diff --git a/dags/spark_airflow.py b/dags/spark_airflow.py
index 7eca5d1b5642e6183ac1382fa85aec38da11c83c..1c2ab23fae8bf05f633b73b179e9f5fd9844a7ed 100644
--- a/dags/spark_airflow.py
+++ b/dags/spark_airflow.py
@@ -38,4 +38,4 @@ end = PythonOperator(
     dag=dag
 )
 
-start >> cleanup_job >> end
\ No newline at end of file
+start >> cleanup_job >> logistic_regression_job >> end
\ No newline at end of file
diff --git a/dataset/cleaned_data/._SUCCESS.crc b/dataset/cleaned_data/._SUCCESS.crc
new file mode 100644
index 0000000000000000000000000000000000000000..3b7b044936a890cd8d651d349a752d819d71d22c
Binary files /dev/null and b/dataset/cleaned_data/._SUCCESS.crc differ
diff --git a/dataset/cleaned_data/.part-00000-a2775114-d2ad-400c-8f05-ab87999cd873-c000.csv.crc b/dataset/cleaned_data/.part-00000-a2775114-d2ad-400c-8f05-ab87999cd873-c000.csv.crc
new file mode 100644
index 0000000000000000000000000000000000000000..5a956b7e683fceb2286a3ead09be181a31742f47
Binary files /dev/null and b/dataset/cleaned_data/.part-00000-a2775114-d2ad-400c-8f05-ab87999cd873-c000.csv.crc differ
diff --git a/dags/.keep b/dataset/cleaned_data/_SUCCESS
similarity index 100%
rename from dags/.keep
rename to dataset/cleaned_data/_SUCCESS
diff --git a/dataset/cleaned_data/part-00000-a2775114-d2ad-400c-8f05-ab87999cd873-c000.csv b/dataset/cleaned_data/part-00000-a2775114-d2ad-400c-8f05-ab87999cd873-c000.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56c3daa6fb5d120c8f5e8db4d954845da7d16d40
--- /dev/null
+++ b/dataset/cleaned_data/part-00000-a2775114-d2ad-400c-8f05-ab87999cd873-c000.csv
@@ -0,0 +1,8493 @@
+customerID,gender,SeniorCitizen,Partner,Dependents,tenure,PhoneService,MultipleLines,InternetService,OnlineSecurity,OnlineBackup,DeviceProtection,TechSupport,StreamingTV,StreamingMovies,Contract,PaperlessBilling,PaymentMethod,MonthlyCharges,TotalCharges,Churn
+7590-VHVEG,Female,0,Yes,No,1.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,29.85,29.85,0
+5575-GNVDE,Male,0,No,No,34.0,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,56.95,1889.5,0
+3668-QPYBK,Male,0,No,No,2.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,53.85,108.15,0
+7795-CFOCW,Male,0,No,No,45.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,No,Bank transfer (automatic),42.3,1840.75,0
+9237-HQITU,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.7,151.65,0
+9305-CDSKC,Female,0,No,No,8.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.65,820.5,0
+1452-KIOVK,Male,0,No,Yes,22.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.1,1949.4,0
+6713-OKOMC,Female,0,No,No,10.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.75,301.9,0
+7892-POOKP,Female,0,Yes,No,28.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.8,3046.05,0
+6388-TABGU,Male,0,No,Yes,62.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Bank transfer (automatic),56.15,3487.95,0
+9763-GRSKD,Male,0,Yes,Yes,13.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,49.95,587.45,0
+7469-LKBCI,Male,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),18.95,326.8,0
+8091-TTVAX,Male,0,Yes,No,58.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Credit card (automatic),100.35,5681.1,0
+0280-XJGEX,Male,0,No,No,49.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.7,5036.3,0
+5129-JLPIS,Male,0,No,No,25.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,2686.05,0
+3655-SNQYZ,Female,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),113.25,7895.15,0
+8191-XWSZG,Female,0,No,No,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,1022.95,0
+9959-WOFKT,Male,0,No,Yes,71.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),106.7,7382.25,0
+4190-MFLUW,Female,0,Yes,Yes,10.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),55.2,528.35,0
+4183-MYFRB,Female,0,No,No,21.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,90.05,1862.9,0
+8779-QRDMV,Male,1,No,No,1.0,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,39.65,39.65,0
+1680-VDCWW,Male,0,Yes,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,202.25,0
+1066-JKSGK,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,0
+3638-WEABW,Female,0,Yes,No,58.0,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),59.9,3505.1,0
+6322-HRPFA,Male,0,Yes,Yes,49.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),59.6,2970.3,0
+6865-JZNKO,Female,0,No,No,30.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.3,1530.6,0
+6467-CHFZW,Male,0,Yes,Yes,47.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.35,4749.15,0
+8665-UTDHZ,Male,0,Yes,Yes,1.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.2,30.2,0
+5248-YGIJN,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.25,6369.45,0
+8773-HHUOZ,Female,0,No,Yes,17.0,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,64.7,1093.1,0
+3841-NFECX,Female,1,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),96.35,6766.95,0
+4929-XIHVW,Male,1,Yes,No,2.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.5,181.65,0
+6827-IEAUQ,Female,0,Yes,Yes,27.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Mailed check,66.15,1874.45,0
+7310-EGVHZ,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.2,20.2,0
+3413-BMNZE,Male,1,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.25,45.25,0
+6234-RAAPL,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),99.9,7251.7,0
+6047-YHPVI,Male,0,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,316.9,0
+6572-ADKRS,Female,0,No,No,46.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),74.8,3548.3,0
+5380-WJKOV,Male,0,No,No,34.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.35,3549.25,0
+8168-UQWWF,Female,0,No,No,11.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),97.85,1105.4,0
+8865-TNMNX,Male,0,Yes,Yes,10.0,Yes,No,DSL,No,Yes,No,No,No,No,One year,No,Mailed check,49.55,475.7,0
+9489-DEDVP,Female,0,Yes,Yes,70.0,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Two year,Yes,Credit card (automatic),69.2,4872.35,0
+9867-JCZSP,Female,0,Yes,Yes,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.75,418.25,0
+4671-VJLCL,Female,0,No,No,63.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),79.85,4861.45,0
+4080-IIARD,Female,0,Yes,No,13.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,76.2,981.45,0
+3714-NTNFO,Female,0,No,No,49.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.5,3906.7,0
+5948-UJZLF,Male,0,No,No,2.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.25,97.0,0
+7760-OYPDY,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.65,144.15,0
+7639-LIAYI,Male,0,No,No,52.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.75,4217.8,0
+2954-PIBKO,Female,0,Yes,Yes,69.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),64.15,4254.1,0
+8012-SOUDQ,Female,1,No,No,43.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.25,3838.75,0
+9420-LOJKX,Female,0,No,No,15.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.1,1426.4,0
+6575-SUVOI,Female,1,Yes,No,25.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),69.5,1752.65,0
+7495-OOKFY,Female,1,Yes,No,8.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.65,633.3,0
+4667-QONEA,Female,1,Yes,Yes,60.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),74.85,4456.35,0
+1658-BYGOY,Male,1,No,No,18.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,1752.55,0
+8769-KKTPH,Female,0,Yes,Yes,63.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),99.65,6311.2,0
+5067-XJQFU,Male,1,Yes,Yes,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,108.45,7076.35,0
+3957-SQXML,Female,0,Yes,Yes,34.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.95,894.3,0
+5954-BDFSG,Female,0,No,No,72.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),107.5,7853.7,0
+0434-CSFON,Female,0,Yes,No,47.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.5,4707.1,0
+1215-FIGMP,Male,0,No,No,60.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.9,5450.7,0
+0526-SXDJP,Male,0,Yes,No,72.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),42.1,2962.0,0
+0557-ASKVU,Female,0,Yes,Yes,18.0,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),54.4,957.1,0
+5698-BQJOH,Female,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.4,857.25,0
+5122-CYFXA,Female,0,No,No,3.0,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,75.3,244.1,0
+8627-ZYGSZ,Male,0,Yes,No,47.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Electronic check,78.9,3650.35,0
+3410-YOQBQ,Female,0,No,No,31.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,79.2,2497.2,0
+3170-NMYVV,Female,0,Yes,Yes,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.15,930.9,0
+7410-OIEDU,Male,0,No,No,10.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.85,887.35,0
+2273-QCKXA,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,49.05,49.05,0
+0731-EBJQB,Female,0,Yes,Yes,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.4,1090.65,0
+1891-QRQSA,Male,1,Yes,Yes,64.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.6,7099.0,0
+8028-PNXHQ,Male,0,Yes,Yes,62.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.25,1424.6,0
+5630-AHZIL,Female,0,No,Yes,3.0,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),64.5,177.4,0
+2673-CXQEU,Female,1,No,No,56.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,110.5,6139.5,0
+6416-JNVRK,Female,0,No,No,46.0,Yes,No,DSL,No,No,No,No,No,Yes,One year,No,Credit card (automatic),55.65,2688.85,0
+5590-ZSKRV,Female,0,Yes,Yes,8.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.65,482.25,0
+0191-ZHSKZ,Male,1,No,No,30.0,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,74.75,2111.3,0
+3887-PBQAO,Female,0,Yes,Yes,45.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),25.9,1216.6,0
+5919-TMRGD,Female,0,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.35,79.35,0
+8108-UXRQN,Female,0,Yes,Yes,11.0,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,50.55,565.35,0
+9191-MYQKX,Female,0,Yes,No,7.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.15,496.9,0
+9919-YLNNG,Female,0,No,No,42.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.8,4327.5,0
+0318-ZOPWS,Female,0,Yes,No,49.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.15,973.35,0
+4445-ZJNMU,Male,0,No,No,9.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.3,918.75,0
+4808-YNLEU,Female,0,Yes,No,35.0,Yes,No,DSL,Yes,No,No,No,Yes,No,One year,Yes,Bank transfer (automatic),62.15,2215.45,0
+1862-QRWPE,Female,0,Yes,Yes,48.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.65,1057.0,0
+2796-NNUFI,Female,0,Yes,Yes,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.95,927.1,0
+3016-KSVCP,Male,0,Yes,No,29.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,33.75,1009.25,0
+4767-HZZHQ,Male,0,Yes,Yes,30.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),82.05,2570.2,0
+2424-WVHPL,Male,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,74.7,74.7,0
+7233-PAHHL,Male,0,Yes,Yes,66.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,84.0,5714.25,0
+6067-NGCEU,Female,0,No,No,65.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),111.05,7107.0,0
+9848-JQJTX,Male,0,No,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),100.9,7459.05,0
+8637-XJIVR,Female,0,No,No,12.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,78.95,927.35,0
+9803-FTJCG,Male,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),66.85,4748.7,0
+0278-YXOOG,Male,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,21.05,113.85,0
+3212-KXOCR,Male,0,No,No,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.0,1107.2,0
+4598-XLKNJ,Female,1,Yes,No,25.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,2514.5,0
+6380-ARCEH,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,0
+3679-XASPY,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.45,19.45,0
+7123-WQUHX,Male,0,No,No,38.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),95.0,3605.6,0
+5386-THSLQ,Female,1,Yes,No,66.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),45.55,3027.25,0
+3192-NQECA,Male,0,Yes,No,68.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.0,7611.85,0
+6180-YBIQI,Male,0,No,No,5.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.3,100.2,0
+6728-DKUCO,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,104.15,7303.05,0
+9750-BOOHV,Female,0,No,No,32.0,No,No phone service,DSL,Yes,No,No,No,No,No,One year,No,Mailed check,30.15,927.65,0
+8597-CWYHH,Male,0,No,No,43.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Mailed check,94.35,3921.3,0
+2848-YXSMW,Male,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1363.25,0
+0486-HECZI,Male,0,Yes,No,55.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,96.75,5238.9,0
+4549-ZDQYY,Female,0,No,No,52.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,No,Credit card (automatic),57.95,3042.25,0
+5712-AHQNN,Female,0,No,No,43.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.65,3954.1,0
+4846-WHAFZ,Female,1,Yes,No,37.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.5,2868.15,0
+5256-SKJGO,Female,0,Yes,Yes,64.0,No,No phone service,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,54.6,3423.5,0
+3071-VBYPO,Male,0,Yes,Yes,3.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,89.85,248.4,0
+9560-BBZXK,Female,0,No,No,36.0,No,No phone service,DSL,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),31.05,1126.35,0
+5299-RULOA,Female,0,Yes,Yes,10.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.25,1064.65,0
+8402-OOOHJ,Female,0,No,No,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.65,835.15,0
+9445-ZUEQE,Male,0,Yes,Yes,27.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),85.2,2151.6,0
+1091-SOZGA,Female,0,Yes,Yes,56.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),99.8,5515.45,0
+2928-HLDBA,Female,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.7,112.75,0
+0404-SWRVG,Male,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,229.55,0
+6497-TILVL,Female,0,Yes,Yes,7.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.7,350.35,0
+7219-TLZHO,Female,0,Yes,Yes,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.85,62.9,0
+4622-YNKIJ,Male,0,No,No,33.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,Two year,Yes,Electronic check,88.95,3027.65,0
+4412-YLTKF,Female,1,No,No,27.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.05,2135.5,0
+6734-PSBAW,Male,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),23.55,1723.95,0
+3930-ZGWVE,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,0
+2639-UGMAZ,Male,1,No,No,71.0,No,No phone service,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,56.45,3985.35,0
+2876-GZYZC,Female,0,No,No,13.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.95,1215.65,0
+6207-WIOLX,Female,0,Yes,Yes,25.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),58.6,1502.65,0
+8587-XYZSF,Male,0,No,No,67.0,Yes,No,DSL,No,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),50.55,3260.1,0
+3091-FYHKI,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.45,35.45,0
+2372-HWUHI,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.35,81.25,0
+7799-LGRDP,Female,0,No,No,43.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.7,1188.2,0
+7850-VWJUU,Female,0,No,No,23.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.0,1778.5,0
+3774-VBNXY,Female,0,Yes,Yes,64.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,1277.75,0
+6217-KDYWC,Male,0,No,Yes,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.6,1170.55,0
+0390-DCFDQ,Female,1,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.45,70.45,0
+3146-MSEGF,Female,1,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.05,6425.65,0
+4080-OGPJL,Female,0,No,No,8.0,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,71.15,563.65,0
+1095-WGNGG,Female,0,Yes,No,61.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),101.05,5971.25,0
+2636-SJDOU,Male,0,No,No,64.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),84.3,5289.05,0
+1131-QQZEB,Male,1,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.95,1756.2,0
+5716-EZXZN,Female,0,Yes,Yes,65.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),99.05,6416.7,0
+6837-BJYDQ,Male,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.6,61.35,0
+2135-RXIHG,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.65,45.65,0
+6440-DKQGE,Male,0,No,Yes,30.0,Yes,No,DSL,No,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),64.5,1929.95,0
+3466-BYAVD,Male,0,Yes,Yes,15.0,Yes,No,DSL,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Mailed check,69.5,1071.4,0
+3780-YVMFA,Female,0,Yes,Yes,8.0,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,68.55,564.35,0
+3874-EQOEP,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,95.0,655.5,0
+1679-JRFBR,Female,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),108.15,7930.55,0
+9073-ZZIAY,Male,0,Yes,Yes,62.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,86.1,5215.25,0
+3077-RSNTJ,Female,0,Yes,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,113.5,0
+6551-GNYDG,Female,0,Yes,Yes,14.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),80.9,1152.8,0
+9167-APMXZ,Female,0,No,No,22.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),84.15,1821.95,0
+2749-CTKAJ,Male,0,Yes,Yes,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.15,419.9,0
+6371-NZYEG,Male,0,Yes,Yes,16.0,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Two year,No,Mailed check,64.25,1024.0,0
+7554-NEWDD,Male,0,No,No,10.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.7,251.6,0
+8992-VONJD,Female,0,No,Yes,13.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,56.0,764.55,0
+0867-MKZVY,Female,0,Yes,No,20.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,82.4,1592.35,0
+4482-EWFMI,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,135.2,0
+4648-YPBTM,Male,0,No,No,53.0,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),73.9,3958.25,0
+2907-ILJBN,Female,0,Yes,Yes,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.6,233.9,0
+6345-FZOQH,Male,0,Yes,No,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,1363.45,0
+3376-BMGFE,Female,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.9,273.0,0
+5997-OPVFA,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.05,6254.45,0
+3445-HXXGF,Male,1,Yes,No,58.0,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,45.3,2651.2,0
+1159-WFSGR,Female,0,Yes,Yes,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.4,321.4,0
+7654-YWJUF,Male,0,Yes,No,43.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),84.25,3539.25,0
+1875-QIVME,Female,0,Yes,No,2.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,242.8,0
+6727-IOTLZ,Male,0,Yes,No,14.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,81.95,1181.75,0
+0691-JVSYA,Female,0,Yes,No,53.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94.85,5000.2,0
+5918-VUKWP,Female,0,No,No,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.55,654.55,0
+1744-JHKYS,Female,0,Yes,No,34.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,24.7,780.2,0
+2656-FMOKZ,Female,1,No,No,15.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.45,1145.7,0
+2070-FNEXE,Female,1,No,No,7.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),76.45,503.6,0
+5947-SGKCL,Female,0,Yes,Yes,15.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,1559.25,0
+3712-PKXZA,Male,0,Yes,No,61.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,1252.0,0
+6317-YPKDH,Female,0,No,No,1.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),29.95,29.95,0
+6582-OIVSP,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.3,45.3,0
+9367-WXLCH,Male,0,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),84.5,662.65,0
+5524-KHNJP,Male,0,Yes,Yes,33.0,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Credit card (automatic),74.75,2453.3,0
+1918-ZBFQJ,Female,0,No,No,13.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.25,1111.65,0
+1024-GUALD,Female,0,Yes,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.8,24.8,0
+4827-USJHP,Male,0,No,No,20.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,51.8,1023.85,0
+8167-GJLRN,Male,0,No,No,3.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,30.4,82.15,0
+0956-SYCWG,Female,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.65,244.8,0
+8017-UVSZU,Female,0,Yes,No,40.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),56.6,2379.1,0
+7100-FQPRV,Male,0,Yes,Yes,43.0,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),71.9,3173.35,0
+2472-OVKUP,Male,0,Yes,No,6.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,91.0,531.0,0
+2984-RGEYA,Female,0,Yes,Yes,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1375.4,0
+9680-NIAUV,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),109.7,8129.3,0
+2146-EGVDT,Male,0,Yes,Yes,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.3,1192.7,0
+2604-IJPDU,Female,0,Yes,No,20.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,96.55,1901.65,0
+9178-JHUVJ,Male,0,Yes,Yes,24.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.1,587.4,0
+6168-YBYNP,Male,0,No,No,59.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.35,6519.75,0
+7255-SSFBC,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),112.25,8041.65,0
+3645-DEYGF,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,20.75,0
+9323-HGFWY,Female,0,Yes,No,27.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),101.9,2681.15,0
+8544-GOQSH,Female,0,No,No,14.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),80.05,1112.3,0
+3363-DTIVD,Male,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Electronic check,105.55,7405.5,0
+7018-WBJNK,Male,0,No,Yes,13.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),78.3,1033.95,0
+9142-KZXOP,Male,0,No,No,44.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),68.85,2958.95,0
+7674-YTAFD,Female,0,No,No,33.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),79.95,2684.85,0
+6348-SNFUS,Male,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),55.45,4179.2,0
+1285-OKIPP,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,79.9,79.9,0
+7825-ECJRF,Female,0,No,No,19.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.6,1934.45,0
+1347-KTTTA,Male,0,Yes,No,64.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),102.45,6654.1,0
+7841-TZDMQ,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),46.0,84.5,0
+4195-NZGTA,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.25,25.25,0
+7157-SMCFK,Male,0,No,Yes,61.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,1124.2,0
+4709-LKHYG,Female,0,Yes,Yes,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.0,540.05,0
+2504-DSHIH,Male,1,Yes,No,23.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,86.8,1975.85,0
+0699-NDKJM,Female,0,Yes,No,57.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),58.75,3437.45,0
+9286-BHDQG,Male,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),45.25,3139.8,0
+0230-WEQUW,Male,0,Yes,No,66.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),56.6,3789.2,0
+2040-LDIWQ,Male,0,Yes,Yes,65.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.2,5324.5,0
+6496-JDSSB,Female,0,No,No,8.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.0,624.6,0
+9408-SSNVZ,Female,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,268.35,0
+4443-EMBNA,Female,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1836.9,0
+6469-MRVET,Male,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.2,20.2,0
+0742-MOABM,Male,0,Yes,No,4.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,50.05,179.35,0
+5961-VUSRV,Female,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.35,219.35,0
+6778-JFCMK,Male,0,No,No,24.0,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,One year,Yes,Mailed check,50.6,1288.75,0
+6341-JVQGF,Female,0,Yes,Yes,31.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,81.15,2545.75,0
+2232-DMLXU,Female,0,Yes,No,1.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.2,55.2,0
+4811-JBUVU,Male,0,No,No,30.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),89.9,2723.15,0
+0945-TSONX,Female,0,Yes,Yes,47.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.3,4107.25,0
+2651-ZCBXV,Male,0,No,No,54.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.0,5760.65,0
+3316-UWXUY,Male,0,No,No,50.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),93.5,4747.5,0
+8937-RDTHP,Male,0,No,No,1.0,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,84.6,84.6,0
+7083-MIOPC,Female,0,No,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,1566.9,0
+1984-GPTEH,Female,0,No,No,29.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,25.15,702.0,0
+1251-KRREG,Male,0,No,No,2.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,54.4,114.1,0
+0621-JFHOL,Female,0,No,No,10.0,No,No phone service,DSL,No,No,No,Yes,No,No,Two year,Yes,Mailed check,29.6,299.05,0
+9903-LYSAB,Male,0,Yes,No,18.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.15,1305.95,0
+0094-OIFMO,Female,1,No,No,11.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.0,1120.3,0
+9227-UAQFT,Male,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,284.35,0
+7301-ABVAD,Female,0,No,No,72.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.6,6350.5,0
+6614-FHDBO,Male,0,No,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),109.2,7878.3,0
+7576-ASEJU,Female,0,Yes,Yes,41.0,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),74.7,3187.65,0
+9058-HRZSV,Female,1,Yes,No,65.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,No,Electronic check,94.4,6126.15,0
+4522-AKYLR,Female,1,No,No,13.0,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,54.8,731.3,0
+0221-WMXNQ,Male,1,No,No,4.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75.35,273.4,0
+0303-UNCIP,Male,0,No,No,41.0,Yes,Yes,DSL,No,No,Yes,No,No,Yes,One year,No,Mailed check,65.0,2531.8,0
+9947-OTFQU,Male,1,No,No,15.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,1074.3,0
+0322-YINQP,Male,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.55,48.55,0
+0959-WHOKV,Male,0,No,No,42.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,99.0,4298.45,0
+4075-JFPGR,Female,0,Yes,No,51.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,93.5,4619.55,0
+4629-NRXKX,Female,0,Yes,Yes,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.4,147.15,0
+9514-JDSKI,Male,1,Yes,No,1.0,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,40.2,40.2,0
+3282-ZISZV,Male,0,No,Yes,32.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),83.7,2633.3,0
+3675-YDUPJ,Male,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.85,193.05,0
+4111-BNXIF,Female,0,Yes,Yes,67.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,59.55,4103.9,0
+7017-VFHAY,Female,0,Yes,Yes,61.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.1,7008.15,0
+6655-LHBYW,Male,0,No,No,50.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),114.35,5791.1,0
+4959-JOSRX,Female,0,Yes,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.6,80.55,0
+5046-NUHWD,Female,1,Yes,No,29.0,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,45.0,1228.65,0
+7273-TEFQD,Male,1,No,No,3.0,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,41.15,132.2,0
+3606-TWKGI,Male,1,No,No,13.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.9,1364.3,0
+7529-ZDFXI,Male,1,Yes,No,57.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.85,4925.35,0
+7605-BDWDC,Female,0,No,No,31.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),49.85,1520.1,0
+1950-KSVVJ,Female,0,Yes,No,45.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Mailed check,113.3,5032.25,0
+0123-CRBRT,Female,0,Yes,Yes,61.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,88.1,5526.75,0
+6292-TOSSS,Male,0,No,No,50.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.9,1195.25,0
+3197-ARFOY,Female,1,No,No,19.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,105.0,2007.25,0
+6323-AYBRX,Male,0,No,No,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,1099.6,0
+7014-ZZXAW,Female,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.25,1732.95,0
+4385-GZQXV,Female,1,No,No,16.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,1511.2,0
+7633-MVPUY,Male,0,Yes,No,57.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Electronic check,59.75,3450.15,0
+6366-ZGQGL,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),24.8,24.8,0
+4716-HHKQH,Male,1,Yes,No,20.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,107.05,2172.05,0
+5940-AHUHD,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.6,70.6,0
+6432-TWQLB,Male,0,Yes,No,5.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,85.4,401.1,0
+4484-GLZOU,Female,0,Yes,No,52.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.05,5624.85,0
+3179-GBRWV,Male,1,Yes,No,21.0,Yes,No,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),64.95,1339.8,0
+8645-KWHJO,Male,0,No,No,14.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,55.0,771.95,0
+4130-MZLCC,Female,0,No,No,5.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),50.55,244.75,0
+0314-TKOSI,Female,0,No,No,6.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,55.15,322.9,0
+8229-MYEJZ,Female,0,No,No,10.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,51.2,498.25,0
+2080-SRCDE,Female,0,No,Yes,1.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.4,25.4,0
+9577-WJVCQ,Female,0,No,No,68.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,54.45,3687.75,0
+9512-UIBFX,Male,0,Yes,Yes,18.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,95.15,1779.95,0
+6202-DYYFX,Female,0,No,No,22.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,One year,Yes,Credit card (automatic),76.0,1783.6,0
+3808-HFKDE,Female,0,No,No,20.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.35,927.15,0
+5583-SXDAG,Male,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.0,70.0,0
+3488-PGMQJ,Male,1,No,No,8.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,606.55,0
+3580-REOAC,Male,0,No,No,10.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.85,435.4,0
+7534-BFESC,Male,1,No,No,24.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.1,1712.7,0
+3727-OWVYD,Male,0,No,No,35.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Mailed check,61.2,2021.2,0
+2294-SALNE,Male,0,Yes,Yes,23.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,No,Mailed check,86.8,1940.8,0
+4847-TAJYI,Female,1,No,No,6.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.35,567.8,0
+1563-IWQEX,Female,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,220.35,0
+8203-XJZRC,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,20.25,0
+6556-DBKZF,Female,0,Yes,Yes,71.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Two year,No,Electronic check,76.05,5436.45,0
+6851-WEFYX,Male,1,Yes,No,35.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,3437.5,0
+2985-JUUBZ,Male,0,Yes,Yes,40.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,74.55,3015.75,0
+6390-DSAZX,Female,0,No,Yes,1.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,73.6,73.6,0
+0895-LMRSF,Male,0,No,No,23.0,Yes,No,DSL,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),64.9,1509.8,0
+8098-LLAZX,Female,1,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,396.1,0
+8266-VBFQL,Male,0,No,No,4.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.4,356.65,0
+8181-YHCMF,Female,0,Yes,Yes,68.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),60.3,4109.0,0
+2240-HSJQD,Male,0,No,Yes,38.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,81.85,3141.7,0
+1248-DYXUB,Male,0,Yes,Yes,52.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.8,1229.1,0
+0265-EDXBD,Male,1,Yes,No,32.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,2303.35,0
+4115-BNPJY,Male,0,Yes,Yes,29.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,75.55,2054.4,0
+3167-SNQPL,Male,1,Yes,Yes,38.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,101.15,3741.85,0
+4091-TVOCN,Male,0,No,Yes,48.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),78.75,3682.45,0
+1098-TDVUQ,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.25,19.25,0
+7277-OZCGZ,Female,0,No,No,22.0,Yes,No,Fiber optic,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.05,1886.25,0
+1557-EMYVT,Female,0,No,No,43.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.05,4895.1,0
+2799-ARNLO,Female,1,Yes,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,341.6,0
+7563-BIUPC,Male,0,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.6,415.55,0
+5027-YOCXN,Male,0,Yes,Yes,51.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,No,Credit card (automatic),110.05,5686.4,0
+3973-SKMLN,Male,0,No,No,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.9,1355.1,0
+2321-OMBXY,Female,0,Yes,Yes,38.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,One year,No,Credit card (automatic),80.3,3058.65,0
+2840-XANRC,Male,1,Yes,No,24.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.15,2231.05,0
+6745-JEFZB,Male,0,Yes,No,35.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),91.5,3236.35,0
+5020-ZSTTY,Female,1,No,No,54.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),82.45,4350.1,0
+9880-TDQAC,Female,0,Yes,Yes,72.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,60.0,4264.0,0
+8705-WZCYL,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.8,44.8,0
+7102-JJVTX,Female,0,Yes,Yes,9.0,Yes,No,DSL,Yes,No,No,No,No,No,One year,No,Mailed check,48.6,422.3,0
+8626-PTQGE,Male,0,No,No,69.0,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.05,4176.7,0
+4983-CLMLV,Female,0,Yes,No,52.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.7,5138.1,0
+5701-YVSVF,Female,1,Yes,No,11.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,82.9,880.05,0
+5804-LEPIM,Female,1,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.35,139.05,0
+5697-GOMBF,Female,1,Yes,Yes,28.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,35.9,973.65,0
+2739-CACDQ,Female,1,No,No,17.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),82.65,1470.05,0
+9385-EHGDO,Female,0,Yes,Yes,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,739.35,0
+9498-FIMXL,Female,0,No,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.2,161.95,0
+2379-GYFLQ,Male,0,No,No,46.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),94.9,4422.95,0
+0122-OAHPZ,Female,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.85,511.25,0
+2868-SNELZ,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,80.6,155.8,0
+4322-RCYMT,Male,0,Yes,Yes,68.0,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),75.8,5293.95,0
+6680-NENYN,Female,0,No,No,43.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,104.6,4759.85,0
+2088-IEBAU,Female,0,No,No,68.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,88.15,6148.45,0
+7982-VCELR,Female,0,No,No,36.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.8,3565.65,0
+1343-EHPYB,Male,0,Yes,No,63.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.4,6603.0,0
+6035-BXTTY,Female,1,No,No,32.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),54.65,1830.1,0
+6885-PKOAM,Female,0,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),85.75,6223.8,0
+7520-HQWJU,Female,0,Yes,Yes,66.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),67.45,4508.65,0
+9639-BUJXT,Male,0,No,No,63.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.5,1328.15,0
+5924-SNGKP,Female,0,No,Yes,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.25,865.0,0
+0021-IKXGC,Female,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,72.1,72.1,0
+2034-GDRCN,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.4,168.2,0
+8966-SNIZF,Female,0,Yes,No,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.45,1303.5,0
+6243-OZGFH,Female,0,No,No,23.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.95,996.85,0
+4654-DLAMQ,Female,1,Yes,No,64.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,No,Bank transfer (automatic),97.0,6430.9,0
+0513-RBGPE,Male,0,Yes,Yes,37.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),62.8,2278.75,0
+5160-UXJED,Male,0,No,Yes,17.0,Yes,No,DSL,No,No,No,No,No,No,One year,No,Mailed check,44.6,681.4,0
+4115-NZRKS,Female,1,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.15,574.35,0
+0219-YTZUE,Male,0,Yes,Yes,4.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),84.8,371.9,0
+0623-IIHUG,Female,1,No,No,21.0,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,41.9,840.1,0
+4572-DVCGN,Female,0,No,No,10.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),80.25,846.0,0
+3351-NGXYI,Female,1,No,No,16.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,54.1,889.0,0
+8984-EYLLL,Male,0,Yes,No,64.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,105.25,6823.4,0
+9057-MSWCO,Male,1,Yes,No,27.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),30.75,805.1,0
+9833-TGFHX,Male,0,Yes,Yes,42.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,No,Electronic check,97.1,4016.75,0
+9294-TDIPC,Male,0,No,Yes,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,83.75,0
+5229-DTFYB,Female,0,No,No,41.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),98.8,3959.15,0
+0104-PPXDV,Male,0,Yes,No,58.0,Yes,No,DSL,No,No,Yes,No,No,No,One year,No,Credit card (automatic),50.3,2878.55,0
+5176-LMJXE,Female,0,No,No,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.55,945.7,0
+3583-KRKMD,Male,0,No,No,18.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),75.9,1373.05,0
+1010-DIAUQ,Male,0,No,No,5.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),96.5,492.55,0
+9069-LGEUL,Male,0,Yes,No,23.0,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),59.95,1406.0,0
+7302-ZHMHP,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.15,19.15,0
+9571-EDEBV,Male,0,Yes,No,71.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),98.65,6962.85,0
+3520-FJGCV,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),112.6,8126.65,0
+6563-VRERX,Male,0,Yes,Yes,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.6,690.25,0
+0259-GBZSH,Male,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.65,181.5,0
+6122-EFVKN,Male,0,No,Yes,24.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Mailed check,35.75,830.8,0
+2805-EDJPQ,Female,0,Yes,Yes,56.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),99.75,5608.4,0
+6862-CQUMB,Male,0,No,No,37.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),96.1,3646.8,0
+7156-MXBJE,Female,0,No,No,43.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),85.1,3662.25,0
+6158-HDPXZ,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.35,25.35,0
+9601-BRXPO,Female,0,Yes,No,25.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.95,2566.5,0
+2863-IMQDR,Female,0,No,No,61.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,89.65,5308.7,0
+5686-CMAWK,Male,0,No,No,17.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,One year,No,Electronic check,86.75,1410.25,0
+5651-CRHKQ,Female,0,Yes,No,41.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),86.2,3339.05,0
+6905-NIQIN,Male,0,No,No,1.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,50.65,50.65,0
+8204-YJCLA,Male,1,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),64.8,4732.35,0
+5167-ZFFMM,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.85,90.85,0
+6583-SZVGP,Male,0,No,No,48.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.1,5067.45,0
+4895-TMWIR,Male,1,Yes,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,214.75,0
+0533-BNWKF,Female,1,Yes,No,55.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,85.45,4874.7,0
+1708-PBBOA,Female,0,No,No,42.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Electronic check,54.75,2348.45,0
+8782-LKFPK,Male,0,No,No,44.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,90.4,4063.0,0
+5522-JBWMO,Male,0,No,Yes,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.0,44.0,0
+3597-MVHJT,Female,0,No,No,27.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.6,2595.25,0
+9774-NRNAU,Male,1,Yes,No,27.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),84.8,2309.55,0
+0224-RLWWD,Female,1,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.3,89.3,0
+9967-ATRFS,Female,0,No,No,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,367.55,0
+3951-NJCVI,Female,1,Yes,No,42.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.05,3944.5,0
+2977-CEBSX,Female,0,No,No,66.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.05,5965.95,0
+0177-PXBAT,Male,1,Yes,No,33.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.9,3694.7,0
+6599-CEBNN,Female,0,No,No,34.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.95,2524.45,0
+2519-ERQOJ,Male,1,No,No,33.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,54.6,1803.7,0
+5876-QMYLD,Female,0,Yes,Yes,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,415.1,0
+2277-AXSDC,Female,0,No,No,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.75,624.15,0
+9442-JTWDL,Female,0,No,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,237.7,0
+0979-PHULV,Male,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.45,7007.6,0
+3067-SVMTC,Female,0,Yes,No,68.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),55.9,3848.8,0
+5495-GPSRW,Male,0,No,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.7,419.4,0
+7606-BPHHN,Male,0,No,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1468.75,0
+4742-DRORA,Male,0,Yes,Yes,60.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),95.4,5812.0,0
+0111-KLBQG,Male,1,Yes,Yes,32.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,93.95,2861.45,0
+4800-VHZKI,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,19.9,0
+7989-CHGTL,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,19.6,0
+0334-GDDSO,Male,1,No,No,3.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.35,233.7,0
+4163-NCJAK,Female,0,Yes,No,46.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.45,1066.15,0
+5233-AOZUF,Female,0,Yes,No,29.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,2149.05,0
+5973-EJGDP,Male,0,No,No,51.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,87.35,4473.0,0
+1996-DBMUS,Female,1,Yes,No,48.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.65,3545.05,0
+7916-VCCPB,Female,0,Yes,Yes,16.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),73.25,1195.75,0
+4686-GEFRM,Male,0,Yes,No,70.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),98.7,6858.9,0
+5249-QYHEX,Female,0,Yes,Yes,40.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1024.7,0
+0578-SKVMF,Female,0,Yes,Yes,22.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,83.3,1845.9,0
+5564-NEMQO,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.3,75.3,0
+2233-FAGXV,Female,0,Yes,Yes,5.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.3,132.25,0
+5605-IYGFG,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.85,515.45,0
+7663-ZTEGJ,Male,0,No,Yes,29.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),100.55,2830.45,0
+3935-TBRZZ,Male,0,Yes,Yes,44.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.7,1110.5,0
+8111-BKVDS,Female,0,No,No,10.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),40.7,449.3,0
+2055-SIFSS,Female,1,Yes,No,55.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),51.65,2838.55,0
+2806-MLNTI,Male,1,Yes,No,52.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.1,5376.4,0
+8734-DKSTZ,Female,0,Yes,Yes,10.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.95,858.6,0
+4360-PNRQB,Male,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.6,1395.05,0
+6152-ONASV,Female,0,Yes,No,68.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),58.25,3975.7,0
+9063-ZGTUY,Female,0,Yes,Yes,61.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,1182.55,0
+7781-HVGMK,Female,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),65.2,4784.45,0
+2181-UAESM,Male,0,No,No,2.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Electronic check,53.45,119.5,0
+2957-LOLHO,Male,0,No,No,12.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.4,518.9,0
+6048-NJXHX,Male,0,Yes,No,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,19.75,899.45,0
+2320-SLKMB,Female,0,No,No,26.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),44.45,1183.8,0
+4980-URKXC,Male,0,Yes,No,36.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.85,720.05,0
+4376-KFVRS,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.05,8468.2,0
+5886-VLQVU,Male,0,Yes,No,35.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.85,3161.2,0
+3577-AMVUX,Male,0,No,No,1.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,55.05,55.05,0
+0771-WLCLA,Female,0,Yes,Yes,16.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,112.95,1882.55,0
+5628-RKIFK,Female,1,No,No,49.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),101.55,5070.4,0
+0206-TBWLC,Female,0,Yes,No,54.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,114.65,6049.5,0
+2937-FTHUR,Female,0,No,Yes,18.0,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Electronic check,64.8,1166.7,0
+1910-FMXJM,Female,0,Yes,No,36.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.4,2937.65,0
+7752-XUSCI,Female,0,No,No,60.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.9,6396.45,0
+4110-PFEUZ,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.55,69.55,0
+0732-OCQOC,Female,0,Yes,Yes,52.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.05,1270.25,0
+5168-MSWXT,Male,0,Yes,Yes,8.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,759.55,0
+1090-ESELR,Male,0,Yes,Yes,72.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),105.5,7611.55,0
+8592-PLTMQ,Female,0,No,No,64.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.7,1642.75,0
+5760-WRAHC,Female,1,No,No,22.0,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Mailed check,69.75,1545.4,0
+8847-GEOOQ,Male,0,Yes,No,60.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),60.2,3582.4,0
+0256-LTHVJ,Female,0,Yes,Yes,28.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.05,2227.1,0
+4785-FCIFB,Female,0,Yes,No,61.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.4,1417.9,0
+8313-NDOIA,Female,0,No,No,24.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.15,2494.65,0
+5149-CUZUJ,Male,0,Yes,Yes,28.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),92.9,2768.35,0
+0942-KOWSM,Female,0,Yes,Yes,30.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),80.8,2369.3,0
+4237-CLSMM,Male,0,Yes,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,38.0,0
+1452-VOQCH,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.1,75.1,0
+4719-UMSIY,Male,0,No,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,100.9,0
+6614-VBEGU,Female,0,Yes,No,24.0,Yes,No,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),69.45,1614.05,0
+0880-TKATG,Male,0,Yes,Yes,4.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.15,385.9,0
+3811-VBYBZ,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,673.25,0
+1480-BKXGA,Male,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.05,8404.9,0
+2996-XAUVF,Male,0,No,No,70.0,No,No phone service,DSL,No,No,No,Yes,No,Yes,Two year,Yes,Mailed check,40.05,2799.75,0
+9076-AXYIK,Male,1,Yes,No,64.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,102.1,6538.45,0
+5968-XQIVE,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Electronic check,89.7,6588.95,0
+8896-RAZCR,Female,0,No,Yes,44.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,868.1,0
+4640-UHDOS,Female,0,Yes,Yes,13.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,55.95,734.35,0
+4933-IKULF,Female,1,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,330.6,0
+3583-EKAPL,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.0,55.0,0
+1304-BCCFO,Male,0,Yes,No,9.0,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,70.05,564.4,0
+4104-PVRPS,Male,0,Yes,No,24.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,53.6,1315.35,0
+9399-APLBT,Female,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,0
+2359-KMGLI,Male,0,No,No,24.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.25,1861.5,0
+3780-DDGSE,Male,1,Yes,Yes,35.0,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,76.05,2747.2,0
+4431-EDMIQ,Female,0,Yes,Yes,7.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,75.7,554.05,0
+0306-JAELE,Male,0,No,No,5.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,96.1,453.4,0
+6227-HWPWX,Female,0,No,Yes,15.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.0,994.8,0
+0486-LGCCH,Male,0,Yes,Yes,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,225.75,0
+0447-BEMNG,Female,0,Yes,No,48.0,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),45.3,2145.0,0
+4612-SSVHJ,Female,1,No,No,20.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.45,1671.6,0
+5168-MQQCA,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),108.5,8003.8,0
+5949-XIKAE,Female,0,Yes,Yes,8.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.55,680.05,0
+7971-HLVXI,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Two year,Yes,Credit card (automatic),84.5,6130.85,0
+9094-AZPHK,Female,0,No,No,15.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.15,1415.0,0
+3649-JPUGY,Male,0,No,No,72.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),88.6,6201.95,0
+8372-JUXUI,Male,0,No,Yes,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,74.35,0
+3552-CTCYF,Male,0,Yes,Yes,63.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.8,6597.25,0
+6778-YSNIH,Female,0,No,No,2.0,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,59.0,114.15,0
+0388-EOPEX,Female,0,Yes,No,2.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,139.4,0
+5756-OZRIO,Male,1,Yes,No,61.0,Yes,Yes,DSL,No,Yes,No,No,No,Yes,One year,No,Bank transfer (automatic),64.05,3902.6,0
+6579-JPICP,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,0
+8205-OTCHB,Male,0,No,No,22.0,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),43.75,903.6,0
+4134-BSXLX,Male,0,Yes,No,28.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,60.9,1785.65,0
+0505-SPOOW,Female,0,Yes,No,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,1397.65,0
+6235-VDHOM,Female,1,No,No,5.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,28.45,131.05,0
+7783-YKGDV,Female,0,No,No,12.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),99.7,1238.45,0
+4374-YMUSQ,Male,0,No,No,34.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),116.25,3899.05,0
+4513-CXYIX,Female,1,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,Yes,Credit card (automatic),80.7,5676.0,0
+3957-HHLMR,Female,0,Yes,Yes,70.0,Yes,Yes,DSL,Yes,No,No,No,No,Yes,One year,No,Bank transfer (automatic),65.2,4543.15,0
+7803-XOCCZ,Female,0,Yes,Yes,52.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),84.05,4326.8,0
+5736-YEJAX,Male,0,No,Yes,69.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),79.45,5502.55,0
+5609-CEBID,Female,1,No,No,20.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.1,1782.4,0
+8981-FJGLA,Male,0,No,Yes,11.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,78.0,851.8,0
+7218-HKQFK,Male,0,Yes,No,2.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,167.5,0
+4636-QRJKY,Female,0,Yes,Yes,6.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.5,502.85,0
+1135-LMECX,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,19.85,0
+4332-MUOEZ,Male,1,Yes,Yes,20.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),94.3,1818.3,0
+8535-SFUTN,Male,0,No,No,61.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.45,6300.15,0
+5956-VKDTT,Female,1,Yes,No,5.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,334.8,0
+8677-HDZEE,Female,0,No,No,56.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.45,5916.95,0
+2475-MROZF,Male,0,No,No,30.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),95.0,2852.4,0
+9412-GHEEC,Male,0,No,No,40.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),104.8,4131.95,0
+3482-ABPKK,Female,0,No,No,28.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,54.3,1546.3,0
+6705-LXORM,Female,1,Yes,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.05,302.6,0
+0257-ZESQC,Female,1,Yes,No,27.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.2,1929.35,0
+7531-GQHME,Male,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.05,265.45,0
+5174-ITUMV,Male,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,105.4,6989.45,0
+4109-CYRBD,Male,1,Yes,No,29.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,51.6,1442.0,0
+0913-XWSCN,Male,0,Yes,Yes,55.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),85.5,4713.4,0
+6825-UYPFK,Female,0,No,No,23.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.6,1758.6,0
+8397-MVTAZ,Male,0,Yes,No,34.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,3480.0,0
+0750-EBAIU,Male,0,No,No,52.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,One year,No,Electronic check,91.25,4738.3,0
+8606-CIQUL,Male,1,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.75,8399.15,0
+3571-DPYUH,Male,0,Yes,Yes,58.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Credit card (automatic),94.7,5430.35,0
+7601-GNDYK,Male,0,Yes,Yes,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,686.95,0
+0356-OBMAC,Female,1,No,No,56.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),99.9,5706.3,0
+8067-NIOYM,Female,0,Yes,Yes,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),21.1,490.65,0
+1403-GYAFU,Male,0,Yes,Yes,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1360.25,0
+4234-XTNEA,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.95,174.45,0
+1297-VQDRP,Male,1,Yes,Yes,68.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),107.15,7379.8,0
+9282-IZGQK,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.0,85.0,0
+5348-CAGXB,Male,0,No,No,12.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.55,1021.75,0
+0621-HJWXJ,Female,0,Yes,No,63.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),81.55,5029.05,0
+5844-QVTAT,Female,0,Yes,Yes,33.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Mailed check,58.45,1955.4,0
+8905-IAZPF,Female,0,Yes,No,69.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),95.65,6744.2,0
+5394-MEITZ,Female,0,Yes,Yes,60.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.6,4946.7,0
+6859-QNXIQ,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),113.1,8248.5,0
+2782-LFZVW,Female,0,No,No,11.0,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,58.95,601.6,0
+2866-IKBTM,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,0
+1342-JPNKI,Male,0,No,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),86.05,834.1,0
+2817-NTQDO,Male,0,No,No,13.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),45.55,597.0,0
+7129-AZJDE,Male,0,Yes,Yes,34.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,One year,Yes,Bank transfer (automatic),78.95,2647.2,0
+6986-IJDHX,Male,0,Yes,Yes,39.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,86.3,3266.0,0
+2560-PPCHE,Female,0,No,No,65.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.05,6744.25,0
+4676-MQUEA,Male,1,Yes,No,50.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),101.9,5265.5,0
+8138-EALND,Male,0,No,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,311.6,0
+3580-HYCSP,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.3,7966.9,0
+1352-HNSAW,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.6,8220.4,0
+2075-PUEPR,Male,0,Yes,Yes,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1153.25,0
+1982-FEBTD,Female,0,Yes,Yes,23.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.6,514.75,0
+5301-GAUUY,Male,0,No,No,32.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.35,2596.15,0
+5791-KAJFD,Female,0,Yes,Yes,56.0,Yes,Yes,DSL,Yes,No,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),68.75,3808.0,0
+2654-VBVPB,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.9,19.9,0
+1154-HYWWO,Male,0,No,No,38.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Mailed check,70.6,2708.2,0
+2501-XWWTZ,Male,0,No,No,11.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.2,760.05,0
+3716-UVSPD,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.3,49.3,0
+6815-ABQFQ,Male,0,Yes,No,56.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,107.25,6033.3,0
+7343-EOBEU,Male,0,Yes,No,3.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,23.6,89.05,0
+3701-SFMUH,Male,0,Yes,Yes,7.0,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),69.7,516.15,0
+6103-LIANB,Male,0,Yes,Yes,59.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),99.5,5861.75,0
+7319-VENRZ,Male,0,No,No,7.0,Yes,No,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),64.3,445.95,0
+5846-NEQVZ,Male,0,Yes,Yes,71.0,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),70.85,4973.4,0
+6967-QIQRV,Male,0,Yes,Yes,15.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,No,Electronic check,101.9,1667.25,0
+5781-RFZRP,Male,0,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),73.5,5357.75,0
+0939-YAPAF,Female,0,No,No,35.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.25,3527.6,0
+0308-IVGOK,Female,0,No,No,11.0,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),40.4,422.6,0
+7293-LSCDV,Female,0,Yes,Yes,60.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.25,1103.25,0
+7025-WCBNE,Male,1,No,No,47.0,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),59.6,2754.0,0
+5756-JYOJT,Female,0,No,No,11.0,Yes,No,DSL,No,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),64.9,697.25,0
+4710-FDUIZ,Male,0,Yes,No,56.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Credit card (automatic),100.3,5614.45,0
+6030-REHUX,Female,1,Yes,No,28.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.85,3204.4,0
+9548-LIGTA,Male,0,Yes,No,61.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,81.05,4747.65,0
+5150-LJNSR,Male,0,Yes,Yes,31.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,One year,No,Bank transfer (automatic),98.05,3082.1,0
+8270-RKSAP,Male,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.5,597.9,0
+6522-YRBXD,Male,1,Yes,No,35.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,94.55,3365.4,0
+2640-LYMOV,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,38.8,0
+1218-VKFPE,Female,0,Yes,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.0,233.55,0
+3627-FHKBK,Female,0,No,No,1.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,75.3,75.3,0
+2865-TCHJW,Female,1,No,No,4.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,346.2,0
+1423-BMPBQ,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.0,19.0,0
+2393-DIVAI,Female,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.0,61.7,0
+5192-EBGOV,Female,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.7,85.7,0
+4568-KNYWR,Male,0,No,No,52.0,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Two year,Yes,Credit card (automatic),63.25,3342.45,0
+8752-IMQOS,Male,0,Yes,Yes,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,85.1,0
+0742-LAFQK,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Electronic check,99.15,7422.1,0
+0795-LAFGP,Male,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,90.4,6668.05,0
+0619-OLYUR,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),111.9,8071.05,0
+5512-IDZEI,Male,0,Yes,Yes,46.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.9,1174.8,0
+0459-SPZHJ,Male,0,Yes,Yes,63.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),83.5,5435.0,0
+0215-BQKGS,Male,0,No,No,30.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.3,2438.6,0
+9244-ZVAPM,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.6,45.6,0
+0719-SYFRB,Female,0,No,No,12.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,61.65,713.75,0
+8208-EUMTE,Male,0,No,No,16.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,54.85,916.15,0
+5172-MIGPM,Male,0,No,No,4.0,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,65.55,237.2,0
+1710-RCXUS,Male,0,Yes,No,51.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),90.35,4614.55,0
+0374-FIUCA,Male,0,Yes,No,65.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.4,1414.45,0
+5839-SUYVZ,Male,0,No,No,16.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),74.55,1170.5,0
+5173-ZXXXL,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,47.7,0
+1096-ADRUX,Female,0,Yes,Yes,66.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),74.25,4859.25,0
+2001-MCUUW,Male,0,No,No,46.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,108.65,4903.2,0
+2731-GJRDG,Female,0,No,No,32.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.55,3608.0,0
+4723-BEGSG,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.65,6094.25,0
+6516-NKQBO,Male,0,Yes,Yes,38.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),81.0,3084.9,0
+8672-OAUPW,Male,0,No,Yes,51.0,Yes,No,DSL,No,No,No,Yes,No,No,One year,No,Credit card (automatic),47.85,2356.75,0
+8207-DMRVL,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.55,8306.05,0
+3419-SNJJD,Female,1,Yes,No,65.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),105.25,6786.4,0
+6543-CPZMK,Male,0,Yes,Yes,9.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,29.95,248.95,0
+4765-OXPPD,Female,0,Yes,Yes,9.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,No,Mailed check,65.0,663.05,0
+2804-ETQDK,Male,0,No,Yes,66.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.55,1357.1,0
+6689-VRRTK,Female,1,No,No,44.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),109.8,4860.35,0
+7138-GIRSH,Male,0,No,No,50.0,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),69.5,3418.2,0
+9396-ZSFLL,Female,0,No,No,15.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,48.85,631.4,0
+6464-KEXXH,Male,0,No,No,8.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.25,186.3,0
+7134-MJPDY,Female,1,No,No,66.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),102.85,6976.75,0
+5240-CAOYT,Female,0,No,No,57.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),87.55,4884.85,0
+4059-IIEBK,Female,0,No,No,7.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),78.55,522.95,0
+4881-JVQOD,Male,1,Yes,Yes,10.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),34.55,362.6,0
+0516-UXRMT,Female,0,No,No,62.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Electronic check,92.05,5755.8,0
+4851-BQDNX,Male,0,Yes,Yes,40.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,85.05,3355.65,0
+5148-HKFIR,Female,0,No,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,406.95,0
+1009-IRMNA,Female,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.0,137.6,0
+3003-CMDUU,Female,0,Yes,No,25.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,95.15,2395.7,0
+5016-IBERQ,Male,0,Yes,No,23.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,84.25,1968.1,0
+6797-UCJHZ,Female,1,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),104.6,6819.45,0
+2469-DTSGX,Female,1,No,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,111.65,7943.45,0
+4554-YGZIH,Male,1,Yes,No,49.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Credit card (automatic),90.05,4547.25,0
+5099-BAILX,Male,1,Yes,Yes,43.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),110.75,4687.9,0
+9931-KGHOA,Female,0,Yes,No,46.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),55.0,2473.95,0
+1775-KWJKQ,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.85,6562.9,0
+7665-VIGUD,Male,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,176.3,0
+9411-TPQQV,Female,0,No,No,40.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),54.55,2236.2,0
+7207-RMRDB,Female,0,Yes,Yes,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,6985.65,0
+7954-MLBUN,Male,0,No,No,31.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),99.45,3109.9,0
+2077-DDHJK,Female,0,Yes,No,68.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),70.9,4911.35,0
+4913-EHYUI,Male,1,Yes,Yes,56.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.55,5794.65,0
+0195-IESCP,Male,0,Yes,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.25,855.3,0
+9574-BOSMD,Male,0,Yes,Yes,68.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.4,1620.2,0
+4580-TMHJU,Female,0,Yes,Yes,43.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,56.15,2499.3,0
+0970-ETWGE,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.55,89.55,0
+4908-XAXAY,Female,1,No,No,49.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),89.85,4287.2,0
+8404-VLQFB,Female,0,Yes,Yes,15.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.25,394.85,0
+1626-ERCMM,Male,1,Yes,No,20.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.55,1899.65,0
+0887-HJGAR,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.7,45.7,0
+2391-IPLOP,Male,0,Yes,Yes,50.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,One year,Yes,Electronic check,69.65,3442.15,0
+5644-PDMZC,Female,1,No,No,2.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,89.5,161.5,0
+3509-GWQGF,Male,1,No,No,24.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.0,1732.6,0
+9576-ANLXO,Female,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.55,222.3,0
+2024-BASKD,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,74.6,74.6,0
+5845-BZZIB,Male,0,Yes,Yes,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,655.3,0
+1140-UKVZG,Female,0,No,No,17.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.8,475.25,0
+4160-AMJTL,Female,1,No,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.65,164.3,0
+5183-SNMJQ,Male,0,No,No,10.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.1,865.1,0
+8100-PNJMH,Male,0,Yes,Yes,68.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.85,6132.7,0
+7838-LAZFO,Male,0,Yes,No,45.0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),78.8,3597.5,0
+4464-JCOLN,Male,0,Yes,Yes,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.85,35.9,0
+2085-JVGAD,Male,0,Yes,No,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.35,697.65,0
+5650-VDUDS,Female,0,No,No,4.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.25,96.05,0
+8095-WANWK,Female,0,No,No,10.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.25,428.7,0
+3030-ZKIWL,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,0
+9565-FLVCG,Male,0,Yes,Yes,65.0,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Two year,Yes,Mailed check,69.55,4459.15,0
+8755-OGKNA,Female,0,Yes,Yes,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.5,1167.6,0
+2800-VEQXM,Female,0,No,No,3.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,74.75,238.1,0
+7538-GWHML,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.65,145.15,0
+5533-RJFTJ,Male,0,No,No,49.0,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),30.2,1453.1,0
+3859-CVCET,Female,0,No,No,4.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.65,191.05,0
+0214-JHPFW,Female,0,Yes,No,70.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),57.8,4039.3,0
+5642-MHDQT,Female,0,Yes,Yes,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,1039.45,0
+3088-FVYWK,Male,0,Yes,Yes,53.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.55,1336.1,0
+3276-HDUEG,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.05,75.05,0
+9092-GDZKO,Male,0,No,No,22.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),24.85,493.4,0
+0823-HSCDJ,Male,1,No,No,52.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.15,2550.9,0
+3729-OWRVL,Male,1,No,No,65.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.35,7246.15,0
+2324-AALNO,Female,0,No,No,48.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.55,1203.95,0
+0822-GAVAP,Female,0,No,No,2.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,34.7,62.25,0
+5760-IFJOZ,Male,0,No,No,3.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,107.95,313.6,0
+2826-UWHIS,Male,0,Yes,No,45.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),81.4,3775.85,0
+1448-PWKYE,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.0,80.0,0
+7501-IWUNG,Female,0,Yes,Yes,61.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),73.8,4616.05,0
+4957-TREIR,Male,0,No,No,3.0,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),64.4,195.65,0
+7251-LJBQN,Female,1,No,No,40.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),103.75,4188.4,0
+8040-MNRTF,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,71.1,71.1,0
+1536-HBSWP,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.9,49.9,0
+5313-FPXWG,Male,0,No,No,51.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.6,1266.4,0
+0067-DKWBL,Male,1,No,No,2.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.25,91.1,0
+0946-FKYTX,Male,0,No,No,52.0,No,No phone service,DSL,No,Yes,No,No,No,No,One year,No,Mailed check,30.1,1623.4,0
+5076-YVXCM,Male,0,No,No,51.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),83.4,4149.45,0
+8262-COGGB,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,20.45,0
+6663-JOCQO,Male,0,Yes,Yes,31.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),75.25,2344.5,0
+9620-QJREV,Male,0,No,Yes,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.55,1013.05,0
+2276-YDAVZ,Female,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.1,270.7,0
+2682-KEVRP,Female,1,No,No,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.05,417.0,0
+2480-JZOSN,Female,0,Yes,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.65,20.65,0
+0078-XZMHT,Male,0,Yes,No,72.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.15,6316.2,0
+5896-NPFWW,Male,0,Yes,Yes,3.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,50.15,168.15,0
+9978-HYCIN,Male,1,Yes,Yes,47.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),84.95,4018.05,0
+8338-QIUNR,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),66.5,4811.6,0
+1525-LNLOJ,Male,0,Yes,Yes,66.0,Yes,Yes,DSL,No,No,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),63.3,4189.7,0
+9450-TRJUU,Male,0,No,No,35.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,83.15,2848.45,0
+1766-GKNMI,Male,0,No,No,29.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.9,2516.2,0
+6942-LBFDP,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,33.6,0
+1456-TWCGB,Male,0,No,No,4.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.25,208.45,0
+7133-VBDCG,Female,0,No,No,25.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.85,2015.35,0
+7596-ZYWBB,Female,0,No,No,65.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,59.6,3739.8,0
+8329-UTMVM,Male,1,No,No,27.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.65,2964.0,0
+3014-WJKSM,Male,0,Yes,No,29.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),75.3,2263.4,0
+3347-YJZZE,Male,0,Yes,Yes,29.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),80.1,2211.8,0
+1029-QFBEN,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,0
+7929-DMBCV,Female,0,Yes,No,20.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,81.0,1683.7,0
+9661-JALZV,Female,0,No,No,58.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.7,1519.0,0
+5433-KYGHE,Female,0,No,Yes,14.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,86.0,1164.05,0
+4312-KFRXN,Male,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,1710.9,0
+5575-TPIZQ,Male,0,No,No,46.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.15,4245.55,0
+0114-IGABW,Female,0,Yes,No,71.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),58.25,4145.9,0
+9944-AEXBM,Male,0,No,No,32.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.65,2664.3,0
+1853-ARAAQ,Female,0,No,No,26.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.35,1277.5,0
+6952-OMNWB,Male,1,Yes,No,68.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),80.35,5589.3,0
+4697-LUPSU,Male,0,Yes,Yes,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.2,34.75,0
+8434-VGEQQ,Male,0,Yes,Yes,61.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1305.95,0
+4952-YSOGZ,Female,0,Yes,Yes,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.95,381.3,0
+1589-AGTLK,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.35,141.5,0
+5244-IRFIH,Male,1,Yes,No,33.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.5,3105.55,0
+6549-YMFAW,Male,1,Yes,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.25,204.55,0
+4950-HKQTE,Female,0,No,No,22.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.25,605.9,0
+6786-OBWQR,Female,0,Yes,Yes,5.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.85,356.1,0
+2684-EIWEO,Female,1,No,No,30.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Credit card (automatic),91.7,2758.15,0
+2753-JMMCV,Male,0,No,No,65.0,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),74.2,4805.65,0
+6439-GTPCA,Female,0,No,No,45.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,87.25,3941.7,0
+6621-YOBKI,Male,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,92.75,0
+1216-JWVUX,Male,0,Yes,Yes,25.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,1901.05,0
+7564-GHCVB,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),79.05,5730.7,0
+1173-NOEYG,Female,0,Yes,No,27.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),90.15,2423.4,0
+7595-EHCDL,Male,0,Yes,Yes,32.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),50.6,1653.45,0
+6647-ZEDXT,Female,0,No,No,30.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),110.45,3327.05,0
+2521-NPUZR,Male,0,Yes,No,70.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),101.0,7085.5,0
+1307-TVUFB,Male,1,No,No,42.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.35,3344.1,0
+7503-MIOGA,Female,1,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.85,6697.35,0
+4381-MHQDC,Female,0,No,No,47.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Mailed check,65.0,2879.9,0
+6923-JHPMP,Female,0,No,No,2.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.45,137.1,0
+5138-WVKYJ,Male,0,No,No,10.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,98.55,1008.55,0
+4018-PPNDW,Female,0,Yes,Yes,61.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.1,1551.6,0
+1635-FJFCC,Female,0,No,No,5.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.05,202.15,0
+2499-AJYUA,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,7882.25,0
+6919-ELBGL,Male,1,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.95,8196.4,0
+3966-HRMZA,Female,1,No,No,3.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,75.05,202.9,0
+6425-JWTDV,Male,0,Yes,No,48.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.25,855.1,0
+8405-IGQFX,Female,0,No,No,63.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),90.05,5817.0,0
+8224-IVVPA,Female,0,No,No,27.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,56.7,1652.95,0
+9477-LGWQI,Male,0,Yes,Yes,70.0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),80.15,5600.15,0
+1410-RSCMR,Male,0,Yes,Yes,7.0,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),71.35,515.75,0
+0139-IVFJG,Female,0,Yes,No,2.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,90.35,190.5,0
+6683-VLCTZ,Male,1,No,No,20.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.55,1842.8,0
+5730-DBDSI,Male,0,No,No,66.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,1253.8,0
+0030-FNXPP,Female,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,57.2,0
+2189-WWOEW,Female,0,No,Yes,15.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.9,1269.55,0
+5684-FJVYR,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),90.35,6563.4,0
+4013-GUXND,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.8,20.8,0
+1894-IGFSG,Female,0,No,No,22.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.25,1907.85,0
+7379-POKDZ,Male,0,Yes,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,208.85,0
+1266-NZYUI,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),66.85,4758.8,0
+7969-FFOWG,Male,0,Yes,Yes,65.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,1292.6,0
+4718-DHSMV,Female,0,No,No,11.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,35.8,363.15,0
+5175-WLYXL,Male,0,No,No,22.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,78.85,1600.25,0
+7817-OMJNA,Male,0,No,No,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.4,275.7,0
+8728-SKJLR,Male,0,No,No,41.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,74.25,3089.1,0
+3137-NYQQI,Male,0,Yes,No,17.0,Yes,No,DSL,Yes,Yes,No,No,No,Yes,One year,No,Mailed check,64.8,1175.6,0
+7706-DZNKK,Male,0,No,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.45,237.3,0
+0236-HFWSV,Male,0,No,No,15.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.35,1444.65,0
+3900-AQPHZ,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,0
+5842-POCOP,Female,0,Yes,No,5.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,88.9,454.15,0
+2037-XJFUP,Male,0,Yes,No,33.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,95.8,3036.75,0
+8823-RLPWL,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),110.65,8065.65,0
+9505-SQFSW,Female,0,Yes,Yes,3.0,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,40.3,92.5,0
+7314-OXENN,Male,0,No,No,2.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,82.0,184.65,0
+3758-CKOQL,Female,0,Yes,No,59.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),107.0,6152.3,0
+0322-CHQRU,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.35,89.5,0
+5676-CFLYY,Male,0,Yes,Yes,71.0,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),73.35,5154.5,0
+7521-AFHAB,Female,0,Yes,Yes,5.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.8,220.45,0
+0285-INHLN,Male,0,Yes,Yes,27.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),54.75,1510.3,0
+4678-DVQEO,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,52.2,52.2,0
+5125-CNDSP,Male,0,No,Yes,63.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),40.6,2588.95,0
+0691-IFBQW,Female,1,No,No,46.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,110.0,4874.8,0
+4992-LTJNE,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),55.3,3983.6,0
+2202-OUTMO,Female,0,Yes,No,34.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),60.85,2003.6,0
+0810-BDHAW,Female,0,Yes,Yes,24.0,Yes,Yes,DSL,Yes,Yes,No,No,Yes,Yes,One year,No,Electronic check,78.4,1832.4,0
+0229-LFJAF,Male,0,No,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),69.65,4908.25,0
+7131-ZQZNK,Female,0,Yes,Yes,60.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),59.85,3590.2,0
+3442-ZHHCC,Male,0,No,No,68.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),76.9,5023.0,0
+5726-CVNYA,Female,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,146.6,0
+9871-ELEYA,Female,0,No,Yes,34.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),67.65,2339.3,0
+4257-GAESD,Female,0,No,No,6.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),45.0,298.7,0
+5173-WXOQV,Male,0,Yes,No,2.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,64.2,143.65,0
+2040-OBMLJ,Male,0,No,No,31.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,No,Credit card (automatic),81.7,2548.65,0
+6286-ZHAOK,Female,0,Yes,Yes,20.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.55,507.4,0
+3807-XHCJH,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.0,20.0,0
+3009-JWMPU,Male,0,No,No,62.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,96.75,6125.4,0
+5671-RQRLP,Female,1,Yes,No,70.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Two year,Yes,Credit card (automatic),75.65,5411.4,0
+1450-GALXR,Female,0,No,No,10.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,1058.25,0
+8859-AXJZP,Male,0,Yes,Yes,39.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,23.8,903.8,0
+3174-AKMAS,Female,0,Yes,No,46.0,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),64.2,3009.5,0
+3138-BKYAV,Male,0,No,No,6.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.35,489.45,0
+9926-PJHDQ,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),76.8,5468.45,0
+7382-DFJTU,Male,0,No,No,18.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),55.2,1058.1,0
+2798-NYLMZ,Male,0,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.55,7616.0,0
+4289-DTDKW,Male,0,Yes,No,40.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.3,4113.1,0
+1820-TQVEV,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,69.55,0
+2239-JALAW,Male,0,No,No,58.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.25,6017.65,0
+4853-RULSV,Male,0,No,No,70.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.0,7250.15,0
+8098-TDCBU,Female,0,Yes,No,42.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,25.25,1108.2,0
+3551-GAEGL,Male,0,Yes,Yes,34.0,No,No phone service,DSL,Yes,No,No,No,No,No,One year,No,Bank transfer (automatic),30.4,938.65,0
+4785-NKHCX,Male,1,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.05,94.15,0
+3196-NVXLZ,Female,0,No,No,25.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,84.6,2088.05,0
+6275-YDUVO,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,86.2,178.7,0
+0036-IHMOT,Female,0,Yes,Yes,55.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.7,5656.75,0
+0115-TFERT,Male,0,Yes,No,21.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.2,2317.1,0
+4178-EGMON,Male,0,Yes,No,70.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),88.0,5986.45,0
+4220-TINQT,Female,0,Yes,No,61.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.35,6751.35,0
+5318-YKDPV,Male,0,Yes,Yes,43.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.15,3566.6,0
+7975-TZMLR,Male,0,No,No,47.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.1,4889.3,0
+0295-QVKPB,Male,0,No,No,5.0,Yes,No,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),63.95,318.1,0
+4335-BSMJS,Female,0,No,No,62.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.8,1563.95,0
+2311-QYMUQ,Female,0,Yes,Yes,16.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.45,1430.25,0
+3643-AHCFP,Male,1,Yes,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.6,644.35,0
+9146-JRIOX,Female,0,Yes,Yes,14.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.55,372.45,0
+3104-OWCGK,Male,0,Yes,Yes,60.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,One year,No,Electronic check,90.95,5453.4,0
+5337-IIWKZ,Male,0,Yes,Yes,34.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,44.85,1442.6,0
+9101-BWFSS,Female,0,Yes,No,50.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,No,Electronic check,108.55,5610.7,0
+9650-VBUOG,Male,0,Yes,Yes,38.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,963.95,0
+3487-EARAT,Female,0,Yes,Yes,70.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),74.1,5222.3,0
+2672-TGEFF,Female,0,Yes,Yes,37.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.8,3340.55,0
+9231-ZJYAM,Female,1,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.85,292.8,0
+4250-WAROZ,Male,1,Yes,Yes,60.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,93.25,5774.55,0
+8184-WMOFI,Male,0,Yes,Yes,62.0,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),71.4,4487.3,0
+6982-SSHFK,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.4,44.4,0
+6092-QZVPP,Male,0,No,No,36.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),79.2,2854.95,0
+4625-LAMOB,Male,0,No,No,44.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.4,905.55,0
+0727-BMPLR,Female,1,No,No,55.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,100.0,5509.3,0
+0392-BZIUW,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),105.0,7589.8,0
+1038-ZAGBI,Female,0,Yes,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,229.6,0
+6549-NNDYT,Female,0,No,No,13.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),30.85,394.1,0
+3027-ZTDHO,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.9,89.9,0
+0422-OHQHQ,Female,0,Yes,Yes,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.55,295.95,0
+6916-HIJSE,Female,0,No,No,65.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.85,5459.2,0
+2316-ESMLS,Female,0,Yes,Yes,12.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),33.15,444.75,0
+9778-OGKQZ,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),92.0,6782.15,0
+7408-OFWXJ,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.8,6510.45,0
+6007-TCTST,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.8,8476.5,0
+2252-NKNSI,Male,0,No,Yes,52.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,85.15,4461.85,0
+8713-IGZSO,Male,0,No,No,2.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.85,62.0,0
+7905-TVXTA,Female,0,No,No,5.0,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,64.35,352.65,0
+7695-PKLCZ,Female,0,No,No,68.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1424.9,0
+2382-BCKQJ,Female,0,No,Yes,62.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,100.15,6413.65,0
+8374-UULRV,Male,0,No,No,72.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.05,6309.65,0
+2207-NHRJK,Male,0,No,No,1.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,50.8,50.8,0
+3224-DFQNQ,Female,0,Yes,No,66.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,No,Electronic check,89.0,5898.6,0
+5275-PMFUT,Male,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.8,4719.75,0
+4795-UXVCJ,Male,0,No,No,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,457.3,0
+9777-IQHWP,Male,0,Yes,Yes,64.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),93.4,5822.3,0
+0947-MUGVO,Male,1,Yes,No,20.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.65,1463.5,0
+9944-HKVVB,Female,0,No,No,3.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,307.4,0
+4124-MMETB,Male,0,No,No,22.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.65,2104.55,0
+3671-SHRSP,Male,0,Yes,No,4.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,80.6,319.15,0
+0979-MOZQI,Male,0,Yes,No,62.0,No,No phone service,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),39.0,2337.45,0
+2732-ISEZX,Female,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,104.3,0
+3313-QKNKB,Male,0,Yes,No,59.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,One year,No,Electronic check,85.55,5084.65,0
+0323-XWWTN,Male,0,No,Yes,3.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,26.4,121.25,0
+1937-OTUKY,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),98.2,7015.9,0
+1573-LGXBA,Male,0,Yes,Yes,57.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),97.55,5598.0,0
+1764-VUUMT,Male,0,No,Yes,66.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,1269.1,0
+5073-WXOYN,Female,0,No,No,60.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.8,3027.4,0
+4713-ZBURT,Male,0,No,Yes,45.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),99.7,4634.35,0
+3050-GBUSH,Female,0,No,No,3.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),34.8,113.95,0
+0207-MDKNV,Female,0,No,No,15.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,105.1,1582.75,0
+7876-AEHIG,Female,0,No,Yes,51.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),60.15,3077.0,0
+7945-HLKEA,Female,0,No,No,60.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,One year,No,Electronic check,64.75,4039.5,0
+9342-VNIMQ,Male,0,No,No,33.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),54.65,1665.2,0
+9851-KIELU,Male,0,No,No,10.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.1,1043.3,0
+3523-BRGUW,Male,1,No,No,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,504.2,0
+3908-BLSYF,Female,0,No,No,6.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,83.9,497.55,0
+3199-NPKCN,Female,0,Yes,No,67.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.25,7511.65,0
+5170-PTRKA,Female,0,Yes,Yes,49.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Credit card (automatic),35.8,1782.0,0
+4661-NJEUX,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,20.05,0
+2123-AGEEN,Female,1,No,No,7.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,84.35,609.65,0
+1258-YMZNM,Female,1,No,No,27.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),110.5,2857.6,0
+0048-LUMLS,Male,0,Yes,Yes,37.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Credit card (automatic),91.2,3247.55,0
+7549-MYGPK,Female,0,Yes,Yes,63.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,100.55,6215.35,0
+5898-IGSLP,Male,0,Yes,Yes,31.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,89.3,2823.0,0
+3804-RVTGV,Male,0,Yes,Yes,50.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.85,5017.9,0
+6259-WJQLC,Male,1,No,No,32.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),81.1,2619.25,0
+9227-LUNBG,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.6,24.6,0
+7997-EASSD,Female,0,Yes,No,63.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,Yes,Credit card (automatic),81.2,4965.1,0
+0730-KOAVE,Male,0,No,No,30.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.3,2679.7,0
+8975-SKGRX,Male,0,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.1,8310.55,0
+0678-RLHVP,Female,0,No,No,53.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,105.55,5682.25,0
+4315-MURBD,Female,0,No,No,12.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.9,1120.95,0
+2267-FPIMA,Male,0,Yes,No,50.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.4,4914.9,0
+1051-GEJLJ,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,27.55,0
+9734-YWGEX,Female,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),98.3,923.5,0
+2719-BDAQO,Male,0,No,No,17.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,93.85,1625.65,0
+5285-MVEHD,Female,0,Yes,No,56.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),105.6,6068.65,0
+0379-DJQHR,Male,0,Yes,Yes,67.0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),81.35,5398.6,0
+0781-LKXBR,Male,1,No,No,9.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.5,918.6,0
+5543-QDCRY,Male,0,No,No,4.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,56.4,234.85,0
+0297-RBCSG,Male,0,No,No,19.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),65.35,1231.85,0
+4694-PHWFW,Female,0,No,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,170.9,0
+0835-JKADZ,Female,0,No,No,71.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,111.25,7984.15,0
+1907-UBQFC,Male,1,No,No,10.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,72.85,688.65,0
+7508-SMHXL,Female,1,No,No,15.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Credit card (automatic),89.0,1288.3,0
+3865-YIOTT,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.1,7848.5,0
+5993-BQHEA,Male,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,267.0,0
+6024-RUGGH,Male,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.2,1798.9,0
+6513-EECDB,Male,1,Yes,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.55,73.55,0
+3956-CJUST,Female,1,No,No,23.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.4,1643.55,0
+4079-WWQQQ,Male,0,No,No,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.55,4807.45,0
+6103-BOCOU,Female,0,No,No,26.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.7,2193.0,0
+5149-TGWDZ,Female,0,No,No,21.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,104.55,2239.4,0
+7471-WNSUF,Male,0,Yes,No,60.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.15,1505.9,0
+8942-DBMHZ,Male,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,255.35,0
+4301-VVZKA,Male,0,Yes,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.4,1189.4,0
+9199-PWQVC,Female,0,Yes,No,63.0,Yes,Yes,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),79.7,4786.15,0
+4824-GUCBY,Female,1,No,No,22.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,81.7,1820.9,0
+5393-HJZSM,Female,0,Yes,Yes,32.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),76.3,2404.15,0
+7074-IEVOJ,Female,1,No,No,3.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.4,205.05,0
+9625-QSTYE,Female,0,No,No,13.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.15,952.3,0
+0862-PRCBS,Female,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),103.75,7039.45,0
+8812-ZRHFP,Female,0,Yes,Yes,30.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,One year,No,Electronic check,86.45,2538.05,0
+5146-CBVOE,Female,0,No,No,16.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.1,1212.85,0
+0454-OKRCT,Male,0,No,No,33.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),80.6,2651.1,0
+5787-KXGIY,Male,0,Yes,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.3,1304.8,0
+4750-ZRXIU,Female,1,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.6,360.1,0
+4198-VFOEA,Female,0,No,No,12.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,33.6,435.45,0
+6630-UJZMY,Female,1,Yes,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.25,308.05,0
+6400-BWQKW,Female,0,No,No,6.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.05,434.5,0
+2692-AQCPF,Female,0,Yes,No,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),108.05,7118.9,0
+0347-UBKUZ,Female,0,No,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,320.45,0
+0835-DUUIQ,Female,0,No,Yes,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),21.05,531.55,0
+0811-GSDTP,Female,0,No,Yes,13.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.15,382.2,0
+7567-ECMCM,Male,0,No,No,24.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),79.85,2001.0,0
+6115-ZTBFQ,Female,0,Yes,No,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),65.5,4919.7,0
+6353-BRMMA,Female,0,Yes,Yes,54.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.1,5645.8,0
+6680-WKXRZ,Female,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.4,215.8,0
+6231-WFGFH,Male,0,Yes,Yes,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,77.6,0
+9904-EHEVJ,Female,1,Yes,Yes,32.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,91.35,2896.55,0
+7028-DVOIQ,Male,1,No,No,35.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.05,3395.8,0
+6169-PPETC,Male,0,Yes,Yes,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.5,759.35,0
+4208-UFFGW,Male,1,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.95,85.15,0
+8584-KMVXD,Female,0,No,No,8.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,75.6,535.55,0
+8467-WYNSR,Male,0,No,No,22.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,55.1,1253.15,0
+0851-DFJKB,Female,0,No,No,15.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,58.95,955.15,0
+5382-SOYZL,Male,0,No,No,22.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,2162.6,0
+9448-REEVD,Male,0,Yes,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),44.7,44.7,0
+3261-CQXOL,Female,0,Yes,Yes,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.45,1813.35,0
+8388-FYNPZ,Male,0,No,No,4.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Electronic check,56.75,245.15,0
+4002-BQWPQ,Male,0,No,No,25.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),81.75,2028.8,0
+5651-YLPRD,Female,0,Yes,Yes,32.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.1,2723.75,0
+2826-DXLQO,Male,1,Yes,No,7.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),29.8,220.45,0
+4378-BZYFP,Male,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.5,365.8,0
+9489-UTFKA,Male,1,Yes,No,8.0,Yes,No,DSL,Yes,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),60.9,551.95,0
+4849-PYRLQ,Female,1,No,No,56.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),73.25,4054.2,0
+9117-SHLZX,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.7,45.7,0
+9889-TMAHG,Male,1,No,No,8.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),100.3,832.35,0
+4541-RMRLG,Male,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.25,112.3,0
+7764-BDPEE,Male,0,No,Yes,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.85,60.65,0
+3429-IFLEM,Female,0,No,No,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),77.35,5550.1,0
+3158-MOERK,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.0,174.8,0
+7294-TMAOP,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.55,90.55,0
+5002-GCQFH,Male,0,Yes,No,49.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.85,4733.1,0
+0556-FJEGU,Male,0,No,No,58.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),70.1,4048.95,0
+8919-FYFQZ,Male,1,Yes,No,44.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.35,1359.7,0
+0604-THJFP,Female,0,Yes,Yes,59.0,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),75.95,4542.35,0
+2834-JRTUA,Male,0,No,No,71.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.05,7532.15,0
+5875-YPQFJ,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,0
+5879-SESNB,Female,0,No,No,11.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.25,888.65,0
+6646-QVXLR,Male,1,Yes,No,62.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.75,6383.35,0
+6461-PPAXN,Female,0,Yes,Yes,35.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),54.95,1916.0,0
+3318-ISQFQ,Female,0,No,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.5,413.0,0
+1106-HRLKZ,Male,0,Yes,Yes,40.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,808.95,0
+2483-XSSMZ,Female,0,No,No,39.0,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Electronic check,47.85,1886.4,0
+8603-IJWDN,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.6,86.6,0
+8165-ZJRNM,Female,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.75,1679.25,0
+9369-XFEHK,Female,1,Yes,No,33.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.6,2656.5,0
+2604-XVDAM,Female,0,No,No,12.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),43.8,540.95,0
+3717-OFRTN,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.75,19.75,0
+9046-JBFWA,Male,0,No,Yes,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.15,537.35,0
+3280-NMUVX,Male,0,Yes,Yes,34.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.6,678.8,0
+1206-EHBDD,Female,0,Yes,No,56.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Two year,No,Bank transfer (automatic),80.3,4513.65,0
+8361-LBRDI,Female,0,No,No,58.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.35,1423.85,0
+4883-KCPZJ,Female,0,Yes,Yes,22.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,555.4,0
+9108-EQPNQ,Female,0,Yes,Yes,10.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26.1,225.55,0
+7277-KAMWT,Male,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.0,268.45,0
+3842-IYKUE,Female,0,No,No,35.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),85.3,2917.5,0
+6641-XRPSU,Female,0,No,No,34.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),70.0,2416.1,0
+1374-DMZUI,Female,1,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.3,424.45,0
+2545-LXYVJ,Male,0,Yes,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.7,1492.1,0
+3234-VKACU,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,70.3,132.4,0
+8357-EQXFO,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.35,660.9,0
+1989-PRJHP,Male,1,Yes,No,27.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,1893.95,0
+8120-JDCAM,Male,0,Yes,Yes,4.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.55,284.9,0
+8917-FAEMR,Female,0,No,No,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,784.25,0
+7047-YXDMZ,Male,0,No,No,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,417.7,0
+2858-EIMXH,Female,1,Yes,No,53.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),95.85,5016.25,0
+9524-EGPJC,Female,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.1,1612.75,0
+6993-OHLXR,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,68.95,119.75,0
+8818-XYFCQ,Male,0,Yes,Yes,32.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.55,3204.65,0
+6419-ZTTLE,Male,1,Yes,No,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.75,485.2,0
+0929-HYQEW,Male,0,No,No,3.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,160.85,0
+6614-YOLAC,Female,0,Yes,Yes,71.0,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Mailed check,58.65,4145.25,0
+7426-RHZGU,Male,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.9,827.45,0
+4065-JJAVA,Female,0,No,No,1.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,49.5,49.5,0
+4695-VADHF,Male,0,Yes,Yes,18.0,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,57.45,990.85,0
+3863-IUBJR,Male,0,Yes,Yes,12.0,Yes,No,DSL,No,No,No,No,No,Yes,One year,No,Credit card (automatic),53.65,696.35,0
+7649-SIJJF,Male,0,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,80.1,5585.4,0
+9361-YNQWJ,Female,0,No,No,64.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.4,1601.2,0
+3748-FVMZZ,Male,0,No,No,4.0,No,No phone service,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,40.05,162.45,0
+9391-TTOYH,Female,0,No,No,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.5,470.2,0
+1452-XRSJV,Female,0,Yes,Yes,39.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),51.05,2066.0,0
+3422-WJOYD,Male,0,Yes,No,28.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,54.35,1426.45,0
+8242-SOQUO,Female,1,No,No,5.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.7,392.5,0
+7460-ITWWP,Female,1,Yes,No,45.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,86.1,3861.45,0
+7147-AYBAA,Male,0,No,No,37.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.35,2552.9,0
+7868-TMWMZ,Female,1,Yes,No,60.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.0,6668.35,0
+4822-RVYBB,Male,1,No,No,8.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.6,819.4,0
+6732-FZUGP,Female,0,No,No,47.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,One year,No,Credit card (automatic),94.9,4615.25,0
+8436-BJUMM,Male,0,Yes,Yes,26.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.75,2070.6,0
+4184-TJFAN,Female,1,Yes,Yes,3.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,88.3,273.75,0
+8329-GWVPJ,Female,0,Yes,Yes,50.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.75,3557.7,0
+1352-VHKAJ,Male,0,Yes,Yes,27.0,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),71.6,1957.1,0
+4145-UQXUQ,Female,1,No,No,8.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.1,729.95,0
+2632-TACXW,Female,0,Yes,No,62.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.65,1416.75,0
+8146-QQKZH,Female,0,Yes,No,71.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),81.85,5924.4,0
+1767-CJKBA,Male,0,No,No,66.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.1,1697.7,0
+6445-TNRXS,Male,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.7,7849.85,0
+4581-LNWUM,Female,0,No,No,13.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,49.15,649.4,0
+4869-EPIUS,Male,0,Yes,No,56.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,One year,Yes,Electronic check,80.9,4557.5,0
+9948-YPTDG,Male,0,Yes,No,38.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.45,3013.05,0
+1236-WFCDV,Male,1,No,No,14.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),90.45,1266.1,0
+1915-OAKWD,Female,0,No,Yes,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.3,360.35,0
+7296-PIXQY,Female,0,Yes,Yes,14.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.2,1046.5,0
+4883-QICIH,Male,0,Yes,Yes,32.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.75,2347.9,0
+3354-OADJP,Female,0,No,No,8.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),54.25,447.75,0
+3524-WQDSG,Female,0,Yes,Yes,43.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.3,4209.95,0
+0810-DHDBD,Female,0,No,No,52.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Credit card (automatic),74.0,3877.65,0
+4026-SKKHW,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.25,152.3,0
+2829-HYVZP,Male,0,No,No,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.8,572.2,0
+8329-IBCTI,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,0
+1271-SJBGZ,Male,1,No,No,12.0,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,43.65,526.95,0
+3845-JHAMY,Female,0,Yes,Yes,16.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),35.5,552.7,0
+7013-PSXHK,Female,0,No,No,40.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,80.75,3208.65,0
+5669-SRAIP,Female,0,No,No,5.0,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,39.5,210.75,0
+5981-ITEMU,Male,0,Yes,No,40.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),97.1,3706.95,0
+3486-NPGST,Female,0,No,No,36.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.55,620.75,0
+6941-PMGEP,Female,0,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.0,412.5,0
+1624-WOIWJ,Female,0,No,No,10.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,84.7,832.05,0
+2074-GKOWZ,Male,0,Yes,Yes,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),89.55,185.55,0
+0376-YMCJC,Male,0,No,No,23.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,90.6,1943.2,0
+6100-FJZDG,Male,0,Yes,Yes,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.05,505.9,0
+4829-ZLJTK,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,112.4,8046.85,0
+1730-VFMWO,Female,0,Yes,No,34.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),50.2,1815.3,0
+7143-BQIBA,Male,0,No,No,10.0,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),62.25,612.95,0
+3800-LYTRK,Female,0,No,No,14.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,55.7,795.15,0
+0634-SZPQA,Female,0,No,No,23.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),90.05,2169.8,0
+9646-NMHXE,Male,0,Yes,No,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,973.1,0
+7030-NJVDP,Male,0,Yes,No,24.0,Yes,No,Fiber optic,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.25,2210.2,0
+5536-RTPWK,Male,0,Yes,No,49.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.05,4853.75,0
+8883-GRDWQ,Male,1,No,No,20.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,54.0,1055.9,0
+6166-ILMNY,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.75,144.55,0
+3097-NNSPB,Female,0,No,No,2.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.05,91.1,0
+7771-ZONAT,Male,0,No,No,22.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),56.75,1304.85,0
+0655-RBDUG,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.05,713.0,0
+2111-DWYHN,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,21.1,21.1,0
+4194-WHFCB,Female,0,Yes,Yes,59.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),96.65,5580.8,0
+4121-AGSIN,Female,0,Yes,Yes,58.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),24.5,1497.9,0
+4361-BKAXE,Female,0,No,No,41.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),114.5,4527.45,0
+9845-PEEKO,Female,1,No,No,59.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Two year,Yes,Credit card (automatic),79.2,4590.35,0
+0455-XFASS,Female,0,Yes,Yes,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,200.2,0
+0301-KOBTQ,Male,0,No,No,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.05,614.45,0
+1751-NCDLI,Male,1,Yes,No,46.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.85,4564.9,0
+9878-TNQGW,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.95,171.15,0
+9170-ARBTB,Female,0,Yes,Yes,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.6,1012.4,0
+4441-NIHPT,Female,1,No,No,13.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.3,940.35,0
+8999-BOHSE,Female,1,No,No,11.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),89.7,1047.7,0
+7241-AJHFS,Male,0,No,No,32.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),87.65,2766.4,0
+7029-RPUAV,Male,1,Yes,No,17.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.45,1622.45,0
+4546-FOKWR,Female,0,No,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.75,1129.35,0
+9036-CSKBW,Female,0,No,No,51.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),107.45,5680.9,0
+5832-TRLPB,Male,0,No,No,29.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),75.35,2243.9,0
+8590-YFFQO,Male,0,Yes,No,70.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),64.95,4523.25,0
+8659-IOOPU,Female,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Electronic check,100.45,7159.7,0
+1338-CECEE,Male,0,Yes,Yes,41.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),68.5,2839.95,0
+7439-DKZTW,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.55,80.55,0
+4646-QZXTF,Female,0,Yes,No,7.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),81.25,580.1,0
+4607-CHPCA,Male,0,Yes,Yes,25.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Electronic check,90.4,2178.6,0
+9742-XOKTS,Male,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,No,Electronic check,89.55,6038.55,0
+6921-OZMFH,Male,0,Yes,Yes,5.0,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,55.7,259.4,0
+9578-FOMUK,Male,0,No,Yes,15.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,24.8,324.15,0
+4712-UYOOI,Female,0,Yes,Yes,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.0,417.65,0
+8824-RWFXJ,Male,0,Yes,Yes,3.0,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,56.15,168.15,0
+7722-CVFXN,Male,0,Yes,Yes,54.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,105.2,5637.85,0
+8717-VCTXJ,Male,0,No,No,42.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.55,839.4,0
+7363-QTBIW,Female,0,Yes,No,9.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.75,769.1,0
+4159-NAAIX,Female,0,No,No,63.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),97.45,6253.0,0
+0971-QIFJK,Female,0,Yes,No,69.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.25,1641.8,0
+9397-TZSHA,Female,0,No,No,69.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.6,1678.05,0
+3391-JSQEW,Male,0,Yes,No,40.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,2058.5,0
+0343-QLUZP,Male,0,No,No,60.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),39.6,2424.5,0
+9763-PDTKK,Female,0,No,No,4.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),94.4,387.2,0
+2176-LVPNX,Female,1,No,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,89.85,6293.45,0
+7627-JKIAZ,Female,0,Yes,No,37.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),78.95,2839.65,0
+3312-UUMZW,Male,0,Yes,No,32.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.85,3145.9,0
+1271-UODNO,Male,0,No,No,39.0,Yes,Yes,DSL,No,No,No,Yes,No,No,Two year,Yes,Credit card (automatic),53.85,2200.7,0
+8461-EFQYM,Female,0,No,No,38.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,24.25,914.4,0
+6900-RBKER,Male,0,No,No,52.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),89.45,4577.75,0
+6891-JPYFF,Female,0,Yes,Yes,48.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.25,4997.5,0
+1459-QNFQT,Male,0,Yes,Yes,70.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),59.5,4144.8,0
+1047-NNCBF,Male,0,No,No,20.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.55,1493.55,0
+3696-XRIEN,Female,0,No,No,50.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),82.5,4179.1,0
+4081-DYXAV,Female,0,No,No,19.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),44.85,893.55,0
+0074-HDKDG,Male,0,Yes,Yes,25.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),61.6,1611.0,0
+8791-GFXLZ,Male,0,No,No,12.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.05,593.05,0
+8111-SLLHI,Male,1,Yes,No,39.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.65,4284.8,0
+0927-LCSMG,Male,0,No,No,7.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,74.65,544.55,0
+9330-DHBFL,Female,0,Yes,Yes,23.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Mailed check,66.25,1533.8,0
+0098-BOWSO,Male,0,No,No,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.4,529.8,0
+3452-ABWRL,Male,1,No,No,47.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),86.05,3865.6,0
+5859-HZYLF,Male,0,Yes,Yes,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.15,515.75,0
+8257-RZAHR,Female,0,Yes,No,14.0,Yes,Yes,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),64.7,941.0,0
+5293-WXJAK,Female,1,Yes,No,11.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.05,1133.65,0
+3156-QLHBO,Male,0,No,Yes,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,48.35,0
+2208-NQBCT,Female,0,Yes,Yes,26.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,81.95,2070.05,0
+1779-PWPMG,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.65,8333.95,0
+6621-NRZAK,Female,0,Yes,Yes,63.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.0,1209.25,0
+0831-JNISG,Male,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.8,1396.25,0
+0774-IFUVM,Male,0,Yes,Yes,11.0,Yes,Yes,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),65.15,723.35,0
+3082-WQRVY,Male,1,Yes,No,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,228.65,0
+9553-DLCLU,Female,0,No,Yes,13.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.95,1161.75,0
+1641-BYBTK,Male,0,No,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,98.35,0
+2460-NGXBJ,Male,1,Yes,Yes,11.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.2,775.3,0
+2446-ZKVAF,Male,0,Yes,No,18.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),56.8,1074.65,0
+0841-NULXI,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.55,35.55,0
+3522-CDKHF,Female,0,Yes,No,32.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.5,2324.7,0
+1430-SFQSA,Male,0,No,No,29.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,35.6,1072.6,0
+0411-EZJZE,Female,0,No,No,3.0,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,60.25,170.5,0
+7851-WZEKY,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.15,196.9,0
+8844-TONUD,Male,0,Yes,Yes,13.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,96.65,1162.85,0
+8807-ARQET,Female,0,No,No,41.0,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,40.35,1677.85,0
+8992-CEUEN,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,18.85,18.85,0
+4320-QMLLA,Male,0,No,No,7.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,54.85,370.4,0
+8777-PVYGU,Female,0,Yes,No,52.0,Yes,No,DSL,Yes,No,Yes,No,Yes,No,One year,Yes,Mailed check,64.3,3410.6,0
+8292-ITGYJ,Female,0,Yes,Yes,45.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.65,1138.8,0
+6870-ZWMNX,Male,0,Yes,No,70.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),76.1,5264.25,0
+0621-CXBKL,Female,0,No,No,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,18.7,1005.7,0
+5268-DSMNQ,Female,1,Yes,No,62.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),97.95,5936.55,0
+5334-JLAXU,Female,0,Yes,No,60.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.1,5475.9,0
+4086-YQSNZ,Female,1,Yes,No,3.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.4,224.05,0
+6242-MBHPK,Female,1,Yes,No,23.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,2326.05,0
+5868-CZJDR,Male,0,No,Yes,1.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,31.35,31.35,0
+9359-UGBTK,Female,0,No,No,67.0,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),72.35,4991.5,0
+0135-NMXAP,Female,0,No,No,12.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.75,1052.4,0
+4782-OSFXZ,Female,1,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),82.7,5831.2,0
+6479-OAUSD,Male,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.9,510.8,0
+7129-ACFOG,Female,0,No,No,5.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,53.8,283.95,0
+4189-NAKJS,Male,0,No,No,26.0,Yes,Yes,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),51.55,1295.4,0
+5562-BETPV,Male,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,19.65,0
+1282-IHQAC,Male,1,No,No,70.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),44.05,3011.65,0
+9127-FHJBZ,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,114.0,8093.15,0
+6270-OMFIW,Male,0,Yes,No,60.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,94.4,5610.25,0
+1641-RQDAY,Female,1,Yes,Yes,32.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.4,3217.65,0
+0107-WESLM,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.85,19.85,0
+6994-ORCWG,Female,0,No,No,14.0,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Mailed check,54.25,773.2,0
+1346-UFHAX,Female,0,No,No,13.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.0,1029.35,0
+3992-YWPKO,Female,0,No,No,6.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.9,669.45,0
+2933-XEUJM,Female,0,No,No,46.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Mailed check,79.2,3593.8,0
+0125-LZQXK,Male,0,No,No,15.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,1553.95,0
+5461-QKNTN,Male,1,Yes,No,43.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,94.3,3953.15,0
+4835-YSJMR,Male,0,No,No,39.0,Yes,No,DSL,No,No,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),49.8,1971.15,0
+8399-YNDCH,Male,1,No,No,21.0,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),60.05,1236.15,0
+3164-YAXFY,Male,0,No,No,57.0,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,53.75,3196.0,0
+0887-WBJVH,Female,0,Yes,No,53.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,93.45,4872.2,0
+4660-IRIBM,Male,0,Yes,Yes,18.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,87.9,1500.5,0
+5673-FSSMF,Female,0,No,No,1.0,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,60.15,60.15,0
+7670-ZBPOQ,Female,0,Yes,No,58.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),61.05,3478.75,0
+8089-UZWLX,Female,1,No,No,71.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),104.05,7413.55,0
+0080-OROZO,Female,0,No,No,35.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,99.25,3532.0,0
+3916-NRPAP,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),85.7,256.75,0
+6807-SIWJI,Male,0,No,No,38.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,104.85,3887.25,0
+8221-HVAYI,Male,0,Yes,Yes,35.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),69.15,2490.15,0
+1579-KLYDT,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,90.45,593.45,0
+5232-NXPAY,Female,0,No,No,47.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,74.45,3510.3,0
+8967-SZQAS,Female,0,No,No,14.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,50.45,765.45,0
+4468-KAZHE,Female,1,Yes,No,20.0,Yes,No,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,60.0,1259.35,0
+0455-ENTCR,Male,0,Yes,No,66.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,85.25,5538.35,0
+8944-AILEF,Male,0,Yes,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.45,340.85,0
+5542-NKVRU,Female,0,No,No,42.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.75,844.45,0
+7126-RBHSD,Female,0,Yes,No,17.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,78.9,1348.95,0
+5370-IIVVL,Male,0,No,No,37.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.5,3778.0,0
+6789-HJBWG,Female,0,No,No,12.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.4,611.65,0
+3927-NLNRY,Male,0,Yes,No,53.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94.25,4867.95,0
+9087-EYCPR,Female,0,No,No,60.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.0,1505.05,0
+6791-YBNAK,Male,0,Yes,Yes,18.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),25.55,467.85,0
+6358-LYNGM,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,74.9,0
+6077-BDPXA,Female,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,194.2,0
+0013-MHZWF,Female,0,No,Yes,9.0,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),69.4,571.45,0
+5494-HECPR,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.25,80.25,0
+8268-YDIXR,Male,0,Yes,No,56.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Electronic check,93.15,5253.95,0
+9824-BEMCV,Male,0,Yes,Yes,17.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.0,1149.65,0
+1373-ORVIZ,Female,0,Yes,Yes,11.0,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,66.35,740.8,0
+4291-SHSBH,Male,0,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,521.35,0
+6980-IMXXE,Female,0,Yes,Yes,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1412.65,0
+9866-QEVEE,Male,0,No,No,19.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),86.0,1532.45,0
+9897-KXHCM,Female,0,Yes,Yes,3.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.3,250.05,0
+0040-HALCW,Male,0,Yes,Yes,54.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.4,1090.6,0
+0784-GTUUK,Male,0,Yes,No,62.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),23.75,1446.8,0
+7979-CORPM,Male,0,No,No,24.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.55,2282.55,0
+2294-DMMUS,Female,0,Yes,Yes,62.0,Yes,Yes,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),70.45,4300.45,0
+0872-JCPIB,Male,0,No,No,17.0,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),65.75,1111.2,0
+3055-MJDSB,Male,0,No,No,9.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.6,190.1,0
+9091-WTUUY,Male,0,Yes,Yes,64.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Mailed check,69.25,4447.75,0
+1618-CFHME,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.9,143.35,0
+3165-HDOEW,Male,0,Yes,Yes,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,0
+6581-NQCBA,Female,0,Yes,No,16.0,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,49.95,810.2,0
+7115-IRDHS,Female,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.65,1830.05,0
+8496-DMZUK,Male,0,No,No,30.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),90.4,2820.65,0
+2040-VZIKE,Female,0,Yes,No,49.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,100.85,4847.35,0
+9068-VPWQQ,Male,0,Yes,No,61.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),75.35,4729.3,0
+0178-SZBHO,Male,0,Yes,Yes,47.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,87.2,4017.45,0
+0384-RVBPI,Male,0,No,No,20.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),64.4,1398.6,0
+1689-MRZQR,Male,0,Yes,Yes,34.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.3,2564.3,0
+1299-AURJA,Female,0,Yes,Yes,70.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.7,1685.9,0
+4525-VZCZG,Male,0,No,Yes,54.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,105.85,5826.65,0
+1543-LLLFT,Male,1,Yes,No,61.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,Yes,Mailed check,98.3,6066.55,0
+5835-BEQEU,Male,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.95,228.4,0
+2788-CJQAQ,Male,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.45,270.2,0
+5565-FILXA,Female,1,No,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.15,1529.2,0
+0319-QZTCO,Female,0,Yes,Yes,3.0,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),58.7,168.6,0
+2120-SMPEX,Male,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.15,536.35,0
+0096-FCPUF,Male,0,No,No,30.0,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,64.5,1888.45,0
+0668-OGMHD,Female,0,Yes,No,21.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,28.5,629.35,0
+5552-ZNFSJ,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.3,45.3,0
+2223-KAGMX,Female,0,No,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,289.3,0
+6507-ZJSUR,Male,1,Yes,No,23.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.45,2117.25,0
+9408-HRXRK,Female,0,Yes,Yes,45.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.15,4730.9,0
+5593-SUAOO,Female,0,Yes,Yes,24.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),83.15,2033.05,0
+7321-PKUYW,Female,0,No,No,11.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,90.15,987.95,0
+2833-SLKDQ,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.05,45.05,0
+6766-HFKLA,Female,0,Yes,No,56.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),103.2,5744.35,0
+7595-EUIVN,Female,0,No,No,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,75.8,75.8,0
+7617-EYGLW,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.45,19.45,0
+2026-TGDHM,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.3,523.15,0
+9220-ZNKJI,Female,1,Yes,No,55.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),88.8,4805.3,0
+4030-VPZBD,Female,0,No,No,2.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,30.9,59.05,0
+2226-ICFDO,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.9,6110.75,0
+0723-VSOBE,Female,1,No,No,45.0,No,No phone service,DSL,No,No,No,No,No,Yes,One year,No,Electronic check,34.2,1596.6,0
+5529-GIBVH,Female,0,No,No,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,1046.2,0
+4187-CINZD,Female,1,No,No,46.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Credit card (automatic),95.25,4424.2,0
+9992-UJOEL,Male,0,No,No,2.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,50.3,92.75,0
+4741-WWJQZ,Female,0,Yes,No,2.0,Yes,No,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.15,194.55,0
+6625-UTXEW,Female,0,Yes,No,12.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,51.25,612.1,0
+6818-WOBHJ,Female,1,Yes,No,68.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.6,6127.6,0
+6244-BESBM,Male,0,Yes,Yes,69.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),95.2,6671.7,0
+1004-NOZNR,Male,1,No,Yes,56.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,One year,No,Credit card (automatic),94.8,5264.3,0
+1251-STYSZ,Female,1,No,No,4.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.25,303.7,0
+2612-PHGOX,Male,0,Yes,No,64.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),76.1,4818.8,0
+2408-TZMJL,Male,0,Yes,No,59.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,110.15,6448.05,0
+8480-PPONV,Male,0,Yes,Yes,62.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),115.55,7159.05,0
+8780-IHCRN,Male,0,Yes,Yes,63.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.65,1574.5,0
+4598-ZADCK,Female,0,No,No,53.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,53.6,2879.2,0
+1257-SXUXQ,Male,0,Yes,Yes,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,86.05,0
+9681-KYGYB,Male,1,Yes,No,49.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,88.2,4159.45,0
+7182-OVLBJ,Female,0,Yes,Yes,62.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),101.15,6638.35,0
+5095-ETBRJ,Female,0,Yes,No,55.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,56.8,3112.05,0
+7005-CYUIL,Female,1,Yes,No,71.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Electronic check,99.4,7168.25,0
+4821-WQOYN,Female,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.1,1326.25,0
+4730-AWNAU,Male,0,Yes,Yes,36.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),60.7,2234.55,0
+3452-FLHYD,Male,0,Yes,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.95,495.15,0
+2388-LAESQ,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.85,8317.95,0
+9531-NSBMR,Female,0,No,No,36.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.25,679.8,0
+6260-ONULR,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,62.8,62.8,0
+4389-UEFCZ,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,105.5,7544.0,0
+8711-LOBKY,Male,0,Yes,Yes,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,1188.25,0
+9134-CEQMF,Male,1,Yes,No,7.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,676.7,0
+8985-OOPOS,Female,0,No,No,1.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),74.1,74.1,0
+8800-ZKRFW,Female,0,Yes,Yes,30.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,107.5,3242.5,0
+2616-FLVQC,Male,0,No,No,64.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,1240.15,0
+9968-FFVVH,Male,0,No,No,63.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Bank transfer (automatic),68.8,4111.35,0
+3108-PCCGG,Male,1,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),84.45,5899.85,0
+7993-PYKOF,Male,0,Yes,No,8.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75.0,632.95,0
+8390-FESFV,Female,0,No,No,62.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),84.5,5193.2,0
+3022-BEXHZ,Male,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.2,7530.8,0
+5027-XWQHA,Male,0,No,No,6.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.75,270.95,0
+6248-TKCQV,Female,0,Yes,Yes,70.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.6,5460.2,0
+6729-GDNGC,Female,1,No,No,20.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),80.7,1614.2,0
+6198-ZFIOJ,Female,0,No,No,5.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.6,402.5,0
+5989-OMNJE,Female,0,Yes,Yes,24.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,57.6,1367.75,0
+4566-QVRRW,Female,0,Yes,No,11.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.05,483.7,0
+1291-CUOCY,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.6,7962.2,0
+9795-SHUHB,Female,0,Yes,Yes,66.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),58.2,3810.8,0
+3230-IUALN,Female,0,Yes,Yes,45.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,81.0,3533.6,0
+0042-RLHYP,Female,0,Yes,Yes,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,1396.9,0
+8519-IMDHU,Male,1,Yes,No,15.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.6,1345.55,0
+4945-RVMTE,Female,0,No,No,28.0,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),59.55,1646.45,0
+0201-OAMXR,Female,0,No,No,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),115.55,8127.6,0
+1866-NXPSP,Female,0,No,No,36.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Mailed check,75.55,2680.15,0
+3372-KWFBM,Male,1,No,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.6,1281.0,0
+7831-QGOXH,Female,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.2,1553.9,0
+6393-WRYZE,Female,0,Yes,No,34.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.65,3207.55,0
+3941-XTSKM,Male,0,Yes,Yes,42.0,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),45.1,2049.05,0
+1661-CZBAU,Male,0,No,No,48.0,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),70.95,3629.2,0
+6599-RCLCJ,Male,0,Yes,No,47.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,109.55,5124.55,0
+9831-BPFRI,Female,0,Yes,Yes,39.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,89.55,3474.45,0
+5158-RIVOP,Female,0,Yes,Yes,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.9,202.3,0
+9788-YTFGE,Male,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,147.5,0
+9277-JOOMO,Female,0,No,No,3.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.6,86.35,0
+1907-YLNYW,Male,0,No,No,8.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,66.7,579.0,0
+1725-MIMXW,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.45,19.45,0
+8947-YRTDV,Male,0,Yes,Yes,32.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,No,Mailed check,94.8,3131.55,0
+3161-ONRWK,Male,0,Yes,Yes,60.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),65.85,3928.3,0
+0114-RSRRW,Female,0,Yes,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.95,187.75,0
+4565-NLZBV,Female,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.65,1710.15,0
+0031-PVLZI,Female,0,Yes,Yes,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,76.35,0
+7206-GZCDC,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.25,69.25,0
+6682-VCIXC,Female,0,Yes,Yes,43.0,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),51.25,2151.6,0
+4791-QRGMF,Male,0,Yes,No,59.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),99.5,5961.1,0
+6475-VHUIZ,Female,0,Yes,No,23.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,54.25,1221.55,0
+3910-MRQOY,Female,0,Yes,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.4,1496.45,0
+0661-WCQNQ,Male,0,Yes,No,22.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,Yes,Credit card (automatic),56.25,1292.2,0
+7537-RBWEA,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.15,25.15,0
+4656-CAURT,Male,0,No,No,69.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.95,1713.1,0
+0121-SNYRK,Male,0,No,No,50.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,35.4,1748.9,0
+1768-ZAIFU,Female,1,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.2,25.2,0
+4671-LXRDQ,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.0,96.45,0
+3733-LSYCE,Female,0,Yes,No,15.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.35,1114.55,0
+6265-FRMTQ,Male,0,No,No,31.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,609.1,0
+1934-SJVJK,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,0
+3838-OZURD,Male,0,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.0,7133.25,0
+9269-CQOOL,Male,0,No,Yes,3.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),54.7,169.45,0
+2017-CCBLH,Female,0,No,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.0,141.6,0
+7690-KPNCU,Male,0,Yes,Yes,64.0,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),73.05,4688.65,0
+0536-BGFMZ,Female,0,Yes,No,28.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,563.05,0
+2293-IJWPS,Female,0,Yes,No,57.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),100.75,5985.0,0
+2845-HSJCY,Female,0,Yes,Yes,14.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,87.25,1258.6,0
+5469-NUJUR,Male,0,No,No,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.95,373.5,0
+1184-PJVDB,Male,0,Yes,No,10.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.95,857.2,0
+2625-TRCZQ,Female,0,Yes,No,51.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.65,2553.35,0
+4102-HLENU,Female,0,Yes,No,67.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Mailed check,65.65,4322.85,0
+7266-GSSJX,Male,0,Yes,Yes,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.45,250.8,0
+7722-VJRQD,Male,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),60.95,4549.05,0
+7073-QETQY,Male,0,Yes,Yes,66.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.35,1359.5,0
+9415-DPEWS,Female,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,88.35,1639.3,0
+5624-RYAMH,Female,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.5,178.85,0
+0196-JTUQI,Female,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.2,633.85,0
+7130-YXBRO,Male,0,Yes,No,48.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),111.45,5315.1,0
+9272-LSVYH,Male,0,No,No,10.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.15,735.5,0
+7943-RQCHR,Female,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,889.9,0
+3793-MMFUH,Female,1,No,No,13.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.05,1290.0,0
+3249-ZPQRG,Male,0,No,No,4.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,78.45,330.05,0
+2568-BRGYX,Male,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,237.95,0
+3084-DOWLE,Female,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),92.0,6474.4,0
+1084-MNSMJ,Female,0,Yes,Yes,51.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),85.5,4421.95,0
+7721-JXEAW,Male,0,Yes,No,59.0,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),41.05,2452.7,0
+7249-WBIYX,Male,0,Yes,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.6,813.85,0
+4238-HFHSN,Male,1,Yes,No,61.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,82.15,4904.85,0
+6250-CGGUN,Male,0,No,No,54.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,One year,No,Electronic check,84.4,4484.05,0
+5478-JJVZK,Female,0,No,No,33.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,60.9,2033.85,0
+7596-IIWYC,Female,0,No,No,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.25,538.2,0
+6567-HOOPW,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.2,79.2,0
+9793-WECQC,Male,0,No,No,23.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Mailed check,95.3,2192.9,0
+4291-HPAXL,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,19.85,0
+8999-YPYBV,Male,0,Yes,Yes,45.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,84.35,3858.05,0
+1839-FBNFR,Female,0,Yes,Yes,39.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.85,854.8,0
+3164-AALRN,Male,0,No,No,5.0,Yes,No,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,70.0,347.4,0
+3071-MVJCD,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),82.3,5815.15,0
+1697-BCSHV,Female,0,Yes,Yes,58.0,Yes,Yes,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),66.8,3970.4,0
+0562-KBDVM,Female,0,No,No,70.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),44.6,3058.15,0
+1131-SUEKT,Male,0,Yes,Yes,61.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),98.45,6145.2,0
+3717-OEAUQ,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.7,129.2,0
+4538-WNTMJ,Female,0,Yes,Yes,46.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.95,1165.9,0
+3334-CTHOL,Female,0,No,No,1.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.95,49.95,0
+4704-ERYFC,Female,0,Yes,No,22.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.25,1554.0,0
+9432-RUVSL,Female,0,No,No,48.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),102.5,4904.25,0
+8060-HIWJJ,Male,0,No,No,64.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.55,5632.55,0
+7684-XSZIY,Male,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,1643.25,0
+9089-UOWJG,Female,0,Yes,Yes,12.0,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),58.35,740.55,0
+8621-MNIHH,Female,1,Yes,No,34.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.25,3217.55,0
+8039-ACLPL,Female,0,Yes,Yes,72.0,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,No,Credit card (automatic),68.75,4888.2,0
+9885-AIBVB,Male,0,Yes,No,29.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,85.8,2440.25,0
+1934-MKPXS,Male,0,Yes,Yes,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.1,620.55,0
+2592-YKDIF,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,20.35,0
+2272-JKMSI,Female,0,Yes,Yes,62.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,110.8,6840.95,0
+0471-LVHGK,Male,0,Yes,No,41.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,73.0,3001.2,0
+9518-RWHZL,Female,0,No,No,64.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),100.05,6254.2,0
+8714-CTZJW,Female,0,No,No,4.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),82.85,319.6,0
+3569-EDBPQ,Female,0,No,No,24.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,84.35,1938.05,0
+3131-NWVFJ,Female,0,Yes,Yes,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.55,294.5,0
+7521-YXVZY,Male,0,No,Yes,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,58.3,0
+5419-CONWX,Female,1,No,No,4.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.8,442.85,0
+6240-EURKS,Female,0,No,Yes,18.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.0,553.0,0
+2373-NTKOD,Male,0,No,No,8.0,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,66.25,546.45,0
+1970-KKFWL,Female,0,No,No,35.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.3,797.1,0
+6960-HVYXR,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,76.0,76.0,0
+9337-SRRNI,Male,0,No,Yes,66.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,1673.8,0
+0895-UADGO,Male,0,No,Yes,8.0,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,Two year,Yes,Mailed check,44.55,343.45,0
+5678-VFNEQ,Female,0,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.1,7412.25,0
+5977-CKHON,Female,0,Yes,Yes,43.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),92.55,4039.0,0
+7024-OHCCK,Female,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,170.85,0
+2692-BUCFV,Male,1,No,No,29.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.45,2948.6,0
+7861-UVUFT,Female,0,Yes,No,15.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,84.3,1308.4,0
+1830-GGFNM,Male,0,Yes,Yes,65.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),94.55,6078.75,0
+5302-BDJNT,Male,0,No,No,35.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,95.5,3418.2,0
+5223-UZAVK,Male,0,No,No,64.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),100.3,6603.8,0
+4859-ZSRDZ,Female,0,Yes,Yes,58.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),55.5,3166.9,0
+5651-WYIPH,Female,1,No,No,18.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.85,865.75,0
+9350-VLHMB,Male,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.55,6373.1,0
+3498-LZGQZ,Male,0,Yes,Yes,63.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.15,1177.05,0
+8785-CJSHH,Female,0,Yes,No,60.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,5985.75,0
+5357-TZHPP,Male,1,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),84.4,732.5,0
+3870-SPZSI,Female,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.05,7869.05,0
+0680-DFNNY,Male,0,Yes,No,15.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.1,1504.05,0
+7560-QRBXH,Female,0,No,Yes,48.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,936.7,0
+7077-XJMET,Male,0,Yes,No,12.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,74.15,741.4,0
+8752-GHJFU,Male,1,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,92.0,6585.2,0
+6896-SRVYQ,Male,1,No,No,44.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,73.85,3122.4,0
+7767-UXAGJ,Male,0,No,No,1.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.45,50.45,0
+4652-ODEVH,Male,0,Yes,Yes,45.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.45,1088.25,0
+6510-UPNKS,Female,0,No,No,23.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.8,615.35,0
+6718-BDGHG,Female,0,Yes,No,43.0,Yes,Yes,DSL,No,No,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),64.85,2908.2,0
+9046-DQMTP,Male,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.75,739.9,0
+6439-LAJXL,Male,0,Yes,No,9.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,68.95,593.85,0
+1571-SAVHK,Male,0,No,No,12.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.95,1132.75,0
+9052-VKDUW,Female,1,Yes,No,65.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.4,7227.45,0
+9546-CQJSU,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.4,193.6,0
+1666-JZPZT,Male,0,No,No,27.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,49.0,1291.35,0
+5777-KJIRB,Female,0,No,No,40.0,Yes,No,DSL,No,No,Yes,No,No,No,One year,Yes,Mailed check,50.25,2023.55,0
+0506-LVNGN,Female,1,No,No,5.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),75.55,349.65,0
+7677-SJJJK,Male,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.9,153.95,0
+2480-EJWYP,Female,1,Yes,No,58.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),97.8,5458.8,0
+3253-HKOKL,Female,0,Yes,Yes,52.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,No,Electronic check,100.3,5244.45,0
+7055-HNEOJ,Male,0,Yes,No,3.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,55.8,154.55,0
+5514-YQENT,Male,0,No,Yes,41.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,111.15,4507.15,0
+3211-AAPKX,Male,0,No,No,20.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,98.55,2031.95,0
+8445-DNBAE,Male,0,No,Yes,1.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.05,50.05,0
+2951-QOQTK,Male,0,No,Yes,4.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),80.8,332.45,0
+2958-NHPPS,Male,0,No,No,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.85,473.9,0
+6806-YDEUL,Female,1,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,106.8,0
+1735-XMJVH,Male,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.35,152.6,0
+6890-PFRQX,Male,0,No,No,18.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,69.5,1199.4,0
+0222-CNVPT,Male,1,No,No,52.0,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),48.8,2555.05,0
+5899-OUVKV,Male,0,No,No,31.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.5,2979.2,0
+8681-ICONS,Male,0,Yes,Yes,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.65,654.85,0
+1621-YNCJH,Female,0,Yes,No,36.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),106.05,3834.4,0
+3473-XIIIT,Female,0,Yes,No,16.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.0,1534.75,0
+6362-QHAFM,Male,0,Yes,No,42.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,108.3,4586.15,0
+7893-IXHRQ,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.55,20.55,0
+3070-BDOQC,Female,0,No,No,60.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,99.65,5941.05,0
+2952-QAYZF,Male,0,No,No,5.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,85.3,424.15,0
+6234-PFPXL,Male,0,Yes,No,22.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,No,Credit card (automatic),95.9,2234.95,0
+9824-QCJPK,Male,0,Yes,No,36.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.0,666.75,0
+4763-PGDPO,Female,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.4,281.0,0
+4283-IVYCI,Male,0,No,No,9.0,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,64.95,547.8,0
+1866-OBPNR,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),74.6,74.6,0
+8205-MQUGY,Male,0,Yes,Yes,12.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.2,571.15,0
+8970-ANWXO,Female,0,No,No,23.0,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,73.75,1756.6,0
+9480-BQJEI,Male,0,No,No,62.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Bank transfer (automatic),92.3,5731.45,0
+5394-SVGJV,Male,0,No,No,37.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),98.8,3475.55,0
+6979-TNDEU,Female,0,No,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.2,156.85,0
+9777-WJJPR,Male,0,Yes,No,31.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Credit card (automatic),88.65,2683.2,0
+9283-LZQOH,Male,0,Yes,Yes,13.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.4,896.75,0
+7079-QRCBC,Female,0,No,No,24.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.75,2407.3,0
+9495-SKLKD,Male,0,Yes,Yes,45.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.95,4456.65,0
+6048-UWKAL,Female,1,Yes,No,69.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),105.4,6998.95,0
+5067-DGXLL,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,36.8,0
+5469-CTCWN,Male,0,Yes,Yes,61.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,106.0,6547.7,0
+9851-QXEEQ,Male,0,No,No,41.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.7,4346.4,0
+6281-FKEWS,Female,0,No,No,44.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,49.05,2265.0,0
+8898-KASCD,Male,0,No,No,39.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,No,Mailed check,35.55,1309.15,0
+9242-TKFSV,Male,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),65.1,4754.3,0
+9290-SHCMB,Female,1,No,No,13.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.85,1235.55,0
+0743-HNPFG,Female,0,Yes,Yes,51.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Credit card (automatic),69.75,3562.5,0
+2277-BKJKN,Female,1,Yes,No,71.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,99.2,7213.75,0
+9809-IMGCQ,Male,1,No,No,22.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.7,2082.95,0
+5208-HFSBT,Female,0,No,No,2.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),55.05,102.75,0
+5035-PGZXH,Female,0,No,No,56.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.8,5914.4,0
+8695-WDYEA,Male,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,51.25,51.25,0
+6543-JXSOO,Female,0,Yes,Yes,23.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,57.75,1282.85,0
+8016-ZMGMO,Female,1,Yes,No,66.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),70.85,4738.85,0
+8605-ITULD,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,0
+3254-YRILK,Male,1,No,No,19.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.2,1775.8,0
+6416-YJTTB,Male,0,No,No,11.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.5,795.65,0
+2667-WYLWJ,Female,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.75,145.0,0
+4472-VESGY,Female,0,Yes,Yes,52.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),98.15,4993.4,0
+3195-TQDZX,Male,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.25,61.45,0
+3128-YOVTD,Female,0,Yes,Yes,51.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.15,4018.55,0
+0529-ONKER,Male,1,No,No,15.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.65,1146.65,0
+1728-CXQBE,Male,1,Yes,No,64.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.25,6081.4,0
+7041-TXQJH,Female,0,No,No,37.0,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),40.2,1478.85,0
+5014-GSOUQ,Male,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,243.65,0
+5724-BIDBU,Male,0,Yes,No,49.0,Yes,Yes,DSL,Yes,No,No,No,No,No,One year,Yes,Electronic check,55.35,2633.95,0
+0481-SUMCB,Female,1,No,No,45.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),102.15,4735.35,0
+1769-GRUIK,Female,0,No,No,18.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.1,1247.75,0
+5240-IJOQT,Male,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,0
+8819-WFGGJ,Male,0,Yes,No,68.0,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),54.1,3794.5,0
+7427-AUFPY,Male,0,No,No,54.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,1008.7,0
+2811-POVEX,Female,1,Yes,Yes,23.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),88.45,2130.55,0
+1092-GANHU,Male,0,No,No,17.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,76.65,1313.55,0
+7898-PDWQE,Male,0,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),80.4,5727.15,0
+9972-EWRJS,Female,0,Yes,Yes,67.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.25,1372.9,0
+9314-IJWSQ,Female,0,Yes,Yes,14.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.8,1203.9,0
+0661-XEYAN,Female,1,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.8,25.8,0
+5799-JRCZO,Female,0,No,Yes,63.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,1215.1,0
+1921-KYSAY,Female,0,No,No,41.0,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Electronic check,68.6,2877.05,0
+6198-RTPMF,Female,0,Yes,No,17.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,92.6,1579.7,0
+2924-KHUVI,Male,0,Yes,No,56.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,100.55,5514.95,0
+1925-GMVBW,Female,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.55,96.1,0
+7881-EVUAD,Female,0,No,No,2.0,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,42.6,72.4,0
+6184-DYUOB,Female,0,Yes,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,55.25,0
+9207-ZPANB,Male,0,No,No,37.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Electronic check,67.45,2443.3,0
+5766-XQXMQ,Female,0,No,No,29.0,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),68.85,1970.5,0
+9327-QSDED,Male,0,No,No,8.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.55,335.4,0
+1656-DRSMG,Female,0,No,No,63.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.85,7002.95,0
+3012-VFFMN,Female,0,Yes,Yes,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,158.95,0
+2984-AFWNC,Female,0,No,No,3.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,95.4,293.15,0
+0640-YJTPY,Male,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.0,1493.75,0
+8096-LOIST,Female,0,No,No,19.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,56.2,1093.4,0
+9764-REAFF,Female,0,Yes,No,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),18.4,1057.85,0
+3703-VAVCL,Male,0,Yes,Yes,2.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),90.0,190.05,0
+7107-UBYKY,Female,0,Yes,Yes,35.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.75,882.55,0
+4881-GQJTW,Male,0,No,No,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.6,300.4,0
+8519-QJGJD,Female,0,No,No,14.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,75.35,1025.95,0
+7876-DNYAP,Female,0,Yes,Yes,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,1436.95,0
+7905-NJMXS,Male,1,Yes,No,7.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,64.2,475.0,0
+2882-WDTBA,Male,0,Yes,Yes,69.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),75.75,5388.15,0
+2091-GPPIQ,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,78.95,5730.15,0
+6326-MTTXK,Male,0,No,No,8.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,100.85,819.55,0
+5071-FBJFS,Female,0,Yes,Yes,4.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,50.3,217.1,0
+2796-UUZZO,Male,0,Yes,Yes,63.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),80.3,4896.35,0
+2429-AYKKO,Male,0,No,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1434.1,0
+9798-OPFEM,Female,0,No,No,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,21.1,937.1,0
+0330-IVZHA,Female,0,Yes,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.95,330.15,0
+3794-NFNCH,Male,0,Yes,No,30.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50.0,1474.9,0
+5193-QLVZB,Male,0,No,No,63.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.75,6536.5,0
+7114-AEOZE,Female,0,No,No,60.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1128.1,0
+2886-KEFUM,Female,0,Yes,No,63.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.5,6873.75,0
+5522-NYKPB,Male,0,Yes,Yes,25.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,85.9,2199.05,0
+4237-RLAQD,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,0
+9957-YODKZ,Male,1,Yes,No,6.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.8,457.1,0
+6518-KZXCB,Male,0,No,No,22.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,566.5,0
+2245-ADZFJ,Female,0,Yes,Yes,31.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),80.55,2471.6,0
+7776-QGYJC,Female,0,Yes,Yes,39.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),81.5,3107.3,0
+9313-QOLTZ,Male,0,No,No,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,518.3,0
+9651-GTSAQ,Female,0,Yes,No,53.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.1,5769.75,0
+3186-BAXNB,Female,0,No,No,1.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Electronic check,91.7,91.7,0
+4672-FOTSD,Male,0,No,No,12.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,67.25,832.3,0
+0637-YLETY,Female,0,No,No,16.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),95.6,1555.65,0
+9818-XQCUV,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,45.3,0
+7338-ERIVA,Male,0,No,Yes,39.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,One year,No,Bank transfer (automatic),45.05,1790.6,0
+1157-BQCUW,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,74.95,0
+8259-NFJTV,Female,0,Yes,Yes,7.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,34.65,246.6,0
+3223-DWFIO,Male,1,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.35,261.65,0
+2660-EMUBI,Male,1,No,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.35,898.35,0
+6968-GMKPR,Female,0,No,No,55.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.55,4509.5,0
+4751-ERMAN,Male,0,Yes,Yes,72.0,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),75.4,5480.25,0
+1436-ZMJAN,Female,0,Yes,No,10.0,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),67.8,653.15,0
+3292-PBZEJ,Male,1,No,No,11.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.4,1183.05,0
+0799-DDIHE,Female,0,Yes,Yes,15.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.3,639.45,0
+3070-FNFZQ,Female,0,Yes,Yes,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,478.75,0
+2812-SFXMJ,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,0
+7675-OZCZG,Female,1,No,No,3.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.0,127.1,0
+5014-WUQMG,Male,0,Yes,Yes,47.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,96.1,4391.45,0
+5312-TSZVC,Female,0,No,Yes,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,270.6,0
+2003-CKLOR,Male,0,No,No,66.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,99.5,6710.5,0
+0993-OSGPT,Female,1,Yes,No,68.0,Yes,No,DSL,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),60.65,3975.9,0
+9254-RBFON,Female,0,Yes,Yes,17.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),98.6,1704.95,0
+1205-WNWPJ,Female,0,No,No,7.0,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,59.5,415.95,0
+9391-EOYLI,Male,1,Yes,No,12.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.45,950.2,0
+7108-DGVUU,Female,1,Yes,No,21.0,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,One year,No,Bank transfer (automatic),71.7,1497.05,0
+2782-JEEBU,Male,0,No,No,21.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,36.0,780.15,0
+5127-BZENZ,Female,0,Yes,Yes,56.0,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,No,Bank transfer (automatic),65.2,3512.15,0
+2720-FVBQP,Female,0,Yes,Yes,6.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),48.95,273.25,0
+9906-NHHVC,Female,1,No,No,65.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),53.5,3517.9,0
+4522-XRWWI,Male,0,Yes,No,42.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Credit card (automatic),80.45,3375.9,0
+3766-EJLFL,Female,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.05,7508.55,0
+5939-SXWHM,Male,0,Yes,Yes,48.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.3,1245.05,0
+8152-UOBNY,Female,1,No,No,50.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,106.8,5347.95,0
+7351-KYHQH,Female,1,No,No,7.0,Yes,No,DSL,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,64.95,493.65,0
+7643-RCHXS,Female,0,Yes,Yes,63.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.35,1263.85,0
+8246-SHFGA,Male,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.1,385.55,0
+8387-MOJJT,Female,0,Yes,Yes,42.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),77.95,3384.0,0
+0620-XEFWH,Male,0,Yes,Yes,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.85,84.2,0
+6485-QXWWE,Female,0,No,Yes,62.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.0,1638.7,0
+2761-OCIAX,Male,1,No,No,2.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,165.4,0
+7321-VGNKU,Female,0,Yes,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.35,120.25,0
+5327-CNLUQ,Male,0,Yes,No,48.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),96.9,4473.45,0
+7552-KEYGT,Male,0,Yes,No,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.55,520.55,0
+5816-JMLGY,Female,0,Yes,Yes,70.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.4,5717.85,0
+3068-OMWZA,Male,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,88.8,88.8,0
+2927-QRRQV,Male,0,Yes,No,46.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,94.65,4312.5,0
+6032-KRXXO,Male,0,No,No,30.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.25,2755.35,0
+7459-RRWQZ,Female,0,No,No,15.0,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),64.65,994.55,0
+6265-SXWBU,Male,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),95.75,6511.25,0
+7941-RCJOW,Male,0,No,No,65.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.55,1218.65,0
+6374-NTQLP,Male,1,Yes,Yes,72.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.1,7447.7,0
+4154-AQUGT,Male,1,Yes,No,13.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.05,1169.35,0
+2387-KDZQY,Male,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.1,279.5,0
+3584-WKTTW,Male,0,Yes,No,51.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.55,5720.35,0
+3399-BMLVW,Male,0,Yes,Yes,51.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Credit card (automatic),60.5,3121.45,0
+1971-DTCZB,Female,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),90.95,6468.6,0
+3092-IGHWF,Male,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Electronic check,87.4,5918.8,0
+3374-PZLXD,Male,0,No,No,34.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,675.6,0
+3813-DHBBB,Male,0,Yes,No,67.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),50.95,3521.7,0
+2812-REYAT,Female,0,Yes,No,49.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.05,923.1,0
+6518-PPLMZ,Male,0,Yes,Yes,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.4,1110.35,0
+4939-KYYPY,Male,0,No,No,27.0,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,59.45,1611.65,0
+8017-LXHFA,Female,1,No,No,23.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,2293.6,0
+5930-GBIWP,Male,0,No,No,69.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),81.5,5553.25,0
+6022-KOUQO,Female,0,Yes,Yes,2.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),29.05,44.75,0
+6352-TWCAU,Female,0,No,No,35.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.45,3029.1,0
+2361-UPSND,Female,0,Yes,No,46.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,No,Mailed check,70.6,3231.05,0
+6035-RIIOM,Female,0,No,No,54.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),97.2,5129.45,0
+2929-QNSRW,Female,0,Yes,No,56.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,98.25,5508.35,0
+1262-OPMFY,Female,0,Yes,No,9.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.75,655.9,0
+9504-DSHWM,Male,0,No,No,20.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),59.2,1191.2,0
+5035-BVCXS,Male,0,No,No,11.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,75.9,866.4,0
+6267-DCFFZ,Female,1,Yes,No,30.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.05,2627.2,0
+3533-UVMOM,Male,0,Yes,No,68.0,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),70.95,4741.45,0
+2439-LYPMQ,Male,1,Yes,No,38.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.6,4009.2,0
+4248-QPAVC,Female,1,Yes,No,17.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),85.35,1463.45,0
+1899-VXWXM,Male,0,No,No,48.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),106.1,5082.8,0
+1478-VPOAD,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,43.8,43.8,0
+9995-HOTOH,Male,0,Yes,Yes,63.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,59.0,3707.6,0
+2988-PLAHS,Female,0,No,No,3.0,Yes,No,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,69.95,220.45,0
+1371-OJCEK,Female,0,No,No,48.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.35,1133.7,0
+4999-IEZLT,Male,0,No,No,66.0,No,No phone service,DSL,No,No,No,Yes,No,No,One year,No,Credit card (automatic),29.45,1983.15,0
+8883-ANODQ,Female,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Two year,Yes,Credit card (automatic),84.4,5746.75,0
+4690-LLKUA,Male,1,No,No,17.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.05,770.6,0
+2351-RRBUE,Female,0,Yes,Yes,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,134.05,0
+5980-BDHPY,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),87.1,6230.1,0
+1498-DQNRX,Female,0,Yes,No,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,573.05,0
+9469-WEJBT,Male,0,Yes,No,37.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.35,3419.3,0
+3331-HQDTW,Female,0,No,No,34.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,109.8,3587.25,0
+9490-DFPMD,Female,1,No,No,42.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.65,3541.35,0
+2581-VKIRT,Female,0,Yes,Yes,59.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,65.5,3801.3,0
+5442-XSDCW,Male,0,Yes,Yes,11.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),79.5,868.5,0
+7426-WEIJX,Male,1,Yes,Yes,60.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.95,4859.1,0
+2851-MMUTZ,Female,0,No,No,27.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,56.15,1439.35,0
+3049-NDXFL,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,85.8,85.8,0
+8580-AECUZ,Male,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.1,79.1,0
+3307-TLCUD,Male,0,Yes,No,17.0,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,34.4,592.75,0
+6625-FLENO,Male,0,Yes,No,58.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,1185.95,0
+2967-MXRAV,Male,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,18.8,18.8,0
+7963-GQRMY,Female,0,Yes,Yes,3.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.3,134.5,0
+8189-HBVRW,Female,0,No,No,53.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,90.8,4921.2,0
+4163-KIUHY,Male,0,No,No,35.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.6,901.25,0
+1228-FZFRV,Male,0,Yes,Yes,50.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),105.95,5341.8,0
+3500-NSDOA,Male,0,Yes,Yes,68.0,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Two year,No,Credit card (automatic),70.8,4859.95,0
+1171-TYKUR,Male,0,Yes,No,47.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,25.4,1139.2,0
+3761-FLYZI,Female,1,Yes,No,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.8,7082.45,0
+2058-DCJBE,Male,0,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.75,324.6,0
+5364-XYIRR,Male,0,Yes,No,51.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.65,4812.75,0
+4829-AUOAX,Female,0,No,No,46.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),96.05,4399.5,0
+1219-NNDDO,Female,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.85,663.55,0
+8388-DMKAE,Female,0,No,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.25,174.65,0
+4403-BWPAY,Male,0,No,No,14.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),24.8,321.7,0
+9659-QEQSY,Female,0,No,No,45.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,115.65,5125.5,0
+5405-ZMYXQ,Female,0,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.6,548.9,0
+5047-LHVLY,Male,1,No,Yes,1.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50.15,50.15,0
+1442-OKRJE,Male,0,Yes,Yes,66.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.15,7031.3,0
+4737-AQCPU,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),72.1,5016.65,0
+9158-VCTQB,Female,0,Yes,No,41.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),113.6,4594.95,0
+2808-CHTDM,Female,0,Yes,Yes,23.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.1,611.45,0
+6311-UEUME,Female,0,No,No,29.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.9,2384.15,0
+0793-TWELN,Female,0,No,No,4.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.15,319.85,0
+3283-WCWXT,Male,0,Yes,Yes,6.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,153.3,0
+1060-ENTOF,Female,1,Yes,No,67.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),105.4,7035.6,0
+0999-QXNSA,Male,1,No,Yes,7.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.75,344.2,0
+5451-MHQOF,Male,0,Yes,Yes,56.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,24.45,1431.65,0
+4836-WNFNO,Female,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.0,1849.2,0
+9225-BZLNZ,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,85.25,6083.1,0
+0354-VXMJC,Male,0,Yes,Yes,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,426.65,0
+4422-QVIJA,Female,0,No,Yes,35.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.15,1655.35,0
+9365-SRSZE,Male,1,Yes,No,27.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.55,1943.9,0
+6839-ITVZJ,Female,0,Yes,Yes,26.0,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,60.05,1616.15,0
+8332-OSJDW,Male,0,Yes,Yes,12.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,26.4,314.95,0
+4735-BJKOU,Female,0,No,No,40.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,804.85,0
+0274-JKUJR,Male,0,Yes,Yes,7.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,58.85,465.7,0
+5740-YHGTW,Male,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),97.55,6669.05,0
+8917-SZTTJ,Male,0,Yes,Yes,60.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,1161.75,0
+1696-MZVAU,Male,0,Yes,Yes,39.0,No,No phone service,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),25.25,947.75,0
+7359-WWYJV,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),114.45,8375.05,0
+0375-HVGXO,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,34.7,34.7,0
+4906-ZHGPK,Male,0,Yes,Yes,54.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,70.7,3770.0,0
+8593-WHYHV,Male,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.3,264.8,0
+3795-GWTRD,Female,0,Yes,Yes,63.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),75.55,4707.85,0
+1298-PHBTI,Male,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Two year,Yes,Electronic check,84.8,6152.4,0
+6223-DHJGV,Female,0,No,No,42.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.65,958.1,0
+6961-MJKBO,Male,0,No,No,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.45,943.0,0
+6097-EQISJ,Female,0,Yes,Yes,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),102.45,6615.15,0
+4423-YLHDV,Female,0,Yes,No,21.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.4,2200.25,0
+8158-WPEZG,Male,0,No,No,11.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,35.65,425.1,0
+0107-YHINA,Male,0,No,Yes,1.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.75,99.75,0
+4918-FYJNT,Female,1,Yes,No,55.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,90.45,5044.8,0
+0727-BNRLG,Male,0,No,No,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),97.65,6743.55,0
+4854-CIDCF,Female,1,No,No,3.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,73.85,196.4,0
+8640-SDGKB,Male,0,No,No,4.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,74.4,299.7,0
+3280-MRDOF,Male,1,No,No,30.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),69.1,2093.9,0
+6435-SRWBJ,Female,0,No,No,5.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,82.75,417.75,0
+9964-WBQDJ,Female,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.4,1725.4,0
+6303-KFWSL,Female,0,No,No,29.0,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Electronic check,55.25,1620.2,0
+1702-CCFNJ,Male,0,Yes,No,52.0,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.35,3169.55,0
+8932-CZHRQ,Male,0,No,No,68.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),76.75,5233.25,0
+0386-CWRGM,Female,0,Yes,Yes,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,967.85,0
+5515-RUGKN,Male,0,No,No,8.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),54.75,438.05,0
+0404-AHASP,Male,0,Yes,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1421.9,0
+7279-NMVJC,Female,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.9,323.15,0
+2081-VEYEH,Male,0,No,No,3.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,107.95,318.6,0
+6407-UTSLV,Female,1,No,No,2.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),83.8,163.7,0
+4116-TZAQJ,Female,0,No,No,9.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.25,639.65,0
+9060-HJJRW,Female,0,No,No,51.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),56.4,2928.5,0
+2587-YNLES,Female,0,Yes,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,100.35,0
+7398-SKNQZ,Female,0,Yes,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.9,273.2,0
+5935-FCCNB,Female,1,No,No,17.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,1608.15,0
+1958-RNRKS,Male,0,Yes,No,30.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,49.9,1441.95,0
+5136-RGMZO,Male,0,No,No,31.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,71.05,2168.15,0
+8345-MVDYC,Female,0,No,No,45.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),81.65,3618.7,0
+8226-BXGES,Male,0,Yes,No,64.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),89.45,5692.65,0
+3877-JRJIP,Male,0,No,No,1.0,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,59.85,59.85,0
+8375-DKEBR,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,0
+9705-IOVQQ,Male,1,Yes,Yes,61.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Electronic check,99.0,5969.3,0
+1015-OWJKI,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,19.05,0
+7511-YMXVQ,Male,0,No,No,9.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,45.4,418.8,0
+2040-XBAVJ,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.45,8100.55,0
+7551-JOHTI,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,19.5,0
+8887-IPQNC,Female,0,Yes,No,7.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.25,313.45,0
+8646-JCOMS,Female,0,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),90.55,6130.95,0
+9804-ICWBG,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,0
+1222-KJNZD,Male,0,Yes,Yes,40.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.4,745.3,0
+0106-GHRQR,Male,0,No,No,16.0,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),71.4,1212.1,0
+5318-IXUZF,Female,0,No,No,2.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),87.15,183.75,0
+3768-VHXQO,Male,0,Yes,No,67.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.85,1583.5,0
+8952-WCVCD,Female,0,Yes,No,41.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.45,4162.05,0
+2418-TPEUN,Female,0,Yes,Yes,56.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1119.9,0
+3963-RYFNS,Female,0,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.45,8013.55,0
+3198-VELRD,Female,0,Yes,Yes,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),84.75,264.85,0
+8540-ZQGEA,Female,0,Yes,No,54.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1102.4,0
+1320-REHCS,Male,1,No,No,52.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.75,5832.0,0
+4137-JOPHL,Female,0,No,No,50.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),89.7,4304.5,0
+9436-ZBZCT,Male,0,No,No,14.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,89.95,1178.4,0
+7801-CEDNV,Male,0,Yes,No,27.0,Yes,No,DSL,Yes,No,No,No,No,No,One year,No,Credit card (automatic),48.7,1421.75,0
+2057-BOYKM,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),96.6,6827.5,0
+3658-QQJYD,Male,0,No,No,62.0,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),74.3,4698.05,0
+1803-BGNBD,Female,0,No,No,12.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,54.3,654.5,0
+0134-XWXCE,Female,1,No,No,44.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),74.85,3268.05,0
+6950-TWMYB,Male,0,Yes,Yes,54.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),79.95,4362.05,0
+5848-FHRFC,Female,0,No,No,68.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.05,1386.9,0
+2243-FNMMI,Male,0,No,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,415.4,0
+2511-MORQY,Male,0,Yes,Yes,50.0,Yes,Yes,DSL,No,No,Yes,No,No,No,One year,No,Bank transfer (automatic),54.9,2614.1,0
+5356-KZCKT,Male,0,No,No,58.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.45,1513.6,0
+9470-XCCEM,Male,0,Yes,Yes,35.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.65,3161.6,0
+6519-CFDBX,Female,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.4,80.95,0
+3902-MIVLE,Male,0,Yes,Yes,63.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,75.7,4676.7,0
+0409-WTMPL,Female,0,Yes,No,58.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),110.65,6526.65,0
+8763-KIAFH,Female,0,Yes,Yes,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.55,583.3,0
+3669-WHAFY,Female,0,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.15,8078.1,0
+3055-VTCGS,Female,0,No,No,63.0,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,No,Credit card (automatic),58.55,3503.5,0
+3144-KMTWZ,Male,0,Yes,No,71.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),93.25,6669.45,0
+7279-BUYWN,Female,1,No,No,41.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,113.2,4689.5,0
+7156-MHUGY,Male,1,No,No,13.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.5,1201.15,0
+7198-GLXTC,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,79.0,143.65,0
+2007-QVGAW,Female,0,Yes,Yes,68.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.35,1292.65,0
+5207-PLSTK,Male,0,Yes,Yes,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.75,48.75,0
+2307-FYNNL,Male,1,No,No,65.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.05,7108.2,0
+5605-XNWEN,Male,1,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.0,1802.55,0
+2155-AMQRX,Female,0,No,No,28.0,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),54.9,1505.15,0
+6181-AXXYF,Male,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,1859.1,0
+5091-HFAZW,Female,0,No,No,2.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.15,168.5,0
+0516-VRYBW,Female,0,No,Yes,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.15,390.85,0
+2519-LBNQL,Male,1,Yes,No,60.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.35,6339.45,0
+8623-ULFNQ,Female,1,No,No,26.0,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,66.05,1652.4,0
+8380-PEFPE,Male,0,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.65,71.65,0
+5687-DKDTV,Female,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,77.5,0
+1568-LJSZU,Male,0,Yes,Yes,68.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),92.2,6392.85,0
+7530-HDYDS,Female,0,No,No,38.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),84.25,3264.5,0
+7789-HKSBS,Female,1,Yes,No,42.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,4599.15,0
+7416-CKTEP,Female,0,Yes,No,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.6,1134.25,0
+2586-CWXVV,Male,0,Yes,No,54.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.4,1621.35,0
+3096-IZETN,Female,0,No,No,12.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),78.1,947.3,0
+2348-KCJLT,Female,0,Yes,No,44.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Mailed check,61.5,2722.2,0
+8401-EMUWF,Male,0,Yes,Yes,42.0,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.4,3058.3,0
+4193-IBKSW,Male,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1769.6,0
+5377-NDTOU,Female,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,91.05,6293.75,0
+5922-ABDVO,Female,0,Yes,No,19.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,89.65,1761.05,0
+2474-LCNUE,Female,0,Yes,No,23.0,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),73.65,1642.75,0
+0839-QNXME,Female,0,No,No,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,578.5,0
+3506-OVLKD,Male,0,No,No,35.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),26.2,954.9,0
+9172-ANCRX,Female,0,No,No,10.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,973.25,0
+6650-VJONK,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),43.85,43.85,0
+2178-PMGCJ,Male,0,No,No,22.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.7,1490.4,0
+7492-TAFJD,Male,0,Yes,Yes,7.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Mailed check,38.55,280.0,0
+2773-MADBQ,Female,0,No,No,36.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,53.1,1901.25,0
+6016-LVTJQ,Female,0,Yes,Yes,34.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,716.4,0
+7860-KSUGX,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Credit card (automatic),64.45,4720.0,0
+8966-KZXXA,Male,0,Yes,Yes,36.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.1,930.95,0
+6910-HADCM,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.35,76.35,0
+4816-LXZYW,Female,0,No,No,23.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.15,1676.95,0
+9606-PBKBQ,Male,1,Yes,No,32.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.0,2642.05,0
+5149-QYTTU,Female,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),95.15,6770.85,0
+2070-XYMFH,Female,1,No,No,23.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.35,1835.3,0
+2085-BOJKI,Male,0,Yes,No,17.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),96.65,1588.25,0
+0817-HSUSE,Male,0,No,No,1.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,75.5,75.5,0
+5442-PPTJY,Male,0,Yes,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,258.35,0
+1927-QEWMY,Female,0,Yes,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1502.25,0
+1663-MHLHE,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.2,19.2,0
+5663-QBGIS,Male,1,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),98.35,6929.4,0
+4450-MDZFX,Male,0,Yes,Yes,60.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.35,4453.3,0
+6701-DHKWQ,Female,0,Yes,Yes,61.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),51.35,3244.4,0
+7554-AKDQF,Female,0,Yes,No,6.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.65,323.45,0
+3536-IQCTX,Male,1,Yes,No,32.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.3,2661.1,0
+4911-BANWH,Female,0,No,Yes,31.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),86.55,2697.4,0
+8496-EJAUI,Male,0,No,No,19.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.85,1424.5,0
+0794-YVSGE,Male,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,1401.15,0
+5423-BHIXO,Female,0,No,No,32.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,54.2,1739.6,0
+6908-VVYHM,Male,0,Yes,No,65.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.65,5931.0,0
+2959-EEXWB,Female,0,Yes,Yes,45.0,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),50.9,2333.85,0
+1839-UMACK,Male,0,No,No,42.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,25.05,949.85,0
+3030-YDNRM,Male,0,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.85,572.45,0
+7321-KKSDU,Male,0,No,Yes,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,696.8,0
+3402-XRIUO,Female,1,Yes,No,22.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,63.55,1381.8,0
+3132-TVFDZ,Male,1,Yes,No,57.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.85,2572.95,0
+8286-AFUYI,Male,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,47.95,47.95,0
+8080-DDEMJ,Male,1,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.1,45.1,0
+8356-WUAOJ,Female,0,Yes,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.0,45.0,0
+6365-MTGZX,Male,0,No,No,24.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,96.0,2122.45,0
+1349-WXNGG,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.05,20.05,0
+8058-DMYRU,Male,1,No,No,54.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.05,4931.8,0
+9350-ZXYJC,Female,0,No,No,4.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,116.95,0
+6990-YNRIO,Male,0,Yes,Yes,65.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),108.65,6937.95,0
+8958-JPTRR,Female,0,Yes,No,56.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.3,1261.7,0
+6959-GQEGV,Male,0,No,No,45.0,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,75.95,3273.8,0
+3173-WSSUE,Female,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1415.85,0
+1265-HVPZB,Male,0,Yes,No,59.0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),66.4,3958.2,0
+4115-UMJFQ,Male,0,No,No,69.0,No,No phone service,DSL,No,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),35.75,2492.25,0
+7369-TRPFD,Male,0,No,No,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,18.8,279.2,0
+1098-KFQEC,Female,0,Yes,Yes,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1083.0,0
+7190-XHTWJ,Female,0,No,No,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.3,755.5,0
+0621-TWIEM,Male,0,No,No,10.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.55,402.6,0
+3537-RYBHH,Female,1,Yes,No,47.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),67.45,3252.0,0
+2485-ITVKB,Female,0,Yes,No,2.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.1,68.75,0
+3669-OYSJI,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),46.2,46.2,0
+1612-EOHDH,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.15,45.15,0
+6702-OHFWR,Male,1,No,No,1.0,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,43.3,43.3,0
+5296-BFCYD,Male,0,Yes,Yes,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.1,936.85,0
+4510-PYUSH,Female,1,No,No,38.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),57.15,2250.65,0
+9359-JANWS,Female,0,Yes,No,65.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),58.9,3857.1,0
+7517-SAWMO,Female,0,Yes,No,19.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.2,1441.1,0
+4143-HHPMK,Male,0,No,No,52.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.35,4338.6,0
+3279-DYZQM,Male,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.45,1378.45,0
+7054-LGEQW,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.95,45.95,0
+0523-VNGTF,Female,1,No,No,52.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,50.5,2566.3,0
+9575-IWCAZ,Male,0,Yes,No,6.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.1,171.0,0
+7105-MXJLL,Female,1,Yes,No,26.0,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,No,Mailed check,60.7,1597.4,0
+7064-FRRSW,Male,1,No,No,48.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,99.0,4744.35,0
+7940-UQQUG,Female,0,Yes,Yes,64.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.4,6721.6,0
+0923-PNFUB,Female,0,No,No,3.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,83.75,247.25,0
+3961-SXAXY,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.05,44.05,0
+7010-BRBUU,Male,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.1,1734.65,0
+3566-HJGPK,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.55,45.55,0
+3062-ICYZQ,Female,0,Yes,Yes,51.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,93.8,4539.35,0
+9938-PRCVK,Female,0,Yes,Yes,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,804.25,0
+0973-KYVNF,Female,0,Yes,Yes,72.0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),70.65,5011.15,0
+5129-HHMZC,Female,0,Yes,No,43.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.45,3574.5,0
+9637-CDTKZ,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.1,8086.4,0
+3946-JEWRQ,Male,0,Yes,No,47.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),95.2,4563.0,0
+7873-CVMAW,Male,0,No,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.55,6362.35,0
+0463-WZZKO,Male,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.75,67.1,0
+3494-JCHRQ,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.05,70.05,0
+6474-FVJLC,Male,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.0,165.45,0
+4524-QCSSM,Male,0,No,No,26.0,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),44.65,1156.55,0
+5832-EXGTT,Male,0,Yes,Yes,29.0,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,60.2,1834.15,0
+8840-DQLGN,Female,1,Yes,No,35.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),100.5,3653.35,0
+2039-JONDJ,Male,0,No,No,27.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Bank transfer (automatic),55.45,1477.65,0
+7217-JYHOQ,Male,0,Yes,Yes,24.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),70.3,1706.45,0
+6695-FRVEC,Male,0,Yes,Yes,67.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),60.4,3953.7,0
+4547-LYTDD,Female,0,No,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,72.65,1194.3,0
+9894-QMIMJ,Female,0,No,No,23.0,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),55.8,1327.85,0
+8069-YQQAJ,Male,0,No,No,14.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,31.1,419.7,0
+6770-XUAGN,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.0,21.0,0
+4193-ORFCL,Female,1,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.1,45.1,0
+1636-NTNCO,Male,1,No,No,4.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.95,207.35,0
+3466-WAESX,Male,0,No,Yes,16.0,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,69.1,1083.7,0
+9281-PKKZE,Female,0,Yes,No,46.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,43.95,2007.85,0
+3638-VBZTA,Male,0,No,Yes,68.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.5,5882.75,0
+7459-IMVYU,Male,0,No,No,38.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,69.95,2657.55,0
+7776-QWNFX,Male,1,Yes,No,30.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.4,1527.5,0
+6689-TCZHQ,Female,1,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,78.95,378.4,0
+8563-OYMQY,Male,0,No,No,17.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.95,1612.2,0
+0754-EEBDC,Male,0,Yes,Yes,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,76.65,0
+5777-ZPQNC,Female,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.15,260.7,0
+1951-IEYXM,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.6,6441.85,0
+3318-NMQXL,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.0,266.8,0
+3143-ILDAL,Male,0,No,No,56.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,94.45,5124.6,0
+1022-RKXDR,Female,0,No,No,41.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,24.85,962.25,0
+2361-FJWNO,Male,0,No,No,40.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,One year,No,Credit card (automatic),36.0,1382.9,0
+2272-UOINI,Female,0,No,No,7.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,78.5,571.05,0
+8232-UTFOZ,Male,0,No,No,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,1399.35,0
+3750-YHRYO,Male,0,Yes,Yes,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,150.0,0
+6637-KYRCV,Female,0,Yes,Yes,5.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.5,167.2,0
+5668-MEISB,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),106.1,7657.4,0
+0129-QMPDR,Male,0,Yes,Yes,44.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.5,865.05,0
+7188-CBBBA,Female,0,No,No,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,95.5,6153.85,0
+5356-CSVSQ,Female,0,No,No,3.0,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,64.6,174.2,0
+3221-CJMSG,Male,0,No,No,24.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),51.1,1269.6,0
+4720-VSTSI,Female,0,No,No,44.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),84.8,3862.55,0
+3219-JQRSL,Female,1,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.1,6352.4,0
+2801-NISEI,Male,0,No,No,24.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.95,1348.5,0
+3946-MHCZW,Male,0,No,No,1.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,50.9,50.9,0
+4623-ZKHLY,Male,0,Yes,No,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.45,471.55,0
+6732-VAILE,Male,0,Yes,Yes,70.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.95,5931.75,0
+8201-AAXCB,Male,0,Yes,Yes,25.0,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,60.35,1404.65,0
+7696-CFTAT,Male,0,Yes,Yes,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,726.1,0
+1845-CSBRZ,Female,1,Yes,Yes,22.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),85.35,1961.6,0
+2123-VSCOT,Female,0,Yes,Yes,59.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),72.1,4194.85,0
+6651-AZVTJ,Male,0,Yes,Yes,49.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,4872.45,0
+4566-GOLUK,Male,0,Yes,Yes,47.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),107.35,5118.95,0
+2484-DGXPZ,Female,0,Yes,Yes,31.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,658.95,0
+2018-QKYGT,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.05,81.05,0
+2792-VPPET,Male,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.5,76.95,0
+7409-JURKQ,Female,0,Yes,No,53.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),111.8,5809.75,0
+3247-MHJKM,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,0
+1964-SVLEA,Male,0,No,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.7,415.9,0
+4587-NUKOX,Female,0,No,No,3.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.1,246.5,0
+7297-DVYGA,Female,0,No,No,51.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,996.95,0
+2239-CGBUZ,Female,0,Yes,No,51.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),60.5,3145.15,0
+0854-UYHZD,Female,0,Yes,Yes,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,265.3,0
+7243-LCGGZ,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,20.9,0
+8267-KFGYD,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.05,21.05,0
+4890-VMUAV,Male,0,No,No,63.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Electronic check,71.5,4576.3,0
+9261-WDCAF,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,54.65,189.1,0
+3764-MNMOI,Male,0,No,No,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.2,908.15,0
+7442-YGZFK,Male,0,No,No,1.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.8,49.8,0
+0420-BWTPW,Male,0,No,Yes,8.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.5,215.2,0
+8229-BUJHX,Female,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.5,1500.95,0
+7449-HVPIV,Male,0,Yes,Yes,55.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.4,5099.15,0
+5504-WSIUR,Female,0,No,No,70.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),90.25,6385.95,0
+8183-ONMXC,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.75,159.45,0
+8466-PZBLH,Male,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),104.6,6885.75,0
+9614-RMGHA,Male,0,Yes,No,65.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),91.85,5940.85,0
+8735-IJJEG,Male,0,Yes,No,14.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),50.2,668.85,0
+0564-MUUQK,Female,0,Yes,Yes,20.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.5,1916.2,0
+5054-IEXZT,Male,0,No,Yes,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,75.35,75.35,0
+5834-ASPWA,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.45,75.45,0
+0701-RFGFI,Female,0,Yes,Yes,49.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.4,4613.95,0
+0019-EFAEP,Female,0,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),101.3,7261.25,0
+5619-PTMIK,Female,0,Yes,No,46.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,53.1,2459.8,0
+3737-XBQDD,Male,0,No,No,24.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),84.85,2048.8,0
+5882-CMAZQ,Female,0,Yes,Yes,5.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,34.25,163.55,0
+5846-QFDFI,Female,0,Yes,Yes,33.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),88.6,2888.7,0
+4445-KWOKW,Female,0,No,No,42.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),60.15,2421.6,0
+3511-APPBJ,Male,0,No,No,23.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),99.95,2292.75,0
+7967-HYCDE,Male,0,No,No,8.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.7,553.4,0
+2430-RRYUW,Male,0,No,No,66.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,Yes,Mailed check,54.8,3465.7,0
+3948-XHGNA,Male,0,No,No,24.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.55,1210.4,0
+3723-BFBGR,Male,1,No,No,24.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),54.8,1291.3,0
+0565-IYCGT,Male,0,No,No,69.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),78.6,5356.45,0
+5447-WZAFP,Female,0,No,No,53.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Mailed check,100.3,5200.8,0
+5110-CHOPY,Female,0,No,No,60.0,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Electronic check,53.6,3237.05,0
+5445-UTODQ,Female,0,Yes,No,7.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81.1,576.65,0
+4425-OWHWB,Female,0,No,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),19.35,433.75,0
+7892-QVYKW,Female,0,Yes,Yes,23.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.6,1868.4,0
+9675-ICXCT,Male,0,Yes,Yes,72.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,80.8,5728.55,0
+1024-VRZHF,Male,0,Yes,No,11.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,825.7,0
+4703-MQYKT,Male,0,No,No,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,390.4,0
+9497-QCMMS,Male,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.55,93.55,0
+5692-ICXLW,Male,1,No,No,31.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.7,2845.15,0
+0602-DDUML,Female,0,No,No,57.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,69.75,3894.4,0
+2208-MPXIO,Female,0,Yes,Yes,45.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.0,886.4,0
+1960-UYCNN,Male,0,No,No,10.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.25,1021.55,0
+0348-SDKOL,Female,0,Yes,No,58.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.1,5885.4,0
+3190-FZATL,Male,0,No,Yes,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,268.4,0
+7336-RLLRH,Male,0,Yes,No,27.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Mailed check,80.85,2204.35,0
+4373-MAVJG,Female,0,Yes,Yes,14.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),90.9,1259.0,0
+8901-HJXTF,Female,0,Yes,Yes,12.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,29.2,309.1,0
+7710-JSYOA,Female,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),93.3,6398.05,0
+5419-KLXBN,Female,0,Yes,Yes,25.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.15,2257.75,0
+3424-NMNBO,Male,1,Yes,No,58.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,108.85,6287.25,0
+9885-MFVSU,Female,0,Yes,Yes,35.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),46.35,1662.05,0
+4514-GFCFI,Female,1,No,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.75,1350.15,0
+0607-MVMGC,Male,0,Yes,Yes,45.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),78.75,3600.65,0
+3365-SAIGS,Female,0,No,No,17.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.55,1329.15,0
+9828-AOQLM,Female,0,Yes,Yes,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.7,45.7,0
+8022-BECSI,Male,0,No,No,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.6,422.5,0
+8000-REIQB,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.95,69.95,0
+9993-LHIEB,Male,0,Yes,Yes,67.0,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,67.85,4627.65,0
+0266-CLZKZ,Female,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.65,6717.9,0
+7615-ESMYF,Female,0,Yes,No,2.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,44.6,97.1,0
+3858-VOBET,Male,0,No,No,23.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,1710.45,0
+7020-OZKXZ,Female,1,No,No,9.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),75.5,637.4,0
+3977-QCRSL,Female,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,117.95,0
+0017-DINOC,Male,0,No,No,54.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,No,Credit card (automatic),45.2,2460.55,0
+1447-PJGGA,Female,0,No,No,57.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,95.25,5464.65,0
+8565-CLBZW,Male,0,No,No,24.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,89.85,2165.05,0
+9139-WQQDY,Female,0,Yes,Yes,49.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Mailed check,100.45,4941.8,0
+0224-HJAPT,Male,0,No,No,5.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,47.15,223.15,0
+8086-OVPWV,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.2,181.1,0
+9430-FRQOC,Female,0,No,Yes,4.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,87.1,341.45,0
+7639-OPLNG,Male,0,Yes,Yes,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),79.25,5731.85,0
+3074-GQWYX,Male,0,No,No,5.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.9,357.75,0
+1492-QGCLU,Male,0,Yes,Yes,53.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,85.7,4616.1,0
+6845-RGTYS,Female,0,Yes,No,47.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,98.75,4533.7,0
+7328-OWMOM,Female,0,No,Yes,31.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.1,589.25,0
+4418-LZMSV,Male,0,Yes,Yes,13.0,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.8,750.1,0
+5155-AZQPB,Female,0,Yes,Yes,28.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,49.9,1410.25,0
+8861-HGGKB,Female,0,No,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,86.45,830.85,0
+1087-GRUYI,Male,0,Yes,No,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,743.5,0
+7065-YUNRY,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.3,45.3,0
+7694-VLBWQ,Male,0,Yes,No,67.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,104.1,7040.85,0
+2546-KZAAT,Male,0,Yes,No,52.0,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,75.4,3865.45,0
+0181-RITDD,Male,0,Yes,Yes,62.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,108.15,6825.65,0
+5989-PGKJB,Female,0,No,No,16.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.25,1340.1,0
+4795-KTRTH,Female,1,Yes,No,5.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.0,371.65,0
+8272-ONJLV,Male,0,No,No,12.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Electronic check,95.7,1184.0,0
+1488-PBLJN,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.85,8477.7,0
+0308-GIQJT,Male,1,No,No,71.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),105.75,7382.85,0
+3778-FOAQW,Female,0,Yes,No,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.15,456.85,0
+4452-ROHMO,Female,0,No,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,331.6,0
+6481-OGDOO,Male,0,Yes,No,67.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),90.6,6056.15,0
+3090-LETTY,Male,0,No,Yes,2.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),60.95,134.6,0
+5349-AZPEW,Female,0,Yes,Yes,5.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.05,125.5,0
+3753-TSEMP,Female,0,Yes,No,15.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,88.15,1390.6,0
+8305-VHZBZ,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,0
+9720-JJJOR,Male,0,Yes,Yes,41.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),60.3,2511.3,0
+8100-HZZLJ,Female,0,No,Yes,43.0,Yes,No,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,63.95,2737.05,0
+8775-ERLNB,Male,1,Yes,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,74.3,74.3,0
+8309-IEYJD,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.6,70.6,0
+9172-JITSM,Female,0,Yes,Yes,26.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.8,2361.8,0
+6298-QDFNH,Male,0,No,No,22.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.35,1730.35,0
+7398-HPYZQ,Male,0,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),90.55,6404.0,0
+3546-GHEAE,Male,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.45,165.35,0
+7361-YPXFS,Female,1,No,No,28.0,Yes,Yes,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),64.45,1867.6,0
+6557-BZXLQ,Male,1,No,No,16.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.65,1043.3,0
+2550-QHZGP,Male,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,128.6,0
+7519-JTWQH,Female,0,No,No,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.5,7455.45,0
+2538-OIMXF,Female,0,No,Yes,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.7,24.7,0
+8543-MSDMF,Male,0,No,No,3.0,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,77.4,206.15,0
+9961-JBNMK,Male,1,No,No,21.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),96.8,2030.3,0
+1170-SASML,Female,0,Yes,No,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),85.4,5869.4,0
+4872-JCVCA,Female,0,Yes,No,71.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),47.6,3377.8,0
+5346-BZCHP,Female,0,Yes,Yes,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,1346.2,0
+2038-LLMLM,Female,0,No,No,48.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.85,4946.05,0
+6173-ITPWD,Male,0,Yes,No,47.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),83.35,4065.0,0
+9734-UYXQI,Female,0,No,No,2.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.4,106.55,0
+1216-BGTSP,Male,0,No,No,45.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.45,4964.7,0
+4138-NAXED,Male,0,No,No,51.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),81.0,4085.75,0
+2189-UXTKY,Female,0,Yes,No,22.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,79.2,1742.75,0
+0744-BIKKF,Male,0,No,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.65,6224.8,0
+7483-IQWIB,Male,0,Yes,Yes,37.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,92.95,3415.25,0
+5248-KWLAR,Male,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,90.35,6325.25,0
+4958-GZWIY,Male,0,Yes,Yes,7.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,48.7,340.25,0
+7996-MHXLW,Female,0,No,No,66.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.15,1683.6,0
+7833-PKIHD,Male,0,Yes,Yes,51.0,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),76.4,3966.3,0
+7061-OVMIM,Female,0,Yes,Yes,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.55,608.5,0
+5153-RTHKF,Female,0,No,No,34.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,85.35,2896.6,0
+1852-QSWCD,Male,0,Yes,Yes,64.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1514.85,0
+4832-VRBMR,Male,1,Yes,No,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.15,6792.45,0
+9079-LWTFD,Male,0,No,No,47.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,100.75,4669.2,0
+6356-ELRKD,Female,0,No,No,1.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.6,95.6,0
+8624-GIOUT,Female,0,No,No,49.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),59.75,2934.3,0
+3392-EHMNK,Female,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),94.1,6302.8,0
+5986-WWXDV,Male,0,No,Yes,39.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.35,779.2,0
+3061-BCKYI,Male,0,No,No,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,283.75,0
+6179-GJPSO,Female,1,No,No,43.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.15,4600.7,0
+7901-TBKJX,Male,1,No,No,56.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.05,5594.0,0
+7228-PAQPD,Female,0,No,No,14.0,Yes,No,DSL,No,No,No,Yes,No,Yes,One year,No,Credit card (automatic),59.1,772.85,0
+3177-LASXD,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,71.35,71.35,0
+7746-QYVCO,Male,0,Yes,Yes,16.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,Yes,Mailed check,55.85,857.8,0
+5804-HYIEZ,Male,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.05,7554.05,0
+9919-FZDED,Male,1,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),84.1,5981.65,0
+5934-TSSAU,Female,0,Yes,Yes,23.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),75.3,1702.9,0
+3486-KHMLI,Male,0,No,Yes,21.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.7,467.15,0
+4897-QSUYC,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.15,20.15,0
+1084-UQCHV,Male,0,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.75,69.75,0
+8290-YWKHZ,Female,1,Yes,No,32.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.2,2931.0,0
+2955-BJZHG,Male,0,Yes,Yes,17.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,80.85,1400.85,0
+3806-DXQOM,Female,0,No,No,4.0,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,33.65,137.85,0
+6784-XYJAE,Female,0,No,No,36.0,Yes,Yes,DSL,No,No,Yes,No,No,No,One year,No,Electronic check,55.8,1941.5,0
+3933-DQPWX,Female,0,No,No,50.0,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),39.7,1932.75,0
+6661-EIPZC,Female,0,Yes,Yes,48.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),29.5,1423.05,0
+8957-THMOA,Female,0,No,Yes,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.15,970.85,0
+2251-PYLPB,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),79.55,5810.9,0
+5555-RNPGT,Male,0,No,Yes,10.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),24.8,223.9,0
+1057-FOGLZ,Female,0,No,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,391.7,0
+9300-RENDD,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.95,79.95,0
+0761-AETCS,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.3,19.3,0
+8087-LGYHQ,Male,0,No,No,9.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.05,811.65,0
+4137-BTIKL,Male,0,No,No,2.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Mailed check,90.75,174.75,0
+2190-BCXEC,Female,0,Yes,No,40.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),78.85,3126.85,0
+6227-FBDXH,Male,0,Yes,No,69.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),99.5,6841.45,0
+2153-MREFK,Female,0,Yes,No,37.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,Yes,Electronic check,99.2,3754.6,0
+2911-WDXMV,Male,0,No,Yes,18.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),80.55,1406.65,0
+7206-PQBBZ,Male,1,Yes,No,11.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,834.7,0
+3106-ULWFW,Female,0,Yes,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.2,627.4,0
+0925-VYDLG,Female,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.25,242.0,0
+4547-FZJWE,Male,0,Yes,Yes,55.0,Yes,No,DSL,Yes,No,No,No,No,Yes,One year,No,Credit card (automatic),59.45,3157.0,0
+7422-WNBTY,Male,0,Yes,No,33.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,93.35,3092.0,0
+0842-IWYCP,Female,0,No,No,46.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.95,2168.9,0
+3521-HTQTV,Male,0,No,No,34.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.1,980.35,0
+3744-ZBHON,Female,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.2,65.95,0
+3373-DIUUN,Male,0,Yes,Yes,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.25,711.9,0
+8383-SGHJU,Female,0,No,No,33.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,No,Electronic check,59.4,1952.8,0
+7607-QKKTJ,Male,0,Yes,Yes,45.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),95.0,4368.85,0
+7707-PYBBH,Male,0,No,No,40.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,61.9,2647.1,0
+8984-HPEMB,Female,0,No,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,118.65,8477.6,0
+4349-GFQHK,Male,0,No,No,1.0,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,54.35,54.35,0
+4139-DETXS,Female,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),64.45,4528.0,0
+9779-DPNEJ,Female,0,Yes,Yes,22.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.15,1790.65,0
+9805-FILKB,Male,0,Yes,Yes,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.2,845.6,0
+5793-YOLJN,Female,0,Yes,Yes,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.0,1210.3,0
+0673-IGUQO,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,20.45,0
+4123-FCVCB,Female,0,No,No,12.0,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,75.85,854.45,0
+8819-IMISP,Male,0,No,No,31.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.45,2429.1,0
+7802-EFKNY,Male,0,Yes,No,5.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.95,100.4,0
+8311-UEUAB,Female,0,Yes,Yes,67.0,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,Two year,Yes,Electronic check,75.5,5229.45,0
+5858-EAFCZ,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.45,44.45,0
+8035-BUYVG,Male,0,Yes,No,40.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Electronic check,42.35,1716.45,0
+1163-ONYEY,Male,0,Yes,Yes,41.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),74.55,3023.55,0
+9787-XVQIU,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.3,75.3,0
+8945-MUQUF,Male,0,No,No,51.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,Yes,Electronic check,94.8,4837.6,0
+5656-MJEFC,Male,0,Yes,Yes,42.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),48.15,2032.3,0
+6082-OQFBA,Male,0,Yes,Yes,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,436.9,0
+8051-HJRLT,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.55,70.55,0
+8974-OVACP,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,0
+4010-YLMVT,Female,0,No,No,56.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),106.6,5893.95,0
+1379-FRVEB,Male,0,No,Yes,15.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.0,1430.05,0
+8612-GXIDD,Male,0,Yes,Yes,12.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.4,313.0,0
+6288-CHQJB,Female,0,Yes,Yes,54.0,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),69.95,3871.85,0
+8160-HOWOX,Female,0,No,No,7.0,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,66.85,458.1,0
+3023-GFLBR,Female,0,Yes,Yes,33.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Credit card (automatic),86.15,2745.7,0
+6648-INWPS,Male,0,Yes,Yes,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.15,341.35,0
+4223-BKEOR,Female,0,No,Yes,21.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,No,Mailed check,64.85,1336.8,0
+4079-VTGLK,Male,1,Yes,No,30.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,No,Electronic check,74.85,2181.75,0
+1763-WQFUK,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.5,147.75,0
+1391-UBDAR,Male,0,No,No,11.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,72.9,818.45,0
+8894-JVDCV,Female,0,No,No,62.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),115.05,7133.45,0
+2023-VQFDL,Male,0,No,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.0,348.8,0
+1345-GKDZZ,Male,0,No,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,128.6,0
+2014-MKGMH,Female,0,No,No,46.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,101.1,4674.4,0
+5628-FCGYG,Male,0,No,No,21.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.1,1737.45,0
+2560-WBWXF,Male,0,No,No,68.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.15,1498.85,0
+0248-IPDFW,Female,0,No,No,1.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.1,50.1,0
+7978-DKUQH,Female,0,Yes,No,25.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.6,1797.75,0
+4335-UPJSI,Female,0,No,Yes,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,498.1,0
+0524-IAVZO,Female,0,Yes,No,30.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.0,2624.25,0
+2737-YNGYW,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.55,184.1,0
+1784-EZDKJ,Male,0,Yes,No,51.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.8,5498.8,0
+9297-FVVDH,Female,0,Yes,Yes,57.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.5,4845.4,0
+8007-YYPWD,Female,0,No,No,15.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.05,369.1,0
+7101-HRBLJ,Female,0,Yes,Yes,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),83.7,6096.9,0
+5159-YFPKQ,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,75.8,160.75,0
+6635-CPNUN,Male,0,Yes,No,28.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Credit card (automatic),96.6,2684.35,0
+4021-RQSNY,Male,1,Yes,No,29.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,3004.15,0
+5453-YBTWV,Male,0,Yes,Yes,70.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),101.1,6994.8,0
+5039-LZRQT,Female,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.2,273.25,0
+2931-VUVJN,Female,1,Yes,No,59.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,94.05,5483.9,0
+9061-TIHDA,Male,1,Yes,No,13.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.25,1233.65,0
+8699-ASUFO,Male,1,Yes,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.4,527.9,0
+6418-PIQSP,Female,0,Yes,No,62.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,81.0,4985.9,0
+8220-OCUFY,Female,0,No,No,21.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Electronic check,60.25,1258.35,0
+3995-WFCSM,Female,0,No,No,2.0,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,60.85,111.4,0
+1895-QTKDO,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),43.95,43.95,0
+2038-OEQZH,Male,0,No,No,4.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,86.05,308.1,0
+1178-PZGAB,Female,0,No,No,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.25,383.65,0
+7927-AUXBZ,Female,0,No,No,30.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,85.15,2555.9,0
+2626-VEEWG,Male,0,Yes,Yes,67.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.4,1284.2,0
+2878-RMWXY,Male,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),102.65,7550.3,0
+1657-DYMBM,Male,0,Yes,No,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.9,1110.05,0
+7311-MQJCH,Female,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.55,99.6,0
+7375-WMVMT,Male,1,Yes,No,71.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),95.5,6707.15,0
+1136-XGEQU,Female,0,Yes,Yes,50.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),84.15,4164.4,0
+2530-FMFXO,Male,0,Yes,Yes,56.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,103.2,5873.75,0
+6844-DZKRF,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),50.2,109.25,0
+4695-WJZUE,Female,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,88.55,179.25,0
+7619-ODSGN,Male,0,Yes,Yes,24.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,54.75,1338.15,0
+5970-GHJAW,Male,0,Yes,Yes,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,862.4,0
+8879-XUAHX,Male,0,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,116.25,8564.75,0
+3689-MOZGR,Female,0,No,No,29.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,31.2,926.2,0
+4195-PNGZS,Male,0,Yes,Yes,69.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.45,1718.2,0
+5003-XZWWO,Male,0,Yes,No,71.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.2,5956.85,0
+3988-RQIXO,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.3,91.3,0
+7622-FWGEW,Male,1,Yes,No,56.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.65,4824.45,0
+6922-NCEDI,Male,0,No,Yes,56.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,21.2,1238.65,0
+2514-GINMM,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.5,79.5,0
+9891-NQDBD,Female,0,Yes,No,28.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.55,672.2,0
+6131-IUNXN,Female,0,Yes,Yes,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,382.2,0
+8548-AWOFC,Male,0,Yes,No,66.0,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,63.85,4264.6,0
+9798-DRYDS,Female,0,Yes,Yes,17.0,Yes,Yes,DSL,No,No,Yes,Yes,No,No,One year,Yes,Mailed check,61.95,1070.7,0
+8532-UEFWH,Male,0,Yes,Yes,52.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,1345.85,0
+6296-DDOOR,Female,0,No,No,19.0,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,No,Electronic check,58.2,1045.25,0
+7951-VRDVK,Female,0,No,No,36.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),85.85,3003.55,0
+5931-FLJJF,Male,1,Yes,No,7.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.1,467.55,0
+4815-YOSUK,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),104.9,7537.5,0
+2659-VXMWZ,Male,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,111.3,7482.1,0
+0380-NEAVX,Male,1,No,No,34.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,99.85,3343.15,0
+3207-OYBWH,Male,1,Yes,No,57.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.25,5427.05,0
+4285-GYRQC,Female,0,Yes,No,7.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,86.25,587.1,0
+7216-EWTRS,Female,1,Yes,No,1.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,100.8,0
+4365-MSDYN,Male,0,Yes,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.55,161.15,0
+7036-TYDEC,Female,0,No,No,69.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,104.0,7028.5,0
+5802-ADBRC,Female,0,Yes,No,50.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,104.4,5232.9,0
+8076-FEZKJ,Male,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,225.85,0
+5197-YPYBZ,Female,0,Yes,Yes,12.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,274.7,0
+8337-MSSXB,Female,0,No,No,14.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.3,1180.95,0
+4312-GVYNH,Female,0,Yes,No,70.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),49.85,3370.2,0
+8495-LJDFO,Female,1,No,No,64.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.95,7111.3,0
+0839-JTCUD,Female,0,Yes,Yes,66.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.9,5958.85,0
+5494-WOZRZ,Female,0,Yes,Yes,71.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),82.0,5999.85,0
+1302-UHBDD,Male,1,No,No,20.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.95,1648.45,0
+2234-EOFPT,Male,0,Yes,No,72.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.35,5753.25,0
+8619-IJNDK,Female,0,Yes,Yes,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),64.05,4492.9,0
+8378-LKJAF,Male,0,Yes,Yes,38.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),101.15,3956.7,0
+8182-BJDSI,Female,0,No,No,28.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.95,2625.55,0
+2528-HFYZX,Male,1,Yes,No,17.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,76.45,1233.4,0
+1153-GNOLC,Male,0,No,No,33.0,No,No phone service,DSL,No,Yes,No,No,Yes,No,One year,Yes,Electronic check,39.1,1309.0,0
+3298-QEICA,Female,0,Yes,Yes,23.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Mailed check,34.6,813.45,0
+0788-DXBFY,Male,0,Yes,Yes,58.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.55,1108.8,0
+3597-YASZG,Female,1,Yes,No,70.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.45,7349.35,0
+3496-LFSZU,Male,0,Yes,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.5,294.2,0
+5242-UOWHD,Male,0,Yes,Yes,45.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,929.2,0
+2482-CZGBB,Male,0,No,No,10.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.0,740.0,0
+6479-SZPLM,Male,0,Yes,Yes,36.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,754.5,0
+8097-VBQTZ,Male,0,No,No,54.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,69.9,3883.3,0
+4500-HKANN,Male,0,Yes,Yes,23.0,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Two year,No,Mailed check,59.7,1414.2,0
+9917-KWRBE,Female,0,Yes,Yes,41.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),78.35,3211.2,0
+3420-ZDBMA,Male,1,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,71.45,371.6,0
+2212-LYASK,Male,0,Yes,Yes,27.0,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),45.85,1246.4,0
+1393-IMKZG,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,95.85,95.85,0
+8069-RHUXK,Female,0,Yes,Yes,67.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Credit card (automatic),35.7,2545.7,0
+3398-GCPMU,Female,1,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),89.55,6448.85,0
+2908-WGAXL,Female,0,Yes,Yes,56.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.95,1468.9,0
+3378-AJRAO,Male,0,Yes,Yes,44.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.85,1013.6,0
+1013-QCWAM,Female,1,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,6690.75,0
+0866-QLSIR,Female,0,No,No,34.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,64.4,2088.75,0
+6050-FFXES,Female,0,Yes,No,69.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),105.35,7240.65,0
+7181-BQYBV,Female,0,Yes,Yes,1.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.45,102.45,0
+0362-RAOQO,Female,0,No,No,40.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,830.25,0
+9554-DFKIC,Male,0,Yes,Yes,30.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),54.45,1588.7,0
+5527-ACHSO,Female,0,No,No,11.0,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Mailed check,70.5,829.3,0
+0829-DDVLK,Female,0,No,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.1,302.45,0
+1399-UBQIU,Male,0,No,No,11.0,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,69.35,712.25,0
+1813-JLKWR,Female,0,Yes,Yes,64.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,1336.65,0
+0336-PIKEI,Male,1,Yes,No,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),74.4,5360.75,0
+7322-OCWHC,Male,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),93.05,6735.05,0
+9537-VHDTA,Female,0,No,Yes,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,51.2,51.2,0
+4957-TIALW,Female,0,No,Yes,15.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Credit card (automatic),65.6,1010.0,0
+2054-PJOCK,Female,0,No,No,60.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),80.55,4847.05,0
+9150-HEPMB,Male,0,No,No,56.0,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,52.7,3019.7,0
+9030-QGZNL,Female,0,No,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.85,161.65,0
+6204-IEUXJ,Female,0,No,No,3.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),80.1,217.55,0
+3126-WQMGH,Female,0,Yes,No,49.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),52.15,2583.75,0
+4529-CKBCL,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.2,146.05,0
+2506-CLAKW,Female,0,No,No,6.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),98.15,567.45,0
+7176-WRTNX,Male,0,No,No,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.95,7711.25,0
+1583-IHQZE,Male,0,No,No,12.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,112.95,1384.75,0
+5732-IKGQH,Male,1,Yes,No,52.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.45,5481.25,0
+9239-GZHZE,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.65,8124.2,0
+7205-BAIAD,Female,0,No,No,40.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.6,827.3,0
+0151-ONTOV,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.9,70.9,0
+4140-MUHUG,Female,1,No,No,3.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,86.85,220.95,0
+0093-EXYQL,Female,1,No,No,40.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.55,3673.6,0
+8064-RAVOH,Male,0,No,Yes,1.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,49.85,49.85,0
+0219-QAERP,Male,0,Yes,No,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,576.65,0
+0320-JDNQG,Male,0,Yes,Yes,23.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.85,2331.3,0
+7180-PISOG,Male,0,Yes,Yes,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,74.5,0
+9168-INPSZ,Female,1,Yes,No,44.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,104.15,4495.65,0
+3571-RFHAR,Male,0,No,No,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,109.15,6941.2,0
+0015-UOCOJ,Female,1,No,No,7.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,48.2,340.35,0
+5334-AFQJB,Male,1,No,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.1,1789.9,0
+2754-SDJRD,Female,1,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.15,908.55,0
+9578-VRMNM,Female,0,No,No,16.0,Yes,Yes,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),65.2,1043.35,0
+1587-FKLZB,Male,1,Yes,Yes,66.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.5,6822.15,0
+6140-QNRQQ,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,71.55,71.55,0
+8963-JLGJT,Male,0,No,Yes,3.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,55.9,157.55,0
+4307-KTUMW,Male,0,Yes,No,53.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,93.9,5029.2,0
+1465-LNTLJ,Male,1,Yes,No,8.0,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),64.4,581.7,0
+5440-FLBQG,Male,1,Yes,No,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.4,7318.2,0
+2135-DQWAQ,Female,0,No,No,5.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,85.3,420.45,0
+4056-QHXHZ,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,107.45,7576.7,0
+7470-MCQTK,Female,0,Yes,No,13.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),48.75,633.4,0
+7488-MXJIV,Female,0,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.65,321.65,0
+7401-JIXNM,Female,0,Yes,Yes,54.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),91.3,4965.0,0
+9339-FIIJL,Male,0,Yes,No,72.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.95,6151.9,0
+2027-FECZV,Male,0,No,No,12.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.7,1253.9,0
+2672-DZUOY,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.15,25.15,0
+4706-DGAHW,Male,1,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.2,45.2,0
+3870-MQAMG,Female,0,Yes,No,54.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,110.35,5893.15,0
+6670-MFRPK,Male,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Two year,Yes,Credit card (automatic),79.2,5420.65,0
+6177-PEVRA,Female,0,No,No,48.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Two year,No,Credit card (automatic),55.5,2627.35,0
+4800-CZMPC,Female,0,Yes,Yes,48.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),103.25,5037.55,0
+4813-HQMGZ,Female,0,Yes,No,8.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.25,743.75,0
+7579-KKLOE,Male,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,91.25,6589.6,0
+7377-DMMRI,Male,0,No,No,2.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,47.8,92.45,0
+8402-EIVQS,Male,0,Yes,No,67.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),100.9,6733.15,0
+4947-DSMXK,Male,0,Yes,Yes,34.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),97.7,3410.0,0
+7245-NIIWQ,Female,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.85,199.85,0
+0002-ORFBO,Female,0,Yes,Yes,9.0,Yes,No,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Mailed check,65.6,593.3,0
+3324-OIRTO,Male,0,Yes,Yes,71.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.65,7288.4,0
+5414-OFQCB,Male,0,No,No,57.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),90.45,5229.8,0
+4967-WPNCF,Male,0,No,No,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),63.7,4464.8,0
+8552-OBVRU,Female,1,Yes,Yes,48.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.5,5068.05,0
+8499-BRXTD,Male,0,No,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,401.85,0
+9154-QDGTH,Male,0,Yes,Yes,43.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.3,4451.85,0
+8197-BFWVU,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),93.25,6688.95,0
+2577-GVSIL,Male,0,Yes,Yes,35.0,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),73.45,2661.1,0
+9367-OIUXP,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.7,73.05,0
+6770-UAYGJ,Female,0,Yes,Yes,49.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,1211.65,0
+6463-HHXJR,Female,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,No,Bank transfer (automatic),100.5,7030.65,0
+7928-VJYAB,Male,0,Yes,Yes,11.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.6,1020.2,0
+1187-WILMM,Male,0,Yes,Yes,63.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),89.4,5597.65,0
+9776-OJUZI,Female,1,No,No,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),95.45,6223.3,0
+1306-RPWXZ,Female,0,No,Yes,49.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.45,1024.65,0
+8949-JTMAY,Female,0,No,No,29.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.6,2933.2,0
+2774-LVQUS,Female,1,Yes,No,15.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,83.05,1258.3,0
+3097-PYWXL,Female,0,Yes,Yes,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.95,82.9,0
+2266-SJNAT,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),109.15,7789.6,0
+0869-PAPRP,Female,1,Yes,No,26.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.7,2067.0,0
+4238-JSSWH,Female,1,Yes,No,35.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),102.05,3452.55,0
+2972-YDYUW,Female,0,No,No,57.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,One year,No,Electronic check,94.7,5468.95,0
+1104-FEJAM,Male,0,Yes,Yes,28.0,Yes,Yes,DSL,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,64.4,1802.15,0
+2809-ILCYT,Female,0,Yes,No,25.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,26.8,733.55,0
+5499-ECUTN,Female,0,Yes,No,47.0,Yes,No,DSL,Yes,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),66.05,3021.45,0
+4981-FLTMF,Female,0,Yes,Yes,57.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),65.2,3687.85,0
+9121-PHQSR,Male,1,Yes,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.05,1391.15,0
+3113-IWHLC,Male,0,No,No,5.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.8,274.35,0
+3211-ILJTT,Male,0,Yes,No,17.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.4,1214.05,0
+4612-THJBS,Female,1,No,No,56.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.75,5510.65,0
+4277-BWBML,Male,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.95,1322.85,0
+4094-NSEDU,Female,1,No,No,21.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.25,1973.75,0
+0234-TEVTT,Female,0,Yes,Yes,48.0,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,One year,No,Credit card (automatic),45.0,2196.3,0
+4304-TSPVK,Female,0,Yes,No,68.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.9,7843.55,0
+1552-AAGRX,Female,0,No,No,30.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),106.4,3211.9,0
+2637-FKFSY,Female,0,Yes,No,3.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,46.1,130.15,0
+9796-MVYXX,Female,1,No,No,14.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,39.7,692.35,0
+7874-ECPQJ,Female,0,No,Yes,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.05,85.5,0
+0020-INWCK,Female,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),95.75,6849.4,0
+7089-RKVSZ,Male,0,Yes,Yes,8.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.4,203.95,0
+2683-JXWQQ,Male,0,Yes,Yes,61.0,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),33.6,2117.2,0
+9548-ZMVTX,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),90.45,6565.85,0
+8739-XNIKG,Female,0,No,No,5.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.0,424.75,0
+9755-JHNMN,Female,0,No,No,49.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),67.4,3306.85,0
+3981-QSVQI,Male,0,No,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.7,168.9,0
+2789-HQBOU,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.35,253.8,0
+9424-CMPOG,Male,0,Yes,Yes,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,197.4,0
+5067-WJEUN,Male,0,Yes,Yes,67.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Two year,Yes,Bank transfer (automatic),54.2,3838.2,0
+3450-WXOAT,Male,0,No,No,46.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),45.2,2065.15,0
+9251-WNSOD,Female,0,Yes,No,67.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Mailed check,75.1,5064.45,0
+6974-DAFLI,Female,0,Yes,No,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.7,1140.05,0
+2616-UUTFK,Male,0,Yes,No,33.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),72.75,2447.45,0
+7064-JHXCE,Male,0,Yes,Yes,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1263.9,0
+5103-MHMHY,Female,0,No,Yes,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.95,45.95,0
+7989-AWGEH,Male,0,Yes,Yes,49.0,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,39.2,1838.15,0
+4373-VVHQL,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.75,44.75,0
+4559-UWIHT,Male,0,Yes,No,14.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,82.65,1185.0,0
+7268-IGMFD,Male,1,No,No,18.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),93.9,1743.9,0
+1846-XWOQN,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,70.15,0
+0235-KGSLC,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.55,85.55,0
+6650-BWFRT,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),117.15,8529.5,0
+9570-KYEUA,Male,0,No,No,64.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),99.25,6549.45,0
+6993-YGFJV,Male,0,Yes,No,69.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),112.55,7806.5,0
+2712-SYWAY,Female,0,No,No,1.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.7,25.7,0
+0730-BGQGF,Male,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.3,6287.3,0
+5498-IBWPI,Female,0,Yes,Yes,66.0,Yes,No,DSL,No,No,No,Yes,No,No,One year,Yes,Credit card (automatic),49.4,3251.85,0
+9101-NTIXF,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,50.6,0
+0013-SMEOE,Female,1,Yes,No,71.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.7,7904.25,0
+9314-QDMDW,Male,0,No,No,11.0,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,Yes,Electronic check,61.25,729.95,0
+9308-ANMVE,Male,0,No,Yes,47.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,55.3,2654.05,0
+2884-GBPFB,Female,0,Yes,No,35.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,2416.55,0
+3757-NJYBX,Male,1,Yes,No,32.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),106.35,3520.75,0
+3413-DHLPB,Male,0,Yes,Yes,60.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.75,5969.95,0
+7649-PHJVR,Male,0,No,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,226.8,0
+6114-TCFID,Female,0,No,No,29.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),39.5,1082.75,0
+3787-TRIAL,Male,0,Yes,Yes,21.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,26.05,565.75,0
+2573-GYRUU,Male,1,Yes,No,48.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),91.05,4370.75,0
+5156-UMKOW,Female,0,No,Yes,3.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,29.65,90.05,0
+1247-QBVSH,Female,0,Yes,Yes,43.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,50.2,2169.4,0
+6734-GMPVK,Male,0,No,No,5.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,105.3,550.6,0
+9822-OAOVB,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.45,55.45,0
+6161-ERDGD,Male,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,85.45,6300.85,0
+1226-JZNKR,Female,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.8,160.05,0
+7318-EIVKO,Male,0,No,No,8.0,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,59.25,436.6,0
+3771-PZOBW,Male,0,No,No,20.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.7,1781.35,0
+5136-KCKGI,Female,0,Yes,Yes,33.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,103.7,3467.0,0
+8231-BSWXX,Male,0,No,No,71.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Credit card (automatic),79.05,5552.5,0
+6486-LHTMA,Female,1,Yes,No,31.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,90.7,2835.5,0
+4083-BFNYK,Female,1,Yes,No,38.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Credit card (automatic),95.0,3591.25,0
+3722-WPXTK,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,88.35,88.35,0
+7389-KBFIT,Female,0,Yes,Yes,2.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,30.25,63.75,0
+7176-WIONM,Female,0,Yes,No,12.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),49.85,617.15,0
+5141-ZUVBH,Female,0,No,Yes,9.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),93.0,870.25,0
+1089-HDMKP,Male,1,No,Yes,11.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,54.55,601.25,0
+7623-HKYRK,Male,0,No,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,111.65,0
+0310-SUCIN,Female,0,Yes,No,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),84.8,6046.1,0
+5197-PYEPU,Female,0,Yes,Yes,42.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),94.45,3923.8,0
+2929-ERCFZ,Female,0,Yes,Yes,8.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,777.3,0
+7548-SEPYI,Female,0,No,No,5.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.25,512.45,0
+8835-VSDSE,Female,0,Yes,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.7,141.45,0
+6619-RPLQZ,Female,0,Yes,Yes,45.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.85,892.15,0
+3275-RHRNE,Male,0,Yes,Yes,28.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),60.0,1682.05,0
+3503-TYDAY,Female,0,Yes,No,43.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,80.45,3398.9,0
+6901-GOGZG,Male,0,No,Yes,60.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.95,4984.85,0
+1623-NLDOT,Female,0,Yes,No,42.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,One year,No,Mailed check,33.55,1445.3,0
+7021-XSNYE,Male,0,Yes,Yes,7.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),49.65,305.55,0
+9621-OUPYD,Female,0,Yes,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.2,507.9,0
+9898-KZQDZ,Female,1,Yes,Yes,40.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.55,3640.45,0
+8982-NHAVY,Male,0,No,No,27.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),100.5,2673.45,0
+4307-KWMXE,Male,0,No,No,10.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,35.75,389.8,0
+0141-YEAYS,Female,1,No,No,27.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),86.45,2401.05,0
+2450-ZKEED,Female,0,No,No,11.0,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,No,Bank transfer (automatic),53.8,651.55,0
+3694-DELSO,Male,0,Yes,Yes,4.0,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),38.55,156.1,0
+3893-JRNFS,Male,0,No,No,68.0,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),39.9,2796.35,0
+9603-OAIHC,Male,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.05,70.05,0
+1133-KXCGE,Female,0,No,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,407.05,0
+5236-PERKL,Female,0,No,No,57.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),112.95,6465.0,0
+0142-GVYSN,Male,0,No,No,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.3,511.25,0
+1049-FYSYG,Female,0,Yes,No,17.0,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),35.65,646.05,0
+7854-FOKSF,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,35.9,35.9,0
+2519-FAKOD,Male,0,No,Yes,38.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.25,3777.15,0
+8406-LNMHF,Male,1,Yes,No,59.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),82.95,4903.15,0
+1821-BUCWY,Male,0,No,No,30.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Two year,Yes,Mailed check,55.65,1653.85,0
+8263-JQAIK,Male,1,No,No,2.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.45,47.5,0
+0023-UYUPN,Female,1,Yes,No,50.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,25.2,1306.3,0
+8314-DPQHL,Male,0,No,No,9.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,One year,No,Mailed check,50.8,463.6,0
+1465-WCZVT,Female,0,Yes,Yes,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,60.65,0
+9481-SFCQY,Female,0,No,Yes,14.0,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),59.8,824.85,0
+6360-SVNWV,Female,1,No,No,31.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.55,2094.65,0
+0567-GGCAC,Female,0,No,No,7.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,61.4,438.9,0
+7089-IVVAZ,Female,0,No,No,8.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.35,847.3,0
+8884-MRNSU,Male,0,Yes,Yes,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.9,329.75,0
+2171-UDMFD,Male,0,Yes,Yes,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.45,674.55,0
+9050-IKDZA,Female,1,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,81.5,162.55,0
+2205-YMZZJ,Male,1,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.8,546.95,0
+9802-CAQUT,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),109.55,7887.25,0
+1254-IZEYF,Female,1,No,No,31.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.95,3186.65,0
+0187-WZNAB,Female,0,Yes,Yes,27.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,74.4,1972.35,0
+9492-TOKRI,Female,0,No,No,18.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.0,1527.35,0
+1475-VWVDO,Male,0,No,No,7.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.9,490.55,0
+9221-OTIVJ,Female,1,No,No,14.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.85,1531.4,0
+1357-MVDOZ,Male,0,Yes,Yes,11.0,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),59.65,683.25,0
+7602-MVRMB,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.45,8058.85,0
+3325-FUYCG,Male,0,Yes,Yes,28.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Electronic check,106.1,2847.4,0
+5908-QMGOE,Male,1,No,No,15.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.2,1133.9,0
+1197-BVMVG,Female,1,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.45,294.45,0
+5406-KGRMX,Female,0,No,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.55,1719.15,0
+8481-YYXWG,Female,0,No,No,5.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.35,461.7,0
+5968-HYJRZ,Male,0,Yes,Yes,47.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.55,1160.45,0
+5198-EFNBM,Male,1,Yes,No,57.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,90.65,5199.8,0
+7516-GMHUV,Male,1,Yes,No,50.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),105.05,5163.3,0
+7140-ADSMJ,Male,0,No,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.45,162.3,0
+2230-XTUWL,Female,0,Yes,Yes,48.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,883.35,0
+7706-YLMQA,Female,0,No,No,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.7,1341.5,0
+2585-KTFRE,Male,0,No,Yes,1.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),70.45,70.45,0
+7994-UYIVZ,Male,0,Yes,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.65,659.45,0
+2609-IAICY,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,77.15,77.15,0
+1740-CSDJP,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),35.25,35.25,0
+7717-BICXI,Male,0,Yes,Yes,60.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.55,1205.05,0
+6559-RAKOZ,Male,0,Yes,Yes,49.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,97.95,4917.9,0
+2636-OHFMN,Male,0,Yes,No,4.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.55,201.0,0
+4716-MRVEN,Female,0,No,No,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.0,599.3,0
+2143-LJULT,Female,0,Yes,No,67.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.25,1733.15,0
+1323-OOEPC,Female,0,Yes,No,53.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.4,5149.5,0
+3200-MNQTF,Male,0,Yes,No,67.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),70.9,4677.1,0
+6164-HXUGH,Female,0,Yes,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,119.3,0
+5630-IXDXV,Female,0,No,No,47.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.35,4849.1,0
+0320-DWVTU,Female,0,No,No,53.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Mailed check,99.5,5424.25,0
+9135-MGVPY,Male,0,Yes,No,69.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,84.7,5878.9,0
+1212-GLHMD,Male,0,No,No,3.0,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,86.05,244.85,0
+7878-JGDKK,Male,0,No,No,4.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.55,220.75,0
+1088-AUUZZ,Male,0,Yes,Yes,56.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),75.85,4261.2,0
+0397-GZBBC,Male,1,Yes,No,59.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),93.85,5574.75,0
+6614-YWYSC,Male,1,Yes,No,61.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.0,1501.75,0
+9588-OZDMQ,Female,0,Yes,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.0,89.75,0
+7641-EUYET,Male,1,Yes,Yes,46.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,100.7,4541.2,0
+6476-EPYZR,Male,0,Yes,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,255.5,0
+9921-ZVRHG,Female,0,No,No,14.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.45,1072.0,0
+1174-FGIFN,Female,0,Yes,Yes,28.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Electronic check,90.45,2509.25,0
+6620-HVDUJ,Male,0,No,No,24.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),60.45,1440.75,0
+4701-MLJPN,Male,0,No,No,31.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,55.25,1715.65,0
+1032-MAELW,Female,0,Yes,Yes,68.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Electronic check,78.45,5333.35,0
+7641-TQFHN,Male,0,No,Yes,39.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,No,Mailed check,100.55,3895.35,0
+1552-TKMXS,Female,0,Yes,No,42.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,869.9,0
+9206-GVPEQ,Male,0,Yes,No,13.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,54.45,706.85,0
+8622-ZLFKO,Female,0,Yes,No,6.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.75,512.25,0
+1596-BBVTG,Male,0,No,No,35.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),75.35,2636.05,0
+6188-UXBBR,Female,0,Yes,No,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.25,814.75,0
+2333-KWEWW,Male,0,No,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,388.6,0
+5702-SKUOB,Female,0,Yes,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,93.45,0
+1134-YWTYF,Male,0,Yes,No,27.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,53.8,1389.85,0
+6061-GWWAV,Male,0,No,Yes,41.0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Mailed check,70.2,2894.55,0
+0679-TDGAK,Male,0,Yes,Yes,50.0,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Electronic check,75.5,4025.6,0
+6585-WCEWR,Male,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,20.35,1354.4,0
+9067-YGSCA,Female,0,No,No,70.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),26.05,1856.4,0
+9067-SQTNS,Male,0,Yes,Yes,44.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.6,926.0,0
+8433-WXGNA,Male,0,No,No,2.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.7,189.2,0
+1776-SPBWV,Female,0,Yes,Yes,34.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.1,682.1,0
+8735-SDUFN,Female,1,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,1778.7,0
+9668-PUGNU,Male,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,24.5,1816.2,0
+9405-GPBBG,Female,0,No,No,64.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.5,7069.25,0
+1926-QUZNN,Female,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.25,1841.2,0
+3707-GNWHM,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.25,74.25,0
+7016-NVRIC,Male,1,Yes,No,29.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,One year,No,Bank transfer (automatic),90.1,2656.7,0
+5829-NVSQN,Female,0,Yes,No,23.0,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),68.75,1689.45,0
+9565-AXSMR,Male,0,Yes,Yes,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.2,1054.75,0
+8922-LIEGH,Female,1,No,No,25.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.7,2187.55,0
+8869-LIHMK,Female,0,No,No,64.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.1,7334.05,0
+8245-UMPYT,Female,1,No,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.4,1581.2,0
+5186-SAMNZ,Male,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.5,69.5,0
+0447-RXSGD,Male,0,No,No,24.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.65,2404.85,0
+4927-WWOOZ,Male,0,Yes,No,2.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.45,171.45,0
+5788-YPOEG,Female,0,Yes,Yes,34.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,84.75,2839.45,0
+5373-SFODM,Male,1,Yes,No,36.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.25,3132.75,0
+0661-KBKPA,Male,0,Yes,Yes,53.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,78.75,3942.45,0
+9081-WWXKP,Female,0,Yes,Yes,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,873.4,0
+0784-ZQJZX,Male,0,No,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.9,1529.65,0
+3133-PZNSR,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),97.75,6991.6,0
+5766-ZJYBB,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,19.4,0
+8931-GJJIQ,Female,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.3,803.3,0
+4277-PVRAN,Female,0,No,No,8.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.1,679.3,0
+0022-TCJCI,Male,1,No,No,45.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,No,Credit card (automatic),62.7,2791.5,0
+0722-SVSFK,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,100.4,715.0,0
+3612-YVGSJ,Female,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.45,1681.6,0
+9825-YCXWZ,Female,1,No,No,41.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),101.1,4016.2,0
+5397-NSKQG,Male,0,Yes,Yes,67.0,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Two year,No,Credit card (automatic),50.9,3281.65,0
+8565-HBFNN,Male,0,Yes,No,69.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),107.2,7317.1,0
+2000-DHJUY,Female,1,Yes,No,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),92.2,6474.45,0
+0203-HHYIJ,Male,0,No,No,25.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.3,676.35,0
+8670-ERCJH,Male,0,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),113.4,8164.1,0
+7758-UJWYS,Male,0,Yes,Yes,34.0,No,No phone service,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Electronic check,40.55,1325.85,0
+2050-ONYDQ,Female,0,Yes,Yes,65.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26.0,1654.85,0
+7055-JCGNI,Female,0,No,No,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),111.95,7795.95,0
+0739-UUAJR,Female,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),53.8,3952.45,0
+4826-DXMUP,Male,0,No,Yes,35.0,Yes,No,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,72.1,2495.15,0
+0952-KMEEH,Male,0,No,No,13.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,98.15,1230.25,0
+7285-KLOTR,Female,0,Yes,No,12.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Electronic check,78.85,876.75,0
+0654-PQKDW,Female,0,Yes,Yes,62.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),70.75,4263.45,0
+7175-NTIXE,Female,0,No,No,25.0,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),76.15,1992.95,0
+7963-SHNDT,Female,0,No,No,52.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,39.1,1982.1,0
+9796-BPKIW,Male,1,No,No,8.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.95,562.7,0
+0188-GWFLE,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,33.7,0
+8129-GMVGI,Female,0,Yes,Yes,56.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,1090.1,0
+2882-DDZPG,Female,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.45,227.45,0
+3547-LQRIK,Female,0,Yes,No,47.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,26.9,1250.85,0
+9137-NOQKA,Male,1,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.2,37.2,0
+5843-TTHGI,Female,0,No,No,18.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50.0,892.7,0
+1849-RJYIG,Female,0,No,No,8.0,Yes,No,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,60.0,487.75,0
+8868-GAGIO,Male,0,Yes,No,45.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,84.55,3713.95,0
+4061-UKJWL,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.45,141.7,0
+5380-XPJNZ,Female,0,No,No,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,678.2,0
+8263-QMNTJ,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,115.55,8425.3,0
+8178-EYZUO,Male,0,No,No,46.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,93.7,4154.8,0
+3230-JCNZS,Female,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),99.0,7061.65,0
+0277-ORXQS,Male,0,Yes,Yes,66.0,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),50.55,3364.55,0
+5130-IEKQT,Male,1,No,No,25.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,105.95,2655.25,0
+3230-WYKIR,Male,0,No,No,18.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),82.0,1425.45,0
+7996-BPXHY,Female,0,Yes,Yes,13.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.0,332.5,0
+3227-WLKLI,Female,0,Yes,Yes,65.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),91.55,5963.95,0
+0407-BDJKB,Male,0,Yes,No,60.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,95.75,5742.9,0
+2266-FUBDZ,Male,0,Yes,Yes,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,278.85,0
+8237-ULIXL,Female,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.85,1871.85,0
+9600-UDOPK,Male,0,Yes,No,30.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.05,2866.45,0
+8216-AZUUZ,Female,0,Yes,Yes,42.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,100.4,4303.65,0
+9153-BTBVV,Female,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.0,1753.0,0
+4074-SJFFA,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,54.75,54.75,0
+3269-ATYWD,Male,1,No,No,39.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.65,3759.05,0
+5186-PEIZU,Female,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.25,617.65,0
+1074-AMIOH,Female,0,Yes,Yes,53.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.25,5935.1,0
+4910-GMJOT,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.6,94.6,0
+0354-WYROK,Female,1,Yes,Yes,31.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.9,2911.3,0
+4361-FEBGN,Male,0,No,No,48.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.15,982.95,0
+7748-UMTRK,Female,1,No,Yes,30.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.3,2974.5,0
+0380-ZCSBI,Male,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.0,198.7,0
+7145-FEJWU,Female,0,No,Yes,12.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.3,1275.65,0
+6463-MVYRY,Female,1,No,No,57.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),69.85,4003.0,0
+3969-JQABI,Female,0,Yes,No,58.0,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),65.25,3791.6,0
+9624-EGDEQ,Female,0,No,No,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.8,813.3,0
+1051-EQPZR,Female,0,Yes,Yes,44.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,780.25,0
+5849-ASHZJ,Male,0,No,Yes,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,552.9,0
+5780-INQIK,Female,0,No,No,8.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,49.4,408.25,0
+7576-OYWBN,Male,1,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.05,231.8,0
+4526-ZJJTM,Female,1,Yes,No,25.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),88.4,2191.15,0
+8384-FZBJK,Female,0,Yes,Yes,57.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.6,5611.7,0
+3750-RNQKR,Female,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,246.25,0
+0962-CQPWQ,Female,0,Yes,Yes,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,1296.15,0
+3096-YXENJ,Female,0,Yes,No,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.65,7082.85,0
+1265-BCFEO,Female,0,Yes,No,71.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.45,5662.25,0
+5837-LXSDN,Female,0,Yes,Yes,21.0,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),58.85,1215.45,0
+5945-AZYHT,Male,0,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,109.6,7854.15,0
+8325-QRPZR,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,75.15,525.0,0
+6384-VMJHP,Female,0,No,No,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),73.0,5265.2,0
+2262-SLNVK,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.1,70.1,0
+7730-CLDSV,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),98.65,7129.45,0
+1135-HIORI,Female,0,Yes,Yes,64.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.45,7266.95,0
+0164-APGRB,Female,0,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,114.9,8496.7,0
+6481-ESCNL,Female,0,No,No,29.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),100.55,2878.75,0
+1790-NESIO,Female,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.4,261.3,0
+1550-EENBN,Female,0,No,No,31.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,104.35,3205.6,0
+5539-TMZLF,Male,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.75,69.75,0
+4323-SADQS,Male,0,Yes,Yes,7.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,34.5,279.25,0
+4446-BZKHU,Male,0,Yes,No,61.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.55,6281.45,0
+5202-IVJNU,Female,0,No,Yes,39.0,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),30.1,1131.3,0
+5976-JCJRH,Male,0,Yes,No,10.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,738.2,0
+8198-RKSZG,Female,0,Yes,Yes,14.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),80.45,1137.05,0
+0137-OCGAB,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,80.2,80.2,0
+3351-NQLDI,Female,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),94.35,6341.45,0
+9297-EONCV,Female,0,No,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),91.35,6697.2,0
+7593-JNWRU,Male,0,Yes,Yes,6.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.6,260.8,0
+4588-YBNIB,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,19.6,0
+1069-QJOEE,Male,0,Yes,Yes,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.9,505.45,0
+3336-JORSO,Female,1,No,No,33.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.45,3655.45,0
+7799-DSEWS,Male,0,No,No,18.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,68.35,1299.8,0
+8766-PAFNE,Male,0,Yes,No,71.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.1,5564.85,0
+5315-CKEQK,Male,1,Yes,Yes,28.0,Yes,Yes,DSL,No,No,No,No,No,No,One year,Yes,Electronic check,51.0,1381.8,0
+3130-ICDUP,Female,0,No,Yes,2.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),80.55,188.1,0
+0820-FNRNX,Male,0,Yes,Yes,17.0,Yes,Yes,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,66.7,1077.05,0
+0880-FVFWF,Male,0,No,No,56.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,86.4,4922.4,0
+4611-ANLQC,Female,0,Yes,No,60.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Electronic check,50.05,2911.5,0
+4213-HKBJO,Female,0,No,No,33.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.7,826.1,0
+2792-LSHWX,Female,0,No,No,1.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,83.4,83.4,0
+5028-GZLDO,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.7,140.7,0
+0014-BMAQU,Male,0,Yes,No,63.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Two year,Yes,Credit card (automatic),84.65,5377.8,0
+6861-XWTWQ,Male,1,Yes,No,7.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.25,665.45,0
+9018-PCIOK,Female,0,No,No,55.0,Yes,No,DSL,No,Yes,Yes,No,No,Yes,Two year,Yes,Mailed check,64.75,3617.1,0
+4837-QUSFT,Female,0,Yes,No,65.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),100.15,6643.5,0
+6877-TJMBR,Male,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,84.8,84.8,0
+9953-ZMKSM,Male,0,No,No,63.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,1559.3,0
+0907-HQNTS,Female,1,Yes,No,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.0,7987.6,0
+7665-NKLAV,Female,0,Yes,Yes,36.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),40.65,1547.35,0
+6769-DCQLI,Male,0,No,No,52.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.0,5426.85,0
+2433-KMEAS,Male,0,No,No,22.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,54.45,1127.35,0
+4391-LNRXK,Male,0,No,No,22.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),94.95,2142.8,0
+8250-ZNGGW,Female,1,No,No,5.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),59.9,287.85,0
+2195-ZRVAX,Female,0,Yes,No,47.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,85.3,4045.65,0
+3550-SAHFP,Female,0,No,No,33.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.35,2757.85,0
+2011-TRQYE,Male,0,No,No,18.0,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),33.5,600.0,0
+8562-GHPPI,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.8,19.8,0
+5893-PYOLZ,Male,0,No,No,56.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),81.8,4534.45,0
+4986-MXSFP,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.0,40.9,0
+6131-FOYAS,Male,0,No,No,35.0,Yes,Yes,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,59.6,2094.9,0
+3027-YNWZU,Female,0,Yes,No,64.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.0,1584.8,0
+5609-IMCGG,Female,0,No,No,15.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.35,1302.65,0
+4873-ILOLJ,Male,0,No,No,24.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.35,2238.5,0
+4727-MCYZG,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,55.55,55.55,0
+9481-WHGWY,Female,0,Yes,Yes,70.0,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),75.35,5437.75,0
+2725-KXXWT,Male,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.75,90.75,0
+9565-DJPIB,Female,0,No,Yes,4.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Mailed check,89.6,365.65,0
+4328-VUFWD,Female,0,No,No,39.0,Yes,No,DSL,No,No,No,Yes,No,Yes,One year,No,Electronic check,59.3,2209.15,0
+3301-LSLWQ,Female,0,No,No,29.0,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,66.1,1912.15,0
+7473-ZBDSN,Female,0,Yes,Yes,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,18.8,255.55,0
+3166-PNEOF,Female,0,No,No,61.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.45,5175.3,0
+5639-NTUPK,Male,0,No,Yes,13.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),52.1,670.65,0
+8780-YRMTT,Female,0,No,No,66.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Mailed check,47.4,3177.25,0
+8348-HFYIV,Male,0,No,No,2.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.25,90.35,0
+5140-FOMCQ,Female,0,Yes,No,59.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),109.15,6557.75,0
+6242-SGYTS,Male,0,Yes,Yes,62.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),94.95,5791.85,0
+8166-ORCHU,Male,1,Yes,No,33.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,Yes,Electronic check,93.55,3055.5,0
+8414-OOEEL,Male,0,No,Yes,66.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.5,5196.1,0
+8454-AATJP,Female,0,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.05,8405.0,0
+6849-WLEYG,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,0
+4659-NZRUF,Female,0,No,No,19.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,95.15,1789.25,0
+4531-AUZNK,Female,0,Yes,Yes,51.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,One year,Yes,Mailed check,95.15,5000.05,0
+4191-XOVOM,Male,0,No,No,63.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,105.4,6713.2,0
+2150-OEGBV,Male,0,No,No,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.1,562.6,0
+8429-XIBUM,Male,0,No,No,22.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.35,2317.1,0
+1855-CFULU,Female,1,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,91.45,0
+4878-BUNFV,Male,0,Yes,Yes,42.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.7,828.85,0
+1872-EBWSC,Female,0,No,No,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,617.35,0
+2608-BHKFN,Female,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),70.05,266.9,0
+7026-YMSBE,Male,0,No,No,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,625.05,0
+7341-LXCAF,Male,0,Yes,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.65,301.4,0
+6997-UVGOX,Male,0,Yes,Yes,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.45,6029.9,0
+9674-EHPPG,Male,0,Yes,No,46.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),40.4,1842.7,0
+9462-MJUAW,Male,0,No,No,4.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.4,206.6,0
+8128-YVJRG,Female,0,No,No,7.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,79.65,604.7,0
+5440-VHLUL,Male,0,No,No,69.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,7386.05,0
+5781-BKHOP,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,No,Bank transfer (automatic),100.65,7334.05,0
+4283-FUTGF,Male,1,No,No,19.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.85,1471.75,0
+5213-TWWJU,Male,0,No,No,28.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,No,Electronic check,91.0,2626.15,0
+1569-TTNYJ,Male,0,Yes,No,5.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,78.75,412.1,0
+8628-MFKAX,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.75,8277.05,0
+2397-BRLOM,Male,1,Yes,Yes,8.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),80.45,583.45,0
+7629-WIXZF,Female,0,No,No,7.0,Yes,No,DSL,Yes,No,No,No,No,Yes,One year,Yes,Electronic check,59.1,369.25,0
+5445-GLVOT,Female,0,No,No,22.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.8,1049.05,0
+3976-HXHCE,Male,0,No,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.3,1414.8,0
+2466-NEJOJ,Male,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.65,169.75,0
+0254-KCJGT,Male,0,Yes,No,52.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),81.4,4354.45,0
+5472-CVMDX,Female,0,No,No,68.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,38.9,2719.2,0
+6461-SZMCV,Female,0,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),87.95,6365.35,0
+8150-QUDFX,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,51.6,0
+9508-ILZDG,Female,1,No,No,34.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,96.35,3190.25,0
+2346-DJQTB,Female,0,No,No,35.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.15,812.5,0
+1697-LYYYX,Female,0,Yes,Yes,61.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.1,1143.8,0
+1942-OQFRW,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.0,44.0,0
+4749-VFKVB,Female,0,No,No,1.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.1,50.1,0
+9640-ZSLDC,Female,0,Yes,Yes,53.0,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,No,Credit card (automatic),60.6,3297.0,0
+4231-LZUYM,Female,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.65,1887.0,0
+7598-UAASY,Male,0,Yes,No,2.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.4,151.8,0
+7938-OUHIO,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,293.65,0
+8510-AWCXC,Female,1,No,No,13.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,1308.1,0
+6128-AQBMT,Male,1,Yes,No,41.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,53.95,2215.4,0
+3594-BDSOA,Female,0,Yes,No,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.4,482.8,0
+0431-APWVY,Female,0,Yes,Yes,28.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),90.1,2598.95,0
+5133-VRSAB,Male,0,No,No,8.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.35,216.45,0
+5996-DAOQL,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,20.45,0
+6838-YAUVY,Female,0,No,No,54.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),95.1,5064.85,0
+0484-JPBRU,Male,0,No,No,41.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.25,996.45,0
+7883-ROJOC,Female,0,Yes,No,19.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.9,839.65,0
+0244-LGNFY,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),92.65,6733.0,0
+7274-CGTOD,Male,0,No,No,62.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),43.7,2618.3,0
+4295-YURET,Female,1,Yes,Yes,56.0,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),72.6,4084.35,0
+3426-NIYYL,Male,0,No,No,15.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,51.55,765.5,0
+8225-BTJAU,Male,1,No,No,10.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.25,793.55,0
+4635-EJYPD,Male,0,Yes,Yes,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,18.95,613.95,0
+1866-ZSLJM,Male,0,No,No,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.5,402.85,0
+4636-TVXVG,Male,0,Yes,Yes,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.95,1244.8,0
+4236-UJPWO,Female,0,No,No,2.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.5,46.4,0
+9392-XBGTD,Male,0,No,Yes,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.6,581.85,0
+3387-VATUS,Male,0,No,No,5.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.85,462.8,0
+6402-SSEJG,Female,0,No,No,25.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,61.05,1540.2,0
+1143-NMNQJ,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.7,169.8,0
+1169-SAOCL,Male,0,No,No,49.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),106.65,5168.1,0
+1110-KYLGQ,Female,0,No,No,63.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),108.25,6780.1,0
+9929-PLVPA,Female,0,No,Yes,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.4,94.5,0
+3518-PZXZQ,Female,0,Yes,No,1.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,55.3,55.3,0
+2371-JUNGC,Male,0,No,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,208.0,0
+7693-QPEFS,Male,1,No,No,52.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),72.95,3829.75,0
+0924-BJCRC,Female,1,Yes,No,60.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,89.45,5294.6,0
+5074-FBGHB,Male,0,No,No,64.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.65,6889.8,0
+2351-BKRZW,Female,0,Yes,Yes,43.0,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),75.2,3254.35,0
+4455-BFSPD,Female,0,Yes,No,61.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),101.15,6383.9,0
+0415-MOSGF,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.4,44.4,0
+1724-BQUHA,Male,1,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,477.7,0
+3948-KXDUF,Male,0,No,No,66.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),68.75,4447.55,0
+2323-ARSVR,Male,0,Yes,No,67.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,111.05,7321.05,0
+0815-MFZGM,Female,0,Yes,No,42.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),99.0,4135.0,0
+4826-XTSOH,Male,1,Yes,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.05,86.05,0
+5480-XTFFL,Female,0,Yes,Yes,31.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.0,697.7,0
+8295-FHIVV,Male,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,168.65,0
+2495-INZWQ,Male,0,No,No,4.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.55,174.3,0
+9086-YJYXS,Male,0,Yes,Yes,34.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),77.2,2753.8,0
+1179-INLAT,Male,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.45,69.25,0
+7909-FIOIY,Female,0,Yes,Yes,19.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.85,434.8,0
+4139-SUGLD,Male,0,Yes,Yes,31.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),35.4,1077.5,0
+6857-VWJDT,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,95.65,95.65,0
+6351-SCJKT,Male,0,No,No,3.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,41.35,107.25,0
+5468-BPMMO,Male,0,Yes,No,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.6,851.2,0
+5624-BQSSA,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.95,20.95,0
+0197-PNKNK,Female,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,One year,No,Bank transfer (automatic),84.45,5848.6,0
+2439-QKJUL,Male,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,109.8,0
+1194-SPVSP,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.65,19.65,0
+9534-NSXEM,Male,0,No,No,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.65,595.5,0
+2408-WITXK,Female,1,No,No,10.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,34.7,329.8,0
+8929-KSWIH,Male,0,No,No,25.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),99.3,2513.5,0
+2250-IVBWA,Male,0,Yes,Yes,64.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,81.05,5135.35,0
+1810-MVMAI,Male,0,Yes,Yes,30.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,67.6,2000.2,0
+9506-UXUSK,Male,0,No,No,13.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,931.75,0
+1229-RCALF,Female,0,Yes,No,64.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,115.0,7396.15,0
+3572-UOLYZ,Female,0,No,Yes,46.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),84.8,3958.85,0
+1429-UYJSV,Female,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,260.9,0
+5577-OTWWW,Female,0,No,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.75,297.3,0
+6100-QQHEB,Male,0,Yes,Yes,17.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.55,1515.1,0
+6366-XIVKZ,Female,0,Yes,Yes,13.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,63.15,816.8,0
+3470-OBUET,Female,0,Yes,Yes,67.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),74.0,4868.4,0
+2770-NSVDG,Male,0,Yes,No,24.0,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,29.1,688.0,0
+9375-MHRRS,Male,0,No,No,6.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,50.05,288.35,0
+2634-HCZGT,Male,1,Yes,No,53.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Electronic check,60.05,3229.65,0
+7503-QQRVF,Male,1,Yes,No,16.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.3,1178.25,0
+4860-YZGZM,Male,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.0,185.4,0
+6599-GZWCM,Female,0,No,No,13.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Mailed check,74.65,966.25,0
+2691-NZETQ,Male,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.35,758.6,0
+4404-HIBDJ,Female,0,No,No,25.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Mailed check,74.3,1863.8,0
+5533-NHFRF,Male,1,No,No,7.0,No,No phone service,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,44.4,265.8,0
+7037-MTYVW,Male,0,Yes,Yes,38.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.4,3297.0,0
+4760-THGOT,Female,0,Yes,No,43.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,94.1,4107.3,0
+7295-JOMMD,Female,0,No,Yes,4.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.1,396.3,0
+4016-BJKTZ,Female,0,No,No,25.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,108.9,2809.05,0
+6584-VQMYT,Male,0,No,Yes,27.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,56.2,1567.55,0
+9838-BFCQT,Male,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.1,1851.45,0
+2790-XUYMV,Male,0,No,Yes,71.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),85.45,6028.95,0
+0581-MDMPW,Female,0,No,No,24.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),88.95,2072.75,0
+5013-SBUIH,Female,0,No,No,50.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,109.65,5551.15,0
+1023-BQXZE,Male,0,No,No,57.0,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.35,4317.35,0
+9163-GHAYE,Female,0,No,No,15.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,48.85,736.8,0
+3904-UKFRE,Male,0,No,No,4.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.1,336.15,0
+5353-WILCI,Female,0,No,No,28.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,56.05,1522.65,0
+0709-TVGUR,Female,1,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.55,622.9,0
+0058-EVZWM,Female,0,Yes,No,55.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.8,4959.6,0
+6023-YEBUP,Male,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.95,329.95,0
+7209-JCUDS,Male,0,No,No,10.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.9,1048.85,0
+7009-PCARS,Male,0,No,Yes,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.1,1001.5,0
+0519-DRGTI,Female,0,Yes,Yes,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,442.6,0
+1017-FBQMM,Female,0,Yes,Yes,62.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),106.05,6703.5,0
+3001-CBHLQ,Male,1,Yes,No,32.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.9,3351.55,0
+1985-MBRYP,Female,0,No,No,43.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.65,779.25,0
+6158-DWPZT,Male,0,Yes,No,9.0,No,No phone service,DSL,No,No,No,No,No,No,One year,No,Bank transfer (automatic),24.1,259.8,0
+9372-TXXPS,Female,0,Yes,No,60.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),59.85,3483.45,0
+3259-QMXUN,Male,0,Yes,No,58.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,86.1,4890.5,0
+1015-JPFYW,Male,0,No,Yes,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.45,136.75,0
+6645-MXQJT,Male,0,Yes,Yes,2.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,97.1,184.15,0
+4360-QRAVE,Male,1,No,No,37.0,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,36.65,1315.0,0
+8433-WPJTV,Female,1,Yes,Yes,65.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.9,6767.1,0
+5804-JMYIO,Female,0,Yes,Yes,39.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,757.95,0
+3763-GCZHZ,Male,0,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,104.05,6890.0,0
+6484-LATFU,Male,0,No,No,68.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.55,1657.4,0
+7599-NTMDP,Female,0,Yes,Yes,62.0,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),48.7,3008.55,0
+0772-GYEQQ,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,88.35,262.05,0
+0536-ACXIP,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,109.55,8165.1,0
+0936-NQLJU,Female,0,Yes,No,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.65,875.55,0
+4831-EOBFE,Male,0,Yes,Yes,29.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),94.65,2649.15,0
+1575-KRZZE,Female,0,No,No,4.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.2,220.65,0
+3251-YMVWZ,Male,0,No,No,53.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.05,1301.9,0
+4102-OQUPX,Male,1,Yes,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,74.4,0
+9170-GYZJC,Female,0,Yes,Yes,41.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),79.9,3326.2,0
+4884-LEVMQ,Male,0,Yes,No,39.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.45,790.0,0
+8857-CUPFQ,Male,0,Yes,No,63.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.25,1237.65,0
+7610-TVOPG,Male,0,No,No,15.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,26.35,378.6,0
+3638-DIMPH,Female,0,Yes,No,13.0,Yes,No,DSL,No,No,No,No,No,No,One year,No,Electronic check,43.8,592.65,0
+1845-ZLLIG,Male,0,No,No,1.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,50.15,0
+8559-WNQZS,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,20.45,0
+3999-QGRJH,Male,1,No,No,8.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,560.85,0
+1699-UOTXU,Male,0,No,No,60.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Electronic check,61.4,3638.25,0
+2454-RPBRZ,Female,1,Yes,No,12.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,98.1,1060.2,0
+0635-WKOLD,Male,0,Yes,No,40.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),70.75,2921.75,0
+5993-JSUWV,Female,0,No,No,66.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),61.15,4017.45,0
+4518-FZBSX,Male,0,Yes,Yes,42.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,854.9,0
+5387-ASZNZ,Female,1,No,No,66.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),63.85,4174.35,0
+6988-CJEYV,Male,0,No,No,49.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,98.7,4920.55,0
+2002-MZHWP,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,0
+3097-FQTVJ,Female,0,No,No,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.0,810.3,0
+5465-BUBFA,Female,0,Yes,Yes,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.3,772.4,0
+7299-GNVPL,Female,0,Yes,Yes,23.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,84.4,1936.85,0
+9743-DQKQW,Male,0,No,No,3.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.1,79.8,0
+1215-VFYVK,Female,0,No,No,4.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,No,Mailed check,48.25,202.25,0
+9371-BITHB,Female,0,Yes,Yes,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,1070.5,0
+2265-CYWIV,Female,1,Yes,No,4.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.6,347.65,0
+9093-FPDLG,Female,0,No,No,11.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,94.2,999.9,0
+0541-FITGH,Female,0,Yes,No,2.0,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,62.15,113.1,0
+6985-HAYWX,Female,0,Yes,No,26.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),79.3,2015.8,0
+7508-KBIMB,Male,0,Yes,Yes,24.0,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),56.25,1454.25,0
+6838-HVLXG,Female,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,246.7,0
+2277-DJJDL,Male,1,Yes,No,60.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.0,6017.9,0
+1897-OKVMW,Female,0,Yes,Yes,64.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,90.6,5817.45,0
+5485-ITNPC,Male,0,Yes,No,66.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.9,5595.3,0
+0233-FTHAV,Female,0,No,No,60.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,One year,Yes,Bank transfer (automatic),79.2,4765.0,0
+4644-PIZRT,Male,0,Yes,Yes,17.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),70.35,1201.65,0
+8922-NPKBJ,Male,0,Yes,Yes,42.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,867.3,0
+2740-TVLFN,Male,0,No,No,1.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.15,50.15,0
+7771-CFQRQ,Female,0,Yes,Yes,47.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),63.8,3007.25,0
+9512-PHSMG,Female,0,Yes,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,252.75,0
+6963-EZQEE,Male,1,Yes,No,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.55,6306.5,0
+2452-KDRRH,Male,1,No,No,67.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),101.4,6841.05,0
+2004-OCQXK,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.95,81.95,0
+5027-QPKTE,Male,0,Yes,No,7.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,451.1,0
+4146-SVFUD,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.6,44.6,0
+1564-HJUVY,Male,0,No,No,4.0,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),63.75,226.2,0
+3617-XLSGQ,Female,0,Yes,Yes,66.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),109.25,7082.5,0
+7517-LDMPS,Female,0,No,No,12.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.6,1017.35,0
+7244-KXYZN,Female,0,No,No,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.45,527.35,0
+5226-NOZFC,Male,0,No,No,26.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.75,2146.5,0
+2672-HUYVI,Female,0,No,No,6.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.1,455.3,0
+1400-WIVLL,Male,0,Yes,No,57.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,107.95,5969.85,0
+7508-MYBOG,Male,0,Yes,No,14.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.1,1235.55,0
+8148-NLEGT,Female,0,Yes,Yes,42.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,22.95,1014.25,0
+0148-DCDOS,Male,0,No,No,25.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.7,2362.1,0
+8347-GDTMP,Female,0,Yes,No,64.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,1225.65,0
+9992-RRAMN,Male,0,Yes,No,22.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.1,1873.7,0
+6746-WAUWT,Male,0,No,No,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),19.7,386.5,0
+0310-MVLET,Female,0,Yes,Yes,61.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.15,6010.05,0
+0428-IKYCP,Male,0,Yes,No,22.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),87.0,1850.65,0
+4550-VBOFE,Male,1,Yes,No,70.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.95,7101.5,0
+2187-PKZAY,Male,0,No,No,12.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),79.95,1043.4,0
+4003-OCTMP,Female,0,Yes,No,31.0,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Electronic check,64.0,1910.75,0
+6652-YFFJO,Female,0,No,No,11.0,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,64.9,716.1,0
+7225-IILWY,Male,0,Yes,Yes,68.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,1686.15,0
+5248-RPYWW,Female,1,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),90.15,6716.45,0
+7923-IYJWY,Male,1,No,No,67.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.1,7839.85,0
+3170-GWYKC,Female,0,No,No,60.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.95,6236.75,0
+5696-QURRL,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.05,45.05,0
+7409-KIUTL,Female,1,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.0,71.0,0
+9830-ECLEN,Male,0,Yes,Yes,58.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Mailed check,50.0,2919.85,0
+1732-VHUBQ,Female,1,Yes,Yes,47.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.55,3309.25,0
+0495-RVCBF,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.7,79.7,0
+2668-TZSPS,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,20.45,0
+7854-EDSSA,Male,0,No,No,22.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,59.0,1254.7,0
+8869-TORSS,Female,0,No,No,48.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),60.35,2896.4,0
+7446-SFAOA,Female,0,Yes,No,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,717.5,0
+9522-ZSINC,Male,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.95,253.8,0
+8234-GSZYK,Male,0,No,No,43.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.45,1110.05,0
+6505-OZNPG,Female,0,No,No,6.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,63.4,348.8,0
+6164-HAQTX,Male,0,No,No,71.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),53.95,3888.65,0
+0679-IDSTG,Female,1,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.25,69.25,0
+7765-LWVVH,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Two year,Yes,Electronic check,95.1,6843.15,0
+1658-TJVOA,Female,1,No,No,6.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.1,450.9,0
+0953-LGOVU,Male,0,Yes,Yes,12.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,35.5,432.25,0
+2115-BFTIW,Male,0,No,No,25.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.95,1767.35,0
+4692-NNQRU,Female,0,Yes,No,21.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,One year,No,Electronic check,79.2,1742.45,0
+7742-MYPGI,Female,0,Yes,Yes,6.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,48.8,297.35,0
+0611-DFXKO,Male,0,Yes,No,20.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,89.0,1820.45,0
+7780-OTDSO,Male,0,Yes,No,18.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.4,1742.95,0
+9619-GSATL,Female,0,No,No,43.0,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,No,Electronic check,55.45,2444.25,0
+5622-UEJFI,Female,0,Yes,Yes,35.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.4,949.8,0
+9747-DDZOS,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),73.5,73.5,0
+0674-DGMAQ,Male,1,Yes,No,32.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,93.5,2970.8,0
+6203-HBZPA,Male,0,No,No,52.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),63.9,3334.95,0
+0484-FFVBJ,Male,0,No,No,32.0,Yes,No,DSL,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),64.85,2010.95,0
+0301-FIDRB,Female,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),63.8,4684.3,0
+4139-JPIAM,Male,0,No,No,51.0,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),44.45,2181.55,0
+2181-TIDSV,Male,0,Yes,Yes,68.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.95,1303.25,0
+2761-XECQW,Male,1,Yes,No,8.0,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,43.35,371.4,0
+1936-CZAKF,Male,0,Yes,No,49.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Two year,No,Credit card (automatic),49.65,2409.9,0
+9453-PATOS,Female,0,Yes,No,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,85.1,6155.4,0
+0564-JJHGS,Male,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.5,829.1,0
+3348-CFRNX,Female,0,Yes,No,28.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,92.35,2602.9,0
+4402-FTBXC,Male,0,No,No,54.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,89.8,4667.0,0
+1428-GTBJJ,Male,0,No,No,11.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.55,824.75,0
+2931-XIQBR,Female,0,Yes,Yes,50.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,103.05,5153.5,0
+0106-UGRDO,Female,0,Yes,No,69.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,116.0,8182.85,0
+5542-TBBWB,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,0
+1930-QPBVZ,Male,0,Yes,Yes,68.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),95.1,6683.4,0
+2606-PKWJB,Male,0,No,Yes,40.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,40.25,1564.05,0
+5322-ZSMZY,Male,0,Yes,Yes,31.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,755.6,0
+8059-UDZFY,Female,1,No,Yes,33.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,3465.05,0
+7740-BTPUX,Male,1,Yes,No,55.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,113.6,6292.7,0
+5220-AGAAX,Male,0,Yes,Yes,68.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.0,1664.3,0
+0208-BPQEJ,Female,0,Yes,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,198.1,0
+9435-JMLSX,Male,0,Yes,No,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.1,6045.9,0
+3352-ALMCK,Male,0,No,No,40.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,102.65,4108.15,0
+5312-IRCFR,Female,0,Yes,Yes,64.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,92.85,5980.75,0
+5294-IMHHT,Male,0,Yes,No,53.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,One year,No,Bank transfer (automatic),97.75,5043.2,0
+8802-UNOJF,Male,1,No,No,12.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,83.8,1029.75,0
+6313-GIDIT,Male,1,No,No,53.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,54.45,2854.55,0
+6176-YJWAS,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),97.95,7114.25,0
+5310-NOOVA,Male,0,No,No,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.95,907.05,0
+4526-EXKKN,Male,0,No,No,40.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.6,973.95,0
+5311-IHLEI,Male,0,No,No,12.0,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),50.95,605.75,0
+3987-KQDDU,Male,0,No,No,9.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75.6,661.55,0
+3404-JNXAX,Female,0,Yes,Yes,51.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.75,4116.9,0
+5131-PONJI,Male,0,Yes,Yes,49.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.4,4494.65,0
+2845-AFFTX,Male,1,Yes,No,41.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,4259.3,0
+3489-VSFRD,Female,0,No,No,56.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),60.25,3282.75,0
+3345-JHUEO,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.2,55.7,0
+5815-HGGHV,Male,0,Yes,No,20.0,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Mailed check,64.15,1274.45,0
+5260-UMPWX,Female,0,Yes,Yes,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.25,493.95,0
+2249-YPRNG,Female,0,Yes,Yes,20.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.85,2239.65,0
+7410-YTJIK,Female,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,75.45,480.75,0
+4626-GYCZP,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,635.6,0
+5649-RXQTV,Male,0,No,No,51.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.0,5038.15,0
+2674-MIAHT,Female,0,No,No,4.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,80.3,324.2,0
+2576-HXMPA,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.55,19.55,0
+7587-AOVVU,Male,0,Yes,Yes,27.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,No,Electronic check,100.75,2793.55,0
+5590-BYNII,Male,0,No,No,22.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.75,2095.0,0
+6898-MDLZW,Male,0,No,No,12.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,53.75,648.65,0
+3237-AJGEH,Female,0,Yes,Yes,3.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,31.0,95.05,0
+4707-YNOQA,Female,0,Yes,Yes,34.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),25.6,917.15,0
+9357-UJRUN,Male,0,Yes,No,24.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Electronic check,58.35,1346.9,0
+1591-NFNLQ,Male,0,No,No,51.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),80.0,4242.35,0
+8648-PFRMP,Female,1,No,No,14.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,46.35,672.7,0
+7663-CUXZB,Male,0,Yes,No,59.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,113.75,6561.25,0
+0258-NOKBL,Male,0,No,No,3.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Electronic check,90.4,268.45,0
+1163-VIPRI,Female,0,Yes,Yes,65.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,109.3,7337.55,0
+2815-CPTUL,Male,1,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.25,331.9,0
+9348-ROUAI,Female,0,Yes,Yes,59.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.3,5194.05,0
+9443-JUBUO,Male,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),65.25,4478.85,0
+0596-BQCEQ,Female,0,Yes,Yes,62.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.15,6283.3,0
+1481-ZUWZA,Male,0,No,No,28.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.5,2659.4,0
+3043-TYBNO,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,60.65,196.9,0
+4830-FAXFM,Male,0,No,Yes,19.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),24.1,439.2,0
+5906-BFOZT,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.5,19.5,0
+2960-NKRSO,Male,0,No,No,24.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,85.95,2107.15,0
+8996-ZROXE,Male,1,No,No,57.0,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,Yes,Electronic check,53.5,3035.8,0
+5598-IKHQQ,Female,0,No,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.45,1866.45,0
+0397-ZXWQF,Male,0,No,No,67.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.5,1430.95,0
+5266-PFRQK,Male,0,Yes,Yes,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.85,1071.6,0
+4674-HGNUA,Male,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.9,6457.15,0
+6765-MBQNU,Female,0,Yes,No,26.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,26.0,684.05,0
+9786-IJYDL,Female,0,No,No,35.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,113.2,3914.05,0
+1303-SRDOK,Female,0,Yes,Yes,55.0,Yes,No,Fiber optic,No,No,No,No,No,No,Two year,Yes,Credit card (automatic),69.05,3842.6,0
+3769-MHZNV,Female,0,Yes,Yes,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,670.35,0
+6295-OSINB,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,109.65,7880.25,0
+3308-MHOOC,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.2,19.2,0
+2309-OSFEU,Male,0,No,No,10.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,33.9,298.45,0
+2207-QPJED,Female,1,Yes,No,37.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,90.0,3371.75,0
+4177-JPDFU,Male,0,No,No,12.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,34.0,442.45,0
+2239-CFOUJ,Male,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.4,20.4,0
+8046-DNVTL,Male,0,Yes,No,62.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),38.6,2345.55,0
+2209-XADXF,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),25.25,25.25,0
+6620-JDYNW,Female,0,No,No,18.0,Yes,Yes,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,60.6,1156.35,0
+1891-FZYSA,Male,1,Yes,No,69.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.95,6143.15,0
+4770-UEZOX,Male,0,No,No,2.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.75,144.8,0
+1038-RQOST,Male,0,Yes,Yes,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,414.95,0
+7613-LLQFO,Male,0,No,No,12.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.45,1059.55,0
+4568-TTZRT,Male,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,181.8,0
+9513-DXHDA,Male,0,No,No,27.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,81.7,2212.55,0
+2640-PMGFL,Male,0,No,Yes,27.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,79.5,2180.55,0
+3801-HMYNL,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,89.15,89.15,0
+0516-QREYC,Female,1,No,No,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,459.95,0
+9685-WKZGT,Male,1,No,No,14.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,1036.75,0
+6022-UGGSO,Female,1,No,No,32.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,2276.95,0
+8084-OIVBS,Female,0,No,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.0,211.95,0
+8896-BQTTI,Male,0,No,No,1.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.0,25.0,0
+3865-QBWSJ,Male,1,No,Yes,38.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,80.45,3162.65,0
+3352-RICWQ,Female,0,Yes,Yes,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,210.65,0
+2160-GPFXD,Male,0,Yes,Yes,54.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),65.65,3566.7,0
+2065-MMKGR,Female,0,No,No,29.0,Yes,Yes,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),71.0,2080.1,0
+5857-TYBCJ,Male,1,Yes,No,44.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,4040.2,0
+1498-NHTLT,Male,0,Yes,Yes,59.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,86.75,5186.0,0
+4484-CGXFK,Female,0,No,No,3.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.3,196.15,0
+1402-PTHGN,Female,0,Yes,Yes,18.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,61.5,1087.45,0
+4176-RELJR,Male,1,No,No,67.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.1,1672.15,0
+6214-EDAKZ,Female,0,Yes,Yes,22.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,55.15,1206.05,0
+5199-FPUSP,Male,0,No,Yes,33.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),34.05,1113.95,0
+6377-KSLXC,Male,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,107.05,0
+1796-JANOW,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,38.15,0
+0238-WHBIQ,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.7,6339.3,0
+8735-NBLWT,Male,0,No,Yes,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,184.1,0
+6651-RLGGM,Male,0,Yes,Yes,67.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.3,1688.9,0
+6127-ISGTU,Female,0,Yes,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.95,1378.25,0
+1614-JBEBI,Female,0,No,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.7,137.6,0
+8740-XLHDR,Male,0,No,No,5.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,43.25,219.0,0
+1208-DNHLN,Male,0,Yes,Yes,23.0,Yes,Yes,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),48.35,1067.15,0
+1761-AEZZR,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.55,79.55,0
+3923-CSIHK,Female,1,Yes,No,50.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.05,3444.85,0
+5696-EXCYS,Male,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,369.05,0
+5795-KTGUD,Female,0,Yes,No,68.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.8,7553.6,0
+7120-RFMVS,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.5,84.5,0
+7924-GJZFI,Female,1,Yes,No,25.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.3,1813.1,0
+4702-HDRKD,Male,0,No,No,67.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),49.35,3321.35,0
+8512-WIWYV,Male,0,No,No,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.35,707.5,0
+5897-ZYEKH,Female,1,Yes,No,67.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,105.6,7112.15,0
+5456-ITGIC,Male,1,Yes,No,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.45,4641.1,0
+7317-GGVPB,Male,0,Yes,No,71.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.6,7690.9,0
+1406-PUQVY,Male,0,No,Yes,1.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.9,49.9,0
+1322-AGOQM,Male,0,No,No,46.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),30.3,1380.1,0
+3677-IYRBF,Female,1,No,No,2.0,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,30.4,78.65,0
+5692-FPTAH,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.4,45.4,0
+9114-AAFQH,Female,0,Yes,No,48.0,Yes,No,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,65.65,3094.65,0
+8715-KKTFG,Female,0,Yes,No,61.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.3,6518.35,0
+1550-LOAHA,Female,0,Yes,No,32.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),84.15,2585.95,0
+1728-BQDMA,Female,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.45,82.7,0
+0268-QKIWO,Female,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,58.85,0
+0876-WDUUZ,Female,0,No,No,5.0,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),85.4,425.9,0
+5117-ZSMHQ,Female,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),89.9,6342.7,0
+5151-HQRDG,Male,0,Yes,No,37.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,55.05,2030.75,0
+0960-HUWBM,Male,0,Yes,Yes,65.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.1,6700.05,0
+6465-GSRCL,Female,0,No,Yes,67.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),106.6,7244.7,0
+0617-FHSGK,Male,0,No,Yes,49.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),75.2,3678.3,0
+0263-FJTQO,Male,0,Yes,Yes,50.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),70.5,3486.65,0
+7319-ZNRTR,Male,0,Yes,Yes,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.6,411.15,0
+2858-MOFSQ,Female,0,No,Yes,17.0,Yes,Yes,DSL,No,No,Yes,No,No,No,One year,Yes,Mailed check,55.85,937.5,0
+7503-EPSZW,Female,0,Yes,Yes,64.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.05,1559.15,0
+7089-XXAYG,Male,0,Yes,No,25.0,No,No phone service,DSL,No,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),38.1,970.4,0
+8118-LSUEL,Male,1,No,No,23.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.4,2483.5,0
+8070-AAWZP,Male,1,Yes,No,24.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,34.25,828.2,0
+1666-JXLKU,Female,0,No,No,37.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,3810.55,0
+7855-DIWPO,Female,0,No,No,21.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.65,1493.2,0
+5133-POWUA,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.8,45.8,0
+5652-MSDEY,Female,0,No,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.75,777.3,0
+7005-CCBKV,Male,0,No,No,6.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.4,556.35,0
+1810-BOHSY,Male,0,Yes,No,51.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),96.4,4911.05,0
+1784-BXEFA,Female,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,187.35,0
+7351-MHQVU,Female,0,No,No,6.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),50.95,307.6,0
+9224-VTYID,Male,0,Yes,Yes,47.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,90.5,4318.35,0
+9500-IWPXQ,Female,0,Yes,Yes,61.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Electronic check,79.4,4820.55,0
+5762-TJXGK,Female,0,No,No,52.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),58.75,3038.55,0
+4504-YOULA,Female,0,Yes,Yes,35.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),59.45,2136.9,0
+5569-IDSEY,Male,0,Yes,No,71.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.7,7472.15,0
+4250-FDVOU,Female,0,No,No,6.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,56.25,389.1,0
+7284-ZZLOH,Male,0,Yes,No,45.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Two year,No,Credit card (automatic),53.3,2296.25,0
+5277-ZLOOR,Female,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.55,187.45,0
+2141-RRYGO,Female,0,No,No,4.0,Yes,No,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),68.65,261.25,0
+1777-JYQPJ,Male,0,No,No,2.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.3,38.45,0
+6376-GAHQE,Male,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,77.85,299.2,0
+3401-URHDA,Male,0,No,No,51.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),59.9,3043.6,0
+1599-EAHXY,Male,0,Yes,Yes,60.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),23.95,1506.4,0
+8631-XVRZL,Male,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.15,163.7,0
+5052-PNLOS,Male,0,No,No,3.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,323.25,0
+3853-LYGAM,Male,0,No,No,17.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.65,1640.0,0
+6979-ZNSFF,Female,0,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,87.05,762.1,0
+5751-USDBL,Male,0,Yes,Yes,46.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,81.0,3846.35,0
+5680-LQOGP,Female,0,No,No,68.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),82.45,5646.6,0
+2386-LAHRK,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,53.5,53.5,0
+8189-DUKMV,Female,0,Yes,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,79.05,0
+6032-IGALN,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.1,25.1,0
+9931-DCEZH,Male,0,No,Yes,28.0,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),54.4,1516.6,0
+1898-JSNDC,Female,0,No,No,39.0,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),58.6,2224.5,0
+0315-LVCRK,Male,0,No,No,11.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,84.8,888.75,0
+3911-RSNHI,Female,0,Yes,No,71.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),61.4,4310.35,0
+2410-CIYFZ,Male,0,No,Yes,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,42.9,0
+4248-HCETZ,Male,1,Yes,No,30.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.65,2365.15,0
+5505-OVWQW,Female,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.15,353.65,0
+7271-AJDTL,Female,0,Yes,No,55.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),94.45,5073.1,0
+1867-TJHTS,Female,0,No,No,58.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.8,4526.85,0
+0516-WJVXC,Female,0,No,No,5.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.2,308.25,0
+9174-FKWZE,Female,1,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.45,19.45,0
+6860-YRJZP,Male,1,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.05,678.45,0
+4429-WYGFR,Male,0,No,No,26.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),49.15,1237.3,0
+2817-LVCPP,Female,0,No,No,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1023.95,0
+5038-ETMLM,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),113.65,8182.75,0
+5056-FIMPT,Female,0,No,Yes,43.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),106.0,4532.3,0
+4521-WFJAI,Male,0,No,No,56.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.95,1444.05,0
+6569-KTMDU,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.1,19.1,0
+8809-RIHDD,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,103.4,7372.65,0
+8809-XKHMD,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),100.55,7325.1,0
+0396-YCHWO,Male,0,Yes,No,36.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.4,3474.2,0
+0867-LDTTC,Male,0,No,No,5.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),75.15,392.65,0
+4822-NGOCH,Female,0,No,No,13.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.45,1058.6,0
+9391-DXGGG,Female,1,No,No,44.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),89.15,3990.75,0
+9844-FELAJ,Female,1,Yes,Yes,70.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,107.9,7475.85,0
+2122-SZZZD,Male,0,No,No,44.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.5,835.5,0
+5307-DZCVC,Female,1,Yes,No,32.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.95,2628.6,0
+3148-AOIQT,Female,0,Yes,No,69.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.95,1718.35,0
+8679-JOEVF,Female,1,No,No,16.0,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,59.4,1023.9,0
+8395-ETZKQ,Male,1,Yes,Yes,68.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.5,1193.55,0
+6692-YQHXC,Male,0,No,No,16.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.95,1205.5,0
+3889-VWBID,Male,0,Yes,Yes,68.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),82.85,5776.45,0
+5222-JCXZT,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.0,78.9,0
+9754-CLVZW,Female,0,Yes,Yes,26.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),38.85,1025.15,0
+1432-FPAXX,Female,0,No,No,29.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.6,856.35,0
+2739-CCZMB,Male,0,No,Yes,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,122.0,0
+7080-TNUWP,Male,0,Yes,No,70.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),95.0,6602.9,0
+0496-AHOOK,Male,0,Yes,No,24.0,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),74.4,1712.9,0
+8336-TAVKX,Female,1,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),78.45,5682.25,0
+2468-SJFLM,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,74.3,74.3,0
+3181-VTHOE,Male,0,Yes,No,70.0,No,No phone service,DSL,No,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),51.05,3635.15,0
+7168-HDQHG,Female,0,Yes,Yes,36.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.2,702.9,0
+4803-AXVYP,Female,1,No,No,38.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.55,3734.25,0
+3884-HCSWG,Female,0,No,No,17.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.0,1144.5,0
+4567-AKPIA,Female,0,Yes,Yes,41.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.1,4454.25,0
+5077-DXTCG,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.3,45.3,0
+1142-WACZW,Male,0,No,No,2.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),29.85,75.6,0
+7901-HXJVA,Male,0,No,No,14.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.45,1117.55,0
+5649-ANRML,Male,1,No,No,2.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),95.1,180.25,0
+4892-VLANZ,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.8,19.8,0
+5924-IFQTT,Male,0,Yes,Yes,13.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,72.8,930.05,0
+7968-QUXNS,Male,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.95,110.15,0
+2919-HBCJO,Female,0,No,No,4.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),76.65,333.6,0
+4236-XPXAV,Female,0,Yes,Yes,5.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.15,465.05,0
+8903-WMRNW,Female,0,Yes,No,15.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.75,1669.4,0
+2452-SNHFZ,Female,0,No,No,47.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),75.45,3545.1,0
+3629-WEAAM,Female,0,No,No,8.0,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,No,Mailed check,64.1,504.05,0
+6029-CSMJE,Male,0,No,No,17.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.65,440.2,0
+7993-NQLJE,Male,0,Yes,Yes,15.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,75.1,1151.55,0
+9909-DFRJA,Female,0,No,No,26.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),95.85,2475.35,0
+9099-FTUHS,Female,0,No,No,23.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,54.4,1249.25,0
+0581-BXBUB,Female,1,No,No,4.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,72.75,317.75,0
+4962-CHQPW,Male,0,No,Yes,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.85,535.05,0
+9467-ROOLM,Female,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,461.3,0
+3030-YZADT,Male,0,No,No,9.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.95,431.0,0
+7410-KTVFV,Male,0,Yes,No,18.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,49.55,878.35,0
+5150-ITWWB,Male,1,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.85,335.75,0
+2253-KPMNB,Female,0,Yes,Yes,69.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),46.25,3121.4,0
+1345-ZUKID,Male,0,No,No,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.35,324.8,0
+6429-SHBCB,Male,0,No,No,19.0,Yes,Yes,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,69.6,1394.55,0
+9281-OFDMF,Male,1,No,No,39.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,90.7,3413.25,0
+2603-HVKCG,Male,0,No,No,31.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.4,3143.65,0
+1834-WULEG,Male,0,Yes,Yes,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,439.75,0
+9097-ZUBYC,Male,0,Yes,No,14.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),48.8,664.4,0
+5148-ORICT,Female,0,Yes,No,64.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,74.35,4759.55,0
+4893-GYUJU,Female,0,No,No,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.35,1033.0,0
+4578-PHJYZ,Male,0,Yes,Yes,52.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,68.75,3482.85,0
+7272-QDCKA,Male,0,No,No,28.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Electronic check,100.2,2688.45,0
+8908-SLFCJ,Female,0,No,No,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.85,435.25,0
+8393-DLHGA,Male,0,No,Yes,25.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.9,2448.75,0
+9766-HGEDE,Female,0,Yes,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.35,307.0,0
+6968-MHOMU,Male,0,Yes,No,58.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),45.0,2689.35,0
+7395-IGJOS,Male,1,Yes,No,17.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),81.5,1329.2,0
+5044-XDPYX,Female,0,Yes,No,51.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.5,1281.25,0
+1814-WFGVS,Male,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Mailed check,48.9,3527.0,0
+2834-SPCJV,Male,0,Yes,No,52.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.1,4348.65,0
+3721-WKIIL,Female,0,No,No,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.6,561.15,0
+6734-CKRSM,Female,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,63.6,0
+1265-ZFOSD,Female,0,Yes,No,64.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,81.3,5129.3,0
+6568-POCUI,Female,0,Yes,No,45.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),95.2,4285.8,0
+7890-VYYWG,Male,1,Yes,No,3.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,36.45,93.7,0
+5197-LQXXH,Female,0,Yes,No,71.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.3,5894.5,0
+9907-SWKKF,Female,1,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.05,25.05,0
+3457-PQBYH,Female,0,Yes,Yes,58.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.3,1160.75,0
+7682-AZNDK,Male,0,Yes,Yes,34.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.85,3091.75,0
+0587-DMGBH,Female,0,No,No,8.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.85,365.55,0
+5384-ZTTWP,Female,0,Yes,Yes,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.8,272.95,0
+3745-HRPHI,Male,0,Yes,Yes,66.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),54.65,3632.0,0
+7636-OWBPG,Male,1,No,No,12.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),29.35,381.2,0
+1231-YNDEK,Male,0,No,No,58.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.15,1035.5,0
+1407-DIGZV,Female,0,Yes,Yes,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.1,52.0,0
+6397-JNZZG,Female,1,Yes,No,43.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),55.55,2342.2,0
+0570-BFQHT,Female,0,No,No,9.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,80.55,653.9,0
+4393-OBCRR,Female,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,71.2,0
+3523-QRQLL,Female,0,Yes,Yes,22.0,Yes,No,DSL,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),69.5,1498.2,0
+8564-LDKFL,Male,0,Yes,No,40.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.0,4178.65,0
+3696-DFHHB,Female,0,No,No,68.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.5,1821.8,0
+0895-DQHEW,Male,0,Yes,No,54.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.3,5278.15,0
+4717-GHADL,Female,0,No,No,50.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,79.6,4024.2,0
+5501-TVMGM,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.25,55.25,0
+5879-HMFFH,Female,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),88.05,6520.8,0
+6772-WFQRD,Male,0,No,Yes,40.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.4,854.9,0
+3810-DVDQQ,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),117.6,8308.9,0
+6972-SNKKW,Female,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,109.2,0
+3694-GLTJM,Female,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.65,92.05,0
+8550-XSXUQ,Male,0,Yes,No,48.0,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),70.55,3420.5,0
+8149-RSOUN,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,93.85,0
+9055-MOJJJ,Female,0,Yes,Yes,64.0,Yes,No,DSL,Yes,No,No,Yes,Yes,No,One year,No,Mailed check,65.8,4068.0,0
+4359-INNWN,Female,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,337.9,0
+0585-EGDDA,Male,0,Yes,No,40.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.0,3168.75,0
+4032-RMHCI,Female,0,Yes,Yes,41.0,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),35.4,1412.4,0
+0549-CYCQN,Male,1,No,No,51.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),79.6,3974.7,0
+3481-JHUZH,Male,0,Yes,No,41.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.25,3439.0,0
+7250-EQKIY,Female,0,Yes,Yes,1.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,50.45,50.45,0
+3594-IVHJZ,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,42.45,0
+6869-FGJJC,Male,0,No,No,68.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Credit card (automatic),79.6,5461.45,0
+3896-ZVNET,Female,0,Yes,Yes,24.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.7,571.75,0
+8205-VSLRB,Male,0,Yes,No,70.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),77.3,5498.2,0
+5960-MVTUK,Male,0,No,No,3.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.75,96.85,0
+6817-WTYHE,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.9,111.05,0
+3082-VQXNH,Male,0,Yes,No,3.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),29.8,94.4,0
+4013-UBXWQ,Female,0,No,No,7.0,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,74.65,521.1,0
+4931-TRZWN,Female,0,No,No,13.0,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,71.95,923.85,0
+0750-EKNGL,Male,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,141.1,0
+7669-LCRSD,Male,0,Yes,Yes,12.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,56.3,628.65,0
+3567-PQTSO,Male,0,Yes,Yes,53.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,105.25,5576.3,0
+5519-NPHVG,Female,0,No,No,12.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,1046.1,0
+8043-PNYSD,Male,0,Yes,Yes,63.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,1245.6,0
+9938-EKRGF,Female,0,No,No,15.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Mailed check,84.45,1287.85,0
+2703-AMTUL,Male,0,Yes,Yes,36.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,53.65,1939.35,0
+0928-JMXNP,Male,1,Yes,No,4.0,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,29.9,118.25,0
+8173-RXAYP,Female,0,Yes,Yes,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,452.55,0
+4825-XJGDM,Female,0,No,No,61.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Credit card (automatic),43.7,2696.55,0
+5402-HTOTQ,Male,0,No,No,16.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.3,875.35,0
+6734-JDTTV,Male,0,Yes,Yes,65.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.85,1267.05,0
+7850-THJMU,Female,0,Yes,Yes,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,494.9,0
+3890-RTCMS,Male,0,No,No,16.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,49.45,799.0,0
+8849-GYOKR,Female,0,Yes,No,54.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),106.55,5763.3,0
+3148-BLQJT,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,20.1,0
+3717-FDJFU,Male,0,No,Yes,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,106.9,0
+3665-JATSN,Female,0,No,No,19.0,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,39.7,710.05,0
+7966-YOTQW,Male,0,No,No,10.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),54.5,568.2,0
+0461-CVKMU,Female,0,Yes,Yes,23.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,83.8,1900.25,0
+8806-EAGWC,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.15,159.15,0
+8853-TZDGH,Female,0,No,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.6,8012.75,0
+7779-LGOVN,Male,1,Yes,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.65,856.65,0
+4324-BZCKL,Female,0,Yes,Yes,10.0,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.55,551.3,0
+6924-TDGMT,Male,0,Yes,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.55,184.95,0
+9710-ZUSHQ,Female,1,No,No,37.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),106.75,4056.75,0
+1536-YHDOE,Male,0,Yes,Yes,17.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,62.1,1096.65,0
+8123-QBNAZ,Female,0,Yes,Yes,36.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),104.5,3684.95,0
+3629-ZNKXA,Male,1,No,No,17.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.8,1752.45,0
+4827-LTQRJ,Female,1,Yes,Yes,66.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),110.6,7210.85,0
+7711-YIJWC,Male,0,Yes,Yes,61.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),84.9,5264.5,0
+5482-VXSXJ,Male,0,No,No,22.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,93.2,2157.3,0
+7365-BVCJH,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.4,24.4,0
+9620-ENEJV,Female,0,No,No,6.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.55,433.95,0
+4183-WCSEP,Male,0,No,No,31.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,78.45,2435.15,0
+2378-YIZKA,Female,0,Yes,Yes,68.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.0,5607.75,0
+5498-TXHLF,Female,0,Yes,Yes,34.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,87.45,2874.15,0
+0689-DSXGL,Female,0,Yes,Yes,52.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),85.8,4433.3,0
+6818-DJXAA,Female,0,No,Yes,10.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,91.1,964.35,0
+9722-UJOJR,Male,0,Yes,Yes,29.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.75,1974.8,0
+0464-WJTKO,Female,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.1,1460.85,0
+8902-ZEOVF,Male,0,Yes,Yes,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,951.55,0
+6778-EICRF,Male,0,Yes,Yes,24.0,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,No,Mailed check,74.8,1821.2,0
+2662-NNTDK,Male,0,No,No,65.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.8,1600.95,0
+4132-KALRO,Female,0,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,100.85,399.25,0
+3902-FOIGH,Male,1,Yes,No,12.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,1218.55,0
+6772-KSATR,Male,0,No,No,1.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,81.7,81.7,0
+7112-OPOTK,Male,0,No,No,33.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,68.25,2171.15,0
+2874-YXVVA,Female,0,No,No,34.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.1,3634.8,0
+1245-HARPS,Female,0,Yes,No,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.4,292.4,0
+4210-QFJMF,Female,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.15,317.25,0
+4323-ELYYB,Male,0,Yes,Yes,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.0,218.55,0
+4293-ETKAP,Female,0,Yes,Yes,65.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.4,5071.9,0
+6064-PUPMC,Male,0,Yes,Yes,23.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),57.2,1423.35,0
+6504-VBLFL,Male,0,Yes,No,55.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Electronic check,58.6,3068.6,0
+6322-PJJDJ,Male,0,Yes,No,49.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Electronic check,94.8,4690.65,0
+0330-BGYZE,Male,0,Yes,No,60.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),102.5,6157.6,0
+1085-LDWAM,Female,0,Yes,Yes,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.35,1442.65,0
+7586-ZATGZ,Male,0,No,No,40.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.9,3369.05,0
+7197-VOJMM,Male,0,Yes,No,67.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),69.2,4671.65,0
+3318-OSATS,Male,1,No,No,35.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,3474.05,0
+5828-AVIPD,Male,0,Yes,Yes,19.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.95,1875.55,0
+1843-TLSGD,Female,0,Yes,Yes,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.85,272.35,0
+9626-VFRGG,Female,0,No,Yes,41.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),88.5,3645.05,0
+7075-BNDVQ,Female,0,No,No,4.0,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,35.0,135.75,0
+9143-CANJF,Female,0,Yes,Yes,24.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,55.15,1319.85,0
+7284-BUYEC,Female,0,No,No,5.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.95,229.4,0
+2041-JIJCI,Female,0,No,No,5.0,Yes,Yes,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,64.0,370.25,0
+1086-LXKFY,Female,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.1,69.1,0
+4900-MSOMT,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),80.2,5714.2,0
+2229-VWQJH,Female,0,No,No,24.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),49.3,1233.25,0
+9194-GFVOI,Female,0,Yes,No,42.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.35,3571.6,0
+1336-EZFZY,Female,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,83.3,0
+4282-MSACW,Male,0,No,No,68.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),117.2,8035.95,0
+1403-LKLIK,Female,0,Yes,Yes,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,579.4,0
+2636-ALXXZ,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,0
+7774-OJSXI,Male,0,No,No,31.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.45,3066.45,0
+7786-WBJYI,Female,0,No,No,4.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),77.95,305.55,0
+0136-IFMYD,Male,1,Yes,No,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.95,7634.25,0
+5144-TVGLP,Male,1,No,No,38.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.75,3653.0,0
+9643-AVVWI,Female,0,Yes,Yes,3.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.0,241.3,0
+0253-ZTEOB,Female,0,Yes,Yes,48.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,79.65,3870.3,0
+2706-QZIHY,Female,0,Yes,No,15.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.2,387.9,0
+6061-PQHMK,Female,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.9,527.5,0
+9885-CSMWE,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.45,78.45,0
+6137-MFAJN,Female,0,No,No,48.0,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,44.8,2104.55,0
+9122-UMROB,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,20.3,0
+4232-JGKIY,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.2,19.2,0
+2402-TAIRZ,Female,0,No,No,37.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Electronic check,80.05,3019.1,0
+9659-ZTWSM,Male,1,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),107.35,7051.95,0
+9139-TWBAS,Female,0,Yes,No,26.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),47.85,1190.5,0
+6685-GBWJZ,Male,0,Yes,No,63.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),70.8,4448.8,0
+5016-ETTFF,Male,0,No,No,10.0,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,29.5,255.25,0
+3866-MDTUB,Female,0,No,No,2.0,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,70.75,146.9,0
+2195-VVRJF,Male,1,Yes,No,18.0,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),59.1,1011.05,0
+3913-RDSJZ,Female,0,Yes,No,64.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.55,1714.95,0
+8058-JMEQO,Female,1,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.45,762.5,0
+4203-QGNZA,Female,0,No,Yes,28.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,535.35,0
+5043-TRZWM,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,75.55,75.55,0
+0697-ZMSWS,Male,0,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.65,338.9,0
+7657-DYEPJ,Male,1,No,No,38.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),70.15,2497.35,0
+9494-BDNNC,Male,0,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,No,Electronic check,95.3,6273.4,0
+1640-PLFMP,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.25,70.25,0
+5366-OBVMR,Female,0,Yes,No,18.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.3,908.75,0
+8276-MQBYC,Male,1,No,No,51.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.8,4913.3,0
+7593-XFKDI,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46.3,46.3,0
+4573-JKNAE,Male,0,No,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,212.3,0
+0337-CNPZE,Female,0,No,No,41.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.3,4443.45,0
+9817-APLHW,Male,0,No,No,12.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,25.0,316.2,0
+8380-MQINP,Female,0,Yes,Yes,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.3,1079.05,0
+0840-DFEZH,Female,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.35,564.65,0
+1513-XNPPH,Female,0,No,No,12.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.4,1095.65,0
+8690-ZVLCL,Female,0,Yes,Yes,68.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.0,6161.9,0
+6015-VVHHE,Female,1,No,No,5.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),83.15,446.05,0
+1125-SNVCK,Female,1,No,No,49.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.8,2106.05,0
+0384-LPITE,Male,0,No,No,40.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),62.05,2511.55,0
+4616-EWBNJ,Female,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.1,318.6,0
+6347-DCUIK,Male,0,No,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.15,811.8,0
+1335-HQMKX,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,101.35,7323.15,0
+2545-EBUPK,Female,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.05,186.05,0
+6923-AQONU,Male,0,Yes,Yes,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.9,454.0,0
+2172-EJXVF,Female,1,No,No,71.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,105.9,7521.95,0
+0897-FEGMU,Female,0,Yes,No,11.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.5,1056.95,0
+7663-RGWBC,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.15,44.15,0
+1120-BMWUB,Female,0,No,No,16.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,53.9,834.15,0
+9124-LHCJQ,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,85.45,85.45,0
+4536-PLEQY,Male,0,Yes,No,12.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.05,999.8,0
+7029-IJEJK,Female,0,No,No,54.0,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,One year,No,Bank transfer (automatic),44.1,2369.7,0
+8871-JLMHM,Female,0,Yes,No,68.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),90.2,6297.65,0
+2235-ZGKPT,Female,0,Yes,Yes,4.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.85,239.55,0
+3891-PUQOD,Female,0,No,Yes,1.0,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,59.2,59.2,0
+5447-VYTKW,Male,0,No,No,27.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,53.45,1461.45,0
+3623-FQBOX,Male,0,No,No,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,416.4,0
+0689-NKYLF,Male,0,No,No,13.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,83.2,1060.6,0
+8659-HDIYE,Female,1,No,No,64.0,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),74.65,4869.35,0
+3658-KIBGF,Female,0,No,No,1.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,54.9,54.9,0
+3474-BAFSJ,Male,0,Yes,No,57.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),57.5,3265.95,0
+5519-YLDGW,Female,0,Yes,No,21.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.9,2254.2,0
+3865-ZFZIB,Male,0,No,No,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,358.15,0
+1855-AGAWH,Male,0,Yes,No,31.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,93.8,2939.8,0
+7109-CQYUZ,Male,0,No,No,52.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,89.25,4652.4,0
+1370-GGAWX,Female,0,No,No,46.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,94.15,4408.45,0
+4680-KUTAJ,Female,1,No,No,11.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,55.6,580.8,0
+5307-UVGNB,Female,0,Yes,Yes,53.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),48.7,2495.2,0
+4946-EDSEW,Female,0,Yes,Yes,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.25,180.3,0
+2883-ILGWO,Male,1,No,No,57.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.9,5913.95,0
+2516-VQRRV,Female,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.45,158.4,0
+7580-UGXNC,Female,1,No,No,2.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.85,104.2,0
+3642-BYHDO,Female,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.9,1389.35,0
+9629-NHXFW,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,19.4,0
+2696-RZVZW,Male,0,Yes,No,68.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,1629.2,0
+5766-FTRTS,Male,0,Yes,No,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,84.45,6033.1,0
+0396-HUJBP,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.3,44.4,0
+5178-LMXOP,Male,1,Yes,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,95.1,0
+8879-ZKJOF,Female,0,No,No,41.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),79.85,3320.75,0
+6285-FTQBF,Male,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.55,1867.7,0
+8185-UPYBR,Male,0,Yes,No,6.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,438.0,0
+4585-HETAI,Female,0,Yes,Yes,4.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,73.75,325.45,0
+7526-BEZQB,Male,0,No,No,12.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.05,1148.1,0
+1474-JUWSM,Female,0,Yes,No,58.0,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Electronic check,68.4,3972.25,0
+3530-CRZSB,Female,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,155.9,0
+8498-XXGWA,Female,0,Yes,No,65.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.15,3673.15,0
+9617-INGJY,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.6,70.6,0
+0621-TSSMU,Male,0,Yes,No,56.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.95,1126.75,0
+7234-KMNRQ,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.0,73.45,0
+7636-PEPNS,Female,0,Yes,Yes,58.0,Yes,No,DSL,No,No,No,No,No,No,One year,Yes,Mailed check,44.1,2413.05,0
+4683-WYDOU,Male,0,Yes,No,62.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.6,6912.7,0
+9052-DHNKM,Male,0,No,No,26.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,No,Electronic check,61.55,1581.95,0
+6794-HKIAJ,Male,0,No,No,62.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),90.7,5586.45,0
+5578-NKCXI,Female,0,Yes,Yes,58.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Credit card (automatic),99.25,5846.65,0
+1642-HMARX,Female,0,Yes,No,68.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,91.7,6424.7,0
+3096-WPXBT,Female,0,Yes,Yes,61.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),100.7,6018.65,0
+8434-PNQZX,Female,0,No,No,42.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),78.45,3373.4,0
+5950-AAAGJ,Male,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),84.3,1537.9,0
+4299-OPXEJ,Female,0,No,No,56.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.55,1080.55,0
+4951-UKAAQ,Female,0,No,No,4.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,88.95,355.2,0
+9618-LFJRU,Female,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.45,82.85,0
+6693-DJWTY,Female,0,No,Yes,35.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Credit card (automatic),55.6,2016.45,0
+0744-GKNGE,Female,0,Yes,Yes,64.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),86.8,5327.25,0
+6447-EGDIV,Female,0,No,No,31.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.95,683.25,0
+1167-OYZJF,Female,1,Yes,No,67.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.05,1263.05,0
+2108-YKQTY,Female,0,No,No,4.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),50.7,151.3,0
+4806-DXQCE,Female,1,Yes,No,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,113.65,7714.65,0
+4918-QLLIW,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),53.4,188.7,0
+7056-IMHCC,Male,1,Yes,No,53.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.9,5549.4,0
+4854-SSLTN,Male,0,Yes,Yes,2.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,59.5,130.5,0
+5294-DMSFH,Female,0,Yes,Yes,29.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),87.8,2621.75,0
+4837-PZTIC,Female,0,No,No,47.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,41.9,1875.25,0
+1625-JAIIY,Female,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,Yes,Electronic check,83.0,5685.8,0
+0603-OLQDC,Male,0,No,Yes,12.0,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,69.85,837.5,0
+3272-VUHPV,Female,0,Yes,Yes,8.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),56.3,401.5,0
+4176-FXYBO,Male,0,Yes,No,54.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,109.55,6118.95,0
+1063-DHQJF,Male,0,Yes,Yes,69.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,Yes,Mailed check,92.15,6480.9,0
+8663-UPDGF,Female,0,No,No,26.0,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.5,1800.05,0
+6719-FGEDO,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),97.0,7104.2,0
+1837-YQUCE,Female,0,No,No,70.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),58.35,4214.25,0
+2947-DOMLJ,Male,0,No,Yes,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.6,50.6,0
+4112-LUEIZ,Male,0,No,No,10.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,863.1,0
+0369-ZGOVK,Female,0,Yes,Yes,28.0,Yes,No,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),70.4,1992.2,0
+4510-HIMLV,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,69.8,0
+9919-KNPOO,Female,0,Yes,No,21.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.3,1948.35,0
+8749-JMNKX,Male,1,Yes,No,51.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.8,4750.95,0
+7872-BAAZR,Female,0,Yes,Yes,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.55,1007.9,0
+9391-LMANN,Male,0,No,Yes,53.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,No,Electronic check,95.95,5036.9,0
+2430-USGXP,Male,0,Yes,No,24.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.05,2391.8,0
+8174-TBVCF,Female,0,Yes,No,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),94.8,6859.05,0
+1698-XFZCI,Male,0,No,No,61.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.75,6521.9,0
+1877-HKBQX,Female,0,No,No,11.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,54.6,617.85,0
+4450-DLLMH,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),71.3,157.75,0
+0428-AXXLJ,Male,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.5,516.3,0
+2746-DIJLO,Female,0,No,No,41.0,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Credit card (automatic),56.3,2364.0,0
+5955-ERIHD,Male,0,Yes,No,18.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.7,1687.95,0
+0917-EZOLA,Male,1,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.15,7689.95,0
+3508-VLHCZ,Female,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.55,6239.05,0
+4086-ATNFV,Female,0,Yes,Yes,34.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Mailed check,60.8,2042.05,0
+0468-YRPXN,Male,0,No,No,29.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.8,2807.1,0
+5996-NRVXR,Male,1,Yes,No,40.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),98.15,4116.8,0
+3739-YBWAB,Male,0,Yes,No,36.0,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,35.35,1317.95,0
+7047-FWEYA,Female,0,Yes,No,46.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,103.15,4594.65,0
+2000-MPKCA,Female,0,No,No,58.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.75,6332.75,0
+9762-YAQAA,Male,0,No,No,39.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,No,Credit card (automatic),81.4,3213.75,0
+5949-EBSQK,Male,0,Yes,Yes,4.0,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),61.45,229.55,0
+5473-KHBPS,Female,0,Yes,Yes,52.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),95.7,4976.15,0
+0100-DUVFC,Male,1,Yes,No,70.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.8,7308.95,0
+5397-TUPSH,Male,1,Yes,No,65.0,Yes,No,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),70.95,4555.2,0
+8950-MTZNV,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.95,44.95,0
+0326-VDYXE,Female,0,Yes,No,70.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,97.65,6982.5,0
+6773-LQTVT,Female,1,Yes,Yes,29.0,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,35.65,1025.15,0
+7274-RTAPZ,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.55,90.55,0
+0436-TWFFZ,Female,0,No,No,67.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,85.25,5714.2,0
+8566-YPRGL,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.5,19.5,0
+0311-UNPFF,Female,0,No,No,26.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),88.8,2274.35,0
+6609-MXJHJ,Female,0,Yes,Yes,30.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,25.1,789.55,0
+2669-OIDSD,Female,0,Yes,No,48.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.05,4834.0,0
+8400-WZICQ,Female,0,Yes,Yes,55.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.7,3131.8,0
+3834-XUIFC,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,85.2,602.55,0
+9576-SYUHJ,Male,0,No,No,37.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.15,3369.25,0
+0410-IPFTY,Female,0,Yes,No,31.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),83.85,2674.15,0
+2831-EBWRN,Male,0,No,No,4.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.9,199.75,0
+9430-NKQLY,Male,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.1,1790.8,0
+8414-MYSHR,Male,1,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.4,449.75,0
+0247-SLUJI,Male,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,19.7,0
+9402-ORRAH,Female,1,No,No,15.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.5,1400.3,0
+6483-OATDN,Male,0,Yes,Yes,8.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),51.3,411.6,0
+1293-HHSHJ,Female,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,21.1,741.0,0
+4840-ORQXB,Female,1,No,No,56.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,104.75,5841.35,0
+7599-FKVXZ,Male,0,Yes,No,42.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),106.15,4512.7,0
+3982-DQLUS,Male,1,Yes,Yes,65.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,85.75,5688.45,0
+8610-ZIKJJ,Female,0,Yes,Yes,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,31.9,0
+3756-VNWDH,Male,1,Yes,No,65.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,100.75,6674.65,0
+7801-KICAO,Female,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.15,1345.75,0
+7673-LPRNY,Female,0,No,No,23.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,78.55,1843.05,0
+8229-TNIQA,Female,0,No,No,4.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.3,196.95,0
+6060-QBMGV,Male,0,Yes,No,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1433.8,0
+7339-POGZN,Female,0,No,No,4.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,50.7,214.55,0
+2828-SLQPF,Male,0,No,No,19.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.0,865.85,0
+4465-VDKIQ,Female,0,No,No,18.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,77.8,1358.6,0
+2921-XWDJH,Female,1,Yes,No,38.0,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.45,3147.15,0
+6221-AVQYL,Male,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.25,131.05,0
+2558-BUOZZ,Male,0,No,No,47.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,No,Bank transfer (automatic),94.8,4535.85,0
+9257-AZMTZ,Female,0,Yes,Yes,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.1,1078.75,0
+0003-MKNFE,Male,0,No,No,9.0,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,59.9,542.4,0
+0975-UYDTX,Female,0,Yes,No,26.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),90.1,2312.55,0
+7743-EXURX,Male,0,Yes,Yes,8.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,51.05,415.05,0
+4682-BLBUC,Male,0,Yes,No,44.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,70.95,3250.45,0
+0975-VOOVL,Female,0,No,No,3.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,29.2,98.5,0
+5968-VXZLG,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),46.6,87.9,0
+5569-KGJHX,Female,0,Yes,Yes,9.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.35,754.65,0
+4988-IQIGL,Male,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.35,75.35,0
+5201-FRKKS,Male,0,No,No,25.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.3,1952.25,0
+9799-CAYJJ,Female,1,Yes,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.3,153.8,0
+7730-IUTDZ,Male,0,No,No,43.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.2,3198.6,0
+0426-TIRNE,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,20.9,0
+5443-SCMKX,Female,0,Yes,No,58.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,94.3,5610.15,0
+8295-KMENE,Female,0,Yes,Yes,59.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Mailed check,76.45,4519.5,0
+6738-ISCBM,Male,0,No,No,44.0,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,54.0,2440.25,0
+9821-BESNZ,Male,0,No,No,66.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,104.25,6860.6,0
+3678-MNGZX,Male,0,Yes,Yes,68.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.95,1377.7,0
+1335-NTIUC,Male,0,No,No,9.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.95,190.25,0
+2916-BQZLN,Male,0,No,No,19.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.75,1651.95,0
+4558-CGYCZ,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,78.3,0
+2368-GAKKQ,Female,0,No,No,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),113.65,7939.25,0
+8710-YGLWG,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.9,44.9,0
+3199-XGZCY,Female,0,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.25,576.7,0
+3785-KTYSH,Male,0,No,No,53.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.6,1279.0,0
+6814-ZPWFQ,Male,1,No,No,51.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.0,1260.7,0
+4063-EIKNQ,Male,0,Yes,Yes,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,267.35,0
+6993-YCOBK,Male,0,Yes,Yes,60.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.6,6586.85,0
+5206-HPJKM,Male,0,No,No,17.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),55.5,934.15,0
+7587-RZNME,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,43.3,123.65,0
+0748-RDGGM,Male,0,Yes,No,70.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.5,7534.65,0
+8393-JMVMB,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,19.45,0
+5019-GQVCR,Male,1,No,No,43.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.85,3645.6,0
+6036-TTFYU,Female,0,Yes,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,314.45,0
+2550-AEVRU,Female,0,Yes,Yes,57.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Electronic check,53.45,3053.0,0
+0969-RGKCU,Male,0,Yes,Yes,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,677.05,0
+0378-CJKPV,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),112.1,7965.95,0
+4706-AXVKM,Female,1,No,No,11.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),84.8,906.85,0
+5889-JTMUL,Female,1,Yes,No,50.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,95.05,4888.7,0
+9026-RNUJS,Male,1,No,No,5.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,50.35,237.25,0
+3746-EUBYR,Male,0,Yes,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.6,74.6,0
+2332-EFBJY,Male,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.7,342.4,0
+2880-FPNAE,Male,1,Yes,No,2.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.2,140.1,0
+1703-MGIAB,Female,0,No,No,17.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,69.0,1108.0,0
+4311-QTTAI,Female,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.35,295.55,0
+9474-PHLYD,Female,0,No,No,15.0,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,59.45,892.65,0
+4318-RAJVY,Female,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.8,198.25,0
+2165-VOEGB,Female,0,No,Yes,46.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,4822.85,0
+3612-YUNGG,Male,0,Yes,Yes,64.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.2,6741.15,0
+2254-DLXRI,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,79.15,79.15,0
+5062-CJJKH,Male,0,Yes,Yes,25.0,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,No,Mailed check,53.65,1355.45,0
+9028-LIHRP,Male,0,Yes,Yes,71.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),100.2,7209.0,0
+2219-MVUSO,Male,0,No,No,8.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.15,438.4,0
+1053-MXTTK,Female,0,Yes,Yes,72.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.65,7726.35,0
+1530-ZTDOZ,Female,0,Yes,No,49.0,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),40.65,2070.75,0
+1301-LOPVR,Male,0,Yes,Yes,29.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),55.35,1636.95,0
+0853-TWRVK,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),105.6,7581.5,0
+8914-RBTSB,Male,0,Yes,No,31.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Electronic check,93.8,3019.5,0
+6212-ATMLK,Female,0,No,No,50.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.7,4729.75,0
+8200-LGKSR,Male,0,Yes,No,71.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,83.2,6126.1,0
+1568-BEKZM,Male,1,Yes,No,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.05,6333.4,0
+0670-ANMUU,Male,0,No,No,71.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,One year,No,Credit card (automatic),97.65,6687.85,0
+6897-RWMUB,Male,0,Yes,Yes,61.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),68.05,4158.25,0
+0963-ZBDRN,Male,0,No,No,32.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,96.2,3183.4,0
+7594-RQHXR,Female,0,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.6,79.6,0
+6999-CHVCF,Male,0,No,No,68.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Bank transfer (automatic),102.1,7149.35,0
+6134-KWTBV,Male,0,No,No,62.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.4,1429.65,0
+1077-HUUJM,Female,0,No,Yes,7.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.05,472.65,0
+6331-EWIEB,Male,0,No,No,20.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.25,1734.5,0
+0895-LNKRC,Male,0,Yes,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.45,113.5,0
+2045-BMBTJ,Female,1,No,No,33.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),59.45,1884.65,0
+8417-GSODA,Male,0,Yes,Yes,28.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Bank transfer (automatic),92.2,2568.15,0
+5171-EPLKN,Male,0,No,No,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,470.0,0
+4452-QIIEB,Male,0,No,No,7.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.9,278.4,0
+5998-VVEJY,Male,0,No,No,26.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.5,2088.8,0
+1624-NALOJ,Male,1,No,No,5.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.8,502.6,0
+6741-EGCBI,Male,1,No,No,30.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.5,2595.85,0
+7820-ZYGNY,Male,0,No,No,63.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,No,Credit card (automatic),90.45,5825.5,0
+4317-VTEOA,Male,0,No,No,1.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,50.75,50.75,0
+9677-AVKED,Female,0,No,Yes,53.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,84.6,4449.75,0
+1670-SVOWZ,Female,0,Yes,Yes,14.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),89.65,1208.35,0
+2227-JRSJX,Female,0,No,No,21.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.15,1956.4,0
+9847-HNVGP,Male,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,310.6,0
+6696-YDAYZ,Male,0,Yes,Yes,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,290.55,0
+8980-WQFWL,Female,0,No,No,35.0,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,62.1,2096.1,0
+1730-ZMAME,Female,1,No,No,32.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.5,2665.0,0
+6506-EYCNH,Female,0,Yes,Yes,28.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.55,543.8,0
+4634-JLRJT,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.35,20.35,0
+9501-UKKNL,Male,0,No,No,59.0,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,51.7,3005.8,0
+2560-QTSBS,Female,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),23.3,1623.15,0
+7541-YLXCL,Male,0,No,No,36.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,65.4,2498.4,0
+4795-WRNVT,Female,0,No,No,40.0,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,No,Mailed check,65.1,2586.0,0
+6080-TCMYC,Male,0,Yes,Yes,40.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.2,3292.3,0
+0260-ZDLGK,Female,0,No,Yes,9.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,72.9,651.4,0
+7860-UXCRM,Male,0,Yes,Yes,63.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),74.5,4674.55,0
+6357-JJPQT,Female,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.5,232.35,0
+2292-XQWSV,Male,0,Yes,Yes,40.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Mailed check,60.3,2448.5,0
+9552-TGUZV,Male,0,Yes,No,8.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.0,658.1,0
+5913-INRQV,Male,1,Yes,No,34.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,One year,No,Mailed check,90.15,3128.8,0
+8722-NGNBH,Male,0,No,No,5.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,40.0,223.45,0
+6210-KBBPI,Male,1,No,No,9.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.45,919.4,0
+9643-YBLUR,Male,0,Yes,No,9.0,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),69.05,653.95,0
+8734-FNWVH,Male,0,Yes,Yes,31.0,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),59.7,1825.5,0
+9447-YPTBX,Female,0,Yes,No,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,943.1,0
+0133-BMFZO,Female,0,No,No,2.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,86.25,181.65,0
+6128-CZOMY,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.65,45.65,0
+9540-JYROE,Male,0,No,No,8.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.1,551.35,0
+9026-LHEVG,Female,0,No,No,9.0,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,40.75,359.4,0
+2260-USTRB,Female,1,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.2,115.95,0
+3656-TKRVZ,Female,0,No,No,3.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.35,165.2,0
+7011-CVEUC,Male,0,Yes,No,25.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.7,2338.35,0
+6185-TASNN,Male,1,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.3,46.3,0
+7925-PNRGI,Female,0,Yes,Yes,45.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,No,Mailed check,81.3,3541.1,0
+8623-TMRBY,Male,1,Yes,Yes,51.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.2,4146.05,0
+1552-CZCLL,Female,0,Yes,Yes,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.0,1087.25,0
+3038-PQIUY,Female,0,No,No,38.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),66.15,2522.4,0
+1501-SGHBW,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.85,81.0,0
+9313-CDOGY,Male,0,Yes,Yes,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.6,717.3,0
+8148-BPLZQ,Male,0,No,No,34.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.8,1734.2,0
+2623-DRYAM,Female,0,Yes,No,70.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,101.75,7069.3,0
+9987-LUTYD,Female,0,No,No,13.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,55.15,742.9,0
+3208-YPIOE,Male,0,No,No,39.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.25,3017.65,0
+4488-KQFDT,Female,0,No,No,61.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.95,6423.0,0
+2612-RANWT,Female,0,No,No,12.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.15,1164.3,0
+5693-PIPCS,Male,0,No,No,41.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),99.65,4220.35,0
+0491-KAPQG,Male,0,No,No,21.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.7,1558.7,0
+1925-LFCZZ,Male,1,No,No,55.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),50.05,2743.45,0
+8039-EQPIM,Male,0,Yes,No,69.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),60.25,4055.5,0
+6900-PXRMS,Male,1,Yes,Yes,26.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,105.75,2710.25,0
+8707-RMEZH,Female,1,Yes,No,69.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Credit card (automatic),87.3,6055.55,0
+3346-BRMIS,Female,1,Yes,No,18.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.35,810.7,0
+3209-ZPKFI,Male,0,Yes,Yes,47.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.25,2538.2,0
+6479-VDGRK,Female,0,Yes,Yes,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.3,6129.2,0
+9373-WSLOY,Male,1,Yes,No,33.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,50.0,1750.85,0
+2933-FILNV,Female,0,Yes,Yes,2.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.4,36.55,0
+3569-JFODW,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.95,6652.45,0
+9819-FBNSV,Male,1,Yes,No,37.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),72.25,2575.45,0
+9544-PYPSJ,Female,1,Yes,Yes,62.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),96.1,6019.35,0
+1591-XWLGB,Female,0,Yes,No,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1379.6,0
+0396-UKGAI,Male,0,No,Yes,23.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),55.3,1284.2,0
+3243-ZHOHY,Female,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,296.15,0
+5186-EJEGL,Male,0,No,No,9.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,69.5,653.25,0
+7527-QNRUS,Male,0,Yes,Yes,17.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,25.15,412.6,0
+9986-BONCE,Female,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,85.5,0
+2722-JMONI,Female,1,Yes,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.55,49.55,0
+2203-GHNWN,Female,0,Yes,No,24.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.65,1928.7,0
+3878-AVSOQ,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.25,71.25,0
+3258-SYSWS,Male,1,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),113.8,7845.8,0
+5296-PSYVW,Female,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.55,1750.7,0
+6319-QSUSR,Female,0,No,Yes,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,216.2,0
+4083-EUGRJ,Male,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,178.5,0
+7579-OOPEC,Female,1,Yes,No,2.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),50.15,115.1,0
+0512-FLFDW,Female,1,Yes,No,60.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),100.5,6029.0,0
+1771-OADNZ,Male,1,Yes,No,29.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.9,2745.2,0
+0487-CRLZF,Female,0,No,No,49.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.45,3721.9,0
+2107-FBPTK,Female,1,No,No,30.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.1,3121.1,0
+9451-WLYRI,Female,0,Yes,No,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.05,990.45,0
+8219-VYBVI,Male,0,No,Yes,39.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.0,1004.35,0
+1991-VOPLL,Female,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,157.65,0
+9738-QLWTP,Male,0,No,No,39.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,One year,No,Electronic check,81.9,3219.75,0
+1016-DJTSV,Male,1,No,No,8.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,572.85,0
+9419-IPPBE,Female,0,Yes,Yes,51.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,One year,Yes,Electronic check,90.15,4554.85,0
+0174-QRVVY,Male,0,Yes,Yes,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.35,1847.55,0
+5699-BNCAS,Male,1,No,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.65,1766.75,0
+2900-PHPLN,Female,1,Yes,No,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.55,1462.05,0
+0612-RTZZA,Female,1,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.25,25.25,0
+8106-GWQOK,Male,0,Yes,No,38.0,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.0,2193.2,0
+8751-EDEKA,Female,0,Yes,No,28.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),89.9,2433.5,0
+6878-GGDWG,Female,0,Yes,No,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,641.15,0
+4039-PIMHX,Male,1,Yes,No,49.0,Yes,No,DSL,No,Yes,No,No,No,No,Two year,No,Mailed check,49.8,2398.4,0
+8450-LUGUK,Female,0,Yes,Yes,37.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.1,861.85,0
+3604-WLABM,Female,0,No,No,10.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,54.25,583.0,0
+0795-GMVQO,Male,0,Yes,No,67.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),109.9,7332.4,0
+2259-OUUSZ,Male,0,No,No,7.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),35.5,249.55,0
+1142-IHLOO,Female,0,No,No,51.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Credit card (automatic),87.55,4475.9,0
+6410-LEFEN,Female,0,No,No,9.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.15,416.45,0
+4633-MKHYU,Female,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,88.4,788.6,0
+6257-RJOHI,Male,0,No,No,4.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.8,202.3,0
+1545-JFUML,Male,0,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Electronic check,99.0,6994.6,0
+3194-ORPIK,Female,0,Yes,Yes,50.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),84.4,4116.15,0
+7826-VVKWT,Female,1,Yes,Yes,24.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,96.55,2263.45,0
+1353-GHZOS,Male,0,Yes,No,22.0,Yes,No,DSL,Yes,No,No,No,Yes,No,One year,Yes,Bank transfer (automatic),59.75,1374.35,0
+2587-EKXTS,Male,0,No,No,44.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,111.5,4915.15,0
+5442-BXVND,Female,0,Yes,Yes,33.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),24.25,838.5,0
+8816-VXNZD,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.1,75.1,0
+9378-FXTIZ,Female,0,Yes,No,54.0,Yes,Yes,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),70.15,3715.65,0
+1723-HKXJQ,Male,0,No,No,42.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.75,4273.45,0
+7825-GKXMW,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.8,45.8,0
+9753-OYLBX,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,0
+2364-UFROM,Male,0,No,No,30.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Electronic check,70.4,2044.75,0
+6656-JWRQX,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,30.55,30.55,0
+6473-ULUHT,Male,0,Yes,Yes,16.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,84.9,1398.25,0
+1240-KNSEZ,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.1,20.1,0
+0836-SEYLU,Male,0,Yes,No,9.0,No,No phone service,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Mailed check,40.65,328.95,0
+4433-JCGCG,Male,1,Yes,No,46.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.0,4680.05,0
+3716-BDVDB,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.1,69.1,0
+7688-AWMDX,Male,0,Yes,No,71.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),54.5,3778.2,0
+2842-BCQGE,Male,0,No,No,43.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.35,3161.4,0
+7244-QWYHG,Male,0,Yes,No,50.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),44.45,2188.45,0
+5899-MQZZL,Female,0,No,No,13.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.0,999.45,0
+6849-OYAMU,Male,0,Yes,Yes,19.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),100.0,1888.65,0
+5312-UXESG,Female,0,No,No,41.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),98.05,3990.6,0
+9488-HGMJH,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.15,71.15,0
+6038-GCYEC,Female,0,No,No,24.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),54.15,1240.25,0
+2150-WLKUW,Female,0,Yes,No,40.0,Yes,Yes,DSL,No,Yes,No,No,Yes,No,One year,No,Bank transfer (automatic),63.9,2635.0,0
+7159-FVYPK,Female,0,Yes,Yes,3.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.15,235.0,0
+7032-LMBHI,Female,0,No,No,37.0,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,No,Bank transfer (automatic),64.65,2347.85,0
+1150-WFARN,Female,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.75,7156.2,0
+6088-BXMRG,Female,0,Yes,Yes,32.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.85,3089.6,0
+3144-AUDBS,Female,0,Yes,No,6.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.15,270.8,0
+4821-SJHJV,Female,0,Yes,Yes,32.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,89.6,2901.8,0
+7346-MEDWM,Female,0,No,No,59.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,83.25,4949.1,0
+1137-DGOWI,Female,0,Yes,No,30.0,Yes,No,DSL,No,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),70.25,2198.9,0
+5616-PRTNT,Male,0,No,Yes,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.4,374.5,0
+3812-LRZIR,Female,0,Yes,Yes,27.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.5,761.95,0
+4818-QIUFN,Female,1,No,No,20.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.15,1520.9,0
+9483-GCPWE,Male,0,No,Yes,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,190.25,0
+4227-OJHAL,Female,0,Yes,Yes,68.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),73.0,5163.0,0
+9220-CXRSC,Female,0,Yes,Yes,69.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Two year,No,Credit card (automatic),61.4,4059.85,0
+4993-JCRGJ,Male,0,No,No,26.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,84.3,2281.6,0
+9537-JALFH,Male,0,Yes,Yes,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.9,1356.7,0
+6698-OXETB,Male,0,No,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.4,231.45,0
+2103-ZRXFN,Male,0,No,No,1.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.75,50.75,0
+3724-BSCVH,Male,0,Yes,Yes,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.45,242.4,0
+4877-TSOFF,Female,0,Yes,Yes,55.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),75.75,4264.25,0
+9209-NWPGU,Male,0,No,No,44.0,Yes,No,DSL,Yes,No,No,Yes,Yes,No,One year,No,Electronic check,65.4,2774.55,0
+6961-VCPMC,Male,1,Yes,No,46.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.4,3605.2,0
+7306-YDSOI,Male,0,Yes,Yes,69.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),59.75,4069.9,0
+5288-AHOUP,Male,1,No,No,11.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.5,874.2,0
+6688-UZPWD,Female,0,Yes,No,11.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.0,1145.35,0
+0655-YDGFJ,Male,0,No,No,29.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),48.95,1323.7,0
+8468-EHYJA,Female,0,Yes,No,57.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.65,5497.05,0
+6823-SIDFQ,Male,0,No,No,28.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),18.25,534.7,0
+1097-FSPVW,Female,0,No,No,42.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),54.55,2455.05,0
+2839-RFSQE,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,38.7,0
+8328-SKJNO,Male,0,No,Yes,23.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),40.65,947.4,0
+7010-ZMVBF,Female,0,Yes,Yes,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,357.0,0
+5201-CBWYG,Male,0,Yes,Yes,62.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.8,1476.25,0
+0968-GSIKN,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.8,70.8,0
+1965-DDBWU,Male,0,No,No,16.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),89.05,1448.6,0
+9057-SIHCH,Female,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.6,291.9,0
+6352-GIGGQ,Male,0,No,No,67.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),88.8,5903.15,0
+3635-QQRQD,Male,0,No,No,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.05,1201.65,0
+6771-XWBDM,Female,0,Yes,No,57.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),104.5,5921.35,0
+2897-DOVND,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,146.65,0
+3082-YVEKW,Female,0,Yes,Yes,23.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),77.15,1759.4,0
+0191-EQUUH,Female,0,No,Yes,25.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),35.05,844.45,0
+7134-HBPBS,Female,1,No,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.1,7774.05,0
+3489-HHPFY,Female,0,Yes,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.05,134.05,0
+2926-JEJJC,Female,0,No,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.2,140.95,0
+8601-QACRS,Female,0,No,No,5.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.6,249.95,0
+4950-BDEUX,Male,0,No,No,35.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,49.2,1701.65,0
+5789-LDFXO,Male,0,No,No,24.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.6,592.65,0
+0508-OOLTO,Female,0,Yes,Yes,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.65,135.75,0
+2984-TBYKU,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),104.9,7732.65,0
+9822-WMWVG,Female,0,No,No,41.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,106.5,4282.4,0
+2391-SOORI,Male,0,No,Yes,4.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,49.35,219.65,0
+9040-KZVWO,Male,0,No,No,26.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,One year,No,Bank transfer (automatic),75.5,2018.1,0
+2645-QTLMB,Male,0,No,No,7.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.25,669.0,0
+4806-HIPDW,Female,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.95,68.95,0
+1548-ARAGG,Female,0,Yes,Yes,4.0,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,58.5,224.85,0
+6339-RZCBJ,Male,0,No,No,48.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),78.9,3771.5,0
+4424-TKOPW,Male,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,196.75,0
+4415-WNGVR,Female,1,Yes,No,12.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,79.2,943.85,0
+2522-AHJXR,Male,0,Yes,No,60.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.45,6572.85,0
+0412-UCCNP,Male,0,No,No,55.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Electronic check,59.2,3175.85,0
+1816-FLZDK,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,29.15,29.15,0
+7096-UCLNH,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,0
+8443-ZRDBZ,Male,0,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.05,318.9,0
+9136-ALYBR,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.45,24.45,0
+4615-PIVVU,Female,0,No,No,42.0,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),66.5,2762.75,0
+8885-QSQBX,Female,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),49.55,49.55,0
+7479-NITWS,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.35,631.85,0
+8617-ENBDS,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),73.6,232.5,0
+9385-NXKDA,Female,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),82.65,5919.35,0
+0430-IHCDJ,Male,0,No,No,15.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.0,749.25,0
+2959-MJHIC,Male,0,Yes,No,4.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.35,307.4,0
+6674-KVJHG,Female,0,No,No,11.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,25.2,245.15,0
+1814-DKOLC,Female,0,No,No,5.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.45,134.75,0
+4201-JMNGR,Female,1,No,No,1.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,55.8,55.8,0
+9351-HXDMR,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.9,8240.85,0
+3537-HPKQT,Female,0,Yes,No,55.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),77.75,4266.4,0
+2129-ALKBS,Female,0,Yes,Yes,40.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,26.2,1077.5,0
+5821-MMEIL,Female,0,Yes,No,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.9,1115.6,0
+5960-WPXQM,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.05,79.05,0
+0684-AOSIH,Male,0,Yes,No,1.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.0,95.0,0
+8260-NGFNY,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.2,25.2,0
+1309-XGFSN,Male,1,Yes,Yes,52.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,80.85,4079.55,0
+1866-RZZQS,Male,1,No,No,41.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.4,4187.75,0
+6968-URWQU,Male,0,Yes,No,43.0,Yes,No,DSL,No,No,No,No,Yes,No,One year,Yes,Mailed check,56.35,2391.15,0
+4742-TXUEX,Female,0,Yes,Yes,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.3,890.5,0
+9631-XEYKE,Male,0,No,No,3.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),50.4,137.25,0
+8631-NBHFZ,Male,1,Yes,Yes,66.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),79.4,5154.6,0
+1335-MXCSE,Male,0,Yes,Yes,55.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),55.25,3119.9,0
+8873-TMKGR,Male,0,No,No,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.1,529.5,0
+8800-JOOCF,Female,0,No,Yes,12.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.05,966.55,0
+1469-LBJQJ,Female,0,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.2,6936.85,0
+4958-XCBDQ,Male,1,No,No,35.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.4,3496.3,0
+8337-UPOAQ,Male,1,Yes,No,10.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.8,914.3,0
+0064-YIJGF,Male,0,Yes,Yes,27.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.75,1929.0,0
+2386-OWURY,Female,0,No,No,58.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,95.3,5817.7,0
+1725-IQNIY,Male,0,Yes,No,54.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),109.75,6110.2,0
+0310-VQXAM,Male,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,178.8,0
+6598-RFFVI,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,28.3,0
+3453-RTHJQ,Male,0,No,No,6.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.1,435.0,0
+6712-OAWRH,Female,1,No,No,26.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.25,2351.8,0
+6278-FEPBZ,Female,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,186.15,0
+4280-DLSHD,Male,0,Yes,No,8.0,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,54.75,445.85,0
+1508-DFXCU,Male,0,No,No,12.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81.45,912.0,0
+8614-VGMMV,Female,0,No,No,15.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.1,679.55,0
+7868-BGSZA,Male,0,Yes,No,43.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,80.2,3581.6,0
+2800-QQUSO,Male,0,No,No,42.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,100.3,4222.95,0
+2930-UOTMB,Female,0,No,No,31.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),65.25,1994.3,0
+7973-DZRKH,Female,0,No,Yes,66.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),90.95,5930.05,0
+5914-DVBWJ,Female,1,No,No,18.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,85.45,1505.85,0
+7698-YFGEZ,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,20.0,0
+2533-QVMSK,Male,0,Yes,No,61.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,Yes,Electronic check,94.1,5638.3,0
+9773-PEQBZ,Male,0,No,No,10.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,79.85,797.25,0
+8644-XLFBW,Male,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.65,71.65,0
+0650-BWOZN,Female,1,No,No,18.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.55,1359.45,0
+8625-AZYZY,Male,0,Yes,No,24.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.65,2542.45,0
+7785-RDVIG,Female,0,Yes,Yes,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.3,54.7,0
+9602-WCXPI,Male,0,No,No,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.15,989.05,0
+2903-YYTBW,Male,0,Yes,Yes,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.55,44.55,0
+3620-MWJNE,Male,0,No,No,2.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,54.45,87.3,0
+8573-JGCZW,Male,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.65,351.55,0
+6837-HAEVO,Male,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,105.0,7297.75,0
+6701-YVNQG,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.7,6301.7,0
+9306-CPCBC,Female,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.25,210.3,0
+4304-XUMGI,Male,1,Yes,Yes,50.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Bank transfer (automatic),75.15,3822.45,0
+9504-YAZWB,Female,0,No,No,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.25,1048.45,0
+8819-ZBYNA,Female,0,Yes,No,58.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.1,6393.65,0
+6174-NRBTZ,Male,0,No,No,46.0,No,No phone service,DSL,Yes,No,No,No,No,No,One year,Yes,Bank transfer (automatic),30.75,1489.3,0
+9481-IEBZY,Male,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),112.9,8061.5,0
+1833-VGRUM,Female,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.2,74.2,0
+6137-NICCO,Female,0,Yes,Yes,6.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,94.05,518.75,0
+9065-ZCPQX,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),78.85,5763.15,0
+6402-EJMWF,Male,0,No,No,4.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,55.3,238.5,0
+3620-EHIMZ,Female,0,Yes,Yes,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,1031.7,0
+6870-ECSHE,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.45,34.8,0
+8747-UDCOI,Female,0,Yes,No,65.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1319.95,0
+8374-XGEJJ,Male,1,Yes,No,43.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.0,4388.4,0
+2656-TABEH,Male,0,Yes,No,4.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,420.2,0
+6946-LMSQS,Male,1,Yes,No,25.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,One year,Yes,Electronic check,89.05,2177.45,0
+4626-OZDTJ,Female,0,Yes,No,51.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),78.65,3950.85,0
+9169-BSVIN,Male,0,No,No,12.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),74.75,827.05,0
+2325-ZUSFD,Female,0,Yes,Yes,57.0,Yes,No,DSL,Yes,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),70.1,3913.3,0
+8194-PEEBY,Female,0,Yes,Yes,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,533.5,0
+6872-HXFNF,Female,0,Yes,No,64.0,Yes,Yes,DSL,No,No,Yes,Yes,No,No,One year,No,Bank transfer (automatic),58.35,3756.45,0
+3932-CMDTD,Female,0,No,No,4.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,105.65,443.9,0
+7714-YXSMB,Female,0,No,No,26.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.5,2599.95,0
+8387-UGUSU,Female,0,Yes,Yes,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,284.3,0
+1080-BWSYE,Male,1,Yes,No,64.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.65,1740.8,0
+4039-HEUNW,Male,1,Yes,No,36.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.5,3436.1,0
+1194-HVAIF,Female,0,Yes,No,27.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),95.0,2462.55,0
+0812-WUPTB,Male,1,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.85,70.85,0
+3594-UVONA,Female,0,No,No,35.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),85.95,3110.1,0
+0004-TLHLJ,Male,0,No,No,4.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,73.9,280.85,0
+1767-TGTKO,Female,0,Yes,Yes,8.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.45,411.75,0
+8439-LTUGF,Male,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.0,198.6,0
+8805-JNRAZ,Female,0,No,No,2.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.2,103.7,0
+5089-IFSDP,Female,0,Yes,No,58.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.45,6144.55,0
+6418-HNFED,Male,0,Yes,No,51.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.25,4089.45,0
+0206-OYVOC,Female,0,Yes,Yes,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.25,864.2,0
+7291-CDTMJ,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.65,19.65,0
+7128-GGCNO,Male,0,No,No,46.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),72.8,3249.4,0
+0237-YFUTL,Female,0,Yes,No,50.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.65,5405.8,0
+7691-KGKGP,Male,0,Yes,Yes,53.0,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,No,Credit card (automatic),65.0,3363.8,0
+6710-HSJRD,Male,0,Yes,No,61.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,114.1,7132.15,0
+3675-EQOZA,Male,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.65,93.55,0
+0840-DCNZE,Male,0,No,No,47.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),86.95,4138.9,0
+1732-FEKLD,Female,0,No,No,54.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),94.75,5121.75,0
+9862-KJTYK,Male,0,No,Yes,19.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.35,566.1,0
+0479-HMSWA,Female,0,No,Yes,26.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,105.45,2715.3,0
+5854-KSRBJ,Male,0,Yes,Yes,70.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,1782.05,0
+0365-BZUWY,Male,0,Yes,No,17.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.55,1742.5,0
+4817-VYYWS,Female,0,No,No,30.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,2983.8,0
+5701-SVCWR,Female,0,No,Yes,1.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.0,24.0,0
+3129-AAQOU,Female,0,Yes,Yes,19.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.6,485.9,0
+4922-CVPDX,Female,0,Yes,No,26.0,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),73.5,1905.7,0
+1396-QWFBJ,Female,0,Yes,Yes,21.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.05,1565.7,0
+1357-BIJKI,Male,0,Yes,No,50.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,98.25,4858.7,0
+1099-BTKWT,Female,0,Yes,No,68.0,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,54.4,3723.65,0
+5299-SJCZT,Male,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.55,298.35,0
+2018-PZKMU,Male,0,Yes,Yes,9.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,103.1,970.45,0
+7340-KEFQE,Female,0,Yes,Yes,51.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),34.2,1782.0,0
+4570-QHXHL,Female,0,No,No,9.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,43.75,405.7,0
+2403-BCASL,Male,1,Yes,Yes,41.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.95,4534.9,0
+7392-YYPYJ,Male,0,No,No,22.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.65,2415.95,0
+2898-LSJGD,Female,0,Yes,Yes,21.0,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,55.95,1157.05,0
+2223-GDSHL,Male,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.05,8297.5,0
+7359-PTSXY,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.75,45.75,0
+9470-RTWDV,Male,0,Yes,Yes,26.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),82.0,2083.1,0
+2176-OSJUV,Male,0,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),65.15,4681.75,0
+9348-YVOMK,Male,0,No,No,4.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.8,176.2,0
+8104-OSKWT,Female,0,No,No,12.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.8,1001.2,0
+4521-YEEHE,Female,0,Yes,No,18.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,88.85,1594.75,0
+4090-KPJIP,Female,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,212.4,0
+3786-WOVKF,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.85,7677.4,0
+4503-BDXBD,Male,0,No,No,11.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,74.95,815.5,0
+6086-ESGRL,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Credit card (automatic),80.15,80.15,0
+2592-HODOV,Male,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,259.65,0
+3886-CERTZ,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,109.25,8109.8,0
+7995-ZHHNZ,Male,0,Yes,No,42.0,Yes,Yes,DSL,Yes,No,No,No,No,No,One year,No,Credit card (automatic),56.1,2386.85,0
+3824-RHKVR,Female,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,340.35,0
+5816-SCGFC,Female,1,No,No,7.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,51.3,419.35,0
+5989-AXPUC,Female,0,Yes,No,68.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,118.6,7990.05,0
+4979-HPRFL,Male,0,Yes,Yes,56.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.15,1402.25,0
+8590-OHDIW,Female,0,Yes,Yes,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,749.35,0
+8015-IHCGW,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,115.5,8425.15,0
+2332-TODQS,Female,0,No,No,48.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),25.05,1171.5,0
+9278-VZKCD,Female,1,Yes,No,52.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,109.1,5647.95,0
+8008-OTEZX,Female,0,Yes,Yes,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,708.8,0
+2773-OVBPK,Male,0,Yes,No,67.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.3,7567.2,0
+5999-LCXAO,Female,0,No,No,1.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.9,29.9,0
+5206-XZZQI,Male,0,No,No,53.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,80.6,4348.1,0
+4803-LBYPN,Male,0,Yes,Yes,34.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.8,635.9,0
+5759-RCVCB,Female,0,No,No,3.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),35.2,108.95,0
+6372-RFVNS,Female,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.8,78.8,0
+2139-FQHLM,Male,0,No,No,19.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Mailed check,89.95,1682.4,0
+8261-GWDBQ,Female,1,Yes,No,60.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.05,6925.9,0
+1093-YSWCA,Male,0,No,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,223.15,0
+8938-UMKPI,Female,0,No,No,47.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.4,5127.95,0
+0991-BRRFB,Male,0,No,No,18.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,49.4,874.8,0
+3882-IYOIJ,Female,0,Yes,Yes,60.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.25,6758.45,0
+8749-TZYEC,Male,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.8,1874.3,0
+1755-FZQEC,Male,0,No,No,39.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,791.15,0
+3115-JPJDD,Female,0,Yes,No,59.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),81.25,4639.45,0
+5600-KTXFM,Male,0,Yes,Yes,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.95,143.9,0
+3871-IKPYH,Male,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.1,69.1,0
+6319-IEJWJ,Male,0,Yes,Yes,20.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.2,1776.55,0
+9025-AOMKI,Female,0,No,No,6.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),93.55,536.4,0
+6339-TBELP,Male,0,No,No,71.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),86.4,6172.0,0
+7964-YESJC,Female,0,Yes,No,24.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,66.3,1559.45,0
+6173-GOLSU,Male,1,Yes,No,67.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.65,6079.0,0
+5275-SQEIZ,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,80.85,80.85,0
+7716-YTYHG,Female,0,Yes,Yes,48.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,One year,Yes,Mailed check,82.05,4029.95,0
+9938-ZREHM,Female,0,Yes,No,37.0,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,One year,No,Mailed check,72.1,2658.4,0
+7950-XWOVN,Male,0,No,No,11.0,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,34.7,383.55,0
+4390-KYULV,Male,0,Yes,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.55,51.15,0
+4647-MUZON,Female,0,Yes,No,18.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.95,1745.5,0
+9702-AIUJO,Male,0,Yes,Yes,50.0,Yes,No,DSL,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),44.8,2230.85,0
+8849-PRIQJ,Female,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,109.4,7281.6,0
+8851-RAGOV,Female,0,Yes,No,25.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,71.05,1837.7,0
+1304-NECVQ,Female,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.55,149.55,0
+5396-IZEPB,Male,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,180.7,0
+1729-VLAZJ,Female,0,No,Yes,10.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,40.25,411.45,0
+8285-ABVLB,Female,0,Yes,No,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1328.35,0
+0701-TJSEF,Male,0,No,No,9.0,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),68.25,576.95,0
+5712-VBOXD,Female,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.15,68.45,0
+6629-LADHQ,Female,0,No,No,2.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.95,123.05,0
+8945-GRKHX,Female,0,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,78.65,78.65,0
+1559-DTODC,Male,0,No,No,19.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.15,468.35,0
+4797-MIWUM,Male,0,Yes,Yes,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.25,174.7,0
+6959-UWKHF,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,42.9,42.9,0
+8720-RQSBJ,Male,1,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.0,44.0,0
+4537-CIBHB,Female,0,Yes,Yes,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,172.35,0
+3815-SLMEF,Female,0,No,No,3.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,34.25,139.35,0
+5154-VEKBL,Female,0,No,No,9.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Mailed check,58.5,539.85,0
+4324-AHJKS,Female,0,No,No,5.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),55.8,300.4,0
+4355-CVPVS,Female,0,Yes,Yes,56.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Bank transfer (automatic),88.9,4968.0,0
+4495-LHSSK,Female,0,No,Yes,18.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,57.65,992.7,0
+5655-JSMZM,Male,1,No,No,49.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.2,4718.25,0
+5915-ANOEI,Male,0,Yes,No,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,79.15,5536.5,0
+9861-PDSZP,Female,0,No,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.05,7806.6,0
+4505-EXZHB,Female,1,No,No,6.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,74.4,434.1,0
+7225-CBZPL,Male,1,Yes,No,17.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.8,1563.9,0
+6704-UTUKK,Male,0,Yes,No,29.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,45.9,1332.4,0
+4587-VVTOX,Female,0,Yes,No,6.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.3,545.2,0
+2019-HDCZY,Male,0,Yes,No,63.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Electronic check,102.6,6296.75,0
+4652-NNHNY,Male,0,Yes,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),73.85,1284.2,0
+8788-DOXSU,Male,0,No,No,59.0,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),61.35,3645.5,0
+7404-JLKQG,Female,0,No,No,3.0,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,57.55,161.45,0
+7421-ZLUPA,Female,0,No,No,8.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,29.25,226.95,0
+8972-HJWNV,Female,1,Yes,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.55,646.85,0
+3274-NSDWE,Female,0,No,No,68.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,1441.65,0
+2632-IVXVF,Female,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),111.75,7511.3,0
+3692-JHONH,Female,1,Yes,No,52.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.5,5621.85,0
+8915-NNTRC,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),107.7,7919.8,0
+5914-GXMDA,Female,0,Yes,No,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.3,593.2,0
+7463-IFMQU,Female,0,Yes,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.05,1423.65,0
+2920-RNCEZ,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.95,69.95,0
+2541-YGPKE,Male,0,Yes,Yes,42.0,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,No,Credit card (automatic),63.7,2763.35,0
+8515-OCTJS,Female,0,No,No,25.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,692.1,0
+5382-TEMLV,Male,0,No,No,45.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.9,2298.55,0
+3441-CGZJH,Female,0,Yes,Yes,43.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),60.4,2640.55,0
+9592-ERDKV,Male,0,Yes,No,37.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Mailed check,79.25,2911.8,0
+2860-RANUS,Female,1,No,No,20.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.8,1727.5,0
+5261-QSHQM,Female,0,No,No,4.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.45,86.6,0
+4778-IZARL,Male,0,Yes,No,63.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.1,6705.7,0
+0432-CAJZV,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,90.7,237.65,0
+7008-LZVOZ,Male,0,Yes,Yes,66.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,1672.35,0
+8868-WOZGU,Male,0,No,No,28.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.7,2979.5,0
+1200-TUZHR,Female,1,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.2,695.75,0
+9365-CSLBQ,Male,0,No,Yes,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.35,1654.6,0
+1334-FJSVR,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.25,24.25,0
+5884-FBCTL,Female,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.1,1857.85,0
+7130-CTCUS,Male,1,Yes,No,16.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),54.55,825.1,0
+6242-FEGFD,Male,0,Yes,No,66.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,96.6,6424.25,0
+7625-XCQRH,Female,0,No,No,11.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.5,837.95,0
+6194-HBGQN,Male,0,No,No,51.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),81.15,4126.2,0
+7634-WSWDB,Female,0,No,Yes,8.0,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,38.5,330.8,0
+6986-IXNDM,Male,0,No,No,14.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.9,1337.45,0
+1731-TVIUK,Female,0,No,No,4.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,93.5,362.2,0
+2987-BJXIK,Female,0,No,No,70.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Mailed check,84.7,5991.05,0
+9769-TSBZE,Female,0,No,Yes,70.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Electronic check,66.0,4891.5,0
+0406-BPDVR,Female,1,Yes,No,54.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),101.5,5373.1,0
+0618-XWMSS,Male,0,No,Yes,28.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,2068.55,0
+1395-WSWXR,Male,0,No,No,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,487.05,0
+6023-GSSXW,Female,0,Yes,No,69.0,Yes,No,DSL,No,Yes,No,No,No,Yes,Two year,Yes,Credit card (automatic),61.45,4131.2,0
+6752-APNJL,Male,0,Yes,Yes,42.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.5,2301.15,0
+5276-KQWHG,Female,1,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,131.65,0
+0420-HLGXF,Female,1,No,No,39.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.75,4036.0,0
+7446-KQISO,Male,0,Yes,Yes,45.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.75,4900.65,0
+9823-EALYC,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),80.85,5727.45,0
+0582-AVCLN,Female,0,No,No,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.3,743.05,0
+5803-NQJZO,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),67.8,4804.65,0
+2565-JSLRY,Male,0,No,No,1.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.05,24.05,0
+2607-DHDAK,Male,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1414.65,0
+1073-XXCZD,Male,0,Yes,No,55.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.7,1443.65,0
+0743-HRVFF,Female,0,Yes,Yes,51.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,56.15,2898.95,0
+4006-HKYHO,Male,0,No,No,63.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.7,5309.5,0
+3727-JEZTU,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,0
+8143-ETQTI,Female,0,Yes,Yes,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.65,451.55,0
+6689-KXGBO,Female,0,No,No,1.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,50.55,50.55,0
+9667-TKTVZ,Female,0,No,No,2.0,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,54.35,117.05,0
+3657-COGMW,Female,1,No,No,52.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),108.1,5839.3,0
+8570-KLJYJ,Female,0,No,No,36.0,Yes,Yes,DSL,Yes,No,No,No,No,No,One year,No,Mailed check,54.45,1893.5,0
+7754-IXRMC,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.35,45.35,0
+9473-CBZOP,Female,0,No,No,28.0,Yes,Yes,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,59.0,1654.45,0
+2969-WGHQO,Female,0,Yes,Yes,7.0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Electronic check,69.45,477.05,0
+6615-NGGZJ,Male,0,No,No,14.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.55,1415.55,0
+4334-HOWRP,Male,1,Yes,No,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.95,4546.0,0
+4255-DDUOU,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,20.5,0
+5863-OOKCL,Female,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.85,163.2,0
+1686-STUHN,Male,0,No,No,42.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,849.9,0
+1329-VHWNP,Female,0,No,No,7.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),25.05,189.95,0
+2984-MIIZL,Male,0,No,No,4.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.8,321.9,0
+0266-GMEAO,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.3,8058.55,0
+5590-YRFJT,Female,0,Yes,No,20.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.45,482.8,0
+5574-NXZIU,Male,0,No,No,63.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),109.2,7049.75,0
+0019-GFNTW,Female,0,No,No,56.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),45.05,2560.1,0
+4256-ZWTZI,Female,0,No,Yes,5.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,51.0,286.8,0
+8309-PPCED,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.45,7982.5,0
+4098-NAUKP,Male,1,Yes,Yes,68.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.65,5683.6,0
+5196-WPYOW,Male,0,Yes,Yes,67.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,60.05,3994.05,0
+4608-LCIMN,Male,0,Yes,Yes,8.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.65,369.15,0
+1485-YDHMM,Male,0,Yes,Yes,52.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),93.25,4631.7,0
+4054-CUMIA,Female,0,Yes,Yes,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,401.95,0
+0603-TPMIB,Female,0,Yes,Yes,59.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.45,1534.05,0
+2525-GVKQU,Female,0,No,No,60.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.6,1093.0,0
+8161-QYMTT,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.1,701.3,0
+9581-GVBXT,Male,0,Yes,Yes,59.0,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,34.8,1980.3,0
+5862-BRIXZ,Male,0,No,No,46.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.75,2893.4,0
+5404-GGUKR,Male,0,No,No,5.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,51.35,262.3,0
+3308-JSGML,Male,1,Yes,No,59.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.05,3886.85,0
+2126-GSEGL,Female,0,Yes,No,70.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.8,5917.55,0
+3677-TNKIO,Female,0,No,No,14.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),71.0,914.0,0
+0440-QEXBZ,Female,0,No,No,44.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,2139.1,0
+2434-EEVDB,Female,0,Yes,No,64.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),94.6,5948.7,0
+6762-QVYJO,Female,0,Yes,Yes,58.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,59.75,3624.35,0
+6199-IWKGC,Female,1,Yes,No,46.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,No,Electronic check,100.25,4753.85,0
+2675-DHUTR,Male,1,Yes,No,58.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.9,5780.7,0
+8152-VETUR,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Credit card (automatic),97.7,6869.7,0
+9667-EQRXU,Female,1,No,No,30.0,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,40.3,1172.95,0
+7446-YPODE,Male,1,No,No,11.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),60.25,662.95,0
+9522-BNTHX,Female,1,No,No,34.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,56.25,1765.95,0
+4676-WLUHT,Male,0,No,No,54.0,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Two year,No,Bank transfer (automatic),46.2,2431.95,0
+3329-WDIOK,Female,0,No,No,3.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.6,155.35,0
+7980-MHFLQ,Female,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.9,1859.2,0
+2873-ZLIWT,Female,0,Yes,Yes,40.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,84.85,3303.05,0
+3415-TAILE,Female,0,Yes,Yes,2.0,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,65.7,134.35,0
+0757-WCUUZ,Male,0,Yes,Yes,54.0,Yes,Yes,DSL,No,No,Yes,No,No,Yes,Two year,No,Credit card (automatic),63.35,3409.1,0
+1629-DQQVB,Female,0,No,No,14.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),50.1,709.5,0
+1915-IOFGU,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.5,70.5,0
+3045-XETSH,Female,0,No,No,10.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.85,953.45,0
+0374-AACSZ,Female,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,50.15,50.15,0
+7239-HZZCX,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,0
+4872-VXRIL,Male,0,No,No,56.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),64.65,3665.55,0
+9140-CZQZZ,Female,0,Yes,No,68.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.6,5515.8,0
+3423-HHXAO,Female,0,Yes,Yes,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.5,272.0,0
+9938-TKDGL,Male,0,Yes,Yes,68.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,99.55,6668.0,0
+0531-ZZJWQ,Male,1,Yes,No,55.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.0,4052.4,0
+6537-QLGEX,Female,0,No,No,16.0,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,38.9,664.4,0
+2688-BHGOG,Male,1,No,No,9.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.55,718.55,0
+7683-CBDKJ,Male,0,Yes,Yes,14.0,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,65.45,937.6,0
+0946-CLJTI,Male,1,Yes,No,58.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,5812.6,0
+3160-TYXLT,Male,0,No,No,53.0,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),46.3,2546.85,0
+1325-USMEC,Male,0,Yes,No,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),99.35,6944.5,0
+0916-QOFDP,Female,1,Yes,Yes,14.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.8,1346.3,0
+0628-CNQRM,Male,0,Yes,Yes,22.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),67.5,1544.05,0
+5606-AMZBO,Female,0,Yes,No,10.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),78.15,765.15,0
+6199-IPCAO,Female,0,Yes,Yes,29.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.1,692.55,0
+7665-TOALD,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,0
+0112-QWPNC,Male,0,Yes,No,49.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,84.35,4059.35,0
+0324-BRPCJ,Female,1,Yes,No,68.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,6851.65,0
+2777-PHDEI,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.05,78.05,0
+5640-CAXOA,Female,0,No,No,30.0,No,No phone service,DSL,No,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),40.35,1187.05,0
+2235-EZAIK,Female,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),79.2,5401.9,0
+3847-BAERP,Female,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.9,247.0,0
+1196-AMORA,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,73.6,520.0,0
+4282-YMKNA,Female,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.75,706.6,0
+1453-RZFON,Female,0,No,Yes,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,49.9,49.9,0
+8263-OKETD,Female,0,No,No,20.0,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),68.9,1370.35,0
+0670-KDOMA,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,0
+2476-YGEFM,Female,0,No,No,29.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),76.0,2215.25,0
+8687-BAFGU,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,74.0,74.0,0
+0641-EVBOJ,Male,0,No,No,3.0,Yes,No,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,82.3,214.4,0
+0829-XXPLX,Female,0,No,No,20.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.4,1871.15,0
+9974-JFBHQ,Male,0,No,Yes,64.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.15,6171.2,0
+5356-RHIPP,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,0
+6624-JDRDS,Female,0,No,No,6.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),29.45,161.45,0
+0608-JDVEC,Male,0,Yes,No,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.8,1013.2,0
+9780-FKVVF,Male,0,No,No,6.0,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),59.15,336.7,0
+1919-RTPQD,Male,0,Yes,Yes,7.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.75,333.65,0
+5214-NLTIT,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),90.8,6511.8,0
+3345-PBBFH,Male,0,Yes,No,8.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.55,393.45,0
+5055-BRMNE,Female,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),106.7,7009.5,0
+9189-JWSHV,Female,1,Yes,No,24.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.55,2264.05,0
+2190-PHBHR,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Two year,Yes,Credit card (automatic),94.45,6921.7,0
+2650-GYRYL,Male,0,Yes,Yes,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.45,600.25,0
+0746-JTRFU,Male,0,No,No,2.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.05,56.35,0
+5208-FVQKB,Male,0,Yes,No,70.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Mailed check,67.95,4664.15,0
+7184-LRUUR,Female,0,No,No,22.0,Yes,No,DSL,No,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),65.25,1441.8,0
+6627-CFOSN,Female,0,No,No,59.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),99.45,5623.7,0
+3982-JGSFD,Male,0,No,No,36.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.35,695.85,0
+1574-DYCWE,Female,0,Yes,Yes,51.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,1028.75,0
+7247-XOZPB,Male,0,Yes,No,53.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),77.4,4155.95,0
+2466-FCCPT,Female,0,Yes,Yes,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.7,395.6,0
+6211-WWLTF,Male,0,Yes,No,63.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),99.7,6330.4,0
+4826-TZEVA,Female,0,No,No,40.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),74.8,2971.7,0
+6016-NXBNJ,Male,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.15,638.0,0
+9138-EFSMO,Male,0,Yes,Yes,26.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,One year,No,Bank transfer (automatic),78.95,2034.25,0
+0576-WNXXC,Male,1,Yes,No,27.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.55,2510.2,0
+4632-XJMEX,Male,0,No,Yes,53.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),62.85,3419.5,0
+8910-LEDAG,Male,1,Yes,No,34.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),71.55,2427.35,0
+3452-GWUIN,Female,1,Yes,No,19.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.95,1760.25,0
+2716-GFZOR,Male,0,Yes,No,43.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),86.1,3551.65,0
+3724-UCSHY,Male,0,Yes,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,122.9,0
+8626-XHBIE,Male,0,No,Yes,56.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1424.2,0
+4628-CTTLA,Male,0,No,No,57.0,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,39.3,2111.45,0
+3192-LNKRK,Male,0,Yes,Yes,34.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,84.05,2909.95,0
+4439-YRNVD,Female,0,No,No,10.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,36.25,374.0,0
+2876-VBBBL,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,0
+6834-NXDCA,Female,0,No,No,13.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,23.9,300.8,0
+2208-UGTGR,Male,0,No,No,56.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,98.6,5581.05,0
+3005-TYFRD,Female,0,Yes,No,55.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),103.65,5676.65,0
+8670-MEFCP,Female,0,Yes,Yes,36.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),92.9,3379.25,0
+3079-BCHLN,Male,0,Yes,No,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.9,942.95,0
+7777-UNYHB,Female,0,Yes,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.1,232.4,0
+5597-GLBUC,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,85.45,85.45,0
+7278-CKDNC,Male,1,No,No,24.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.5,2088.45,0
+2748-MYRVK,Female,0,No,No,63.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),99.9,6137.0,0
+8450-UYIBU,Female,1,No,No,35.0,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,39.85,1434.6,0
+2969-VAPYH,Female,0,No,No,67.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),60.5,3870.0,0
+4822-YCXMX,Male,0,No,No,25.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.8,2043.45,0
+7181-OQCUT,Male,0,No,No,21.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,103.85,2215.0,0
+8474-UMLNT,Female,0,No,No,13.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),67.8,842.25,0
+9821-POOTN,Male,0,Yes,No,35.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.2,2576.2,0
+3836-FZSDJ,Male,1,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.85,1901.0,0
+9142-XMYJH,Female,0,No,No,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.35,601.6,0
+6559-ILWKJ,Male,0,Yes,No,71.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Two year,No,Electronic check,49.35,3515.25,0
+0187-QSXOE,Male,1,Yes,No,7.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.0,605.45,0
+7733-UDMTP,Female,1,No,No,57.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,55.0,3094.05,0
+2649-HWLYB,Male,0,Yes,No,65.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),76.15,4929.55,0
+5214-CHIWJ,Male,0,No,No,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,595.05,0
+4229-CZMLL,Male,0,No,No,6.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,469.8,0
+6904-JLBGY,Female,1,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),117.35,8436.25,0
+2465-BLLEU,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.75,19.75,0
+1685-VAYJF,Male,0,No,No,11.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),45.2,492.0,0
+8874-EJNSR,Male,0,Yes,Yes,39.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.2,987.95,0
+6917-YACBP,Female,1,No,No,59.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,89.75,5496.9,0
+5049-MUBWG,Male,0,No,No,26.0,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),75.0,1908.35,0
+4223-WOZCM,Male,1,No,No,2.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,49.95,107.1,0
+0769-MURVM,Female,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),65.7,4575.35,0
+9253-VIFJQ,Male,0,Yes,No,65.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,One year,No,Credit card (automatic),67.05,4309.55,0
+7030-FZTFM,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),110.9,7922.75,0
+9741-YLNTD,Male,0,No,No,6.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),87.95,522.35,0
+5917-RYRMG,Male,1,No,No,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,587.7,0
+5120-ZBLAI,Female,0,Yes,No,50.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),75.7,3876.2,0
+1194-BHJYC,Male,0,Yes,No,61.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,62.15,3778.85,0
+3663-MITLP,Female,0,No,No,15.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,1457.25,0
+0906-QVPMS,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),115.15,8349.45,0
+9025-ZRPVR,Male,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.95,185.6,0
+1905-OEILC,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,19.5,0
+7858-GTZSP,Female,0,No,No,12.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.55,1066.9,0
+3285-UCQVC,Female,0,No,No,37.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),28.6,973.55,0
+6248-BSHKG,Male,0,Yes,Yes,61.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.4,1226.45,0
+4685-TFLLS,Male,0,Yes,Yes,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,342.3,0
+3470-BTGQO,Male,0,No,Yes,21.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.65,985.05,0
+1209-VFFOC,Male,0,Yes,Yes,68.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,56.4,3948.45,0
+8224-DWCKX,Male,1,No,No,12.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.3,828.05,0
+5482-PLVPE,Female,1,No,No,2.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.35,41.85,0
+4553-DVPZG,Female,0,Yes,No,62.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,6164.7,0
+4902-OHLSK,Female,1,No,No,29.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,98.65,2862.75,0
+6917-IAYHD,Male,0,No,Yes,1.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,33.6,33.6,0
+0495-ZBNGW,Male,1,Yes,No,5.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.9,343.95,0
+8620-RJPZN,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.7,20.7,0
+7572-KPVKK,Male,0,No,Yes,62.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,104.05,6590.5,0
+2642-MAWLJ,Female,0,Yes,Yes,36.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.25,717.95,0
+2357-COQEK,Female,1,No,No,28.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.3,2890.65,0
+7103-ZGVNT,Female,0,Yes,Yes,69.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),73.7,4885.85,0
+3737-GCSPV,Female,0,Yes,No,11.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),96.2,1222.05,0
+2027-WKXMW,Female,0,Yes,No,63.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,108.75,6871.7,0
+7137-NAXML,Male,0,No,No,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.15,405.6,0
+2428-ZMCTB,Male,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.75,208.25,0
+2961-VNFKL,Female,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.95,1801.9,0
+1768-HNVGJ,Female,1,No,No,45.0,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,70.05,3062.45,0
+6963-KQYQB,Female,0,Yes,Yes,70.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.05,1764.75,0
+5934-RMPOV,Female,0,No,Yes,22.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.75,1816.75,0
+1207-BLKSA,Female,0,Yes,Yes,52.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.05,1255.1,0
+4088-YLDSU,Male,0,Yes,No,55.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,104.15,5743.05,0
+8316-BBQAY,Female,0,No,No,65.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),59.95,3921.1,0
+1166-PQLGG,Female,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.55,1463.45,0
+3146-JTQHR,Male,0,Yes,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.6,189.45,0
+4291-YZODP,Female,0,No,Yes,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,96.8,0
+4395-PZMSN,Male,1,No,No,5.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.55,408.5,0
+6427-FEFIG,Female,0,Yes,Yes,24.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),78.6,1846.65,0
+0017-IUDMW,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.8,8456.75,0
+8706-HRADD,Male,0,No,No,21.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,43.55,1011.5,0
+9955-QOPOY,Male,0,Yes,No,69.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),60.8,4263.4,0
+4385-ZKVNW,Male,0,Yes,Yes,44.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),54.9,2549.1,0
+5446-DKWYW,Female,1,Yes,Yes,61.0,Yes,Yes,DSL,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,65.2,3965.05,0
+2034-CGRHZ,Male,1,No,No,24.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.95,2496.7,0
+5797-APWZC,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.6,90.6,0
+3683-QKIUE,Female,0,No,No,6.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),50.8,288.05,0
+4228-ZGYUW,Male,0,No,No,4.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.05,368.1,0
+9031-ZVQPT,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.2,7840.6,0
+2990-IAJSV,Male,0,No,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),92.0,6632.75,0
+8107-KNCIM,Male,1,Yes,No,14.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.1,1013.35,0
+9027-YFHQJ,Male,0,No,No,7.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.05,152.95,0
+5176-LDKUH,Female,0,No,No,48.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,One year,No,Electronic check,75.15,3772.65,0
+4644-OBGFZ,Male,0,Yes,Yes,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,1026.35,0
+7926-IJOOU,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.3,19.3,0
+6480-YAGIY,Male,0,No,No,45.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),112.2,5031.85,0
+4029-HPFVY,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.3,220.4,0
+7602-DBTOU,Female,0,Yes,No,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,1416.5,0
+5345-BMKWB,Male,0,Yes,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,158.35,0
+3519-ZKXGG,Female,0,Yes,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.85,256.6,0
+5457-COLHT,Male,0,Yes,Yes,69.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),80.65,5542.55,0
+6416-TVAIH,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.5,68.5,0
+5451-YHYPW,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.75,8443.7,0
+5108-ADXWO,Male,0,No,No,11.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.5,791.75,0
+7998-WNZEM,Male,0,No,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),80.6,5708.2,0
+3066-RRJIO,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.95,69.95,0
+4664-NJCMS,Female,0,Yes,No,33.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),59.55,2016.3,0
+0307-BCOPK,Female,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.05,326.65,0
+7629-WFGLW,Female,1,Yes,No,56.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,No,Electronic check,95.65,5471.75,0
+2542-HYGIQ,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.95,19.95,0
+6715-OFDBP,Male,0,No,No,5.0,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,70.05,346.4,0
+5016-LIPDW,Male,0,Yes,Yes,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.4,1061.6,0
+6481-LXPWL,Male,0,Yes,Yes,56.0,No,No phone service,DSL,No,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),36.1,1971.5,0
+1567-DSCIC,Male,0,No,No,8.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,94.0,773.65,0
+2150-UWTFY,Female,0,Yes,Yes,22.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,61.15,1422.05,0
+6124-ACRHJ,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,0
+9362-MWODR,Female,0,No,Yes,40.0,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),64.1,2460.35,0
+9975-GPKZU,Male,0,Yes,Yes,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.75,856.5,0
+9625-RZFUK,Male,0,Yes,Yes,63.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,1275.85,0
+5153-LXKDT,Male,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,110.2,7467.5,0
+5161-UBZXI,Male,0,Yes,Yes,69.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),106.35,7261.75,0
+1020-JPQOW,Female,0,Yes,No,56.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,90.55,5116.6,0
+7919-ZODZZ,Female,0,Yes,Yes,10.0,Yes,No,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Mailed check,65.9,660.05,0
+0565-JUPYD,Male,0,No,No,63.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,No,Credit card (automatic),104.5,6590.8,0
+6867-ACCZI,Female,0,Yes,Yes,24.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,52.5,1208.15,0
+5939-XAIXZ,Female,0,No,No,19.0,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,56.1,1033.9,0
+9054-FOWNV,Male,0,Yes,Yes,22.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,88.75,1885.15,0
+2683-BPJSO,Male,0,Yes,No,29.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,84.45,2467.1,0
+2157-MXBJS,Male,0,Yes,No,13.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,75.3,989.45,0
+8207-VVMYB,Female,0,Yes,No,70.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26.0,2006.95,0
+9732-EQMWY,Female,0,Yes,No,49.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,99.4,5025.0,0
+9360-AHGNL,Female,1,Yes,No,43.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,109.55,4830.25,0
+1087-UDSIH,Female,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,59.75,0
+5269-NRGDP,Male,0,Yes,Yes,42.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,73.15,3088.25,0
+6195-MELTI,Male,0,No,No,57.0,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Mailed check,54.65,3134.7,0
+5485-WUYWF,Male,1,No,No,2.0,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),66.4,94.55,0
+2121-JAFOM,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.55,8312.4,0
+8818-DOPVL,Female,1,No,No,46.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.45,4863.85,0
+2632-UCGVD,Male,1,Yes,No,66.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.05,6871.9,0
+5445-PZWGX,Male,0,No,No,62.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,No,Electronic check,102.0,6529.25,0
+1227-UDMZR,Female,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),91.15,6637.9,0
+5198-HQAEN,Male,0,Yes,Yes,35.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,89.7,3165.6,0
+9170-CCKOU,Male,0,Yes,No,17.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Credit card (automatic),90.2,1454.15,0
+2167-FQSTQ,Female,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,92.4,6786.1,0
+2819-GWENI,Female,0,Yes,Yes,28.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,543.0,0
+1043-YCUTE,Male,0,Yes,No,56.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.15,1327.15,0
+3814-MLAXC,Female,0,No,No,31.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),79.85,2404.15,0
+3572-UUHRS,Male,0,No,No,45.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),18.85,867.3,0
+2692-PFYTJ,Female,0,No,No,1.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.75,25.75,0
+1226-UDFZR,Female,0,No,No,2.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,49.6,114.7,0
+5955-EPOAZ,Female,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.95,109.5,0
+6821-JPCDC,Female,0,Yes,No,48.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,97.05,4692.95,0
+8815-LMFLX,Male,0,Yes,Yes,25.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.4,546.85,0
+9135-HSWOC,Male,0,Yes,Yes,64.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.7,1274.05,0
+8582-KRHPJ,Male,0,No,No,50.0,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,35.0,1782.4,0
+5811-IWXYM,Female,0,Yes,Yes,52.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),101.25,5301.1,0
+7044-YAACC,Male,1,Yes,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,280.35,0
+8189-XRIKE,Female,1,No,No,32.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.95,2897.95,0
+1506-YJTYT,Male,0,Yes,Yes,45.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),73.85,3371.0,0
+4123-DVHPH,Male,0,Yes,No,9.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,88.05,801.3,0
+6425-YQLLO,Female,1,Yes,No,66.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.95,6975.25,0
+5442-UTCVD,Male,0,No,Yes,3.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,91.85,257.05,0
+2228-BZDEE,Female,0,No,No,54.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,1079.45,0
+7734-DBOAI,Female,0,Yes,Yes,1.0,No,No phone service,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,40.1,40.1,0
+2789-CZANW,Female,0,Yes,Yes,64.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),110.3,6997.3,0
+2091-RFFBA,Female,1,No,No,31.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.9,2217.15,0
+2114-MGINA,Female,0,No,No,14.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,89.8,1129.1,0
+7596-LDUXP,Female,0,No,No,12.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,One year,Yes,Credit card (automatic),85.15,979.05,0
+3740-RLMVT,Male,1,Yes,No,67.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),60.95,4119.4,0
+4489-SNOJF,Female,0,Yes,Yes,35.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,72.25,2568.55,0
+2192-OZITF,Female,0,No,No,45.0,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Two year,No,Mailed check,73.55,3349.1,0
+5651-CPDND,Male,0,No,No,10.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46.0,492.1,0
+2186-QZEYA,Female,1,No,No,29.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),58.55,1718.95,0
+1131-ALZWV,Female,0,No,No,24.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.6,605.25,0
+7729-XBTWX,Male,0,Yes,Yes,66.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.75,1344.5,0
+9134-WYRVP,Male,0,No,No,51.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,One year,No,Mailed check,86.35,4267.15,0
+3284-SVCRO,Female,0,Yes,No,45.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.5,1121.05,0
+9732-OUYRN,Female,0,Yes,No,49.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.0,918.7,0
+0559-CKHUS,Female,0,Yes,No,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.55,521.8,0
+2931-SVLTV,Male,0,Yes,Yes,40.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),110.1,4469.1,0
+6899-PPEEA,Female,1,No,No,37.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.55,3580.3,0
+7504-UWHNB,Male,0,No,No,25.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.75,1729.35,0
+2582-FFFZR,Female,0,No,No,22.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.6,1073.3,0
+8908-NMQTX,Male,0,No,No,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.6,4566.5,0
+2187-LZGPL,Female,0,No,No,7.0,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),40.1,293.3,0
+1431-AIDJQ,Male,0,Yes,Yes,33.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),82.1,2603.1,0
+6288-LBEAR,Female,0,No,No,23.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,79.1,1783.75,0
+4597-NUCQV,Male,1,No,No,24.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,2440.15,0
+9019-QVLZD,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,79.55,79.55,0
+8413-YNHNV,Male,0,No,No,69.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,90.65,6322.1,0
+5808-TOTXO,Female,0,No,Yes,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,57.4,0
+4369-NYSCF,Male,0,No,No,56.0,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),75.75,4284.65,0
+6333-YDVLT,Male,0,No,No,65.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),110.0,7138.65,0
+5324-KTGCG,Male,0,Yes,No,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.85,1539.75,0
+5599-HVLTW,Female,1,No,No,14.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.35,1058.1,0
+7394-LWLYN,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,123.8,0
+3707-LRWZD,Female,0,No,No,32.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,No,Electronic check,84.05,2781.85,0
+6873-UDNLD,Male,0,No,No,40.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,67.45,2731.0,0
+2700-LUEVA,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.75,20.75,0
+1455-ESIQH,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.1,89.1,0
+0958-YHXGP,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.9,497.3,0
+1101-SSWAG,Female,0,Yes,No,15.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,51.1,711.15,0
+2979-SXESE,Female,0,Yes,Yes,17.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,94.4,1607.2,0
+4013-TLDHQ,Male,0,No,No,19.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.25,1490.95,0
+5743-KHMNA,Male,0,No,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.55,1898.1,0
+4194-FJARJ,Female,0,Yes,Yes,54.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),60.0,3273.95,0
+5325-UWTWJ,Male,0,Yes,No,31.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),90.55,2929.75,0
+3969-GYXEL,Female,0,No,No,11.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,76.4,838.7,0
+9208-OLGAQ,Female,1,No,No,18.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,84.95,1443.65,0
+3244-CQPHU,Female,1,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.1,7746.7,0
+2674-MLXMN,Female,1,No,No,71.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.65,6951.15,0
+9708-HPXWZ,Male,1,No,No,5.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,No,Credit card (automatic),45.4,214.75,0
+6992-TKNYO,Male,0,Yes,No,38.0,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),69.0,2669.45,0
+4468-YDOVK,Male,0,No,Yes,5.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),48.65,235.2,0
+3754-DXMRT,Male,1,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.15,92.65,0
+5792-JALQC,Female,1,No,No,52.0,Yes,Yes,DSL,Yes,No,Yes,No,No,No,Two year,No,Bank transfer (automatic),59.85,3103.25,0
+7130-VTEWQ,Female,1,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.75,606.25,0
+2200-DSAAL,Female,0,No,No,68.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,80.65,5330.2,0
+4302-ZYFEL,Male,0,Yes,Yes,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,1403.1,0
+9351-LZYGF,Female,0,Yes,No,42.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),66.4,2727.8,0
+4366-CTOUZ,Female,0,No,No,50.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,100.2,5038.45,0
+6121-VZNQB,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.1,19.1,0
+7903-CMPEY,Male,1,Yes,No,1.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.3,80.3,0
+1518-OMDIK,Male,0,Yes,No,33.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.55,1462.6,0
+6671-NGWON,Female,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,150.6,0
+0595-ITUDF,Male,0,Yes,Yes,64.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,91.8,5960.5,0
+6996-KNSML,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.9,74.9,0
+1955-IBMMB,Male,0,No,No,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.2,1192.3,0
+0096-BXERS,Female,0,Yes,No,6.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,50.35,314.55,0
+3806-YAZOV,Female,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.8,56.0,0
+7998-ZLXWN,Female,0,Yes,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.45,330.8,0
+6253-WRFHY,Male,0,Yes,Yes,13.0,Yes,No,DSL,No,No,No,No,Yes,Yes,One year,Yes,Electronic check,64.75,877.35,0
+9133-AYJZG,Female,0,No,No,23.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.7,2249.1,0
+2675-OTVVJ,Male,1,Yes,No,31.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,89.45,2807.65,0
+8680-CGLTP,Male,0,No,No,29.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Electronic check,58.75,1696.2,0
+8430-TWCBX,Female,0,Yes,No,49.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.7,1032.05,0
+5018-GWURO,Female,0,Yes,No,56.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.6,4902.8,0
+6741-QRLUP,Female,0,No,No,63.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),80.3,4995.35,0
+4737-HOBAX,Male,0,Yes,No,63.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),79.8,5034.05,0
+0537-QYZZN,Male,1,Yes,Yes,24.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.85,1857.75,0
+3340-QBBFM,Male,1,Yes,No,36.0,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,No,Credit card (automatic),54.1,1992.85,0
+1704-NRWYE,Female,1,No,No,9.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.85,751.65,0
+2592-SEIFQ,Male,0,No,No,3.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.75,66.95,0
+8200-KLNYW,Female,0,Yes,No,21.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,80.9,1714.95,0
+3372-CDXFJ,Male,0,Yes,Yes,13.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.5,343.6,0
+4781-ZXYGU,Male,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.15,20.15,0
+7632-YUTXB,Female,0,Yes,Yes,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,520.1,0
+2718-YSKCS,Male,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.6,1387.45,0
+9896-UYMIE,Male,0,No,No,66.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),114.3,7383.7,0
+0853-NWIFK,Female,0,No,No,45.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,100.3,4483.95,0
+8212-CRQXP,Female,0,Yes,No,22.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),80.0,1706.45,0
+6980-CDGFC,Female,0,Yes,No,67.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.85,1327.4,0
+7691-XVTZH,Female,0,Yes,No,68.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),89.95,5974.3,0
+7481-ATQQS,Female,1,No,No,49.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.85,4515.85,0
+2277-VWCNI,Female,1,No,No,4.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,48.75,179.85,0
+1088-CNNKB,Male,0,Yes,No,63.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),80.0,5040.2,0
+8642-GVWRF,Female,0,Yes,No,2.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),79.7,165.0,0
+1930-BZLHI,Male,0,No,No,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.35,422.7,0
+3400-ESFUW,Male,0,Yes,Yes,55.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),57.55,3046.4,0
+5868-YTYKS,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,0
+3525-DVKFN,Female,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,358.05,0
+1482-OXZSY,Male,0,No,No,30.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.4,2936.25,0
+0377-JBKKT,Male,0,Yes,Yes,22.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,57.95,1271.8,0
+5778-BVOFB,Female,0,No,No,9.0,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),59.5,530.05,0
+3373-YZZYM,Male,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.2,19.2,0
+2057-ZBLPD,Female,0,Yes,No,21.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.5,1808.7,0
+0228-MAUWC,Male,0,No,No,19.0,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,59.55,1144.6,0
+5502-RLUYV,Female,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.95,7446.9,0
+0023-HGHWL,Male,1,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.1,25.1,0
+7663-YJHSN,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),103.95,7556.9,0
+4915-BFSXL,Male,0,Yes,Yes,70.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,Two year,No,Credit card (automatic),68.95,4858.7,0
+3086-RUCRN,Female,0,No,No,66.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),103.1,6595.0,0
+5215-LNLDJ,Female,0,Yes,Yes,7.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.7,149.05,0
+7576-JMYWV,Female,1,Yes,Yes,46.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.2,4972.1,0
+9039-RBEEE,Male,0,No,No,39.0,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),48.95,1880.85,0
+0257-KXZGU,Female,0,Yes,Yes,32.0,Yes,Yes,DSL,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),62.45,2045.55,0
+1307-ATKGB,Male,0,No,No,24.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.55,2187.15,0
+8417-FMLZI,Male,0,Yes,Yes,6.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),83.55,477.55,0
+3714-XPXBW,Female,0,No,No,37.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),78.9,2976.95,0
+1850-AKQEP,Male,0,No,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,178.7,0
+2824-DXNKN,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),71.45,5025.85,0
+5227-JSCFE,Male,1,Yes,No,71.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),46.35,3353.4,0
+0848-ZGQIJ,Female,0,Yes,No,16.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.65,1461.15,0
+3621-CHYVB,Female,0,Yes,No,57.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),49.9,2782.4,0
+8042-RNLKO,Male,0,No,No,66.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.45,1699.15,0
+1792-UXAFY,Female,1,No,No,17.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.15,1496.9,0
+5372-FBKBN,Female,0,No,Yes,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,452.2,0
+0420-TXVSG,Male,0,Yes,No,66.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Credit card (automatic),66.1,4428.45,0
+6217-TOWGS,Female,0,Yes,No,17.0,Yes,Yes,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),75.4,1322.55,0
+0515-YPMCW,Male,0,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.45,70.45,0
+0378-XSZPU,Male,0,Yes,No,58.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Credit card (automatic),60.3,3563.8,0
+1045-LTCYT,Female,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.05,139.75,0
+1544-JJMYL,Male,0,No,No,27.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Credit card (automatic),69.35,1927.3,0
+4636-JGAAI,Male,0,Yes,No,34.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,88.85,3000.25,0
+6874-SGLHU,Male,0,No,No,30.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),97.0,3021.3,0
+5951-AOFIH,Male,0,No,No,33.0,Yes,No,DSL,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),66.4,2245.4,0
+4729-XKASR,Male,0,No,Yes,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.75,24.75,0
+3059-NGMXB,Male,0,Yes,Yes,14.0,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,69.2,944.65,0
+8652-YHIYU,Female,0,No,Yes,16.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,Yes,Credit card (automatic),79.5,1264.2,0
+5278-PNYOX,Female,0,No,No,49.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),100.65,4917.75,0
+5449-FIBXJ,Male,0,Yes,Yes,19.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,103.3,2012.7,0
+3486-HOOGQ,Female,0,Yes,Yes,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),79.7,5743.3,0
+5061-PBXFW,Female,0,Yes,Yes,32.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.4,1864.65,0
+8630-FJLIB,Female,0,No,No,18.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,1221.65,0
+3891-NLXJB,Male,0,No,No,37.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,40.55,1390.85,0
+4749-OJKQU,Female,0,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.65,302.35,0
+0577-WHMEV,Female,0,Yes,No,16.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,90.7,1374.9,0
+5453-AXEPF,Male,0,Yes,No,17.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.5,1336.9,0
+3639-XJHKQ,Female,0,No,Yes,19.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,60.6,1297.8,0
+3716-LRGXK,Male,0,Yes,No,60.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),101.15,6067.4,0
+2263-SFSQZ,Male,0,Yes,Yes,51.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.95,1222.25,0
+9950-MTGYX,Male,0,Yes,Yes,28.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.3,487.95,0
+3397-AVTKU,Male,0,No,No,43.0,Yes,No,DSL,No,Yes,No,No,No,Yes,Two year,Yes,Electronic check,60.0,2548.55,0
+4825-FUREZ,Male,0,Yes,No,42.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,20.25,835.5,0
+9837-BMCLM,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.5,242.05,0
+2672-OJQZP,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.75,44.75,0
+0137-UDEUO,Female,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,63.75,0
+3134-DSHVC,Female,0,No,No,63.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,No,Credit card (automatic),98.0,6218.45,0
+6161-UUUTA,Male,1,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.9,260.9,0
+7821-DPRQE,Male,0,Yes,No,68.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,107.7,7320.9,0
+6543-XRMYR,Female,1,No,No,30.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.7,2967.35,0
+2001-EWBQU,Female,0,No,No,60.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,104.7,6333.8,0
+4925-LMHOK,Male,0,No,No,15.0,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),58.6,939.7,0
+1608-GMEWB,Male,1,No,No,45.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),93.9,4200.25,0
+6695-AMZUF,Female,0,Yes,No,70.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.45,5950.2,0
+1455-UGQVH,Male,0,Yes,No,10.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,1037.75,0
+8410-BGQXN,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,93.4,0
+8280-MQRQN,Female,0,No,No,1.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50.45,50.45,0
+1619-YWUBB,Female,0,Yes,No,68.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.95,1614.9,0
+7611-YKYTC,Male,0,Yes,Yes,22.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.0,1573.95,0
+2037-SGXHH,Male,0,Yes,Yes,38.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,94.65,3624.3,0
+3178-FESZO,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.25,100.25,0
+0365-GXEZS,Male,0,Yes,No,18.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,78.2,1468.75,0
+0082-OQIQY,Male,0,No,No,29.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,2607.6,0
+6087-MVHJH,Female,0,No,No,16.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,88.45,1422.1,0
+4603-JANFB,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.85,69.85,0
+3018-TFTSU,Male,0,No,No,12.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),81.7,858.6,0
+3606-SBKRY,Male,0,No,No,31.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,50.05,1523.4,0
+4806-KEXQR,Male,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.9,324.3,0
+0667-NSRGI,Female,0,Yes,No,48.0,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Mailed check,69.55,3435.6,0
+7083-YNSKY,Female,0,No,No,15.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),25.4,399.6,0
+6893-ODYYE,Male,0,No,No,50.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),90.1,4549.45,0
+8242-JSVBO,Male,0,No,No,7.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.65,322.5,0
+2479-BRAMR,Male,1,Yes,No,41.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),83.75,3273.55,0
+9541-ZPSEA,Male,0,Yes,Yes,68.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Two year,No,Credit card (automatic),80.35,5375.15,0
+2665-NPTGL,Female,1,Yes,No,26.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.1,2510.7,0
+1139-WUOAH,Male,0,No,No,57.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),53.35,3090.05,0
+4693-VWVBO,Female,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.55,61.05,0
+7434-SHXLS,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,20.9,0
+6937-GCDGQ,Male,0,Yes,Yes,19.0,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Bank transfer (automatic),48.95,955.6,0
+0988-JRWWP,Female,0,No,No,3.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,54.2,140.4,0
+5075-JSDKI,Female,0,No,No,59.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.45,1493.1,0
+7908-QCBCA,Female,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.4,69.4,0
+8644-XYTSV,Male,0,Yes,No,42.0,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),40.15,1626.05,0
+6711-FLDFB,Female,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,541.15,0
+3873-WOSBC,Male,0,Yes,No,67.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.6,1784.9,0
+7465-ZZRVX,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.35,70.35,0
+7975-JMZNT,Male,0,Yes,No,66.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),91.7,6075.9,0
+7251-XFOIL,Female,0,No,No,61.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,89.2,5500.6,0
+4116-IQRFR,Male,0,Yes,Yes,4.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.1,73.1,0
+3714-JTVOV,Female,1,Yes,No,42.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.15,3229.4,0
+8259-DZLIZ,Female,0,Yes,Yes,64.0,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),53.85,3399.85,0
+0442-ZXKVS,Female,1,Yes,No,54.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),115.6,6431.05,0
+7853-WNZSY,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.75,19.75,0
+3120-FAZKD,Male,0,Yes,Yes,54.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.05,1230.9,0
+8606-OEGQZ,Female,0,No,Yes,18.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.3,454.65,0
+0225-ZORZP,Male,0,No,No,3.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,84.3,235.05,0
+4702-IOQDC,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.1,70.1,0
+9489-JMTTN,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.75,6595.9,0
+0575-CUQOV,Male,1,Yes,No,60.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,97.95,5867.0,0
+0967-BMLBD,Female,0,Yes,Yes,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.0,196.35,0
+6178-KFNHS,Female,0,No,Yes,12.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,78.3,909.25,0
+2830-LEWOA,Male,0,Yes,Yes,61.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),103.9,6449.15,0
+5006-MXVRN,Female,0,No,No,39.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.7,762.45,0
+1264-BYWMS,Male,0,No,No,55.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.8,5283.95,0
+9658-WYUFB,Female,0,No,No,17.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.4,1617.5,0
+8327-WKMIE,Male,0,No,No,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.15,785.75,0
+6917-FIJHC,Female,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,26.0,1776.0,0
+5329-KRDTM,Male,1,Yes,No,72.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),77.35,5396.25,0
+7797-EJMDP,Female,0,No,No,8.0,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),66.05,574.5,0
+3530-VWVGU,Female,0,Yes,Yes,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,400.3,0
+2013-SGDXK,Female,0,No,No,1.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,84.3,84.3,0
+6368-NWMCE,Female,0,No,No,38.0,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),68.15,2656.3,0
+3633-CDBUW,Male,0,No,Yes,17.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,80.85,1445.95,0
+0707-HOVVN,Female,1,No,No,70.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),75.5,5212.65,0
+8580-QVLOC,Female,1,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),92.45,6440.25,0
+3956-MGXOG,Female,0,No,No,28.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.6,2244.95,0
+9274-UARKJ,Female,0,No,No,15.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),83.2,1130.0,0
+4077-HWUYD,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),87.55,6463.15,0
+2012-NWRPA,Female,1,Yes,No,11.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.55,1131.2,0
+8808-ELEHO,Male,1,No,No,8.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.25,585.95,0
+0103-CSITQ,Female,0,Yes,No,57.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.4,6252.7,0
+3506-LCJDC,Male,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.95,19.95,0
+8671-KKKOS,Female,0,Yes,No,46.0,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,45.55,2062.15,0
+7305-ZWMAJ,Male,0,Yes,No,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.7,587.1,0
+9518-XXBXE,Male,1,Yes,No,10.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75.3,720.45,0
+3934-HXCFZ,Male,0,Yes,No,23.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,99.25,2186.4,0
+6578-KRMAW,Male,0,No,No,32.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),93.4,2979.3,0
+4860-IJUDE,Male,0,No,No,13.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.75,956.65,0
+7666-WKRON,Female,0,No,No,39.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Two year,Yes,Electronic check,80.45,3201.55,0
+9688-YGXVR,Female,0,No,No,44.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),88.15,3973.2,0
+0423-UDIJQ,Male,1,No,No,9.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,49.2,447.9,0
+1945-XISKS,Female,0,Yes,No,67.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,1335.2,0
+4910-AQFFX,Male,0,Yes,Yes,9.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.35,661.25,0
+2154-KVJFF,Female,0,No,No,15.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.75,1111.85,0
+5360-LJCNJ,Female,0,Yes,No,71.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.15,7555.0,0
+2607-FBDFF,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),49.0,49.0,0
+9647-ERGBE,Female,0,Yes,Yes,30.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,3046.15,0
+3428-XZMAZ,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,69.35,0
+1100-DDVRV,Male,0,Yes,No,17.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,49.8,836.35,0
+0378-TOVMS,Female,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,85.8,272.2,0
+4355-HBJHH,Male,0,Yes,Yes,67.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,79.7,5293.4,0
+6728-WYQBC,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,20.95,0
+9058-CBREO,Female,1,No,No,1.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.55,50.55,0
+9029-FEGVJ,Female,1,Yes,No,32.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,79.3,2570.0,0
+7216-KAOID,Male,0,Yes,Yes,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.5,798.2,0
+0318-QUUOB,Male,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.55,80.55,0
+6145-NNPNO,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.15,44.15,0
+5520-FVEWJ,Female,0,Yes,Yes,12.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.5,916.9,0
+5339-TJFEK,Male,0,Yes,Yes,62.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,6487.2,0
+5572-ZDXHY,Female,0,No,No,22.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Mailed check,84.3,1855.65,0
+2074-GUHPQ,Female,0,No,Yes,17.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),92.7,1556.85,0
+4625-XMOYM,Female,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26.25,1988.05,0
+5827-MWCZK,Male,0,Yes,Yes,56.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),96.95,5432.2,0
+1385-TQOZW,Female,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.45,147.55,0
+5914-XRFQB,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.8,8424.9,0
+4329-YPDDQ,Male,0,No,No,20.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.2,2203.7,0
+4804-NCPET,Male,0,Yes,Yes,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,387.4,0
+3750-CKVKH,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,67.75,116.65,0
+5944-UGLLK,Male,0,No,No,53.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),54.9,3045.75,0
+8063-GBATB,Female,1,No,No,27.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.25,2287.25,0
+7787-BNTZM,Male,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,130.5,0
+2252-ISRNH,Male,0,Yes,Yes,9.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,90.35,767.9,0
+9415-TPKRV,Female,0,Yes,Yes,8.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.75,446.8,0
+5322-TEUJK,Female,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.6,8100.25,0
+4547-KQRTM,Female,0,No,No,10.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.05,830.7,0
+4877-EVATK,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,20.0,0
+1866-DIOQZ,Female,0,Yes,No,71.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),66.8,4689.15,0
+8375-KVTHK,Male,0,Yes,No,68.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.3,6754.35,0
+2697-NQBPF,Male,0,No,No,34.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.35,3540.65,0
+3709-OIJEA,Male,0,No,No,26.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,85.2,2184.6,0
+7639-SUPCW,Female,0,No,No,22.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),48.8,1054.6,0
+1386-ZIKUV,Male,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.95,130.55,0
+0599-XNYDO,Female,0,Yes,No,20.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.8,1540.35,0
+6377-WHAOX,Female,0,Yes,No,60.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.15,6411.25,0
+6855-VLGOS,Male,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,20.55,1432.55,0
+8999-XXGNS,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),105.75,7629.85,0
+8746-OQQRW,Male,0,No,No,4.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.25,101.9,0
+3181-MIZBN,Male,0,Yes,Yes,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,313.4,0
+0471-ARVMX,Female,1,Yes,No,62.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.85,6312.9,0
+7766-CLTIC,Female,0,No,No,10.0,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,60.95,629.55,0
+5650-YLIBA,Male,0,No,No,31.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.15,2640.55,0
+0825-CPPQH,Female,0,Yes,No,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.1,1372.45,0
+9084-OAYKL,Male,0,No,No,58.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.8,1212.25,0
+6122-LJADA,Male,0,Yes,Yes,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.15,6237.05,0
+2400-XIWIO,Female,0,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,90.1,6310.9,0
+7524-VRLPL,Male,1,No,No,69.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),74.1,5031.0,0
+1069-XAIEM,Female,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.05,85.05,0
+7569-NMZYQ,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),118.75,8672.45,0
+5201-USSQZ,Female,0,Yes,No,26.0,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),85.9,2196.45,0
+2105-PHWON,Female,0,Yes,No,33.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),95.0,3008.15,0
+1494-EJZDW,Female,0,Yes,Yes,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,220.8,0
+4884-TVUQF,Female,1,No,No,57.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),101.3,5779.6,0
+8003-EWNDZ,Female,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.2,222.65,0
+1897-RCFUM,Female,0,Yes,Yes,39.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,24.2,914.6,0
+9256-JTBNZ,Female,0,No,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.3,246.3,0
+4658-HCOHW,Female,0,Yes,Yes,21.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,102.8,2110.15,0
+2211-RMNHO,Female,0,Yes,Yes,68.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.3,5560.0,0
+2432-TFSMK,Male,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),89.6,1633.0,0
+3440-JPSCL,Female,0,No,No,6.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.95,547.65,0
+4929-ROART,Male,0,No,No,18.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,56.25,969.85,0
+1834-ABKHQ,Female,0,Yes,Yes,52.0,Yes,No,DSL,No,No,Yes,No,No,No,One year,Yes,Bank transfer (automatic),50.95,2610.65,0
+1741-WTPON,Male,0,Yes,Yes,56.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,115.85,6567.9,0
+3932-IJWDZ,Male,0,No,No,45.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.65,4747.85,0
+1240-HCBOH,Female,0,No,No,67.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,26.1,1759.55,0
+3594-KADLU,Male,0,Yes,No,3.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,35.1,101.1,0
+8065-BVEPF,Male,1,No,No,65.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.1,6496.15,0
+3796-ENZGF,Male,0,Yes,No,63.0,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Two year,No,Mailed check,67.25,4234.15,0
+1734-ZMNTZ,Female,0,Yes,Yes,11.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.0,300.7,0
+2853-CWQFQ,Male,0,No,Yes,1.0,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,59.55,59.55,0
+0813-TAXXS,Male,0,No,No,55.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),77.8,4323.35,0
+2519-TWKFS,Male,0,Yes,Yes,25.0,Yes,Yes,DSL,No,No,No,Yes,No,No,One year,Yes,Mailed check,55.1,1466.1,0
+2889-FPWRM,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),117.8,8684.8,0
+0626-QXNGV,Female,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.15,1776.45,0
+6723-CEGQI,Female,0,No,Yes,65.0,No,No phone service,DSL,No,Yes,No,Yes,Yes,No,Two year,No,Mailed check,45.25,2933.95,0
+6987-XQSJT,Female,1,No,No,54.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.5,4370.25,0
+4732-RRJZC,Male,0,Yes,Yes,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,144.35,0
+9499-XPZXM,Female,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),64.75,4804.75,0
+4338-EYCER,Male,0,Yes,No,21.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),54.6,1125.2,0
+3007-FDPEA,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.7,39.85,0
+6350-XFYGW,Male,1,No,No,4.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,422.4,0
+4290-BSXUX,Male,0,Yes,No,3.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),79.65,251.75,0
+8513-OLYGY,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.8,8332.15,0
+0311-QYWSS,Female,0,No,No,6.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.45,314.6,0
+8705-DWKTI,Male,0,No,No,52.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),83.8,4331.4,0
+8755-IWJHN,Male,1,Yes,No,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.35,6382.0,0
+0325-XBFAC,Male,0,No,No,8.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.7,740.3,0
+4480-QQRHC,Female,1,No,No,8.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.05,600.15,0
+0929-PECLO,Female,1,No,No,63.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.6,5538.8,0
+3680-CTHUH,Male,0,No,No,60.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),116.6,7049.5,0
+1202-KKGFU,Female,0,Yes,No,12.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),54.2,690.5,0
+6112-KTHFQ,Female,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,279.3,0
+1852-XEMDW,Male,0,No,No,22.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,65.05,1427.55,0
+2462-XIIJB,Male,0,No,No,5.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,92.5,452.7,0
+4760-XOHVN,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,19.45,0
+1820-DJFPH,Female,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.05,1709.15,0
+9426-SXNHE,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),18.75,53.15,0
+9068-FHQHD,Female,0,Yes,Yes,40.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.15,777.35,0
+1269-FOYWN,Male,0,Yes,Yes,44.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.0,860.85,0
+9470-YFUYI,Male,1,Yes,No,71.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),71.0,5012.1,0
+7817-BOQPW,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.55,166.3,0
+7402-EYFXX,Male,1,No,No,26.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.6,2404.1,0
+1853-UDXBW,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.0,70.0,0
+9895-VFOXH,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.4,24.4,0
+5458-CQJTA,Male,0,Yes,Yes,65.0,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.8,4820.15,0
+1230-QAJDW,Male,0,No,No,3.0,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,65.25,209.9,0
+5701-ZIKJE,Male,0,No,No,13.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.55,610.75,0
+5219-YIPTK,Female,0,Yes,No,33.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,3409.6,0
+5032-MIYKT,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.7,70.7,0
+7396-VJUZB,Male,0,Yes,Yes,4.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.25,155.35,0
+9717-QEBGU,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,144.0,0
+5172-RKOCB,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.95,7875.0,0
+6509-TSGWN,Female,0,Yes,Yes,37.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,26.45,911.6,0
+3540-RZJYU,Female,0,No,No,15.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,86.2,1270.2,0
+3178-CIFOT,Female,0,No,No,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),19.65,478.1,0
+2091-MJTFX,Female,0,Yes,Yes,30.0,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),51.2,1561.5,0
+4530-NDRKU,Female,0,Yes,Yes,42.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.05,761.85,0
+5985-TBABQ,Female,0,No,No,32.0,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,No,Mailed check,74.75,2282.95,0
+9800-ONTFE,Female,0,Yes,Yes,22.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.8,1615.1,0
+6743-HHQPF,Male,0,Yes,No,42.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.1,1097.15,0
+8455-HIRAQ,Female,0,No,No,8.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.45,369.3,0
+6616-AALSR,Female,0,Yes,Yes,65.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),104.3,6725.3,0
+0883-EIBTI,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,31.55,0
+9415-ZNBSX,Female,0,Yes,Yes,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.0,6293.2,0
+4018-KJYUY,Male,0,No,Yes,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.15,432.5,0
+0722-TROQR,Female,1,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,321.75,0
+7571-YXDAD,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),74.9,147.15,0
+3884-UEBXB,Female,0,Yes,Yes,67.0,No,No phone service,DSL,Yes,Yes,No,No,No,No,Two year,No,Bank transfer (automatic),36.15,2434.45,0
+8780-RSYYU,Female,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.2,532.1,0
+5537-UXXVS,Female,0,Yes,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.25,375.25,0
+1791-PQHBB,Female,0,No,Yes,2.0,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),61.2,125.95,0
+8701-DGLVH,Male,0,No,No,51.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,1042.65,0
+8741-LQOBK,Female,0,Yes,Yes,46.0,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),35.05,1620.25,0
+3393-FMZPV,Female,0,No,No,25.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.25,2387.75,0
+8082-GHXOP,Male,0,No,Yes,13.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.0,659.35,0
+6402-ZFPPI,Female,1,No,No,25.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,102.8,2660.2,0
+0980-FEXWF,Male,0,Yes,Yes,26.0,Yes,No,DSL,No,No,Yes,No,No,No,One year,No,Mailed check,50.35,1285.8,0
+7486-KSRVI,Male,0,No,No,43.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.0,4211.55,0
+3011-WQKSZ,Male,0,No,Yes,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.0,377.55,0
+8443-WVPSS,Male,0,Yes,No,10.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.85,990.9,0
+3006-XIMLN,Female,0,No,Yes,2.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.2,193.8,0
+8218-FFJDS,Female,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.4,6058.95,0
+1986-PHGZF,Male,1,No,No,18.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),58.4,964.9,0
+9965-YOKZB,Male,1,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.85,790.15,0
+0504-HHAPI,Female,1,No,No,27.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),88.3,2467.75,0
+9360-OMDZZ,Male,0,No,No,24.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.1,2322.85,0
+6305-YLBMM,Male,0,No,No,69.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.05,7262.0,0
+0345-XMMUG,Female,0,Yes,No,46.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.9,4854.3,0
+8024-XNAFQ,Female,1,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),107.4,7748.75,0
+3647-GMGDH,Male,0,Yes,No,22.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.7,1914.9,0
+2988-GBIVW,Female,1,Yes,No,70.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.85,6470.1,0
+2832-SCUCO,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.9,57.4,0
+7036-ZZKBD,Male,0,Yes,No,31.0,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),66.4,2019.8,0
+3791-LGQCY,Female,1,Yes,No,56.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.65,5688.05,0
+0265-PSUAE,Female,0,Yes,Yes,16.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),100.7,1522.7,0
+0463-TXOAK,Male,0,No,Yes,52.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.6,1334.5,0
+0594-UFTUL,Male,0,Yes,Yes,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.85,252.0,0
+9509-MPYOD,Female,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.75,700.45,0
+9128-CPXKI,Female,0,No,No,59.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Electronic check,95.8,5655.45,0
+0129-KPTWJ,Male,0,Yes,No,72.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.65,6747.35,0
+8166-ZZTFS,Female,1,Yes,No,66.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.55,5265.1,0
+5855-EIBDE,Female,0,Yes,No,49.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),106.65,5174.35,0
+5365-LLFYV,Female,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,105.6,0
+5956-YHHRX,Male,1,No,No,21.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.35,2271.85,0
+6008-NAIXK,Male,1,No,No,54.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,55.45,2966.95,0
+2956-GGUCQ,Male,1,Yes,No,24.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,78.85,1772.25,0
+1928-BXYIV,Male,0,No,No,1.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,61.15,61.15,0
+5760-FXFVO,Male,0,No,No,6.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,78.95,494.95,0
+6595-COKXZ,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.45,44.45,0
+0961-ZWLVI,Male,0,No,Yes,49.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),109.2,5290.45,0
+5181-OABFK,Female,0,Yes,Yes,56.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Credit card (automatic),61.3,3346.8,0
+4007-NHVHI,Female,1,No,No,56.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,96.85,5219.65,0
+7816-VGHTO,Female,0,Yes,Yes,6.0,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Two year,No,Mailed check,40.55,217.5,0
+5871-DGTXZ,Male,0,No,No,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,607.7,0
+7550-WIQVA,Male,0,Yes,Yes,50.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,108.25,5431.4,0
+7544-ZVIKX,Male,0,Yes,Yes,58.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.05,6004.85,0
+0016-QLJIS,Female,0,Yes,Yes,65.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,90.45,5957.9,0
+7508-DQAKK,Female,0,No,No,64.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),86.4,5442.05,0
+5176-OLSKT,Female,0,Yes,No,66.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),66.9,4370.25,0
+9356-AXGMP,Male,0,Yes,No,38.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,110.7,4428.6,0
+3556-BVQGL,Female,0,Yes,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.0,416.45,0
+0362-ZBZWJ,Male,0,No,No,36.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.9,3067.2,0
+8979-CAMGB,Male,1,No,No,64.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,102.1,6688.1,0
+4211-MMAZN,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,20.25,0
+7581-EBBOU,Female,0,No,No,60.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),70.15,4224.7,0
+4274-OWWYO,Male,0,No,No,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,74.35,0
+5073-RZGBK,Female,0,Yes,Yes,50.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),80.05,4042.2,0
+1541-ETJZO,Male,0,No,No,1.0,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,62.05,62.05,0
+2192-CKRLV,Female,0,Yes,No,72.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Electronic check,49.2,3580.95,0
+3154-HMWUU,Male,0,Yes,No,60.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.5,1198.8,0
+6119-SPUDB,Male,0,No,No,46.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,38.25,1755.35,0
+6522-OIQSX,Female,0,Yes,Yes,69.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),54.95,3772.5,0
+7813-ZGGAW,Male,1,No,No,31.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),96.6,2877.95,0
+8748-HFWBO,Male,0,Yes,Yes,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,357.7,0
+1052-QJIBV,Female,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.9,1397.3,0
+1319-YLZJG,Male,0,Yes,No,12.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.6,959.9,0
+4106-HADHQ,Male,0,Yes,Yes,39.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),80.0,3182.95,0
+0723-FDLAY,Male,0,No,No,44.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),85.25,3704.15,0
+3050-RLLXC,Female,0,Yes,Yes,56.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),81.25,4620.4,0
+9298-WGMRW,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.5,8312.75,0
+2369-UAPKZ,Male,0,No,No,5.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,104.1,541.9,0
+3088-LHEFH,Female,0,No,No,11.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.0,929.3,0
+2778-OCLGR,Male,1,Yes,No,24.0,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),39.1,971.3,0
+6583-KQJLK,Female,1,Yes,No,15.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.65,1285.05,0
+8544-JNBOX,Male,0,No,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.8,1521.2,0
+6681-ZSEXG,Male,0,Yes,No,56.0,Yes,Yes,DSL,No,Yes,Yes,No,No,No,Two year,No,Credit card (automatic),59.5,3389.25,0
+6139-ZZRBQ,Male,1,No,No,64.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.05,1198.05,0
+6116-RFVHN,Female,0,Yes,No,34.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.45,3414.65,0
+0637-KVDLV,Male,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.5,162.45,0
+8884-FEEWR,Male,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.6,754.0,0
+3125-RAHBV,Male,0,No,No,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.3,467.15,0
+6633-MPWBS,Male,0,No,No,5.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.2,216.9,0
+0373-AIVNJ,Male,0,No,No,9.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,One year,No,Mailed check,39.55,373.0,0
+8785-EPNCG,Male,0,No,No,11.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),23.15,245.2,0
+1682-VCOIO,Male,0,No,No,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.45,481.1,0
+5729-KLZAR,Female,0,Yes,Yes,4.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.85,302.75,0
+2072-ZVJJX,Male,0,Yes,No,68.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.25,1728.2,0
+8849-AYPTR,Male,0,Yes,No,33.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,91.25,2964.05,0
+9518-IMLHK,Male,0,No,No,31.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),72.45,2156.25,0
+1582-RAFML,Male,0,No,No,1.0,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,60.1,60.1,0
+3646-ITDGM,Female,0,No,No,56.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,1051.9,0
+8740-CRYFY,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.95,78.95,0
+3569-VLDHH,Male,0,Yes,Yes,66.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,75.1,5013.0,0
+8224-KDLKN,Male,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.0,1738.9,0
+7594-LZNWR,Male,1,No,No,34.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),69.15,2275.1,0
+4001-TSBTV,Female,0,Yes,Yes,58.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.55,5511.65,0
+2962-XPMCQ,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.15,98.5,0
+8727-XDPUD,Male,0,No,No,37.0,No,No phone service,DSL,No,No,No,No,Yes,No,Two year,No,Credit card (automatic),35.8,1316.9,0
+1043-UXOVO,Female,0,No,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.15,7993.3,0
+1064-FBXNK,Male,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.85,19.85,0
+3996-ZNWYK,Male,1,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,1388.45,0
+2878-DHMIN,Male,0,Yes,Yes,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.9,666.0,0
+7762-ONLJY,Female,0,Yes,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,94.45,0
+1678-FYZOW,Female,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.4,244.65,0
+5795-BKOYE,Female,0,Yes,Yes,69.0,Yes,No,DSL,No,Yes,Yes,Yes,No,No,One year,No,Bank transfer (automatic),59.1,4134.7,0
+8627-EHGIP,Male,0,No,No,44.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Mailed check,53.95,2375.4,0
+7402-PWYJJ,Female,0,Yes,No,53.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Electronic check,91.15,4862.5,0
+5480-TBGPH,Female,0,Yes,No,24.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.3,2431.35,0
+0018-NYROU,Female,0,Yes,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.95,351.5,0
+7501-VTYLJ,Female,0,No,Yes,2.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,51.55,106.2,0
+7608-RGIRO,Male,0,No,Yes,62.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.4,1413.0,0
+0480-BIXDE,Female,0,Yes,No,19.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.8,1743.05,0
+5895-QSXOD,Male,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.05,657.5,0
+9814-AOUDH,Male,0,No,No,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,1050.5,0
+6175-IRFIT,Male,0,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,78.75,426.35,0
+8760-ZRHKE,Female,1,Yes,Yes,71.0,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,One year,No,Electronic check,69.2,4982.5,0
+1622-HSHSF,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,19.55,0
+8854-CCVSQ,Male,0,No,No,18.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.65,1451.9,0
+6749-UTDVX,Male,0,No,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,103.65,7634.8,0
+5542-DHSXL,Female,0,Yes,No,4.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.7,235.05,0
+9102-OXKFY,Male,0,No,No,59.0,Yes,Yes,DSL,No,No,Yes,No,No,No,Two year,No,Credit card (automatic),54.15,3116.15,0
+0511-JTEOY,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,71.1,71.1,0
+5216-WASFJ,Female,1,Yes,No,31.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.85,2633.4,0
+7808-DVWEP,Male,0,Yes,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.0,49.65,0
+7067-KSAZT,Female,1,Yes,No,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.25,6979.8,0
+2284-VFLKH,Male,0,Yes,No,49.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),99.25,4920.8,0
+0366-NQSHS,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,46.35,0
+6532-YLWSI,Female,0,Yes,No,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.8,1021.8,0
+3807-BPOMJ,Female,0,Yes,No,55.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,94.75,5276.1,0
+3892-NXAZG,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.05,8289.2,0
+4948-WBBKL,Female,1,No,No,36.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,2659.45,0
+4182-BGSIQ,Female,0,Yes,Yes,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.8,196.75,0
+9300-AGZNL,Male,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.0,94.0,0
+0988-AADSA,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),80.85,5824.75,0
+9972-NKTFD,Female,0,No,No,28.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),54.65,1517.5,0
+3717-LNXKW,Male,0,Yes,No,38.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),91.7,3479.05,0
+5734-EJKXG,Female,0,No,No,61.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,118.6,7365.7,0
+2207-RYYRL,Male,0,Yes,Yes,52.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.55,1331.05,0
+6729-FZWSY,Male,0,No,No,67.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.45,1195.95,0
+9695-IDRZR,Female,0,No,Yes,34.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.15,3946.9,0
+8144-DGHXP,Female,0,No,No,54.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,80.6,4299.95,0
+7814-LEEVE,Female,0,Yes,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.3,20.3,0
+1112-CUNAO,Female,1,No,No,15.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,89.85,1424.95,0
+5175-AOBHI,Female,0,No,No,4.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,46.0,193.6,0
+5174-RNGBH,Female,0,No,No,9.0,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,66.25,620.55,0
+8631-WUXGY,Female,0,No,Yes,46.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,4391.25,0
+7270-BDIOA,Female,0,No,No,22.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,90.0,1993.8,0
+9565-JSNFM,Male,0,No,No,38.0,Yes,No,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),70.45,2597.6,0
+5906-DVAPM,Female,0,Yes,Yes,55.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Credit card (automatic),75.0,4213.9,0
+6654-QGBZZ,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,0
+8348-JLBUG,Male,1,Yes,No,64.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),80.3,5017.7,0
+0607-DAAHE,Male,0,No,Yes,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1052.35,0
+5641-DMBFJ,Female,0,Yes,No,58.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.3,4916.4,0
+9200-NLNPD,Male,0,Yes,No,56.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),54.05,2959.8,0
+2664-XJZNO,Male,0,Yes,Yes,72.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.9,7559.55,0
+9732-KPKBW,Male,0,No,No,1.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,53.95,53.95,0
+3339-EAQNV,Male,1,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),97.25,7133.1,0
+0921-OHLVP,Male,0,No,No,22.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,83.05,1799.3,0
+3389-YGYAI,Female,1,No,No,8.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,829.55,0
+9560-ARGQJ,Female,0,No,Yes,16.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81.0,1312.15,0
+8350-NYMVI,Female,0,No,No,39.0,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),41.1,1597.05,0
+1600-DILPE,Female,0,No,No,12.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.0,524.35,0
+0536-ESJEP,Male,0,Yes,No,54.0,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.55,4191.45,0
+4654-GGUII,Female,0,No,No,18.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,40.2,711.95,0
+6478-HRRCZ,Male,0,Yes,No,32.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,No,Mailed check,70.5,2201.75,0
+8510-BBWMU,Female,0,No,No,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.75,806.95,0
+6857-TKDJV,Male,0,Yes,Yes,67.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.65,1620.45,0
+2360-RDGRO,Male,0,Yes,No,65.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.25,6812.95,0
+0584-BJQGZ,Female,0,No,No,25.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),78.35,1837.9,0
+5134-IKDAY,Female,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,69.8,0
+1360-XFJMR,Female,0,Yes,No,67.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),109.7,7344.45,0
+3070-DVEYC,Male,1,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,73.75,545.15,0
+5730-RIITO,Female,1,No,No,43.0,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),33.45,1500.25,0
+9058-MJLZC,Female,0,No,No,24.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.6,2283.15,0
+5707-ORNDZ,Male,1,No,No,9.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,54.55,494.05,0
+0902-XKXPN,Male,0,Yes,Yes,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1376.5,0
+5177-RVZNU,Female,0,No,Yes,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.3,755.4,0
+0056-EPFBG,Male,0,Yes,Yes,20.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),39.4,825.4,0
+8993-IZEUX,Male,0,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.15,488.65,0
+8696-JKZNU,Female,1,No,No,37.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.25,2841.55,0
+5380-AFSSK,Female,0,No,No,5.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,93.9,486.85,0
+8190-ZTQFB,Male,0,No,No,41.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,51.35,2075.1,0
+0931-MHTEM,Female,0,No,No,54.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),100.05,5299.65,0
+2055-PDADH,Female,1,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.4,204.7,0
+7515-LODFU,Male,1,No,No,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.3,1356.3,0
+0440-UEDAI,Female,0,No,No,53.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),94.45,5042.75,0
+1337-BOZWO,Male,0,Yes,Yes,18.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),46.4,812.4,0
+0868-VJRDR,Male,0,Yes,No,64.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.05,6605.55,0
+8714-EUHJO,Female,0,Yes,Yes,31.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,91.15,2995.45,0
+6344-SFJVH,Female,0,No,No,20.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),24.9,505.95,0
+3950-VPYJB,Male,0,Yes,Yes,57.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,59.6,3509.4,0
+8041-TMEID,Male,1,Yes,No,63.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),108.5,6991.9,0
+7321-ZNSLA,Male,0,Yes,Yes,13.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,40.55,590.35,0
+6941-KXRRV,Female,1,Yes,No,48.0,Yes,No,DSL,No,Yes,No,No,No,Yes,One year,Yes,Bank transfer (automatic),58.95,2789.7,0
+3721-CNEYS,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.95,137.95,0
+8727-JQFHV,Male,0,Yes,Yes,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,1123.15,0
+9475-NNDGC,Male,0,Yes,No,71.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),113.15,7953.25,0
+1355-KUSBG,Female,0,Yes,Yes,7.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,48.8,349.8,0
+3688-FTHLT,Female,0,No,No,16.0,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),63.05,1067.05,0
+0899-LIIBW,Male,0,Yes,No,34.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,100.85,3527.3,0
+2568-OIADY,Female,0,Yes,No,37.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.5,3762.0,0
+1384-RCUXW,Male,0,No,No,16.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,80.55,1248.9,0
+5825-XJOCM,Male,0,No,Yes,48.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),64.4,3035.35,0
+6848-YLDFR,Male,0,Yes,Yes,58.0,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),75.2,4300.8,0
+8125-QPFJD,Female,0,Yes,No,72.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.9,6065.3,0
+2320-YKQBO,Female,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.3,144.95,0
+1193-RTSLK,Female,0,No,No,38.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),83.9,3233.6,0
+2302-ANTDP,Female,1,Yes,No,48.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,117.45,5438.9,0
+5923-GXUOC,Male,0,No,No,10.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,1081.45,0
+4973-RLZVI,Female,0,No,No,30.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Credit card (automatic),74.65,2308.6,0
+7869-ZYDST,Male,0,Yes,No,31.0,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),59.05,1882.8,0
+4501-UYKBC,Female,1,No,No,46.0,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),69.1,3255.35,0
+1215-EXRMO,Male,0,Yes,No,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.55,1067.65,0
+2305-MRGLV,Male,0,Yes,No,28.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),76.55,2065.4,0
+8404-VIOMB,Female,0,No,No,66.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),62.5,4136.4,0
+5233-GEEAX,Male,1,No,No,8.0,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,29.4,221.9,0
+2359-KLTEK,Female,0,Yes,Yes,41.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.9,3848.0,0
+5304-EFJLP,Male,1,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.65,8022.85,0
+2673-ZALNP,Female,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,173.15,0
+9184-GALIL,Female,0,Yes,Yes,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,781.25,0
+4393-RYCRE,Male,0,No,No,44.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.05,4510.8,0
+9746-MDMBK,Male,0,Yes,Yes,47.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),113.45,5317.8,0
+3162-ZJZFU,Male,0,Yes,Yes,53.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,92.55,4779.45,0
+8404-GFGCZ,Male,0,Yes,No,4.0,Yes,Yes,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,65.6,250.1,0
+8875-AKBYH,Male,1,No,No,20.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.35,1745.2,0
+4432-ADRLB,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.65,74.9,0
+0533-UCAAU,Male,1,Yes,No,57.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),71.1,4140.1,0
+1394-SUIUH,Female,1,Yes,No,44.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,85.15,3670.5,0
+3521-MNKLV,Male,0,No,No,24.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,49.7,1167.8,0
+2533-TIBIX,Male,0,Yes,Yes,15.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),30.2,469.65,0
+8993-PHFWD,Female,0,No,No,3.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.25,58.9,0
+1565-RHDJD,Female,0,No,Yes,4.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),84.05,333.55,0
+7137-RYLPP,Male,1,Yes,No,37.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.7,3171.15,0
+3765-JXVKY,Female,0,No,No,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,0
+5092-STPKP,Female,0,No,No,24.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),56.35,1381.2,0
+7330-WZLNC,Female,0,No,No,5.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.8,455.5,0
+0114-PEGZZ,Female,0,No,No,33.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,107.55,3645.5,0
+3359-DSRKA,Female,0,Yes,Yes,58.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,1158.85,0
+8639-NHQEI,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Two year,Yes,Bank transfer (automatic),95.9,6954.15,0
+7161-DFHUF,Female,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.85,1672.1,0
+3957-LXOLK,Female,1,No,No,28.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.15,3152.5,0
+3720-DBRWL,Male,0,Yes,No,51.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.85,4307.1,0
+6635-MYYYZ,Female,0,No,No,30.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),85.35,2530.4,0
+8565-WUXZU,Male,1,Yes,No,72.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),84.8,6141.65,0
+5281-BUZGT,Male,1,No,No,36.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.85,3186.7,0
+4994-OBRSZ,Male,0,No,Yes,14.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),76.1,1054.8,0
+0562-FGDCR,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Mailed check,74.55,5430.65,0
+2436-QBZFP,Female,0,Yes,Yes,22.0,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,39.2,849.9,0
+3420-YJLQT,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,79.55,151.75,0
+6040-CGACY,Female,0,No,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,299.4,0
+6582-PLFUU,Male,0,Yes,Yes,51.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,1086.75,0
+8242-PDSGJ,Male,0,Yes,No,70.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),39.15,2692.75,0
+0264-CNITK,Female,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.1,1389.6,0
+0089-IIQKO,Female,0,Yes,Yes,39.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.95,3767.4,0
+7839-NUIAA,Female,0,Yes,Yes,61.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,59.8,3641.5,0
+6075-QMNRR,Female,0,No,No,52.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.75,2535.55,0
+5378-IKEEG,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,35.75,35.75,0
+5966-EMAZU,Male,0,Yes,No,64.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,108.5,6880.85,0
+0440-EKDCF,Male,0,Yes,No,62.0,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),60.15,3753.2,0
+4774-HHGGS,Male,0,Yes,No,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.05,637.55,0
+2718-GAXQD,Female,1,Yes,Yes,4.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.0,181.6,0
+2055-BFOCC,Male,1,Yes,No,63.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),84.0,5329.55,0
+8180-AKMJV,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.55,44.55,0
+4298-OYIFC,Male,0,Yes,No,15.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.45,1539.8,0
+5566-SOEZD,Male,0,Yes,Yes,27.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),80.65,2209.75,0
+9842-EFSYY,Female,0,No,Yes,4.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,57.2,223.75,0
+2272-WUSPA,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,110.75,7751.7,0
+4584-LBNMK,Male,1,Yes,No,45.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.7,1174.35,0
+3898-GUYTS,Female,1,No,No,45.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,97.05,4385.05,0
+0930-EHUZA,Female,0,No,No,36.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Mailed check,76.35,2606.35,0
+6413-XKKPU,Male,0,Yes,Yes,17.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.4,1539.45,0
+9975-SKRNR,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.9,18.9,0
+3703-KBKZP,Male,1,No,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.45,1261.35,0
+1449-XQEMT,Male,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.8,58.15,0
+2626-URJFX,Male,0,Yes,Yes,4.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.9,225.6,0
+4973-MGTON,Female,0,Yes,No,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),84.4,5969.3,0
+3682-YEUWS,Male,0,Yes,Yes,10.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.4,253.9,0
+1223-UNPKS,Male,0,Yes,Yes,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,400.0,0
+2612-RRIDN,Male,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81.0,340.85,0
+4735-ASGMA,Male,0,No,No,26.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.35,2515.3,0
+3446-QDSZF,Female,0,No,No,4.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),55.5,227.35,0
+3669-LVWZB,Male,0,No,No,5.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,51.0,305.95,0
+6892-EZDTG,Female,0,Yes,No,4.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.65,365.4,0
+5117-IFGPS,Male,1,Yes,No,29.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.3,2357.75,0
+7379-FNIUJ,Male,0,No,No,2.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,100.2,198.5,0
+1627-AFWVJ,Female,0,No,No,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,554.25,0
+9725-SCPZG,Male,0,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.85,90.85,0
+5884-GCYMI,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.4,69.4,0
+3217-FZDMN,Female,1,No,No,8.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.45,742.95,0
+4486-EFAEB,Male,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.4,251.65,0
+0060-FUALY,Female,0,Yes,No,59.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.75,5597.65,0
+7853-GVUDZ,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.15,20.15,0
+7480-QNVZJ,Male,1,No,No,50.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.7,4816.7,0
+6954-OOYZZ,Male,0,Yes,No,18.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.35,768.05,0
+7088-FBAWU,Female,0,Yes,Yes,17.0,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,No,Mailed check,74.55,1215.8,0
+8313-AFGBW,Male,0,Yes,No,47.0,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,73.6,3522.65,0
+3943-KDREE,Female,0,No,No,26.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.95,1834.95,0
+9239-ZBZZV,Female,0,No,No,6.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,47.95,305.1,0
+3097-IDVPU,Male,0,Yes,Yes,19.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),50.1,910.45,0
+4398-HSCJH,Female,0,No,No,3.0,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,63.6,155.65,0
+2197-OMWGI,Female,1,Yes,Yes,68.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,53.0,3656.25,0
+2303-PJYHN,Female,0,Yes,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.85,52.0,0
+9795-VOWON,Male,0,No,No,7.0,No,No phone service,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),24.35,150.85,0
+1237-WIYYZ,Female,0,No,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,389.25,0
+1987-AUELQ,Female,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,1873.7,0
+7852-LECYP,Male,1,Yes,No,13.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,No,Credit card (automatic),93.8,1261.0,0
+4430-UZIPO,Male,0,No,No,3.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,36.85,108.7,0
+4822-LPTYJ,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),103.75,7346.2,0
+8165-CBKXO,Male,0,Yes,Yes,66.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),56.75,3708.4,0
+6527-PZFPV,Male,0,Yes,Yes,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.8,469.65,0
+4855-SNKMY,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.1,44.1,0
+9593-CVZKR,Female,0,Yes,Yes,56.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.45,1385.85,0
+8595-SIZNC,Female,1,Yes,No,22.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.6,548.8,0
+8008-HAWED,Male,0,No,No,14.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.75,712.75,0
+7124-UGSUR,Female,1,Yes,No,61.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.4,6405.0,0
+1862-SKORY,Female,1,Yes,No,40.0,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,39.3,1637.4,0
+5236-XMZJY,Female,0,No,No,42.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),59.65,2536.55,0
+4827-DPADN,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),83.3,6042.7,0
+2694-CIUMO,Female,0,No,No,12.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),79.55,958.25,0
+5846-ABOBJ,Male,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.45,1730.65,0
+1439-LCGVL,Female,0,Yes,No,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.2,459.6,0
+0909-SDHNU,Female,0,No,Yes,7.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.8,201.95,0
+4647-XXZAM,Female,0,Yes,Yes,6.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.5,285.2,0
+1502-XFCVR,Female,0,No,No,58.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.45,6145.85,0
+7740-KKCXF,Male,0,Yes,No,51.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),30.05,1529.45,0
+5360-XGYAZ,Male,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.65,4664.5,0
+9692-TUSXH,Female,0,No,No,18.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.05,1740.7,0
+7912-SYRQT,Female,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.1,552.95,0
+3557-HTYWR,Female,0,No,No,47.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Mailed check,74.05,3496.3,0
+4816-JBHOV,Male,1,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.7,93.7,0
+8920-NAVAY,Male,1,No,No,62.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),110.75,7053.35,0
+1699-TLDLZ,Female,0,Yes,Yes,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,301.55,0
+5600-PDUJF,Male,0,No,No,6.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),49.5,312.7,0
+8292-TYSPY,Male,0,No,No,19.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),55.0,1046.5,0
+0567-XRHCU,Female,0,Yes,Yes,69.0,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),43.95,2960.1,0
+1867-BDVFH,Male,0,Yes,Yes,11.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,834.2,0
+2067-QYTCF,Female,0,Yes,No,64.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.15,6953.4,0
+2359-QWQUL,Female,0,Yes,No,39.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.7,4134.85,0
+9103-TCIHJ,Female,0,No,No,15.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,55.7,899.8,0
+7407-SUJIZ,Male,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,541.5,0
+9150-KPBJQ,Female,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,116.85,0
+0052-DCKON,Male,0,Yes,No,66.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),115.8,7942.15,0
+3654-ARMGP,Female,0,No,No,61.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.65,5321.25,0
+9699-UBQFS,Female,1,Yes,No,43.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.5,4156.8,0
+9367-TCUYN,Female,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,223.6,0
+1261-FWTTE,Male,1,No,No,23.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),34.65,768.45,0
+3528-HFRIQ,Male,1,Yes,No,71.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),52.3,3765.05,0
+0708-SJDIS,Female,0,No,No,34.0,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Mailed check,65.0,2157.5,0
+4140-WJAWW,Female,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.85,108.05,0
+2073-QBVBI,Female,0,Yes,No,41.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,One year,No,Mailed check,35.45,1391.65,0
+6928-ONTRW,Female,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1379.8,0
+3320-VEOYC,Male,1,No,No,14.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.6,1273.3,0
+5231-FIQPA,Female,0,No,No,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,810.45,0
+6617-WLBQC,Female,0,Yes,Yes,23.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,One year,No,Credit card (automatic),81.85,1810.85,0
+2599-CIPQE,Male,0,Yes,Yes,71.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),109.3,7782.85,0
+6653-CBBOM,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,0
+8774-GSBUN,Male,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,1797.1,0
+7326-RIGQZ,Male,0,Yes,Yes,6.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,377.85,0
+1401-FTHFQ,Male,0,Yes,Yes,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.0,445.3,0
+3247-ZVOUO,Male,1,Yes,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.55,851.75,0
+0254-FNMCI,Female,0,No,No,72.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.9,7624.2,0
+1848-LBZHY,Female,0,Yes,No,7.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.3,355.1,0
+6101-IMRMM,Male,0,No,Yes,6.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,94.5,575.45,0
+8118-TJAFG,Male,0,Yes,Yes,9.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.5,906.85,0
+5429-LWCMV,Female,0,No,No,12.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.15,1057.55,0
+7298-IZWLY,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,19.4,0
+9758-MFWGD,Female,1,Yes,Yes,48.0,No,No phone service,DSL,No,Yes,No,No,No,No,One year,No,Bank transfer (automatic),29.9,1388.75,0
+3955-JBZZM,Male,0,No,No,20.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.8,1641.3,0
+1268-ASBGA,Female,1,Yes,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.35,1375.15,0
+8943-URTMR,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,79.65,152.7,0
+4815-TUMEQ,Female,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.3,185.2,0
+4713-LZDRV,Female,1,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.6,195.05,0
+9909-IDLEK,Male,0,Yes,Yes,20.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,96.8,1826.7,0
+4092-OFQZS,Male,0,Yes,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,417.5,0
+1561-BWHIN,Male,0,Yes,Yes,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,344.5,0
+4325-NFSKC,Male,1,No,No,19.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.6,1660.0,0
+9927-DSWDF,Male,0,Yes,No,22.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.6,2180.55,0
+9500-LTVBP,Female,0,No,No,35.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),80.05,2835.9,0
+7252-NTGSS,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.15,45.15,0
+8149-AIQCG,Male,0,No,No,39.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.15,2730.85,0
+1360-JYXKQ,Female,1,Yes,No,54.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,99.1,5437.1,0
+2955-PSXOE,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.2,20.2,0
+7762-URZQH,Male,0,Yes,No,66.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),106.05,6981.35,0
+0899-WZRSD,Male,0,No,No,56.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,105.35,5794.45,0
+3255-GRXMG,Male,0,No,Yes,18.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),45.65,747.2,0
+4828-FAZPK,Female,0,Yes,Yes,16.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),79.95,1267.95,0
+6094-ZIVKX,Female,0,No,No,68.0,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),54.45,3674.95,0
+6925-BAYGL,Female,1,Yes,No,53.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.1,1275.6,0
+3262-EIDHV,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.7,5893.9,0
+7354-OIJLX,Male,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.85,724.65,0
+1376-HHBDV,Female,0,No,No,30.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.8,1536.75,0
+6907-NZZIJ,Female,0,No,No,36.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.15,3615.6,0
+6133-OZILE,Female,0,No,No,18.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,35.2,607.3,0
+4135-FRWKJ,Female,1,Yes,Yes,55.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Electronic check,76.25,4154.55,0
+2911-UREFD,Female,0,Yes,No,39.0,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,55.9,2184.35,0
+3744-ZRRDZ,Male,0,No,No,21.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,82.35,1852.85,0
+5673-TIYIB,Male,0,No,No,2.0,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),40.4,77.15,0
+6551-ZCOTS,Male,1,No,No,33.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.9,847.8,0
+7191-ADRGF,Male,0,Yes,No,44.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),54.3,2390.45,0
+5018-LXQQG,Female,0,Yes,Yes,30.0,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),66.3,1923.5,0
+6892-BOGQE,Female,0,Yes,No,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.9,1493.2,0
+1602-IJQQE,Female,0,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.35,338.1,0
+4628-WQCQQ,Male,0,No,Yes,35.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,85.15,3030.6,0
+1746-TGTWV,Male,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),75.35,75.35,0
+5995-SNNEW,Male,1,Yes,No,23.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.45,2184.85,0
+8050-WYBND,Female,0,No,Yes,22.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),49.45,1031.4,0
+2821-WARNZ,Female,0,No,Yes,49.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.45,921.3,0
+4879-GZLFH,Female,0,Yes,Yes,42.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.15,3875.4,0
+1644-IRKSF,Female,0,Yes,Yes,33.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,93.8,3124.5,0
+8314-HTWVE,Female,0,Yes,Yes,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,144.15,0
+9402-ROUMJ,Female,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),100.25,6689.0,0
+2507-QZPQS,Male,0,No,No,15.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,No,Electronic check,95.7,1451.1,0
+7159-NOKYQ,Male,0,Yes,No,67.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,Yes,Electronic check,93.15,6368.2,0
+5707-ZMDJP,Male,0,Yes,Yes,53.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Mailed check,69.7,3729.6,0
+8779-YIQQA,Male,0,Yes,Yes,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,350.1,0
+7136-IHZJA,Female,0,Yes,Yes,40.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,71.35,2847.2,0
+8966-OIQHG,Female,0,Yes,Yes,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.75,452.35,0
+7074-STDCN,Male,0,No,No,39.0,No,No phone service,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,40.6,1494.5,0
+3705-PSNGL,Male,0,No,No,45.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.4,930.45,0
+8739-QOTTN,Female,0,Yes,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,41.85,0
+1399-OUPJN,Female,0,Yes,Yes,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1272.05,0
+0277-BKSQP,Male,0,Yes,Yes,8.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,54.4,475.1,0
+6502-HCJTI,Male,1,Yes,No,7.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.7,673.1,0
+2606-RMDHZ,Male,0,No,No,6.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),30.5,208.7,0
+5774-XZTQC,Female,0,Yes,Yes,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,150.75,0
+2676-SSLTO,Male,0,No,No,49.0,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),66.15,3199.0,0
+6266-QHOJZ,Female,0,No,No,65.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,Yes,Electronic check,89.85,5844.65,0
+7269-JISCY,Female,0,No,No,55.0,Yes,No,DSL,No,No,No,No,No,No,One year,No,Bank transfer (automatic),45.05,2462.6,0
+0363-SVHYR,Male,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.85,6263.8,0
+8547-NSBBO,Male,0,No,No,35.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,96.75,3403.4,0
+8258-GSTJK,Male,1,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,77.0,237.75,0
+6861-OKBCE,Female,0,No,Yes,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.1,221.35,0
+9940-RHLFB,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,75.3,75.3,0
+6591-QGOYB,Male,0,No,No,17.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),106.65,1672.1,0
+9070-BCKQP,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.15,7881.2,0
+6421-SZVEM,Female,0,Yes,Yes,28.0,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,One year,Yes,Bank transfer (automatic),82.85,2320.8,0
+1328-EUZHC,Female,0,Yes,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,370.5,0
+2995-UPRYS,Female,1,Yes,No,40.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),99.2,4062.2,0
+8878-RYUKI,Female,0,No,No,52.0,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,59.45,3043.7,0
+9633-DENPU,Female,0,Yes,No,47.0,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),58.6,2723.4,0
+7811-JIVPF,Female,0,No,No,23.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),49.7,1081.25,0
+7113-HIPFI,Male,0,Yes,Yes,66.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,65.85,4097.05,0
+8541-QVFKM,Female,0,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.5,632.2,0
+6686-YPGHK,Male,1,No,No,47.0,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Mailed check,85.5,4042.3,0
+1383-EZRWL,Female,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,164.85,0
+9258-CNWAC,Female,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),113.65,8166.8,0
+5371-VYLSX,Female,1,No,No,50.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,83.4,4113.7,0
+6374-AFWOX,Male,0,Yes,No,46.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,65.65,3047.15,0
+4759-TRPLW,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.4,70.4,0
+5317-FLPJF,Female,0,No,No,66.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),61.35,4193.4,0
+7621-VPNET,Female,0,Yes,No,42.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),85.9,3729.75,0
+6034-YMTOB,Female,0,No,No,5.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,75.65,399.45,0
+8563-IIOXK,Male,0,Yes,Yes,7.0,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Electronic check,49.75,331.3,0
+4903-CNOZC,Male,0,No,No,29.0,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),70.9,1964.6,0
+4353-HYOJD,Female,0,Yes,Yes,27.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.85,1336.15,0
+8020-BWHYL,Female,1,No,No,15.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.3,1147.45,0
+7267-FRMJW,Female,0,Yes,Yes,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,486.05,0
+2982-VPSGI,Female,0,Yes,No,11.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.0,1078.9,0
+4188-FRABG,Male,0,Yes,No,57.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,103.05,5925.75,0
+8199-ZLLSA,Male,0,No,No,67.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),118.35,7804.15,0
+4128-ETESU,Female,1,Yes,No,47.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,99.7,4747.2,0
+0620-DLSLK,Female,0,No,No,13.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,81.9,1028.9,0
+4625-EWPTF,Male,0,No,No,8.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,30.45,226.45,0
+5980-NOPLP,Female,0,Yes,No,44.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.1,4364.1,0
+3850-OKINF,Male,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,Yes,Electronic check,66.2,4692.55,0
+6892-XPFPU,Male,1,Yes,No,24.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.25,2433.9,0
+8010-EZLOU,Male,1,No,No,15.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.2,1217.25,0
+1156-ZFYDO,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,19.75,0
+3295-YVUSR,Male,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,72.6,154.3,0
+8016-NCFVO,Male,1,No,No,55.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,116.5,6382.55,0
+4119-ZYPZY,Male,1,No,No,71.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,106.8,7623.2,0
+5549-ZGHFB,Male,0,Yes,Yes,50.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.95,1261.45,0
+7577-SWIFR,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.25,89.25,0
+0303-WMMRN,Male,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.25,86.05,0
+6408-OTUBZ,Female,0,No,No,66.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),104.55,6779.05,0
+5204-HMGYF,Female,0,Yes,Yes,49.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,87.2,4345.0,0
+1078-TDCRN,Female,1,Yes,No,3.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.75,82.85,0
+3727-OVPRY,Male,0,Yes,Yes,66.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),25.7,1714.55,0
+3797-FKOGQ,Male,0,No,Yes,11.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,86.2,893.2,0
+7622-NXQZR,Male,0,No,No,28.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),30.1,810.85,0
+6196-HBOBZ,Male,0,Yes,No,65.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Electronic check,99.35,6347.55,0
+3970-XGJDU,Female,0,No,No,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.2,1123.65,0
+7017-VFULY,Female,0,Yes,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.1,43.15,0
+5562-YJQGT,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,35.1,0
+8807-OPMBM,Female,0,Yes,Yes,55.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.65,1388.0,0
+5439-WIKXB,Male,1,Yes,No,41.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.55,3851.45,0
+9874-QLCLH,Female,0,Yes,Yes,17.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.2,1743.5,0
+8294-UIMBA,Female,0,No,No,30.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),94.4,2638.1,0
+8109-YUOHE,Male,0,No,No,17.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,56.1,946.95,0
+5840-NVDCG,Female,0,Yes,Yes,16.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),68.25,1114.85,0
+8092-NLTGF,Male,0,No,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1777.6,0
+5928-QLDHB,Male,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.25,684.85,0
+9840-EFJQB,Female,0,No,No,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,74.35,74.35,0
+0696-UKTOX,Male,0,No,Yes,23.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,54.15,1312.45,0
+4801-KFYKL,Male,0,No,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.45,159.2,0
+3472-OAOOR,Male,0,Yes,Yes,19.0,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,34.95,610.2,0
+6135-OZQVA,Female,0,No,No,7.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,53.65,404.35,0
+8062-YBDOE,Male,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,0
+2252-JHJGE,Male,0,No,No,61.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,No,Electronic check,104.0,6363.45,0
+4188-PCPIG,Female,0,Yes,No,57.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),70.35,4124.65,0
+6000-APYLU,Male,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.8,713.1,0
+7105-BENQF,Male,0,No,Yes,15.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,No,Mailed check,64.85,950.75,0
+7721-DVEKZ,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,0
+3566-VVORZ,Female,0,Yes,No,12.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.9,505.95,0
+9507-HSMMZ,Male,0,No,No,54.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.0,1149.65,0
+2480-SQIOB,Male,0,Yes,Yes,4.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.8,169.65,0
+0947-IDHRQ,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,80.3,526.7,0
+7813-TKCVO,Female,0,Yes,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,393.15,0
+0128-MKWSG,Female,0,No,Yes,26.0,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,45.8,1147.0,0
+3672-YITQD,Male,1,Yes,No,36.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.1,3021.6,0
+4350-ZTLPI,Female,0,Yes,No,53.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),108.95,5718.2,0
+9048-JVYVF,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,69.35,191.35,0
+0361-HJRDX,Female,0,No,No,68.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),64.35,4539.6,0
+5727-MYATE,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.8,6397.6,0
+3823-KYNQY,Male,0,No,No,12.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.95,280.4,0
+8988-ECPJR,Female,1,Yes,Yes,34.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,79.6,2718.3,0
+7570-WELNY,Female,0,Yes,No,68.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Two year,Yes,Bank transfer (automatic),84.7,5711.05,0
+3021-VLNRJ,Female,0,No,Yes,50.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),70.8,3478.15,0
+3776-EKTKM,Female,1,No,No,1.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,36.45,36.45,0
+2080-CAZNM,Female,1,No,No,41.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,4133.95,0
+1028-FFNJK,Male,1,Yes,No,30.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.5,2917.65,0
+6907-FLBER,Male,0,No,No,1.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.3,54.3,0
+3001-UNBTL,Male,1,Yes,Yes,29.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.95,2964.8,0
+5982-PSMKW,Female,0,Yes,Yes,23.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),91.1,2198.3,0
+3507-GASNP,Male,0,No,Yes,60.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,1189.9,0
+7096-ZNBZI,Female,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26.45,1914.5,0
+1902-XBTFB,Male,0,No,Yes,22.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.4,2001.5,0
+1676-MQAOA,Male,0,No,No,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),75.1,5336.35,0
+0786-IVLAW,Female,1,No,No,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),108.1,7238.6,0
+7566-DSRLQ,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.15,7998.8,0
+0643-OKLRP,Female,1,Yes,No,47.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,80.35,3825.85,0
+7245-JMTTQ,Female,0,No,No,51.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.5,5703.25,0
+6050-IJRHS,Female,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.5,7397.0,0
+6202-JVYEU,Male,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.9,164.6,0
+8591-TKMZH,Male,0,Yes,Yes,59.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,111.1,6555.2,0
+0734-OXWBT,Male,0,No,Yes,3.0,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Mailed check,70.7,225.65,0
+4282-ACRXS,Male,1,Yes,No,38.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.85,955.75,0
+0365-TRTPY,Female,0,No,No,37.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),91.2,3382.3,0
+7349-ALMUX,Male,0,No,No,37.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),65.6,2313.8,0
+9381-NDKME,Female,1,Yes,No,24.0,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),40.65,933.3,0
+6502-KUGLL,Female,0,Yes,Yes,14.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),59.45,780.85,0
+1841-YSJGV,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.95,7852.4,0
+2794-XIMMO,Male,0,Yes,No,53.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,60.45,3184.25,0
+8382-SHQEH,Female,0,Yes,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.9,764.95,0
+3511-BFTJW,Male,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Credit card (automatic),38.5,2763.0,0
+7668-XCFYV,Female,1,Yes,No,17.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.55,1614.7,0
+2983-ZANRP,Female,0,Yes,Yes,2.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),73.55,145.4,0
+7845-URHJN,Female,0,Yes,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,156.25,0
+3034-ZBEQN,Female,0,Yes,No,48.0,No,No phone service,DSL,No,Yes,Yes,No,No,No,One year,No,Mailed check,34.7,1604.5,0
+5018-HEKFO,Female,0,No,No,10.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.5,270.15,0
+3976-NLDEZ,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,20.6,0
+2282-YGNOR,Female,0,No,No,29.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,No,Credit card (automatic),58.0,1734.5,0
+5336-UFNZP,Female,1,Yes,Yes,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.45,7047.5,0
+6854-EXGSF,Female,0,No,No,8.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),65.5,573.15,0
+1241-EZFMJ,Male,0,Yes,No,61.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.45,1538.6,0
+9233-PSYHO,Female,1,No,No,45.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),100.15,4459.8,0
+5376-PCKNB,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.45,7459.0,0
+8044-BGWPI,Male,0,Yes,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.15,306.05,0
+4060-LDNLU,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,96.2,639.7,0
+3589-PPVKW,Male,0,No,No,9.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.4,348.15,0
+8327-LZKAS,Female,1,Yes,No,43.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,107.55,4533.9,0
+5887-IKKYO,Male,0,Yes,Yes,58.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),94.35,5563.65,0
+1075-BGWOH,Male,1,Yes,No,16.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.75,1587.55,0
+1755-RMCXH,Male,0,Yes,Yes,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,40.25,0
+0302-JOIVN,Female,0,Yes,No,8.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.15,842.9,0
+3858-XHYJO,Female,0,Yes,No,40.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),105.75,4228.55,0
+4299-SIMNS,Male,0,No,No,9.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,81.15,784.45,0
+7025-IWFHT,Male,0,No,No,41.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,89.55,3729.75,0
+6261-LHRTG,Female,0,No,No,26.0,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),54.75,1406.9,0
+7841-FCRQD,Female,0,Yes,No,33.0,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),53.75,1857.3,0
+2056-EVGZL,Male,0,Yes,Yes,68.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),105.75,7322.5,0
+8777-MBMTS,Female,1,Yes,No,65.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),105.85,6725.5,0
+7753-USQYQ,Male,0,No,No,55.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Electronic check,64.2,3627.3,0
+5366-IJEQJ,Male,0,No,No,20.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,88.7,1761.45,0
+7661-CPURM,Male,0,No,No,19.0,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),87.7,1725.95,0
+6233-HXJMX,Female,0,No,No,45.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),89.3,4192.15,0
+5902-WBLSE,Female,0,Yes,Yes,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.15,1411.2,0
+1981-INRFU,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.75,164.5,0
+4971-PUYQO,Female,0,No,No,27.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,94.55,2724.6,0
+3239-TPHPZ,Female,0,Yes,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,20.05,264.55,0
+5115-GZDEL,Male,0,No,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),67.2,4671.7,0
+3338-CVVEH,Male,0,No,No,12.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.55,1173.55,0
+8485-GJCDN,Female,1,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.05,318.5,0
+2615-YVMYX,Male,1,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,107.5,7713.55,0
+2851-STERV,Male,1,No,No,35.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,73.0,2471.25,0
+4393-GEADV,Male,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),114.75,7842.3,0
+8486-AYEQH,Female,0,No,No,31.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.05,2227.8,0
+1527-SXDPN,Male,0,Yes,Yes,52.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),96.25,4990.25,0
+6029-WTIPC,Male,1,No,No,37.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.1,3744.05,0
+8634-CILSZ,Male,0,No,No,69.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.7,7220.35,0
+5419-JKZNQ,Male,1,Yes,No,30.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,77.9,2351.45,0
+2495-KZNFB,Female,0,No,No,33.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.65,2989.6,0
+1409-PHXTF,Male,1,Yes,No,54.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.45,6077.75,0
+4560-WQAQW,Female,0,No,No,59.0,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,No,Bank transfer (automatic),68.7,4070.95,0
+9591-YVTEB,Male,1,No,No,55.0,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,44.85,2479.05,0
+9309-BZGNT,Male,1,Yes,No,69.0,No,No phone service,DSL,No,No,Yes,No,No,No,One year,Yes,Credit card (automatic),29.8,2134.3,0
+4274-DRSQT,Female,0,No,No,66.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),88.9,6000.1,0
+2027-DNKIV,Male,0,Yes,Yes,37.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Mailed check,58.75,2203.1,0
+8075-GXIUB,Male,1,Yes,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.85,183.15,0
+2885-HIJDH,Male,0,Yes,Yes,69.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.9,6194.1,0
+5424-RLQLC,Male,0,No,No,10.0,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,59.65,638.95,0
+6682-QJDGB,Male,0,No,Yes,40.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,55.25,2139.2,0
+6507-DTJZV,Male,0,No,Yes,13.0,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),66.4,831.75,0
+8780-IXSTS,Female,0,No,No,6.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.1,521.3,0
+7673-BQGKU,Female,0,Yes,Yes,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.15,1337.5,0
+6723-WSNTY,Female,1,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),108.1,7181.95,0
+9530-EHPOH,Male,0,No,No,11.0,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,53.75,608.0,0
+2725-IWWBA,Male,0,Yes,Yes,46.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,No,Mailed check,56.9,2560.1,0
+0345-HKJVM,Female,0,No,No,6.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.3,577.6,0
+1061-PNTHC,Female,0,Yes,Yes,56.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,109.6,5953.0,0
+0394-YONDK,Male,0,Yes,Yes,70.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,1790.15,0
+6574-MCOEH,Female,0,Yes,Yes,33.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,79.15,2531.4,0
+7399-QHBJS,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Credit card (automatic),66.75,4760.3,0
+3049-SOLAY,Female,0,Yes,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.2,292.85,0
+0997-YTLNY,Female,0,No,Yes,19.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,48.8,953.65,0
+3317-HRTNN,Female,1,No,No,5.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,45.7,198.0,0
+9479-HYNYL,Female,0,Yes,No,71.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),80.7,5705.05,0
+3235-ETOOB,Male,0,Yes,No,8.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,609.9,0
+9708-KFDBY,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.55,20.55,0
+8058-INTPH,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.65,79.65,0
+3642-GKTCT,Female,0,No,No,61.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,115.1,6993.65,0
+0774-RMNUW,Female,0,Yes,Yes,71.0,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),59.7,4122.65,0
+1334-PDUKM,Female,0,Yes,No,68.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Credit card (automatic),86.45,5762.95,0
+0756-MPZRL,Male,0,No,No,46.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,No,Credit card (automatic),33.7,1537.85,0
+2242-MFOTG,Male,0,No,No,33.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,One year,No,Bank transfer (automatic),80.1,2603.3,0
+2927-CVULT,Female,0,Yes,Yes,53.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),104.05,5566.4,0
+2144-BFDSO,Female,1,Yes,No,50.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),108.75,5431.9,0
+8745-PVESG,Female,0,No,No,57.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),41.1,2258.25,0
+7647-GYYKX,Female,0,Yes,Yes,54.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.35,1092.35,0
+5647-FXOTP,Female,1,Yes,No,60.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.9,6401.25,0
+5569-OUICF,Female,1,Yes,No,28.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),101.3,2812.2,0
+8821-XNHVZ,Female,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,80.05,80.05,0
+2082-OJVTK,Male,0,Yes,Yes,29.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.2,2698.35,0
+9700-ISPUP,Female,0,Yes,Yes,10.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,65.5,616.9,0
+9839-ETQOE,Male,0,No,Yes,43.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,40.45,1912.85,0
+6078-VESFR,Male,1,Yes,No,13.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.45,849.1,0
+9027-TMATR,Female,0,Yes,No,43.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,78.8,3460.3,0
+5940-NFXKV,Male,0,Yes,Yes,19.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.65,1465.75,0
+1941-HOSAM,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.1,90.1,0
+9110-HSGTV,Female,0,No,No,69.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),82.45,5555.3,0
+0704-VCUMB,Female,0,Yes,No,61.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,1278.8,0
+6171-ZTVYB,Male,0,Yes,No,43.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),66.25,2907.35,0
+8053-WWDRO,Female,0,Yes,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,146.3,0
+9564-KCLHR,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,51.25,51.25,0
+1935-IMVBB,Male,0,Yes,No,56.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,89.7,4952.95,0
+2535-PBCGC,Female,0,Yes,No,70.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),64.55,4504.9,0
+2082-CEFLT,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.6,45.6,0
+1470-PSXNM,Male,0,Yes,Yes,49.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,93.65,4520.15,0
+1213-NGCUN,Female,0,No,No,6.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),49.65,267.35,0
+2498-XLDZR,Female,0,Yes,Yes,32.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Mailed check,73.6,2316.85,0
+9866-OCCKE,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,109.75,8075.35,0
+5338-YHWYT,Male,0,No,Yes,37.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Credit card (automatic),61.45,2302.35,0
+7718-UPSKJ,Female,0,Yes,No,69.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),106.4,7251.9,0
+8731-WBBMB,Female,0,Yes,No,26.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),81.9,2078.55,0
+1448-CYWKC,Female,0,Yes,Yes,58.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),105.2,6225.4,0
+7901-IIDQV,Male,0,No,No,24.0,Yes,Yes,DSL,No,No,No,Yes,No,No,One year,No,Bank transfer (automatic),54.6,1242.25,0
+2690-DVRVK,Male,0,Yes,Yes,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.55,99.45,0
+5688-KZTSN,Male,0,Yes,Yes,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.0,288.05,0
+1270-XKUCC,Female,0,Yes,Yes,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,599.25,0
+0334-ZFJSR,Female,0,Yes,No,55.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),66.05,3462.1,0
+2894-QOJRX,Female,0,Yes,No,25.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),34.0,853.0,0
+5747-PMBSQ,Male,1,Yes,No,10.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,92.5,934.1,0
+5583-EJXRD,Male,0,Yes,Yes,44.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),54.05,2375.2,0
+4565-EVZMJ,Female,0,No,No,47.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,58.9,2813.05,0
+3143-JQEGI,Female,0,Yes,Yes,13.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,88.35,1222.8,0
+6386-SZZKH,Female,0,Yes,Yes,49.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.95,5293.2,0
+3327-YBAKM,Female,0,Yes,No,64.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,96.9,6314.35,0
+9441-QHEVC,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.1,19.1,0
+6705-LNMDD,Male,0,No,No,20.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,50.0,1003.05,0
+2580-ASVVY,Female,0,Yes,No,37.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,No,Electronic check,45.4,1593.1,0
+3370-GQEAL,Male,0,Yes,Yes,30.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,85.45,2509.95,0
+5032-USPKF,Female,0,No,No,38.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),84.1,3187.65,0
+2982-IHMFT,Female,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.45,74.45,0
+3521-SYVOR,Female,0,No,No,37.0,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,64.75,2345.2,0
+4254-QPEDE,Female,0,Yes,No,52.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),66.25,3330.1,0
+6283-GITPX,Male,0,No,Yes,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),76.9,5522.7,0
+9526-JAWYF,Male,0,No,No,26.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Electronic check,89.8,2335.3,0
+0771-CHWSK,Male,0,No,No,66.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),74.6,4798.4,0
+9788-HNGUT,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.95,8594.4,0
+9495-REDIY,Male,0,No,Yes,25.0,No,No phone service,DSL,Yes,No,No,No,Yes,No,One year,Yes,Credit card (automatic),40.65,970.55,0
+5375-XLDOF,Male,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.35,7665.8,0
+1172-VIYBP,Male,0,Yes,Yes,53.0,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Two year,No,Bank transfer (automatic),69.7,3686.05,0
+5649-VUKMC,Female,0,No,No,12.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Mailed check,95.5,1115.15,0
+6559-PDZLR,Male,0,No,No,26.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.65,2537.0,0
+8992-OBVDG,Male,0,No,No,21.0,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,61.65,1393.6,0
+4273-MBHYA,Female,0,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.35,89.35,0
+4724-WXVWF,Male,0,No,No,48.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,95.4,4445.3,0
+5701-GUXDC,Female,0,Yes,No,26.0,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),35.4,978.6,0
+1460-UZPRJ,Male,0,Yes,No,60.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,1258.15,0
+6082-GLJIX,Male,0,No,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,331.35,0
+5143-EGQFK,Female,1,No,No,10.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.65,291.4,0
+4919-IKATY,Male,0,Yes,Yes,5.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.5,453.75,0
+2495-TTHBQ,Female,0,No,Yes,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.4,84.75,0
+0485-ZBSLN,Male,0,Yes,Yes,65.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,1715.1,0
+3810-PJUHR,Male,0,Yes,Yes,70.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.35,1715.15,0
+9050-QLROH,Male,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.7,1597.25,0
+0847-HGRML,Male,0,No,Yes,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.0,1250.1,0
+8232-CTLKO,Female,0,Yes,Yes,66.0,Yes,No,DSL,Yes,No,No,No,Yes,No,Two year,Yes,Electronic check,59.75,3996.8,0
+9227-YBAXE,Female,0,Yes,Yes,65.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),82.5,5215.1,0
+6168-WFVVF,Female,1,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,235.5,0
+9860-LISIZ,Female,0,No,No,34.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,673.2,0
+0112-QAWRZ,Male,0,Yes,Yes,16.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),90.8,1442.2,0
+0877-SDMBN,Female,0,No,No,54.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.95,5639.05,0
+2786-GCDPI,Female,1,No,No,50.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.95,5222.35,0
+4043-MKDTV,Male,0,Yes,No,71.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,105.25,7291.75,0
+8065-YKXKD,Female,0,No,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.75,799.65,0
+9637-EIHEQ,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,50.8,50.8,0
+9229-RQABD,Male,0,No,No,18.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,23.75,424.5,0
+8313-KTIHG,Male,0,No,No,4.0,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,61.3,249.4,0
+5320-BRKGK,Female,0,Yes,Yes,58.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Mailed check,75.8,4415.75,0
+6284-KMNUF,Female,0,Yes,No,56.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,98.0,5270.6,0
+9689-PTNPG,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.25,144.55,0
+9465-RWMXL,Male,0,Yes,No,32.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.9,2447.95,0
+6229-UOLQL,Male,0,Yes,Yes,56.0,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Mailed check,52.0,2884.9,0
+2362-IBOOY,Male,0,No,No,36.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.75,3050.15,0
+3137-LUPIX,Female,0,No,No,4.0,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,64.4,253.0,0
+0843-WTBXE,Male,0,No,No,53.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),85.45,4517.25,0
+6143-JQKEA,Male,0,No,No,10.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),45.8,436.2,0
+8676-OOQEJ,Male,0,No,No,4.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,30.5,118.4,0
+5515-IDEJJ,Male,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,0
+9701-CDXHR,Female,0,Yes,No,51.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.15,3649.6,0
+7450-NWRTR,Male,1,No,No,12.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.45,1200.15,0
+8124-NZVGJ,Female,0,No,No,6.0,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,49.25,255.6,0
+2162-FRZAA,Male,0,Yes,Yes,63.0,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),39.35,2395.05,0
+5376-DEQCP,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.6,70.6,0
+5118-MUEYH,Female,0,Yes,No,48.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.1,5083.55,0
+9095-HFAFX,Female,0,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),81.0,389.6,0
+5627-TVBPP,Female,0,No,Yes,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.1,644.5,0
+2379-ENZGV,Male,0,No,No,6.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.85,523.5,0
+3936-QQFLL,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,39.3,0
+2589-AYCRP,Female,0,No,No,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.75,989.05,0
+4067-HLYQI,Female,0,No,No,33.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.4,2406.1,0
+5124-EOGYE,Male,0,No,No,31.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,638.55,0
+5057-RKGLH,Female,0,Yes,Yes,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,191.1,0
+0292-WEGCH,Female,0,Yes,Yes,54.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,86.2,4524.05,0
+8910-ICHIU,Female,0,No,No,46.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),95.65,4664.2,0
+4097-YODCF,Male,0,No,Yes,34.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,103.8,3470.8,0
+9715-WZCLW,Male,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,Yes,Electronic check,97.2,6910.3,0
+9786-YWNHU,Female,0,Yes,Yes,63.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,63.55,4014.2,0
+6407-GSJNL,Female,0,No,No,51.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.95,1288.0,0
+6005-OBZPH,Female,1,No,No,26.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.15,2277.65,0
+4049-ZPALD,Female,0,Yes,No,64.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),99.0,6375.8,0
+7932-WPTDS,Female,1,Yes,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.8,24.8,0
+3733-UOCWF,Male,1,Yes,No,61.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),85.55,5251.75,0
+6833-JMZYP,Female,0,No,No,15.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.0,1505.45,0
+2722-VOJQL,Male,0,No,No,64.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.65,6903.1,0
+1310-QRITU,Female,0,No,No,18.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.3,913.3,0
+8961-QDZZJ,Female,0,Yes,Yes,57.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,95.0,5535.8,0
+9715-SBVSU,Male,0,Yes,Yes,14.0,Yes,No,DSL,Yes,Yes,No,No,No,Yes,Two year,Yes,Bank transfer (automatic),61.4,815.55,0
+8490-BXHEO,Male,1,No,No,18.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.55,1411.65,0
+7173-TETGO,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),78.5,5602.25,0
+7929-SKFGK,Male,0,Yes,No,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),114.3,8244.3,0
+2300-RQGOI,Female,0,No,No,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,741.5,0
+3563-SVYLG,Male,0,Yes,Yes,68.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),62.65,4375.8,0
+5228-EXCET,Male,0,No,No,13.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.85,1008.7,0
+6435-VWCCY,Male,1,Yes,No,65.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Two year,Yes,Credit card (automatic),92.7,5968.4,0
+4998-IKFSE,Female,0,No,No,30.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,100.45,3096.9,0
+8630-QSGXK,Male,0,Yes,No,51.0,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),75.2,3901.25,0
+2455-USLMV,Female,0,No,No,31.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.75,2613.4,0
+7394-FKDNK,Female,0,Yes,No,9.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.45,853.1,0
+9488-FVZCC,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),79.5,5661.7,0
+6331-LWDTQ,Male,0,No,No,10.0,Yes,Yes,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),72.15,794.25,0
+5995-WWKKG,Female,0,No,No,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.8,695.05,0
+1597-FZREH,Female,0,No,No,2.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,76.4,160.8,0
+7879-CGSFV,Male,0,No,No,55.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,100.9,5552.05,0
+9921-EZKBY,Male,0,No,Yes,33.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.3,3275.15,0
+7432-FFVAR,Female,0,Yes,Yes,46.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),90.95,4236.6,0
+7246-ZGQDF,Female,0,No,Yes,1.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.5,54.5,0
+7000-WCEVQ,Female,1,No,No,20.0,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,61.6,1174.35,0
+0727-IWKVK,Male,0,Yes,No,9.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.9,741.7,0
+5959-BELXA,Male,1,No,No,32.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),96.15,3019.25,0
+4456-RHSNB,Female,0,Yes,Yes,19.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.6,962.9,0
+3512-IZIKN,Female,0,Yes,No,70.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),65.3,4759.75,0
+2481-SBOYW,Female,0,No,Yes,61.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.0,1498.35,0
+7109-MFBYV,Male,0,No,No,26.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.45,1233.15,0
+1833-TCXKK,Male,0,Yes,No,45.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),107.75,4882.8,0
+1832-PEUTS,Male,0,Yes,Yes,62.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),89.1,5411.65,0
+6141-OOXUQ,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,0
+8660-BUETV,Female,0,No,No,3.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.75,148.05,0
+0580-PIQHM,Female,0,Yes,Yes,41.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),101.6,3930.55,0
+5696-CEIQJ,Male,0,Yes,Yes,67.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),103.15,6895.5,0
+7503-ZGUZJ,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,84.65,84.65,0
+1696-HXOWK,Female,0,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,No,Mailed check,95.65,6856.95,0
+3026-ATZYV,Female,0,Yes,Yes,37.0,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),75.1,2658.8,0
+4012-YCFAI,Male,0,Yes,No,60.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,61.35,3766.2,0
+2506-TNFCO,Female,1,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,69.55,0
+9970-QBCDA,Female,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,129.55,0
+8718-PTMEZ,Female,0,No,No,13.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,31.05,347.25,0
+9496-IVVRP,Female,0,Yes,Yes,11.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),51.0,581.7,0
+2207-OBZNX,Male,0,No,No,7.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,51.0,354.05,0
+2657-VPXTA,Female,0,Yes,Yes,10.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,88.85,929.45,0
+6551-VLJMV,Male,0,Yes,No,34.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,679.0,0
+1221-GHZEP,Female,0,No,No,62.0,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Two year,Yes,Mailed check,65.1,3846.75,0
+9289-LBQVU,Male,0,Yes,No,64.0,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,70.15,4480.7,0
+6142-VSJQO,Female,0,Yes,Yes,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.35,44.35,0
+3458-IDMFK,Male,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.75,499.4,0
+6933-FHBZC,Female,0,No,No,26.0,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,Yes,Mailed check,56.05,1553.2,0
+0221-NAUXK,Male,0,No,Yes,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.95,219.5,0
+9770-KXGQU,Female,0,No,No,53.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,No,Mailed check,98.6,5311.85,0
+6437-UKHMV,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.7,586.05,0
+6538-POCHL,Male,0,No,No,33.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),79.0,2576.8,0
+6726-NNFWD,Female,1,Yes,No,71.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,No,Credit card (automatic),89.45,6435.25,0
+3002-WQZWT,Female,0,No,No,29.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.2,1993.25,0
+4277-UDIEF,Male,0,Yes,Yes,24.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),81.0,1923.85,0
+1208-NBVFH,Male,0,Yes,Yes,20.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,49.6,939.8,0
+4912-PIGUY,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.6,84.6,0
+1114-CENIM,Male,0,No,Yes,54.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),55.0,3092.65,0
+6060-DRTNL,Female,1,No,No,5.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,84.85,415.55,0
+2725-TTRIQ,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.2,5986.55,0
+3374-TTZTK,Male,0,Yes,No,52.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,106.3,5487.0,0
+8990-ZXLSU,Female,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.05,651.5,0
+2275-RBYQS,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.4,45.4,0
+8473-VUVJN,Male,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.65,73.65,0
+6289-CPNLD,Male,0,Yes,Yes,33.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,73.9,2405.05,0
+5536-SLHPM,Female,0,Yes,No,55.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,77.75,4458.15,0
+4419-UJMUS,Male,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,99.35,6856.45,0
+7794-JASDG,Male,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.75,50.75,0
+7609-YBPXG,Male,0,No,No,54.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),87.1,4735.2,0
+5519-TEEUH,Male,0,No,Yes,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.15,682.15,0
+7856-GANIL,Male,1,Yes,No,45.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),98.7,4525.8,0
+0804-XBFBV,Female,0,No,Yes,11.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.2,321.05,0
+2676-OXPPQ,Male,0,No,No,6.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.7,335.65,0
+3703-TTEPD,Male,0,No,No,21.0,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),65.35,1424.4,0
+2799-TSLAG,Female,0,Yes,Yes,65.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.3,1748.55,0
+0196-VULGZ,Female,1,Yes,No,6.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.35,474.9,0
+8837-VVWLQ,Female,0,No,No,8.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.95,668.4,0
+2696-NARTR,Male,0,No,No,11.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,73.85,926.25,0
+2208-NKVVH,Male,0,Yes,Yes,43.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.25,1077.95,0
+7614-QVWQL,Male,0,Yes,Yes,49.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),51.8,2541.25,0
+1976-CFOCS,Female,1,Yes,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.0,46.0,0
+4631-OACRM,Male,1,No,No,15.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.4,1156.1,0
+7139-JZFVG,Male,0,Yes,Yes,60.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),60.5,3694.45,0
+4987-GQWPO,Male,0,No,No,17.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),25.1,382.8,0
+3755-JBMNH,Male,1,Yes,No,16.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),71.8,1167.8,0
+1757-TCATG,Male,0,Yes,Yes,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.05,746.75,0
+6345-ULYRW,Male,1,Yes,No,44.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,No,Mailed check,88.4,3912.9,0
+4776-XSKYQ,Female,0,Yes,Yes,12.0,No,No phone service,DSL,No,No,No,Yes,No,No,One year,No,Credit card (automatic),30.25,368.85,0
+8048-DSDFQ,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,0
+5753-QQWPW,Female,0,No,No,28.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Electronic check,59.9,1654.7,0
+6010-DDPPW,Male,0,Yes,No,70.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.15,1940.85,0
+1809-DMJHQ,Female,0,No,Yes,5.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46.0,221.7,0
+6693-FRIRW,Male,0,No,No,18.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),101.3,1794.65,0
+6586-MYGKD,Male,0,Yes,No,70.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),76.95,5289.8,0
+3173-NVMPX,Female,0,Yes,Yes,9.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,55.3,501.2,0
+0248-PGHBZ,Female,1,No,No,67.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),92.45,6140.85,0
+0623-GDISB,Female,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),48.45,48.45,0
+2892-GESUL,Female,0,Yes,Yes,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,309.25,0
+6923-EFPNL,Male,0,No,No,4.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),51.75,201.1,0
+7472-EQOAV,Male,1,Yes,Yes,71.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),86.7,6179.35,0
+9574-RKJIF,Male,0,Yes,Yes,30.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.4,2838.7,0
+2043-WVTQJ,Male,0,Yes,No,1.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,55.7,55.7,0
+8034-RYTVV,Female,0,No,No,55.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),84.25,4589.85,0
+3863-QSTYI,Male,0,No,No,59.0,Yes,No,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,64.65,3735.45,0
+2619-WFQWU,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.15,70.15,0
+5044-LRQAQ,Female,0,Yes,No,7.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.2,477.55,0
+1716-LSAMB,Male,0,Yes,Yes,45.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),54.65,2553.7,0
+1333-PBMXB,Female,0,Yes,Yes,54.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.75,1342.15,0
+6546-OPBBH,Male,0,Yes,Yes,51.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,23.95,1216.35,0
+5985-BEHZK,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),105.0,7578.05,0
+9127-QRZMH,Male,0,Yes,No,44.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),59.85,2603.95,0
+5919-VCZYM,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,42.7,0
+9644-KVCNC,Female,0,No,No,66.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),92.15,6056.9,0
+2137-DQMEV,Male,0,Yes,Yes,68.0,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,One year,No,Mailed check,44.8,2983.65,0
+8174-LNWMW,Female,0,No,No,31.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.9,689.35,0
+9279-CJEOJ,Female,1,No,No,21.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.4,2025.1,0
+7964-VEXDG,Male,0,No,Yes,21.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,80.35,1747.2,0
+2404-JIBFC,Female,0,Yes,Yes,55.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.1,4657.95,0
+0778-NELLA,Male,0,No,No,9.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),34.7,296.1,0
+8029-XYPWT,Male,1,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.05,8016.6,0
+4614-NUVZD,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.1,81.1,0
+4632-PAOYU,Male,0,Yes,Yes,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,433.5,0
+3803-KMQFW,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.55,20.55,0
+6804-GDMOI,Female,0,No,No,61.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,106.6,6428.4,0
+2990-OGYTD,Female,0,Yes,No,67.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.15,5883.85,0
+6646-JPPHA,Female,1,No,No,14.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,78.85,1043.8,0
+9572-MTILT,Male,0,Yes,No,59.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,106.75,6252.9,0
+7658-UYUQS,Male,1,Yes,No,21.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),86.55,1857.25,0
+7880-XSOJX,Male,0,No,No,4.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,42.4,146.4,0
+9611-CTWIH,Female,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.45,240.45,0
+4589-IUAJB,Male,0,Yes,No,70.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.25,1724.15,0
+0329-GTIAJ,Female,0,No,No,3.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,97.9,315.3,0
+8746-BFOAJ,Male,1,No,No,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,429.55,0
+8457-XIGKN,Male,0,No,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.6,356.15,0
+6072-NUQCB,Male,0,Yes,Yes,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.25,488.25,0
+6629-CZTTH,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,55.7,55.7,0
+8838-GPHZP,Female,0,No,No,63.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.6,1298.7,0
+8750-QWZAJ,Female,0,Yes,Yes,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,1378.75,0
+5364-EVNIB,Male,0,No,No,13.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.8,973.45,0
+6918-UMQCG,Female,0,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,80.2,384.25,0
+0675-NCDYU,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.4,8543.25,0
+6339-DKLMK,Female,0,No,No,13.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,31.65,389.95,0
+1346-PJWTK,Male,0,Yes,No,61.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),94.15,5731.85,0
+5088-QZLRL,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.65,20.65,0
+8023-QHAIO,Female,1,Yes,No,56.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),76.85,4275.75,0
+4397-FRLTA,Female,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,84.5,0
+3057-VJJQE,Male,0,No,No,35.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Two year,No,Mailed check,55.25,1924.1,0
+5087-SUURX,Female,0,Yes,No,18.0,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,39.05,669.85,0
+2302-OUZXB,Male,0,Yes,No,72.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),82.15,5784.3,0
+8133-ANHHJ,Female,1,No,No,49.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),103.0,5166.2,0
+2270-CHBFN,Female,0,Yes,No,44.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),95.1,4060.55,0
+0013-EXCHZ,Female,1,Yes,No,3.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,83.9,267.4,0
+5982-FPVQN,Female,0,Yes,Yes,37.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.15,3532.85,0
+9107-UKCKY,Male,0,Yes,No,61.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,79.8,4914.8,0
+4654-ULTTN,Male,0,Yes,No,70.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),74.8,5315.8,0
+5550-VFRLC,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.85,69.85,0
+5546-BYZSM,Female,0,No,No,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.45,775.6,0
+1492-KGETH,Male,0,Yes,Yes,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),78.35,5445.95,0
+4929-BSTRX,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,53.55,53.55,0
+4163-HFTUK,Male,0,No,No,51.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.1,1007.8,0
+8215-NGSPE,Female,0,Yes,Yes,42.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.0,833.55,0
+2225-ZRGSG,Female,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),93.9,6579.05,0
+8859-YSTWS,Male,0,No,No,48.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.95,1004.5,0
+5271-YNWVR,Male,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,113.15,7856.0,0
+7601-DHFWZ,Female,0,No,No,48.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.0,1183.05,0
+2657-ALMWY,Female,1,Yes,No,26.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,84.95,2169.75,0
+6330-JKLPC,Male,0,Yes,No,11.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.5,896.9,0
+4667-OHGKG,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,19.3,0
+1998-VHJHK,Female,0,No,No,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.15,501.35,0
+1707-HABPF,Female,1,No,No,46.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),91.3,4126.35,0
+1660-HSOOQ,Male,0,No,No,1.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,49.65,49.65,0
+7253-UVNDW,Female,0,No,No,46.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),54.35,2460.15,0
+0487-VVUVK,Male,0,Yes,Yes,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.15,477.6,0
+7228-OMTPN,Male,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,88.45,370.65,0
+5063-IUOKK,Male,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,265.75,0
+4508-OEBEY,Male,0,Yes,No,31.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),75.5,2424.45,0
+0027-KWYKW,Female,0,Yes,Yes,23.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.75,1849.95,0
+2308-STERM,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,61.05,0
+5982-XMDEX,Female,0,No,No,65.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.5,1698.55,0
+6284-AHOOQ,Male,1,No,No,22.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),90.5,1910.6,0
+6051-PTVNS,Female,0,Yes,Yes,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.15,998.1,0
+2344-JMOGN,Male,0,Yes,No,9.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,94.85,890.6,0
+3799-ISUZQ,Male,0,Yes,Yes,7.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.95,529.5,0
+2877-VDUER,Female,0,Yes,Yes,35.0,No,No phone service,DSL,No,No,No,Yes,Yes,No,One year,No,Mailed check,40.9,1383.6,0
+9152-AMKAK,Male,0,No,No,6.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,80.25,493.4,0
+1794-HBQTJ,Female,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),48.6,48.6,0
+9432-VOFYX,Male,0,No,No,17.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.8,1207.0,0
+8049-WJCLQ,Male,0,Yes,Yes,10.0,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,60.2,563.5,0
+6586-PSJOX,Male,0,No,Yes,15.0,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,No,Credit card (automatic),55.2,864.55,0
+2460-FPSYH,Female,1,No,No,40.0,No,No phone service,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,55.8,2109.35,0
+9705-ZJBCG,Female,0,Yes,Yes,13.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),54.15,701.05,0
+4818-DRBQT,Male,0,Yes,No,29.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.15,2265.25,0
+1320-HTRDR,Female,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,220.6,0
+6847-KJLTS,Female,1,Yes,No,58.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.4,5749.8,0
+9670-BPNXF,Female,0,No,No,45.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),62.55,2796.45,0
+3913-FCUUW,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),70.45,5165.7,0
+3301-VKTGC,Male,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),85.5,5696.6,0
+1493-AMTIE,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.2,20.2,0
+9555-SAHUZ,Female,0,Yes,Yes,38.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.5,2076.05,0
+0816-TSPHQ,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,44.2,0
+9932-WBWIK,Male,0,No,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,215.25,0
+4619-EVPHY,Female,1,Yes,No,20.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),91.0,1859.5,0
+5286-YHCVC,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.8,7470.1,0
+6424-ELEYH,Female,0,Yes,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.75,229.5,0
+4391-RESHN,Male,0,No,No,23.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,104.05,2470.1,0
+9115-YQHGA,Male,0,No,No,40.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,51.1,2092.9,0
+4462-CYWMH,Male,1,Yes,No,62.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.8,5629.55,0
+8963-MQVYN,Female,0,No,Yes,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.55,469.85,0
+2458-EOMRE,Female,0,No,No,11.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),64.05,733.95,0
+9334-GWGOW,Male,1,Yes,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.85,485.25,0
+6821-BUXUX,Female,0,No,No,13.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,96.65,1244.5,0
+5028-HTLJB,Male,1,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,0
+9801-GDWGV,Female,0,No,No,39.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.45,3994.45,0
+6542-LWGXJ,Male,0,Yes,No,3.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.0,78.25,0
+5567-GZKQY,Male,0,No,No,58.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.3,1131.5,0
+1222-LRYKO,Male,0,No,Yes,6.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,26.35,184.05,0
+2320-JRSDE,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.9,19.9,0
+2087-QAREY,Female,0,Yes,No,22.0,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,54.7,1178.75,0
+0601-WZHJF,Male,0,Yes,No,14.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,46.35,667.7,0
+4423-JWZJN,Male,0,Yes,Yes,64.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,One year,No,Credit card (automatic),90.25,5629.15,0
+5143-WMWOG,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.95,19.95,0
+6490-FGZAT,Male,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,109.3,0
+5393-RXQSZ,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,79.6,79.6,0
+7452-FOLON,Male,0,No,Yes,39.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.45,958.45,0
+2320-TZRRH,Female,0,No,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,403.15,0
+0231-LXVAP,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,75.9,75.9,0
+9444-JTXHZ,Male,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.2,76.2,0
+4942-VZZOM,Male,0,Yes,No,64.0,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,Yes,Credit card (automatic),66.15,4392.5,0
+5510-BOIUJ,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,19.25,0
+7502-BNYGS,Female,0,Yes,No,46.0,Yes,No,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),69.1,3168.0,0
+4291-HYEBC,Female,1,Yes,Yes,28.0,No,No phone service,DSL,No,Yes,No,No,No,Yes,One year,Yes,Electronic check,39.1,1096.6,0
+6147-CBCRA,Female,0,Yes,No,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,669.45,0
+6047-SUHPR,Male,0,Yes,Yes,39.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Electronic check,59.8,2343.85,0
+4471-KXAUH,Female,0,Yes,No,42.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,84.3,3588.4,0
+9752-ZNQUT,Female,0,No,No,1.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,48.6,48.6,0
+7638-QVMVY,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.0,522.95,0
+1576-PFZIW,Male,1,Yes,No,70.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),105.35,7511.9,0
+5666-MBJPT,Male,0,No,No,65.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.1,1725.0,0
+7312-XSBAT,Male,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,49.75,49.75,0
+3096-GKWEB,Male,0,Yes,No,18.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,1691.9,0
+2371-JQHZZ,Male,0,Yes,No,24.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.0,2248.05,0
+0674-GCDXG,Male,0,No,No,63.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),71.9,4479.2,0
+1121-QSIVB,Female,0,No,Yes,44.0,Yes,Yes,DSL,No,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,77.55,3471.1,0
+4396-KLSEH,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.85,63.0,0
+3244-DCJWY,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.25,70.25,0
+2824-MYYBN,Female,0,Yes,Yes,37.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.25,3314.15,0
+0875-CABNR,Female,1,No,No,10.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),84.6,865.55,0
+6345-HOVES,Male,0,No,No,34.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.05,852.7,0
+8318-LCNBW,Male,0,Yes,No,35.0,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Credit card (automatic),53.15,1930.9,0
+6469-QJKZW,Female,0,Yes,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.15,91.4,0
+0147-ESWWR,Female,1,Yes,No,39.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,3949.15,0
+1217-VASWC,Male,1,Yes,No,43.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),100.55,4304.0,0
+7812-FZHPE,Female,0,Yes,Yes,17.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.1,409.9,0
+6370-ZVHDV,Female,0,Yes,No,61.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.3,1554.9,0
+5915-DGNVC,Female,0,Yes,No,49.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Electronic check,71.8,3472.05,0
+6260-XLACS,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,117.8,0
+3566-CAAYU,Female,0,Yes,Yes,64.0,No,No phone service,DSL,No,Yes,Yes,Yes,No,Yes,Two year,No,Electronic check,49.85,3210.35,0
+4983-CCWMC,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.6,207.4,0
+9103-CXVOK,Male,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,19.75,0
+2896-TBNBE,Male,0,Yes,No,40.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Electronic check,80.8,3132.75,0
+4797-AXPXK,Female,0,No,Yes,1.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,60.0,60.0,0
+5229-PRWKT,Male,0,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.55,649.65,0
+6982-UQZLY,Female,1,Yes,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.85,20.85,0
+2522-WLNSF,Female,1,Yes,No,34.0,Yes,No,DSL,No,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),64.2,2106.3,0
+3841-CONLJ,Female,0,Yes,No,1.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,35.0,35.0,0
+5057-LCOUI,Female,0,No,No,39.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.75,2011.4,0
+0193-ESZXP,Female,1,Yes,No,58.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.5,6205.5,0
+4475-NVTLU,Male,0,Yes,Yes,45.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.2,903.7,0
+4369-HTUIF,Male,1,No,No,6.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.15,503.6,0
+9386-LDCZR,Male,0,No,No,43.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),90.65,3882.3,0
+9585-KKMFD,Male,0,Yes,Yes,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.0,879.8,0
+5399-ZIMKF,Male,0,No,No,5.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.65,383.65,0
+0336-KXKFK,Male,0,No,No,72.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),61.2,4390.25,0
+5619-XZZKR,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,68.2,0
+3948-FVVRP,Male,0,Yes,Yes,9.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,54.8,452.8,0
+5327-XOKKY,Male,1,Yes,No,72.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),73.45,5329.0,0
+0983-TATYJ,Female,0,Yes,No,33.0,Yes,No,DSL,No,No,No,Yes,No,No,One year,Yes,Mailed check,51.45,1758.9,0
+1813-JYWTO,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),80.45,5737.6,0
+0156-FVPTA,Male,0,Yes,No,22.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,54.2,1152.7,0
+1984-FCOWB,Female,0,Yes,No,70.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,109.5,7674.55,0
+0654-HMSHN,Male,0,Yes,Yes,21.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,104.4,2157.95,0
+6719-OXYBR,Male,0,No,No,15.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,85.3,1219.85,0
+3312-ZWLGF,Male,1,Yes,No,29.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,79.3,2414.55,0
+6476-YHMGA,Female,0,Yes,Yes,15.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),76.5,1155.6,0
+5287-QWLKY,Male,1,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.1,7548.1,0
+0795-XCCTE,Male,1,No,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.4,1809.35,0
+0168-XZKBB,Female,0,Yes,No,19.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.85,1564.4,0
+3785-NRHYR,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,0
+5196-SGOAK,Female,0,No,No,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,75.7,75.7,0
+4537-DKTAL,Female,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.55,84.4,0
+7072-MBHEV,Female,1,Yes,Yes,11.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),78.1,864.85,0
+5602-BVFMK,Female,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.3,228.75,0
+6297-NOOPG,Female,0,Yes,No,70.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.5,7752.05,0
+1891-UAWWU,Female,1,Yes,No,20.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,90.8,1951.0,0
+8204-TIFGJ,Female,0,No,No,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.3,470.6,0
+8050-DVOJX,Male,1,No,No,49.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),81.35,4060.9,0
+6108-OQZDQ,Female,0,Yes,Yes,4.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.95,384.5,0
+0363-QJVFX,Male,0,No,No,32.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.15,3432.9,0
+8903-XEBGX,Male,0,No,Yes,2.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.3,108.65,0
+8169-SAEJD,Male,1,Yes,No,69.0,No,No phone service,DSL,Yes,Yes,No,No,Yes,Yes,Two year,No,Credit card (automatic),56.55,3952.65,0
+9840-DVNDC,Male,0,No,No,6.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),80.5,463.05,0
+1089-XZWHH,Female,0,Yes,Yes,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.7,494.05,0
+2325-WINES,Female,0,No,No,32.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.05,3416.85,0
+6064-ZATLR,Female,0,No,No,27.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Two year,No,Bank transfer (automatic),52.85,1498.65,0
+3096-JRDSO,Female,1,Yes,No,27.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.3,2867.75,0
+7824-PANSQ,Male,0,No,No,58.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),80.65,4807.35,0
+8042-JVNFH,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,71.35,71.35,0
+9648-BCHKM,Female,0,Yes,Yes,18.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.65,471.35,0
+2888-ADFAO,Female,0,Yes,Yes,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),21.3,1041.8,0
+8707-HOEDG,Female,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.2,7689.8,0
+3374-LXDEV,Female,0,No,No,13.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,89.4,1132.35,0
+4072-IPYLT,Female,0,Yes,Yes,36.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),51.05,1815.0,0
+7167-PCEYD,Male,0,No,No,67.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.8,1311.3,0
+4936-YPJNK,Female,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,199.45,0
+1580-BMCMR,Male,1,No,No,19.0,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,87.3,1637.3,0
+4817-KEQSP,Female,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1326.35,0
+6408-WHTEF,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,89.4,6376.55,0
+9251-AWQGT,Female,0,Yes,Yes,48.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.0,935.9,0
+8749-CLJXC,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,0
+7989-VCQOH,Male,0,Yes,Yes,18.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,83.25,1611.15,0
+5049-GLYVG,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,20.6,0
+4199-QHJNM,Male,1,Yes,No,67.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),102.9,6989.7,0
+8882-TLVRW,Male,0,Yes,Yes,69.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,39.1,2779.5,0
+5883-GTGVD,Male,0,No,No,19.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.95,1931.75,0
+5135-GRQJV,Male,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,114.5,8331.95,0
+2384-OVPSA,Female,1,No,No,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,735.9,0
+1371-WEPDS,Male,1,Yes,No,40.0,Yes,No,DSL,No,No,No,No,No,Yes,One year,No,Electronic check,55.8,2283.3,0
+3580-GICBM,Female,0,Yes,Yes,61.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.2,1445.2,0
+4817-QRJSX,Female,0,No,No,10.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),81.0,818.05,0
+9730-DRTMJ,Male,0,Yes,No,32.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,One year,Yes,Credit card (automatic),72.8,2333.05,0
+4686-UXDML,Female,0,No,No,21.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.85,1992.55,0
+3349-ANQNH,Female,1,No,No,59.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,99.5,5890.0,0
+2398-YPMUR,Female,1,Yes,No,13.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,916.75,0
+0932-YIXYU,Female,0,No,No,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,1029.8,0
+7480-SPLEF,Male,0,Yes,Yes,69.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26.0,1796.55,0
+7636-XUHWW,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.9,33.7,0
+1431-CYWMH,Female,0,Yes,Yes,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.05,454.05,0
+5937-EORGB,Male,1,Yes,No,15.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,96.5,1392.25,0
+6349-JDHQP,Female,0,No,No,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1049.6,0
+5539-HIVAK,Female,1,Yes,No,28.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.7,734.6,0
+5847-MXBEO,Male,0,No,No,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,475.1,0
+9985-MWVIX,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.15,70.15,0
+4583-PARNH,Male,1,Yes,No,16.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,91.55,1540.05,0
+1116-FRYVH,Female,0,Yes,Yes,48.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,39.4,1978.65,0
+1421-HCERK,Male,1,Yes,No,30.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),105.7,3181.8,0
+9633-XQABV,Female,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.25,229.7,0
+0716-BQNDX,Male,1,No,No,57.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,Two year,No,Electronic check,93.75,5625.55,0
+1265-XTECC,Female,1,Yes,No,68.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),96.55,6581.9,0
+1183-CANVH,Female,0,Yes,No,23.0,Yes,No,DSL,No,No,No,Yes,Yes,No,One year,No,Bank transfer (automatic),60.0,1347.15,0
+1972-XMUWV,Female,0,Yes,No,65.0,Yes,No,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),59.8,3808.2,0
+8679-LZBMD,Male,0,Yes,No,44.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),90.65,3974.15,0
+3407-JMJQQ,Female,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.0,7661.8,0
+6252-DFGTK,Female,0,Yes,No,37.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,One year,No,Credit card (automatic),68.1,2479.25,0
+1539-LNKHM,Female,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,266.6,0
+8645-KOMJQ,Male,0,Yes,Yes,69.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),81.95,5601.4,0
+0289-IVARM,Female,0,No,No,35.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,60.55,1982.6,0
+9761-XUJWD,Male,0,No,No,5.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),65.6,339.9,0
+4057-FKCZK,Male,0,Yes,Yes,58.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Two year,No,Bank transfer (automatic),82.5,4828.05,0
+4291-TPNFG,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),82.3,5980.55,0
+6087-YPWHO,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,68.15,4808.7,0
+3090-QFUVD,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.3,20.3,0
+2237-ZFSMY,Female,0,No,No,39.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,No,One year,Yes,Electronic check,95.55,3692.85,0
+1722-LDZJS,Male,0,Yes,Yes,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.2,1068.15,0
+1818-ESQMW,Female,0,No,No,27.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.2,2383.6,0
+4871-JTKJF,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,0
+1415-YFWLT,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.3,89.3,0
+7401-RUBNK,Female,0,Yes,No,18.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,74.8,1438.05,0
+0506-YLVKJ,Male,0,Yes,Yes,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.2,917.45,0
+8661-BOYNW,Female,0,Yes,No,72.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),84.4,6096.45,0
+6711-VTNRE,Female,0,No,No,36.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,87.55,3078.1,0
+4815-GBTCD,Female,0,Yes,No,4.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.15,99.95,0
+2805-AUFQN,Female,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,475.2,0
+0980-PVMRC,Female,0,Yes,Yes,40.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.85,2036.55,0
+7233-DRTRF,Male,0,Yes,No,63.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.4,6444.05,0
+3500-RMZLT,Female,1,No,No,15.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Mailed check,96.3,1426.75,0
+3873-NFTGI,Male,0,No,No,14.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),55.5,767.55,0
+1162-ECVII,Male,1,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.75,7932.5,0
+7048-GXDAY,Male,0,No,No,39.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.4,4040.65,0
+8571-ZCMCX,Female,0,Yes,Yes,47.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),60.0,2768.65,0
+1169-WCVAK,Male,0,Yes,No,19.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),88.8,1672.35,0
+4548-SDBKE,Female,0,No,No,5.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.2,474.8,0
+8066-POXGX,Female,0,No,No,13.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.1,446.1,0
+7129-CAKJW,Female,0,No,No,17.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),80.05,1345.65,0
+8695-ARGXZ,Male,1,Yes,No,34.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.55,2425.4,0
+3570-YUEKJ,Female,0,No,No,42.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.55,2077.95,0
+4143-OOBWZ,Male,0,Yes,No,5.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.3,416.3,0
+1555-HAPSU,Female,0,Yes,Yes,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),23.9,1663.5,0
+1697-NVVGY,Male,1,Yes,No,19.0,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),66.4,1286.05,0
+7854-EKTJL,Female,0,No,Yes,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.6,35.85,0
+8464-EETCQ,Male,0,No,No,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),18.8,1094.35,0
+2419-FSORS,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.4,7719.5,0
+8132-YPVBX,Female,0,No,No,6.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Mailed check,85.95,514.6,0
+9102-IAYHT,Female,0,Yes,Yes,17.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.45,1451.6,0
+6754-LZUKA,Male,0,Yes,No,61.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),80.9,4932.5,0
+3422-LYEPQ,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.0,71.0,0
+8099-MZPUJ,Male,0,Yes,Yes,48.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),111.8,5443.65,0
+0787-LHDYT,Male,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.6,330.25,0
+2642-DTVCO,Male,1,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.05,746.5,0
+0374-IOEGQ,Female,0,No,No,3.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.6,122.7,0
+4361-JEIVL,Male,0,No,Yes,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.4,44.4,0
+3197-NNYNB,Male,0,No,No,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),105.1,6631.85,0
+3396-DKDEL,Female,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.15,8250.0,0
+1752-OZXFY,Male,0,Yes,No,60.0,Yes,No,DSL,Yes,No,No,No,Yes,No,One year,Yes,Mailed check,59.8,3561.15,0
+9066-QRSDU,Female,0,Yes,No,69.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,26.3,1763.55,0
+9112-WSNPU,Female,1,No,No,35.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.55,2419.0,0
+9867-NNXLC,Female,0,No,No,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,470.2,0
+5321-NTRKC,Male,0,Yes,Yes,66.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),79.85,5234.95,0
+1363-TXLSL,Male,1,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,0
+9507-EXLTT,Female,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),79.35,79.35,0
+3161-GETRM,Male,0,Yes,Yes,34.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.05,3097.0,0
+0402-OAMEN,Female,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.45,1709.1,0
+6933-VLYFX,Male,0,Yes,Yes,31.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,59.95,1848.8,0
+6754-WKSHP,Male,0,No,Yes,30.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.35,723.3,0
+9846-GKXAS,Female,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),90.8,809.75,0
+6017-PPLPX,Male,0,Yes,Yes,20.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.45,1470.95,0
+4976-LNFVV,Male,1,Yes,No,19.0,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),34.3,577.15,0
+5055-MGMGF,Female,0,Yes,No,65.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.05,6914.95,0
+4641-FROLU,Female,0,Yes,Yes,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.3,602.9,0
+2862-JVEOY,Male,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.15,124.4,0
+2969-QWUBZ,Female,0,No,No,2.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,51.4,96.8,0
+9822-BIIGN,Male,0,Yes,Yes,53.0,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,71.85,3827.9,0
+2077-MPJQO,Male,1,Yes,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.4,533.05,0
+1534-OULXE,Female,0,Yes,Yes,61.0,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Bank transfer (automatic),49.7,2961.4,0
+7136-RVDTZ,Male,1,No,No,70.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,One year,Yes,Electronic check,45.25,3264.45,0
+2971-SGAFL,Female,0,No,No,13.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,78.75,995.35,0
+1480-IVEVR,Male,1,Yes,No,35.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,One year,Yes,Bank transfer (automatic),81.6,2815.25,0
+2905-KFQUV,Female,0,Yes,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),70.4,154.8,0
+4581-SSPWD,Female,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.8,246.3,0
+3370-HXOPH,Female,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,76.1,257.6,0
+9391-YZEJW,Female,0,No,No,62.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94.0,5757.2,0
+9958-MEKUC,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),103.95,7517.7,0
+0281-CNTZX,Male,0,Yes,No,63.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.95,1234.8,0
+6927-WTFIV,Male,1,No,No,20.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),71.3,1389.2,0
+4118-CEVPF,Female,1,No,No,35.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),110.8,3836.3,0
+3398-ZOUAA,Male,1,Yes,No,21.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.1,1474.75,0
+9114-VEPUF,Male,0,Yes,No,62.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Electronic check,96.1,6001.45,0
+7876-BEUTG,Female,0,No,No,15.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.8,720.1,0
+2338-BQEZT,Female,0,No,No,55.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),50.55,2832.75,0
+9873-MNDKV,Female,0,No,No,11.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.65,472.25,0
+0378-NHQXU,Female,0,Yes,Yes,17.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,88.25,1460.65,0
+8241-JUIQO,Female,0,No,No,61.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.45,1336.35,0
+2194-IIQOF,Female,0,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.3,6388.65,0
+4512-ZUIYL,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.0,153.05,0
+9631-RXVJM,Male,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.25,677.9,0
+9584-EXCDZ,Female,0,No,No,17.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.5,1165.6,0
+7969-AULMZ,Female,0,No,No,21.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.35,2119.5,0
+5093-FEGLU,Female,0,Yes,No,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.65,921.55,0
+2621-UDNLU,Female,0,Yes,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.85,72.0,0
+7526-IVLYU,Male,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,68.35,0
+2428-HYUNX,Male,1,Yes,No,44.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.35,847.25,0
+9214-EKVXR,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.0,44.0,0
+3410-MHHUM,Female,0,Yes,Yes,44.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,No,Electronic check,94.4,4295.35,0
+0568-ONFPC,Male,0,Yes,Yes,5.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.9,135.0,0
+0733-VUNUW,Male,0,No,No,24.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.65,1400.55,0
+4550-EVXNY,Female,0,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,0
+2122-YWVYA,Female,0,No,No,18.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.4,1380.4,0
+2968-SSGAA,Female,0,No,No,10.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.6,1060.2,0
+2296-DKZFP,Female,0,Yes,No,65.0,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),71.0,4386.2,0
+4844-JJWUY,Female,1,No,No,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.0,86.0,0
+6777-TGHTM,Female,0,No,No,53.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),106.95,5785.5,0
+8909-BOLNL,Male,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,21.2,52.05,0
+6603-YRDCJ,Male,0,Yes,No,33.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,61.05,2018.4,0
+3538-WZPHD,Male,0,No,No,3.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,29.6,79.45,0
+3229-USWAR,Female,0,No,No,34.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),79.95,2727.3,0
+2138-VFAPZ,Female,0,Yes,Yes,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.7,263.65,0
+6131-JLWZM,Female,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,275.4,0
+4785-QRJHC,Male,1,Yes,No,46.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),59.9,2816.65,0
+0269-XFESX,Male,0,Yes,Yes,23.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.35,538.5,0
+1709-EJDOX,Female,0,Yes,Yes,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,948.9,0
+4316-XCSLJ,Male,0,No,Yes,17.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.3,846.8,0
+8610-WFCJF,Female,0,Yes,Yes,49.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.6,4783.5,0
+9693-XMUOB,Male,1,Yes,No,59.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.25,2997.45,0
+0383-CLDDA,Female,0,No,No,69.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.35,5897.4,0
+4905-JEFDW,Male,0,No,No,11.0,No,No phone service,DSL,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,41.6,470.6,0
+2709-UQGNP,Male,0,No,No,10.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,51.65,524.5,0
+3549-ZTMNH,Male,0,Yes,Yes,12.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.0,269.65,0
+7881-INRLC,Male,0,No,No,45.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.85,4740.0,0
+8033-ATFAS,Female,0,Yes,Yes,39.0,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,59.85,2341.5,0
+1635-NZATJ,Male,1,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.45,1789.65,0
+0562-HKHML,Male,0,Yes,Yes,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),23.9,1626.4,0
+8277-RVRSV,Female,0,Yes,Yes,33.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.15,800.3,0
+9943-VSZUV,Male,1,No,No,67.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.7,5060.85,0
+0117-LFRMW,Male,0,Yes,Yes,37.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),40.2,1448.8,0
+6172-FECYY,Male,0,Yes,Yes,49.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.5,4254.85,0
+7054-ENNGU,Female,0,Yes,No,9.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,50.85,466.6,0
+1455-HFBXA,Male,0,Yes,No,52.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),91.6,4627.8,0
+9402-CXWPL,Female,0,No,No,70.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Electronic check,98.9,6838.6,0
+1628-BIZYP,Male,0,No,No,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.0,85.0,0
+1965-AKTSX,Female,1,No,No,14.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,78.95,1101.85,0
+0082-LDZUE,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.3,44.3,0
+4786-UKSNZ,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,0
+5343-SGUBI,Female,0,No,No,52.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Mailed check,80.2,4297.6,0
+0856-NAOES,Male,0,No,No,6.0,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,60.9,414.1,0
+1976-AZZPJ,Male,0,Yes,No,7.0,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,34.2,256.6,0
+7248-VZQLC,Female,1,No,No,47.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),85.2,3969.35,0
+6156-UZDLF,Female,0,No,No,26.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),87.15,2274.1,0
+3099-OONVS,Male,0,Yes,Yes,25.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.3,1296.8,0
+9500-WBGRP,Male,0,No,No,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.1,1268.85,0
+5183-KLYEM,Female,0,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),112.75,8192.6,0
+5144-PQCDZ,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,59.25,0
+8514-VZHEB,Male,0,Yes,Yes,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.5,1147.85,0
+6625-IUTTT,Male,0,No,No,67.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),65.55,4361.55,0
+9355-NPPFS,Female,1,No,No,26.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.8,2006.1,0
+0068-FIGTF,Female,0,No,No,27.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Mailed check,78.2,2078.95,0
+5965-GGPRW,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),105.25,7609.75,0
+8035-PWSEV,Female,0,No,No,6.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.25,487.05,0
+2236-HILPA,Male,0,Yes,Yes,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.65,1218.45,0
+1840-BIUOG,Male,0,No,No,20.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,68.7,1416.2,0
+1356-MKYSK,Male,0,No,No,6.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),78.65,483.3,0
+6080-LNESI,Male,0,No,No,51.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.75,1234.6,0
+1830-IPXVJ,Female,0,Yes,Yes,61.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.75,1311.6,0
+5828-DWPIL,Male,1,Yes,No,62.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,89.1,5618.3,0
+8398-TBIYD,Female,0,No,No,72.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),84.7,6185.15,0
+0011-IGKFF,Male,1,Yes,No,13.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.0,1237.85,0
+4192-GORJT,Male,0,Yes,No,5.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,498.1,0
+6496-SLWHQ,Male,1,No,No,3.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.0,294.45,0
+9912-GVSEQ,Female,1,Yes,No,26.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,93.85,2381.55,0
+2931-FSOHN,Male,1,No,No,13.0,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,59.9,788.35,0
+9418-RUKPH,Female,0,Yes,Yes,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.95,756.4,0
+5383-MMTWC,Female,1,Yes,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.0,613.4,0
+9971-ZWPBF,Male,1,Yes,Yes,34.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,108.9,3625.2,0
+4712-AUQZO,Male,0,No,No,18.0,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,33.6,550.35,0
+9711-FJTBX,Male,0,Yes,Yes,56.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Mailed check,85.85,4793.8,0
+2908-ZTPNF,Female,0,No,No,36.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),34.85,1267.2,0
+7240-ETPTR,Female,0,Yes,No,9.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.75,442.2,0
+2202-CUYXZ,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,84.85,84.85,0
+5995-OIGLP,Male,0,No,No,12.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,56.65,654.85,0
+8421-WZOOW,Female,1,Yes,Yes,57.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),95.3,5567.45,0
+6261-RCVNS,Female,0,No,No,42.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),73.9,3160.55,0
+7951-QKZPL,Female,0,Yes,Yes,33.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.5,740.3,0
+1414-YADCW,Male,0,Yes,No,70.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),84.6,5706.2,0
+8756-RDDLT,Female,0,No,No,68.0,No,No phone service,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,No,Electronic check,44.95,3085.35,0
+2862-PFNIK,Male,0,No,Yes,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.7,24.7,0
+5816-QVHRX,Female,0,No,No,37.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),100.3,3541.4,0
+4430-YHXGG,Female,0,No,Yes,4.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.45,84.2,0
+6888-SBYAI,Male,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.7,50.7,0
+7395-XWZOY,Male,0,No,No,20.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),55.0,1165.55,0
+7169-YWAMK,Male,0,Yes,Yes,72.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),68.4,4855.35,0
+3640-PHQXK,Female,0,No,No,31.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.9,2806.9,0
+6877-LGWXO,Male,1,Yes,No,18.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,78.55,1422.65,0
+6859-RKMZJ,Male,0,Yes,No,11.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),55.05,608.15,0
+2729-VNVAP,Female,0,Yes,Yes,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,641.35,0
+2957-JIRMN,Female,1,No,No,62.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,No,Electronic check,84.45,4959.15,0
+2049-BAFNW,Female,0,No,No,1.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,35.9,35.9,0
+3842-QTGDL,Male,0,Yes,No,16.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),80.75,1321.3,0
+7163-OCEQI,Male,0,Yes,Yes,22.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,78.65,1663.75,0
+9782-LGXMC,Female,0,Yes,Yes,49.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.75,3024.15,0
+5975-BAICR,Male,0,Yes,Yes,36.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,Yes,Credit card (automatic),63.7,2188.5,0
+8019-ENHXU,Male,0,Yes,No,42.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,99.45,4138.05,0
+5167-GBFRE,Male,1,No,No,4.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.2,102.5,0
+9033-EOXWV,Female,0,No,No,12.0,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,No,Mailed check,74.05,872.65,0
+4673-KKSLS,Female,0,No,No,31.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,87.6,2724.25,0
+4853-OITSN,Male,0,Yes,No,5.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.15,413.25,0
+9800-OUIGR,Male,0,Yes,Yes,66.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.0,1374.2,0
+1324-NLTJE,Female,1,No,No,15.0,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),55.0,757.1,0
+2324-EFHVG,Male,0,No,No,64.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.4,6692.65,0
+7094-MSZAO,Male,0,Yes,Yes,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.05,218.5,0
+1522-VVDMG,Male,0,Yes,Yes,7.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,89.75,608.8,0
+6907-CQGPN,Male,0,No,No,29.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,34.3,1004.75,0
+0780-XNZFN,Male,0,No,No,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.65,1125.6,0
+0239-OXEXL,Female,0,No,No,46.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,84.25,3847.6,0
+2675-IJRGJ,Male,0,No,No,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.65,978.0,0
+7049-GKVZY,Female,0,No,No,17.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,One year,No,Credit card (automatic),79.85,1387.35,0
+8577-QSOCG,Female,0,Yes,Yes,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.2,746.05,0
+3721-CNZHX,Male,0,No,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,304.6,0
+0212-ISBBF,Female,0,No,No,22.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.35,1098.85,0
+9185-TQCVP,Male,0,Yes,No,14.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.15,1139.2,0
+3585-YNADK,Female,0,Yes,No,57.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),74.6,4368.95,0
+5271-DBYSJ,Male,1,No,No,11.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),79.15,827.7,0
+1099-GODLO,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,20.35,0
+6828-HMKWP,Male,0,Yes,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.05,262.05,0
+5567-WSELE,Male,1,Yes,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.6,279.55,0
+1472-TNCWL,Male,0,No,Yes,36.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.7,3512.5,0
+8063-RJYNF,Male,0,No,No,16.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.25,1483.25,0
+0687-ZVTHB,Male,0,Yes,Yes,65.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),72.45,4653.85,0
+2080-GKCWQ,Male,0,No,No,2.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,74.95,151.75,0
+9661-ACXBS,Female,0,No,No,42.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.2,4400.75,0
+2193-SFWQW,Male,0,Yes,Yes,72.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),111.95,8033.1,0
+5656-JAMLX,Male,0,No,No,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1253.65,0
+3462-BJQQA,Female,0,No,No,6.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.75,552.65,0
+0442-TDYUO,Male,0,Yes,No,48.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.05,1036.0,0
+6733-LRIZX,Male,0,No,No,35.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.95,4025.5,0
+9503-XJUME,Male,0,No,Yes,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.65,928.4,0
+4367-NHWMM,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.9,24.9,0
+3727-RJMEO,Male,0,Yes,No,6.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,82.85,460.25,0
+3779-OSWCF,Female,0,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),93.2,6506.15,0
+6736-DHUQI,Female,0,Yes,Yes,67.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),84.8,5598.3,0
+3915-ODIYG,Male,1,No,No,60.0,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,One year,Yes,Electronic check,71.75,4374.55,0
+1360-RCYRT,Male,0,Yes,Yes,23.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),30.35,678.75,0
+2724-FJDYW,Male,0,No,Yes,39.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),54.85,2191.7,0
+4451-RWASJ,Male,0,Yes,Yes,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.5,239.75,0
+6646-VRFOL,Male,1,Yes,No,53.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.85,5485.5,0
+3460-TJBWI,Male,0,Yes,Yes,24.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.2,609.05,0
+5917-HBSDW,Female,0,Yes,Yes,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.35,683.75,0
+5685-IIXLY,Female,0,Yes,Yes,5.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.6,404.2,0
+5671-UUNXD,Female,1,Yes,No,50.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.65,5189.75,0
+0956-ACVZC,Female,0,No,No,54.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),94.1,5060.9,0
+2325-NBPZG,Female,0,No,No,3.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.55,233.65,0
+4250-ZBWLV,Male,0,No,No,68.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,108.45,7176.55,0
+4482-FTFFX,Male,0,No,No,5.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,56.15,291.45,0
+8859-DZTGQ,Male,0,No,No,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,689.75,0
+0440-MOGPM,Female,0,No,No,41.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,80.55,3263.9,0
+0020-JDNXP,Female,0,Yes,Yes,34.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,61.25,1993.2,0
+3752-CQSJI,Female,0,Yes,Yes,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,254.5,0
+5025-GOOKI,Female,0,No,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),18.9,347.65,0
+4698-KVLLG,Female,1,No,No,51.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,967.9,0
+5095-AESKG,Female,0,Yes,No,3.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),91.5,242.95,0
+2887-JPYLU,Female,0,No,Yes,41.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.2,1841.9,0
+4770-QAZXN,Female,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.45,232.1,0
+4896-CPRPF,Male,0,Yes,Yes,35.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.45,809.25,0
+1871-MOWRM,Male,0,Yes,No,12.0,Yes,No,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),80.85,866.45,0
+9714-EDSUC,Male,0,No,No,4.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,94.9,360.55,0
+2027-OAQQC,Female,0,No,No,43.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),49.05,2076.2,0
+0282-NVSJS,Female,1,Yes,Yes,12.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,29.3,355.9,0
+9090-SGQXL,Male,1,Yes,No,68.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.3,7299.65,0
+6595-YGXIT,Male,1,No,No,25.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.95,2291.2,0
+7353-YOWFP,Female,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,129.15,0
+9835-ZIITK,Male,1,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,110.85,7491.75,0
+8008-ESFLK,Female,0,Yes,No,53.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,110.5,5835.5,0
+7537-CBQUZ,Male,1,No,No,63.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.4,7031.45,0
+1555-DJEQW,Female,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.2,7723.9,0
+5649-TJHOV,Male,1,Yes,No,27.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),36.5,1032.0,0
+0519-XUZJU,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.75,70.75,0
+3363-EWLGO,Female,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,109.6,0
+4750-UKWJK,Female,1,Yes,No,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.6,727.8,0
+6338-AVWCY,Male,0,No,No,3.0,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,40.15,130.75,0
+1689-YQBYY,Female,0,No,Yes,12.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.6,893.0,0
+4487-ZYJZK,Female,0,Yes,Yes,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.6,763.1,0
+2959-FENLU,Female,0,No,No,9.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.3,781.4,0
+0708-LGSMF,Male,0,Yes,No,13.0,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,65.85,902.25,0
+9253-QXKBE,Male,1,Yes,No,29.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,2653.65,0
+7634-HLQJR,Female,0,Yes,Yes,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1016.7,0
+0487-RPVUM,Male,0,Yes,No,61.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),99.4,5943.65,0
+4079-ULGFR,Male,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,275.7,0
+2516-XSJKX,Female,0,Yes,Yes,41.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,78.45,3126.45,0
+0057-QBUQH,Female,0,No,Yes,43.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,25.1,1070.15,0
+9445-SZLCH,Female,0,Yes,Yes,36.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),97.35,3457.9,0
+6599-SFQVE,Female,0,No,No,6.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.0,340.4,0
+8331-ZXFOE,Female,0,No,No,58.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),71.1,4299.2,0
+4003-FUSHP,Male,0,No,No,19.0,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),61.55,1093.2,0
+0356-ERHVT,Male,0,Yes,No,11.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.9,521.9,0
+7325-ENZFI,Female,0,No,No,39.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),40.3,1630.4,0
+4884-ZTHVF,Female,1,No,No,8.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,87.1,713.6,0
+3920-HIHMQ,Female,0,No,Yes,26.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,49.5,1265.65,0
+3055-OYMSE,Female,1,No,No,53.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.8,4003.85,0
+0613-WUXUM,Female,0,Yes,Yes,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.2,1401.4,0
+7568-PODML,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,45.3,45.3,0
+4458-KVRBJ,Male,0,No,No,59.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.0,1510.5,0
+5349-IECLD,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,94.95,178.1,0
+1397-XKKWR,Male,0,No,No,7.0,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,35.3,264.8,0
+3945-GFWQL,Female,0,No,Yes,12.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.55,480.6,0
+8097-OMULG,Male,0,Yes,Yes,59.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),76.75,4541.9,0
+6013-BHCAW,Male,0,Yes,Yes,61.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),81.0,4976.15,0
+0401-WDBXM,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.55,7542.25,0
+3387-PLKUI,Female,0,Yes,Yes,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.8,251.25,0
+6096-EGVTU,Female,0,Yes,Yes,64.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.9,1595.5,0
+3797-VTIDR,Male,0,Yes,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,23.45,23.45,0
+5081-NWSUP,Female,0,No,No,10.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,No,Mailed check,64.9,685.55,0
+2580-ATZSQ,Female,0,Yes,Yes,65.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),61.35,3874.1,0
+8085-MSNLK,Female,0,Yes,No,62.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,113.95,6891.4,0
+9691-HKOVS,Female,0,Yes,No,55.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,90.15,4916.95,0
+9881-VCZEP,Female,0,Yes,No,25.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.1,1373.0,0
+9526-BIHHD,Male,0,No,No,1.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.7,29.7,0
+8757-TFHHJ,Male,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.8,49.8,0
+4523-WXCEF,Female,0,Yes,No,59.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,101.1,6039.9,0
+1468-DEFNC,Male,1,Yes,Yes,64.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.4,1548.65,0
+5119-KEPFY,Male,0,Yes,No,36.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.0,3440.25,0
+8364-TRMMK,Female,0,No,No,3.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.65,151.3,0
+0916-KNFAJ,Male,0,Yes,No,61.0,Yes,Yes,DSL,Yes,No,Yes,No,No,Yes,Two year,Yes,Mailed check,69.9,4226.7,0
+8319-QBEHW,Male,0,No,Yes,26.0,No,No phone service,DSL,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),39.95,1023.75,0
+3063-QFSZL,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.4,55.4,0
+8775-LHDJH,Female,1,Yes,No,1.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.6,90.6,0
+9625-QNLUX,Male,0,Yes,Yes,68.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),103.25,7074.4,0
+3097-NQYSN,Male,1,Yes,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,86.85,156.35,0
+4024-CSNBY,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),94.25,6849.75,0
+7110-BDTWG,Female,0,Yes,No,71.0,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,Two year,Yes,Electronic check,47.05,3263.6,0
+7493-GVFIO,Male,0,No,No,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1252.85,0
+0690-SRQID,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,67.55,0
+9605-WGJVW,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,70.2,0
+9114-DPSIA,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),81.0,5750.0,0
+4700-UBQMV,Male,0,Yes,Yes,21.0,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),75.9,1549.75,0
+7711-GQBZC,Female,0,Yes,Yes,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.7,1810.55,0
+3565-UNOCC,Female,1,Yes,No,29.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.05,2952.85,0
+4627-MIHJH,Female,1,No,No,69.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),110.25,7467.55,0
+9795-NREXC,Female,0,Yes,No,64.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.0,5484.4,0
+8573-CGOCC,Male,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.75,294.9,0
+7356-AYNJP,Female,0,No,No,4.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,23.9,97.5,0
+9249-FXSCK,Female,0,No,No,52.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),111.25,5916.45,0
+5493-SDRDQ,Male,0,No,No,2.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.1,113.35,0
+6286-SUUWT,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,19.95,0
+4819-HJPIW,Male,0,No,No,18.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.15,476.8,0
+8654-DHAOW,Female,0,No,No,2.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.15,101.65,0
+5438-QMDDL,Female,0,Yes,No,19.0,Yes,No,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Mailed check,59.8,1130.85,0
+9812-GHVRI,Female,0,No,No,40.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),83.85,3532.25,0
+5553-AOINX,Female,1,Yes,Yes,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.9,6891.45,0
+1228-ZLNBX,Male,0,No,No,21.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,75.3,1570.7,0
+4226-KKDON,Male,0,No,No,8.0,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,66.65,520.95,0
+3831-YCPUO,Female,0,Yes,Yes,72.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.5,7854.9,0
+7445-WMRBW,Female,0,No,No,48.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),73.85,3581.4,0
+3308-DGHKL,Male,0,No,No,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.3,1447.9,0
+9924-JPRMC,Male,0,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,118.2,8547.15,0
+0080-EMYVY,Female,0,No,No,14.0,Yes,No,DSL,No,Yes,No,No,No,No,One year,No,Credit card (automatic),51.45,727.85,0
+6218-KNUBD,Male,0,No,No,6.0,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,59.45,357.6,0
+7337-CINUD,Female,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.5,159.35,0
+7609-NRNCA,Female,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.55,280.85,0
+0623-EJQEG,Male,0,No,No,65.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,One year,No,Electronic check,93.55,6069.25,0
+7153-CHRBV,Female,0,Yes,Yes,57.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Mailed check,59.3,3274.35,0
+0871-URUWO,Male,0,Yes,No,13.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.25,1359.0,0
+9190-MFJLN,Male,1,No,No,19.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.9,1777.9,0
+6198-PNNSZ,Female,0,Yes,No,56.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),109.8,6109.65,0
+3317-VLGQT,Female,0,Yes,No,14.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.1,1122.4,0
+4132-POCZS,Male,0,Yes,No,52.0,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,39.9,2020.9,0
+5614-DNZCE,Female,0,No,No,58.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),64.9,3795.45,0
+1095-JUDTC,Female,1,No,No,47.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,95.05,4504.55,0
+3896-RCYYE,Female,0,No,No,67.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),53.4,3579.15,0
+9638-JIQYA,Male,0,No,No,2.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),24.9,49.7,0
+3258-SANFR,Male,1,No,No,6.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),44.7,276.5,0
+3726-TBHQT,Male,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.0,8175.9,0
+3190-ITQXP,Female,0,Yes,Yes,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.25,890.35,0
+0870-VEMYL,Female,0,No,No,5.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),53.85,259.8,0
+4833-QTJNO,Male,1,Yes,No,67.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),83.85,5588.8,0
+3039-MJSLN,Male,0,No,Yes,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.2,50.6,0
+0178-CIIKR,Female,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,58.0,0
+5385-SUIRI,Male,1,Yes,No,52.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.2,5568.35,0
+3982-XWFZQ,Female,0,Yes,No,42.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.25,2203.65,0
+5774-QPLTF,Male,0,Yes,Yes,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.35,938.95,0
+2322-VCZHZ,Male,1,Yes,No,23.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.0,2024.1,0
+5010-IPEAQ,Female,0,Yes,Yes,67.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),54.2,3623.95,0
+4009-ALQFH,Female,0,No,No,25.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.5,2369.05,0
+6383-ZTSIW,Female,1,Yes,No,39.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Mailed check,99.1,3877.95,0
+8990-YOZLV,Female,0,No,No,69.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,66.9,4577.9,0
+3069-SSVSN,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,One year,No,Mailed check,25.85,25.85,0
+5222-IMUKT,Male,0,No,No,32.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,91.05,2871.5,0
+3627-FCRDW,Female,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,71.0,672.55,0
+7562-GSUHK,Female,0,No,No,16.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),93.2,1573.7,0
+6685-XSHHU,Male,0,Yes,Yes,60.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.95,1270.55,0
+8901-UPRHR,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.2,7711.45,0
+4903-UYAVB,Male,0,Yes,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,126.05,0
+0118-JPNOY,Female,1,No,No,26.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.8,2193.65,0
+6776-TLWOI,Male,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,64.55,0
+3845-FXCYS,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.65,31.2,0
+5857-XRECV,Female,0,No,Yes,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,38.25,0
+0725-CXOTM,Female,0,No,No,36.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),89.65,3348.1,0
+4343-EJVQB,Male,0,No,No,7.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,74.35,533.6,0
+9000-PLFUZ,Female,1,Yes,No,60.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Two year,Yes,Credit card (automatic),49.45,2907.55,0
+3427-GGZZI,Female,0,Yes,No,19.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.1,1620.8,0
+7779-ORAEL,Male,1,Yes,No,45.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),75.15,3480.35,0
+0644-OQMDK,Male,1,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.65,293.85,0
+4077-CROMM,Female,0,Yes,Yes,31.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.2,3243.45,0
+3154-CFSZG,Male,0,Yes,Yes,47.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,90.05,4137.2,0
+2868-MZAGQ,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.25,79.25,0
+4847-QNOKA,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.9,44.9,0
+2220-IAHLS,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.4,19.4,0
+1658-XUHBX,Female,1,Yes,Yes,59.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),88.75,5348.65,0
+6379-RXJRQ,Male,0,Yes,No,10.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.1,659.65,0
+2378-HTWFW,Male,1,No,No,35.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Credit card (automatic),91.0,3180.5,0
+8650-RHRKE,Male,0,No,No,4.0,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,29.65,118.5,0
+4377-VDHYI,Male,0,Yes,Yes,32.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Electronic check,90.8,3023.85,0
+0475-RIJEP,Male,0,No,No,43.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,77.85,3365.85,0
+1260-TTRXI,Male,0,No,No,4.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,54.3,195.3,0
+3719-TDVQB,Female,1,Yes,No,54.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,18.95,1031.1,0
+6328-ZPBGN,Female,1,No,No,11.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.15,997.65,0
+0201-MIBOL,Female,1,No,No,66.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),102.4,6471.85,0
+4937-QPZPO,Male,0,Yes,Yes,61.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,99.9,6241.35,0
+2925-VDZHY,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.7,6501.35,0
+6981-TDRFT,Male,0,Yes,Yes,44.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,54.3,2317.1,0
+3413-CSSTH,Male,0,No,No,41.0,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.7,2237.55,0
+8033-VCZGH,Male,0,Yes,No,50.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.95,5231.3,0
+4789-KWMXN,Male,0,Yes,No,47.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),110.85,5275.8,0
+0224-NIJLP,Male,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,165.5,0
+7542-CYDDM,Male,0,No,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,358.5,0
+4718-WXBGI,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),91.95,6614.9,0
+2867-UIMSS,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.5,80.5,0
+8495-PRWFH,Female,1,No,No,42.0,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,55.65,2421.75,0
+0439-IFYUN,Female,1,No,No,18.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,1294.6,0
+5716-LIBJC,Female,0,No,Yes,13.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.15,1299.1,0
+2868-LLSKM,Female,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),83.65,5733.4,0
+8111-RKSPX,Male,0,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),72.2,305.55,0
+2988-QRAJY,Male,0,No,No,69.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),110.05,7430.75,0
+1585-MQSSU,Male,0,No,No,17.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,51.5,900.5,0
+0071-NDAFP,Male,0,Yes,Yes,25.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.5,630.6,0
+2856-NNASM,Male,1,No,No,43.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,89.55,3856.75,0
+7328-ZJAJO,Female,0,Yes,Yes,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,1222.65,0
+6458-CYIDZ,Female,1,No,No,5.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,80.7,374.8,0
+8559-CIZFV,Male,0,Yes,Yes,21.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Mailed check,77.5,1625.0,0
+1090-PYKCI,Female,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),105.1,7234.8,0
+3058-WQDRE,Male,0,No,No,13.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.15,331.85,0
+7547-EKNFS,Male,0,Yes,No,42.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),95.25,3959.35,0
+2279-AXJJK,Male,0,Yes,No,52.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),95.65,5088.4,0
+6769-DYBQN,Male,1,No,No,46.0,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.0,3969.4,0
+0909-SELIE,Male,0,Yes,No,61.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),80.8,4860.85,0
+3417-TSCIC,Male,0,No,No,29.0,No,No phone service,DSL,No,No,No,No,No,No,One year,Yes,Mailed check,24.85,788.05,0
+1042-HFUCW,Female,0,No,Yes,25.0,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),54.75,1266.35,0
+4439-JMPMT,Female,0,Yes,Yes,5.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,85.75,470.95,0
+6537-OTKMY,Male,0,No,No,15.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,No,Electronic check,50.75,688.2,0
+8999-EXMNO,Female,0,Yes,Yes,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,387.7,0
+6725-TPKJO,Male,0,No,No,44.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,845.25,0
+2446-BEGGB,Female,1,No,No,6.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.25,560.6,0
+7162-WPHPM,Male,0,Yes,Yes,58.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),71.6,4230.25,0
+1599-MMYRQ,Male,0,Yes,Yes,62.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),81.45,4983.05,0
+8821-KVZKQ,Female,0,Yes,Yes,70.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),58.4,4113.15,0
+1496-GGSUK,Female,1,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.7,25.7,0
+6434-TTGJP,Male,0,Yes,Yes,10.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),53.7,521.0,0
+0042-JVWOJ,Male,0,No,No,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.6,471.85,0
+0130-SXOUN,Male,0,No,No,66.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Credit card (automatic),89.4,5976.9,0
+2575-GFSOE,Female,0,Yes,Yes,7.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.0,506.9,0
+2330-PQGDQ,Male,0,Yes,Yes,51.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),84.2,4299.75,0
+1452-UZOSF,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),106.1,7548.6,0
+2097-YVPKN,Male,0,No,No,65.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,1654.75,0
+2842-JTCCU,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),46.05,80.35,0
+8597-CTXVJ,Male,0,No,Yes,70.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),64.95,4551.5,0
+6631-HMANX,Male,0,Yes,No,72.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.45,6227.5,0
+9962-BFPDU,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,0
+3296-SILRA,Female,1,Yes,No,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,76.4,76.4,0
+9681-OXGVC,Female,0,No,No,5.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.5,514.0,0
+6394-HHHZM,Male,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.7,57.5,0
+5995-LFTLE,Male,0,No,No,58.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,1474.35,0
+5180-UCIIQ,Male,1,Yes,Yes,22.0,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Mailed check,40.05,880.2,0
+1932-UEDCX,Male,1,Yes,No,33.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.6,3270.25,0
+7153-OANIO,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.95,69.95,0
+5188-HGMLP,Male,1,Yes,No,54.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.0,3919.15,0
+0665-XHDJU,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Electronic check,99.4,7285.7,0
+6521-YYTYI,Male,0,No,Yes,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.3,93.3,0
+8878-HMWBV,Male,0,No,No,3.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,49.15,169.05,0
+8265-HKSOW,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),107.45,7658.3,0
+3544-FBCAS,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),83.6,5959.3,0
+5331-RGMTT,Male,1,Yes,No,54.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.05,5295.7,0
+4759-PXTAN,Female,0,Yes,No,59.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,80.1,4693.2,0
+7054-DMVAS,Male,0,No,No,54.0,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Two year,Yes,Bank transfer (automatic),65.3,3512.9,0
+3428-MMGUB,Male,0,No,No,60.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Two year,Yes,Electronic check,89.55,5231.2,0
+6549-BTYPG,Female,0,Yes,No,60.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),60.8,3603.45,0
+7823-JSOAG,Male,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,74.5,217.45,0
+3705-RHRFR,Female,0,Yes,No,69.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),99.15,6875.35,0
+9374-YOLBJ,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.25,19.25,0
+9074-KGVOX,Male,0,Yes,Yes,50.0,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),39.45,2021.35,0
+6128-DAFVY,Female,0,No,No,56.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),44.85,2564.95,0
+9933-QRGTX,Female,0,Yes,No,60.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,97.2,5611.75,0
+4476-OSWTN,Male,1,Yes,No,69.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,110.55,7610.1,0
+3751-KTZEL,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,35.05,35.05,0
+1977-STDKI,Female,1,No,No,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.0,73.0,0
+5066-GFJMM,Female,0,Yes,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,45.75,0
+2661-GKBTK,Male,0,Yes,Yes,60.0,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),76.95,4543.95,0
+0458-HEUZG,Female,0,No,No,13.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,Two year,No,Mailed check,35.4,450.4,0
+7268-WNTCP,Male,0,Yes,Yes,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.45,1297.35,0
+0824-VWDPO,Female,0,No,No,45.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Bank transfer (automatic),96.75,4442.75,0
+8409-WQJUX,Female,0,No,No,25.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,54.2,1423.15,0
+2578-JQPHZ,Male,0,No,No,44.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),100.1,4378.35,0
+3278-FSIXX,Female,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.25,74.2,0
+5813-UECBU,Male,1,No,No,33.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),83.85,2716.3,0
+0328-GRPMV,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.1,70.1,0
+9746-UGFAC,Female,0,No,No,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.85,450.65,0
+2946-KIQSP,Female,0,No,No,35.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,33.45,1175.85,0
+0625-AFOHS,Female,0,Yes,Yes,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,558.8,0
+6726-WEXXK,Male,1,Yes,No,27.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Electronic check,85.9,2220.1,0
+4636-OLWOE,Male,0,No,Yes,54.0,Yes,No,DSL,No,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,61.0,3283.05,0
+4342-HENTK,Female,1,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.65,142.35,0
+4685-ERGHK,Male,0,No,No,57.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,Yes,Electronic check,86.9,4939.25,0
+0885-HMGPY,Male,0,No,No,62.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),69.4,4237.5,0
+5003-OKNNK,Female,0,Yes,Yes,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.35,335.95,0
+4195-SMMNX,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,33.2,0
+7208-PSIHR,Female,0,Yes,No,70.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.3,7188.5,0
+4012-ZTHBR,Female,0,Yes,Yes,21.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.95,926.25,0
+0489-WMEMG,Female,0,No,Yes,23.0,Yes,No,DSL,No,No,No,Yes,No,No,One year,Yes,Electronic check,49.45,1119.35,0
+7435-ZNUYY,Male,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.6,116.6,0
+1354-YZFNB,Male,0,Yes,Yes,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,68.8,0
+6956-SMUCM,Female,0,No,No,3.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.0,287.4,0
+2985-FMWYF,Female,0,No,No,23.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.5,2341.55,0
+2812-ENYMO,Male,0,No,No,26.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Credit card (automatic),54.55,1362.85,0
+2717-HVIZY,Female,0,No,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,163.6,0
+3223-WZWJM,Male,0,No,No,26.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.95,2254.2,0
+3422-GALYP,Male,0,No,No,2.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.45,145.15,0
+9053-JZFKV,Male,0,No,No,67.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),116.2,7752.3,0
+2530-ENDWQ,Female,0,Yes,No,71.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),93.7,6585.35,0
+2890-WFBHU,Female,0,No,No,59.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),79.85,4786.1,0
+0327-WFZSY,Male,0,Yes,Yes,39.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Electronic check,100.0,3835.55,0
+7977-HXJKU,Male,0,No,Yes,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,397.0,0
+6615-ZGEDR,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,19.7,0
+7033-CLAMM,Female,0,Yes,Yes,48.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1027.25,0
+4023-RTIQM,Female,1,Yes,No,31.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),50.4,1580.1,0
+0864-FVJNJ,Female,0,Yes,Yes,64.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,113.35,7222.75,0
+7356-IWLFW,Male,0,Yes,Yes,46.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.0,3769.7,0
+9541-PWTWO,Female,0,No,No,52.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.95,4233.95,0
+3967-VQOGC,Female,0,Yes,Yes,67.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.9,1680.25,0
+7872-RDDLZ,Female,1,No,No,67.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.9,3725.5,0
+9250-WYPLL,Female,0,No,No,5.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.55,413.65,0
+6308-CQRBU,Female,0,Yes,No,71.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,109.25,7707.7,0
+2754-XBHTB,Female,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),77.65,714.15,0
+1597-LHYNC,Female,1,No,No,26.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,95.0,2497.2,0
+0186-CAERR,Male,0,No,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),116.3,8309.55,0
+3043-SUDUA,Female,0,No,No,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.9,601.55,0
+5442-BHQNG,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.35,139.25,0
+2169-RRLFW,Female,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.6,1888.25,0
+5872-OEQNH,Female,0,No,No,60.0,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,One year,Yes,Electronic check,44.45,2773.9,0
+3162-KKZXO,Female,1,No,No,55.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,100.15,5409.75,0
+7055-VKGDA,Male,0,No,No,54.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.4,5643.4,0
+0754-UKWQP,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.85,197.7,0
+8873-GLDMH,Female,0,No,No,6.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,73.85,401.3,0
+5696-JVVQY,Female,0,Yes,Yes,48.0,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),70.1,3238.4,0
+8946-BFWSG,Male,0,Yes,Yes,63.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,1573.05,0
+7493-TPUWZ,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.15,79.15,0
+0547-HURJB,Male,0,No,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.05,235.8,0
+8904-OPDCK,Male,1,Yes,No,54.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),24.95,1364.75,0
+8845-LWKGE,Female,0,Yes,Yes,30.0,Yes,No,DSL,No,No,Yes,Yes,Yes,No,One year,Yes,Electronic check,64.5,1985.15,0
+1577-HKTFG,Female,0,Yes,No,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.65,655.85,0
+8752-STIVR,Female,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.0,303.15,0
+0691-NIKRI,Female,0,No,No,40.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.95,4335.2,0
+5022-JNQEQ,Female,0,Yes,Yes,9.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,75.85,647.5,0
+4558-FANTW,Female,0,Yes,Yes,17.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,91.85,1574.45,0
+3249-VHRIP,Female,0,No,No,62.0,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),43.6,2748.7,0
+3736-BLEPA,Male,0,No,No,28.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),91.25,2483.65,0
+4701-LKOZD,Female,0,No,No,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.75,6367.2,0
+6603-QWSPR,Female,0,No,No,46.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.4,4904.2,0
+9921-QFQUL,Female,0,Yes,No,23.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,90.15,2044.95,0
+1929-ZCBHE,Male,0,Yes,Yes,47.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,No,Electronic check,40.3,1794.8,0
+4378-MYPGO,Male,0,Yes,Yes,68.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.25,7173.15,0
+8651-ENBZX,Female,1,No,No,60.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,106.0,6441.4,0
+4129-LYCOI,Female,0,No,Yes,67.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,104.0,7039.05,0
+7798-JVXYM,Female,0,No,No,14.0,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,69.65,921.4,0
+8647-SDTWQ,Male,0,Yes,Yes,57.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.3,4018.35,0
+2696-ECXKC,Female,0,Yes,Yes,55.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,No,Mailed check,100.9,5448.6,0
+2081-KJSQF,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,0
+7623-TRNQN,Male,0,No,Yes,1.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,49.9,49.9,0
+3323-CPBWR,Male,0,No,No,23.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),96.9,2085.45,0
+9330-IJWIO,Female,0,No,No,13.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.35,1358.85,0
+3384-CTMSF,Male,0,Yes,No,47.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.1,5135.15,0
+0902-RFHOF,Male,0,No,No,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,730.1,0
+9286-DOJGF,Female,1,Yes,No,38.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.95,2869.85,0
+6048-QBXKL,Female,1,No,No,2.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),56.55,118.25,0
+9661-MHUMO,Male,1,Yes,Yes,1.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),49.25,49.25,0
+7718-RXDGG,Male,0,Yes,No,15.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),68.6,1108.6,0
+1025-FALIX,Female,0,No,No,26.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.05,1815.65,0
+3451-VAWLI,Female,0,Yes,Yes,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,730.4,0
+3407-QGWLG,Male,0,No,Yes,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,75.45,0
+1842-EZJMK,Male,0,Yes,Yes,50.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,103.7,5071.05,0
+2347-WKKAE,Male,0,Yes,No,42.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.4,4014.6,0
+8735-DCXNF,Male,0,Yes,No,10.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),54.95,568.85,0
+3214-IYUUQ,Female,0,Yes,No,61.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,No,Bank transfer (automatic),93.7,5860.7,0
+1936-UAFEH,Female,0,No,No,68.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),110.25,7279.35,0
+3587-PMCOY,Male,0,No,No,10.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,98.9,1064.95,0
+8079-XRJRS,Male,0,Yes,No,65.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Electronic check,89.75,5769.6,0
+1027-LKKQQ,Female,0,Yes,Yes,72.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.45,5886.85,0
+7148-XZPHA,Male,0,Yes,Yes,55.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,79.4,4238.45,0
+8073-IJDCM,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,20.3,0
+5309-TAIKL,Female,0,No,No,7.0,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),62.8,418.3,0
+6856-RAURS,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.9,136.05,0
+8778-LMWTJ,Female,0,No,No,9.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.85,708.2,0
+9717-IOAAF,Male,0,No,Yes,27.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.85,788.55,0
+8884-ADFVN,Male,1,Yes,No,7.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.95,700.85,0
+2845-KDHVX,Female,0,Yes,No,64.0,Yes,No,DSL,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,68.3,4378.8,0
+0848-SOMKO,Male,0,No,No,70.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),48.4,3442.8,0
+2720-WGKHP,Male,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.0,181.7,0
+6734-FQAJX,Male,1,No,No,67.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,105.05,7171.7,0
+2869-ADAWR,Female,0,No,No,45.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.3,4016.85,0
+1535-VTJOQ,Female,0,No,No,24.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,553.0,0
+6368-TZZDT,Male,0,Yes,Yes,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,96.85,0
+0943-ZQPXH,Male,0,Yes,Yes,44.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),92.95,4122.9,0
+1293-BSEUN,Female,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.7,1482.3,0
+9894-EZEWG,Female,0,No,No,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.3,74.3,0
+1302-TPUBN,Male,0,No,No,66.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1240.8,0
+7851-FLGGQ,Male,0,No,No,1.0,No,No phone service,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,44.65,44.65,0
+0637-UBJRP,Male,0,Yes,Yes,13.0,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Electronic check,84.05,1095.3,0
+0940-OUQEC,Male,0,No,No,10.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.7,788.8,0
+2378-VTKDH,Male,1,Yes,No,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.35,6578.55,0
+0927-CNGRH,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,0
+8608-OZTLB,Male,0,Yes,Yes,38.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Electronic check,74.05,2802.3,0
+2335-GSODA,Male,0,No,Yes,23.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,40.1,857.75,0
+1952-DVVSW,Female,0,Yes,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,184.4,0
+0702-PGIBZ,Male,0,No,Yes,4.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.7,364.55,0
+6656-GULJQ,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.55,6093.3,0
+9853-JFZDU,Female,0,Yes,No,35.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,56.85,1861.1,0
+1963-VAUKV,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,0
+3777-XROBG,Female,0,Yes,Yes,58.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,1079.65,0
+6994-FGRHH,Male,0,Yes,Yes,70.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,106.15,7475.1,0
+4000-VGMQP,Male,0,Yes,Yes,38.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),78.95,2862.55,0
+3999-WRNGR,Female,0,Yes,Yes,60.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.75,3069.45,0
+3466-RITXD,Male,0,No,No,26.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),92.4,2349.8,0
+2680-XKKNJ,Female,0,No,No,8.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),58.2,469.25,0
+3058-HJCUY,Male,0,Yes,Yes,41.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,102.6,4213.35,0
+2974-GGUXS,Female,1,Yes,No,36.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),91.95,3301.05,0
+7994-XIRTR,Male,1,No,No,54.0,Yes,No,DSL,No,No,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),65.25,3529.95,0
+3259-FDWOY,Male,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),106.0,7723.7,0
+2101-RANCD,Female,0,No,No,55.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.1,4144.9,0
+7921-BEPCI,Female,0,No,No,72.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Two year,No,Bank transfer (automatic),59.75,4265.0,0
+0807-ZABDG,Female,0,No,Yes,3.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,55.1,154.65,0
+8510-TMWYB,Female,0,Yes,Yes,54.0,Yes,Yes,DSL,No,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),59.8,3246.45,0
+3258-ZKPAI,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.6,8337.45,0
+1428-IEDPR,Male,0,No,No,52.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.3,5731.4,0
+5298-GSTLM,Female,1,No,No,60.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),101.4,6176.6,0
+4450-YOOHP,Female,0,No,No,39.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.65,1905.4,0
+6728-CZFEI,Female,0,No,No,15.0,Yes,No,DSL,No,No,No,No,Yes,No,One year,No,Mailed check,56.15,931.9,0
+5748-RNCJT,Male,0,No,No,69.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),106.5,7348.8,0
+3653-NCRDJ,Male,0,Yes,Yes,43.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.2,776.25,0
+6121-TNHBO,Female,1,No,No,63.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),83.0,5243.05,0
+5119-NZPTV,Male,1,Yes,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.1,141.65,0
+6519-ZHPXP,Female,0,Yes,Yes,72.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.3,7679.65,0
+7739-LAXOG,Female,0,Yes,Yes,32.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),91.05,2954.5,0
+3472-QPRCH,Male,0,Yes,Yes,40.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,1006.9,0
+8224-UAXBZ,Female,0,Yes,No,58.0,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,One year,Yes,Electronic check,45.35,2540.1,0
+9610-WCESF,Male,0,No,No,67.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,No,Electronic check,43.9,3097.2,0
+9776-CLUJA,Female,1,Yes,No,51.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,77.5,3807.35,0
+2486-WYVVE,Male,0,Yes,No,31.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,79.3,2484.0,0
+3865-ZYKAD,Male,1,Yes,No,69.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),84.9,5785.65,0
+1422-DGUBX,Male,0,Yes,No,32.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,Yes,Electronic check,79.25,2619.15,0
+2999-AANRQ,Female,0,No,No,21.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),71.05,1524.85,0
+8668-KNZTI,Male,0,No,No,52.0,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Electronic check,53.75,2790.65,0
+0480-KYJVA,Female,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.25,1784.5,0
+6034-ZRYCV,Female,0,Yes,No,72.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,54.2,3937.45,0
+9746-YKGXB,Male,0,Yes,Yes,52.0,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,One year,No,Bank transfer (automatic),44.25,2276.1,0
+3926-YZVVX,Female,0,No,No,41.0,Yes,No,DSL,No,No,No,Yes,No,No,One year,No,Bank transfer (automatic),50.05,2029.05,0
+6000-UKLWI,Male,0,No,No,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,802.35,0
+2079-FBMZK,Female,0,No,No,6.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.25,418.4,0
+6332-FBZRI,Male,0,Yes,Yes,67.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),69.35,4653.25,0
+2096-XOTMO,Female,0,Yes,Yes,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,275.9,0
+3266-FTKHB,Male,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.15,343.45,0
+8221-EQDGL,Male,0,Yes,No,35.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,61.0,2130.45,0
+2346-LOCWC,Female,0,Yes,Yes,58.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1191.4,0
+6608-QQLVK,Male,0,No,No,1.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,50.5,50.5,0
+0298-XACET,Male,0,Yes,Yes,52.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,50.2,2554.0,0
+7560-QJAVJ,Female,0,No,No,70.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),79.6,5589.45,0
+2995-YWTCD,Female,0,Yes,Yes,19.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.9,467.7,0
+3551-HUAZH,Male,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,74.4,0
+9137-UIYPG,Female,0,Yes,Yes,35.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.9,3756.45,0
+2809-ZMYOQ,Female,0,No,No,32.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,3334.9,0
+5084-OOVCJ,Female,0,Yes,Yes,17.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),55.35,920.5,0
+0254-WWRKD,Female,0,Yes,Yes,67.0,Yes,No,DSL,No,Yes,No,No,No,No,One year,No,Credit card (automatic),50.55,3431.75,0
+7727-SHVZV,Female,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,150.35,0
+6302-JGYRJ,Male,0,No,Yes,31.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Mailed check,79.45,2587.7,0
+5339-PXDVH,Male,0,No,No,4.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,90.65,367.95,0
+2205-LPVGL,Male,1,Yes,Yes,58.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),89.85,5125.75,0
+8782-NUUOL,Male,0,No,No,60.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,79.0,4801.1,0
+3685-YLCMQ,Male,0,No,No,58.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,104.65,6219.6,0
+7601-WFVZV,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,0
+4609-KNNWG,Female,0,Yes,Yes,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,550.1,0
+4868-AADLV,Male,1,Yes,Yes,66.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,116.25,7862.25,0
+9529-OFXHY,Male,0,No,No,15.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),87.75,1242.2,0
+8634-MPHTR,Male,1,Yes,No,47.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,4871.05,0
+2669-QVCRG,Female,0,No,No,41.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),81.3,3190.65,0
+2478-EEWWM,Male,0,Yes,No,59.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.3,2666.75,0
+9174-IHETN,Female,0,No,Yes,50.0,Yes,No,Fiber optic,No,No,No,No,No,No,Two year,No,Credit card (automatic),70.35,3533.6,0
+2233-TXSIU,Male,0,Yes,Yes,17.0,No,No phone service,DSL,Yes,No,Yes,No,Yes,No,One year,No,Credit card (automatic),44.45,792.15,0
+9644-UMGQA,Male,0,Yes,Yes,6.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.15,295.65,0
+3256-EZDBI,Male,1,Yes,No,51.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),29.45,1459.35,0
+8761-NSOBC,Male,0,No,No,44.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,100.55,4398.15,0
+0419-YAAPX,Male,0,Yes,No,49.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.3,4297.95,0
+8413-VONUO,Male,0,No,No,2.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,95.65,167.3,0
+0872-CASZJ,Male,0,Yes,No,59.0,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Mailed check,69.1,4096.9,0
+4726-DLWQN,Male,1,No,No,50.0,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),70.35,3454.6,0
+8164-OCKUJ,Female,0,Yes,Yes,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.6,1286.0,0
+3094-JOJAI,Male,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,74.15,1387.0,0
+9494-MRNYX,Male,0,No,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.05,786.3,0
+2599-CZABP,Male,0,Yes,No,14.0,Yes,No,DSL,No,No,No,No,No,No,One year,No,Electronic check,44.6,641.25,0
+7945-PRBVF,Male,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.45,705.45,0
+4544-RXFMG,Male,0,Yes,Yes,8.0,Yes,No,DSL,No,No,No,No,No,No,One year,Yes,Mailed check,43.45,345.5,0
+0859-YGKFW,Male,0,Yes,Yes,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.05,345.9,0
+1150-FTQGN,Female,0,Yes,Yes,60.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,No,Bank transfer (automatic),94.15,5811.8,0
+9223-UCPVT,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,94.4,94.4,0
+7196-LIWRH,Female,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,124.45,0
+5448-VWNAM,Female,0,No,Yes,19.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,75.9,1375.6,0
+1177-XZBJL,Male,0,Yes,Yes,53.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),64.15,3491.55,0
+3518-FSTWG,Male,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.55,7920.7,0
+9330-VOFSZ,Female,0,Yes,No,60.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,6640.7,0
+4351-QLCSU,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),55.0,55.0,0
+0939-EREMR,Female,0,No,Yes,13.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,53.45,718.1,0
+9389-ACWBI,Female,0,Yes,Yes,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),69.95,320.4,0
+5419-JPRRN,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.45,101.45,0
+3644-QXEHN,Male,0,Yes,Yes,13.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,97.0,1334.45,0
+2911-IJORQ,Male,0,No,No,37.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),90.6,3358.65,0
+5921-NGYRH,Male,0,Yes,No,64.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,73.55,4764.0,0
+2100-BDNSN,Female,0,Yes,No,5.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),67.95,350.3,0
+5998-DZLYR,Female,0,Yes,No,61.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),94.35,5703.0,0
+0488-GSLFR,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.5,69.5,0
+9318-NKNFC,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.85,18.85,0
+3985-HOYPM,Male,0,No,No,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.4,525.55,0
+9728-FTTVZ,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.2,69.2,0
+9548-LERKT,Male,0,Yes,No,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,483.15,0
+6576-FBXOJ,Male,0,Yes,No,17.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,54.6,934.8,0
+4310-KEDTB,Female,0,No,Yes,26.0,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,29.8,786.5,0
+7254-IQWOZ,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,0
+2474-BRUCM,Male,1,Yes,No,40.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,101.85,4086.3,0
+4062-HBMOS,Male,0,No,No,52.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.05,5364.8,0
+0742-NXBGR,Female,0,No,No,1.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,82.3,82.3,0
+2676-ISHSF,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,20.3,0
+9236-NDUCW,Female,0,No,No,21.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Mailed check,35.1,770.4,0
+4753-PADAS,Female,0,Yes,No,67.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.7,6816.95,0
+6103-QCKFX,Female,0,Yes,Yes,44.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),56.25,2419.55,0
+7781-EWARA,Male,0,Yes,Yes,70.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,60.35,4138.7,0
+6110-OHIHY,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,79.25,267.6,0
+7018-FPXHH,Male,0,Yes,Yes,56.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),59.8,3457.45,0
+5889-LFOLL,Female,0,No,No,13.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.6,1115.2,0
+5708-EVONK,Female,0,Yes,Yes,58.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),93.4,5435.6,0
+8708-XPXHZ,Female,0,Yes,Yes,42.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,4186.3,0
+0616-ATFGB,Male,1,Yes,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.05,25.05,0
+0572-ZJKLT,Female,0,Yes,Yes,46.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,99.65,4630.2,0
+5135-RDDQL,Female,0,Yes,Yes,63.0,Yes,No,DSL,Yes,No,No,No,No,No,Two year,Yes,Bank transfer (automatic),50.65,3221.25,0
+1353-LJWEM,Male,0,No,No,11.0,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,60.9,688.5,0
+1794-SWWKL,Male,0,Yes,Yes,15.0,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),59.65,867.1,0
+6166-YIPFO,Male,0,Yes,No,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,64.7,4746.05,0
+7016-BPGEU,Female,0,No,No,29.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.1,712.85,0
+6876-ADESB,Male,0,No,Yes,1.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,48.95,48.95,0
+9332-GYWLO,Female,0,Yes,Yes,6.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,54.85,355.1,0
+1963-SVUCV,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.3,45.3,0
+4184-VODJZ,Male,0,Yes,Yes,63.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,Yes,Electronic check,91.35,5764.7,0
+0220-EBGCE,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,85.85,167.3,0
+1092-WPIVQ,Female,0,Yes,Yes,18.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.1,428.45,0
+7233-IOQNP,Female,0,Yes,No,43.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),34.0,1505.35,0
+2834-JKOOW,Female,0,No,No,15.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Mailed check,45.9,693.45,0
+2754-VDLTR,Male,0,No,Yes,10.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,95.2,930.4,0
+2400-FEQME,Male,0,Yes,Yes,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,1177.95,0
+3190-XFANI,Male,0,No,Yes,49.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),100.6,5069.65,0
+7551-DACSP,Male,0,Yes,Yes,6.0,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.3,324.25,0
+4957-SREEC,Male,0,Yes,Yes,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.35,1458.1,0
+7235-NXZCP,Male,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.85,156.4,0
+0230-UBYPQ,Male,1,Yes,No,63.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),36.1,2298.9,0
+4923-ADWXJ,Female,0,No,No,25.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),65.8,1679.65,0
+1763-KUAAW,Female,1,No,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.35,369.6,0
+1104-TNLZA,Male,1,Yes,No,28.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.8,2998.0,0
+5195-KPUNQ,Female,1,No,No,53.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,96.75,5206.55,0
+0520-FDVVT,Male,0,No,No,35.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),102.35,3626.1,0
+3439-GVUSX,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.4,24.4,0
+1444-VVSGW,Male,0,Yes,No,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),115.65,7968.85,0
+5712-PTIWW,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,79.85,152.45,0
+5949-HGVJL,Female,0,Yes,No,26.0,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,73.05,1959.5,0
+5203-XEHAX,Female,0,No,No,34.0,Yes,No,DSL,Yes,Yes,No,No,No,Yes,One year,No,Electronic check,64.35,2053.05,0
+1635-HDGFT,Female,0,No,Yes,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,398.55,0
+3315-TOTBP,Male,0,No,No,15.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,76.0,1130.85,0
+8050-XGRVL,Female,0,Yes,Yes,62.0,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),54.75,3425.35,0
+6661-HBGWL,Female,1,No,No,42.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.75,4323.45,0
+1518-VOWAV,Female,0,No,No,9.0,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,74.65,703.55,0
+9828-QHFBK,Male,0,No,No,24.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,51.15,1275.7,0
+3908-MKIMJ,Male,1,Yes,No,68.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Electronic check,41.95,2965.75,0
+5012-YSPJJ,Male,0,Yes,Yes,31.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,54.35,1647.0,0
+5909-ECHUI,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,56.25,56.25,0
+1309-BXVOQ,Male,0,Yes,No,21.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.1,2249.95,0
+6728-VOIFY,Female,0,Yes,No,63.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,96.0,6109.75,0
+9317-WZPGV,Female,1,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),79.75,159.4,0
+4891-NLUBA,Female,0,Yes,Yes,61.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),61.45,3751.15,0
+2856-HYAPG,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,68.65,68.65,0
+8969-PRHFK,Male,0,No,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,411.25,0
+0661-KQHNK,Female,0,Yes,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.0,105.5,0
+8709-KRDVL,Female,0,No,No,33.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.0,3320.6,0
+4488-PSYCG,Male,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.25,327.45,0
+1427-VERSM,Female,0,Yes,No,56.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,5669.5,0
+9801-NOSHQ,Male,0,No,Yes,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,465.45,0
+6339-YPSAH,Male,0,No,No,9.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,73.8,704.3,0
+3621-CEOVK,Female,1,Yes,No,14.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,1369.8,0
+6906-ANDWJ,Male,0,Yes,Yes,15.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,1107.25,0
+2159-TURXX,Male,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.05,95.55,0
+1548-FEHVL,Male,0,Yes,No,61.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.2,6375.2,0
+3795-CAWEX,Male,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.55,8152.3,0
+6215-NQCPY,Male,0,No,No,15.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.7,1566.75,0
+5647-URDKA,Male,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,130.25,0
+2229-DPMBI,Female,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.5,162.15,0
+9626-WEQRM,Female,0,No,No,4.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,29.15,110.05,0
+2188-SXWVT,Female,0,No,No,34.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,55.0,1885.15,0
+6258-PVZWJ,Male,0,Yes,No,68.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.8,6302.85,0
+1094-BKOSX,Female,0,Yes,Yes,45.0,No,No phone service,DSL,No,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),51.0,2264.5,0
+6969-MVBAI,Female,1,No,No,9.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,90.1,816.8,0
+2978-XXSOG,Female,0,No,No,22.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,59.05,1253.5,0
+2342-CKIAO,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,41.2,0
+6953-PBDIN,Male,0,Yes,No,70.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),72.95,5265.55,0
+3898-BSJYF,Female,0,No,Yes,10.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),73.55,693.3,0
+3938-YFPXD,Male,0,No,No,72.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.3,5997.1,0
+7696-AMHOD,Female,0,Yes,Yes,49.0,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),78.0,3824.2,0
+2453-SAFNS,Female,1,No,No,54.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,No,Mailed check,72.1,3886.05,0
+9558-IHEZX,Female,0,No,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),106.75,7283.25,0
+9617-UDPEU,Female,0,No,No,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.25,412.55,0
+6340-DACFT,Female,0,Yes,Yes,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1070.25,0
+4955-VCWBI,Female,0,Yes,Yes,43.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.0,817.95,0
+6813-GZQCG,Female,0,Yes,Yes,45.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.65,1171.3,0
+7426-GSWPO,Male,1,No,No,64.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.5,6548.65,0
+3389-KTRXV,Female,0,Yes,Yes,23.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.85,625.65,0
+3118-UHVVQ,Female,0,Yes,No,68.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.8,1911.5,0
+1031-IIDEO,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.85,70.85,0
+5832-XKAES,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.8,134.7,0
+3205-MXZRA,Male,0,No,No,26.0,Yes,No,DSL,No,No,No,Yes,Yes,No,One year,No,Credit card (automatic),59.45,1507.0,0
+4701-AHWMW,Male,0,Yes,No,55.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),54.55,2978.3,0
+8317-BVKSO,Male,0,No,No,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.05,299.3,0
+5702-KVQRD,Male,0,Yes,No,71.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,82.55,5832.65,0
+0083-PIVIK,Male,0,No,No,64.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Electronic check,81.25,5567.55,0
+9210-IAHGH,Female,0,No,No,7.0,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),70.75,450.8,0
+6169-PGNCD,Female,0,No,No,57.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),74.3,4166.35,0
+0023-XUOPT,Female,0,Yes,No,13.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Electronic check,94.1,1215.6,0
+4592-IWTJI,Female,0,Yes,Yes,3.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),29.7,91.7,0
+4909-JOUPP,Male,1,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),109.7,7898.45,0
+4657-FWVFY,Female,0,Yes,Yes,40.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),96.35,3915.4,0
+2257-BOVXD,Male,0,Yes,No,14.0,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),66.6,979.5,0
+7729-JTEEC,Male,0,Yes,Yes,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.5,90.05,0
+7632-MNYOY,Male,1,No,No,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),110.9,7432.05,0
+6518-LGAOV,Female,0,Yes,No,38.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.0,4026.4,0
+7242-QZLXF,Male,0,No,Yes,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.3,25.3,0
+4576-CSAJH,Male,0,No,No,22.0,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),55.15,1193.05,0
+1000-AJSLD,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.1,20.1,0
+9696-RMYBA,Male,0,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,80.1,398.55,0
+8690-UPCZI,Male,0,Yes,Yes,29.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,One year,No,Bank transfer (automatic),69.05,1958.45,0
+1062-LHZOD,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.9,69.9,0
+9770-LXDBK,Female,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,63.15,0
+4086-WITJG,Male,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1301.1,0
+8344-WFMFH,Male,0,No,Yes,9.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,50.1,484.05,0
+9600-NAXZN,Male,0,No,No,43.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.4,4528.0,0
+8822-KNBHV,Female,0,No,No,48.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),83.45,3887.85,0
+8404-FYDIB,Male,0,No,No,26.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),86.65,2208.75,0
+2791-SFVEW,Female,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,238.15,0
+6457-USBER,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.8,80.8,0
+6762-NSODU,Female,0,Yes,Yes,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,958.15,0
+4662-EKDPQ,Male,0,No,No,2.0,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),62.05,118.3,0
+9248-OJYKK,Male,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.45,76.45,0
+9888-ZCUMM,Male,0,Yes,Yes,64.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.05,3845.45,0
+3398-FSHON,Female,1,No,No,12.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.3,1094.5,0
+3319-DWOEP,Male,1,Yes,No,6.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.75,573.75,0
+1074-WVEVG,Female,0,Yes,No,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,1267.0,0
+9979-RGMZT,Female,0,No,No,7.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,94.05,633.45,0
+6437-UDQJM,Female,1,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),84.1,6129.65,0
+1226-IENZN,Male,1,No,No,16.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.75,1218.25,0
+2108-GLPQB,Male,0,Yes,No,25.0,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),55.55,1405.3,0
+9259-PACGQ,Female,0,Yes,No,34.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,62.65,2274.9,0
+4415-IJZTP,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,74.5,0
+1465-VINDH,Female,0,Yes,Yes,10.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.1,1068.85,0
+5474-LAMUQ,Male,0,Yes,No,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,533.9,0
+3468-DRVQJ,Female,0,Yes,Yes,10.0,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,One year,No,Electronic check,70.3,676.15,0
+1122-YJBCS,Male,0,Yes,No,69.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),53.65,3804.4,0
+4990-ALDGW,Male,0,No,No,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,1118.8,0
+4816-OKWNX,Male,0,Yes,Yes,50.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.4,5236.4,0
+3315-IKYZQ,Male,0,Yes,Yes,28.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Mailed check,50.8,1386.8,0
+2810-FTLEM,Female,0,No,No,16.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.15,762.25,0
+4747-LCAQL,Male,0,No,No,25.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,79.0,1902.0,0
+3411-WLRSQ,Female,1,Yes,No,3.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.6,239.05,0
+0898-XCGTF,Male,0,Yes,No,61.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),96.5,5673.7,0
+8006-PYCSW,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,39.8,0
+8249-THVEC,Male,0,Yes,Yes,51.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.4,997.75,0
+8722-PRFDV,Female,0,Yes,Yes,71.0,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),77.55,5574.35,0
+2164-SOQXL,Female,0,Yes,Yes,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,406.05,0
+4020-KIUDI,Male,0,Yes,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.85,138.85,0
+5850-BDWCY,Female,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,123.65,0
+2038-YSEZE,Female,0,No,No,29.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,67.45,1801.1,0
+0827-ITJPH,Male,0,No,No,36.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),18.55,689.0,0
+8799-OXZMD,Female,0,No,No,28.0,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,29.75,790.7,0
+1925-TIBLE,Female,0,Yes,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.5,582.5,0
+1705-GUHPV,Female,0,No,No,63.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.2,1618.2,0
+4779-ZGICK,Male,0,Yes,Yes,48.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.55,1173.35,0
+0048-PIHNL,Female,0,Yes,No,49.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.45,900.9,0
+0818-OCPZO,Male,1,No,No,27.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.45,2122.05,0
+3967-KXAPS,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),92.3,6719.9,0
+1447-GIQMR,Male,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.15,69.15,0
+3704-IEAXF,Female,0,Yes,Yes,72.0,No,No phone service,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),53.65,3784.0,0
+6810-VCAEX,Female,0,No,No,47.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),39.65,1798.65,0
+0674-EYYZV,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,54.65,54.65,0
+4480-MBMLB,Female,0,No,No,36.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.8,3886.45,0
+1395-OFUWC,Male,0,Yes,Yes,43.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),29.3,1224.05,0
+0822-QGCXA,Female,1,Yes,No,27.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,83.85,2310.2,0
+0872-NXJYS,Female,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.55,723.4,0
+2832-KJCRD,Female,0,No,No,38.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.65,3988.5,0
+3588-WSTTJ,Female,1,No,No,35.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.05,3554.6,0
+5090-EMGTC,Female,0,Yes,No,59.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,100.05,6034.85,0
+2346-CZYIL,Male,0,No,No,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.35,531.6,0
+3798-EPWRR,Female,1,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,43.95,85.1,0
+6258-NGCNG,Male,0,No,No,7.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,23.5,173.0,0
+4186-ZBUEW,Female,0,No,No,36.0,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,70.7,2511.95,0
+5274-XHAKY,Female,0,Yes,Yes,41.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),94.3,3893.6,0
+1442-BQPVU,Female,0,No,No,13.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,29.15,357.15,0
+3978-YNKDD,Male,0,No,Yes,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.85,467.5,0
+4940-KHCWD,Female,0,Yes,No,60.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),37.7,2288.7,0
+9412-ARGBX,Female,0,No,Yes,48.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Mailed check,95.5,4627.85,0
+1389-CXMLU,Male,1,No,No,3.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,91.05,289.1,0
+9589-ABEPT,Male,0,Yes,No,69.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,Yes,Mailed check,92.45,6460.55,0
+9388-ZEYVT,Male,0,No,No,43.0,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,One year,No,Electronic check,44.15,1931.3,0
+0305-SQECB,Female,0,No,Yes,11.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,36.05,402.6,0
+7605-SNLQG,Female,0,Yes,No,45.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),50.25,2221.55,0
+4670-TABXH,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.75,7758.9,0
+5561-NWEVX,Female,1,Yes,No,2.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,79.2,172.85,0
+0064-SUDOG,Female,0,Yes,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,224.5,0
+8561-NMTBD,Female,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),112.35,7388.45,0
+5161-XEUVX,Male,0,Yes,No,37.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Two year,No,Mailed check,94.3,3460.95,0
+8292-FRFZQ,Female,0,No,No,39.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),41.15,1700.9,0
+8591-NXRCV,Female,0,No,No,41.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),74.65,3090.65,0
+7895-VONWT,Female,0,No,No,25.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.25,1293.8,0
+4526-RMTLL,Male,0,Yes,Yes,8.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),76.15,645.8,0
+6253-GNHWH,Female,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,71.1,5224.95,0
+4566-NECEV,Male,0,No,No,5.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Electronic check,96.55,500.1,0
+8080-POTJR,Female,0,No,No,30.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),79.3,2427.1,0
+6906-MPARY,Male,0,No,No,40.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,One year,Yes,Credit card (automatic),89.6,3488.15,0
+3662-FXJFO,Female,0,No,No,54.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.5,1035.7,0
+8107-RZLNV,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),106.3,7565.35,0
+0516-OOHAR,Male,0,Yes,Yes,28.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),100.35,2799.0,0
+2027-CWDNU,Male,0,Yes,Yes,18.0,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,85.6,1601.5,0
+2737-WFVYW,Female,0,No,No,2.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,45.25,85.5,0
+9912-OMZDS,Female,0,Yes,Yes,59.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.15,6256.2,0
+3733-ZEECP,Male,0,Yes,Yes,22.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,51.1,1232.9,0
+7878-RTCZG,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,0
+2452-MRMZF,Female,1,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.7,1937.4,0
+2272-QAGFO,Female,1,No,No,14.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.3,1096.25,0
+7103-IPXPJ,Male,0,Yes,No,50.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,No,Electronic check,99.4,5059.75,0
+4342-HFXWS,Female,0,Yes,Yes,48.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),69.7,3023.65,0
+3545-CNWRG,Female,0,Yes,Yes,49.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.35,4889.2,0
+1785-BPHTP,Male,0,Yes,Yes,28.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,85.45,2289.9,0
+4989-LIXVT,Male,1,No,No,68.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.9,6503.2,0
+7315-WYOAW,Male,0,No,No,13.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,100.75,1313.25,0
+1173-XZPYF,Female,0,No,No,11.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,990.3,0
+9850-OWRHQ,Female,0,Yes,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.1,228.0,0
+3768-NLUBH,Male,1,Yes,No,57.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,100.6,5746.15,0
+8676-TRMJS,Male,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,75.0,209.1,0
+2509-TFPJU,Male,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.75,1864.2,0
+9530-GRMJG,Male,0,Yes,Yes,70.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.1,5979.7,0
+6898-RBTLU,Female,0,Yes,Yes,49.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),79.3,3902.45,0
+5481-NTDOH,Female,1,Yes,No,67.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),107.05,7142.5,0
+2068-WWXQZ,Male,0,No,No,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.05,902.0,0
+7359-SSBJK,Female,1,No,No,64.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),70.2,4481.0,0
+2061-VVFST,Female,0,Yes,No,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,805.2,0
+0685-MLYYM,Female,1,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.75,154.85,0
+0749-IRGQE,Female,1,Yes,No,13.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,45.3,528.45,0
+2380-DAMQP,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,115.15,8349.7,0
+2256-YLYLP,Male,0,Yes,Yes,68.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),72.95,4953.25,0
+1272-ILHFG,Male,0,Yes,Yes,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,332.65,0
+0164-XAIRP,Female,0,No,No,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.55,470.2,0
+5666-CYCYZ,Female,0,No,No,24.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.55,2259.35,0
+4011-ARPHK,Male,0,No,No,27.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.35,1411.35,0
+8182-PNAGI,Male,0,No,No,12.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),50.25,593.75,0
+6365-HITVU,Female,0,Yes,Yes,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),87.25,6328.7,0
+7558-IMLMT,Male,0,Yes,Yes,67.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.8,1411.9,0
+9488-FYQAU,Female,0,Yes,No,63.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.25,6841.4,0
+3590-TCXTB,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,20.35,0
+6994-KERXL,Male,0,No,No,4.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.9,238.5,0
+7957-RYHQD,Female,1,No,No,40.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),79.2,3233.85,0
+2180-DXNEG,Female,0,No,No,12.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.0,1062.1,0
+1960-UOTYM,Male,0,Yes,Yes,52.0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,79.2,4016.3,0
+2740-JFBOK,Male,0,No,No,10.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,24.0,226.55,0
+6500-JVEGC,Male,0,No,No,68.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),101.35,7110.75,0
+5515-AKOAJ,Female,0,No,No,54.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,100.1,5440.9,0
+8976-OQHGT,Female,0,Yes,Yes,4.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,56.5,235.1,0
+5245-VDBUR,Female,0,Yes,No,52.0,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,35.45,1958.95,0
+6230-BSUXY,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,85.0,85.0,0
+8469-SNFFH,Male,0,Yes,No,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),79.4,5528.9,0
+2144-ESWKO,Male,0,No,No,43.0,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),35.2,1463.7,0
+1241-FPMOF,Male,0,No,No,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,1025.05,0
+9928-BZVLZ,Female,0,No,No,12.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,49.85,552.1,0
+4114-QMKVN,Female,0,Yes,Yes,56.0,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,One year,No,Bank transfer (automatic),68.75,3815.4,0
+9003-CPATH,Male,0,No,No,42.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,79.9,3313.4,0
+1754-GKYPY,Male,1,Yes,No,22.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),89.75,1938.9,0
+5294-CDGWY,Male,0,Yes,Yes,51.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,59.3,3014.65,0
+7956-XQWGU,Male,0,No,No,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.4,460.25,0
+1591-MQJTP,Male,1,Yes,No,51.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),93.65,4839.15,0
+5295-PCJOO,Male,0,No,Yes,4.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.4,184.4,0
+2369-FEVNO,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,19.9,0
+9863-JZAIC,Male,0,No,No,35.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.0,2010.55,0
+7471-MQPOS,Male,1,Yes,Yes,71.0,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),72.9,5139.65,0
+7660-HDPJV,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.2,69.2,0
+5115-SQAAU,Female,0,Yes,Yes,69.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.6,1673.4,0
+9845-QOMAD,Male,0,Yes,Yes,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.75,309.35,0
+7672-VFMXZ,Male,0,Yes,No,57.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,55.7,3171.6,0
+9739-JLPQJ,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),117.5,8670.1,0
+9916-AYHTC,Male,0,No,No,48.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,916.0,0
+3855-ONCAR,Female,0,Yes,Yes,4.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,78.9,299.75,0
+1488-SYSFC,Male,0,Yes,Yes,31.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.65,702.05,0
+7931-PXHFC,Male,0,No,No,38.0,Yes,No,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Mailed check,62.3,2354.8,0
+3990-QYKBE,Male,1,Yes,No,37.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.5,3473.4,0
+0970-QXPXW,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,0
+3259-KNMRR,Male,1,No,No,57.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.75,4438.2,0
+6120-RJKLU,Female,1,Yes,No,62.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.95,4819.75,0
+9572-WUKSB,Male,0,Yes,No,3.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.9,92.25,0
+5893-KCLGT,Female,0,No,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.75,1567.0,0
+0076-LVEPS,Male,0,No,Yes,29.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,45.0,1242.45,0
+3640-JQGJG,Male,0,Yes,Yes,13.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.8,559.2,0
+4919-MOAVT,Male,0,No,Yes,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.65,220.1,0
+1596-OQSPS,Female,0,No,No,11.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,51.1,531.15,0
+9867-XOBQA,Female,0,No,Yes,21.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,53.15,1183.2,0
+9546-KDTRB,Female,0,No,No,19.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),24.7,465.85,0
+3090-HAWSU,Male,0,No,No,61.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),111.6,6876.05,0
+9820-RMCQV,Female,0,No,No,11.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),48.55,501.0,0
+3174-RKMOW,Male,0,Yes,Yes,35.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,109.95,3782.4,0
+1760-CAZHT,Male,0,No,Yes,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.8,460.2,0
+7839-QRKXN,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,0
+8441-SHIPE,Female,0,No,No,67.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.6,1790.35,0
+5204-QZXPU,Male,0,No,No,19.0,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,39.65,733.35,0
+4597-ELFTS,Male,0,No,No,56.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.9,1334.0,0
+1320-GVNHT,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),108.4,7767.25,0
+1047-RNXZV,Male,0,No,No,43.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,876.15,0
+3541-ZNUHK,Female,0,Yes,Yes,55.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,85.1,4600.95,0
+8450-JOVAH,Male,0,Yes,Yes,2.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,56.7,113.55,0
+8725-JEDFD,Male,0,No,No,27.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.05,1793.25,0
+7562-UXTPG,Female,0,No,No,13.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.15,886.7,0
+8071-SBTRN,Female,0,No,No,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Mailed check,111.15,7737.55,0
+1113-IUJYX,Female,0,Yes,No,14.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,No,Mailed check,105.95,1348.9,0
+6668-CNMFP,Female,0,Yes,Yes,19.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),89.35,1686.85,0
+5626-MGTUK,Female,0,No,No,20.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.1,1879.25,0
+5681-LLOEI,Male,0,Yes,Yes,43.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),91.25,4013.8,0
+8212-DJRCH,Male,0,Yes,Yes,5.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,90.35,434.5,0
+4323-OHFOW,Female,1,Yes,No,70.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.55,7195.35,0
+4933-BSAIP,Female,0,Yes,No,40.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.1,780.1,0
+2030-BTZRO,Male,0,Yes,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.4,107.6,0
+1116-DXXDF,Male,0,No,No,39.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,100.45,3801.7,0
+9274-CNFMO,Male,1,Yes,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,74.95,308.7,0
+7758-XKCBS,Male,0,No,No,15.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.7,438.25,0
+8992-JQYUN,Male,0,Yes,No,1.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.35,50.35,0
+6563-VNPMN,Female,1,No,No,45.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),85.7,3778.1,0
+0617-AQNWT,Female,0,Yes,No,64.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Electronic check,47.85,3147.5,0
+2267-WTPYD,Female,1,Yes,No,57.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),94.0,5438.95,0
+0270-THENM,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),69.85,5102.35,0
+2446-PLQVO,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,0
+4707-MAXGU,Male,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.85,1872.2,0
+2710-WYVXG,Female,0,No,No,3.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Mailed check,71.1,213.35,0
+3005-NFMTA,Male,1,No,No,55.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.8,5617.75,0
+6300-BWMJX,Female,0,Yes,No,59.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,93.35,5386.5,0
+8784-CGILN,Female,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.85,1776.95,0
+5389-FFVKB,Male,1,Yes,No,32.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),80.3,2483.05,0
+7009-LGECI,Female,0,No,No,4.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.55,235.65,0
+8444-WRIDW,Female,1,No,No,66.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.45,5224.35,0
+5022-KVDQT,Male,0,No,No,27.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.3,2272.8,0
+7976-CICYS,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.7,83.75,0
+1036-GUDCL,Male,0,Yes,Yes,60.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),79.05,4663.4,0
+2005-DWQZJ,Female,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.05,201.7,0
+8148-WOCMK,Male,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,125.0,0
+7815-PDTHL,Male,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.2,684.4,0
+9451-LPGOO,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.8,620.35,0
+9173-IVZVP,Female,0,Yes,Yes,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.9,1146.05,0
+9129-UXERG,Female,1,No,No,18.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),103.6,1806.35,0
+3635-JBPSG,Female,0,No,No,15.0,No,No phone service,DSL,No,Yes,No,No,No,Yes,Two year,Yes,Mailed check,38.8,603.0,0
+7964-ZRKKG,Male,0,Yes,No,67.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),88.4,5798.3,0
+5868-YWPDW,Male,1,Yes,No,6.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.2,519.15,0
+6229-LSCKB,Male,1,No,No,6.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.7,497.6,0
+2025-JKFWI,Male,0,No,No,13.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.0,1301.7,0
+4078-SAYYN,Female,0,No,No,11.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.75,1129.75,0
+1724-IQWNM,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,19.3,0
+8217-QYOHV,Male,0,No,No,5.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,55.75,266.95,0
+5546-QUERU,Male,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.95,257.0,0
+9940-HPQPG,Female,0,Yes,No,9.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),91.75,865.8,0
+6897-UUBNU,Male,0,No,No,29.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,89.65,2623.65,0
+6127-IYJOZ,Male,1,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,0
+6618-RYATB,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.55,79.55,0
+8930-XOTDP,Female,0,Yes,Yes,18.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.95,1082.8,0
+5916-QEWPT,Female,0,Yes,No,2.0,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),69.0,147.8,0
+5060-TQUQN,Male,0,Yes,Yes,30.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),83.55,2570.2,0
+0531-XBKMM,Male,0,No,Yes,66.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),65.7,4378.9,0
+8465-SBRXP,Male,0,Yes,Yes,38.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),94.9,3616.25,0
+2408-PSJVE,Male,0,Yes,Yes,44.0,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,61.9,2924.05,0
+9079-YEXQJ,Female,0,No,No,54.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,111.1,6014.85,0
+9700-ZCLOT,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,32.7,0
+8738-JOKAR,Female,0,No,No,42.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,67.7,2882.25,0
+4534-WGCIR,Female,0,Yes,Yes,58.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,1509.9,0
+1930-WNXSB,Male,0,Yes,Yes,58.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.85,5305.05,0
+2685-SREOM,Female,0,Yes,Yes,25.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.1,2368.4,0
+3508-CFVZL,Female,0,No,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,111.3,7985.9,0
+0402-CQAJN,Female,0,No,No,37.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.9,3545.35,0
+6692-UDPJC,Female,0,Yes,Yes,14.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,91.65,1301.0,0
+1273-MTETI,Female,1,No,No,4.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,88.85,372.45,0
+0657-DOGUM,Female,0,Yes,No,48.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),60.6,2985.25,0
+5480-HPRRX,Female,1,No,No,3.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.3,77.75,0
+8792-AOROI,Female,0,Yes,No,8.0,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Two year,No,Mailed check,65.5,564.35,0
+0295-PPHDO,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,95.45,0
+5146-YYFRZ,Male,0,No,No,67.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.95,1311.75,0
+1195-OIYEJ,Male,0,No,No,13.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.1,1135.7,0
+5906-CVLHP,Female,0,Yes,Yes,45.0,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),54.15,2319.8,0
+3452-SRFEG,Male,0,No,No,49.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.6,3720.35,0
+4070-OKWVH,Female,0,Yes,No,52.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),94.6,5025.8,0
+5297-MDOIR,Female,0,Yes,No,63.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),81.15,5224.5,0
+6369-MCAKO,Female,0,Yes,Yes,68.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.05,6185.8,0
+4926-UMJZD,Female,0,Yes,No,31.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,49.2,1498.55,0
+6848-HJTXY,Female,0,Yes,No,64.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,1208.6,0
+6341-AEVKX,Female,0,Yes,No,62.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,104.3,6613.65,0
+4501-EQDRN,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.7,69.7,0
+2990-HWIML,Female,0,No,No,6.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,573.3,0
+0682-USIXD,Female,0,Yes,No,21.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,86.05,1818.9,0
+6976-BWGLQ,Female,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.2,1787.35,0
+7078-NVFAM,Female,0,Yes,Yes,32.0,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,35.15,1051.05,0
+8065-QBYTO,Female,1,No,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,One year,Yes,Credit card (automatic),99.65,7181.25,0
+2133-TSRRM,Female,0,No,Yes,34.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,3688.6,0
+7384-GHBPI,Male,0,Yes,No,3.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.15,99.75,0
+7603-USHJS,Male,0,No,Yes,12.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.75,871.4,0
+7234-FECYN,Female,1,No,No,8.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.35,780.5,0
+2511-ALLCS,Female,0,Yes,Yes,35.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,821.6,0
+3191-CSNMG,Female,0,Yes,Yes,3.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.7,239.45,0
+7952-OBOYL,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,89.85,244.45,0
+7470-DYNOE,Male,0,No,No,53.0,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,Yes,Electronic check,61.1,3357.9,0
+7853-OETYL,Female,0,Yes,No,4.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,29.05,129.6,0
+1545-ACTAS,Female,0,Yes,Yes,48.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),99.7,4977.2,0
+5876-HZVZM,Female,0,Yes,Yes,6.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),55.9,365.35,0
+1400-MMYXY,Male,1,Yes,No,3.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.9,334.65,0
+5126-RCXYW,Male,0,Yes,Yes,54.0,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),46.0,2424.05,0
+3085-QUOZK,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.95,43.95,0
+2363-BJLSL,Male,0,No,No,62.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),80.4,4981.15,0
+1956-YIFGE,Male,0,Yes,Yes,22.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Mailed check,100.05,2090.25,0
+3926-CUQZX,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.1,45.1,0
+7921-LMDFQ,Male,1,No,No,51.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94.0,4905.75,0
+2925-MXLSX,Female,0,No,No,30.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),68.95,2038.7,0
+5820-PTRYM,Female,1,Yes,No,56.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),68.45,4014.0,0
+9609-BENEA,Male,0,Yes,No,35.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,69.0,2441.7,0
+6211-WHMYA,Female,1,No,No,64.0,No,No phone service,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,43.85,2751.0,0
+4459-BBGHE,Male,0,No,Yes,30.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.5,1307.8,0
+9945-PSVIP,Female,0,Yes,Yes,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,18.7,383.65,0
+1041-RXHRA,Female,0,No,No,41.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.25,2868.05,0
+1750-CSKKM,Male,0,No,Yes,9.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,55.35,449.75,0
+9108-EJFJP,Female,0,Yes,No,1.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,53.55,53.55,0
+0530-IJVDB,Male,0,No,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,114.6,7882.5,0
+0508-SQWPL,Female,0,Yes,Yes,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.1,1087.7,0
+2215-ZAFGX,Male,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.5,791.7,0
+8213-TAZPM,Female,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),108.75,7493.05,0
+7142-HVGBG,Male,1,Yes,No,43.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.0,4414.3,0
+1304-SEGFY,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,97.85,6841.3,0
+7242-EDTYC,Male,0,No,Yes,44.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.55,819.95,0
+2904-GGUAZ,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Two year,Yes,Bank transfer (automatic),84.05,6052.25,0
+8267-ZNYVZ,Female,0,Yes,No,33.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,103.75,3361.05,0
+5136-GFPMB,Male,0,No,No,54.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),89.4,4869.5,0
+2595-KIWPV,Male,0,No,Yes,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,509.3,0
+5243-SAOTC,Male,0,No,No,54.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.85,4308.25,0
+9398-MMQTO,Male,0,No,No,3.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),74.45,221.1,0
+7619-PLRLP,Female,0,Yes,No,53.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Bank transfer (automatic),74.1,3833.95,0
+6457-GIRWB,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,69.35,0
+6508-NJYRO,Male,0,Yes,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,18.8,294.95,0
+1450-SKCVI,Female,0,No,No,56.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.85,4092.85,0
+4710-NKCAW,Male,0,Yes,Yes,5.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),64.4,316.9,0
+5306-BVTKJ,Male,0,Yes,Yes,48.0,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),55.8,2651.2,0
+0357-NVCRI,Female,0,No,Yes,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.05,471.7,0
+5570-PTWEH,Female,0,Yes,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.15,216.75,0
+2371-KFUOG,Male,0,No,No,58.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),99.15,5720.95,0
+0463-ZSDNT,Male,0,No,No,10.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),56.75,503.25,0
+6502-MJQAE,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,0
+6257-DTAYD,Male,0,Yes,No,71.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.15,7365.3,0
+4616-ULAOA,Female,0,Yes,Yes,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,7245.9,0
+7693-LCKZL,Male,0,Yes,Yes,5.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.15,385.0,0
+7746-AWNQW,Female,0,No,No,28.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,35.75,961.4,0
+5996-EBTKM,Female,0,Yes,Yes,67.0,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),69.9,4615.9,0
+2758-RNWXS,Male,0,No,No,35.0,Yes,No,Fiber optic,Yes,No,No,Yes,No,Yes,One year,Yes,Electronic check,89.2,3251.3,0
+2314-TNDJQ,Female,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),55.65,3880.05,0
+2405-LBMUW,Female,0,Yes,Yes,61.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),50.7,3088.75,0
+3454-JFUBC,Male,1,No,No,68.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.0,1396.0,0
+0032-PGELS,Female,0,Yes,Yes,1.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),30.5,30.5,0
+9039-ZVJDC,Male,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.1,53.05,0
+6797-LNAQX,Male,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),98.3,6859.5,0
+9013-AQORL,Female,0,No,Yes,48.0,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),45.55,2108.35,0
+2898-MRKPI,Male,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),101.05,6770.5,0
+2750-BJLSB,Female,0,No,No,47.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,103.7,4730.6,0
+3648-GZPHF,Male,0,Yes,Yes,32.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,Yes,Mailed check,36.25,1151.05,0
+2075-RMJIK,Female,0,Yes,Yes,5.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,49.4,232.55,0
+9588-YRFHY,Male,0,No,No,49.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.9,1022.6,0
+6394-MFYNG,Female,0,No,No,48.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),107.4,5121.3,0
+1564-NTYXF,Female,1,No,No,13.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,82.0,1127.2,0
+9364-YKUVW,Male,0,No,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.8,309.4,0
+5392-AKEMH,Female,0,No,No,12.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.05,523.1,0
+2451-YMUXS,Male,1,No,No,67.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),64.55,4250.1,0
+3914-FDRHP,Male,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,86.25,770.5,0
+3078-ZKNTS,Female,0,Yes,Yes,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.75,246.7,0
+1024-KPRBB,Female,0,No,No,38.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Mailed check,89.1,3342.0,0
+4690-PKDQG,Female,1,Yes,No,42.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,95.55,3930.6,0
+8155-IBNHG,Female,0,Yes,No,24.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.4,1747.85,0
+0886-QGENL,Female,1,Yes,No,27.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,2754.45,0
+9547-ITEFG,Male,0,Yes,Yes,9.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.6,897.75,0
+1264-FUHCX,Female,0,Yes,No,49.0,No,No phone service,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),56.3,2780.6,0
+7789-CRUVC,Female,1,Yes,No,61.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),94.2,5895.45,0
+6598-KELSS,Male,0,No,Yes,50.0,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),43.05,2208.05,0
+8739-WWKDU,Male,1,No,No,25.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.5,2196.15,0
+8685-WHQPW,Female,1,No,No,22.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.4,1692.6,0
+4745-LSPLO,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,0
+8083-YTZES,Male,0,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,265.35,0
+7240-FQLHE,Female,1,Yes,No,18.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),99.75,1836.25,0
+6664-FPDAC,Female,1,No,No,56.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.95,6418.9,0
+9972-VAFJJ,Female,1,Yes,No,53.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,94.0,4871.45,0
+0422-UXFAP,Female,0,Yes,No,51.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,98.85,4947.55,0
+1904-WAJAA,Female,0,Yes,Yes,24.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Electronic check,64.35,1558.65,0
+5130-YPIRV,Female,0,Yes,No,62.0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),72.0,4284.2,0
+2843-CQMEG,Male,0,No,No,24.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,49.7,1218.25,0
+6439-PKTRR,Female,0,Yes,Yes,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Electronic check,80.7,5617.95,0
+5351-QESIO,Male,0,No,Yes,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.2,24.2,0
+0786-VSSUD,Male,1,No,No,16.0,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,39.0,679.85,0
+5568-DMXZS,Female,0,No,No,8.0,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,65.45,554.45,0
+8468-FZTOE,Female,0,Yes,Yes,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Electronic check,74.35,5237.4,0
+6633-SYEUS,Female,0,No,No,23.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),83.2,2032.3,0
+6447-GORXK,Male,0,No,Yes,31.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),25.0,789.2,0
+6967-PEJLL,Male,0,Yes,Yes,37.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Electronic check,40.2,1525.35,0
+3976-BWUCK,Female,0,Yes,No,30.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),94.1,2804.45,0
+5981-ZVXOT,Female,1,No,No,35.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,108.35,3726.15,0
+1684-FLBGS,Female,0,Yes,Yes,23.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),69.5,1652.1,0
+1389-WNUIB,Female,0,Yes,Yes,20.0,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,No,Bank transfer (automatic),76.0,1588.75,0
+0376-OIWME,Male,0,Yes,No,36.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.6,3366.05,0
+3585-ISXZP,Female,0,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),95.65,778.1,0
+0218-QNVAS,Male,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),100.55,7113.75,0
+6583-QGCSI,Female,1,Yes,No,50.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.05,4367.35,0
+0804-YGEQV,Female,0,Yes,Yes,43.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.45,993.15,0
+7164-BPTUT,Male,0,No,Yes,57.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,89.55,5012.35,0
+4174-LPGTI,Female,0,Yes,Yes,41.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),66.5,2728.6,0
+2523-EWWZL,Female,0,Yes,No,27.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,76.1,2093.4,0
+0928-XUTSN,Female,0,No,No,13.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.5,1011.8,0
+2108-XWMPY,Male,0,No,No,3.0,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,35.45,106.85,0
+0052-YNYOT,Female,0,No,No,67.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.55,1343.4,0
+6304-IJFSQ,Male,0,No,No,3.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,49.9,130.1,0
+9586-JGQKH,Female,0,Yes,No,64.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.4,6794.75,0
+4501-VCPFK,Male,0,No,No,26.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,35.75,1022.5,0
+6075-SLNIL,Male,0,No,No,38.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),95.1,3691.2,0
+9347-AERRL,Male,0,Yes,No,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,486.2,0
+0093-XWZFY,Male,0,No,No,40.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),104.5,4036.85,0
+2274-XUATA,Male,1,Yes,No,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),63.1,4685.55,0
+1980-KXVPM,Female,1,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.05,256.25,0
+7703-ZEKEF,Male,0,No,No,23.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.0,1917.1,0
+0723-DRCLG,Female,1,Yes,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.45,74.45,0
+5482-NUPNA,Female,0,No,No,4.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,60.4,272.15,0
+6691-CCIHA,Female,0,Yes,No,62.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,84.95,5150.55,0
+1685-BQULA,Female,0,No,No,40.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.4,3756.4,0
+9053-EJUNL,Male,0,No,No,41.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,3645.75,0
+0666-UXTJO,Male,1,Yes,No,34.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.2,2874.45,0
+1471-GIQKQ,Female,0,No,No,1.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,49.95,49.95,0
+4807-IZYOZ,Female,0,No,No,51.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.65,1020.75,0
+1122-JWTJW,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.65,70.65,0
+9710-NJERN,Female,0,No,No,39.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,826.0,0
+9837-FWLCH,Male,0,Yes,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.2,239.0,0
+1699-HPSBG,Male,0,No,No,12.0,Yes,No,DSL,No,No,No,Yes,Yes,No,One year,Yes,Electronic check,59.8,727.8,0
+7203-OYKCT,Male,0,No,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.95,7544.3,0
+1035-IPQPU,Female,1,Yes,No,63.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.5,6479.4,0
+7398-LXGYX,Male,0,Yes,No,44.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.8,3626.35,0
+2823-LKABH,Female,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.05,1679.4,0
+8775-CEBBJ,Female,0,No,No,9.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.2,403.35,0
+0550-DCXLH,Male,0,No,No,13.0,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Mailed check,73.35,931.55,0
+9281-CEDRU,Female,0,Yes,No,68.0,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),64.1,4326.25,0
+2235-DWLJU,Female,1,No,No,6.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.4,263.05,0
+0871-OPBXW,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,39.25,0
+3605-JISKB,Male,1,Yes,No,55.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,No,Credit card (automatic),60.0,3316.1,0
+6894-LFHLY,Male,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.75,75.75,0
+9767-FFLEM,Male,0,No,No,38.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.5,2625.25,0
+0639-TSIQW,Female,0,No,No,67.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),102.95,6886.25,0
+8456-QDAVC,Male,0,No,No,19.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),78.7,1495.1,0
+7750-EYXWZ,Female,0,No,No,12.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,60.65,743.3,0
+2569-WGERO,Female,0,No,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),21.15,1419.4,0
+6840-RESVB,Male,0,Yes,Yes,24.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,84.8,1990.5,0
+2234-XADUH,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),103.2,7362.9,0
+4801-JZAZL,Female,0,Yes,Yes,11.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,29.6,346.45,0
+8361-LTMKD,Male,1,Yes,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.4,306.6,0
+3186-AJIEK,Male,0,No,No,66.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.65,6844.5,0
+0,Female,0,No,No,10.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,34.79295310011112,374.76050089714744,0
+1,Female,0,No,No,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,23.970662791499656,1046.5546275480115,0
+2,Female,0,Yes,Yes,10.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),65.03243573223949,789.3300920108308,0
+3,Male,0,Yes,Yes,47.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,144.19753845842328,5230.76644731835,0
+4,Male,0,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,86.15703239185409,392.58144143224143,0
+5,Male,0,No,No,34.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,127.54151233670855,4362.143774433905,0
+6,Male,0,No,No,52.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.09539113193138,6141.031432904764,0
+7,Female,1,No,No,43.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.08797739742577,5353.032908672894,0
+8,Female,0,Yes,Yes,34.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),36.57173123009355,980.5418287578326,0
+9,Female,0,Yes,Yes,18.0,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),66.51443752762465,1297.84380521884,0
+10,Female,0,No,No,3.0,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,93.5681390236932,260.4526192148566,0
+11,Male,0,Yes,No,47.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Electronic check,81.84820101948023,4772.634128345748,0
+12,Female,0,No,No,31.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,116.44450103952138,2669.2381629340825,0
+13,Male,1,Yes,Yes,64.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),124.5300260616895,9523.993349157647,0
+14,Female,0,Yes,Yes,45.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),33.92003412629365,1571.5135642210591,0
+15,Female,0,Yes,Yes,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,28.968687972287437,1129.4763229859097,0
+16,Male,0,Yes,Yes,30.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),97.26316046710274,3730.3397648964587,0
+17,Female,1,Yes,No,66.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),66.78766536703004,3097.6317313892278,0
+18,Male,0,No,No,5.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.63803488084993,143.43083088921944,0
+19,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,111.33219901463035,10107.413244484083,0
+20,Male,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),28.328206720146976,1557.4069994348113,0
+21,Male,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,77.96769215869756,337.3710451422234,0
+22,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,29.071838299758156,26.77678555869256,0
+23,Female,0,No,No,13.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,91.06563505264485,1277.891449524587,0
+24,Female,0,No,No,43.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),30.391900872276434,1620.0275571703646,0
+25,Male,0,No,Yes,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,25.687708674703092,1713.072344907648,0
+26,Female,0,No,No,8.0,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,72.73205013200935,770.2562410689485,0
+27,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,55.98711117957355,62.12408151502824,0
+28,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,96.06173198368211,804.3461492785057,0
+29,Male,0,Yes,Yes,62.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,96.13421171783325,5393.7879146939595,0
+30,Male,0,Yes,Yes,16.0,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Two year,No,Mailed check,68.54177229206027,1425.9210218775515,0
+31,Female,0,Yes,No,20.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,109.2816252074146,2048.34211552479,0
+32,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.40683961585665,6274.542065224152,0
+33,Female,0,Yes,No,34.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,31.62002443680319,1037.2359402067518,0
+34,Female,0,Yes,Yes,15.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),147.78405722764893,1951.393823893886,0
+35,Female,0,Yes,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,27.8633908609057,33.024438722544694,0
+36,Male,0,Yes,No,6.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,102.5189474439252,550.3553679083238,0
+37,Male,0,Yes,Yes,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.04031213428568,1581.896757383332,0
+38,Male,0,Yes,Yes,24.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),27.397405704890403,706.4724323842999,0
+39,Female,0,No,No,14.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),106.7421304864273,1272.9463427268581,0
+40,Female,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.97554098502462,301.765784161497,0
+41,Male,0,Yes,No,4.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,72.80069591837277,264.0903253748747,0
+42,Female,0,Yes,Yes,47.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),100.80072657305813,4196.364549185198,0
+43,Female,0,No,No,10.0,No,No phone service,DSL,No,No,No,Yes,No,No,Two year,Yes,Mailed check,31.765495428492788,325.77845476004626,0
+44,Female,1,No,No,11.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.18733340040049,1142.421401998996,0
+45,Male,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.68715184066872,377.12896264305164,0
+46,Male,1,No,No,4.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,110.68967512339961,372.30856832349457,0
+47,Male,1,No,No,15.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,97.14053905927327,1435.9069600030502,0
+48,Male,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,71.62527666748574,67.74006521549012,0
+49,Female,0,Yes,No,51.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,97.05985637235533,5685.72794225731,0
+50,Male,1,Yes,No,1.0,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,59.84595683656214,42.7023316988831,0
+51,Male,0,No,Yes,32.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),109.6443444876519,2722.689136146929,0
+52,Female,0,Yes,Yes,67.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.85577666754443,4805.361660592088,0
+53,Female,0,Yes,Yes,61.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),166.50850799199895,7050.655024016098,0
+54,Male,1,No,No,3.0,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,59.03828716485791,187.79519314023372,0
+55,Female,0,Yes,Yes,61.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,118.99634281284636,6516.443801406519,0
+56,Female,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),32.61309575866031,1826.0477893132222,0
+57,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),27.11934165735706,32.04696045477874,0
+58,Male,1,Yes,No,20.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,111.76159883194198,2616.5267298900944,0
+59,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,80.58501058488434,103.1854545508394,0
+60,Male,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,97.07602957372285,93.76337868080103,0
+61,Male,1,No,No,24.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,93.43163419683664,1762.5745818599505,0
+62,Female,0,Yes,Yes,68.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),80.19212067061963,6027.399297340729,0
+63,Male,0,Yes,Yes,29.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,111.57763569264436,2566.9496003566437,0
+64,Male,1,Yes,Yes,38.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,144.49544429466874,3948.262211853538,0
+65,Female,1,Yes,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.05352625061748,446.4594425240922,0
+66,Male,0,Yes,No,35.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),103.89657764082118,4399.271963489533,0
+67,Female,0,Yes,Yes,72.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,85.4749270733445,4913.496824159679,0
+68,Male,0,No,No,69.0,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),66.85783131146296,5918.354297538159,0
+69,Female,0,Yes,No,52.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),150.5844537170861,7176.726329099914,0
+70,Male,0,No,No,46.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),108.40606896544749,6542.713459746127,0
+71,Female,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,87.68095346993474,684.614864161937,0
+72,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,85.74435605383846,157.74520743149748,0
+73,Female,0,Yes,No,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),27.677721897810287,1783.5412953177595,0
+74,Male,0,No,Yes,17.0,Yes,No,DSL,No,No,No,No,No,No,One year,No,Mailed check,65.83214609017097,945.0135277508963,0
+75,Female,1,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.63531317334507,656.5326152338505,0
+76,Female,1,No,No,21.0,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,53.15104842529947,932.5743188271854,0
+77,Male,0,Yes,Yes,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,22.13520155217626,922.285754328834,0
+78,Male,0,No,No,1.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,69.31822085546202,75.58438721134975,0
+79,Female,1,Yes,No,55.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,105.52532094149954,5598.094606260447,0
+80,Female,1,Yes,No,42.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.20025137426768,5286.548798579845,0
+81,Female,0,No,No,66.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),120.88435672642771,8497.811314288532,0
+82,Female,0,No,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),21.437838707946664,272.78969857033474,0
+83,Female,0,Yes,No,68.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),67.97974264112969,5082.411890580964,0
+84,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.867347469449147,26.209729291285516,0
+85,Male,0,No,No,12.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),48.246768567619995,705.5119025388633,0
+86,Female,0,Yes,Yes,16.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,155.34885454921755,2550.1400618203047,0
+87,Female,0,Yes,No,54.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,157.6139883908809,6273.437927468787,0
+88,Female,0,Yes,Yes,30.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),120.02005622300061,2378.0388794132077,0
+89,Female,1,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,21.76276747704818,485.26653606770293,0
+90,Female,0,Yes,No,48.0,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),55.893048688273005,2411.4859848889078,0
+91,Female,0,Yes,No,2.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,96.08143622238903,191.1263004336397,0
+92,Male,0,No,No,22.0,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),44.45088317312835,1182.4999599172925,0
+93,Male,0,Yes,No,28.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,76.05008777106175,1976.5008957041487,0
+94,Female,1,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,Yes,Credit card (automatic),101.49767140460193,7782.0845742453275,0
+95,Female,0,Yes,Yes,52.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),98.87205059551756,4337.748725375462,0
+96,Male,0,No,Yes,11.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,106.73245089400471,1006.2774717551182,0
+97,Male,0,Yes,Yes,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),29.884142103115067,1516.292255756476,0
+98,Female,0,Yes,No,63.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),113.81247602406566,5517.598626212856,0
+99,Male,0,No,No,13.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),65.45976701142033,858.9315709091534,0
+100,Female,0,No,No,65.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),124.62035449823789,9222.566147485115,0
+101,Male,0,No,No,32.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),119.48884707683351,3084.062137850717,0
+102,Male,0,Yes,Yes,7.0,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),91.34076281472421,551.1146606806964,0
+103,Male,0,Yes,Yes,15.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,No,Electronic check,127.30100625717598,2079.157629459679,0
+104,Female,0,No,No,35.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.92457282269002,4040.3074966207587,0
+105,Male,0,Yes,Yes,31.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,One year,No,Bank transfer (automatic),145.24971001960475,3974.8176530997307,0
+106,Male,1,Yes,No,35.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,108.93402819195768,4010.1617945390744,0
+107,Male,0,No,No,52.0,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Two year,Yes,Credit card (automatic),71.4769057217041,3732.474628055819,0
+108,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Electronic check,126.0593660477482,8223.582549773848,0
+109,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),149.72777665122652,8140.092250177315,0
+110,Male,0,Yes,Yes,63.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),104.10356880857118,5827.959311601346,0
+111,Male,0,No,No,16.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,66.90525847833734,1308.0386937270287,0
+112,Female,1,Yes,No,65.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),146.53067350384615,8208.459768786337,0
+113,Male,0,Yes,Yes,9.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,32.247463918242495,262.0655208994034,0
+114,Female,0,No,No,15.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.9659445770016,903.1550708086461,0
+115,Male,0,No,No,8.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),35.0454419716939,276.4781700308759,0
+116,Female,0,No,No,57.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),103.12439707711489,5687.86458835859,0
+117,Male,1,Yes,Yes,10.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),47.28703949665547,369.2709518492608,0
+118,Female,0,Yes,No,46.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),71.62976157370203,3269.8418597726136,0
+119,Male,0,No,No,31.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),142.25553844029523,3967.9209547635724,0
+120,Male,0,Yes,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,107.23538329804597,1102.0221505793215,0
+121,Female,0,Yes,Yes,43.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,76.91951914373605,2703.456906231293,0
+122,Female,0,Yes,Yes,15.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,28.199664195079926,487.61551918292787,0
+123,Male,1,Yes,No,20.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,116.57409999106252,2721.689857452983,0
+124,Female,1,No,No,2.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,101.44363002059856,207.92603019417754,0
+125,Female,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),78.28282997860926,270.368226489996,0
+126,Male,0,Yes,Yes,65.0,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Two year,Yes,Mailed check,92.39028233059334,4891.808013261345,0
+127,Female,0,Yes,Yes,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.690203072861,1591.4671486926636,0
+128,Female,0,No,No,4.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,66.60568549185972,259.70775685324134,0
+129,Male,0,Yes,No,45.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),110.13972999093143,4717.6600576238225,0
+130,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,89.69694412629835,81.49524978852547,0
+131,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,99.89541321678867,91.42729219526986,0
+132,Male,0,No,No,52.0,No,No phone service,DSL,No,Yes,No,No,No,No,One year,No,Mailed check,37.3967502967654,1696.5684534090192,0
+133,Male,0,No,Yes,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),27.077811910233375,1160.5735037183388,0
+134,Female,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),82.10404195537271,315.06028699685453,0
+135,Female,1,No,No,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,22.780035646435376,449.35508692109187,0
+136,Female,0,Yes,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.80452085120705,21.669723959367634,0
+137,Male,0,No,No,29.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,122.71866563743698,2684.3171096479487,0
+138,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,23.078712337833526,42.574184980477696,0
+139,Male,0,No,No,4.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,64.49823568853989,308.5719914338727,0
+140,Female,0,No,No,25.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),89.69402755984673,2204.887961854661,0
+141,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.343321348575213,25.073185704751346,0
+142,Female,0,No,Yes,14.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,87.84811903075382,1310.7171645756916,0
+143,Male,1,Yes,No,68.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),100.01706931955076,7098.9224491072455,0
+144,Male,0,Yes,Yes,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.391495045014018,49.14378500722851,0
+145,Male,1,Yes,No,33.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,127.3951081707851,3215.7448244004713,0
+146,Male,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.440300012396317,135.61250483207658,0
+147,Female,0,No,No,30.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),160.6937548162412,4571.944451487855,0
+148,Male,1,No,No,42.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),107.21655626037528,5002.712860221431,0
+149,Female,0,Yes,Yes,61.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,30.544374492733848,1739.8578516680243,0
+150,Male,1,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),134.07861159792256,9666.15141471108,0
+151,Male,0,Yes,No,48.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.558999678337397,855.8084214442738,0
+152,Male,0,Yes,Yes,70.0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),116.88631991515591,6082.444531674582,0
+153,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),131.77812250854652,8884.774674442811,0
+154,Male,0,No,No,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),23.114495613765015,334.9152418172373,0
+155,Male,0,Yes,No,17.0,Yes,No,DSL,Yes,Yes,No,No,No,Yes,One year,No,Mailed check,76.69740596342001,1445.9683167984126,0
+156,Male,0,No,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),27.954632620774923,351.3000839260991,0
+157,Female,0,Yes,Yes,3.0,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,51.48037301710028,99.76466410832055,0
+158,Female,0,Yes,No,59.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),157.21566528912354,8035.4231462936805,0
+159,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,53.88801534048369,132.74310728801754,0
+160,Male,0,Yes,No,2.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,76.44789203461167,151.37051359876165,0
+161,Female,0,Yes,Yes,20.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),34.703640414251865,562.1889001821689,0
+162,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,29.58498872972332,20.897594686873695,0
+163,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,108.89946679593952,201.4539927744484,0
+164,Female,0,Yes,Yes,55.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),119.80377832705993,5717.245211859931,0
+165,Male,0,No,No,5.0,Yes,No,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),65.033290148998,466.2905017152745,0
+166,Female,0,No,No,62.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),30.994115314229184,2273.7390086045493,0
+167,Male,0,Yes,Yes,60.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,One year,No,Electronic check,135.98709370215548,5958.855293916475,0
+168,Male,0,Yes,Yes,34.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,64.25669585545343,1994.9619503560405,0
+169,Female,0,Yes,Yes,37.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,93.95720359591625,3587.2336186923258,0
+170,Female,0,No,Yes,62.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,110.77734054647628,8240.701196808262,0
+171,Male,0,No,No,1.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,53.32758734608997,65.18445782086232,0
+172,Male,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),95.62897586330122,6983.252810109291,0
+173,Male,1,Yes,No,20.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,96.47490003738405,1940.1600494833312,0
+174,Male,0,No,No,22.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),96.14966236847661,2957.691805086795,0
+175,Male,0,Yes,Yes,57.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),113.14133297467725,6475.817643740309,0
+176,Male,0,No,Yes,66.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.340367265884904,1706.8129661454122,0
+177,Female,0,No,No,3.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),50.19700306032432,119.1169219890953,0
+178,Female,1,No,No,27.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),116.27718374630179,3939.0025584213126,0
+179,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,28.148164001981172,25.77075085272566,0
+180,Female,0,Yes,No,63.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,Yes,Credit card (automatic),99.11596944101836,4995.062340564492,0
+181,Male,0,No,No,4.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.2881568303781,317.4536118660077,0
+182,Female,0,No,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.869223129783194,176.76828710202724,0
+183,Male,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.304114028898596,281.29133633520075,0
+184,Male,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,28.950514063962807,301.5962025891272,0
+185,Female,1,No,No,3.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,96.72614056952635,209.19279514920845,0
+186,Female,0,No,No,16.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),79.84651227204,1676.1456362909132,0
+187,Female,1,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,92.9074599203453,465.4187746391669,0
+188,Female,0,No,Yes,13.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,35.43552022814683,468.07653559803146,0
+189,Female,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),80.09921350323421,236.99027829236863,0
+190,Male,0,No,No,4.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Electronic check,74.53279965012086,328.13863617006615,0
+191,Male,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,27.677787822081505,424.9624554854698,0
+192,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,63.56452763446962,59.27614530391788,0
+193,Male,1,No,No,8.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),127.70009479019775,856.4453946728146,0
+194,Female,0,No,No,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),97.82107073260187,8014.28796296333,0
+195,Male,1,Yes,No,44.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,33.634567164360284,1646.997683610028,0
+196,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,128.0872824261008,825.7449466659325,0
+197,Female,1,Yes,No,53.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),108.1754975878222,5774.753501898107,0
+198,Male,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),134.01222947854689,1026.6462579010804,0
+199,Male,0,No,No,4.0,No,No phone service,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,55.286512034050496,232.86882691413174,0
+200,Female,1,No,No,5.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,114.98479118690965,534.1868799269382,0
+201,Male,1,No,No,8.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,110.62124356223887,1169.5815602581135,0
+202,Male,0,Yes,Yes,27.0,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),90.09435281217534,2141.795529223265,0
+203,Male,0,No,No,66.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,32.260893817654136,2128.7720493163897,0
+204,Male,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),133.96331810210427,10283.293976051133,0
+205,Female,0,No,No,13.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,49.389704745256815,743.3229119639993,0
+206,Male,1,No,No,14.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),132.92811988964613,1890.9978324403123,0
+207,Male,0,No,No,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,21.91838100130202,800.4925104781864,0
+208,Female,0,Yes,Yes,16.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),41.23680526561428,748.7758762392374,0
+209,Female,0,No,No,10.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,103.9222436714437,1218.1207482011705,0
+210,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,122.77369078558897,11844.65456100295,0
+211,Female,0,Yes,No,34.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),72.02048939482873,2117.3594348198417,0
+212,Male,0,No,No,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.067657875557632,887.337232062551,0
+213,Male,1,Yes,No,17.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),125.39334852439076,2123.916869541561,0
+214,Female,0,No,No,51.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),145.0620056191245,8309.233139595977,0
+215,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,115.00934090758768,107.20344257080774,0
+216,Male,0,Yes,Yes,5.0,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,57.79410896223618,356.36990573075656,0
+217,Male,0,No,Yes,15.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,27.412148922669648,470.69621401838646,0
+218,Male,0,No,No,42.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.68230443462322,979.4947832296265,0
+219,Female,0,Yes,No,9.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,97.01305777449275,959.131379918037,0
+220,Female,0,Yes,No,69.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),34.83504479360593,1811.1482971483426,0
+221,Male,0,Yes,No,40.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,56.26438490941702,2392.4933360678865,0
+222,Female,0,No,No,38.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,34.75997076141436,1012.1297478939392,0
+223,Male,0,Yes,Yes,70.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),73.50178342658045,5268.982411905178,0
+224,Male,0,No,No,12.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.17046809315053,701.5940656746752,0
+225,Male,1,Yes,No,39.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,156.09176429219673,6270.068251503657,0
+226,Male,0,No,No,7.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,98.79678736867379,663.1496447237355,0
+227,Male,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,27.050882286275613,1919.8835766122804,0
+228,Female,0,No,Yes,13.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),97.20179169344516,1266.441498553036,0
+229,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.892604608098388,20.651124196535044,0
+230,Male,0,Yes,No,70.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),106.65822405716821,7654.641059300687,0
+231,Male,0,No,Yes,1.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,33.4238388461962,35.25763751824537,0
+232,Male,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.556291533016932,551.7630242755761,0
+233,Male,0,No,No,26.0,Yes,Yes,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),60.63533005141446,1589.7690703117826,0
+234,Male,1,No,No,70.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),57.86619222450698,3146.7173158994756,0
+235,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,22.257850613037956,27.473309628853162,0
+236,Female,0,No,No,13.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),103.93619659476074,1118.898539926743,0
+237,Female,0,No,No,46.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Mailed check,97.3030493444023,5234.198788125902,0
+238,Male,1,Yes,No,43.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,115.40581109028669,5237.134566508644,0
+239,Male,0,No,No,39.0,Yes,No,DSL,No,No,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),73.7103207873803,2422.6077639811124,0
+240,Male,1,No,No,21.0,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),74.04716021190141,1639.6318712549828,0
+241,Female,0,Yes,No,58.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),89.85257078461895,3486.3541919130307,0
+242,Male,0,Yes,No,66.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,87.03535762784553,7140.975610423217,0
+243,Male,0,No,No,37.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),131.21589566827166,4367.227888394565,0
+244,Female,0,No,No,12.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,56.317766796699914,692.0445166077567,0
+245,Male,0,Yes,No,53.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.66582616150666,6452.653300686083,0
+246,Female,0,No,No,60.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,30.56912153980445,1680.0394563341547,0
+247,Male,0,Yes,Yes,17.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,99.11291105583526,1278.063734918977,0
+248,Male,0,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.9590021696183,645.7976548508072,0
+249,Male,0,No,No,17.0,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),92.86858666384339,1223.3698912191558,0
+250,Male,0,No,No,9.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,30.119832724115575,248.50408700849655,0
+251,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,108.2873111152428,160.71735573105542,0
+252,Female,0,Yes,No,16.0,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,61.71315282040399,937.8328055588204,0
+253,Male,0,Yes,No,61.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),85.06299271237688,5360.577132983234,0
+254,Male,0,Yes,Yes,34.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,101.37715781362685,3464.1659752139626,0
+255,Male,0,No,Yes,54.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,157.54418518326287,6954.455252268103,0
+256,Female,0,Yes,Yes,3.0,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),83.62620034746212,236.33258753832575,0
+257,Male,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,22.325986760183238,794.9801466077178,0
+258,Female,0,Yes,No,21.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,38.70212655864324,789.7960838728096,0
+259,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,103.16834672724625,607.2628180027295,0
+260,Female,0,No,No,2.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,38.33863419739275,61.826004559903225,0
+261,Male,1,No,Yes,56.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,One year,No,Credit card (automatic),100.15336510964931,5882.810071274507,0
+262,Male,0,Yes,No,64.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),88.68977955123638,5358.155957563929,0
+263,Female,0,Yes,Yes,62.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),118.65799237527501,9717.224291254803,0
+264,Female,0,Yes,No,55.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,63.72636360632543,3381.572589289647,0
+265,Male,0,Yes,Yes,36.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),73.08409272904838,3129.9912485833465,0
+266,Female,0,No,No,1.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),100.6403086383523,92.58062267764846,0
+267,Female,0,Yes,Yes,70.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),100.20428747016058,8066.601397743224,0
+268,Female,0,No,No,5.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,93.69841841722041,530.7561576179955,0
+269,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),151.12977697279374,11880.737563512248,0
+270,Female,0,Yes,No,34.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,124.63910974457653,4076.222222832748,0
+271,Male,0,Yes,No,47.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,131.64220762437378,7149.751151632966,0
+272,Male,0,No,No,8.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,70.82982362993869,605.3089104487684,0
+273,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.332513883886296,22.875865070434216,0
+274,Male,0,Yes,Yes,60.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),87.5836496040868,4697.346053487952,0
+275,Female,0,Yes,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),22.13246236579222,204.80561022219948,0
+276,Female,0,Yes,No,15.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),104.12207720674147,1241.966936327553,0
+277,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,23.505638395589763,22.776538967432398,0
+278,Male,0,No,Yes,3.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),64.23498320234211,253.98797295659796,0
+279,Female,0,Yes,No,51.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,57.469956097863786,2713.14589598401,0
+280,Male,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),90.84234907227777,6228.922600927981,0
+281,Male,0,Yes,Yes,66.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,29.938897650007746,1385.7542827109658,0
+282,Female,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),110.08304912144042,944.3787908914079,0
+283,Male,0,Yes,No,48.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),115.37058131265913,5993.914459638795,0
+284,Female,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,111.43022717621616,1016.3462947899463,0
+285,Male,0,No,No,54.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,One year,No,Electronic check,107.34958130918238,6531.116503527691,0
+286,Female,0,Yes,Yes,39.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26.603842826107986,900.0441206972016,0
+287,Female,0,No,No,48.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),123.50063631907453,5480.789488844805,0
+288,Female,0,Yes,Yes,72.0,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,No,Credit card (automatic),100.21858950141203,5964.45790033,0
+289,Male,0,Yes,No,29.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,90.16503399004839,2858.7959946782153,0
+290,Male,0,Yes,No,41.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,101.61961838688384,3286.677912129879,0
+291,Female,0,No,No,24.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,115.51956007123042,2695.81927105437,0
+292,Male,0,No,Yes,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,26.158513757749954,76.95085890206464,0
+293,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,113.71615125596433,90.68414842406268,0
+294,Female,0,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),148.60888586907996,10953.46226125071,0
+295,Female,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.05071536474868,173.36991501327284,0
+296,Male,1,No,No,29.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),118.76988348609633,3193.200226285155,0
+297,Female,0,Yes,Yes,58.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),69.95951745247136,3701.2359002045746,0
+298,Male,1,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),121.8411471306685,965.3235366171122,0
+299,Male,0,Yes,No,12.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.21301119446902,882.2646720144991,0
+300,Male,0,Yes,Yes,45.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,36.530977070784985,1518.0411022119952,0
+301,Male,0,No,Yes,41.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,121.99719972658141,4780.519289820239,0
+302,Male,0,No,No,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,24.934303581385226,596.0554664951392,0
+303,Male,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.85261340682725,198.1964478616082,0
+304,Male,0,No,No,18.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,94.15161800696319,1696.5322753059233,0
+305,Male,0,No,No,31.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,130.25987417936057,4445.672411827385,0
+306,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.754515864699872,37.638623234856695,0
+307,Male,0,No,No,39.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,No,Mailed check,49.74268264438776,1361.431531863968,0
+308,Male,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),68.55408558530094,5158.423201404446,0
+309,Female,1,No,No,13.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,133.34082081453585,1753.7805637970987,0
+310,Female,0,Yes,Yes,51.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Credit card (automatic),77.86010040014493,4910.580101600812,0
+311,Female,1,Yes,No,71.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,107.7407128832899,8446.644984832321,0
+312,Male,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,57.479847894574974,68.20510870425761,0
+313,Male,0,No,No,11.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),115.89671405759013,1166.8485745536143,0
+314,Female,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,21.34980939405165,195.74255678753556,0
+315,Female,0,No,No,37.0,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),40.58792960180539,1848.6179004239877,0
+316,Male,0,No,No,54.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),21.096044469745795,1369.8540917578812,0
+317,Male,0,No,No,17.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,86.88220435870441,1882.7841209364994,0
+318,Female,0,Yes,No,17.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,107.9416405588792,2075.6498422549334,0
+319,Male,0,Yes,No,56.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,115.23939473979011,7254.688465519977,0
+320,Female,0,Yes,Yes,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,27.94300495547596,184.1294737867562,0
+321,Male,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.465175261481743,1664.2510494578387,0
+322,Female,0,No,No,19.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.83861453363384,1327.390102179938,0
+323,Female,0,Yes,No,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.347472829398697,1415.7666641480655,0
+324,Male,0,Yes,Yes,2.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),132.37608656836443,195.9568034209472,0
+325,Male,1,Yes,No,7.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,82.6047517236775,485.81036024964686,0
+326,Male,0,No,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.58744505837208,1627.3179072747566,0
+327,Female,0,Yes,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,97.20119706726764,415.2390838834857,0
+328,Male,1,Yes,No,6.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,82.24899833697154,492.59363989788255,0
+329,Female,0,Yes,Yes,7.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,35.76267598247887,359.4489213870697,0
+330,Female,0,No,No,55.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,105.22083681728729,4754.244396912984,0
+331,Female,0,Yes,Yes,15.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,62.24477084691746,685.8066740560637,0
+332,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,23.86428079679947,21.356070549782462,0
+333,Female,1,No,No,3.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,60.99765736763148,150.38104906918377,0
+334,Female,0,No,No,7.0,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,66.7132474880038,567.4693029633474,0
+335,Male,1,Yes,No,12.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,88.76423909680798,1025.7876667493242,0
+336,Female,0,Yes,Yes,6.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),58.11735046411263,352.78474547081606,0
+337,Female,1,No,No,50.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,108.59874285533262,7062.6345148184855,0
+338,Female,1,No,No,7.0,Yes,No,DSL,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,82.6381796586989,540.4162992341855,0
+339,Male,0,No,No,30.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.2945584078448,3371.380568719245,0
+340,Male,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,22.370421323881907,282.8731616987187,0
+341,Male,0,No,No,27.0,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,68.89802699119493,2354.441257523352,0
+342,Female,1,Yes,No,17.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),117.95138222828666,1911.4974889436219,0
+343,Male,0,No,No,48.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),126.2012883496884,7574.471330928056,0
+344,Male,0,No,No,66.0,No,No phone service,DSL,No,No,No,Yes,No,No,One year,No,Credit card (automatic),42.754205358711246,2559.519925944431,0
+345,Male,1,Yes,Yes,60.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,101.47716503784481,5573.731660195475,0
+346,Female,0,No,No,53.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,99.31064225059636,5310.197895948894,0
+347,Male,0,No,No,35.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,28.596122187040717,1007.1049560914597,0
+348,Male,0,Yes,Yes,50.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),150.5976318731389,5393.397349941665,0
+349,Female,0,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),83.73373128383457,819.5428497458744,0
+350,Male,0,Yes,Yes,12.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,33.192698586351554,334.9389005845309,0
+351,Female,0,No,No,40.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.61681162297476,933.763795855371,0
+352,Male,0,Yes,Yes,7.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,68.9669798903339,601.0085078643814,0
+353,Male,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),108.71399079899346,8397.010279369424,0
+354,Male,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,127.76922023672762,288.96400981776765,0
+355,Male,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Two year,Yes,Electronic check,117.2314939903299,8687.473353059533,0
+356,Male,0,No,No,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),102.34577783713286,9636.22166245617,0
+357,Male,0,No,No,68.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),85.66883209504017,7077.519024591535,0
+358,Female,0,No,No,9.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),110.81554511757388,757.5987187423633,0
+359,Female,0,No,No,51.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),67.10790697020587,4254.014645678265,0
+360,Female,0,Yes,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,119.68949078752767,334.128276442645,0
+361,Male,0,No,No,1.0,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,61.034130161686036,77.94739758770538,0
+362,Female,0,Yes,No,7.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,56.48760527151096,426.4707488744956,0
+363,Female,0,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),131.90716289882835,7966.786427194003,0
+364,Female,0,Yes,No,41.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),134.4717325289857,5832.545347831262,0
+365,Female,0,Yes,Yes,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),108.17098676983423,311.25011704184055,0
+366,Female,0,No,No,50.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),110.92235203757087,4632.528654598522,0
+367,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),126.69980521496316,7998.761587428714,0
+368,Male,0,Yes,Yes,54.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),103.53136168862652,6345.764584367974,0
+369,Male,0,No,No,58.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),27.26329782927289,2187.188705780272,0
+370,Male,0,Yes,Yes,63.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,104.64126854811279,6375.461355524736,0
+371,Female,0,Yes,Yes,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,21.79858366359365,823.1778621452695,0
+372,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,86.46529164106306,191.82657613713423,0
+373,Female,0,Yes,Yes,68.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.38507173041146,1707.9985524647216,0
+374,Male,0,Yes,Yes,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,52.71258094005882,61.86899639656132,0
+375,Male,1,No,No,65.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,133.3121288824081,7362.888641640657,0
+376,Male,1,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),28.79497683172792,1820.7587476085635,0
+377,Female,0,No,No,2.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,101.60071800403566,235.8020465159656,0
+378,Female,0,Yes,No,44.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Mailed check,88.2980176291208,3996.5386413675897,0
+379,Male,0,Yes,Yes,42.0,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),98.91943633290951,3348.130780673685,0
+380,Female,0,Yes,No,19.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,116.25844117924751,2400.2368400418122,0
+381,Female,0,No,No,23.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,87.08429206069923,2192.60510926782,0
+382,Male,0,Yes,No,17.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),109.15180661757368,2234.2772878930023,0
+383,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,21.159625978445632,27.02250039969992,0
+384,Female,0,Yes,Yes,45.0,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),62.98781536579683,2352.6996563702564,0
+385,Male,0,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.8616389799204,616.5092715935084,0
+386,Female,0,Yes,Yes,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),28.329647471710622,1487.0786057993805,0
+387,Female,0,No,No,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,21.40862707567315,768.6760209098239,0
+388,Female,0,Yes,No,2.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,41.62572451653646,88.74987187341515,0
+389,Female,1,No,No,38.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),79.32455781087545,3192.9850878733587,0
+390,Male,0,No,No,52.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,110.44068736749354,6323.595921607045,0
+391,Male,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.001882066223256,1521.100617084287,0
+392,Female,0,Yes,Yes,51.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,110.11549107546338,5956.969824214281,0
+393,Female,0,Yes,Yes,72.0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),78.38422534447139,5362.1709086215105,0
+394,Female,0,Yes,No,43.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),128.71347017251034,5355.743907371956,0
+395,Male,0,Yes,Yes,67.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),70.46133464635483,4578.0104621433875,0
+396,Female,0,No,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,79.53270186804268,1312.1949172863633,0
+397,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,27.260579145229254,29.54569150359484,0
+398,Male,1,No,No,4.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),73.91776165180958,287.42282747284816,0
+399,Male,0,No,Yes,68.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.78152357556758,7665.080894454019,0
+400,Male,0,No,No,38.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,100.36334308823973,3840.8354024600253,0
+401,Female,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,22.98553047227482,356.4874247180722,0
+402,Male,0,No,No,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),23.324120959045555,1818.2004178439645,0
+403,Male,0,Yes,Yes,44.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.592986007794476,1235.6298982546894,0
+404,Male,0,Yes,Yes,70.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),121.41846997723493,7887.565883145857,0
+405,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,112.39161051813053,111.5023357751143,0
+406,Male,0,No,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,23.15112537598033,467.66095402915215,0
+407,Female,0,Yes,No,51.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),63.76955544945415,4290.637989453916,0
+408,Female,0,Yes,Yes,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1613015084618,396.44724538114804,0
+409,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.921880062522224,31.09382917105837,0
+410,Male,0,Yes,Yes,55.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),125.19974821230319,5473.527419878228,0
+411,Female,0,Yes,Yes,49.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),118.00130041008896,6733.571767108131,0
+412,Female,0,No,No,42.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),76.88909357403499,3000.6480533382087,0
+413,Male,1,No,No,24.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),62.44589529616414,1687.4193274452432,0
+414,Male,0,No,No,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.379318760203887,485.7285999494392,0
+415,Male,0,No,No,10.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,129.56327205775708,1141.3367307910821,0
+416,Female,0,Yes,Yes,14.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),94.12047775219071,1480.3010227444558,0
+417,Female,0,Yes,Yes,35.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),48.06197907450657,2228.088309498467,0
+418,Female,0,No,No,17.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.11533176678519,1499.2727174315883,0
+419,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4423031679861,71.37808338708784,0
+420,Female,0,Yes,No,2.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,60.73267331554661,97.71612075386977,0
+421,Male,0,No,No,23.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,82.62966090834819,2347.7081564570635,0
+422,Female,1,No,No,9.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),80.6680421476867,815.6757550395765,0
+423,Female,0,No,No,57.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,129.09629459405892,5872.331819496643,0
+424,Female,0,Yes,Yes,49.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Mailed check,132.98758933641946,7345.031710593162,0
+425,Female,0,No,Yes,4.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,112.40821854010814,493.3536310745093,0
+426,Female,0,Yes,No,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,22.245561523814345,515.4497203880807,0
+427,Female,0,No,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.885844453501498,387.06416250496596,0
+428,Male,0,No,Yes,2.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),61.81134394577551,193.68405242460906,0
+429,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,28.554616223020982,24.005127269936565,0
+430,Male,0,Yes,Yes,41.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),68.22826573234278,3114.292523944471,0
+431,Male,0,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),99.18245114968512,8204.17034462516,0
+432,Male,1,No,No,16.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,92.19807229640556,1321.524821663744,0
+433,Female,0,Yes,No,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),123.4303638656641,8266.868752680653,0
+434,Female,0,Yes,Yes,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.087290997447734,1358.8569496429157,0
+435,Male,0,No,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),96.7699697743696,7698.916421861925,0
+436,Female,0,Yes,Yes,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.487293644137395,908.2451641858463,0
+437,Male,1,Yes,No,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),142.91081833738087,7174.097824766502,0
+438,Female,0,No,No,1.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,107.55787229939558,139.7701927563952,0
+439,Female,0,No,No,14.0,Yes,No,DSL,No,No,No,Yes,No,Yes,One year,No,Credit card (automatic),68.41463993117853,922.6401303414867,0
+440,Female,0,No,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.389041038094344,529.558855693248,0
+441,Female,0,Yes,No,37.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,Yes,Electronic check,125.53062598243058,4083.8361053785384,0
+442,Male,1,Yes,No,11.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,92.68663808884865,970.4321503944464,0
+443,Female,0,Yes,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),96.18879513703773,780.5894933935019,0
+444,Female,0,No,No,46.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.991537676280984,2991.159826764626,0
+445,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46.08429912168916,61.50185121688594,0
+446,Male,0,No,No,51.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,Yes,Electronic check,105.7711711467655,6130.706894554765,0
+447,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,94.5959284062626,90.31066050859245,0
+448,Male,0,No,Yes,15.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,114.82762891750494,2001.821361754083,0
+449,Male,0,Yes,Yes,12.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),36.03706409203723,458.35550621167414,0
+450,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,70.34787181975427,184.5091992726313,0
+451,Male,0,No,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,22.48095283654356,391.3894971258356,0
+452,Male,0,No,No,68.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26.856652900160373,1628.5182889293658,0
+453,Female,0,Yes,No,25.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,89.61511582529154,2639.526550120315,0
+454,Female,0,Yes,No,30.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.01986258946005,3513.586623606594,0
+455,Female,0,Yes,Yes,57.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,88.21027533271369,6276.785370582795,0
+456,Female,0,Yes,Yes,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),102.49496959916057,8802.225431840765,0
+457,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,95.35420386649815,202.9818593763451,0
+458,Female,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,22.34884839651814,341.2167690172098,0
+459,Female,0,No,No,21.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Electronic check,71.95567445297901,1709.5777464551004,0
+460,Female,0,No,No,2.0,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,74.17720919623807,140.22052400477085,0
+461,Male,0,No,No,4.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,90.22123869021598,448.936680512093,0
+462,Male,0,Yes,Yes,67.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),21.39437120884423,1327.8137156703838,0
+463,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),70.35167080341162,134.49097827920767,0
+464,Male,0,Yes,Yes,24.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,62.25700011733435,1354.4292311910287,0
+465,Male,0,No,Yes,56.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,28.45813289934276,1772.5768826891162,0
+466,Female,0,No,No,14.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,103.93482011386664,1287.3412735048453,0
+467,Male,0,Yes,No,72.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.45888459794845,6013.188247494025,0
+468,Female,0,Yes,Yes,23.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Mailed check,49.266511780148655,836.6932291404345,0
+469,Female,0,Yes,Yes,67.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Credit card (automatic),43.21044591700718,3121.8206504637465,0
+470,Female,0,Yes,No,69.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),125.86855818424081,8685.167654073264,0
+471,Female,0,Yes,Yes,1.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,111.78319932601994,129.90096210270679,0
+472,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),121.58128632890786,11902.04194266606,0
+473,Male,0,No,Yes,1.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,63.277680318687224,54.50135343481322,0
+474,Male,0,Yes,No,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),27.571964625431676,847.0592756253021,0
+475,Male,1,No,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),33.19634892911543,1885.200197372571,0
+476,Female,1,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),127.17808130066913,1332.9817889910025,0
+477,Male,0,No,Yes,3.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,69.31520327754225,166.8826123555328,0
+478,Female,0,No,No,5.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,127.92510121338954,598.7086024144992,0
+479,Male,1,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.09218833417936,45.84005891121825,0
+480,Male,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Two year,Yes,Credit card (automatic),111.36932919792122,7586.776318058963,0
+481,Male,0,Yes,No,67.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),132.48248983409897,8013.153509930771,0
+482,Male,0,Yes,Yes,34.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.49525370849884,4342.413487192269,0
+483,Female,0,Yes,Yes,9.0,Yes,No,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Mailed check,86.72977884856412,662.5090174601281,0
+484,Male,0,Yes,Yes,71.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),115.44466261750729,9225.387321347042,0
+485,Female,1,Yes,Yes,48.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,107.12541251182849,7557.953789847903,0
+486,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),117.35298778633442,9988.835802294388,0
+487,Female,0,Yes,Yes,49.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,30.10208069393285,1664.5352859432362,0
+488,Female,1,No,No,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),127.10447133718995,8325.215745759788,0
+489,Female,0,No,No,57.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,One year,No,Electronic check,108.32281878793192,6701.998000082268,0
+490,Female,0,Yes,Yes,57.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),80.13403875742806,5311.511361909534,0
+491,Female,1,No,No,56.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),148.70786881764917,5584.290330887733,0
+492,Female,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),116.31541987003222,8430.660633907833,0
+493,Female,0,Yes,No,67.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Mailed check,83.00388701827774,6791.517112551344,0
+494,Male,1,No,No,18.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),127.4067518894354,1791.4795068864062,0
+495,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,95.29628031222853,94.0184729736889,0
+496,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),118.5245189666692,9659.296746099215,0
+497,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.762207979154727,64.85553813810021,0
+498,Male,0,No,Yes,47.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,67.45344609893533,3792.2748528812044,0
+499,Female,0,No,No,29.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),50.011658587095354,1379.8354877765353,0
+500,Male,0,No,No,71.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Credit card (automatic),98.77862957623258,7692.612422165707,0
+501,Male,0,No,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.737893503262278,161.2707409597206,0
+502,Female,0,Yes,No,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),114.45930753731078,8848.551027583024,0
+503,Male,1,Yes,No,59.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),119.04289236544398,5148.368689815959,0
+504,Male,0,No,No,30.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Two year,Yes,Mailed check,58.38299913377986,1672.8139784193843,0
+505,Female,0,No,Yes,14.0,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),65.56658661124445,1093.761438307744,0
+506,Male,0,Yes,Yes,28.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Electronic check,149.3389204484164,3283.202668844947,0
+507,Male,0,Yes,Yes,47.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,29.48592846263683,1450.3367842168943,0
+508,Female,0,No,No,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,22.514338082740146,808.4345323719112,0
+509,Female,0,Yes,Yes,28.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Electronic check,130.95766396361128,3552.8642267836567,0
+510,Male,0,No,Yes,39.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,No,Mailed check,115.77649039171074,3898.4827718451784,0
+511,Male,0,No,No,35.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),105.59365240745474,3374.9781718263557,0
+512,Female,0,No,No,64.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),130.2681347873765,7684.949394410814,0
+513,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.01176118106916,108.69618214042438,0
+514,Female,1,No,No,25.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,93.6325648048186,2455.1463512810883,0
+515,Female,0,No,No,64.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),161.60335247038438,10894.090613892235,0
+516,Male,0,Yes,No,2.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,102.91303336562677,223.4932962772646,0
+517,Male,0,No,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),23.9899081109314,1677.7665620608009,0
+518,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.925741563910343,24.12920830731261,0
+519,Female,0,No,No,8.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),100.96610000704005,961.9880646445964,0
+520,Male,0,Yes,No,69.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),132.34345931238354,8183.522907785112,0
+521,Female,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),68.16717641875795,5312.627224657667,0
+522,Male,0,No,Yes,35.0,Yes,No,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,87.43095409135914,3152.6279004765383,0
+523,Female,0,Yes,Yes,56.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,28.308534390917508,1451.360152234571,0
+524,Female,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),27.756597957380514,227.7299724895165,0
+525,Female,0,Yes,No,47.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,28.150810669112754,1750.0565353333652,0
+526,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,51.12859667021376,176.6393582477842,0
+527,Male,1,No,No,25.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,124.98504185646757,3196.2210832944074,0
+528,Male,0,No,No,18.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),96.36579753618788,2032.308073748421,0
+529,Male,0,Yes,Yes,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.460950094085526,406.1314749426276,0
+530,Female,1,No,Yes,30.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.07214393572124,4222.3222224803085,0
+531,Male,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),27.081722468328707,246.12546020843277,0
+532,Female,0,No,No,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,22.06534966356882,1213.572324277882,0
+533,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,92.25528457416783,742.6090520608028,0
+534,Female,0,No,No,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),93.0044432800392,6588.81924004154,0
+535,Female,0,No,No,29.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),113.0648495307106,3640.525850834821,0
+536,Female,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,22.226248458439674,261.42123840438506,0
+537,Male,0,Yes,Yes,7.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,41.71585163317534,409.00825611211053,0
+538,Female,0,No,Yes,39.0,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),36.42484395483888,1139.6244716707558,0
+539,Male,0,Yes,No,10.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,95.9176378049415,965.0152103215248,0
+540,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,113.24421336818803,106.32818449779309,0
+541,Male,0,No,No,18.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,84.92017623948342,1644.925513995052,0
+542,Male,1,Yes,Yes,28.0,Yes,Yes,DSL,No,No,No,No,No,No,One year,Yes,Electronic check,71.11822884162655,1989.6005345105161,0
+543,Male,0,Yes,Yes,17.0,Yes,Yes,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,79.84908684378655,1593.6356379233553,0
+544,Female,0,No,No,33.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),27.0231090285742,985.3782141544759,0
+545,Female,0,Yes,No,65.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),133.57241385931505,8792.895837092154,0
+546,Male,0,No,No,24.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,118.916518539609,3288.05322833577,0
+547,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,80.88462008398879,73.5881916666162,0
+548,Male,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,134.1235904782135,132.71122902195268,0
+549,Male,0,Yes,Yes,62.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),138.0614771950389,6876.579351565903,0
+550,Female,0,No,No,19.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,97.45236556485513,2625.4759307760746,0
+551,Female,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),96.89983804168581,290.93918310304105,0
+552,Male,0,No,No,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.405983162394513,922.3563270107211,0
+553,Male,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),27.04552582036395,202.51592036833145,0
+554,Female,0,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),119.55767140093161,8823.47022784184,0
+555,Female,1,No,No,13.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,111.44247061294038,1498.689431133012,0
+556,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.53369792029353,25.811153360268904,0
+557,Male,1,No,No,10.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,98.23759392960369,1095.3519619593878,0
+558,Male,0,Yes,Yes,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.491354385205106,623.9616190460428,0
+559,Male,0,Yes,Yes,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),26.37575150856017,1679.6094459688868,0
+560,Male,0,No,No,49.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),130.04476310515554,6565.1846406858085,0
+561,Female,0,Yes,Yes,43.0,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),85.2418890720092,4405.770818248529,0
+562,Male,1,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,120.36870784178281,544.8549874852706,0
+563,Male,0,Yes,Yes,34.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),87.71895950585638,3159.9978079917323,0
+564,Male,0,Yes,No,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,22.10257993830733,1182.7544141815197,0
+565,Male,0,No,No,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),28.045688332823055,617.5799352259158,0
+566,Male,0,No,No,13.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,90.66058624208766,1218.4806088391995,0
+567,Female,0,Yes,No,64.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,147.78475065937917,10724.686050830582,0
+568,Female,0,Yes,Yes,67.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),76.616245895357,7218.8940435918885,0
+569,Female,0,No,No,13.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Mailed check,103.40844404291623,1251.8046694733434,0
+570,Male,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,105.817354031789,1053.6305092178284,0
+571,Male,0,Yes,Yes,38.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.61654269280781,3965.149015109895,0
+572,Female,0,No,No,28.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,69.7021552920491,1858.9516032479298,0
+573,Female,1,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,89.2892690152932,747.7123457146154,0
+574,Female,0,Yes,No,55.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),112.57929021552691,6649.892723510086,0
+575,Male,0,No,Yes,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),26.34193448258161,1420.0858327517533,0
+576,Female,1,Yes,Yes,65.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),129.9799236860237,8427.908029335202,0
+577,Female,0,Yes,Yes,39.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.920192105067063,976.8157286620578,0
+578,Male,0,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,144.4836435455229,8345.251435078202,0
+579,Female,0,No,No,4.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,58.5833935935008,268.32901804671843,0
+580,Male,0,No,No,53.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),29.506315371017454,1348.24350804932,0
+581,Male,0,Yes,No,63.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.478194862566703,1580.586871739218,0
+582,Male,0,Yes,No,40.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),76.12813502284527,3521.1327887604043,0
+583,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.143713434535126,29.842391416234946,0
+584,Female,0,No,No,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.193559758400646,982.0367745499195,0
+585,Female,0,Yes,Yes,23.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,95.85010256206513,2062.08457847372,0
+586,Female,0,No,No,4.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,No,Mailed check,68.52259212113336,274.3614251213168,0
+587,Male,1,Yes,No,60.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,147.66232665378894,6282.612008906544,0
+588,Male,0,Yes,No,66.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),95.56910624927298,7147.457504425869,0
+589,Female,0,No,No,60.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,One year,Yes,Bank transfer (automatic),79.91738156565759,5787.75514307431,0
+590,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,108.60669265091266,110.18443059532885,0
+591,Male,0,No,No,26.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,96.15595579721285,2522.734478111409,0
+592,Female,0,No,No,6.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.6689791737624,640.3149458556467,0
+593,Male,0,Yes,No,14.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,93.02965380929272,1319.3071915287408,0
+594,Female,0,Yes,No,64.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),22.3991790610159,1755.0478802950677,0
+595,Female,0,Yes,No,31.0,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Electronic check,94.75804659527192,2526.015148584808,0
+596,Male,1,No,No,67.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),159.39204449777878,10700.700263972056,0
+597,Female,0,No,No,60.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.82615440345518,8703.298088107951,0
+598,Male,0,Yes,No,18.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,147.90216212325382,2034.800291192352,0
+599,Male,1,Yes,No,32.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,138.92270557379024,4282.569529910178,0
+600,Male,0,No,No,51.0,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),45.88589763463745,2725.7486060373735,0
+601,Female,0,Yes,No,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,125.60736586668926,8242.843240931785,0
+602,Female,0,Yes,No,28.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,133.76741487971432,2603.344568775978,0
+603,Female,0,Yes,Yes,50.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,141.21818201722886,6499.888311434757,0
+604,Female,0,Yes,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),28.534474654166154,293.0106147687992,0
+605,Male,0,Yes,No,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),98.68675158497213,8046.766261183832,0
+606,Female,0,Yes,Yes,64.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,132.8850847566481,7313.107968802655,0
+607,Male,1,Yes,No,41.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,124.47847258959654,5911.058390950423,0
+608,Male,0,Yes,No,20.0,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Mailed check,75.79559378997261,1727.1285600323315,0
+609,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.3532499124421,831.3617147293976,0
+610,Female,0,Yes,Yes,3.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,36.431569402457555,101.42982920293187,0
+611,Male,1,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,84.46835888751865,414.69841618333095,0
+612,Male,0,No,Yes,19.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),26.651220380526897,498.48668543453306,0
+613,Male,1,No,No,57.0,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,Yes,Electronic check,59.25434168955091,3764.08050610308,0
+614,Male,1,Yes,No,69.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,107.19498055645471,6972.566156505072,0
+615,Male,0,No,No,2.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,84.7222642892244,192.03384070517345,0
+616,Male,0,No,No,12.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,106.67980156215775,1540.5954050028624,0
+617,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,100.27019300871356,124.517519911327,0
+618,Female,0,Yes,Yes,22.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,75.26659592855079,1270.2335525929811,0
+619,Male,0,No,Yes,33.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),44.25362232831427,1549.49580903184,0
+620,Male,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,23.65691820886525,118.73199771219612,0
+621,Male,0,No,Yes,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,30.55092063457055,220.35139356616457,0
+622,Male,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.20686457613858,408.2105644382888,0
+623,Female,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,55.2141496513677,90.7948212228378,0
+624,Male,0,Yes,No,37.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,61.55129455628903,2461.958794435077,0
+625,Male,0,Yes,Yes,65.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),139.0907563253754,9180.328064309095,0
+626,Female,0,Yes,Yes,64.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,35.121320789681874,1670.448529425514,0
+627,Male,0,Yes,No,25.0,No,No phone service,DSL,No,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),54.162282998973076,986.843219243612,0
+628,Female,0,No,No,37.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.5885049344982,4674.806022909491,0
+629,Female,0,No,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,110.62259136183253,1119.5180210186315,0
+630,Male,0,Yes,No,51.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),123.03038422086043,5123.052665727329,0
+631,Male,0,Yes,No,45.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Two year,No,Credit card (automatic),70.45649250683724,2676.4881329707478,0
+632,Male,0,No,No,51.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),80.2602600809993,3263.0583220889994,0
+633,Male,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,24.521185710815946,204.2265102119434,0
+634,Female,0,No,No,68.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),119.76952174542767,8392.594191510634,0
+635,Female,0,No,No,5.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,69.0940964960336,417.05106808871886,0
+636,Female,0,No,Yes,43.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),122.59903218178111,5169.169369858378,0
+637,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.43671173687202,24.833156092715182,0
+638,Female,0,No,No,13.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,102.03103093043896,1182.1152639794266,0
+639,Female,0,Yes,No,69.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),30.306837013599747,2327.387991636268,0
+640,Male,0,No,Yes,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),29.9381916938904,159.06240529502162,0
+641,Male,0,Yes,No,24.0,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),77.08002348125656,2213.3618067813654,0
+642,Female,0,Yes,Yes,41.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),136.40286893941538,5508.656481176759,0
+643,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,53.90316259852436,66.86663969652155,0
+644,Male,0,No,No,2.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),31.620074828803617,99.48094853185901,0
+645,Male,0,No,No,14.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,103.27711127415361,1476.0365507929641,0
+646,Male,1,No,No,2.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),119.07706120631619,247.77010513098418,0
+647,Female,0,Yes,Yes,5.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,113.07424053284332,645.2509490161981,0
+648,Male,0,No,No,17.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,35.97481991500783,545.9346327145627,0
+649,Female,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,23.345500586400092,550.2937112161316,0
+650,Male,1,No,No,39.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,98.82913439207353,4774.026539801086,0
+651,Male,0,No,No,31.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,133.7861076614535,4116.90435093816,0
+652,Female,0,No,No,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,23.453833317466856,1342.1830470707762,0
+653,Male,0,Yes,Yes,52.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,69.40693031379978,4870.235628713252,0
+654,Female,0,Yes,No,64.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,92.43114432342475,5318.578799563366,0
+655,Female,0,Yes,Yes,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.266615569634638,355.46038599007335,0
+656,Male,0,Yes,No,40.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),154.55018534073014,4433.474862164937,0
+657,Female,0,No,No,50.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,104.07753785639815,5962.043381250391,0
+658,Male,0,Yes,No,41.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,118.2685114150138,4445.821803183832,0
+659,Female,0,Yes,Yes,24.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.38994418794113,781.1270099542373,0
+660,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),55.19185135574596,115.29769420410837,0
+661,Male,0,Yes,Yes,12.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,80.77440161608064,872.5350359876486,0
+662,Female,0,No,No,12.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,127.71325640026781,1162.7316761140542,0
+663,Male,0,Yes,Yes,36.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,65.88282312367173,1994.9952545001274,0
+664,Male,0,Yes,Yes,65.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),27.625183840348782,1368.7028792581282,0
+665,Male,0,No,No,16.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,68.59338046159976,973.4217023474934,0
+666,Female,0,Yes,Yes,23.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,97.26927904309821,2360.8099303109084,0
+667,Female,0,Yes,Yes,10.0,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,63.35792459640197,821.4180313097175,0
+668,Female,0,Yes,Yes,36.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),115.87630713470377,4197.534724421045,0
+669,Female,0,Yes,Yes,68.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),102.68383973959082,8337.088638079169,0
+670,Male,0,Yes,Yes,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,27.264917560354174,1317.0900177061778,0
+671,Male,0,No,No,1.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,106.33286437342643,102.73774406355442,0
+672,Female,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,109.24792759013586,429.2187483865977,0
+673,Male,0,Yes,Yes,23.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),69.50748306054085,1796.77341124656,0
+674,Male,0,Yes,No,49.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Electronic check,117.55706658132266,5865.1126752908685,0
+675,Male,0,No,No,40.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.66834098625557,4793.4126594124455,0
+676,Female,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,100.13015163872075,99.55221401256956,0
+677,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.88481270638603,74.26641562724346,0
+678,Female,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),21.127723220642377,758.7945042621494,0
+679,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,28.054066978002844,26.083094194716875,0
+680,Male,0,Yes,No,63.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),98.96615801882574,5889.888758513421,0
+681,Female,1,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,108.83001139811522,898.5925926519343,0
+682,Female,0,No,Yes,28.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5424409590773,689.5425873714003,0
+683,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,72.17756014882349,99.12777786117177,0
+684,Female,0,Yes,No,18.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,73.61548672500766,1192.6378864273718,0
+685,Female,0,Yes,Yes,68.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.51343949117837,7173.153902750184,0
+686,Male,0,Yes,Yes,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,27.56723969475213,471.34993512323365,0
+687,Female,1,No,No,71.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,151.47290100150673,9545.95258778829,0
+688,Female,0,Yes,No,11.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,109.10244283733628,1248.0460996875836,0
+689,Male,0,Yes,No,12.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),111.86517486937159,1224.1128695007721,0
+690,Male,0,No,No,27.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,58.86669149044094,1649.3966062406946,0
+691,Male,0,No,No,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,22.9872967013734,515.5422279721113,0
+692,Male,0,No,No,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.007883194711212,469.61609730792657,0
+693,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,26.68346824646375,23.759843216260805,0
+694,Male,0,Yes,No,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,84.60530637819289,8662.962894894781,0
+695,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,28.061703413375255,54.26824292956405,0
+696,Male,1,Yes,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,122.11591063884552,116.70774639545374,0
+697,Female,0,Yes,No,58.0,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Electronic check,69.78658525011751,5668.872826521543,0
+698,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,73.54005114931495,90.90896390323557,0
+699,Female,0,Yes,Yes,58.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Credit card (automatic),141.6833219279103,6021.794996194065,0
+700,Female,0,No,No,56.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),21.975336533655714,1274.3709483971322,0
+701,Female,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),25.564210284707528,86.79578893775374,0
+702,Female,0,No,No,4.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),61.72256904097345,178.18360808045526,0
+703,Female,1,Yes,No,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,166.96973218087533,9626.797001207975,0
+704,Female,0,No,No,26.0,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),101.15668782047233,2521.2708759013713,0
+705,Male,0,No,Yes,53.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,No,Electronic check,113.05621914165948,5458.050792183156,0
+706,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),105.12947185764263,202.1327576478135,0
+707,Male,0,No,No,29.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),144.86191193638348,2871.2990707837234,0
+708,Male,0,Yes,Yes,4.0,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),78.20084474260052,336.22892026648805,0
+709,Female,0,Yes,Yes,52.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),117.21731454809853,6469.6804667485285,0
+710,Female,1,Yes,Yes,29.0,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,45.9408942112886,1155.1313711338573,0
+711,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,126.2792417398489,92.0417134565514,0
+712,Female,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,92.39209465900178,1647.6492030801412,0
+713,Female,0,No,No,23.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,101.41503764940201,2165.42187480962,0
+714,Female,0,No,No,18.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,110.0061244944364,1834.80843404257,0
+715,Male,0,No,No,47.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,No,Bank transfer (automatic),101.82289337845883,4621.602358070438,0
+716,Female,0,Yes,Yes,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.89682328220663,1436.8903199961724,0
+717,Male,0,No,No,9.0,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,76.24236344674875,703.4963858484466,0
+718,Male,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,110.42665453864511,87.29832178520932,0
+719,Female,0,Yes,Yes,59.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Mailed check,89.1901580822332,6225.656120758455,0
+720,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.00071468308875,83.59173739914274,0
+721,Male,0,Yes,Yes,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),24.943662505591114,295.1600356562241,0
+722,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,60.77275768638589,175.77719779097117,0
+723,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,23.711528667038987,23.869147424750956,0
+724,Male,1,No,No,43.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,115.3506406431354,4252.217040798015,0
+725,Male,0,Yes,Yes,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),26.52480617557996,950.8210364990377,0
+726,Female,1,Yes,No,50.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,111.43301770298439,4939.246096879911,0
+727,Male,1,No,No,5.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,53.59249065357102,334.7534963458643,0
+728,Male,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.802714415440615,416.038880333272,0
+729,Male,0,Yes,Yes,25.0,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,No,Mailed check,68.86232485858419,1709.3796711497992,0
+730,Male,0,No,No,8.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.437602817070456,525.3182908857142,0
+731,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),155.81543830908896,9139.848486195275,0
+732,Male,1,Yes,No,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),127.03921190892434,9193.481563667618,0
+733,Male,0,No,No,71.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,One year,No,Credit card (automatic),117.84602338576258,6757.668563914315,0
+734,Female,0,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.97159269093709,84.42148909896348,0
+735,Male,0,No,No,68.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Bank transfer (automatic),111.22792465894591,7483.9414498835395,0
+736,Female,0,Yes,Yes,14.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),116.52303554055973,1612.2803171527116,0
+737,Male,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,22.78335536979222,315.70446329627634,0
+738,Male,0,Yes,Yes,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.58110484072178,304.2976566995339,0
+739,Female,0,Yes,Yes,28.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),23.816566356491098,784.6616153691265,0
+740,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,29.776740725865483,22.339765845069557,0
+741,Male,0,Yes,Yes,40.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,113.12600116825145,4163.287056119472,0
+742,Male,0,No,No,5.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,48.22418516223021,261.4690007761273,0
+743,Male,0,Yes,No,25.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),140.46607530919047,2877.6628076911225,0
+744,Male,0,No,No,34.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,66.80294140289077,2079.765543327416,0
+745,Female,0,Yes,No,70.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,119.39035201307543,8904.91927416975,0
+746,Male,0,Yes,No,69.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),75.78830811494048,5452.7144998908825,0
+747,Female,1,Yes,No,69.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Credit card (automatic),87.89022193109854,6361.96187168312,0
+748,Female,1,Yes,No,18.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.3430562636915,817.5124319620309,0
+749,Female,0,Yes,Yes,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),119.02758768839088,8554.104865346219,0
+750,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),127.37220926088308,7624.294491966616,0
+751,Female,0,Yes,No,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.048924557658392,1663.920938733208,0
+752,Female,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,29.13742291631277,306.5277702685066,0
+753,Female,0,No,No,49.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),99.03141116767023,4388.699312679356,0
+754,Female,0,Yes,No,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),21.540232956074494,1433.3390615706355,0
+755,Female,0,Yes,Yes,51.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,One year,Yes,Electronic check,110.81475873436075,5307.2682067032,0
+756,Male,0,Yes,No,38.0,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),71.40101565429953,2948.747179514919,0
+757,Female,0,No,No,51.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Credit card (automatic),113.2661706488922,6701.427922882692,0
+758,Female,0,No,No,9.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,58.774340301540086,505.0874176190593,0
+759,Female,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,107.43362454677282,1138.7186009415482,0
+760,Female,0,Yes,Yes,50.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),109.87636326407757,4550.888879121742,0
+761,Male,0,No,No,42.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,149.85283176886975,6213.868980434925,0
+762,Male,0,Yes,No,9.0,No,No phone service,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Mailed check,60.332145288580044,383.41148480114623,0
+763,Male,0,Yes,No,50.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),65.06584241921914,2604.4876549546566,0
+764,Female,0,Yes,No,11.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,115.06018352296476,1712.234746220681,0
+765,Female,0,No,No,42.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),79.93698318161829,3494.180679756777,0
+766,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,27.775558333540996,44.69410996432415,0
+767,Male,0,No,Yes,23.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),52.060845231222615,1070.1313122157176,0
+768,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,98.26905121225519,71.82519853357248,0
+769,Male,0,No,No,16.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),126.49997985478566,2042.3161702874354,0
+770,Male,0,No,No,67.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),116.77820555651303,6425.830531766189,0
+771,Male,0,No,No,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),26.56213015721649,1716.4499583809504,0
+772,Female,0,No,Yes,25.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),50.83650754983921,1105.1063628625996,0
+773,Female,0,No,No,5.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,56.87066562093443,333.24049192915896,0
+774,Male,0,No,No,24.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,31.335844427526443,808.2941469057021,0
+775,Male,0,No,No,48.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.21548097690747,4647.544586354295,0
+776,Male,0,No,No,55.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Electronic check,66.49303048147947,3690.298846654415,0
+777,Male,0,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,97.00693861553387,410.91992223035066,0
+778,Female,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),57.450400628136016,66.18190934698553,0
+779,Female,0,Yes,No,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),22.151002488195278,1623.227562565793,0
+780,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.92349259589074,96.61335246065381,0
+781,Male,0,Yes,No,1.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,135.62667308768334,111.00402956399518,0
+782,Male,1,Yes,No,10.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,117.17701846261382,1330.6640568435434,0
+783,Female,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,28.961873886555615,191.98613037742587,0
+784,Male,0,No,No,42.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,129.29462839056416,6059.030606894235,0
+785,Male,0,Yes,No,61.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,Yes,Electronic check,126.59099077331798,6712.914078703392,0
+786,Female,1,No,No,18.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,101.02894283721376,1499.9643265296602,0
+787,Female,0,Yes,Yes,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.235315366386175,700.5333152267405,0
+788,Male,1,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,81.67048245885732,90.71052520850718,0
+789,Female,0,No,No,35.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),95.49002427329835,3981.709420991885,0
+790,Female,0,Yes,No,58.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),136.14109589285317,8404.614969048509,0
+791,Female,0,No,No,54.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),123.35501374053102,6616.29296375894,0
+792,Male,0,Yes,Yes,70.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,35.74465757598962,1903.6035360384697,0
+793,Male,0,Yes,No,50.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,103.14940749059446,5399.04860749301,0
+794,Female,0,Yes,No,68.0,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,62.13413053114888,4832.875959653821,0
+795,Female,0,Yes,Yes,51.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),49.237631266809316,2172.375733623308,0
+796,Male,0,No,No,11.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,84.03477656336761,992.4507110711137,0
+797,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,120.60348483297093,11356.44761326472,0
+798,Female,1,No,No,7.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,57.470525802869325,581.3960033713215,0
+799,Female,0,Yes,Yes,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.117124335811212,969.9890331723062,0
+800,Male,0,Yes,No,67.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),125.10268085698587,9257.364693293732,0
+801,Male,0,Yes,Yes,34.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,29.083107121698305,733.2470514407131,0
+802,Female,1,Yes,No,60.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),143.78034722548364,7380.844196882281,0
+803,Male,0,No,No,39.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,29.221288311327648,1180.0180377834304,0
+804,Female,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,149.97181258075753,9019.913612019815,0
+805,Female,0,Yes,No,25.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,87.10071831281506,2315.688551449585,0
+806,Female,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,87.36218901978387,220.69490227378296,0
+807,Female,0,No,Yes,10.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,49.12204137500998,508.8046612839604,0
+808,Male,0,No,No,9.0,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),70.13409367521051,653.9669893172484,0
+809,Female,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),24.03805949547887,82.62535114608694,0
+810,Male,0,No,No,19.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),29.33360965503834,667.2854383032629,0
+811,Female,0,Yes,Yes,56.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Bank transfer (automatic),128.9282585519883,5830.704020329435,0
+812,Female,0,No,No,3.0,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,68.3385709593811,212.45876631602255,0
+813,Female,0,No,No,8.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,40.370460736814955,309.82794877983093,0
+814,Female,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),121.82062352099204,9516.83273085108,0
+815,Male,0,Yes,No,63.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),150.8574880481668,7557.475288941081,0
+816,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,33.630511905311124,33.744510753552476,0
+817,Male,0,Yes,No,66.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,116.31757451503942,8814.718343945471,0
+818,Female,0,No,No,4.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,137.70399425916705,488.3904020177224,0
+819,Male,0,Yes,Yes,45.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),153.852147056577,6211.545945726509,0
+820,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),93.35628123622202,6004.225612214128,0
+821,Male,0,Yes,No,55.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),29.52933202279553,1476.628587265558,0
+822,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,26.876274942026523,28.680841099196172,0
+823,Female,0,Yes,Yes,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,27.42550549940713,546.2521321482049,0
+824,Female,1,No,No,52.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),132.32341424125124,6734.278453653192,0
+825,Female,0,No,No,28.0,Yes,Yes,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,83.95522922795928,1985.4693350392972,0
+826,Female,0,Yes,No,20.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,35.83275438372059,683.5451928446087,0
+827,Male,0,Yes,Yes,67.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,60.63801806036514,5495.817888135621,0
+828,Male,0,Yes,Yes,52.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),135.04193424434612,5629.643448021851,0
+829,Female,0,Yes,Yes,58.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,70.8070208753293,4008.2922431202987,0
+830,Male,1,No,No,11.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),88.1605081507529,981.1058118338838,0
+831,Female,0,Yes,Yes,40.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,118.4782178914172,3652.931011749632,0
+832,Female,0,No,No,14.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),64.51682665933603,766.7241270785695,0
+833,Male,1,Yes,No,55.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,90.64202477626377,5740.7942095013195,0
+834,Male,0,Yes,Yes,22.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),99.04647611142511,1927.9474061911164,0
+835,Female,1,Yes,No,68.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.0826940227953,6854.38630248703,0
+836,Female,0,No,No,20.0,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),76.60947616946447,1961.8098899209733,0
+837,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,28.85520103726743,21.19536890773378,0
+838,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,94.87574329922322,88.13167486243624,0
+839,Male,0,No,Yes,64.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),114.01611506508422,6760.079345503345,0
+840,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),129.2573806683126,7571.632978111663,0
+841,Female,1,Yes,No,24.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.6654930803226,2466.8823564700892,0
+842,Male,0,Yes,Yes,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),27.62285856850616,829.8395873095047,0
+843,Male,0,No,No,2.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,27.130392706834368,70.22715074788677,0
+844,Female,0,Yes,Yes,51.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.167455097061854,1327.2846454861283,0
+845,Male,1,Yes,No,34.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),100.3332966514071,3472.644510755997,0
+846,Male,0,No,Yes,56.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,26.281631324456306,1923.7587494375407,0
+847,Male,0,No,No,57.0,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,48.97044425902063,2775.9433490659812,0
+848,Female,0,No,No,10.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,43.56503320304096,502.6980811932289,0
+849,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,28.989983376581936,27.025802458361262,0
+850,Female,0,No,No,13.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,30.06020100704168,301.39333670184186,0
+851,Male,1,No,No,24.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,91.82330021057479,2597.301314870614,0
+852,Female,0,No,No,67.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),89.23140801796579,4771.284681342643,0
+853,Female,0,No,No,13.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),74.13724478548524,870.1608235475989,0
+854,Male,1,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),34.89155197284135,2685.7033422364516,0
+855,Male,0,Yes,No,65.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),103.11211805821341,7157.030288124327,0
+856,Female,1,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),126.01954689915661,8517.471405067212,0
+857,Male,0,No,No,11.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),52.067810284691696,606.6291157098291,0
+858,Male,0,Yes,No,65.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,One year,No,Credit card (automatic),90.67328552653092,4509.431919387272,0
+859,Male,0,Yes,No,61.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,64.55009473462336,4322.874658264647,0
+860,Male,0,No,Yes,21.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46.995626326447756,1144.5271293068276,0
+861,Female,0,Yes,Yes,36.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.28697054584468,1073.281062291888,0
+862,Female,0,Yes,Yes,69.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),81.74485308241081,4936.891107856565,0
+863,Female,0,Yes,No,11.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),99.06966179038186,1668.3336653235394,0
+864,Female,0,No,No,65.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),72.80460253002903,5443.167459546263,0
+865,Female,0,Yes,Yes,24.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),79.98332564160204,2066.4618610739067,0
+866,Male,0,No,No,21.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,56.982862435675955,1373.0245792559951,0
+867,Male,0,Yes,Yes,44.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),57.009283763769446,3314.0854683736306,0
+868,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,101.31554693551911,119.44270622400444,0
+869,Female,0,No,No,6.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),52.16541080006983,359.8896794740517,0
+870,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,117.80682546867648,9474.407769615045,0
+871,Male,1,Yes,No,14.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,96.3872295597364,1399.8822215940754,0
+872,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),28.635870244778364,24.75821804790795,0
+873,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.17178228704985,264.0147437044382,0
+874,Female,0,Yes,No,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,22.384094598963948,1472.1374055316585,0
+875,Male,0,Yes,Yes,69.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),109.33637321281404,5759.049242890897,0
+876,Male,0,No,No,11.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,105.43098619185284,964.833431495952,0
+877,Male,0,Yes,Yes,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.958036594610753,1263.390198753104,0
+878,Male,0,Yes,Yes,56.0,No,No phone service,DSL,No,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),39.6354029689477,2784.106727013001,0
+879,Female,0,Yes,Yes,22.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,70.59851728416143,1925.6694224930447,0
+880,Female,0,No,Yes,40.0,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),66.45802158308851,2785.568506518335,0
+881,Male,0,No,No,63.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,No,Credit card (automatic),151.63494612258233,9021.64415717586,0
+882,Female,1,Yes,No,43.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,109.96472112398023,5523.316949728275,0
+883,Female,1,No,No,46.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,123.86220386610046,5539.333931279581,0
+884,Male,0,Yes,No,17.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Credit card (automatic),123.18297380657337,1475.1068058452013,0
+885,Female,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,135.35238782206468,9958.550232260433,0
+886,Female,0,No,No,31.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),88.71495266676997,2495.822169246644,0
+887,Male,0,No,No,50.0,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,51.66829240053625,2581.357605453292,0
+888,Male,0,Yes,Yes,45.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),105.03877223884336,3800.407388480627,0
+889,Female,1,Yes,No,66.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),138.52915955670002,9749.065676478685,0
+890,Female,1,No,No,31.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,92.32748334643004,2519.534761027176,0
+891,Male,1,Yes,No,67.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),79.53521921649347,4777.204395835398,0
+892,Female,0,Yes,No,49.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),26.636386444523744,992.580921149612,0
+893,Female,0,Yes,No,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,28.317944865921362,558.8462861892308,0
+894,Male,1,No,No,24.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,118.34391003814991,2935.181337175755,0
+895,Male,0,No,No,69.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,115.90086566887675,8700.89526709822,0
+896,Female,0,No,Yes,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.785205373083315,78.94313267081259,0
+897,Male,0,Yes,No,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.361437269892708,1655.79481076938,0
+898,Female,0,No,No,32.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,No,Electronic check,100.28127856307334,3727.2224671758895,0
+899,Male,0,Yes,No,31.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),123.56369842222416,2974.295238452451,0
+900,Female,1,No,No,18.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,108.57046077104958,1635.850561952587,0
+901,Male,0,Yes,No,38.0,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),86.32481300475841,3222.285174116714,0
+902,Male,1,Yes,No,1.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,115.5388286539184,117.24293145341544,0
+903,Male,0,No,No,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),23.66178143815973,1625.4720563968942,0
+904,Female,0,Yes,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.969692915070535,388.14351502048095,0
+905,Male,0,Yes,Yes,13.0,Yes,No,DSL,No,No,No,No,Yes,Yes,One year,Yes,Electronic check,84.25226418613201,990.3993324525784,0
+906,Male,1,Yes,Yes,24.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,89.49987162960404,2620.489493077455,0
+907,Female,1,No,No,49.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),99.11804805547253,4848.471134161877,0
+908,Male,0,Yes,Yes,55.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),72.01860392372943,3274.8147862317787,0
+909,Female,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,147.71773818014063,11158.90424674065,0
+910,Male,0,No,No,24.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,127.41330401794616,2874.064989831798,0
+911,Female,0,Yes,No,17.0,Yes,Yes,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),78.87376430403435,1483.791303577569,0
+912,Male,0,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,85.41530480049063,70.77278889421733,0
+913,Female,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),30.097771038561856,168.92086040028178,0
+914,Male,0,No,No,27.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Credit card (automatic),90.0639980803431,2158.337640271305,0
+915,Male,0,Yes,No,34.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,98.0506108995987,4433.521685727113,0
+916,Male,0,No,No,30.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),139.58024221071443,4523.719485514621,0
+917,Female,0,Yes,Yes,32.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),62.922497676847534,1910.6614259997157,0
+918,Male,0,Yes,No,17.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),87.70677887713163,1763.8947378703092,0
+919,Female,0,No,No,63.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,No,Credit card (automatic),98.98218720852302,8323.817790977348,0
+920,Male,1,No,No,45.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),131.5920579661853,6067.623313791095,0
+921,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.823593661418062,122.22706770491946,0
+922,Male,0,Yes,No,18.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,113.89369055766363,2172.6570598233916,0
+923,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.52918187418487,70.6803338034605,0
+924,Male,0,No,No,12.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),90.73796636218157,973.6554222371803,0
+925,Male,0,No,No,50.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),96.93649417075461,5804.237112089397,0
+926,Male,0,No,No,7.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),59.88596794428537,352.51674202300563,0
+927,Male,0,Yes,Yes,19.0,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Bank transfer (automatic),61.69995239807493,977.0259970313618,0
+928,Male,0,Yes,No,66.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),132.4468161114406,8763.897721368627,0
+929,Female,0,No,Yes,18.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),37.24905333955969,664.2304851649038,0
+930,Female,0,No,Yes,12.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,84.66038792277338,1032.6297106324366,0
+931,Female,0,No,No,39.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),29.778304235774566,1049.8114398446455,0
+932,Male,0,No,No,55.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.24936797156037,7115.624033238592,0
+933,Male,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),27.730474282883648,25.250540145083363,0
+934,Female,0,Yes,No,46.0,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,61.113455284322725,3084.4747136256237,0
+935,Male,1,No,No,9.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,50.05465026500497,558.6167835888874,0
+936,Female,0,Yes,Yes,30.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,132.21898042726636,4349.083183450215,0
+937,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,103.28608475755786,72.98895197352937,0
+938,Male,0,Yes,Yes,67.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,97.24849427479293,5519.13706297636,0
+939,Female,1,Yes,No,32.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,80.97468283202228,3436.5626228645683,0
+940,Male,0,Yes,Yes,56.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),108.85460914508616,7260.010649445396,0
+941,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),168.97359397316504,12424.16640908961,0
+942,Male,0,No,No,53.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),66.17707667679794,4255.431082018671,0
+943,Male,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),22.2256939433927,186.91078596088423,0
+944,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,27.078815055773788,27.74092054357322,0
+945,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),115.55263033746148,9950.810370399855,0
+946,Male,0,Yes,Yes,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,22.299691089750066,464.6507498880232,0
+947,Female,0,Yes,No,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),23.538838130402493,1646.5707037589912,0
+948,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),119.78092408621447,10858.084150125396,0
+949,Female,0,Yes,Yes,68.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),112.40100131056518,7326.867248013414,0
+950,Male,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),132.1402493887188,2118.7467605902157,0
+951,Male,0,Yes,Yes,56.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,150.48963861871326,8672.41422951236,0
+952,Female,1,No,No,8.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),92.78215444132339,846.8471155844533,0
+953,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,108.92767778549963,247.97196841594504,0
+954,Male,1,No,No,26.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,112.77706850750602,3003.0927242621524,0
+955,Male,0,Yes,Yes,4.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,51.615646673920985,173.7287593526438,0
+956,Male,0,Yes,No,42.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),29.681310097793393,1574.7101786871885,0
+957,Female,1,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,94.22436320145418,382.13163447688817,0
+958,Female,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),21.789461579737416,698.3079322716685,0
+959,Female,0,Yes,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),25.34990312186461,474.30806975533426,0
+960,Female,0,No,Yes,2.0,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),66.6813817267752,155.55357502179874,0
+961,Male,0,No,No,51.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,29.72538369250544,1069.1173698497867,0
+962,Male,0,Yes,Yes,26.0,Yes,No,DSL,No,No,Yes,No,No,No,One year,No,Mailed check,51.252284273713116,1876.215430148215,0
+963,Male,0,No,No,69.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),148.5270271563082,7477.418491306736,0
+964,Female,1,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),155.91513950775814,8730.04349703967,0
+965,Male,0,Yes,No,22.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),121.4205328583501,2283.499469358622,0
+966,Male,0,Yes,Yes,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.301540494928222,362.85656670386203,0
+967,Female,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,21.19110755197659,777.7669799146906,0
+968,Male,0,No,No,6.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.12345137182201,741.6927483150853,0
+969,Male,0,Yes,Yes,58.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),155.03260896534965,7145.517410009447,0
+970,Female,0,Yes,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,28.554233753849196,532.6917680388173,0
+971,Female,0,No,No,60.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),99.65416477349282,5940.332863468204,0
+972,Female,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26.605346264811292,2012.363668932724,0
+973,Male,0,No,No,5.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,135.69110887417582,678.2004073077491,0
+974,Male,1,Yes,No,24.0,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),39.39815607556997,1196.4032876522765,0
+975,Male,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),22.07310546174155,879.3119815314324,0
+976,Male,0,No,No,5.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,58.03683775040055,267.3130507002514,0
+977,Female,0,No,No,56.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.369554222895278,1468.3116028727904,0
+978,Female,0,Yes,No,53.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Electronic check,92.88199777395249,5156.422926060434,0
+979,Female,0,Yes,No,24.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),144.18281840627438,3502.9144280611936,0
+980,Female,0,Yes,No,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.250263050899104,1440.3420969184735,0
+981,Female,0,Yes,No,55.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,106.75769539504374,5767.673266545101,0
+982,Male,0,Yes,Yes,52.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,29.896163100278603,1777.025542752424,0
+983,Female,0,No,No,54.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,116.8601488328513,6260.843056914634,0
+984,Female,0,No,No,4.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,55.607969708262964,266.72805919502684,0
+985,Female,0,No,No,9.0,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,69.90956155492606,780.8263635342124,0
+986,Female,0,No,No,22.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,104.44188127011932,2635.396569202973,0
+987,Male,0,Yes,No,32.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,No,Mailed check,70.64865431163877,3234.1461210029734,0
+988,Female,0,Yes,No,67.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),111.60623410007994,7793.034059308244,0
+989,Female,0,No,No,24.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.8212430723424,2349.6836903612575,0
+990,Male,1,No,No,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),30.15107868791928,1919.9397990613302,0
+991,Male,1,Yes,No,63.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),127.40282513197496,8948.145741782957,0
+992,Male,0,No,Yes,48.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),84.4602735752929,4369.474907041005,0
+993,Female,1,No,No,46.0,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),82.90582699067498,3518.0315514658523,0
+994,Male,0,Yes,No,28.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),95.53573147417507,2162.9718047270608,0
+995,Female,0,Yes,Yes,41.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),122.22663437084543,5220.045722631343,0
+996,Male,1,No,No,20.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,112.25949165891815,1746.0583830140238,0
+997,Male,0,No,No,24.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,69.32716130045068,1636.3198767751408,0
+998,Female,0,No,No,3.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,31.303764554624088,84.62300917243486,0
+999,Female,0,No,Yes,4.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),98.22844712366543,414.54346417070724,0
+1000,Female,0,No,No,33.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,126.8202601947494,5378.268140969692,0
+1001,Female,0,Yes,Yes,58.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,25.743120164323088,1514.732764154251,0
+1002,Male,1,Yes,No,72.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),86.56467735410696,6980.603723225034,0
+1003,Male,0,No,Yes,14.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),107.35954595604888,1218.0562303977174,0
+1004,Female,0,Yes,Yes,22.0,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,39.69959623751869,1165.3572778810847,0
+1005,Female,0,Yes,Yes,61.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,68.2451996073391,4064.894385315038,0
+1006,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,41.85267534341869,43.191005140509425,0
+1007,Male,0,Yes,No,62.0,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),82.17703736606225,4053.2592738406606,0
+1008,Male,1,Yes,No,63.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),108.77744496869713,7127.0160090764675,0
+1009,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,26.245333524317715,26.253668732437074,0
+1010,Female,0,Yes,No,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),106.2158347974326,7185.554235034678,0
+1011,Male,0,Yes,Yes,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.64159043928323,597.8354171407518,0
+1012,Male,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.73981155641899,371.95441516112516,0
+1013,Female,0,Yes,No,4.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,111.05313650658172,366.3204113146794,0
+1014,Female,0,No,No,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.89443553161599,821.7619553495532,0
+1015,Female,1,No,No,8.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),103.8107536115081,777.4160288072666,0
+1016,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),21.111737905525253,29.53868289091027,0
+1017,Male,0,Yes,No,18.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),53.72428978738989,918.5853043498103,0
+1018,Male,0,Yes,No,47.0,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,107.67359190145076,3852.7484300149044,0
+1019,Female,0,No,No,26.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),82.19435046218244,2612.947163220091,0
+1020,Female,1,Yes,Yes,68.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,53.52224690084714,4858.265533793736,0
+1021,Male,0,No,No,7.0,No,No phone service,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),30.534641516125202,160.7372010032343,0
+1022,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,52.816966566720566,45.721110649628734,0
+1023,Male,0,No,No,14.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,55.225634850242415,931.8472903323899,0
+1024,Female,0,No,No,12.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),97.32987928831126,1244.5153069156818,0
+1025,Female,0,Yes,No,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.73875139858089,573.4370205703556,0
+1026,Female,0,No,No,18.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.092282789973,2120.1263796993435,0
+1027,Male,0,No,No,19.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),73.63072516504003,1190.5163822380823,0
+1028,Female,1,Yes,No,43.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,109.59128544738655,5022.968268212347,0
+1029,Female,0,Yes,No,41.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,One year,No,Mailed check,50.885841439785864,1894.1090399648422,0
+1030,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,28.467716693285,23.590538593454436,0
+1031,Female,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.568162837110396,250.83093331052126,0
+1032,Male,0,Yes,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,28.76846528653424,488.4001419371148,0
+1033,Male,0,No,No,39.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),104.91088178732183,3239.40592036008,0
+1034,Female,1,Yes,No,54.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,116.71026450628426,6967.181740958174,0
+1035,Female,0,No,No,68.0,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),78.67704019790769,4855.927426767734,0
+1036,Female,0,No,No,18.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,50.555401341176484,821.6082787224494,0
+1037,Male,1,No,No,33.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),32.92248643410907,1161.5384962817855,0
+1038,Female,0,No,Yes,49.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),25.169051571621765,1229.2320045418721,0
+1039,Male,0,Yes,Yes,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,28.403645595658272,364.0456921919831,0
+1040,Female,0,Yes,Yes,40.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,72.93701617957109,3539.245817977462,0
+1041,Female,0,Yes,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,22.335745996052264,53.63860722562438,0
+1042,Male,0,No,No,49.0,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),68.50366403474412,3977.3717408241273,0
+1043,Female,0,No,No,55.0,Yes,No,DSL,No,No,No,No,No,No,One year,No,Bank transfer (automatic),63.66650981779448,3613.516757169428,0
+1044,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,108.28201011644276,86.6318723457133,0
+1045,Female,1,Yes,No,40.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.64780607878694,4774.291682226174,0
+1046,Female,0,No,No,23.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),55.456076935432144,1311.8041078614422,0
+1047,Female,1,No,No,50.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,118.55172049359935,4926.477454913574,0
+1048,Female,0,Yes,No,11.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,126.5442058682305,1381.3749670354164,0
+1049,Male,0,No,No,67.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),122.4574729495001,9156.919812690314,0
+1050,Male,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,Yes,Electronic check,67.08249133554057,4937.14660680875,0
+1051,Male,1,Yes,No,24.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,150.92864101736782,3338.6935838171958,0
+1052,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,22.972080764965522,28.441271455457336,0
+1053,Female,1,Yes,No,3.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,37.278493976822965,124.12619934295518,0
+1054,Male,0,No,Yes,11.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,121.0098212798256,1264.448679067179,0
+1055,Female,0,No,No,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.413491212380222,1510.6656931462899,0
+1056,Female,0,Yes,Yes,55.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),36.04629339885492,1917.6805936155681,0
+1057,Male,0,No,No,17.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,68.67529052814906,1062.3833757705468,0
+1058,Female,0,Yes,Yes,16.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),74.80489122604376,1411.361412103059,0
+1059,Male,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,108.29457505063083,706.4003366741249,0
+1060,Male,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.21457769227018,83.69695395507215,0
+1061,Male,0,No,Yes,15.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,No,Mailed check,77.53742036466296,1320.1059550754562,0
+1062,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,108.50804666792465,785.390152750224,0
+1063,Female,0,Yes,No,53.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),128.52229448568974,7129.074646586915,0
+1064,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,86.71637062894987,285.8597640065148,0
+1065,Male,0,No,Yes,60.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.793732626558114,1504.2677429033552,0
+1066,Male,0,No,Yes,22.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,122.31613032326581,2970.382683911402,0
+1067,Male,0,No,No,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),107.97056564770112,6296.076567295137,0
+1068,Female,0,No,No,51.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,129.8401123113552,7052.423710248123,0
+1069,Male,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.752818548565,196.1219193164506,0
+1070,Female,0,No,No,37.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),111.0905013511103,3891.7517970083745,0
+1071,Male,0,No,No,37.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),87.01395424269526,2878.8100108657018,0
+1072,Female,1,Yes,No,24.0,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),47.011355709117574,1260.6909189539213,0
+1073,Female,1,Yes,No,17.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.97416015411403,1780.8384155800825,0
+1074,Female,1,Yes,Yes,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,147.6049902785282,9256.431089293641,0
+1075,Male,0,Yes,Yes,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,30.22100005402092,51.49977085219585,0
+1076,Male,0,No,No,41.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,103.93482755754616,4551.105533719708,0
+1077,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,111.7529633442153,217.30536537938164,0
+1078,Female,0,Yes,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,28.971449808806867,372.7025441022193,0
+1079,Male,1,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,151.3309384625988,7787.9020668448675,0
+1080,Male,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),125.20954157002015,7889.613443204548,0
+1081,Male,0,Yes,Yes,52.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),132.13212421526202,6267.273506283108,0
+1082,Male,1,Yes,No,30.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,91.31924527330202,3468.6833747019914,0
+1083,Male,1,No,No,55.0,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,51.494249107497424,2603.508971182181,0
+1084,Male,0,Yes,Yes,46.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,No,Mailed check,63.00527956042153,3227.1344830211683,0
+1085,Female,0,Yes,Yes,56.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,126.1239795770564,7637.361613151337,0
+1086,Female,0,Yes,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.37008538105337,314.1087165791707,0
+1087,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),30.678505638012687,22.373650483474552,0
+1088,Female,0,Yes,No,68.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Credit card (automatic),97.35802809024831,7887.56383599178,0
+1089,Male,0,No,No,33.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,One year,No,Bank transfer (automatic),99.640546836471,3147.9721911476663,0
+1090,Female,1,Yes,No,50.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),110.57538104176486,6930.86159924923,0
+1091,Female,0,Yes,No,61.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),22.038001708205183,1480.62622457897,0
+1092,Male,0,Yes,No,43.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),94.41866064366879,3074.6770213484656,0
+1093,Male,0,Yes,No,56.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,101.88886897490887,7323.573894519,0
+1094,Female,0,Yes,No,26.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),90.37537463564578,2856.9610203527086,0
+1095,Male,0,No,No,24.0,Yes,Yes,DSL,No,No,No,Yes,No,No,One year,No,Bank transfer (automatic),80.6166115091713,1713.5332141053927,0
+1096,Male,0,Yes,Yes,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,21.99991076631123,114.75774039228507,0
+1097,Male,0,Yes,Yes,44.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),78.66731455632062,2661.671990888025,0
+1098,Male,0,No,No,20.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,53.156548519407885,1214.4549112432717,0
+1099,Male,0,Yes,Yes,53.0,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Two year,No,Bank transfer (automatic),70.02264196273495,3972.929583557124,0
+1100,Male,0,Yes,No,60.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,28.93711215422136,1844.3145687442948,0
+1101,Male,0,Yes,Yes,65.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),31.26496744761834,2520.5022760607544,0
+1102,Male,0,No,Yes,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),29.153469314211534,1304.0160954932276,0
+1103,Female,0,Yes,Yes,66.0,Yes,No,DSL,Yes,No,No,No,Yes,No,Two year,Yes,Electronic check,81.85772869902053,5031.8484241280785,0
+1104,Female,1,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.0586024208553,352.9735492465504,0
+1105,Female,0,No,No,34.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,28.856338556934798,696.9200823478188,0
+1106,Female,0,Yes,Yes,58.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Mailed check,112.38941127537646,5681.845227140667,0
+1107,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.55884498133418,149.75050712352026,0
+1108,Male,0,Yes,No,32.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,86.21301652756881,3293.2598602420976,0
+1109,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,91.63864031952278,84.18340778639461,0
+1110,Male,0,No,No,6.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,121.67732296948459,721.0200447047039,0
+1111,Male,0,No,No,31.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.98601132581263,782.94236475691,0
+1112,Female,0,Yes,Yes,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,29.37800986149315,243.57586920350874,0
+1113,Male,0,No,Yes,34.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,140.8349701160678,3855.080017450754,0
+1114,Male,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,Yes,Electronic check,123.66820007620507,10283.681549907085,0
+1115,Female,0,No,No,51.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),35.891644972164755,1395.9227455940766,0
+1116,Male,1,Yes,No,61.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),109.59061818831006,6098.950005883845,0
+1117,Female,0,No,No,18.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,58.912781206090685,1005.6647596643461,0
+1118,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),115.12748090839823,5862.929427528495,0
+1119,Male,0,No,No,55.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,131.27450159451,7657.701527527776,0
+1120,Male,0,No,Yes,33.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),116.53195352809405,4304.04877022823,0
+1121,Female,0,Yes,Yes,46.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),93.49583169343259,5086.576401982566,0
+1122,Female,0,Yes,Yes,37.0,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),75.54922998264567,3114.395826958772,0
+1123,Male,0,Yes,No,60.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,83.70810074964312,5616.193485807953,0
+1124,Female,0,No,No,13.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,38.8560906026856,488.82940364052143,0
+1125,Female,0,Yes,Yes,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.86396391775813,63.671638824333,0
+1126,Female,1,Yes,No,71.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,No,Credit card (automatic),107.65294295411363,7893.53098039311,0
+1127,Male,0,Yes,Yes,24.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),118.95611217541402,2842.4369830169394,0
+1128,Male,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,93.51347598732579,95.05043163070196,0
+1129,Male,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,138.58450321626347,9954.524659910523,0
+1130,Male,0,No,No,21.0,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),70.27458866438447,1713.5167725635142,0
+1131,Female,0,No,No,8.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,119.79026588504124,995.7729862696322,0
+1132,Male,0,Yes,Yes,49.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),73.49510139689993,3428.0654007687685,0
+1133,Male,0,Yes,Yes,60.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),65.27715718863627,4918.492172772518,0
+1134,Male,1,Yes,No,16.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),76.11030725155351,1655.5534694779633,0
+1135,Male,1,Yes,No,44.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,No,Mailed check,100.89130748220248,5600.95696362853,0
+1136,Male,0,Yes,No,70.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),31.131395690284357,2218.2614654897593,0
+1137,Female,1,No,No,67.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),101.06398544892805,6715.456473051037,0
+1138,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,96.07620950980927,84.17848973676918,0
+1139,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),123.67689715234708,10957.618443194862,0
+1140,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,23.144452343172333,62.82257999306632,0
+1141,Male,0,Yes,Yes,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.04464482443576,554.9175850955628,0
+1142,Female,1,No,No,14.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,112.01920015287405,1387.2523175042006,0
+1143,Male,0,Yes,No,59.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,108.6523371978838,6760.115124480865,0
+1144,Male,1,Yes,No,21.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),110.34989253056956,2453.5150819045457,0
+1145,Female,0,No,No,3.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,132.33018853195344,440.0720579966419,0
+1146,Female,0,No,No,63.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,27.137655983936675,1634.3796432268325,0
+1147,Female,0,Yes,Yes,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.989600271935576,1501.3378764758884,0
+1148,Male,0,No,No,35.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Two year,No,Mailed check,57.278032580667244,2880.1528749721674,0
+1149,Female,1,No,No,49.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),118.78734301110119,7311.847997339487,0
+1150,Female,0,Yes,Yes,37.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,104.19807363116898,4451.4648179848955,0
+1151,Male,0,No,No,48.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),28.591097426548735,1325.8027280774456,0
+1152,Male,0,No,No,1.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,72.66359559763785,61.042204944596186,0
+1153,Female,1,No,No,40.0,No,No phone service,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,82.150201561947,2455.071287377168,0
+1154,Female,0,Yes,Yes,13.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),79.17088810716547,984.3141834509792,0
+1155,Male,0,Yes,No,29.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),119.92884238129115,2439.416827265164,0
+1156,Female,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,84.37008397727165,325.7161069990072,0
+1157,Male,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),125.34275372520322,7248.083487264641,0
+1158,Male,0,No,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,29.476101519434607,317.85842263810264,0
+1159,Female,0,Yes,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),101.96808893384808,279.4353022275676,0
+1160,Female,0,No,No,11.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),85.99075728783173,917.2504402533866,0
+1161,Female,0,No,No,39.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,149.70991339319096,4868.582564554445,0
+1162,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,26.87360343972532,23.25118551231507,0
+1163,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,107.66764073069207,99.8994912976679,0
+1164,Female,0,No,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.745755154437347,412.7967932316682,0
+1165,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,21.291799770620223,19.656893719525492,0
+1166,Female,0,Yes,No,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,21.548868321048268,815.9561070015476,0
+1167,Male,0,Yes,Yes,39.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Electronic check,76.85530110742602,3400.29968866636,0
+1168,Female,1,Yes,No,39.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,129.32370590696925,4507.895135337124,0
+1169,Female,0,Yes,Yes,17.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,35.660596919325336,464.0810033970558,0
+1170,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.804320833751873,155.62469994992017,0
+1171,Female,0,Yes,Yes,64.0,No,No phone service,DSL,No,Yes,Yes,Yes,No,Yes,Two year,No,Electronic check,54.26973678748083,3944.0702933257157,0
+1172,Female,1,Yes,No,34.0,Yes,No,DSL,No,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),66.96412095551669,3083.770087809108,0
+1173,Male,0,Yes,Yes,9.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,79.08705505611715,623.5282528312447,0
+1174,Male,1,Yes,No,72.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),88.21078405065627,5890.906443708172,0
+1175,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),97.18435660437095,6226.607929877241,0
+1176,Male,0,Yes,Yes,21.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,109.74622872649503,2656.525243594048,0
+1177,Male,1,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),153.65982408059136,9479.320196291726,0
+1178,Female,0,Yes,No,19.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,103.33462312122475,1787.1086376949952,0
+1179,Female,0,No,No,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),24.335277136469962,562.4886587640069,0
+1180,Female,0,Yes,Yes,4.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,121.87875206112021,448.59882024332114,0
+1181,Male,0,No,No,6.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),84.7476784757252,497.0878132605076,0
+1182,Female,0,No,No,32.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),124.6803245863282,3871.6439023834,0
+1183,Female,0,Yes,Yes,18.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),31.454439361841967,517.9606317754226,0
+1184,Female,0,Yes,Yes,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),27.951526220722887,1130.0469164391648,0
+1185,Male,0,Yes,Yes,18.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,89.97326234443791,2346.4883268214644,0
+1186,Male,0,Yes,Yes,69.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,42.01867538973,3723.1879771570552,0
+1187,Female,1,No,No,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.007928340852718,790.2922660091868,0
+1188,Female,0,Yes,Yes,61.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,28.263815063926945,1647.490990508456,0
+1189,Female,0,No,No,10.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),102.68442623538597,837.5962623879079,0
+1190,Female,0,No,No,21.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),137.18649856294527,2596.0152878623876,0
+1191,Female,1,Yes,No,13.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,88.84373778654079,934.8992254829104,0
+1192,Male,0,Yes,Yes,69.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),36.348135392706816,2631.9638812529784,0
+1193,Female,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,100.01184434095518,236.8127950313655,0
+1194,Male,0,Yes,No,44.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.04220663770515,5152.8084252572435,0
+1195,Female,0,Yes,Yes,47.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),70.13458870614438,3380.1351878273194,0
+1196,Female,0,No,No,13.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,41.7211386584365,572.6724980425091,0
+1197,Female,0,No,No,17.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),81.16054007100966,2007.763675500194,0
+1198,Female,0,No,No,42.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,71.44000591233764,2386.6586066355203,0
+1199,Male,1,Yes,No,19.0,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),79.54383563483597,1405.833405290119,0
+1200,Male,0,Yes,No,61.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),108.58735465987075,5330.609727152438,0
+1201,Male,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),29.94649161439343,353.35790845313437,0
+1202,Female,1,No,No,35.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,91.84010277471444,3438.720063095948,0
+1203,Female,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),101.29153543953338,93.69964214691215,0
+1204,Male,0,Yes,Yes,31.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,87.43134991664145,1996.6590712263974,0
+1205,Male,1,Yes,No,19.0,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),39.055635769374966,632.5318780487387,0
+1206,Female,0,Yes,Yes,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.868806509168984,662.7344810408877,0
+1207,Male,1,No,No,20.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),97.19192044047026,1826.830578889273,0
+1208,Male,0,Yes,No,62.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Electronic check,119.90067757132951,8601.910758986885,0
+1209,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),99.61089863548894,197.30805690708362,0
+1210,Female,0,Yes,No,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.80201717770803,1254.7106601942469,0
+1211,Female,0,Yes,Yes,44.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,No,Electronic check,97.11252765926864,5230.176655853518,0
+1212,Female,0,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,90.39804660576482,77.88043293755567,0
+1213,Female,0,No,No,18.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,100.30801573014531,1505.987956556799,0
+1214,Female,1,No,No,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,103.23046593321553,112.16420419330463,0
+1215,Female,0,No,No,53.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),146.28169491576543,6766.3113845380985,0
+1216,Female,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,26.62933706786116,358.44153312931854,0
+1217,Male,1,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),27.750929812632805,2010.1271658612345,0
+1218,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.932346777226496,82.12047020875461,0
+1219,Female,1,No,No,26.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,94.32965992704929,2214.721599074281,0
+1220,Female,0,No,No,6.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,96.00645802577323,707.9528253815618,0
+1221,Female,0,Yes,Yes,61.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),27.18628270525965,1437.8391218753486,0
+1222,Male,1,No,No,13.0,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.49225364013704,945.9488998847588,0
+1223,Female,1,Yes,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,91.68186948973533,750.7025729959896,0
+1224,Male,1,Yes,Yes,34.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,142.9155374625089,4728.159520775042,0
+1225,Female,0,Yes,No,9.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.26367142281751,653.096499873807,0
+1226,Female,0,Yes,Yes,33.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,28.666512522551642,819.0761361036019,0
+1227,Male,0,Yes,No,11.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.5974992202214,853.0759530165863,0
+1228,Female,0,Yes,Yes,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26.508031846520677,822.4314170864122,0
+1229,Female,1,No,No,62.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,No,Electronic check,97.64666823008137,7066.470960273434,0
+1230,Male,0,Yes,Yes,22.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,100.92076583351614,2489.6062690906747,0
+1231,Female,0,No,No,12.0,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,No,Mailed check,79.99562700711701,1138.183876027877,0
+1232,Male,0,Yes,Yes,66.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),21.666069097691043,1499.5148287400464,0
+1233,Male,0,No,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,28.443798005308544,443.65756828249465,0
+1234,Male,0,No,No,2.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,112.35715307392684,153.91863994206253,0
+1235,Male,0,Yes,Yes,72.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),149.42157876567543,11323.786306522397,0
+1236,Female,0,No,No,6.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,95.05856329272585,624.3413697744405,0
+1237,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,36.59135760255505,34.69185917801378,0
+1238,Male,1,No,No,60.0,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,One year,Yes,Electronic check,100.53369878755754,4784.24820279102,0
+1239,Female,1,Yes,No,50.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,145.09878283456743,5976.939174601093,0
+1240,Male,0,No,No,68.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,119.21709269991096,10619.015233917446,0
+1241,Male,0,No,No,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.784333296668095,962.9271218469568,0
+1242,Female,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.58364671218614,319.1782813914023,0
+1243,Male,0,No,No,4.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,108.48115479693881,477.1821040986408,0
+1244,Male,1,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,156.15384720385393,8272.474679787827,0
+1245,Male,1,No,No,63.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),118.92839797787573,7569.27482295498,0
+1246,Female,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,28.093280282614998,147.28377931777695,0
+1247,Female,0,No,No,9.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),99.4014498633253,981.5920574495469,0
+1248,Female,0,Yes,Yes,36.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),122.14236844955862,4444.22650677119,0
+1249,Female,1,No,No,53.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),89.39085574695248,4573.400032863612,0
+1250,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,65.4553887351714,66.1654787215546,0
+1251,Male,0,Yes,Yes,59.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),110.92798499084786,6635.2931766337415,0
+1252,Male,0,Yes,No,61.0,Yes,Yes,DSL,Yes,No,Yes,No,No,Yes,Two year,Yes,Mailed check,96.94748631300772,5782.886817594506,0
+1253,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,74.3499977588282,82.90909905147821,0
+1254,Female,0,Yes,Yes,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),29.51893709112634,2162.2409585661403,0
+1255,Female,1,Yes,No,29.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),115.51806376261679,3938.206839399457,0
+1256,Female,1,No,No,69.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),161.08060431060804,7929.930149004953,0
+1257,Female,0,No,No,52.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),133.7750467412861,8749.847773820835,0
+1258,Male,0,No,No,21.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,104.49144552566553,1903.1409890811703,0
+1259,Female,0,Yes,Yes,72.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.54291097120819,10855.987460049795,0
+1260,Male,1,No,No,19.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.94106112402638,2268.3283374421612,0
+1261,Male,0,Yes,No,52.0,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,41.88097673049206,2692.8608767142146,0
+1262,Female,0,No,No,5.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),62.900784330185246,310.2842080552488,0
+1263,Male,1,Yes,No,23.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,109.93908764883284,2311.274622300583,0
+1264,Female,0,No,No,36.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),131.87334454637076,4909.865797383801,0
+1265,Female,1,Yes,No,60.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Two year,Yes,Credit card (automatic),67.96022302239152,4154.041997147338,0
+1266,Female,0,Yes,No,19.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,105.00379020252552,1747.92565638751,0
+1267,Male,1,No,No,35.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Credit card (automatic),130.44175890315296,4380.4842777494205,0
+1268,Male,0,Yes,Yes,32.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Electronic check,113.07298571762432,3686.642853210216,0
+1269,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),131.60909656280705,8711.305175664038,0
+1270,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),119.98818848684193,9099.942337022292,0
+1271,Female,0,No,Yes,13.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),153.40778679903727,1946.450442906097,0
+1272,Male,1,No,No,43.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,115.78656759534672,5322.294597763738,0
+1273,Female,0,Yes,Yes,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),21.69843883910891,1354.9715990837442,0
+1274,Male,0,Yes,Yes,21.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Mailed check,101.62894705148153,1884.0474062738595,0
+1275,Male,0,No,No,13.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),26.604306141887296,467.20503423704344,0
+1276,Female,0,Yes,Yes,5.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,108.73797495694338,590.0166674308941,0
+1277,Male,0,No,No,15.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,No,Electronic check,62.48540866219218,856.1616740008438,0
+1278,Female,1,No,No,6.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.59669291504196,634.952953832862,0
+1279,Male,0,Yes,Yes,58.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),95.30553692369675,4827.690268863969,0
+1280,Female,1,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,35.26139723400324,26.884871381260364,0
+1281,Male,0,Yes,Yes,51.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),117.23933014641372,4632.149831087159,0
+1282,Female,0,No,No,5.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,122.07650145069469,723.3173390213636,0
+1283,Male,1,Yes,Yes,22.0,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Mailed check,54.3543040369691,1057.2826273729522,0
+1284,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),144.91686315458813,11471.264308880696,0
+1285,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),93.6929914205896,6170.49569441618,0
+1286,Female,0,Yes,No,59.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,84.186098789563,5932.757606681848,0
+1287,Female,0,Yes,No,60.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,130.6012880309366,7054.83005847002,0
+1288,Female,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,59.329184988963306,75.75080489458105,0
+1289,Male,1,No,No,33.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),100.91897325497563,3054.3485010442605,0
+1290,Male,1,Yes,No,27.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Electronic check,103.7846861167419,3319.9137723126514,0
+1291,Female,1,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.70218587148847,143.97708831235352,0
+1292,Male,0,No,No,57.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,Yes,Electronic check,123.9457033302305,7183.234746404686,0
+1293,Male,0,No,No,62.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),90.13623604860037,5532.064281589212,0
+1294,Female,0,Yes,Yes,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.284054378604424,459.8283128449621,0
+1295,Female,0,No,Yes,23.0,Yes,No,DSL,No,No,No,Yes,No,No,One year,Yes,Electronic check,67.61463710861,1488.967397968101,0
+1296,Male,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,30.12120364644189,170.84663143608478,0
+1297,Female,0,No,No,3.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),112.51922819763918,298.692575274907,0
+1298,Male,0,No,Yes,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.77262606959084,580.8949134740691,0
+1299,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.699305782511022,24.983216843320825,0
+1300,Female,1,Yes,No,31.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),72.62036972101154,1619.5288436287947,0
+1301,Female,0,No,No,52.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.7680306314732,4998.189097757715,0
+1302,Female,0,No,No,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),26.695794234666064,845.0206001353948,0
+1303,Male,1,Yes,No,54.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),32.93127949461653,1585.8823004741919,0
+1304,Female,0,Yes,Yes,30.0,Yes,No,DSL,No,No,Yes,Yes,Yes,No,One year,Yes,Electronic check,85.62710402484255,2249.3286387376515,0
+1305,Female,0,No,No,40.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),109.31786305454479,4496.342644838483,0
+1306,Female,0,No,No,62.0,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),49.512588835804515,3159.7194933115347,0
+1307,Female,0,No,Yes,67.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,145.2127544335671,9423.61116701699,0
+1308,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,28.069456370555667,26.782649305482714,0
+1309,Male,0,Yes,No,47.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,137.83060337296348,6676.7015598066855,0
+1310,Male,1,Yes,Yes,1.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),70.63859822248627,71.17398319719801,0
+1311,Male,0,Yes,No,10.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),65.7843771271708,741.7390834230523,0
+1312,Female,0,No,No,68.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),158.230989158612,7460.135995974591,0
+1313,Male,0,No,No,10.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,109.79292702352448,1350.1103530992723,0
+1314,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.99985515378633,28.169715521592547,0
+1315,Male,0,No,Yes,27.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),26.265948803194977,941.3566996461252,0
+1316,Male,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,117.94700092029765,214.58424719324503,0
+1317,Female,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,21.494630972513235,1986.7041157101362,0
+1318,Male,0,No,No,1.0,No,No phone service,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,55.05522048197125,45.40439246287394,0
+1319,Female,0,Yes,Yes,58.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.827282960356513,1613.330474210067,0
+1320,Female,0,Yes,Yes,60.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,63.03943229446844,3761.162388236958,0
+1321,Female,0,Yes,Yes,54.0,Yes,Yes,DSL,No,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),60.35867972385389,4749.159177806886,0
+1322,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),146.54110942026696,9269.964169377632,0
+1323,Male,0,Yes,Yes,40.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),36.594064425070215,1217.8089699647032,0
+1324,Female,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),32.79456756407807,2106.1214219052713,0
+1325,Male,0,No,No,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.46250711735308,1038.8592346911664,0
+1326,Female,0,Yes,Yes,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.45366773421633,290.5024107287279,0
+1327,Female,0,Yes,Yes,19.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),29.79477590000076,548.7845263381806,0
+1328,Male,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,83.49540439104346,76.29028987953494,0
+1329,Male,0,Yes,No,59.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,54.292147507560735,3543.9504473759,0
+1330,Male,0,Yes,Yes,6.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,56.73189486200237,352.64089228747923,0
+1331,Male,1,Yes,No,51.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),39.63867288452233,1559.7544107442613,0
+1332,Male,1,No,No,50.0,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),82.51962497812302,4093.091184211701,0
+1333,Male,0,Yes,No,14.0,Yes,No,DSL,No,No,No,No,No,No,One year,No,Electronic check,51.16660752304002,921.2945489222578,0
+1334,Male,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),29.691621953203857,1041.5335308684564,0
+1335,Male,0,Yes,Yes,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),21.641344168018605,406.9198237840081,0
+1336,Male,0,Yes,Yes,13.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,104.74694664998088,1557.9876739645356,0
+1337,Male,0,Yes,No,64.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,84.37211769845788,4833.549336748852,0
+1338,Female,0,Yes,No,5.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),87.63290673817833,399.0391625751433,0
+1339,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,90.98016039287138,103.6430439573906,0
+1340,Female,0,Yes,Yes,63.0,Yes,No,DSL,Yes,No,No,No,No,No,Two year,Yes,Bank transfer (automatic),70.31802514445744,3441.3664152631713,0
+1341,Male,0,No,Yes,1.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,64.69907738553192,49.38977810483091,0
+1342,Female,0,Yes,Yes,6.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,63.63083080081453,511.1216161156902,0
+1343,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,50.13131244948279,60.6159545578929,0
+1344,Male,0,Yes,Yes,63.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,Yes,Electronic check,128.71546781756567,7257.265746936238,0
+1345,Female,0,Yes,No,43.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),41.0966620308226,2147.1488820626887,0
+1346,Male,0,Yes,Yes,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.196735756768163,1366.5734880339332,0
+1347,Male,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,107.61997725053034,222.03791577328298,0
+1348,Female,0,No,No,25.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),83.10337134113236,1718.048512677323,0
+1349,Female,0,No,No,34.0,Yes,No,DSL,Yes,Yes,No,No,No,Yes,One year,No,Electronic check,88.16954668003092,2348.592149123835,0
+1350,Female,0,Yes,Yes,62.0,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),64.19366825887067,4558.138944654794,0
+1351,Male,0,Yes,Yes,31.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,68.55699462211152,2027.5214297534196,0
+1352,Female,1,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),101.75430992932098,237.68652611575425,0
+1353,Male,0,No,Yes,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.03591833590837,486.0168631869356,0
+1354,Female,1,Yes,No,14.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,139.05006193306062,1446.9203712434664,0
+1355,Male,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),122.10104509553186,11376.416229032133,0
+1356,Female,0,No,No,34.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,64.23997625292297,2181.9402518239276,0
+1357,Female,0,No,No,22.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,71.0201573466604,1797.1034098780992,0
+1358,Male,0,Yes,No,70.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),88.43133373320127,5401.793404052927,0
+1359,Female,1,No,No,54.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,No,Mailed check,90.78876683657376,3998.2666908369283,0
+1360,Female,0,No,No,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.499948036517324,539.8254469595299,0
+1361,Female,0,Yes,Yes,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),29.248922941695763,1486.1885222265157,0
+1362,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),72.36424479745173,159.38022348116306,0
+1363,Male,0,No,No,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.047539947426515,359.5300939681014,0
+1364,Female,0,No,No,7.0,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),93.86663192548214,636.1183706816463,0
+1365,Female,0,Yes,Yes,3.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),43.65549350081602,114.91706788511016,0
+1366,Female,0,Yes,No,38.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,148.309495231482,4057.3532282890615,0
+1367,Female,0,No,No,48.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),124.32327743033872,5821.340322121911,0
+1368,Male,0,No,No,26.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),125.45737621263267,3267.6228937544684,0
+1369,Female,0,Yes,Yes,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.323730686692617,1019.4790162858833,0
+1370,Male,0,Yes,No,25.0,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),74.57060832104285,1742.8475303624639,0
+1371,Male,0,Yes,No,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.89382119268626,674.7426271103957,0
+1372,Male,0,Yes,Yes,50.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),124.3416032581549,6889.288049058778,0
+1373,Female,0,No,No,16.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,65.75291648336805,878.4998487064406,0
+1374,Male,0,Yes,Yes,51.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.767114473220953,1447.5711341741323,0
+1375,Female,0,Yes,Yes,71.0,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),92.33526387598413,5753.067088603139,0
+1376,Female,0,Yes,Yes,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,23.859862739181825,494.66029658868973,0
+1377,Male,0,Yes,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),26.123064842234143,163.08429791607685,0
+1378,Male,0,No,No,36.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),22.0723843593855,885.6237831194748,0
+1379,Female,0,No,No,28.0,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,42.543783899380564,815.2089828059085,0
+1380,Female,0,No,No,63.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,29.885174845277792,2154.1017104601433,0
+1381,Female,0,Yes,No,49.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),22.1182875966744,1294.2130869430625,0
+1382,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,76.35394356958854,57.55800753072632,0
+1383,Female,1,Yes,No,27.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,114.96948902967867,2582.285681062968,0
+1384,Female,0,Yes,Yes,41.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),114.60097828211973,4465.216422688043,0
+1385,Female,0,No,No,13.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.34794643810796,374.4965274937066,0
+1386,Female,0,No,Yes,48.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Mailed check,126.60431149539733,5816.42080292378,0
+1387,Female,0,Yes,No,45.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),54.67253120015133,2264.3575306804114,0
+1388,Female,1,Yes,No,2.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,97.18909885243822,218.8572321562475,0
+1389,Female,0,No,No,41.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),98.88282687807983,3597.314998649591,0
+1390,Female,0,No,No,25.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.48823840154059,1722.1165377249615,0
+1391,Female,0,No,No,2.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,63.115971096848746,102.24349263326854,0
+1392,Male,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.79344250187676,2751.5008262602237,0
+1393,Female,0,Yes,No,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),28.40879102011094,822.9857440198792,0
+1394,Female,0,Yes,Yes,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),107.45811480071353,6624.935568409621,0
+1395,Male,0,No,No,4.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,70.80949020062035,332.4474385090059,0
+1396,Female,0,Yes,No,52.0,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,41.35462491775736,2179.1129766632694,0
+1397,Male,0,No,Yes,4.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,58.42531859095129,202.0996809020152,0
+1398,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.45414812425193,27.78169893962887,0
+1399,Male,0,Yes,No,57.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,76.10547438247067,3672.800897709327,0
+1400,Female,0,Yes,Yes,4.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,92.17773328636355,345.42804217934184,0
+1401,Male,1,Yes,No,37.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,113.45730805089356,3509.131465162557,0
+1402,Female,1,Yes,No,62.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.85858296129739,6707.240421352664,0
+1403,Male,0,Yes,No,3.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,40.8687920275125,124.22828496327729,0
+1404,Male,0,Yes,Yes,13.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.670745416453016,677.5570260943226,0
+1405,Female,0,No,No,19.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),25.846701924852006,596.707779777582,0
+1406,Male,0,Yes,Yes,35.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,132.8939611390612,4549.358925980989,0
+1407,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,26.76708918645974,20.894218635884048,0
+1408,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),159.0120376661343,11228.924875024753,0
+1409,Male,0,Yes,Yes,2.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,57.910300502840066,123.64714031233508,0
+1410,Male,1,Yes,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,93.50395897118452,326.50644188518464,0
+1411,Female,1,No,No,45.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),113.47447200196753,4015.7548668120676,0
+1412,Female,0,Yes,No,59.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,122.50754220702638,5902.109737647075,0
+1413,Female,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),123.8565830154434,2538.654945011316,0
+1414,Female,0,No,No,4.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),71.3313967798536,303.9722359697027,0
+1415,Male,0,No,No,27.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,117.83940474506589,3174.391257322461,0
+1416,Male,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,21.982757155405256,872.8388721858794,0
+1417,Female,0,Yes,Yes,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,29.489691765123208,1178.021241502465,0
+1418,Female,0,No,No,15.0,No,No phone service,DSL,No,Yes,No,No,No,Yes,Two year,Yes,Mailed check,44.920257233993574,848.4204625646428,0
+1419,Male,0,Yes,No,67.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),114.4305892756119,7901.76160332091,0
+1420,Female,0,Yes,No,9.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),100.2654048580284,1111.6337990581928,0
+1421,Male,0,No,No,29.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,99.81072564309127,3499.0958400715117,0
+1422,Female,0,Yes,Yes,18.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,78.944293766194,1131.3220359849943,0
+1423,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,21.988828106373568,37.700724700354314,0
+1424,Female,0,No,No,42.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,84.49646996733627,3556.2801142259154,0
+1425,Female,0,No,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,162.32694330569973,11513.627086616909,0
+1426,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,125.99944472360477,122.80045223728663,0
+1427,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),72.72817410527865,76.07125042978393,0
+1428,Female,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),27.485790868844333,2405.3411799044875,0
+1429,Male,0,No,No,53.0,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,Yes,Electronic check,75.91133306952284,3591.4814989012234,0
+1430,Female,0,Yes,No,4.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,38.649972350386285,153.2574380786102,0
+1431,Male,1,No,No,51.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),136.0564040338831,6990.850919437183,0
+1432,Female,1,Yes,No,56.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),85.32901970752772,5593.560596721943,0
+1433,Male,0,Yes,No,35.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,93.7855581344239,3170.9416583469656,0
+1434,Male,0,No,Yes,30.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,58.1004114560327,1719.9326950598063,0
+1435,Female,0,No,No,41.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),72.8476493262139,3289.4222630881977,0
+1436,Female,0,Yes,Yes,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),21.44150655533188,1138.9036837165202,0
+1437,Male,0,No,No,54.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.48213669557485,6203.824809326885,0
+1438,Male,0,Yes,Yes,48.0,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),65.61557900136816,2835.825294278181,0
+1439,Male,0,No,No,58.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),128.13205622894807,7892.79168769672,0
+1440,Female,0,No,No,28.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,36.44741687126706,1146.5959028048512,0
+1441,Male,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),110.78232576285275,7958.673476719044,0
+1442,Female,0,No,No,47.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,150.37651147116725,5095.427444183183,0
+1443,Female,0,Yes,Yes,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),28.510540274537085,257.57761559065057,0
+1444,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.550366143486748,25.13739594301523,0
+1445,Male,1,No,No,16.0,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,47.098068605343634,994.0159311270623,0
+1446,Female,0,Yes,Yes,23.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),88.1554800061934,1942.5600556959225,0
+1447,Male,0,Yes,No,36.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,140.0079622940293,4633.288436324593,0
+1448,Female,0,Yes,Yes,41.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),93.65577258125337,4072.313983678867,0
+1449,Male,0,No,No,3.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,70.09386736850036,170.72341497251605,0
+1450,Male,0,No,No,26.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,40.55914243506882,1418.5865411642665,0
+1451,Male,0,No,No,38.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),126.60440268063246,4074.486964944477,0
+1452,Female,1,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),86.59342591085294,376.4238301854527,0
+1453,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,97.21176607422545,78.49857566772887,0
+1454,Male,0,No,No,12.0,Yes,No,DSL,No,No,No,Yes,Yes,No,One year,Yes,Electronic check,64.79439089498966,909.7141546583358,0
+1455,Male,0,No,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,130.01431492063872,7892.521952051274,0
+1456,Male,0,Yes,No,44.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),95.2617056147178,4761.428222414003,0
+1457,Female,0,Yes,No,68.0,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),94.72217018447209,4907.76890719963,0
+1458,Female,1,No,No,6.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,47.822315181517034,381.16178477446084,0
+1459,Male,1,Yes,No,55.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,No,Credit card (automatic),82.99533288501989,3996.883826735098,0
diff --git a/dataset/raw_data/._SUCCESS.crc b/dataset/raw_data/._SUCCESS.crc
new file mode 100644
index 0000000000000000000000000000000000000000..3b7b044936a890cd8d651d349a752d819d71d22c
Binary files /dev/null and b/dataset/raw_data/._SUCCESS.crc differ
diff --git a/dataset/raw_data/.part-00000-91559437-b672-4eb7-95ac-d2022024cf28-c000.csv.crc b/dataset/raw_data/.part-00000-91559437-b672-4eb7-95ac-d2022024cf28-c000.csv.crc
new file mode 100644
index 0000000000000000000000000000000000000000..add9e8959ec18c8c331b3202392e60065d854afa
Binary files /dev/null and b/dataset/raw_data/.part-00000-91559437-b672-4eb7-95ac-d2022024cf28-c000.csv.crc differ
diff --git a/dataset/raw_data/_SUCCESS b/dataset/raw_data/_SUCCESS
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/dataset/raw_data/part-00000-91559437-b672-4eb7-95ac-d2022024cf28-c000.csv b/dataset/raw_data/part-00000-91559437-b672-4eb7-95ac-d2022024cf28-c000.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b288ceb0c60f3e841ef98e4daf71c121b30b03f
--- /dev/null
+++ b/dataset/raw_data/part-00000-91559437-b672-4eb7-95ac-d2022024cf28-c000.csv
@@ -0,0 +1,8493 @@
+customerID,gender,SeniorCitizen,Partner,Dependents,tenure,PhoneService,MultipleLines,InternetService,OnlineSecurity,OnlineBackup,DeviceProtection,TechSupport,StreamingTV,StreamingMovies,Contract,PaperlessBilling,PaymentMethod,MonthlyCharges,TotalCharges,Churn
+7590-VHVEG,Female,0,Yes,No,1.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,29.85,29.85,0
+5575-GNVDE,Male,0,No,No,34.0,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,56.95,1889.5,0
+3668-QPYBK,Male,0,No,No,2.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,53.85,108.15,1
+7795-CFOCW,Male,0,No,No,45.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,No,Bank transfer (automatic),42.3,1840.75,0
+9237-HQITU,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.7,151.65,1
+9305-CDSKC,Female,0,No,No,8.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.65,820.5,1
+1452-KIOVK,Male,0,No,Yes,22.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.1,1949.4,0
+6713-OKOMC,Female,0,No,No,10.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.75,301.9,0
+7892-POOKP,Female,0,Yes,No,28.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.8,3046.05,1
+6388-TABGU,Male,0,No,Yes,62.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Bank transfer (automatic),56.15,3487.95,0
+9763-GRSKD,Male,0,Yes,Yes,13.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,49.95,587.45,0
+7469-LKBCI,Male,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),18.95,326.8,0
+8091-TTVAX,Male,0,Yes,No,58.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Credit card (automatic),100.35,5681.1,0
+0280-XJGEX,Male,0,No,No,49.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.7,5036.3,1
+5129-JLPIS,Male,0,No,No,25.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,2686.05,0
+3655-SNQYZ,Female,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),113.25,7895.15,0
+8191-XWSZG,Female,0,No,No,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,1022.95,0
+9959-WOFKT,Male,0,No,Yes,71.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),106.7,7382.25,0
+4190-MFLUW,Female,0,Yes,Yes,10.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),55.2,528.35,1
+4183-MYFRB,Female,0,No,No,21.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,90.05,1862.9,0
+8779-QRDMV,Male,1,No,No,1.0,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,39.65,39.65,1
+1680-VDCWW,Male,0,Yes,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,202.25,0
+1066-JKSGK,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,1
+3638-WEABW,Female,0,Yes,No,58.0,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),59.9,3505.1,0
+6322-HRPFA,Male,0,Yes,Yes,49.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),59.6,2970.3,0
+6865-JZNKO,Female,0,No,No,30.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.3,1530.6,0
+6467-CHFZW,Male,0,Yes,Yes,47.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.35,4749.15,1
+8665-UTDHZ,Male,0,Yes,Yes,1.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.2,30.2,1
+5248-YGIJN,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.25,6369.45,0
+8773-HHUOZ,Female,0,No,Yes,17.0,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,64.7,1093.1,1
+3841-NFECX,Female,1,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),96.35,6766.95,0
+4929-XIHVW,Male,1,Yes,No,2.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.5,181.65,0
+6827-IEAUQ,Female,0,Yes,Yes,27.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Mailed check,66.15,1874.45,0
+7310-EGVHZ,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.2,20.2,0
+3413-BMNZE,Male,1,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.25,45.25,0
+6234-RAAPL,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),99.9,7251.7,0
+6047-YHPVI,Male,0,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,316.9,1
+6572-ADKRS,Female,0,No,No,46.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),74.8,3548.3,0
+5380-WJKOV,Male,0,No,No,34.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.35,3549.25,1
+8168-UQWWF,Female,0,No,No,11.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),97.85,1105.4,1
+8865-TNMNX,Male,0,Yes,Yes,10.0,Yes,No,DSL,No,Yes,No,No,No,No,One year,No,Mailed check,49.55,475.7,0
+9489-DEDVP,Female,0,Yes,Yes,70.0,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Two year,Yes,Credit card (automatic),69.2,4872.35,0
+9867-JCZSP,Female,0,Yes,Yes,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.75,418.25,0
+4671-VJLCL,Female,0,No,No,63.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),79.85,4861.45,0
+4080-IIARD,Female,0,Yes,No,13.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,76.2,981.45,0
+3714-NTNFO,Female,0,No,No,49.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.5,3906.7,0
+5948-UJZLF,Male,0,No,No,2.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.25,97.0,0
+7760-OYPDY,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.65,144.15,1
+7639-LIAYI,Male,0,No,No,52.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.75,4217.8,0
+2954-PIBKO,Female,0,Yes,Yes,69.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),64.15,4254.1,0
+8012-SOUDQ,Female,1,No,No,43.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.25,3838.75,0
+9420-LOJKX,Female,0,No,No,15.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.1,1426.4,1
+6575-SUVOI,Female,1,Yes,No,25.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),69.5,1752.65,0
+7495-OOKFY,Female,1,Yes,No,8.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.65,633.3,1
+4667-QONEA,Female,1,Yes,Yes,60.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),74.85,4456.35,0
+1658-BYGOY,Male,1,No,No,18.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,1752.55,1
+8769-KKTPH,Female,0,Yes,Yes,63.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),99.65,6311.2,0
+5067-XJQFU,Male,1,Yes,Yes,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,108.45,7076.35,0
+3957-SQXML,Female,0,Yes,Yes,34.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.95,894.3,0
+5954-BDFSG,Female,0,No,No,72.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),107.5,7853.7,0
+0434-CSFON,Female,0,Yes,No,47.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.5,4707.1,0
+1215-FIGMP,Male,0,No,No,60.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.9,5450.7,0
+0526-SXDJP,Male,0,Yes,No,72.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),42.1,2962.0,0
+0557-ASKVU,Female,0,Yes,Yes,18.0,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),54.4,957.1,0
+5698-BQJOH,Female,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.4,857.25,1
+5122-CYFXA,Female,0,No,No,3.0,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,75.3,244.1,0
+8627-ZYGSZ,Male,0,Yes,No,47.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Electronic check,78.9,3650.35,0
+3410-YOQBQ,Female,0,No,No,31.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,79.2,2497.2,0
+3170-NMYVV,Female,0,Yes,Yes,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.15,930.9,0
+7410-OIEDU,Male,0,No,No,10.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.85,887.35,0
+2273-QCKXA,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,49.05,49.05,0
+0731-EBJQB,Female,0,Yes,Yes,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.4,1090.65,0
+1891-QRQSA,Male,1,Yes,Yes,64.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.6,7099.0,0
+8028-PNXHQ,Male,0,Yes,Yes,62.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.25,1424.6,0
+5630-AHZIL,Female,0,No,Yes,3.0,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),64.5,177.4,0
+2673-CXQEU,Female,1,No,No,56.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,110.5,6139.5,0
+6416-JNVRK,Female,0,No,No,46.0,Yes,No,DSL,No,No,No,No,No,Yes,One year,No,Credit card (automatic),55.65,2688.85,0
+5590-ZSKRV,Female,0,Yes,Yes,8.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.65,482.25,0
+0191-ZHSKZ,Male,1,No,No,30.0,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,74.75,2111.3,0
+3887-PBQAO,Female,0,Yes,Yes,45.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),25.9,1216.6,0
+5919-TMRGD,Female,0,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.35,79.35,1
+8108-UXRQN,Female,0,Yes,Yes,11.0,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,50.55,565.35,0
+9191-MYQKX,Female,0,Yes,No,7.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.15,496.9,1
+9919-YLNNG,Female,0,No,No,42.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.8,4327.5,0
+0318-ZOPWS,Female,0,Yes,No,49.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.15,973.35,0
+4445-ZJNMU,Male,0,No,No,9.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.3,918.75,0
+4808-YNLEU,Female,0,Yes,No,35.0,Yes,No,DSL,Yes,No,No,No,Yes,No,One year,Yes,Bank transfer (automatic),62.15,2215.45,0
+1862-QRWPE,Female,0,Yes,Yes,48.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.65,1057.0,0
+2796-NNUFI,Female,0,Yes,Yes,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.95,927.1,0
+3016-KSVCP,Male,0,Yes,No,29.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,33.75,1009.25,0
+4767-HZZHQ,Male,0,Yes,Yes,30.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),82.05,2570.2,0
+2424-WVHPL,Male,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,74.7,74.7,0
+7233-PAHHL,Male,0,Yes,Yes,66.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,84.0,5714.25,0
+6067-NGCEU,Female,0,No,No,65.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),111.05,7107.0,0
+9848-JQJTX,Male,0,No,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),100.9,7459.05,0
+8637-XJIVR,Female,0,No,No,12.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,78.95,927.35,1
+9803-FTJCG,Male,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),66.85,4748.7,0
+0278-YXOOG,Male,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,21.05,113.85,1
+3212-KXOCR,Male,0,No,No,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.0,1107.2,0
+4598-XLKNJ,Female,1,Yes,No,25.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,2514.5,1
+6380-ARCEH,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,0
+3679-XASPY,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.45,19.45,0
+7123-WQUHX,Male,0,No,No,38.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),95.0,3605.6,0
+5386-THSLQ,Female,1,Yes,No,66.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),45.55,3027.25,0
+3192-NQECA,Male,0,Yes,No,68.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.0,7611.85,1
+6180-YBIQI,Male,0,No,No,5.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.3,100.2,0
+6728-DKUCO,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,104.15,7303.05,0
+9750-BOOHV,Female,0,No,No,32.0,No,No phone service,DSL,Yes,No,No,No,No,No,One year,No,Mailed check,30.15,927.65,0
+8597-CWYHH,Male,0,No,No,43.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Mailed check,94.35,3921.3,0
+2848-YXSMW,Male,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1363.25,0
+0486-HECZI,Male,0,Yes,No,55.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,96.75,5238.9,1
+4549-ZDQYY,Female,0,No,No,52.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,No,Credit card (automatic),57.95,3042.25,0
+5712-AHQNN,Female,0,No,No,43.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.65,3954.1,0
+4846-WHAFZ,Female,1,Yes,No,37.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.5,2868.15,1
+5256-SKJGO,Female,0,Yes,Yes,64.0,No,No phone service,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,54.6,3423.5,0
+3071-VBYPO,Male,0,Yes,Yes,3.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,89.85,248.4,0
+9560-BBZXK,Female,0,No,No,36.0,No,No phone service,DSL,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),31.05,1126.35,0
+5299-RULOA,Female,0,Yes,Yes,10.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.25,1064.65,1
+8402-OOOHJ,Female,0,No,No,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.65,835.15,0
+9445-ZUEQE,Male,0,Yes,Yes,27.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),85.2,2151.6,0
+1091-SOZGA,Female,0,Yes,Yes,56.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),99.8,5515.45,0
+2928-HLDBA,Female,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.7,112.75,0
+0404-SWRVG,Male,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,229.55,1
+6497-TILVL,Female,0,Yes,Yes,7.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.7,350.35,0
+7219-TLZHO,Female,0,Yes,Yes,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.85,62.9,0
+4622-YNKIJ,Male,0,No,No,33.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,Two year,Yes,Electronic check,88.95,3027.65,0
+4412-YLTKF,Female,1,No,No,27.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.05,2135.5,1
+6734-PSBAW,Male,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),23.55,1723.95,0
+3930-ZGWVE,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,0
+2639-UGMAZ,Male,1,No,No,71.0,No,No phone service,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,56.45,3985.35,0
+2876-GZYZC,Female,0,No,No,13.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.95,1215.65,0
+6207-WIOLX,Female,0,Yes,Yes,25.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),58.6,1502.65,1
+8587-XYZSF,Male,0,No,No,67.0,Yes,No,DSL,No,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),50.55,3260.1,0
+3091-FYHKI,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.45,35.45,1
+2372-HWUHI,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.35,81.25,1
+7799-LGRDP,Female,0,No,No,43.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.7,1188.2,0
+7850-VWJUU,Female,0,No,No,23.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.0,1778.5,0
+3774-VBNXY,Female,0,Yes,Yes,64.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,1277.75,0
+6217-KDYWC,Male,0,No,Yes,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.6,1170.55,0
+0390-DCFDQ,Female,1,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.45,70.45,1
+3146-MSEGF,Female,1,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.05,6425.65,0
+4080-OGPJL,Female,0,No,No,8.0,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,71.15,563.65,1
+1095-WGNGG,Female,0,Yes,No,61.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),101.05,5971.25,0
+2636-SJDOU,Male,0,No,No,64.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),84.3,5289.05,0
+1131-QQZEB,Male,1,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.95,1756.2,0
+5716-EZXZN,Female,0,Yes,Yes,65.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),99.05,6416.7,0
+6837-BJYDQ,Male,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.6,61.35,0
+2135-RXIHG,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.65,45.65,1
+6440-DKQGE,Male,0,No,Yes,30.0,Yes,No,DSL,No,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),64.5,1929.95,0
+3466-BYAVD,Male,0,Yes,Yes,15.0,Yes,No,DSL,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Mailed check,69.5,1071.4,0
+3780-YVMFA,Female,0,Yes,Yes,8.0,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,68.55,564.35,0
+3874-EQOEP,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,95.0,655.5,1
+1679-JRFBR,Female,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),108.15,7930.55,0
+9073-ZZIAY,Male,0,Yes,Yes,62.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,86.1,5215.25,0
+3077-RSNTJ,Female,0,Yes,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,113.5,0
+6551-GNYDG,Female,0,Yes,Yes,14.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),80.9,1152.8,0
+9167-APMXZ,Female,0,No,No,22.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),84.15,1821.95,0
+2749-CTKAJ,Male,0,Yes,Yes,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.15,419.9,0
+6371-NZYEG,Male,0,Yes,Yes,16.0,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Two year,No,Mailed check,64.25,1024.0,0
+7554-NEWDD,Male,0,No,No,10.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.7,251.6,0
+8992-VONJD,Female,0,No,Yes,13.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,56.0,764.55,0
+0867-MKZVY,Female,0,Yes,No,20.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,82.4,1592.35,1
+4482-EWFMI,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,135.2,0
+4648-YPBTM,Male,0,No,No,53.0,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),73.9,3958.25,0
+2907-ILJBN,Female,0,Yes,Yes,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.6,233.9,0
+6345-FZOQH,Male,0,Yes,No,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,1363.45,0
+3376-BMGFE,Female,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.9,273.0,1
+5997-OPVFA,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.05,6254.45,0
+3445-HXXGF,Male,1,Yes,No,58.0,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,45.3,2651.2,1
+1159-WFSGR,Female,0,Yes,Yes,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.4,321.4,0
+7654-YWJUF,Male,0,Yes,No,43.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),84.25,3539.25,0
+1875-QIVME,Female,0,Yes,No,2.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,242.8,1
+6727-IOTLZ,Male,0,Yes,No,14.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,81.95,1181.75,0
+0691-JVSYA,Female,0,Yes,No,53.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94.85,5000.2,1
+5918-VUKWP,Female,0,No,No,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.55,654.55,0
+1744-JHKYS,Female,0,Yes,No,34.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,24.7,780.2,0
+2656-FMOKZ,Female,1,No,No,15.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.45,1145.7,1
+2070-FNEXE,Female,1,No,No,7.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),76.45,503.6,1
+5947-SGKCL,Female,0,Yes,Yes,15.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,1559.25,0
+3712-PKXZA,Male,0,Yes,No,61.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,1252.0,0
+6317-YPKDH,Female,0,No,No,1.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),29.95,29.95,1
+6582-OIVSP,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.3,45.3,0
+9367-WXLCH,Male,0,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),84.5,662.65,1
+5524-KHNJP,Male,0,Yes,Yes,33.0,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Credit card (automatic),74.75,2453.3,0
+1918-ZBFQJ,Female,0,No,No,13.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.25,1111.65,1
+1024-GUALD,Female,0,Yes,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.8,24.8,1
+4827-USJHP,Male,0,No,No,20.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,51.8,1023.85,0
+8167-GJLRN,Male,0,No,No,3.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,30.4,82.15,0
+0956-SYCWG,Female,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.65,244.8,0
+8017-UVSZU,Female,0,Yes,No,40.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),56.6,2379.1,0
+7100-FQPRV,Male,0,Yes,Yes,43.0,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),71.9,3173.35,0
+2472-OVKUP,Male,0,Yes,No,6.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,91.0,531.0,1
+2984-RGEYA,Female,0,Yes,Yes,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1375.4,0
+9680-NIAUV,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),109.7,8129.3,0
+2146-EGVDT,Male,0,Yes,Yes,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.3,1192.7,0
+2604-IJPDU,Female,0,Yes,No,20.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,96.55,1901.65,0
+9178-JHUVJ,Male,0,Yes,Yes,24.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.1,587.4,0
+6168-YBYNP,Male,0,No,No,59.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.35,6519.75,0
+7255-SSFBC,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),112.25,8041.65,0
+3645-DEYGF,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,20.75,0
+9323-HGFWY,Female,0,Yes,No,27.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),101.9,2681.15,0
+8544-GOQSH,Female,0,No,No,14.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),80.05,1112.3,0
+3363-DTIVD,Male,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Electronic check,105.55,7405.5,0
+7018-WBJNK,Male,0,No,Yes,13.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),78.3,1033.95,0
+9142-KZXOP,Male,0,No,No,44.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),68.85,2958.95,0
+7674-YTAFD,Female,0,No,No,33.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),79.95,2684.85,0
+6348-SNFUS,Male,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),55.45,4179.2,0
+1285-OKIPP,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,79.9,79.9,1
+7825-ECJRF,Female,0,No,No,19.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.6,1934.45,1
+1347-KTTTA,Male,0,Yes,No,64.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),102.45,6654.1,0
+7841-TZDMQ,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),46.0,84.5,1
+4195-NZGTA,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.25,25.25,0
+7157-SMCFK,Male,0,No,Yes,61.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,1124.2,0
+4709-LKHYG,Female,0,Yes,Yes,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.0,540.05,0
+2504-DSHIH,Male,1,Yes,No,23.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,86.8,1975.85,0
+0699-NDKJM,Female,0,Yes,No,57.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),58.75,3437.45,0
+9286-BHDQG,Male,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),45.25,3139.8,0
+0230-WEQUW,Male,0,Yes,No,66.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),56.6,3789.2,0
+2040-LDIWQ,Male,0,Yes,Yes,65.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.2,5324.5,0
+6496-JDSSB,Female,0,No,No,8.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.0,624.6,0
+9408-SSNVZ,Female,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,268.35,1
+4443-EMBNA,Female,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1836.9,0
+6469-MRVET,Male,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.2,20.2,0
+0742-MOABM,Male,0,Yes,No,4.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,50.05,179.35,1
+5961-VUSRV,Female,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.35,219.35,0
+6778-JFCMK,Male,0,No,No,24.0,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,One year,Yes,Mailed check,50.6,1288.75,0
+6341-JVQGF,Female,0,Yes,Yes,31.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,81.15,2545.75,0
+2232-DMLXU,Female,0,Yes,No,1.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.2,55.2,1
+4811-JBUVU,Male,0,No,No,30.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),89.9,2723.15,0
+0945-TSONX,Female,0,Yes,Yes,47.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.3,4107.25,0
+2651-ZCBXV,Male,0,No,No,54.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.0,5760.65,0
+3316-UWXUY,Male,0,No,No,50.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),93.5,4747.5,0
+8937-RDTHP,Male,0,No,No,1.0,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,84.6,84.6,1
+7083-MIOPC,Female,0,No,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,1566.9,0
+1984-GPTEH,Female,0,No,No,29.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,25.15,702.0,0
+1251-KRREG,Male,0,No,No,2.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,54.4,114.1,1
+0621-JFHOL,Female,0,No,No,10.0,No,No phone service,DSL,No,No,No,Yes,No,No,Two year,Yes,Mailed check,29.6,299.05,0
+9903-LYSAB,Male,0,Yes,No,18.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.15,1305.95,0
+0094-OIFMO,Female,1,No,No,11.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.0,1120.3,1
+9227-UAQFT,Male,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,284.35,0
+7301-ABVAD,Female,0,No,No,72.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.6,6350.5,0
+6614-FHDBO,Male,0,No,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),109.2,7878.3,0
+7576-ASEJU,Female,0,Yes,Yes,41.0,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),74.7,3187.65,0
+9058-HRZSV,Female,1,Yes,No,65.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,No,Electronic check,94.4,6126.15,0
+4522-AKYLR,Female,1,No,No,13.0,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,54.8,731.3,0
+0221-WMXNQ,Male,1,No,No,4.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75.35,273.4,0
+0303-UNCIP,Male,0,No,No,41.0,Yes,Yes,DSL,No,No,Yes,No,No,Yes,One year,No,Mailed check,65.0,2531.8,0
+9947-OTFQU,Male,1,No,No,15.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,1074.3,1
+0322-YINQP,Male,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.55,48.55,1
+0959-WHOKV,Male,0,No,No,42.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,99.0,4298.45,0
+4075-JFPGR,Female,0,Yes,No,51.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,93.5,4619.55,0
+4629-NRXKX,Female,0,Yes,Yes,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.4,147.15,1
+9514-JDSKI,Male,1,Yes,No,1.0,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,40.2,40.2,1
+3282-ZISZV,Male,0,No,Yes,32.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),83.7,2633.3,0
+3675-YDUPJ,Male,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.85,193.05,0
+4111-BNXIF,Female,0,Yes,Yes,67.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,59.55,4103.9,0
+7017-VFHAY,Female,0,Yes,Yes,61.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.1,7008.15,0
+6655-LHBYW,Male,0,No,No,50.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),114.35,5791.1,0
+4959-JOSRX,Female,0,Yes,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.6,80.55,1
+5046-NUHWD,Female,1,Yes,No,29.0,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,45.0,1228.65,0
+7273-TEFQD,Male,1,No,No,3.0,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,41.15,132.2,1
+3606-TWKGI,Male,1,No,No,13.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.9,1364.3,1
+7529-ZDFXI,Male,1,Yes,No,57.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.85,4925.35,0
+7605-BDWDC,Female,0,No,No,31.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),49.85,1520.1,0
+1950-KSVVJ,Female,0,Yes,No,45.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Mailed check,113.3,5032.25,0
+0123-CRBRT,Female,0,Yes,Yes,61.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,88.1,5526.75,0
+6292-TOSSS,Male,0,No,No,50.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.9,1195.25,0
+3197-ARFOY,Female,1,No,No,19.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,105.0,2007.25,0
+6323-AYBRX,Male,0,No,No,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,1099.6,1
+7014-ZZXAW,Female,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.25,1732.95,0
+4385-GZQXV,Female,1,No,No,16.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,1511.2,1
+7633-MVPUY,Male,0,Yes,No,57.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Electronic check,59.75,3450.15,0
+6366-ZGQGL,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),24.8,24.8,1
+4716-HHKQH,Male,1,Yes,No,20.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,107.05,2172.05,0
+5940-AHUHD,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.6,70.6,1
+6432-TWQLB,Male,0,Yes,No,5.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,85.4,401.1,1
+4484-GLZOU,Female,0,Yes,No,52.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.05,5624.85,1
+3179-GBRWV,Male,1,Yes,No,21.0,Yes,No,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),64.95,1339.8,0
+8645-KWHJO,Male,0,No,No,14.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,55.0,771.95,0
+4130-MZLCC,Female,0,No,No,5.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),50.55,244.75,0
+0314-TKOSI,Female,0,No,No,6.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,55.15,322.9,0
+8229-MYEJZ,Female,0,No,No,10.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,51.2,498.25,0
+2080-SRCDE,Female,0,No,Yes,1.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.4,25.4,0
+9577-WJVCQ,Female,0,No,No,68.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,54.45,3687.75,0
+9512-UIBFX,Male,0,Yes,Yes,18.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,95.15,1779.95,1
+6202-DYYFX,Female,0,No,No,22.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,One year,Yes,Credit card (automatic),76.0,1783.6,0
+3808-HFKDE,Female,0,No,No,20.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.35,927.15,0
+5583-SXDAG,Male,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.0,70.0,1
+3488-PGMQJ,Male,1,No,No,8.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,606.55,1
+3580-REOAC,Male,0,No,No,10.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.85,435.4,1
+7534-BFESC,Male,1,No,No,24.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.1,1712.7,1
+3727-OWVYD,Male,0,No,No,35.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Mailed check,61.2,2021.2,0
+2294-SALNE,Male,0,Yes,Yes,23.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,No,Mailed check,86.8,1940.8,0
+4847-TAJYI,Female,1,No,No,6.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.35,567.8,0
+1563-IWQEX,Female,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,220.35,0
+8203-XJZRC,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,20.25,0
+6556-DBKZF,Female,0,Yes,Yes,71.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Two year,No,Electronic check,76.05,5436.45,0
+6851-WEFYX,Male,1,Yes,No,35.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,3437.5,0
+2985-JUUBZ,Male,0,Yes,Yes,40.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,74.55,3015.75,0
+6390-DSAZX,Female,0,No,Yes,1.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,73.6,73.6,1
+0895-LMRSF,Male,0,No,No,23.0,Yes,No,DSL,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),64.9,1509.8,0
+8098-LLAZX,Female,1,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,396.1,1
+8266-VBFQL,Male,0,No,No,4.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.4,356.65,0
+8181-YHCMF,Female,0,Yes,Yes,68.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),60.3,4109.0,0
+2240-HSJQD,Male,0,No,Yes,38.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,81.85,3141.7,0
+1248-DYXUB,Male,0,Yes,Yes,52.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.8,1229.1,0
+0265-EDXBD,Male,1,Yes,No,32.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,2303.35,1
+4115-BNPJY,Male,0,Yes,Yes,29.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,75.55,2054.4,0
+3167-SNQPL,Male,1,Yes,Yes,38.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,101.15,3741.85,0
+4091-TVOCN,Male,0,No,Yes,48.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),78.75,3682.45,0
+1098-TDVUQ,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.25,19.25,0
+7277-OZCGZ,Female,0,No,No,22.0,Yes,No,Fiber optic,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.05,1886.25,0
+1557-EMYVT,Female,0,No,No,43.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.05,4895.1,0
+2799-ARNLO,Female,1,Yes,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,341.6,0
+7563-BIUPC,Male,0,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.6,415.55,1
+5027-YOCXN,Male,0,Yes,Yes,51.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,No,Credit card (automatic),110.05,5686.4,0
+3973-SKMLN,Male,0,No,No,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.9,1355.1,0
+2321-OMBXY,Female,0,Yes,Yes,38.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,One year,No,Credit card (automatic),80.3,3058.65,1
+2840-XANRC,Male,1,Yes,No,24.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.15,2231.05,1
+6745-JEFZB,Male,0,Yes,No,35.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),91.5,3236.35,0
+5020-ZSTTY,Female,1,No,No,54.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),82.45,4350.1,1
+9880-TDQAC,Female,0,Yes,Yes,72.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,60.0,4264.0,0
+8705-WZCYL,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.8,44.8,0
+7102-JJVTX,Female,0,Yes,Yes,9.0,Yes,No,DSL,Yes,No,No,No,No,No,One year,No,Mailed check,48.6,422.3,0
+8626-PTQGE,Male,0,No,No,69.0,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.05,4176.7,0
+4983-CLMLV,Female,0,Yes,No,52.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.7,5138.1,0
+5701-YVSVF,Female,1,Yes,No,11.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,82.9,880.05,0
+5804-LEPIM,Female,1,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.35,139.05,1
+5697-GOMBF,Female,1,Yes,Yes,28.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,35.9,973.65,0
+2739-CACDQ,Female,1,No,No,17.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),82.65,1470.05,0
+9385-EHGDO,Female,0,Yes,Yes,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,739.35,0
+9498-FIMXL,Female,0,No,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.2,161.95,0
+2379-GYFLQ,Male,0,No,No,46.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),94.9,4422.95,0
+0122-OAHPZ,Female,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.85,511.25,1
+2868-SNELZ,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,80.6,155.8,1
+4322-RCYMT,Male,0,Yes,Yes,68.0,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),75.8,5293.95,1
+6680-NENYN,Female,0,No,No,43.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,104.6,4759.85,1
+2088-IEBAU,Female,0,No,No,68.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,88.15,6148.45,0
+7982-VCELR,Female,0,No,No,36.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.8,3565.65,0
+1343-EHPYB,Male,0,Yes,No,63.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.4,6603.0,1
+6035-BXTTY,Female,1,No,No,32.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),54.65,1830.1,0
+6885-PKOAM,Female,0,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),85.75,6223.8,0
+7520-HQWJU,Female,0,Yes,Yes,66.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),67.45,4508.65,0
+9639-BUJXT,Male,0,No,No,63.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.5,1328.15,0
+5924-SNGKP,Female,0,No,Yes,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.25,865.0,0
+0021-IKXGC,Female,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,72.1,72.1,0
+2034-GDRCN,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.4,168.2,1
+8966-SNIZF,Female,0,Yes,No,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.45,1303.5,0
+6243-OZGFH,Female,0,No,No,23.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.95,996.85,0
+4654-DLAMQ,Female,1,Yes,No,64.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,No,Bank transfer (automatic),97.0,6430.9,0
+0513-RBGPE,Male,0,Yes,Yes,37.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),62.8,2278.75,0
+5160-UXJED,Male,0,No,Yes,17.0,Yes,No,DSL,No,No,No,No,No,No,One year,No,Mailed check,44.6,681.4,0
+4115-NZRKS,Female,1,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.15,574.35,0
+0219-YTZUE,Male,0,Yes,Yes,4.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),84.8,371.9,1
+0623-IIHUG,Female,1,No,No,21.0,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,41.9,840.1,1
+4572-DVCGN,Female,0,No,No,10.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),80.25,846.0,1
+3351-NGXYI,Female,1,No,No,16.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,54.1,889.0,0
+8984-EYLLL,Male,0,Yes,No,64.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,105.25,6823.4,0
+9057-MSWCO,Male,1,Yes,No,27.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),30.75,805.1,1
+9833-TGFHX,Male,0,Yes,Yes,42.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,No,Electronic check,97.1,4016.75,0
+9294-TDIPC,Male,0,No,Yes,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,83.75,0
+5229-DTFYB,Female,0,No,No,41.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),98.8,3959.15,0
+0104-PPXDV,Male,0,Yes,No,58.0,Yes,No,DSL,No,No,Yes,No,No,No,One year,No,Credit card (automatic),50.3,2878.55,0
+5176-LMJXE,Female,0,No,No,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.55,945.7,0
+3583-KRKMD,Male,0,No,No,18.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),75.9,1373.05,0
+1010-DIAUQ,Male,0,No,No,5.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),96.5,492.55,1
+9069-LGEUL,Male,0,Yes,No,23.0,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),59.95,1406.0,0
+7302-ZHMHP,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.15,19.15,0
+9571-EDEBV,Male,0,Yes,No,71.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),98.65,6962.85,0
+3520-FJGCV,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),112.6,8126.65,0
+6563-VRERX,Male,0,Yes,Yes,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.6,690.25,0
+0259-GBZSH,Male,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.65,181.5,1
+6122-EFVKN,Male,0,No,Yes,24.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Mailed check,35.75,830.8,0
+2805-EDJPQ,Female,0,Yes,Yes,56.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),99.75,5608.4,0
+6862-CQUMB,Male,0,No,No,37.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),96.1,3646.8,0
+7156-MXBJE,Female,0,No,No,43.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),85.1,3662.25,0
+6158-HDPXZ,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.35,25.35,0
+9601-BRXPO,Female,0,Yes,No,25.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.95,2566.5,1
+2863-IMQDR,Female,0,No,No,61.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,89.65,5308.7,0
+5686-CMAWK,Male,0,No,No,17.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,One year,No,Electronic check,86.75,1410.25,0
+5651-CRHKQ,Female,0,Yes,No,41.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),86.2,3339.05,0
+6905-NIQIN,Male,0,No,No,1.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,50.65,50.65,1
+8204-YJCLA,Male,1,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),64.8,4732.35,0
+5167-ZFFMM,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.85,90.85,1
+6583-SZVGP,Male,0,No,No,48.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.1,5067.45,0
+4895-TMWIR,Male,1,Yes,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,214.75,1
+0533-BNWKF,Female,1,Yes,No,55.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,85.45,4874.7,1
+1708-PBBOA,Female,0,No,No,42.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Electronic check,54.75,2348.45,0
+8782-LKFPK,Male,0,No,No,44.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,90.4,4063.0,0
+5522-JBWMO,Male,0,No,Yes,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.0,44.0,0
+3597-MVHJT,Female,0,No,No,27.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.6,2595.25,0
+9774-NRNAU,Male,1,Yes,No,27.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),84.8,2309.55,0
+0224-RLWWD,Female,1,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.3,89.3,0
+9967-ATRFS,Female,0,No,No,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,367.55,0
+3951-NJCVI,Female,1,Yes,No,42.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.05,3944.5,0
+2977-CEBSX,Female,0,No,No,66.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.05,5965.95,0
+0177-PXBAT,Male,1,Yes,No,33.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.9,3694.7,0
+6599-CEBNN,Female,0,No,No,34.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.95,2524.45,1
+2519-ERQOJ,Male,1,No,No,33.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,54.6,1803.7,0
+5876-QMYLD,Female,0,Yes,Yes,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,415.1,0
+2277-AXSDC,Female,0,No,No,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.75,624.15,0
+9442-JTWDL,Female,0,No,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,237.7,0
+0979-PHULV,Male,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.45,7007.6,1
+3067-SVMTC,Female,0,Yes,No,68.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),55.9,3848.8,0
+5495-GPSRW,Male,0,No,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.7,419.4,0
+7606-BPHHN,Male,0,No,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1468.75,0
+4742-DRORA,Male,0,Yes,Yes,60.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),95.4,5812.0,0
+0111-KLBQG,Male,1,Yes,Yes,32.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,93.95,2861.45,0
+4800-VHZKI,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,19.9,1
+7989-CHGTL,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,19.6,1
+0334-GDDSO,Male,1,No,No,3.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.35,233.7,1
+4163-NCJAK,Female,0,Yes,No,46.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.45,1066.15,0
+5233-AOZUF,Female,0,Yes,No,29.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,2149.05,0
+5973-EJGDP,Male,0,No,No,51.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,87.35,4473.0,0
+1996-DBMUS,Female,1,Yes,No,48.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.65,3545.05,0
+7916-VCCPB,Female,0,Yes,Yes,16.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),73.25,1195.75,0
+4686-GEFRM,Male,0,Yes,No,70.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),98.7,6858.9,0
+5249-QYHEX,Female,0,Yes,Yes,40.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1024.7,0
+0578-SKVMF,Female,0,Yes,Yes,22.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,83.3,1845.9,1
+5564-NEMQO,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.3,75.3,1
+2233-FAGXV,Female,0,Yes,Yes,5.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.3,132.25,0
+5605-IYGFG,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.85,515.45,0
+7663-ZTEGJ,Male,0,No,Yes,29.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),100.55,2830.45,0
+3935-TBRZZ,Male,0,Yes,Yes,44.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.7,1110.5,0
+8111-BKVDS,Female,0,No,No,10.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),40.7,449.3,0
+2055-SIFSS,Female,1,Yes,No,55.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),51.65,2838.55,0
+2806-MLNTI,Male,1,Yes,No,52.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.1,5376.4,0
+8734-DKSTZ,Female,0,Yes,Yes,10.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.95,858.6,0
+4360-PNRQB,Male,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.6,1395.05,0
+6152-ONASV,Female,0,Yes,No,68.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),58.25,3975.7,0
+9063-ZGTUY,Female,0,Yes,Yes,61.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,1182.55,1
+7781-HVGMK,Female,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),65.2,4784.45,0
+2181-UAESM,Male,0,No,No,2.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Electronic check,53.45,119.5,0
+2957-LOLHO,Male,0,No,No,12.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.4,518.9,1
+6048-NJXHX,Male,0,Yes,No,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,19.75,899.45,0
+2320-SLKMB,Female,0,No,No,26.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),44.45,1183.8,0
+4980-URKXC,Male,0,Yes,No,36.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.85,720.05,0
+4376-KFVRS,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.05,8468.2,0
+5886-VLQVU,Male,0,Yes,No,35.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.85,3161.2,0
+3577-AMVUX,Male,0,No,No,1.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,55.05,55.05,0
+0771-WLCLA,Female,0,Yes,Yes,16.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,112.95,1882.55,0
+5628-RKIFK,Female,1,No,No,49.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),101.55,5070.4,0
+0206-TBWLC,Female,0,Yes,No,54.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,114.65,6049.5,0
+2937-FTHUR,Female,0,No,Yes,18.0,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Electronic check,64.8,1166.7,0
+1910-FMXJM,Female,0,Yes,No,36.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.4,2937.65,0
+7752-XUSCI,Female,0,No,No,60.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.9,6396.45,1
+4110-PFEUZ,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.55,69.55,1
+0732-OCQOC,Female,0,Yes,Yes,52.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.05,1270.25,0
+5168-MSWXT,Male,0,Yes,Yes,8.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,759.55,0
+1090-ESELR,Male,0,Yes,Yes,72.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),105.5,7611.55,0
+8592-PLTMQ,Female,0,No,No,64.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.7,1642.75,0
+5760-WRAHC,Female,1,No,No,22.0,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Mailed check,69.75,1545.4,0
+8847-GEOOQ,Male,0,Yes,No,60.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),60.2,3582.4,0
+0256-LTHVJ,Female,0,Yes,Yes,28.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.05,2227.1,1
+4785-FCIFB,Female,0,Yes,No,61.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.4,1417.9,0
+8313-NDOIA,Female,0,No,No,24.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.15,2494.65,0
+5149-CUZUJ,Male,0,Yes,Yes,28.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),92.9,2768.35,0
+0942-KOWSM,Female,0,Yes,Yes,30.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),80.8,2369.3,0
+4237-CLSMM,Male,0,Yes,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,38.0,0
+1452-VOQCH,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.1,75.1,0
+4719-UMSIY,Male,0,No,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,100.9,0
+6614-VBEGU,Female,0,Yes,No,24.0,Yes,No,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),69.45,1614.05,0
+0880-TKATG,Male,0,Yes,Yes,4.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.15,385.9,1
+3811-VBYBZ,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,673.25,1
+1480-BKXGA,Male,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.05,8404.9,0
+2996-XAUVF,Male,0,No,No,70.0,No,No phone service,DSL,No,No,No,Yes,No,Yes,Two year,Yes,Mailed check,40.05,2799.75,0
+9076-AXYIK,Male,1,Yes,No,64.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,102.1,6538.45,0
+5968-XQIVE,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Electronic check,89.7,6588.95,0
+8896-RAZCR,Female,0,No,Yes,44.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,868.1,0
+4640-UHDOS,Female,0,Yes,Yes,13.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,55.95,734.35,1
+4933-IKULF,Female,1,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,330.6,0
+3583-EKAPL,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.0,55.0,1
+1304-BCCFO,Male,0,Yes,No,9.0,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,70.05,564.4,0
+4104-PVRPS,Male,0,Yes,No,24.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,53.6,1315.35,0
+9399-APLBT,Female,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,1
+2359-KMGLI,Male,0,No,No,24.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.25,1861.5,1
+3780-DDGSE,Male,1,Yes,Yes,35.0,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,76.05,2747.2,0
+4431-EDMIQ,Female,0,Yes,Yes,7.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,75.7,554.05,0
+0306-JAELE,Male,0,No,No,5.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,96.1,453.4,1
+6227-HWPWX,Female,0,No,Yes,15.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.0,994.8,1
+0486-LGCCH,Male,0,Yes,Yes,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,225.75,0
+0447-BEMNG,Female,0,Yes,No,48.0,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),45.3,2145.0,1
+4612-SSVHJ,Female,1,No,No,20.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.45,1671.6,0
+5168-MQQCA,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),108.5,8003.8,0
+5949-XIKAE,Female,0,Yes,Yes,8.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.55,680.05,1
+7971-HLVXI,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Two year,Yes,Credit card (automatic),84.5,6130.85,0
+9094-AZPHK,Female,0,No,No,15.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.15,1415.0,0
+3649-JPUGY,Male,0,No,No,72.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),88.6,6201.95,0
+8372-JUXUI,Male,0,No,Yes,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,74.35,1
+3552-CTCYF,Male,0,Yes,Yes,63.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.8,6597.25,0
+6778-YSNIH,Female,0,No,No,2.0,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,59.0,114.15,0
+0388-EOPEX,Female,0,Yes,No,2.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,139.4,1
+5756-OZRIO,Male,1,Yes,No,61.0,Yes,Yes,DSL,No,Yes,No,No,No,Yes,One year,No,Bank transfer (automatic),64.05,3902.6,0
+6579-JPICP,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,0
+8205-OTCHB,Male,0,No,No,22.0,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),43.75,903.6,1
+4134-BSXLX,Male,0,Yes,No,28.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,60.9,1785.65,0
+0505-SPOOW,Female,0,Yes,No,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,1397.65,0
+6235-VDHOM,Female,1,No,No,5.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,28.45,131.05,1
+7783-YKGDV,Female,0,No,No,12.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),99.7,1238.45,1
+4374-YMUSQ,Male,0,No,No,34.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),116.25,3899.05,0
+4513-CXYIX,Female,1,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,Yes,Credit card (automatic),80.7,5676.0,0
+3957-HHLMR,Female,0,Yes,Yes,70.0,Yes,Yes,DSL,Yes,No,No,No,No,Yes,One year,No,Bank transfer (automatic),65.2,4543.15,0
+7803-XOCCZ,Female,0,Yes,Yes,52.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),84.05,4326.8,0
+5736-YEJAX,Male,0,No,Yes,69.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),79.45,5502.55,0
+5609-CEBID,Female,1,No,No,20.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.1,1782.4,1
+8981-FJGLA,Male,0,No,Yes,11.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,78.0,851.8,0
+7218-HKQFK,Male,0,Yes,No,2.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,167.5,1
+4636-QRJKY,Female,0,Yes,Yes,6.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.5,502.85,1
+1135-LMECX,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,19.85,0
+4332-MUOEZ,Male,1,Yes,Yes,20.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),94.3,1818.3,0
+8535-SFUTN,Male,0,No,No,61.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.45,6300.15,0
+5956-VKDTT,Female,1,Yes,No,5.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,334.8,1
+8677-HDZEE,Female,0,No,No,56.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.45,5916.95,0
+2475-MROZF,Male,0,No,No,30.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),95.0,2852.4,0
+9412-GHEEC,Male,0,No,No,40.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),104.8,4131.95,1
+3482-ABPKK,Female,0,No,No,28.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,54.3,1546.3,0
+6705-LXORM,Female,1,Yes,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.05,302.6,0
+0257-ZESQC,Female,1,Yes,No,27.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.2,1929.35,1
+7531-GQHME,Male,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.05,265.45,0
+5174-ITUMV,Male,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,105.4,6989.45,0
+4109-CYRBD,Male,1,Yes,No,29.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,51.6,1442.0,0
+0913-XWSCN,Male,0,Yes,Yes,55.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),85.5,4713.4,0
+6825-UYPFK,Female,0,No,No,23.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.6,1758.6,1
+8397-MVTAZ,Male,0,Yes,No,34.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,3480.0,1
+0750-EBAIU,Male,0,No,No,52.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,One year,No,Electronic check,91.25,4738.3,0
+8606-CIQUL,Male,1,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.75,8399.15,0
+3571-DPYUH,Male,0,Yes,Yes,58.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Credit card (automatic),94.7,5430.35,0
+7601-GNDYK,Male,0,Yes,Yes,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,686.95,0
+0356-OBMAC,Female,1,No,No,56.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),99.9,5706.3,0
+8067-NIOYM,Female,0,Yes,Yes,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),21.1,490.65,0
+1403-GYAFU,Male,0,Yes,Yes,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1360.25,0
+4234-XTNEA,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.95,174.45,0
+1297-VQDRP,Male,1,Yes,Yes,68.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),107.15,7379.8,0
+9282-IZGQK,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.0,85.0,1
+5348-CAGXB,Male,0,No,No,12.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.55,1021.75,0
+0621-HJWXJ,Female,0,Yes,No,63.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),81.55,5029.05,0
+5844-QVTAT,Female,0,Yes,Yes,33.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Mailed check,58.45,1955.4,0
+8905-IAZPF,Female,0,Yes,No,69.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),95.65,6744.2,0
+5394-MEITZ,Female,0,Yes,Yes,60.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.6,4946.7,0
+6859-QNXIQ,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),113.1,8248.5,0
+2782-LFZVW,Female,0,No,No,11.0,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,58.95,601.6,0
+2866-IKBTM,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,0
+1342-JPNKI,Male,0,No,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),86.05,834.1,1
+2817-NTQDO,Male,0,No,No,13.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),45.55,597.0,1
+7129-AZJDE,Male,0,Yes,Yes,34.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,One year,Yes,Bank transfer (automatic),78.95,2647.2,0
+6986-IJDHX,Male,0,Yes,Yes,39.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,86.3,3266.0,1
+2560-PPCHE,Female,0,No,No,65.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.05,6744.25,0
+4676-MQUEA,Male,1,Yes,No,50.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),101.9,5265.5,0
+8138-EALND,Male,0,No,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,311.6,0
+3580-HYCSP,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.3,7966.9,0
+1352-HNSAW,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.6,8220.4,0
+2075-PUEPR,Male,0,Yes,Yes,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1153.25,0
+1982-FEBTD,Female,0,Yes,Yes,23.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.6,514.75,0
+5301-GAUUY,Male,0,No,No,32.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.35,2596.15,1
+5791-KAJFD,Female,0,Yes,Yes,56.0,Yes,Yes,DSL,Yes,No,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),68.75,3808.0,0
+2654-VBVPB,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.9,19.9,0
+1154-HYWWO,Male,0,No,No,38.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Mailed check,70.6,2708.2,0
+2501-XWWTZ,Male,0,No,No,11.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.2,760.05,0
+3716-UVSPD,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.3,49.3,0
+6815-ABQFQ,Male,0,Yes,No,56.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,107.25,6033.3,0
+7343-EOBEU,Male,0,Yes,No,3.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,23.6,89.05,0
+3701-SFMUH,Male,0,Yes,Yes,7.0,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),69.7,516.15,0
+6103-LIANB,Male,0,Yes,Yes,59.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),99.5,5861.75,0
+7319-VENRZ,Male,0,No,No,7.0,Yes,No,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),64.3,445.95,0
+5846-NEQVZ,Male,0,Yes,Yes,71.0,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),70.85,4973.4,0
+6967-QIQRV,Male,0,Yes,Yes,15.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,No,Electronic check,101.9,1667.25,0
+5781-RFZRP,Male,0,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),73.5,5357.75,0
+0939-YAPAF,Female,0,No,No,35.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.25,3527.6,1
+0308-IVGOK,Female,0,No,No,11.0,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),40.4,422.6,0
+7293-LSCDV,Female,0,Yes,Yes,60.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.25,1103.25,0
+7025-WCBNE,Male,1,No,No,47.0,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),59.6,2754.0,0
+5756-JYOJT,Female,0,No,No,11.0,Yes,No,DSL,No,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),64.9,697.25,0
+4710-FDUIZ,Male,0,Yes,No,56.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Credit card (automatic),100.3,5614.45,1
+6030-REHUX,Female,1,Yes,No,28.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.85,3204.4,0
+9548-LIGTA,Male,0,Yes,No,61.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,81.05,4747.65,0
+5150-LJNSR,Male,0,Yes,Yes,31.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,One year,No,Bank transfer (automatic),98.05,3082.1,0
+8270-RKSAP,Male,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.5,597.9,0
+6522-YRBXD,Male,1,Yes,No,35.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,94.55,3365.4,0
+2640-LYMOV,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,38.8,0
+1218-VKFPE,Female,0,Yes,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.0,233.55,1
+3627-FHKBK,Female,0,No,No,1.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,75.3,75.3,1
+2865-TCHJW,Female,1,No,No,4.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,346.2,1
+1423-BMPBQ,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.0,19.0,0
+2393-DIVAI,Female,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.0,61.7,0
+5192-EBGOV,Female,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.7,85.7,1
+4568-KNYWR,Male,0,No,No,52.0,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Two year,Yes,Credit card (automatic),63.25,3342.45,0
+8752-IMQOS,Male,0,Yes,Yes,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,85.1,0
+0742-LAFQK,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Electronic check,99.15,7422.1,0
+0795-LAFGP,Male,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,90.4,6668.05,0
+0619-OLYUR,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),111.9,8071.05,0
+5512-IDZEI,Male,0,Yes,Yes,46.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.9,1174.8,0
+0459-SPZHJ,Male,0,Yes,Yes,63.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),83.5,5435.0,0
+0215-BQKGS,Male,0,No,No,30.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.3,2438.6,0
+9244-ZVAPM,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.6,45.6,0
+0719-SYFRB,Female,0,No,No,12.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,61.65,713.75,1
+8208-EUMTE,Male,0,No,No,16.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,54.85,916.15,0
+5172-MIGPM,Male,0,No,No,4.0,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,65.55,237.2,0
+1710-RCXUS,Male,0,Yes,No,51.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),90.35,4614.55,0
+0374-FIUCA,Male,0,Yes,No,65.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.4,1414.45,0
+5839-SUYVZ,Male,0,No,No,16.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),74.55,1170.5,0
+5173-ZXXXL,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,47.7,0
+1096-ADRUX,Female,0,Yes,Yes,66.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),74.25,4859.25,0
+2001-MCUUW,Male,0,No,No,46.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,108.65,4903.2,0
+2731-GJRDG,Female,0,No,No,32.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.55,3608.0,0
+4723-BEGSG,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.65,6094.25,0
+6516-NKQBO,Male,0,Yes,Yes,38.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),81.0,3084.9,0
+8672-OAUPW,Male,0,No,Yes,51.0,Yes,No,DSL,No,No,No,Yes,No,No,One year,No,Credit card (automatic),47.85,2356.75,0
+8207-DMRVL,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.55,8306.05,0
+3419-SNJJD,Female,1,Yes,No,65.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),105.25,6786.4,1
+6543-CPZMK,Male,0,Yes,Yes,9.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,29.95,248.95,1
+4765-OXPPD,Female,0,Yes,Yes,9.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,No,Mailed check,65.0,663.05,1
+2804-ETQDK,Male,0,No,Yes,66.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.55,1357.1,0
+6689-VRRTK,Female,1,No,No,44.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),109.8,4860.35,0
+7138-GIRSH,Male,0,No,No,50.0,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),69.5,3418.2,0
+9396-ZSFLL,Female,0,No,No,15.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,48.85,631.4,0
+6464-KEXXH,Male,0,No,No,8.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.25,186.3,0
+7134-MJPDY,Female,1,No,No,66.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),102.85,6976.75,0
+5240-CAOYT,Female,0,No,No,57.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),87.55,4884.85,0
+4059-IIEBK,Female,0,No,No,7.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),78.55,522.95,0
+4881-JVQOD,Male,1,Yes,Yes,10.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),34.55,362.6,0
+0516-UXRMT,Female,0,No,No,62.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Electronic check,92.05,5755.8,0
+4851-BQDNX,Male,0,Yes,Yes,40.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,85.05,3355.65,0
+5148-HKFIR,Female,0,No,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,406.95,0
+1009-IRMNA,Female,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.0,137.6,1
+3003-CMDUU,Female,0,Yes,No,25.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,95.15,2395.7,0
+5016-IBERQ,Male,0,Yes,No,23.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,84.25,1968.1,0
+6797-UCJHZ,Female,1,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),104.6,6819.45,0
+2469-DTSGX,Female,1,No,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,111.65,7943.45,0
+4554-YGZIH,Male,1,Yes,No,49.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Credit card (automatic),90.05,4547.25,1
+5099-BAILX,Male,1,Yes,Yes,43.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),110.75,4687.9,1
+9931-KGHOA,Female,0,Yes,No,46.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),55.0,2473.95,0
+1775-KWJKQ,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.85,6562.9,0
+7665-VIGUD,Male,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,176.3,0
+9411-TPQQV,Female,0,No,No,40.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),54.55,2236.2,0
+7207-RMRDB,Female,0,Yes,Yes,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,6985.65,1
+7954-MLBUN,Male,0,No,No,31.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),99.45,3109.9,0
+2077-DDHJK,Female,0,Yes,No,68.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),70.9,4911.35,0
+4913-EHYUI,Male,1,Yes,Yes,56.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.55,5794.65,1
+0195-IESCP,Male,0,Yes,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.25,855.3,1
+9574-BOSMD,Male,0,Yes,Yes,68.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.4,1620.2,0
+4580-TMHJU,Female,0,Yes,Yes,43.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,56.15,2499.3,1
+0970-ETWGE,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.55,89.55,1
+4908-XAXAY,Female,1,No,No,49.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),89.85,4287.2,0
+8404-VLQFB,Female,0,Yes,Yes,15.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.25,394.85,0
+1626-ERCMM,Male,1,Yes,No,20.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.55,1899.65,1
+0887-HJGAR,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.7,45.7,1
+2391-IPLOP,Male,0,Yes,Yes,50.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,One year,Yes,Electronic check,69.65,3442.15,0
+5644-PDMZC,Female,1,No,No,2.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,89.5,161.5,1
+3509-GWQGF,Male,1,No,No,24.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.0,1732.6,0
+9576-ANLXO,Female,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.55,222.3,1
+2024-BASKD,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,74.6,74.6,1
+5845-BZZIB,Male,0,Yes,Yes,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,655.3,0
+1140-UKVZG,Female,0,No,No,17.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.8,475.25,0
+4160-AMJTL,Female,1,No,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.65,164.3,1
+5183-SNMJQ,Male,0,No,No,10.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.1,865.1,0
+8100-PNJMH,Male,0,Yes,Yes,68.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.85,6132.7,0
+7838-LAZFO,Male,0,Yes,No,45.0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),78.8,3597.5,0
+4464-JCOLN,Male,0,Yes,Yes,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.85,35.9,1
+2085-JVGAD,Male,0,Yes,No,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.35,697.65,0
+5650-VDUDS,Female,0,No,No,4.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.25,96.05,1
+8095-WANWK,Female,0,No,No,10.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.25,428.7,0
+3030-ZKIWL,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,0
+9565-FLVCG,Male,0,Yes,Yes,65.0,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Two year,Yes,Mailed check,69.55,4459.15,0
+8755-OGKNA,Female,0,Yes,Yes,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.5,1167.6,0
+2800-VEQXM,Female,0,No,No,3.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,74.75,238.1,0
+7538-GWHML,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.65,145.15,1
+5533-RJFTJ,Male,0,No,No,49.0,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),30.2,1453.1,0
+3859-CVCET,Female,0,No,No,4.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.65,191.05,1
+0214-JHPFW,Female,0,Yes,No,70.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),57.8,4039.3,0
+5642-MHDQT,Female,0,Yes,Yes,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,1039.45,0
+3088-FVYWK,Male,0,Yes,Yes,53.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.55,1336.1,0
+3276-HDUEG,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.05,75.05,1
+9092-GDZKO,Male,0,No,No,22.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),24.85,493.4,0
+0823-HSCDJ,Male,1,No,No,52.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.15,2550.9,1
+3729-OWRVL,Male,1,No,No,65.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.35,7246.15,0
+2324-AALNO,Female,0,No,No,48.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.55,1203.95,0
+0822-GAVAP,Female,0,No,No,2.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,34.7,62.25,1
+5760-IFJOZ,Male,0,No,No,3.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,107.95,313.6,0
+2826-UWHIS,Male,0,Yes,No,45.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),81.4,3775.85,0
+1448-PWKYE,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.0,80.0,1
+7501-IWUNG,Female,0,Yes,Yes,61.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),73.8,4616.05,0
+4957-TREIR,Male,0,No,No,3.0,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),64.4,195.65,0
+7251-LJBQN,Female,1,No,No,40.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),103.75,4188.4,0
+8040-MNRTF,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,71.1,71.1,0
+1536-HBSWP,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.9,49.9,0
+5313-FPXWG,Male,0,No,No,51.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.6,1266.4,0
+0067-DKWBL,Male,1,No,No,2.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.25,91.1,1
+0946-FKYTX,Male,0,No,No,52.0,No,No phone service,DSL,No,Yes,No,No,No,No,One year,No,Mailed check,30.1,1623.4,0
+5076-YVXCM,Male,0,No,No,51.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),83.4,4149.45,0
+8262-COGGB,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,20.45,0
+6663-JOCQO,Male,0,Yes,Yes,31.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),75.25,2344.5,0
+9620-QJREV,Male,0,No,Yes,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.55,1013.05,0
+2276-YDAVZ,Female,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.1,270.7,1
+2682-KEVRP,Female,1,No,No,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.05,417.0,0
+2480-JZOSN,Female,0,Yes,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.65,20.65,0
+0078-XZMHT,Male,0,Yes,No,72.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.15,6316.2,0
+5896-NPFWW,Male,0,Yes,Yes,3.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,50.15,168.15,1
+9978-HYCIN,Male,1,Yes,Yes,47.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),84.95,4018.05,0
+8338-QIUNR,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),66.5,4811.6,0
+1525-LNLOJ,Male,0,Yes,Yes,66.0,Yes,Yes,DSL,No,No,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),63.3,4189.7,0
+9450-TRJUU,Male,0,No,No,35.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,83.15,2848.45,0
+1766-GKNMI,Male,0,No,No,29.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.9,2516.2,0
+6942-LBFDP,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,33.6,0
+1456-TWCGB,Male,0,No,No,4.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.25,208.45,0
+7133-VBDCG,Female,0,No,No,25.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.85,2015.35,1
+7596-ZYWBB,Female,0,No,No,65.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,59.6,3739.8,0
+8329-UTMVM,Male,1,No,No,27.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.65,2964.0,0
+3014-WJKSM,Male,0,Yes,No,29.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),75.3,2263.4,0
+3347-YJZZE,Male,0,Yes,Yes,29.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),80.1,2211.8,0
+1029-QFBEN,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,1
+7929-DMBCV,Female,0,Yes,No,20.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,81.0,1683.7,0
+9661-JALZV,Female,0,No,No,58.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.7,1519.0,0
+5433-KYGHE,Female,0,No,Yes,14.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,86.0,1164.05,0
+4312-KFRXN,Male,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,1710.9,0
+5575-TPIZQ,Male,0,No,No,46.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.15,4245.55,0
+0114-IGABW,Female,0,Yes,No,71.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),58.25,4145.9,0
+9944-AEXBM,Male,0,No,No,32.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.65,2664.3,0
+1853-ARAAQ,Female,0,No,No,26.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.35,1277.5,0
+6952-OMNWB,Male,1,Yes,No,68.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),80.35,5589.3,0
+4697-LUPSU,Male,0,Yes,Yes,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.2,34.75,0
+8434-VGEQQ,Male,0,Yes,Yes,61.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1305.95,0
+4952-YSOGZ,Female,0,Yes,Yes,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.95,381.3,1
+1589-AGTLK,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.35,141.5,1
+5244-IRFIH,Male,1,Yes,No,33.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.5,3105.55,1
+6549-YMFAW,Male,1,Yes,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.25,204.55,0
+4950-HKQTE,Female,0,No,No,22.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.25,605.9,0
+6786-OBWQR,Female,0,Yes,Yes,5.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.85,356.1,0
+2684-EIWEO,Female,1,No,No,30.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Credit card (automatic),91.7,2758.15,1
+2753-JMMCV,Male,0,No,No,65.0,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),74.2,4805.65,0
+6439-GTPCA,Female,0,No,No,45.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,87.25,3941.7,1
+6621-YOBKI,Male,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,92.75,0
+1216-JWVUX,Male,0,Yes,Yes,25.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,1901.05,0
+7564-GHCVB,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),79.05,5730.7,0
+1173-NOEYG,Female,0,Yes,No,27.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),90.15,2423.4,0
+7595-EHCDL,Male,0,Yes,Yes,32.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),50.6,1653.45,0
+6647-ZEDXT,Female,0,No,No,30.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),110.45,3327.05,0
+2521-NPUZR,Male,0,Yes,No,70.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),101.0,7085.5,0
+1307-TVUFB,Male,1,No,No,42.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.35,3344.1,0
+7503-MIOGA,Female,1,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.85,6697.35,0
+4381-MHQDC,Female,0,No,No,47.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Mailed check,65.0,2879.9,0
+6923-JHPMP,Female,0,No,No,2.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.45,137.1,0
+5138-WVKYJ,Male,0,No,No,10.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,98.55,1008.55,1
+4018-PPNDW,Female,0,Yes,Yes,61.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.1,1551.6,0
+1635-FJFCC,Female,0,No,No,5.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.05,202.15,0
+2499-AJYUA,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,7882.25,0
+6919-ELBGL,Male,1,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.95,8196.4,0
+3966-HRMZA,Female,1,No,No,3.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,75.05,202.9,0
+6425-JWTDV,Male,0,Yes,No,48.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.25,855.1,0
+8405-IGQFX,Female,0,No,No,63.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),90.05,5817.0,0
+8224-IVVPA,Female,0,No,No,27.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,56.7,1652.95,0
+9477-LGWQI,Male,0,Yes,Yes,70.0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),80.15,5600.15,0
+1410-RSCMR,Male,0,Yes,Yes,7.0,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),71.35,515.75,0
+0139-IVFJG,Female,0,Yes,No,2.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,90.35,190.5,0
+6683-VLCTZ,Male,1,No,No,20.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.55,1842.8,1
+5730-DBDSI,Male,0,No,No,66.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,1253.8,0
+0030-FNXPP,Female,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,57.2,0
+2189-WWOEW,Female,0,No,Yes,15.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.9,1269.55,1
+5684-FJVYR,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),90.35,6563.4,0
+4013-GUXND,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.8,20.8,0
+1894-IGFSG,Female,0,No,No,22.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.25,1907.85,1
+7379-POKDZ,Male,0,Yes,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,208.85,1
+1266-NZYUI,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),66.85,4758.8,0
+7969-FFOWG,Male,0,Yes,Yes,65.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,1292.6,0
+4718-DHSMV,Female,0,No,No,11.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,35.8,363.15,0
+5175-WLYXL,Male,0,No,No,22.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,78.85,1600.25,0
+7817-OMJNA,Male,0,No,No,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.4,275.7,0
+8728-SKJLR,Male,0,No,No,41.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,74.25,3089.1,0
+3137-NYQQI,Male,0,Yes,No,17.0,Yes,No,DSL,Yes,Yes,No,No,No,Yes,One year,No,Mailed check,64.8,1175.6,0
+7706-DZNKK,Male,0,No,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.45,237.3,0
+0236-HFWSV,Male,0,No,No,15.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.35,1444.65,1
+3900-AQPHZ,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,1
+5842-POCOP,Female,0,Yes,No,5.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,88.9,454.15,1
+2037-XJFUP,Male,0,Yes,No,33.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,95.8,3036.75,1
+8823-RLPWL,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),110.65,8065.65,0
+9505-SQFSW,Female,0,Yes,Yes,3.0,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,40.3,92.5,0
+7314-OXENN,Male,0,No,No,2.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,82.0,184.65,1
+3758-CKOQL,Female,0,Yes,No,59.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),107.0,6152.3,0
+0322-CHQRU,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.35,89.5,1
+5676-CFLYY,Male,0,Yes,Yes,71.0,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),73.35,5154.5,0
+7521-AFHAB,Female,0,Yes,Yes,5.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.8,220.45,0
+0285-INHLN,Male,0,Yes,Yes,27.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),54.75,1510.3,0
+4678-DVQEO,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,52.2,52.2,1
+5125-CNDSP,Male,0,No,Yes,63.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),40.6,2588.95,0
+0691-IFBQW,Female,1,No,No,46.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,110.0,4874.8,1
+4992-LTJNE,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),55.3,3983.6,0
+2202-OUTMO,Female,0,Yes,No,34.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),60.85,2003.6,0
+0810-BDHAW,Female,0,Yes,Yes,24.0,Yes,Yes,DSL,Yes,Yes,No,No,Yes,Yes,One year,No,Electronic check,78.4,1832.4,0
+0229-LFJAF,Male,0,No,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),69.65,4908.25,0
+7131-ZQZNK,Female,0,Yes,Yes,60.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),59.85,3590.2,0
+3442-ZHHCC,Male,0,No,No,68.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),76.9,5023.0,0
+5726-CVNYA,Female,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,146.6,0
+9871-ELEYA,Female,0,No,Yes,34.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),67.65,2339.3,0
+4257-GAESD,Female,0,No,No,6.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),45.0,298.7,0
+5173-WXOQV,Male,0,Yes,No,2.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,64.2,143.65,0
+2040-OBMLJ,Male,0,No,No,31.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,No,Credit card (automatic),81.7,2548.65,0
+6286-ZHAOK,Female,0,Yes,Yes,20.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.55,507.4,0
+3807-XHCJH,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.0,20.0,0
+3009-JWMPU,Male,0,No,No,62.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,96.75,6125.4,1
+5671-RQRLP,Female,1,Yes,No,70.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Two year,Yes,Credit card (automatic),75.65,5411.4,0
+1450-GALXR,Female,0,No,No,10.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,1058.25,1
+8859-AXJZP,Male,0,Yes,Yes,39.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,23.8,903.8,0
+3174-AKMAS,Female,0,Yes,No,46.0,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),64.2,3009.5,0
+3138-BKYAV,Male,0,No,No,6.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.35,489.45,1
+9926-PJHDQ,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),76.8,5468.45,0
+7382-DFJTU,Male,0,No,No,18.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),55.2,1058.1,0
+2798-NYLMZ,Male,0,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.55,7616.0,0
+4289-DTDKW,Male,0,Yes,No,40.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.3,4113.1,1
+1820-TQVEV,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,69.55,1
+2239-JALAW,Male,0,No,No,58.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.25,6017.65,1
+4853-RULSV,Male,0,No,No,70.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.0,7250.15,1
+8098-TDCBU,Female,0,Yes,No,42.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,25.25,1108.2,0
+3551-GAEGL,Male,0,Yes,Yes,34.0,No,No phone service,DSL,Yes,No,No,No,No,No,One year,No,Bank transfer (automatic),30.4,938.65,0
+4785-NKHCX,Male,1,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.05,94.15,0
+3196-NVXLZ,Female,0,No,No,25.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,84.6,2088.05,0
+6275-YDUVO,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,86.2,178.7,1
+0036-IHMOT,Female,0,Yes,Yes,55.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.7,5656.75,0
+0115-TFERT,Male,0,Yes,No,21.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.2,2317.1,1
+4178-EGMON,Male,0,Yes,No,70.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),88.0,5986.45,0
+4220-TINQT,Female,0,Yes,No,61.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.35,6751.35,0
+5318-YKDPV,Male,0,Yes,Yes,43.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.15,3566.6,0
+7975-TZMLR,Male,0,No,No,47.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.1,4889.3,0
+0295-QVKPB,Male,0,No,No,5.0,Yes,No,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),63.95,318.1,0
+4335-BSMJS,Female,0,No,No,62.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.8,1563.95,0
+2311-QYMUQ,Female,0,Yes,Yes,16.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.45,1430.25,1
+3643-AHCFP,Male,1,Yes,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.6,644.35,1
+9146-JRIOX,Female,0,Yes,Yes,14.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.55,372.45,0
+3104-OWCGK,Male,0,Yes,Yes,60.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,One year,No,Electronic check,90.95,5453.4,1
+5337-IIWKZ,Male,0,Yes,Yes,34.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,44.85,1442.6,0
+9101-BWFSS,Female,0,Yes,No,50.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,No,Electronic check,108.55,5610.7,1
+9650-VBUOG,Male,0,Yes,Yes,38.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,963.95,0
+3487-EARAT,Female,0,Yes,Yes,70.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),74.1,5222.3,0
+2672-TGEFF,Female,0,Yes,Yes,37.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.8,3340.55,0
+9231-ZJYAM,Female,1,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.85,292.8,1
+4250-WAROZ,Male,1,Yes,Yes,60.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,93.25,5774.55,0
+8184-WMOFI,Male,0,Yes,Yes,62.0,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),71.4,4487.3,0
+6982-SSHFK,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.4,44.4,1
+6092-QZVPP,Male,0,No,No,36.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),79.2,2854.95,0
+4625-LAMOB,Male,0,No,No,44.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.4,905.55,0
+0727-BMPLR,Female,1,No,No,55.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,100.0,5509.3,1
+0392-BZIUW,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),105.0,7589.8,0
+1038-ZAGBI,Female,0,Yes,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,229.6,1
+6549-NNDYT,Female,0,No,No,13.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),30.85,394.1,0
+3027-ZTDHO,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.9,89.9,1
+0422-OHQHQ,Female,0,Yes,Yes,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.55,295.95,0
+6916-HIJSE,Female,0,No,No,65.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.85,5459.2,0
+2316-ESMLS,Female,0,Yes,Yes,12.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),33.15,444.75,0
+9778-OGKQZ,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),92.0,6782.15,0
+7408-OFWXJ,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.8,6510.45,0
+6007-TCTST,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.8,8476.5,0
+2252-NKNSI,Male,0,No,Yes,52.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,85.15,4461.85,0
+8713-IGZSO,Male,0,No,No,2.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.85,62.0,0
+7905-TVXTA,Female,0,No,No,5.0,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,64.35,352.65,0
+7695-PKLCZ,Female,0,No,No,68.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1424.9,0
+2382-BCKQJ,Female,0,No,Yes,62.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,100.15,6413.65,1
+8374-UULRV,Male,0,No,No,72.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.05,6309.65,0
+2207-NHRJK,Male,0,No,No,1.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,50.8,50.8,1
+3224-DFQNQ,Female,0,Yes,No,66.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,No,Electronic check,89.0,5898.6,0
+5275-PMFUT,Male,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.8,4719.75,0
+4795-UXVCJ,Male,0,No,No,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,457.3,0
+9777-IQHWP,Male,0,Yes,Yes,64.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),93.4,5822.3,0
+0947-MUGVO,Male,1,Yes,No,20.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.65,1463.5,1
+9944-HKVVB,Female,0,No,No,3.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,307.4,1
+4124-MMETB,Male,0,No,No,22.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.65,2104.55,1
+3671-SHRSP,Male,0,Yes,No,4.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,80.6,319.15,1
+0979-MOZQI,Male,0,Yes,No,62.0,No,No phone service,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),39.0,2337.45,0
+2732-ISEZX,Female,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,104.3,0
+3313-QKNKB,Male,0,Yes,No,59.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,One year,No,Electronic check,85.55,5084.65,1
+0323-XWWTN,Male,0,No,Yes,3.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,26.4,121.25,0
+1937-OTUKY,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),98.2,7015.9,0
+1573-LGXBA,Male,0,Yes,Yes,57.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),97.55,5598.0,0
+1764-VUUMT,Male,0,No,Yes,66.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,1269.1,0
+5073-WXOYN,Female,0,No,No,60.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.8,3027.4,1
+4713-ZBURT,Male,0,No,Yes,45.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),99.7,4634.35,0
+3050-GBUSH,Female,0,No,No,3.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),34.8,113.95,0
+0207-MDKNV,Female,0,No,No,15.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,105.1,1582.75,1
+7876-AEHIG,Female,0,No,Yes,51.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),60.15,3077.0,0
+7945-HLKEA,Female,0,No,No,60.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,One year,No,Electronic check,64.75,4039.5,0
+9342-VNIMQ,Male,0,No,No,33.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),54.65,1665.2,0
+9851-KIELU,Male,0,No,No,10.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.1,1043.3,1
+3523-BRGUW,Male,1,No,No,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,504.2,0
+3908-BLSYF,Female,0,No,No,6.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,83.9,497.55,1
+3199-NPKCN,Female,0,Yes,No,67.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.25,7511.65,0
+5170-PTRKA,Female,0,Yes,Yes,49.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Credit card (automatic),35.8,1782.0,0
+4661-NJEUX,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,20.05,0
+2123-AGEEN,Female,1,No,No,7.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,84.35,609.65,0
+1258-YMZNM,Female,1,No,No,27.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),110.5,2857.6,0
+0048-LUMLS,Male,0,Yes,Yes,37.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Credit card (automatic),91.2,3247.55,0
+7549-MYGPK,Female,0,Yes,Yes,63.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,100.55,6215.35,1
+5898-IGSLP,Male,0,Yes,Yes,31.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,89.3,2823.0,0
+3804-RVTGV,Male,0,Yes,Yes,50.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.85,5017.9,1
+6259-WJQLC,Male,1,No,No,32.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),81.1,2619.25,0
+9227-LUNBG,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.6,24.6,1
+7997-EASSD,Female,0,Yes,No,63.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,Yes,Credit card (automatic),81.2,4965.1,0
+0730-KOAVE,Male,0,No,No,30.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.3,2679.7,0
+8975-SKGRX,Male,0,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.1,8310.55,0
+0678-RLHVP,Female,0,No,No,53.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,105.55,5682.25,0
+4315-MURBD,Female,0,No,No,12.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.9,1120.95,1
+2267-FPIMA,Male,0,Yes,No,50.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.4,4914.9,0
+1051-GEJLJ,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,27.55,0
+9734-YWGEX,Female,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),98.3,923.5,1
+2719-BDAQO,Male,0,No,No,17.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,93.85,1625.65,1
+5285-MVEHD,Female,0,Yes,No,56.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),105.6,6068.65,0
+0379-DJQHR,Male,0,Yes,Yes,67.0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),81.35,5398.6,0
+0781-LKXBR,Male,1,No,No,9.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.5,918.6,1
+5543-QDCRY,Male,0,No,No,4.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,56.4,234.85,0
+0297-RBCSG,Male,0,No,No,19.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),65.35,1231.85,0
+4694-PHWFW,Female,0,No,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,170.9,0
+0835-JKADZ,Female,0,No,No,71.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,111.25,7984.15,0
+1907-UBQFC,Male,1,No,No,10.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,72.85,688.65,1
+7508-SMHXL,Female,1,No,No,15.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Credit card (automatic),89.0,1288.3,0
+3865-YIOTT,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.1,7848.5,0
+5993-BQHEA,Male,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,267.0,0
+6024-RUGGH,Male,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.2,1798.9,0
+6513-EECDB,Male,1,Yes,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.55,73.55,1
+3956-CJUST,Female,1,No,No,23.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.4,1643.55,0
+4079-WWQQQ,Male,0,No,No,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.55,4807.45,0
+6103-BOCOU,Female,0,No,No,26.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.7,2193.0,0
+5149-TGWDZ,Female,0,No,No,21.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,104.55,2239.4,0
+7471-WNSUF,Male,0,Yes,No,60.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.15,1505.9,0
+8942-DBMHZ,Male,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,255.35,0
+4301-VVZKA,Male,0,Yes,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.4,1189.4,0
+9199-PWQVC,Female,0,Yes,No,63.0,Yes,Yes,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),79.7,4786.15,0
+4824-GUCBY,Female,1,No,No,22.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,81.7,1820.9,0
+5393-HJZSM,Female,0,Yes,Yes,32.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),76.3,2404.15,0
+7074-IEVOJ,Female,1,No,No,3.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.4,205.05,1
+9625-QSTYE,Female,0,No,No,13.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.15,952.3,1
+0862-PRCBS,Female,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),103.75,7039.45,0
+8812-ZRHFP,Female,0,Yes,Yes,30.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,One year,No,Electronic check,86.45,2538.05,0
+5146-CBVOE,Female,0,No,No,16.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.1,1212.85,0
+0454-OKRCT,Male,0,No,No,33.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),80.6,2651.1,0
+5787-KXGIY,Male,0,Yes,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.3,1304.8,0
+4750-ZRXIU,Female,1,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.6,360.1,1
+4198-VFOEA,Female,0,No,No,12.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,33.6,435.45,0
+6630-UJZMY,Female,1,Yes,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.25,308.05,0
+6400-BWQKW,Female,0,No,No,6.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.05,434.5,1
+2692-AQCPF,Female,0,Yes,No,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),108.05,7118.9,0
+0347-UBKUZ,Female,0,No,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,320.45,0
+0835-DUUIQ,Female,0,No,Yes,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),21.05,531.55,0
+0811-GSDTP,Female,0,No,Yes,13.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.15,382.2,0
+7567-ECMCM,Male,0,No,No,24.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),79.85,2001.0,0
+6115-ZTBFQ,Female,0,Yes,No,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),65.5,4919.7,0
+6353-BRMMA,Female,0,Yes,Yes,54.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.1,5645.8,0
+6680-WKXRZ,Female,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.4,215.8,1
+6231-WFGFH,Male,0,Yes,Yes,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,77.6,0
+9904-EHEVJ,Female,1,Yes,Yes,32.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,91.35,2896.55,0
+7028-DVOIQ,Male,1,No,No,35.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.05,3395.8,1
+6169-PPETC,Male,0,Yes,Yes,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.5,759.35,0
+4208-UFFGW,Male,1,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.95,85.15,1
+8584-KMVXD,Female,0,No,No,8.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,75.6,535.55,0
+8467-WYNSR,Male,0,No,No,22.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,55.1,1253.15,0
+0851-DFJKB,Female,0,No,No,15.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,58.95,955.15,0
+5382-SOYZL,Male,0,No,No,22.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,2162.6,0
+9448-REEVD,Male,0,Yes,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),44.7,44.7,1
+3261-CQXOL,Female,0,Yes,Yes,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.45,1813.35,0
+8388-FYNPZ,Male,0,No,No,4.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Electronic check,56.75,245.15,0
+4002-BQWPQ,Male,0,No,No,25.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),81.75,2028.8,0
+5651-YLPRD,Female,0,Yes,Yes,32.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.1,2723.75,0
+2826-DXLQO,Male,1,Yes,No,7.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),29.8,220.45,0
+4378-BZYFP,Male,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.5,365.8,0
+9489-UTFKA,Male,1,Yes,No,8.0,Yes,No,DSL,Yes,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),60.9,551.95,0
+4849-PYRLQ,Female,1,No,No,56.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),73.25,4054.2,0
+9117-SHLZX,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.7,45.7,1
+9889-TMAHG,Male,1,No,No,8.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),100.3,832.35,1
+4541-RMRLG,Male,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.25,112.3,1
+7764-BDPEE,Male,0,No,Yes,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.85,60.65,0
+3429-IFLEM,Female,0,No,No,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),77.35,5550.1,0
+3158-MOERK,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.0,174.8,1
+7294-TMAOP,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.55,90.55,1
+5002-GCQFH,Male,0,Yes,No,49.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.85,4733.1,0
+0556-FJEGU,Male,0,No,No,58.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),70.1,4048.95,0
+8919-FYFQZ,Male,1,Yes,No,44.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.35,1359.7,1
+0604-THJFP,Female,0,Yes,Yes,59.0,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),75.95,4542.35,0
+2834-JRTUA,Male,0,No,No,71.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.05,7532.15,1
+5875-YPQFJ,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,1
+5879-SESNB,Female,0,No,No,11.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.25,888.65,0
+6646-QVXLR,Male,1,Yes,No,62.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.75,6383.35,1
+6461-PPAXN,Female,0,Yes,Yes,35.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),54.95,1916.0,0
+3318-ISQFQ,Female,0,No,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.5,413.0,0
+1106-HRLKZ,Male,0,Yes,Yes,40.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,808.95,0
+2483-XSSMZ,Female,0,No,No,39.0,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Electronic check,47.85,1886.4,0
+8603-IJWDN,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.6,86.6,1
+8165-ZJRNM,Female,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.75,1679.25,0
+9369-XFEHK,Female,1,Yes,No,33.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.6,2656.5,1
+2604-XVDAM,Female,0,No,No,12.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),43.8,540.95,0
+3717-OFRTN,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.75,19.75,0
+9046-JBFWA,Male,0,No,Yes,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.15,537.35,0
+3280-NMUVX,Male,0,Yes,Yes,34.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.6,678.8,0
+1206-EHBDD,Female,0,Yes,No,56.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Two year,No,Bank transfer (automatic),80.3,4513.65,0
+8361-LBRDI,Female,0,No,No,58.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.35,1423.85,0
+4883-KCPZJ,Female,0,Yes,Yes,22.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,555.4,0
+9108-EQPNQ,Female,0,Yes,Yes,10.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26.1,225.55,0
+7277-KAMWT,Male,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.0,268.45,0
+3842-IYKUE,Female,0,No,No,35.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),85.3,2917.5,1
+6641-XRPSU,Female,0,No,No,34.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),70.0,2416.1,1
+1374-DMZUI,Female,1,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.3,424.45,1
+2545-LXYVJ,Male,0,Yes,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.7,1492.1,0
+3234-VKACU,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,70.3,132.4,0
+8357-EQXFO,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.35,660.9,1
+1989-PRJHP,Male,1,Yes,No,27.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,1893.95,1
+8120-JDCAM,Male,0,Yes,Yes,4.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.55,284.9,0
+8917-FAEMR,Female,0,No,No,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,784.25,0
+7047-YXDMZ,Male,0,No,No,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,417.7,0
+2858-EIMXH,Female,1,Yes,No,53.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),95.85,5016.25,0
+9524-EGPJC,Female,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.1,1612.75,1
+6993-OHLXR,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,68.95,119.75,1
+8818-XYFCQ,Male,0,Yes,Yes,32.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.55,3204.65,1
+6419-ZTTLE,Male,1,Yes,No,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.75,485.2,0
+0929-HYQEW,Male,0,No,No,3.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,160.85,0
+6614-YOLAC,Female,0,Yes,Yes,71.0,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Mailed check,58.65,4145.25,0
+7426-RHZGU,Male,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.9,827.45,0
+4065-JJAVA,Female,0,No,No,1.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,49.5,49.5,0
+4695-VADHF,Male,0,Yes,Yes,18.0,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,57.45,990.85,1
+3863-IUBJR,Male,0,Yes,Yes,12.0,Yes,No,DSL,No,No,No,No,No,Yes,One year,No,Credit card (automatic),53.65,696.35,1
+7649-SIJJF,Male,0,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,80.1,5585.4,0
+9361-YNQWJ,Female,0,No,No,64.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.4,1601.2,0
+3748-FVMZZ,Male,0,No,No,4.0,No,No phone service,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,40.05,162.45,0
+9391-TTOYH,Female,0,No,No,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.5,470.2,0
+1452-XRSJV,Female,0,Yes,Yes,39.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),51.05,2066.0,0
+3422-WJOYD,Male,0,Yes,No,28.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,54.35,1426.45,0
+8242-SOQUO,Female,1,No,No,5.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.7,392.5,0
+7460-ITWWP,Female,1,Yes,No,45.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,86.1,3861.45,0
+7147-AYBAA,Male,0,No,No,37.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.35,2552.9,0
+7868-TMWMZ,Female,1,Yes,No,60.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.0,6668.35,0
+4822-RVYBB,Male,1,No,No,8.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.6,819.4,1
+6732-FZUGP,Female,0,No,No,47.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,One year,No,Credit card (automatic),94.9,4615.25,0
+8436-BJUMM,Male,0,Yes,Yes,26.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.75,2070.6,1
+4184-TJFAN,Female,1,Yes,Yes,3.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,88.3,273.75,1
+8329-GWVPJ,Female,0,Yes,Yes,50.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.75,3557.7,0
+1352-VHKAJ,Male,0,Yes,Yes,27.0,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),71.6,1957.1,0
+4145-UQXUQ,Female,1,No,No,8.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.1,729.95,1
+2632-TACXW,Female,0,Yes,No,62.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.65,1416.75,0
+8146-QQKZH,Female,0,Yes,No,71.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),81.85,5924.4,0
+1767-CJKBA,Male,0,No,No,66.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.1,1697.7,0
+6445-TNRXS,Male,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.7,7849.85,0
+4581-LNWUM,Female,0,No,No,13.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,49.15,649.4,0
+4869-EPIUS,Male,0,Yes,No,56.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,One year,Yes,Electronic check,80.9,4557.5,0
+9948-YPTDG,Male,0,Yes,No,38.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.45,3013.05,1
+1236-WFCDV,Male,1,No,No,14.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),90.45,1266.1,1
+1915-OAKWD,Female,0,No,Yes,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.3,360.35,0
+7296-PIXQY,Female,0,Yes,Yes,14.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.2,1046.5,0
+4883-QICIH,Male,0,Yes,Yes,32.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.75,2347.9,1
+3354-OADJP,Female,0,No,No,8.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),54.25,447.75,0
+3524-WQDSG,Female,0,Yes,Yes,43.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.3,4209.95,0
+0810-DHDBD,Female,0,No,No,52.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Credit card (automatic),74.0,3877.65,0
+4026-SKKHW,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.25,152.3,0
+2829-HYVZP,Male,0,No,No,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.8,572.2,0
+8329-IBCTI,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,1
+1271-SJBGZ,Male,1,No,No,12.0,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,43.65,526.95,1
+3845-JHAMY,Female,0,Yes,Yes,16.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),35.5,552.7,0
+7013-PSXHK,Female,0,No,No,40.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,80.75,3208.65,0
+5669-SRAIP,Female,0,No,No,5.0,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,39.5,210.75,1
+5981-ITEMU,Male,0,Yes,No,40.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),97.1,3706.95,1
+3486-NPGST,Female,0,No,No,36.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.55,620.75,0
+6941-PMGEP,Female,0,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.0,412.5,1
+1624-WOIWJ,Female,0,No,No,10.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,84.7,832.05,1
+2074-GKOWZ,Male,0,Yes,Yes,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),89.55,185.55,1
+0376-YMCJC,Male,0,No,No,23.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,90.6,1943.2,1
+6100-FJZDG,Male,0,Yes,Yes,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.05,505.9,0
+4829-ZLJTK,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,112.4,8046.85,0
+1730-VFMWO,Female,0,Yes,No,34.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),50.2,1815.3,0
+7143-BQIBA,Male,0,No,No,10.0,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),62.25,612.95,0
+3800-LYTRK,Female,0,No,No,14.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,55.7,795.15,0
+0634-SZPQA,Female,0,No,No,23.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),90.05,2169.8,1
+9646-NMHXE,Male,0,Yes,No,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,973.1,0
+7030-NJVDP,Male,0,Yes,No,24.0,Yes,No,Fiber optic,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.25,2210.2,0
+5536-RTPWK,Male,0,Yes,No,49.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.05,4853.75,1
+8883-GRDWQ,Male,1,No,No,20.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,54.0,1055.9,0
+6166-ILMNY,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.75,144.55,1
+3097-NNSPB,Female,0,No,No,2.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.05,91.1,1
+7771-ZONAT,Male,0,No,No,22.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),56.75,1304.85,0
+0655-RBDUG,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.05,713.0,1
+2111-DWYHN,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,21.1,21.1,0
+4194-WHFCB,Female,0,Yes,Yes,59.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),96.65,5580.8,0
+4121-AGSIN,Female,0,Yes,Yes,58.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),24.5,1497.9,0
+4361-BKAXE,Female,0,No,No,41.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),114.5,4527.45,1
+9845-PEEKO,Female,1,No,No,59.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Two year,Yes,Credit card (automatic),79.2,4590.35,0
+0455-XFASS,Female,0,Yes,Yes,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,200.2,0
+0301-KOBTQ,Male,0,No,No,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.05,614.45,0
+1751-NCDLI,Male,1,Yes,No,46.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.85,4564.9,0
+9878-TNQGW,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.95,171.15,1
+9170-ARBTB,Female,0,Yes,Yes,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.6,1012.4,0
+4441-NIHPT,Female,1,No,No,13.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.3,940.35,1
+8999-BOHSE,Female,1,No,No,11.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),89.7,1047.7,1
+7241-AJHFS,Male,0,No,No,32.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),87.65,2766.4,0
+7029-RPUAV,Male,1,Yes,No,17.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.45,1622.45,1
+4546-FOKWR,Female,0,No,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.75,1129.35,0
+9036-CSKBW,Female,0,No,No,51.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),107.45,5680.9,0
+5832-TRLPB,Male,0,No,No,29.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),75.35,2243.9,0
+8590-YFFQO,Male,0,Yes,No,70.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),64.95,4523.25,0
+8659-IOOPU,Female,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Electronic check,100.45,7159.7,0
+1338-CECEE,Male,0,Yes,Yes,41.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),68.5,2839.95,0
+7439-DKZTW,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.55,80.55,0
+4646-QZXTF,Female,0,Yes,No,7.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),81.25,580.1,0
+4607-CHPCA,Male,0,Yes,Yes,25.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Electronic check,90.4,2178.6,1
+9742-XOKTS,Male,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,No,Electronic check,89.55,6038.55,0
+6921-OZMFH,Male,0,Yes,Yes,5.0,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,55.7,259.4,0
+9578-FOMUK,Male,0,No,Yes,15.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,24.8,324.15,0
+4712-UYOOI,Female,0,Yes,Yes,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.0,417.65,0
+8824-RWFXJ,Male,0,Yes,Yes,3.0,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,56.15,168.15,1
+7722-CVFXN,Male,0,Yes,Yes,54.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,105.2,5637.85,0
+8717-VCTXJ,Male,0,No,No,42.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.55,839.4,0
+7363-QTBIW,Female,0,Yes,No,9.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.75,769.1,0
+4159-NAAIX,Female,0,No,No,63.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),97.45,6253.0,0
+0971-QIFJK,Female,0,Yes,No,69.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.25,1641.8,0
+9397-TZSHA,Female,0,No,No,69.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.6,1678.05,0
+3391-JSQEW,Male,0,Yes,No,40.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,2058.5,0
+0343-QLUZP,Male,0,No,No,60.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),39.6,2424.5,0
+9763-PDTKK,Female,0,No,No,4.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),94.4,387.2,1
+2176-LVPNX,Female,1,No,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,89.85,6293.45,0
+7627-JKIAZ,Female,0,Yes,No,37.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),78.95,2839.65,1
+3312-UUMZW,Male,0,Yes,No,32.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.85,3145.9,0
+1271-UODNO,Male,0,No,No,39.0,Yes,Yes,DSL,No,No,No,Yes,No,No,Two year,Yes,Credit card (automatic),53.85,2200.7,0
+8461-EFQYM,Female,0,No,No,38.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,24.25,914.4,0
+6900-RBKER,Male,0,No,No,52.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),89.45,4577.75,0
+6891-JPYFF,Female,0,Yes,Yes,48.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.25,4997.5,0
+1459-QNFQT,Male,0,Yes,Yes,70.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),59.5,4144.8,0
+1047-NNCBF,Male,0,No,No,20.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.55,1493.55,0
+3696-XRIEN,Female,0,No,No,50.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),82.5,4179.1,0
+4081-DYXAV,Female,0,No,No,19.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),44.85,893.55,1
+0074-HDKDG,Male,0,Yes,Yes,25.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),61.6,1611.0,0
+8791-GFXLZ,Male,0,No,No,12.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.05,593.05,0
+8111-SLLHI,Male,1,Yes,No,39.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.65,4284.8,1
+0927-LCSMG,Male,0,No,No,7.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,74.65,544.55,1
+9330-DHBFL,Female,0,Yes,Yes,23.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Mailed check,66.25,1533.8,0
+0098-BOWSO,Male,0,No,No,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.4,529.8,0
+3452-ABWRL,Male,1,No,No,47.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),86.05,3865.6,0
+5859-HZYLF,Male,0,Yes,Yes,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.15,515.75,0
+8257-RZAHR,Female,0,Yes,No,14.0,Yes,Yes,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),64.7,941.0,1
+5293-WXJAK,Female,1,Yes,No,11.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.05,1133.65,1
+3156-QLHBO,Male,0,No,Yes,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,48.35,0
+2208-NQBCT,Female,0,Yes,Yes,26.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,81.95,2070.05,0
+1779-PWPMG,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.65,8333.95,0
+6621-NRZAK,Female,0,Yes,Yes,63.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.0,1209.25,0
+0831-JNISG,Male,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.8,1396.25,0
+0774-IFUVM,Male,0,Yes,Yes,11.0,Yes,Yes,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),65.15,723.35,0
+3082-WQRVY,Male,1,Yes,No,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,228.65,0
+9553-DLCLU,Female,0,No,Yes,13.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.95,1161.75,0
+1641-BYBTK,Male,0,No,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,98.35,0
+2460-NGXBJ,Male,1,Yes,Yes,11.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.2,775.3,0
+2446-ZKVAF,Male,0,Yes,No,18.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),56.8,1074.65,0
+0841-NULXI,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.55,35.55,1
+3522-CDKHF,Female,0,Yes,No,32.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.5,2324.7,0
+1430-SFQSA,Male,0,No,No,29.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,35.6,1072.6,0
+0411-EZJZE,Female,0,No,No,3.0,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,60.25,170.5,0
+7851-WZEKY,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.15,196.9,1
+8844-TONUD,Male,0,Yes,Yes,13.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,96.65,1162.85,1
+8807-ARQET,Female,0,No,No,41.0,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,40.35,1677.85,0
+8992-CEUEN,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,18.85,18.85,0
+4320-QMLLA,Male,0,No,No,7.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,54.85,370.4,0
+8777-PVYGU,Female,0,Yes,No,52.0,Yes,No,DSL,Yes,No,Yes,No,Yes,No,One year,Yes,Mailed check,64.3,3410.6,0
+8292-ITGYJ,Female,0,Yes,Yes,45.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.65,1138.8,0
+6870-ZWMNX,Male,0,Yes,No,70.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),76.1,5264.25,0
+0621-CXBKL,Female,0,No,No,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,18.7,1005.7,0
+5268-DSMNQ,Female,1,Yes,No,62.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),97.95,5936.55,0
+5334-JLAXU,Female,0,Yes,No,60.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.1,5475.9,0
+4086-YQSNZ,Female,1,Yes,No,3.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.4,224.05,1
+6242-MBHPK,Female,1,Yes,No,23.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,2326.05,0
+5868-CZJDR,Male,0,No,Yes,1.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,31.35,31.35,1
+9359-UGBTK,Female,0,No,No,67.0,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),72.35,4991.5,0
+0135-NMXAP,Female,0,No,No,12.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.75,1052.4,1
+4782-OSFXZ,Female,1,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),82.7,5831.2,0
+6479-OAUSD,Male,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.9,510.8,0
+7129-ACFOG,Female,0,No,No,5.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,53.8,283.95,0
+4189-NAKJS,Male,0,No,No,26.0,Yes,Yes,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),51.55,1295.4,0
+5562-BETPV,Male,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,19.65,0
+1282-IHQAC,Male,1,No,No,70.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),44.05,3011.65,0
+9127-FHJBZ,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,114.0,8093.15,0
+6270-OMFIW,Male,0,Yes,No,60.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,94.4,5610.25,1
+1641-RQDAY,Female,1,Yes,Yes,32.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.4,3217.65,0
+0107-WESLM,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.85,19.85,1
+6994-ORCWG,Female,0,No,No,14.0,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Mailed check,54.25,773.2,0
+1346-UFHAX,Female,0,No,No,13.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.0,1029.35,0
+3992-YWPKO,Female,0,No,No,6.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.9,669.45,1
+2933-XEUJM,Female,0,No,No,46.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Mailed check,79.2,3593.8,0
+0125-LZQXK,Male,0,No,No,15.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,1553.95,1
+5461-QKNTN,Male,1,Yes,No,43.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,94.3,3953.15,0
+4835-YSJMR,Male,0,No,No,39.0,Yes,No,DSL,No,No,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),49.8,1971.15,0
+8399-YNDCH,Male,1,No,No,21.0,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),60.05,1236.15,1
+3164-YAXFY,Male,0,No,No,57.0,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,53.75,3196.0,0
+0887-WBJVH,Female,0,Yes,No,53.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,93.45,4872.2,0
+4660-IRIBM,Male,0,Yes,Yes,18.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,87.9,1500.5,0
+5673-FSSMF,Female,0,No,No,1.0,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,60.15,60.15,1
+7670-ZBPOQ,Female,0,Yes,No,58.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),61.05,3478.75,0
+8089-UZWLX,Female,1,No,No,71.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),104.05,7413.55,0
+0080-OROZO,Female,0,No,No,35.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,99.25,3532.0,0
+3916-NRPAP,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),85.7,256.75,0
+6807-SIWJI,Male,0,No,No,38.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,104.85,3887.25,0
+8221-HVAYI,Male,0,Yes,Yes,35.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),69.15,2490.15,0
+1579-KLYDT,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,90.45,593.45,1
+5232-NXPAY,Female,0,No,No,47.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,74.45,3510.3,0
+8967-SZQAS,Female,0,No,No,14.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,50.45,765.45,0
+4468-KAZHE,Female,1,Yes,No,20.0,Yes,No,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,60.0,1259.35,0
+0455-ENTCR,Male,0,Yes,No,66.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,85.25,5538.35,0
+8944-AILEF,Male,0,Yes,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.45,340.85,0
+5542-NKVRU,Female,0,No,No,42.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.75,844.45,0
+7126-RBHSD,Female,0,Yes,No,17.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,78.9,1348.95,0
+5370-IIVVL,Male,0,No,No,37.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.5,3778.0,0
+6789-HJBWG,Female,0,No,No,12.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.4,611.65,0
+3927-NLNRY,Male,0,Yes,No,53.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94.25,4867.95,1
+9087-EYCPR,Female,0,No,No,60.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.0,1505.05,0
+6791-YBNAK,Male,0,Yes,Yes,18.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),25.55,467.85,0
+6358-LYNGM,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,74.9,1
+6077-BDPXA,Female,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,194.2,0
+0013-MHZWF,Female,0,No,Yes,9.0,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),69.4,571.45,0
+5494-HECPR,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.25,80.25,1
+8268-YDIXR,Male,0,Yes,No,56.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Electronic check,93.15,5253.95,0
+9824-BEMCV,Male,0,Yes,Yes,17.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.0,1149.65,1
+1373-ORVIZ,Female,0,Yes,Yes,11.0,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,66.35,740.8,1
+4291-SHSBH,Male,0,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,521.35,0
+6980-IMXXE,Female,0,Yes,Yes,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1412.65,0
+9866-QEVEE,Male,0,No,No,19.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),86.0,1532.45,1
+9897-KXHCM,Female,0,Yes,Yes,3.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.3,250.05,1
+0040-HALCW,Male,0,Yes,Yes,54.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.4,1090.6,0
+0784-GTUUK,Male,0,Yes,No,62.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),23.75,1446.8,0
+7979-CORPM,Male,0,No,No,24.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.55,2282.55,1
+2294-DMMUS,Female,0,Yes,Yes,62.0,Yes,Yes,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),70.45,4300.45,0
+0872-JCPIB,Male,0,No,No,17.0,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),65.75,1111.2,0
+3055-MJDSB,Male,0,No,No,9.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.6,190.1,0
+9091-WTUUY,Male,0,Yes,Yes,64.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Mailed check,69.25,4447.75,0
+1618-CFHME,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.9,143.35,1
+3165-HDOEW,Male,0,Yes,Yes,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,1
+6581-NQCBA,Female,0,Yes,No,16.0,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,49.95,810.2,1
+7115-IRDHS,Female,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.65,1830.05,0
+8496-DMZUK,Male,0,No,No,30.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),90.4,2820.65,0
+2040-VZIKE,Female,0,Yes,No,49.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,100.85,4847.35,0
+9068-VPWQQ,Male,0,Yes,No,61.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),75.35,4729.3,0
+0178-SZBHO,Male,0,Yes,Yes,47.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,87.2,4017.45,0
+0384-RVBPI,Male,0,No,No,20.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),64.4,1398.6,0
+1689-MRZQR,Male,0,Yes,Yes,34.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.3,2564.3,1
+1299-AURJA,Female,0,Yes,Yes,70.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.7,1685.9,0
+4525-VZCZG,Male,0,No,Yes,54.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,105.85,5826.65,0
+1543-LLLFT,Male,1,Yes,No,61.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,Yes,Mailed check,98.3,6066.55,0
+5835-BEQEU,Male,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.95,228.4,1
+2788-CJQAQ,Male,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.45,270.2,0
+5565-FILXA,Female,1,No,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.15,1529.2,1
+0319-QZTCO,Female,0,Yes,Yes,3.0,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),58.7,168.6,0
+2120-SMPEX,Male,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.15,536.35,0
+0096-FCPUF,Male,0,No,No,30.0,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,64.5,1888.45,0
+0668-OGMHD,Female,0,Yes,No,21.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,28.5,629.35,0
+5552-ZNFSJ,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.3,45.3,1
+2223-KAGMX,Female,0,No,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,289.3,1
+6507-ZJSUR,Male,1,Yes,No,23.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.45,2117.25,0
+9408-HRXRK,Female,0,Yes,Yes,45.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.15,4730.9,0
+5593-SUAOO,Female,0,Yes,Yes,24.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),83.15,2033.05,0
+7321-PKUYW,Female,0,No,No,11.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,90.15,987.95,1
+2833-SLKDQ,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.05,45.05,1
+6766-HFKLA,Female,0,Yes,No,56.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),103.2,5744.35,0
+7595-EUIVN,Female,0,No,No,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,75.8,75.8,1
+7617-EYGLW,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.45,19.45,0
+2026-TGDHM,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.3,523.15,1
+9220-ZNKJI,Female,1,Yes,No,55.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),88.8,4805.3,0
+4030-VPZBD,Female,0,No,No,2.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,30.9,59.05,1
+2226-ICFDO,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.9,6110.75,0
+0723-VSOBE,Female,1,No,No,45.0,No,No phone service,DSL,No,No,No,No,No,Yes,One year,No,Electronic check,34.2,1596.6,0
+5529-GIBVH,Female,0,No,No,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,1046.2,0
+4187-CINZD,Female,1,No,No,46.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Credit card (automatic),95.25,4424.2,1
+9992-UJOEL,Male,0,No,No,2.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,50.3,92.75,0
+4741-WWJQZ,Female,0,Yes,No,2.0,Yes,No,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.15,194.55,0
+6625-UTXEW,Female,0,Yes,No,12.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,51.25,612.1,0
+6818-WOBHJ,Female,1,Yes,No,68.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.6,6127.6,1
+6244-BESBM,Male,0,Yes,Yes,69.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),95.2,6671.7,0
+1004-NOZNR,Male,1,No,Yes,56.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,One year,No,Credit card (automatic),94.8,5264.3,0
+1251-STYSZ,Female,1,No,No,4.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.25,303.7,0
+2612-PHGOX,Male,0,Yes,No,64.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),76.1,4818.8,0
+2408-TZMJL,Male,0,Yes,No,59.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,110.15,6448.05,1
+8480-PPONV,Male,0,Yes,Yes,62.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),115.55,7159.05,0
+8780-IHCRN,Male,0,Yes,Yes,63.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.65,1574.5,0
+4598-ZADCK,Female,0,No,No,53.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,53.6,2879.2,0
+1257-SXUXQ,Male,0,Yes,Yes,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,86.05,0
+9681-KYGYB,Male,1,Yes,No,49.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,88.2,4159.45,0
+7182-OVLBJ,Female,0,Yes,Yes,62.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),101.15,6638.35,0
+5095-ETBRJ,Female,0,Yes,No,55.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,56.8,3112.05,0
+7005-CYUIL,Female,1,Yes,No,71.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Electronic check,99.4,7168.25,0
+4821-WQOYN,Female,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.1,1326.25,0
+4730-AWNAU,Male,0,Yes,Yes,36.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),60.7,2234.55,0
+3452-FLHYD,Male,0,Yes,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.95,495.15,0
+2388-LAESQ,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.85,8317.95,0
+9531-NSBMR,Female,0,No,No,36.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.25,679.8,0
+6260-ONULR,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,62.8,62.8,0
+4389-UEFCZ,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,105.5,7544.0,0
+8711-LOBKY,Male,0,Yes,Yes,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,1188.25,0
+9134-CEQMF,Male,1,Yes,No,7.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,676.7,1
+8985-OOPOS,Female,0,No,No,1.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),74.1,74.1,0
+8800-ZKRFW,Female,0,Yes,Yes,30.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,107.5,3242.5,0
+2616-FLVQC,Male,0,No,No,64.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,1240.15,0
+9968-FFVVH,Male,0,No,No,63.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Bank transfer (automatic),68.8,4111.35,0
+3108-PCCGG,Male,1,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),84.45,5899.85,0
+7993-PYKOF,Male,0,Yes,No,8.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75.0,632.95,1
+8390-FESFV,Female,0,No,No,62.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),84.5,5193.2,0
+3022-BEXHZ,Male,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.2,7530.8,0
+5027-XWQHA,Male,0,No,No,6.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.75,270.95,1
+6248-TKCQV,Female,0,Yes,Yes,70.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.6,5460.2,0
+6729-GDNGC,Female,1,No,No,20.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),80.7,1614.2,0
+6198-ZFIOJ,Female,0,No,No,5.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.6,402.5,0
+5989-OMNJE,Female,0,Yes,Yes,24.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,57.6,1367.75,0
+4566-QVRRW,Female,0,Yes,No,11.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.05,483.7,1
+1291-CUOCY,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.6,7962.2,0
+9795-SHUHB,Female,0,Yes,Yes,66.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),58.2,3810.8,0
+3230-IUALN,Female,0,Yes,Yes,45.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,81.0,3533.6,0
+0042-RLHYP,Female,0,Yes,Yes,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,1396.9,0
+8519-IMDHU,Male,1,Yes,No,15.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.6,1345.55,1
+4945-RVMTE,Female,0,No,No,28.0,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),59.55,1646.45,0
+0201-OAMXR,Female,0,No,No,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),115.55,8127.6,1
+1866-NXPSP,Female,0,No,No,36.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Mailed check,75.55,2680.15,0
+3372-KWFBM,Male,1,No,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.6,1281.0,1
+7831-QGOXH,Female,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.2,1553.9,1
+6393-WRYZE,Female,0,Yes,No,34.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.65,3207.55,1
+3941-XTSKM,Male,0,Yes,Yes,42.0,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),45.1,2049.05,0
+1661-CZBAU,Male,0,No,No,48.0,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),70.95,3629.2,0
+6599-RCLCJ,Male,0,Yes,No,47.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,109.55,5124.55,1
+9831-BPFRI,Female,0,Yes,Yes,39.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,89.55,3474.45,1
+5158-RIVOP,Female,0,Yes,Yes,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.9,202.3,0
+9788-YTFGE,Male,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,147.5,0
+9277-JOOMO,Female,0,No,No,3.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.6,86.35,0
+1907-YLNYW,Male,0,No,No,8.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,66.7,579.0,0
+1725-MIMXW,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.45,19.45,1
+8947-YRTDV,Male,0,Yes,Yes,32.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,No,Mailed check,94.8,3131.55,0
+3161-ONRWK,Male,0,Yes,Yes,60.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),65.85,3928.3,0
+0114-RSRRW,Female,0,Yes,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.95,187.75,0
+4565-NLZBV,Female,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.65,1710.15,0
+0031-PVLZI,Female,0,Yes,Yes,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,76.35,1
+7206-GZCDC,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.25,69.25,1
+6682-VCIXC,Female,0,Yes,Yes,43.0,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),51.25,2151.6,0
+4791-QRGMF,Male,0,Yes,No,59.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),99.5,5961.1,1
+6475-VHUIZ,Female,0,Yes,No,23.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,54.25,1221.55,0
+3910-MRQOY,Female,0,Yes,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.4,1496.45,0
+0661-WCQNQ,Male,0,Yes,No,22.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,Yes,Credit card (automatic),56.25,1292.2,0
+7537-RBWEA,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.15,25.15,0
+4656-CAURT,Male,0,No,No,69.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.95,1713.1,0
+0121-SNYRK,Male,0,No,No,50.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,35.4,1748.9,0
+1768-ZAIFU,Female,1,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.2,25.2,1
+4671-LXRDQ,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.0,96.45,1
+3733-LSYCE,Female,0,Yes,No,15.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.35,1114.55,0
+6265-FRMTQ,Male,0,No,No,31.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,609.1,0
+1934-SJVJK,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,1
+3838-OZURD,Male,0,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.0,7133.25,1
+9269-CQOOL,Male,0,No,Yes,3.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),54.7,169.45,1
+2017-CCBLH,Female,0,No,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.0,141.6,0
+7690-KPNCU,Male,0,Yes,Yes,64.0,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),73.05,4688.65,0
+0536-BGFMZ,Female,0,Yes,No,28.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,563.05,0
+2293-IJWPS,Female,0,Yes,No,57.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),100.75,5985.0,0
+2845-HSJCY,Female,0,Yes,Yes,14.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,87.25,1258.6,1
+5469-NUJUR,Male,0,No,No,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.95,373.5,0
+1184-PJVDB,Male,0,Yes,No,10.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.95,857.2,1
+2625-TRCZQ,Female,0,Yes,No,51.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.65,2553.35,0
+4102-HLENU,Female,0,Yes,No,67.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Mailed check,65.65,4322.85,0
+7266-GSSJX,Male,0,Yes,Yes,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.45,250.8,0
+7722-VJRQD,Male,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),60.95,4549.05,0
+7073-QETQY,Male,0,Yes,Yes,66.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.35,1359.5,0
+9415-DPEWS,Female,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,88.35,1639.3,1
+5624-RYAMH,Female,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.5,178.85,0
+0196-JTUQI,Female,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.2,633.85,0
+7130-YXBRO,Male,0,Yes,No,48.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),111.45,5315.1,0
+9272-LSVYH,Male,0,No,No,10.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.15,735.5,0
+7943-RQCHR,Female,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,889.9,1
+3793-MMFUH,Female,1,No,No,13.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.05,1290.0,1
+3249-ZPQRG,Male,0,No,No,4.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,78.45,330.05,1
+2568-BRGYX,Male,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,237.95,1
+3084-DOWLE,Female,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),92.0,6474.4,0
+1084-MNSMJ,Female,0,Yes,Yes,51.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),85.5,4421.95,0
+7721-JXEAW,Male,0,Yes,No,59.0,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),41.05,2452.7,1
+7249-WBIYX,Male,0,Yes,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.6,813.85,1
+4238-HFHSN,Male,1,Yes,No,61.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,82.15,4904.85,0
+6250-CGGUN,Male,0,No,No,54.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,One year,No,Electronic check,84.4,4484.05,0
+5478-JJVZK,Female,0,No,No,33.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,60.9,2033.85,0
+7596-IIWYC,Female,0,No,No,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.25,538.2,0
+6567-HOOPW,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.2,79.2,1
+9793-WECQC,Male,0,No,No,23.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Mailed check,95.3,2192.9,0
+4291-HPAXL,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,19.85,0
+8999-YPYBV,Male,0,Yes,Yes,45.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,84.35,3858.05,0
+1839-FBNFR,Female,0,Yes,Yes,39.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.85,854.8,0
+3164-AALRN,Male,0,No,No,5.0,Yes,No,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,70.0,347.4,1
+3071-MVJCD,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),82.3,5815.15,0
+1697-BCSHV,Female,0,Yes,Yes,58.0,Yes,Yes,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),66.8,3970.4,0
+0562-KBDVM,Female,0,No,No,70.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),44.6,3058.15,0
+1131-SUEKT,Male,0,Yes,Yes,61.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),98.45,6145.2,0
+3717-OEAUQ,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.7,129.2,0
+4538-WNTMJ,Female,0,Yes,Yes,46.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.95,1165.9,0
+3334-CTHOL,Female,0,No,No,1.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.95,49.95,1
+4704-ERYFC,Female,0,Yes,No,22.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.25,1554.0,1
+9432-RUVSL,Female,0,No,No,48.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),102.5,4904.25,0
+8060-HIWJJ,Male,0,No,No,64.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.55,5632.55,0
+7684-XSZIY,Male,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,1643.25,0
+9089-UOWJG,Female,0,Yes,Yes,12.0,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),58.35,740.55,0
+8621-MNIHH,Female,1,Yes,No,34.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.25,3217.55,1
+8039-ACLPL,Female,0,Yes,Yes,72.0,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,No,Credit card (automatic),68.75,4888.2,0
+9885-AIBVB,Male,0,Yes,No,29.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,85.8,2440.25,0
+1934-MKPXS,Male,0,Yes,Yes,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.1,620.55,0
+2592-YKDIF,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,20.35,0
+2272-JKMSI,Female,0,Yes,Yes,62.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,110.8,6840.95,0
+0471-LVHGK,Male,0,Yes,No,41.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,73.0,3001.2,1
+9518-RWHZL,Female,0,No,No,64.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),100.05,6254.2,1
+8714-CTZJW,Female,0,No,No,4.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),82.85,319.6,0
+3569-EDBPQ,Female,0,No,No,24.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,84.35,1938.05,0
+3131-NWVFJ,Female,0,Yes,Yes,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.55,294.5,0
+7521-YXVZY,Male,0,No,Yes,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,58.3,0
+5419-CONWX,Female,1,No,No,4.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.8,442.85,1
+6240-EURKS,Female,0,No,Yes,18.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.0,553.0,1
+2373-NTKOD,Male,0,No,No,8.0,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,66.25,546.45,0
+1970-KKFWL,Female,0,No,No,35.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.3,797.1,0
+6960-HVYXR,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,76.0,76.0,1
+9337-SRRNI,Male,0,No,Yes,66.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,1673.8,0
+0895-UADGO,Male,0,No,Yes,8.0,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,Two year,Yes,Mailed check,44.55,343.45,0
+5678-VFNEQ,Female,0,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.1,7412.25,0
+5977-CKHON,Female,0,Yes,Yes,43.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),92.55,4039.0,0
+7024-OHCCK,Female,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,170.85,1
+2692-BUCFV,Male,1,No,No,29.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.45,2948.6,0
+7861-UVUFT,Female,0,Yes,No,15.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,84.3,1308.4,1
+1830-GGFNM,Male,0,Yes,Yes,65.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),94.55,6078.75,0
+5302-BDJNT,Male,0,No,No,35.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,95.5,3418.2,0
+5223-UZAVK,Male,0,No,No,64.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),100.3,6603.8,0
+4859-ZSRDZ,Female,0,Yes,Yes,58.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),55.5,3166.9,0
+5651-WYIPH,Female,1,No,No,18.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.85,865.75,0
+9350-VLHMB,Male,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.55,6373.1,0
+3498-LZGQZ,Male,0,Yes,Yes,63.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.15,1177.05,0
+8785-CJSHH,Female,0,Yes,No,60.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,5985.75,0
+5357-TZHPP,Male,1,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),84.4,732.5,1
+3870-SPZSI,Female,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.05,7869.05,0
+0680-DFNNY,Male,0,Yes,No,15.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.1,1504.05,1
+7560-QRBXH,Female,0,No,Yes,48.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,936.7,0
+7077-XJMET,Male,0,Yes,No,12.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,74.15,741.4,0
+8752-GHJFU,Male,1,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,92.0,6585.2,0
+6896-SRVYQ,Male,1,No,No,44.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,73.85,3122.4,0
+7767-UXAGJ,Male,0,No,No,1.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.45,50.45,1
+4652-ODEVH,Male,0,Yes,Yes,45.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.45,1088.25,0
+6510-UPNKS,Female,0,No,No,23.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.8,615.35,0
+6718-BDGHG,Female,0,Yes,No,43.0,Yes,Yes,DSL,No,No,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),64.85,2908.2,0
+9046-DQMTP,Male,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.75,739.9,0
+6439-LAJXL,Male,0,Yes,No,9.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,68.95,593.85,0
+1571-SAVHK,Male,0,No,No,12.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.95,1132.75,1
+9052-VKDUW,Female,1,Yes,No,65.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.4,7227.45,0
+9546-CQJSU,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.4,193.6,1
+1666-JZPZT,Male,0,No,No,27.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,49.0,1291.35,0
+5777-KJIRB,Female,0,No,No,40.0,Yes,No,DSL,No,No,Yes,No,No,No,One year,Yes,Mailed check,50.25,2023.55,0
+0506-LVNGN,Female,1,No,No,5.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),75.55,349.65,1
+7677-SJJJK,Male,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.9,153.95,0
+2480-EJWYP,Female,1,Yes,No,58.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),97.8,5458.8,0
+3253-HKOKL,Female,0,Yes,Yes,52.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,No,Electronic check,100.3,5244.45,0
+7055-HNEOJ,Male,0,Yes,No,3.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,55.8,154.55,0
+5514-YQENT,Male,0,No,Yes,41.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,111.15,4507.15,0
+3211-AAPKX,Male,0,No,No,20.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,98.55,2031.95,0
+8445-DNBAE,Male,0,No,Yes,1.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.05,50.05,0
+2951-QOQTK,Male,0,No,Yes,4.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),80.8,332.45,1
+2958-NHPPS,Male,0,No,No,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.85,473.9,0
+6806-YDEUL,Female,1,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,106.8,0
+1735-XMJVH,Male,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.35,152.6,0
+6890-PFRQX,Male,0,No,No,18.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,69.5,1199.4,0
+0222-CNVPT,Male,1,No,No,52.0,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),48.8,2555.05,0
+5899-OUVKV,Male,0,No,No,31.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.5,2979.2,0
+8681-ICONS,Male,0,Yes,Yes,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.65,654.85,0
+1621-YNCJH,Female,0,Yes,No,36.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),106.05,3834.4,0
+3473-XIIIT,Female,0,Yes,No,16.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.0,1534.75,1
+6362-QHAFM,Male,0,Yes,No,42.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,108.3,4586.15,0
+7893-IXHRQ,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.55,20.55,1
+3070-BDOQC,Female,0,No,No,60.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,99.65,5941.05,0
+2952-QAYZF,Male,0,No,No,5.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,85.3,424.15,1
+6234-PFPXL,Male,0,Yes,No,22.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,No,Credit card (automatic),95.9,2234.95,0
+9824-QCJPK,Male,0,Yes,No,36.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.0,666.75,0
+4763-PGDPO,Female,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.4,281.0,1
+4283-IVYCI,Male,0,No,No,9.0,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,64.95,547.8,0
+1866-OBPNR,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),74.6,74.6,0
+8205-MQUGY,Male,0,Yes,Yes,12.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.2,571.15,0
+8970-ANWXO,Female,0,No,No,23.0,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,73.75,1756.6,0
+9480-BQJEI,Male,0,No,No,62.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Bank transfer (automatic),92.3,5731.45,0
+5394-SVGJV,Male,0,No,No,37.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),98.8,3475.55,1
+6979-TNDEU,Female,0,No,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.2,156.85,0
+9777-WJJPR,Male,0,Yes,No,31.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Credit card (automatic),88.65,2683.2,0
+9283-LZQOH,Male,0,Yes,Yes,13.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.4,896.75,1
+7079-QRCBC,Female,0,No,No,24.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.75,2407.3,1
+9495-SKLKD,Male,0,Yes,Yes,45.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.95,4456.65,0
+6048-UWKAL,Female,1,Yes,No,69.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),105.4,6998.95,0
+5067-DGXLL,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,36.8,0
+5469-CTCWN,Male,0,Yes,Yes,61.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,106.0,6547.7,1
+9851-QXEEQ,Male,0,No,No,41.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.7,4346.4,1
+6281-FKEWS,Female,0,No,No,44.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,49.05,2265.0,0
+8898-KASCD,Male,0,No,No,39.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,No,Mailed check,35.55,1309.15,0
+9242-TKFSV,Male,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),65.1,4754.3,0
+9290-SHCMB,Female,1,No,No,13.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.85,1235.55,0
+0743-HNPFG,Female,0,Yes,Yes,51.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Credit card (automatic),69.75,3562.5,0
+2277-BKJKN,Female,1,Yes,No,71.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,99.2,7213.75,0
+9809-IMGCQ,Male,1,No,No,22.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.7,2082.95,1
+5208-HFSBT,Female,0,No,No,2.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),55.05,102.75,1
+5035-PGZXH,Female,0,No,No,56.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.8,5914.4,0
+8695-WDYEA,Male,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,51.25,51.25,0
+6543-JXSOO,Female,0,Yes,Yes,23.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,57.75,1282.85,0
+8016-ZMGMO,Female,1,Yes,No,66.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),70.85,4738.85,0
+8605-ITULD,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,0
+3254-YRILK,Male,1,No,No,19.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.2,1775.8,1
+6416-YJTTB,Male,0,No,No,11.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.5,795.65,0
+2667-WYLWJ,Female,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.75,145.0,1
+4472-VESGY,Female,0,Yes,Yes,52.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),98.15,4993.4,0
+3195-TQDZX,Male,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.25,61.45,0
+3128-YOVTD,Female,0,Yes,Yes,51.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.15,4018.55,0
+0529-ONKER,Male,1,No,No,15.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.65,1146.65,1
+1728-CXQBE,Male,1,Yes,No,64.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.25,6081.4,0
+7041-TXQJH,Female,0,No,No,37.0,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),40.2,1478.85,0
+5014-GSOUQ,Male,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,243.65,0
+5724-BIDBU,Male,0,Yes,No,49.0,Yes,Yes,DSL,Yes,No,No,No,No,No,One year,Yes,Electronic check,55.35,2633.95,0
+0481-SUMCB,Female,1,No,No,45.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),102.15,4735.35,0
+1769-GRUIK,Female,0,No,No,18.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.1,1247.75,0
+5240-IJOQT,Male,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,1
+8819-WFGGJ,Male,0,Yes,No,68.0,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),54.1,3794.5,0
+7427-AUFPY,Male,0,No,No,54.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,1008.7,0
+2811-POVEX,Female,1,Yes,Yes,23.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),88.45,2130.55,0
+1092-GANHU,Male,0,No,No,17.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,76.65,1313.55,1
+7898-PDWQE,Male,0,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),80.4,5727.15,0
+9972-EWRJS,Female,0,Yes,Yes,67.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.25,1372.9,0
+9314-IJWSQ,Female,0,Yes,Yes,14.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.8,1203.9,0
+0661-XEYAN,Female,1,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.8,25.8,1
+5799-JRCZO,Female,0,No,Yes,63.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,1215.1,0
+1921-KYSAY,Female,0,No,No,41.0,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Electronic check,68.6,2877.05,0
+6198-RTPMF,Female,0,Yes,No,17.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,92.6,1579.7,0
+2924-KHUVI,Male,0,Yes,No,56.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,100.55,5514.95,0
+1925-GMVBW,Female,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.55,96.1,0
+7881-EVUAD,Female,0,No,No,2.0,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,42.6,72.4,1
+6184-DYUOB,Female,0,Yes,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,55.25,0
+9207-ZPANB,Male,0,No,No,37.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Electronic check,67.45,2443.3,0
+5766-XQXMQ,Female,0,No,No,29.0,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),68.85,1970.5,1
+9327-QSDED,Male,0,No,No,8.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.55,335.4,0
+1656-DRSMG,Female,0,No,No,63.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.85,7002.95,0
+3012-VFFMN,Female,0,Yes,Yes,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,158.95,0
+2984-AFWNC,Female,0,No,No,3.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,95.4,293.15,0
+0640-YJTPY,Male,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.0,1493.75,0
+8096-LOIST,Female,0,No,No,19.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,56.2,1093.4,0
+9764-REAFF,Female,0,Yes,No,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),18.4,1057.85,0
+3703-VAVCL,Male,0,Yes,Yes,2.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),90.0,190.05,1
+7107-UBYKY,Female,0,Yes,Yes,35.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.75,882.55,0
+4881-GQJTW,Male,0,No,No,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.6,300.4,0
+8519-QJGJD,Female,0,No,No,14.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,75.35,1025.95,1
+7876-DNYAP,Female,0,Yes,Yes,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,1436.95,0
+7905-NJMXS,Male,1,Yes,No,7.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,64.2,475.0,0
+2882-WDTBA,Male,0,Yes,Yes,69.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),75.75,5388.15,0
+2091-GPPIQ,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,78.95,5730.15,0
+6326-MTTXK,Male,0,No,No,8.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,100.85,819.55,1
+5071-FBJFS,Female,0,Yes,Yes,4.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,50.3,217.1,0
+2796-UUZZO,Male,0,Yes,Yes,63.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),80.3,4896.35,0
+2429-AYKKO,Male,0,No,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1434.1,0
+9798-OPFEM,Female,0,No,No,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,21.1,937.1,0
+0330-IVZHA,Female,0,Yes,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.95,330.15,1
+3794-NFNCH,Male,0,Yes,No,30.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50.0,1474.9,0
+5193-QLVZB,Male,0,No,No,63.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.75,6536.5,0
+7114-AEOZE,Female,0,No,No,60.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1128.1,0
+2886-KEFUM,Female,0,Yes,No,63.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.5,6873.75,1
+5522-NYKPB,Male,0,Yes,Yes,25.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,85.9,2199.05,0
+4237-RLAQD,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,1
+9957-YODKZ,Male,1,Yes,No,6.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.8,457.1,0
+6518-KZXCB,Male,0,No,No,22.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,566.5,0
+2245-ADZFJ,Female,0,Yes,Yes,31.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),80.55,2471.6,0
+7776-QGYJC,Female,0,Yes,Yes,39.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),81.5,3107.3,0
+9313-QOLTZ,Male,0,No,No,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,518.3,0
+9651-GTSAQ,Female,0,Yes,No,53.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.1,5769.75,1
+3186-BAXNB,Female,0,No,No,1.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Electronic check,91.7,91.7,1
+4672-FOTSD,Male,0,No,No,12.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,67.25,832.3,0
+0637-YLETY,Female,0,No,No,16.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),95.6,1555.65,1
+9818-XQCUV,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,45.3,0
+7338-ERIVA,Male,0,No,Yes,39.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,One year,No,Bank transfer (automatic),45.05,1790.6,0
+1157-BQCUW,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,74.95,1
+8259-NFJTV,Female,0,Yes,Yes,7.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,34.65,246.6,0
+3223-DWFIO,Male,1,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.35,261.65,0
+2660-EMUBI,Male,1,No,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.35,898.35,1
+6968-GMKPR,Female,0,No,No,55.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.55,4509.5,0
+4751-ERMAN,Male,0,Yes,Yes,72.0,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),75.4,5480.25,0
+1436-ZMJAN,Female,0,Yes,No,10.0,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),67.8,653.15,0
+3292-PBZEJ,Male,1,No,No,11.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.4,1183.05,0
+0799-DDIHE,Female,0,Yes,Yes,15.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.3,639.45,0
+3070-FNFZQ,Female,0,Yes,Yes,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,478.75,0
+2812-SFXMJ,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,0
+7675-OZCZG,Female,1,No,No,3.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.0,127.1,1
+5014-WUQMG,Male,0,Yes,Yes,47.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,96.1,4391.45,0
+5312-TSZVC,Female,0,No,Yes,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,270.6,0
+2003-CKLOR,Male,0,No,No,66.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,99.5,6710.5,1
+0993-OSGPT,Female,1,Yes,No,68.0,Yes,No,DSL,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),60.65,3975.9,0
+9254-RBFON,Female,0,Yes,Yes,17.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),98.6,1704.95,1
+1205-WNWPJ,Female,0,No,No,7.0,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,59.5,415.95,1
+9391-EOYLI,Male,1,Yes,No,12.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.45,950.2,1
+7108-DGVUU,Female,1,Yes,No,21.0,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,One year,No,Bank transfer (automatic),71.7,1497.05,0
+2782-JEEBU,Male,0,No,No,21.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,36.0,780.15,0
+5127-BZENZ,Female,0,Yes,Yes,56.0,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,No,Bank transfer (automatic),65.2,3512.15,0
+2720-FVBQP,Female,0,Yes,Yes,6.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),48.95,273.25,0
+9906-NHHVC,Female,1,No,No,65.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),53.5,3517.9,0
+4522-XRWWI,Male,0,Yes,No,42.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Credit card (automatic),80.45,3375.9,0
+3766-EJLFL,Female,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.05,7508.55,0
+5939-SXWHM,Male,0,Yes,Yes,48.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.3,1245.05,0
+8152-UOBNY,Female,1,No,No,50.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,106.8,5347.95,0
+7351-KYHQH,Female,1,No,No,7.0,Yes,No,DSL,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,64.95,493.65,0
+7643-RCHXS,Female,0,Yes,Yes,63.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.35,1263.85,0
+8246-SHFGA,Male,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.1,385.55,0
+8387-MOJJT,Female,0,Yes,Yes,42.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),77.95,3384.0,1
+0620-XEFWH,Male,0,Yes,Yes,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.85,84.2,0
+6485-QXWWE,Female,0,No,Yes,62.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.0,1638.7,0
+2761-OCIAX,Male,1,No,No,2.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,165.4,1
+7321-VGNKU,Female,0,Yes,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.35,120.25,0
+5327-CNLUQ,Male,0,Yes,No,48.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),96.9,4473.45,0
+7552-KEYGT,Male,0,Yes,No,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.55,520.55,0
+5816-JMLGY,Female,0,Yes,Yes,70.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.4,5717.85,0
+3068-OMWZA,Male,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,88.8,88.8,1
+2927-QRRQV,Male,0,Yes,No,46.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,94.65,4312.5,0
+6032-KRXXO,Male,0,No,No,30.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.25,2755.35,1
+7459-RRWQZ,Female,0,No,No,15.0,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),64.65,994.55,1
+6265-SXWBU,Male,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),95.75,6511.25,0
+7941-RCJOW,Male,0,No,No,65.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.55,1218.65,0
+6374-NTQLP,Male,1,Yes,Yes,72.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.1,7447.7,0
+4154-AQUGT,Male,1,Yes,No,13.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.05,1169.35,1
+2387-KDZQY,Male,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.1,279.5,0
+3584-WKTTW,Male,0,Yes,No,51.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.55,5720.35,0
+3399-BMLVW,Male,0,Yes,Yes,51.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Credit card (automatic),60.5,3121.45,0
+1971-DTCZB,Female,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),90.95,6468.6,0
+3092-IGHWF,Male,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Electronic check,87.4,5918.8,1
+3374-PZLXD,Male,0,No,No,34.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,675.6,0
+3813-DHBBB,Male,0,Yes,No,67.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),50.95,3521.7,0
+2812-REYAT,Female,0,Yes,No,49.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.05,923.1,0
+6518-PPLMZ,Male,0,Yes,Yes,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.4,1110.35,0
+4939-KYYPY,Male,0,No,No,27.0,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,59.45,1611.65,0
+8017-LXHFA,Female,1,No,No,23.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,2293.6,1
+5930-GBIWP,Male,0,No,No,69.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),81.5,5553.25,0
+6022-KOUQO,Female,0,Yes,Yes,2.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),29.05,44.75,0
+6352-TWCAU,Female,0,No,No,35.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.45,3029.1,1
+2361-UPSND,Female,0,Yes,No,46.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,No,Mailed check,70.6,3231.05,0
+6035-RIIOM,Female,0,No,No,54.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),97.2,5129.45,0
+2929-QNSRW,Female,0,Yes,No,56.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,98.25,5508.35,1
+1262-OPMFY,Female,0,Yes,No,9.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.75,655.9,1
+9504-DSHWM,Male,0,No,No,20.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),59.2,1191.2,0
+5035-BVCXS,Male,0,No,No,11.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,75.9,866.4,0
+6267-DCFFZ,Female,1,Yes,No,30.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.05,2627.2,0
+3533-UVMOM,Male,0,Yes,No,68.0,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),70.95,4741.45,0
+2439-LYPMQ,Male,1,Yes,No,38.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.6,4009.2,0
+4248-QPAVC,Female,1,Yes,No,17.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),85.35,1463.45,1
+1899-VXWXM,Male,0,No,No,48.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),106.1,5082.8,1
+1478-VPOAD,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,43.8,43.8,0
+9995-HOTOH,Male,0,Yes,Yes,63.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,59.0,3707.6,0
+2988-PLAHS,Female,0,No,No,3.0,Yes,No,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,69.95,220.45,0
+1371-OJCEK,Female,0,No,No,48.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.35,1133.7,0
+4999-IEZLT,Male,0,No,No,66.0,No,No phone service,DSL,No,No,No,Yes,No,No,One year,No,Credit card (automatic),29.45,1983.15,0
+8883-ANODQ,Female,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Two year,Yes,Credit card (automatic),84.4,5746.75,0
+4690-LLKUA,Male,1,No,No,17.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.05,770.6,1
+2351-RRBUE,Female,0,Yes,Yes,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,134.05,0
+5980-BDHPY,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),87.1,6230.1,0
+1498-DQNRX,Female,0,Yes,No,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,573.05,0
+9469-WEJBT,Male,0,Yes,No,37.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.35,3419.3,0
+3331-HQDTW,Female,0,No,No,34.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,109.8,3587.25,1
+9490-DFPMD,Female,1,No,No,42.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.65,3541.35,1
+2581-VKIRT,Female,0,Yes,Yes,59.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,65.5,3801.3,0
+5442-XSDCW,Male,0,Yes,Yes,11.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),79.5,868.5,1
+7426-WEIJX,Male,1,Yes,Yes,60.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.95,4859.1,0
+2851-MMUTZ,Female,0,No,No,27.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,56.15,1439.35,0
+3049-NDXFL,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,85.8,85.8,1
+8580-AECUZ,Male,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.1,79.1,1
+3307-TLCUD,Male,0,Yes,No,17.0,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,34.4,592.75,0
+6625-FLENO,Male,0,Yes,No,58.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,1185.95,0
+2967-MXRAV,Male,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,18.8,18.8,0
+7963-GQRMY,Female,0,Yes,Yes,3.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.3,134.5,1
+8189-HBVRW,Female,0,No,No,53.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,90.8,4921.2,0
+4163-KIUHY,Male,0,No,No,35.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.6,901.25,0
+1228-FZFRV,Male,0,Yes,Yes,50.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),105.95,5341.8,1
+3500-NSDOA,Male,0,Yes,Yes,68.0,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Two year,No,Credit card (automatic),70.8,4859.95,0
+1171-TYKUR,Male,0,Yes,No,47.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,25.4,1139.2,0
+3761-FLYZI,Female,1,Yes,No,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.8,7082.45,0
+2058-DCJBE,Male,0,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.75,324.6,1
+5364-XYIRR,Male,0,Yes,No,51.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.65,4812.75,1
+4829-AUOAX,Female,0,No,No,46.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),96.05,4399.5,1
+1219-NNDDO,Female,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.85,663.55,0
+8388-DMKAE,Female,0,No,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.25,174.65,0
+4403-BWPAY,Male,0,No,No,14.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),24.8,321.7,0
+9659-QEQSY,Female,0,No,No,45.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,115.65,5125.5,0
+5405-ZMYXQ,Female,0,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.6,548.9,0
+5047-LHVLY,Male,1,No,Yes,1.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50.15,50.15,1
+1442-OKRJE,Male,0,Yes,Yes,66.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.15,7031.3,0
+4737-AQCPU,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),72.1,5016.65,0
+9158-VCTQB,Female,0,Yes,No,41.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),113.6,4594.95,1
+2808-CHTDM,Female,0,Yes,Yes,23.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.1,611.45,0
+6311-UEUME,Female,0,No,No,29.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.9,2384.15,1
+0793-TWELN,Female,0,No,No,4.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.15,319.85,0
+3283-WCWXT,Male,0,Yes,Yes,6.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,153.3,0
+1060-ENTOF,Female,1,Yes,No,67.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),105.4,7035.6,0
+0999-QXNSA,Male,1,No,Yes,7.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.75,344.2,0
+5451-MHQOF,Male,0,Yes,Yes,56.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,24.45,1431.65,0
+4836-WNFNO,Female,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.0,1849.2,0
+9225-BZLNZ,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,85.25,6083.1,0
+0354-VXMJC,Male,0,Yes,Yes,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,426.65,0
+4422-QVIJA,Female,0,No,Yes,35.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.15,1655.35,0
+9365-SRSZE,Male,1,Yes,No,27.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.55,1943.9,0
+6839-ITVZJ,Female,0,Yes,Yes,26.0,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,60.05,1616.15,1
+8332-OSJDW,Male,0,Yes,Yes,12.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,26.4,314.95,0
+4735-BJKOU,Female,0,No,No,40.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,804.85,0
+0274-JKUJR,Male,0,Yes,Yes,7.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,58.85,465.7,0
+5740-YHGTW,Male,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),97.55,6669.05,0
+8917-SZTTJ,Male,0,Yes,Yes,60.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,1161.75,0
+1696-MZVAU,Male,0,Yes,Yes,39.0,No,No phone service,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),25.25,947.75,0
+7359-WWYJV,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),114.45,8375.05,0
+0375-HVGXO,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,34.7,34.7,1
+4906-ZHGPK,Male,0,Yes,Yes,54.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,70.7,3770.0,0
+8593-WHYHV,Male,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.3,264.8,1
+3795-GWTRD,Female,0,Yes,Yes,63.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),75.55,4707.85,0
+1298-PHBTI,Male,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Two year,Yes,Electronic check,84.8,6152.4,0
+6223-DHJGV,Female,0,No,No,42.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.65,958.1,0
+6961-MJKBO,Male,0,No,No,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.45,943.0,0
+6097-EQISJ,Female,0,Yes,Yes,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),102.45,6615.15,1
+4423-YLHDV,Female,0,Yes,No,21.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.4,2200.25,1
+8158-WPEZG,Male,0,No,No,11.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,35.65,425.1,0
+0107-YHINA,Male,0,No,Yes,1.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.75,99.75,1
+4918-FYJNT,Female,1,Yes,No,55.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,90.45,5044.8,0
+0727-BNRLG,Male,0,No,No,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),97.65,6743.55,0
+4854-CIDCF,Female,1,No,No,3.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,73.85,196.4,0
+8640-SDGKB,Male,0,No,No,4.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,74.4,299.7,1
+3280-MRDOF,Male,1,No,No,30.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),69.1,2093.9,0
+6435-SRWBJ,Female,0,No,No,5.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,82.75,417.75,0
+9964-WBQDJ,Female,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.4,1725.4,0
+6303-KFWSL,Female,0,No,No,29.0,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Electronic check,55.25,1620.2,0
+1702-CCFNJ,Male,0,Yes,No,52.0,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.35,3169.55,0
+8932-CZHRQ,Male,0,No,No,68.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),76.75,5233.25,0
+0386-CWRGM,Female,0,Yes,Yes,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,967.85,0
+5515-RUGKN,Male,0,No,No,8.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),54.75,438.05,0
+0404-AHASP,Male,0,Yes,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1421.9,0
+7279-NMVJC,Female,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.9,323.15,0
+2081-VEYEH,Male,0,No,No,3.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,107.95,318.6,0
+6407-UTSLV,Female,1,No,No,2.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),83.8,163.7,0
+4116-TZAQJ,Female,0,No,No,9.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.25,639.65,1
+9060-HJJRW,Female,0,No,No,51.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),56.4,2928.5,0
+2587-YNLES,Female,0,Yes,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,100.35,0
+7398-SKNQZ,Female,0,Yes,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.9,273.2,0
+5935-FCCNB,Female,1,No,No,17.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,1608.15,0
+1958-RNRKS,Male,0,Yes,No,30.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,49.9,1441.95,0
+5136-RGMZO,Male,0,No,No,31.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,71.05,2168.15,0
+8345-MVDYC,Female,0,No,No,45.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),81.65,3618.7,0
+8226-BXGES,Male,0,Yes,No,64.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),89.45,5692.65,0
+3877-JRJIP,Male,0,No,No,1.0,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,59.85,59.85,1
+8375-DKEBR,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,1
+9705-IOVQQ,Male,1,Yes,Yes,61.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Electronic check,99.0,5969.3,0
+1015-OWJKI,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,19.05,0
+7511-YMXVQ,Male,0,No,No,9.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,45.4,418.8,1
+2040-XBAVJ,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.45,8100.55,0
+7551-JOHTI,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,19.5,1
+8887-IPQNC,Female,0,Yes,No,7.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.25,313.45,0
+8646-JCOMS,Female,0,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),90.55,6130.95,0
+9804-ICWBG,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,1
+1222-KJNZD,Male,0,Yes,Yes,40.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.4,745.3,0
+0106-GHRQR,Male,0,No,No,16.0,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),71.4,1212.1,0
+5318-IXUZF,Female,0,No,No,2.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),87.15,183.75,1
+3768-VHXQO,Male,0,Yes,No,67.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.85,1583.5,0
+8952-WCVCD,Female,0,Yes,No,41.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.45,4162.05,0
+2418-TPEUN,Female,0,Yes,Yes,56.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1119.9,0
+3963-RYFNS,Female,0,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.45,8013.55,0
+3198-VELRD,Female,0,Yes,Yes,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),84.75,264.85,1
+8540-ZQGEA,Female,0,Yes,No,54.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1102.4,0
+1320-REHCS,Male,1,No,No,52.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.75,5832.0,0
+4137-JOPHL,Female,0,No,No,50.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),89.7,4304.5,0
+9436-ZBZCT,Male,0,No,No,14.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,89.95,1178.4,1
+7801-CEDNV,Male,0,Yes,No,27.0,Yes,No,DSL,Yes,No,No,No,No,No,One year,No,Credit card (automatic),48.7,1421.75,0
+2057-BOYKM,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),96.6,6827.5,0
+3658-QQJYD,Male,0,No,No,62.0,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),74.3,4698.05,0
+1803-BGNBD,Female,0,No,No,12.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,54.3,654.5,0
+0134-XWXCE,Female,1,No,No,44.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),74.85,3268.05,0
+6950-TWMYB,Male,0,Yes,Yes,54.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),79.95,4362.05,0
+5848-FHRFC,Female,0,No,No,68.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.05,1386.9,0
+2243-FNMMI,Male,0,No,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,415.4,0
+2511-MORQY,Male,0,Yes,Yes,50.0,Yes,Yes,DSL,No,No,Yes,No,No,No,One year,No,Bank transfer (automatic),54.9,2614.1,0
+5356-KZCKT,Male,0,No,No,58.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.45,1513.6,0
+9470-XCCEM,Male,0,Yes,Yes,35.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.65,3161.6,0
+6519-CFDBX,Female,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.4,80.95,0
+3902-MIVLE,Male,0,Yes,Yes,63.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,75.7,4676.7,0
+0409-WTMPL,Female,0,Yes,No,58.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),110.65,6526.65,0
+8763-KIAFH,Female,0,Yes,Yes,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.55,583.3,0
+3669-WHAFY,Female,0,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.15,8078.1,0
+3055-VTCGS,Female,0,No,No,63.0,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,No,Credit card (automatic),58.55,3503.5,0
+3144-KMTWZ,Male,0,Yes,No,71.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),93.25,6669.45,0
+7279-BUYWN,Female,1,No,No,41.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,113.2,4689.5,1
+7156-MHUGY,Male,1,No,No,13.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.5,1201.15,1
+7198-GLXTC,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,79.0,143.65,1
+2007-QVGAW,Female,0,Yes,Yes,68.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.35,1292.65,0
+5207-PLSTK,Male,0,Yes,Yes,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.75,48.75,0
+2307-FYNNL,Male,1,No,No,65.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.05,7108.2,0
+5605-XNWEN,Male,1,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.0,1802.55,0
+2155-AMQRX,Female,0,No,No,28.0,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),54.9,1505.15,0
+6181-AXXYF,Male,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,1859.1,0
+5091-HFAZW,Female,0,No,No,2.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.15,168.5,0
+0516-VRYBW,Female,0,No,Yes,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.15,390.85,1
+2519-LBNQL,Male,1,Yes,No,60.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.35,6339.45,0
+8623-ULFNQ,Female,1,No,No,26.0,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,66.05,1652.4,0
+8380-PEFPE,Male,0,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.65,71.65,1
+5687-DKDTV,Female,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,77.5,1
+1568-LJSZU,Male,0,Yes,Yes,68.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),92.2,6392.85,0
+7530-HDYDS,Female,0,No,No,38.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),84.25,3264.5,1
+7789-HKSBS,Female,1,Yes,No,42.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,4599.15,0
+7416-CKTEP,Female,0,Yes,No,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.6,1134.25,0
+2586-CWXVV,Male,0,Yes,No,54.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.4,1621.35,0
+3096-IZETN,Female,0,No,No,12.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),78.1,947.3,1
+2348-KCJLT,Female,0,Yes,No,44.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Mailed check,61.5,2722.2,0
+8401-EMUWF,Male,0,Yes,Yes,42.0,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.4,3058.3,0
+4193-IBKSW,Male,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1769.6,0
+5377-NDTOU,Female,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,91.05,6293.75,0
+5922-ABDVO,Female,0,Yes,No,19.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,89.65,1761.05,1
+2474-LCNUE,Female,0,Yes,No,23.0,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),73.65,1642.75,0
+0839-QNXME,Female,0,No,No,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,578.5,0
+3506-OVLKD,Male,0,No,No,35.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),26.2,954.9,0
+9172-ANCRX,Female,0,No,No,10.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,973.25,1
+6650-VJONK,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),43.85,43.85,0
+2178-PMGCJ,Male,0,No,No,22.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.7,1490.4,0
+7492-TAFJD,Male,0,Yes,Yes,7.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Mailed check,38.55,280.0,0
+2773-MADBQ,Female,0,No,No,36.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,53.1,1901.25,0
+6016-LVTJQ,Female,0,Yes,Yes,34.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,716.4,0
+7860-KSUGX,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Credit card (automatic),64.45,4720.0,0
+8966-KZXXA,Male,0,Yes,Yes,36.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.1,930.95,0
+6910-HADCM,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.35,76.35,1
+4816-LXZYW,Female,0,No,No,23.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.15,1676.95,1
+9606-PBKBQ,Male,1,Yes,No,32.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.0,2642.05,1
+5149-QYTTU,Female,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),95.15,6770.85,0
+2070-XYMFH,Female,1,No,No,23.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.35,1835.3,0
+2085-BOJKI,Male,0,Yes,No,17.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),96.65,1588.25,0
+0817-HSUSE,Male,0,No,No,1.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,75.5,75.5,0
+5442-PPTJY,Male,0,Yes,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,258.35,0
+1927-QEWMY,Female,0,Yes,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1502.25,0
+1663-MHLHE,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.2,19.2,0
+5663-QBGIS,Male,1,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),98.35,6929.4,0
+4450-MDZFX,Male,0,Yes,Yes,60.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.35,4453.3,0
+6701-DHKWQ,Female,0,Yes,Yes,61.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),51.35,3244.4,0
+7554-AKDQF,Female,0,Yes,No,6.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.65,323.45,0
+3536-IQCTX,Male,1,Yes,No,32.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.3,2661.1,1
+4911-BANWH,Female,0,No,Yes,31.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),86.55,2697.4,1
+8496-EJAUI,Male,0,No,No,19.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.85,1424.5,1
+0794-YVSGE,Male,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,1401.15,0
+5423-BHIXO,Female,0,No,No,32.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,54.2,1739.6,0
+6908-VVYHM,Male,0,Yes,No,65.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.65,5931.0,0
+2959-EEXWB,Female,0,Yes,Yes,45.0,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),50.9,2333.85,0
+1839-UMACK,Male,0,No,No,42.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,25.05,949.85,0
+3030-YDNRM,Male,0,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.85,572.45,0
+7321-KKSDU,Male,0,No,Yes,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,696.8,0
+3402-XRIUO,Female,1,Yes,No,22.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,63.55,1381.8,0
+3132-TVFDZ,Male,1,Yes,No,57.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.85,2572.95,1
+8286-AFUYI,Male,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,47.95,47.95,0
+8080-DDEMJ,Male,1,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.1,45.1,1
+8356-WUAOJ,Female,0,Yes,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.0,45.0,0
+6365-MTGZX,Male,0,No,No,24.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,96.0,2122.45,1
+1349-WXNGG,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.05,20.05,1
+8058-DMYRU,Male,1,No,No,54.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.05,4931.8,0
+9350-ZXYJC,Female,0,No,No,4.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,116.95,0
+6990-YNRIO,Male,0,Yes,Yes,65.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),108.65,6937.95,1
+8958-JPTRR,Female,0,Yes,No,56.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.3,1261.7,0
+6959-GQEGV,Male,0,No,No,45.0,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,75.95,3273.8,0
+3173-WSSUE,Female,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1415.85,0
+1265-HVPZB,Male,0,Yes,No,59.0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),66.4,3958.2,0
+4115-UMJFQ,Male,0,No,No,69.0,No,No phone service,DSL,No,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),35.75,2492.25,0
+7369-TRPFD,Male,0,No,No,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,18.8,279.2,0
+1098-KFQEC,Female,0,Yes,Yes,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1083.0,0
+7190-XHTWJ,Female,0,No,No,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.3,755.5,0
+0621-TWIEM,Male,0,No,No,10.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.55,402.6,1
+3537-RYBHH,Female,1,Yes,No,47.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),67.45,3252.0,0
+2485-ITVKB,Female,0,Yes,No,2.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.1,68.75,1
+3669-OYSJI,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),46.2,46.2,1
+1612-EOHDH,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.15,45.15,1
+6702-OHFWR,Male,1,No,No,1.0,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,43.3,43.3,1
+5296-BFCYD,Male,0,Yes,Yes,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.1,936.85,0
+4510-PYUSH,Female,1,No,No,38.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),57.15,2250.65,1
+9359-JANWS,Female,0,Yes,No,65.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),58.9,3857.1,0
+7517-SAWMO,Female,0,Yes,No,19.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.2,1441.1,1
+4143-HHPMK,Male,0,No,No,52.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.35,4338.6,1
+3279-DYZQM,Male,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.45,1378.45,0
+7054-LGEQW,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.95,45.95,1
+0523-VNGTF,Female,1,No,No,52.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,50.5,2566.3,0
+9575-IWCAZ,Male,0,Yes,No,6.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.1,171.0,0
+7105-MXJLL,Female,1,Yes,No,26.0,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,No,Mailed check,60.7,1597.4,0
+7064-FRRSW,Male,1,No,No,48.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,99.0,4744.35,0
+7940-UQQUG,Female,0,Yes,Yes,64.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.4,6721.6,0
+0923-PNFUB,Female,0,No,No,3.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,83.75,247.25,1
+3961-SXAXY,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.05,44.05,0
+7010-BRBUU,Male,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.1,1734.65,0
+3566-HJGPK,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.55,45.55,0
+3062-ICYZQ,Female,0,Yes,Yes,51.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,93.8,4539.35,0
+9938-PRCVK,Female,0,Yes,Yes,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,804.25,0
+0973-KYVNF,Female,0,Yes,Yes,72.0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),70.65,5011.15,0
+5129-HHMZC,Female,0,Yes,No,43.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.45,3574.5,0
+9637-CDTKZ,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.1,8086.4,0
+3946-JEWRQ,Male,0,Yes,No,47.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),95.2,4563.0,0
+7873-CVMAW,Male,0,No,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.55,6362.35,0
+0463-WZZKO,Male,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.75,67.1,0
+3494-JCHRQ,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.05,70.05,1
+6474-FVJLC,Male,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.0,165.45,1
+4524-QCSSM,Male,0,No,No,26.0,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),44.65,1156.55,0
+5832-EXGTT,Male,0,Yes,Yes,29.0,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,60.2,1834.15,0
+8840-DQLGN,Female,1,Yes,No,35.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),100.5,3653.35,1
+2039-JONDJ,Male,0,No,No,27.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Bank transfer (automatic),55.45,1477.65,0
+7217-JYHOQ,Male,0,Yes,Yes,24.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),70.3,1706.45,0
+6695-FRVEC,Male,0,Yes,Yes,67.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),60.4,3953.7,0
+4547-LYTDD,Female,0,No,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,72.65,1194.3,1
+9894-QMIMJ,Female,0,No,No,23.0,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),55.8,1327.85,0
+8069-YQQAJ,Male,0,No,No,14.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,31.1,419.7,0
+6770-XUAGN,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.0,21.0,1
+4193-ORFCL,Female,1,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.1,45.1,1
+1636-NTNCO,Male,1,No,No,4.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.95,207.35,0
+3466-WAESX,Male,0,No,Yes,16.0,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,69.1,1083.7,0
+9281-PKKZE,Female,0,Yes,No,46.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,43.95,2007.85,0
+3638-VBZTA,Male,0,No,Yes,68.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.5,5882.75,0
+7459-IMVYU,Male,0,No,No,38.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,69.95,2657.55,0
+7776-QWNFX,Male,1,Yes,No,30.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.4,1527.5,1
+6689-TCZHQ,Female,1,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,78.95,378.4,1
+8563-OYMQY,Male,0,No,No,17.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.95,1612.2,0
+0754-EEBDC,Male,0,Yes,Yes,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,76.65,0
+5777-ZPQNC,Female,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.15,260.7,0
+1951-IEYXM,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.6,6441.85,0
+3318-NMQXL,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.0,266.8,0
+3143-ILDAL,Male,0,No,No,56.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,94.45,5124.6,1
+1022-RKXDR,Female,0,No,No,41.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,24.85,962.25,0
+2361-FJWNO,Male,0,No,No,40.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,One year,No,Credit card (automatic),36.0,1382.9,0
+2272-UOINI,Female,0,No,No,7.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,78.5,571.05,0
+8232-UTFOZ,Male,0,No,No,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,1399.35,0
+3750-YHRYO,Male,0,Yes,Yes,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,150.0,0
+6637-KYRCV,Female,0,Yes,Yes,5.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.5,167.2,0
+5668-MEISB,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),106.1,7657.4,0
+0129-QMPDR,Male,0,Yes,Yes,44.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.5,865.05,0
+7188-CBBBA,Female,0,No,No,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,95.5,6153.85,0
+5356-CSVSQ,Female,0,No,No,3.0,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,64.6,174.2,0
+3221-CJMSG,Male,0,No,No,24.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),51.1,1269.6,0
+4720-VSTSI,Female,0,No,No,44.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),84.8,3862.55,1
+3219-JQRSL,Female,1,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.1,6352.4,0
+2801-NISEI,Male,0,No,No,24.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.95,1348.5,0
+3946-MHCZW,Male,0,No,No,1.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,50.9,50.9,1
+4623-ZKHLY,Male,0,Yes,No,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.45,471.55,0
+6732-VAILE,Male,0,Yes,Yes,70.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.95,5931.75,0
+8201-AAXCB,Male,0,Yes,Yes,25.0,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,60.35,1404.65,0
+7696-CFTAT,Male,0,Yes,Yes,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,726.1,0
+1845-CSBRZ,Female,1,Yes,Yes,22.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),85.35,1961.6,0
+2123-VSCOT,Female,0,Yes,Yes,59.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),72.1,4194.85,0
+6651-AZVTJ,Male,0,Yes,Yes,49.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,4872.45,1
+4566-GOLUK,Male,0,Yes,Yes,47.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),107.35,5118.95,1
+2484-DGXPZ,Female,0,Yes,Yes,31.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,658.95,1
+2018-QKYGT,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.05,81.05,0
+2792-VPPET,Male,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.5,76.95,0
+7409-JURKQ,Female,0,Yes,No,53.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),111.8,5809.75,0
+3247-MHJKM,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,0
+1964-SVLEA,Male,0,No,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.7,415.9,0
+4587-NUKOX,Female,0,No,No,3.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.1,246.5,1
+7297-DVYGA,Female,0,No,No,51.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,996.95,0
+2239-CGBUZ,Female,0,Yes,No,51.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),60.5,3145.15,0
+0854-UYHZD,Female,0,Yes,Yes,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,265.3,0
+7243-LCGGZ,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,20.9,0
+8267-KFGYD,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.05,21.05,0
+4890-VMUAV,Male,0,No,No,63.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Electronic check,71.5,4576.3,0
+9261-WDCAF,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,54.65,189.1,0
+3764-MNMOI,Male,0,No,No,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.2,908.15,0
+7442-YGZFK,Male,0,No,No,1.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.8,49.8,0
+0420-BWTPW,Male,0,No,Yes,8.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.5,215.2,1
+8229-BUJHX,Female,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.5,1500.95,0
+7449-HVPIV,Male,0,Yes,Yes,55.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.4,5099.15,0
+5504-WSIUR,Female,0,No,No,70.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),90.25,6385.95,0
+8183-ONMXC,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.75,159.45,1
+8466-PZBLH,Male,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),104.6,6885.75,0
+9614-RMGHA,Male,0,Yes,No,65.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),91.85,5940.85,1
+8735-IJJEG,Male,0,Yes,No,14.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),50.2,668.85,0
+0564-MUUQK,Female,0,Yes,Yes,20.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.5,1916.2,0
+5054-IEXZT,Male,0,No,Yes,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,75.35,75.35,1
+5834-ASPWA,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.45,75.45,1
+0701-RFGFI,Female,0,Yes,Yes,49.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.4,4613.95,0
+0019-EFAEP,Female,0,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),101.3,7261.25,0
+5619-PTMIK,Female,0,Yes,No,46.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,53.1,2459.8,0
+3737-XBQDD,Male,0,No,No,24.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),84.85,2048.8,0
+5882-CMAZQ,Female,0,Yes,Yes,5.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,34.25,163.55,0
+5846-QFDFI,Female,0,Yes,Yes,33.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),88.6,2888.7,0
+4445-KWOKW,Female,0,No,No,42.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),60.15,2421.6,0
+3511-APPBJ,Male,0,No,No,23.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),99.95,2292.75,0
+7967-HYCDE,Male,0,No,No,8.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.7,553.4,0
+2430-RRYUW,Male,0,No,No,66.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,Yes,Mailed check,54.8,3465.7,0
+3948-XHGNA,Male,0,No,No,24.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.55,1210.4,1
+3723-BFBGR,Male,1,No,No,24.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),54.8,1291.3,0
+0565-IYCGT,Male,0,No,No,69.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),78.6,5356.45,1
+5447-WZAFP,Female,0,No,No,53.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Mailed check,100.3,5200.8,0
+5110-CHOPY,Female,0,No,No,60.0,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Electronic check,53.6,3237.05,0
+5445-UTODQ,Female,0,Yes,No,7.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81.1,576.65,1
+4425-OWHWB,Female,0,No,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),19.35,433.75,0
+7892-QVYKW,Female,0,Yes,Yes,23.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.6,1868.4,0
+9675-ICXCT,Male,0,Yes,Yes,72.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,80.8,5728.55,0
+1024-VRZHF,Male,0,Yes,No,11.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,825.7,1
+4703-MQYKT,Male,0,No,No,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,390.4,0
+9497-QCMMS,Male,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.55,93.55,1
+5692-ICXLW,Male,1,No,No,31.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.7,2845.15,0
+0602-DDUML,Female,0,No,No,57.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,69.75,3894.4,0
+2208-MPXIO,Female,0,Yes,Yes,45.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.0,886.4,0
+1960-UYCNN,Male,0,No,No,10.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.25,1021.55,0
+0348-SDKOL,Female,0,Yes,No,58.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.1,5885.4,1
+3190-FZATL,Male,0,No,Yes,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,268.4,0
+7336-RLLRH,Male,0,Yes,No,27.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Mailed check,80.85,2204.35,0
+4373-MAVJG,Female,0,Yes,Yes,14.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),90.9,1259.0,1
+8901-HJXTF,Female,0,Yes,Yes,12.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,29.2,309.1,1
+7710-JSYOA,Female,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),93.3,6398.05,0
+5419-KLXBN,Female,0,Yes,Yes,25.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.15,2257.75,1
+3424-NMNBO,Male,1,Yes,No,58.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,108.85,6287.25,1
+9885-MFVSU,Female,0,Yes,Yes,35.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),46.35,1662.05,0
+4514-GFCFI,Female,1,No,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.75,1350.15,1
+0607-MVMGC,Male,0,Yes,Yes,45.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),78.75,3600.65,0
+3365-SAIGS,Female,0,No,No,17.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.55,1329.15,0
+9828-AOQLM,Female,0,Yes,Yes,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.7,45.7,1
+8022-BECSI,Male,0,No,No,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.6,422.5,0
+8000-REIQB,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.95,69.95,1
+9993-LHIEB,Male,0,Yes,Yes,67.0,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,67.85,4627.65,0
+0266-CLZKZ,Female,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.65,6717.9,0
+7615-ESMYF,Female,0,Yes,No,2.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,44.6,97.1,1
+3858-VOBET,Male,0,No,No,23.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,1710.45,1
+7020-OZKXZ,Female,1,No,No,9.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),75.5,637.4,0
+3977-QCRSL,Female,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,117.95,0
+0017-DINOC,Male,0,No,No,54.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,No,Credit card (automatic),45.2,2460.55,0
+1447-PJGGA,Female,0,No,No,57.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,95.25,5464.65,1
+8565-CLBZW,Male,0,No,No,24.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,89.85,2165.05,1
+9139-WQQDY,Female,0,Yes,Yes,49.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Mailed check,100.45,4941.8,1
+0224-HJAPT,Male,0,No,No,5.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,47.15,223.15,1
+8086-OVPWV,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.2,181.1,1
+9430-FRQOC,Female,0,No,Yes,4.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,87.1,341.45,1
+7639-OPLNG,Male,0,Yes,Yes,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),79.25,5731.85,0
+3074-GQWYX,Male,0,No,No,5.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.9,357.75,1
+1492-QGCLU,Male,0,Yes,Yes,53.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,85.7,4616.1,0
+6845-RGTYS,Female,0,Yes,No,47.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,98.75,4533.7,1
+7328-OWMOM,Female,0,No,Yes,31.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.1,589.25,0
+4418-LZMSV,Male,0,Yes,Yes,13.0,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.8,750.1,0
+5155-AZQPB,Female,0,Yes,Yes,28.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,49.9,1410.25,0
+8861-HGGKB,Female,0,No,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,86.45,830.85,1
+1087-GRUYI,Male,0,Yes,No,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,743.5,0
+7065-YUNRY,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.3,45.3,1
+7694-VLBWQ,Male,0,Yes,No,67.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,104.1,7040.85,1
+2546-KZAAT,Male,0,Yes,No,52.0,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,75.4,3865.45,0
+0181-RITDD,Male,0,Yes,Yes,62.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,108.15,6825.65,0
+5989-PGKJB,Female,0,No,No,16.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.25,1340.1,0
+4795-KTRTH,Female,1,Yes,No,5.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.0,371.65,1
+8272-ONJLV,Male,0,No,No,12.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Electronic check,95.7,1184.0,0
+1488-PBLJN,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.85,8477.7,0
+0308-GIQJT,Male,1,No,No,71.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),105.75,7382.85,0
+3778-FOAQW,Female,0,Yes,No,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.15,456.85,0
+4452-ROHMO,Female,0,No,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,331.6,0
+6481-OGDOO,Male,0,Yes,No,67.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),90.6,6056.15,1
+3090-LETTY,Male,0,No,Yes,2.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),60.95,134.6,0
+5349-AZPEW,Female,0,Yes,Yes,5.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.05,125.5,0
+3753-TSEMP,Female,0,Yes,No,15.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,88.15,1390.6,1
+8305-VHZBZ,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,1
+9720-JJJOR,Male,0,Yes,Yes,41.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),60.3,2511.3,0
+8100-HZZLJ,Female,0,No,Yes,43.0,Yes,No,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,63.95,2737.05,0
+8775-ERLNB,Male,1,Yes,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,74.3,74.3,0
+8309-IEYJD,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.6,70.6,0
+9172-JITSM,Female,0,Yes,Yes,26.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.8,2361.8,1
+6298-QDFNH,Male,0,No,No,22.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.35,1730.35,1
+7398-HPYZQ,Male,0,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),90.55,6404.0,0
+3546-GHEAE,Male,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.45,165.35,0
+7361-YPXFS,Female,1,No,No,28.0,Yes,Yes,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),64.45,1867.6,0
+6557-BZXLQ,Male,1,No,No,16.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.65,1043.3,0
+2550-QHZGP,Male,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,128.6,0
+7519-JTWQH,Female,0,No,No,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.5,7455.45,0
+2538-OIMXF,Female,0,No,Yes,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.7,24.7,0
+8543-MSDMF,Male,0,No,No,3.0,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,77.4,206.15,0
+9961-JBNMK,Male,1,No,No,21.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),96.8,2030.3,1
+1170-SASML,Female,0,Yes,No,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),85.4,5869.4,0
+4872-JCVCA,Female,0,Yes,No,71.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),47.6,3377.8,0
+5346-BZCHP,Female,0,Yes,Yes,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,1346.2,0
+2038-LLMLM,Female,0,No,No,48.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.85,4946.05,0
+6173-ITPWD,Male,0,Yes,No,47.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),83.35,4065.0,1
+9734-UYXQI,Female,0,No,No,2.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.4,106.55,1
+1216-BGTSP,Male,0,No,No,45.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.45,4964.7,0
+4138-NAXED,Male,0,No,No,51.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),81.0,4085.75,0
+2189-UXTKY,Female,0,Yes,No,22.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,79.2,1742.75,1
+0744-BIKKF,Male,0,No,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.65,6224.8,0
+7483-IQWIB,Male,0,Yes,Yes,37.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,92.95,3415.25,0
+5248-KWLAR,Male,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,90.35,6325.25,0
+4958-GZWIY,Male,0,Yes,Yes,7.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,48.7,340.25,1
+7996-MHXLW,Female,0,No,No,66.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.15,1683.6,0
+7833-PKIHD,Male,0,Yes,Yes,51.0,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),76.4,3966.3,0
+7061-OVMIM,Female,0,Yes,Yes,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.55,608.5,0
+5153-RTHKF,Female,0,No,No,34.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,85.35,2896.6,0
+1852-QSWCD,Male,0,Yes,Yes,64.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1514.85,0
+4832-VRBMR,Male,1,Yes,No,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.15,6792.45,0
+9079-LWTFD,Male,0,No,No,47.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,100.75,4669.2,0
+6356-ELRKD,Female,0,No,No,1.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.6,95.6,1
+8624-GIOUT,Female,0,No,No,49.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),59.75,2934.3,1
+3392-EHMNK,Female,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),94.1,6302.8,0
+5986-WWXDV,Male,0,No,Yes,39.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.35,779.2,0
+3061-BCKYI,Male,0,No,No,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,283.75,0
+6179-GJPSO,Female,1,No,No,43.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.15,4600.7,1
+7901-TBKJX,Male,1,No,No,56.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.05,5594.0,0
+7228-PAQPD,Female,0,No,No,14.0,Yes,No,DSL,No,No,No,Yes,No,Yes,One year,No,Credit card (automatic),59.1,772.85,0
+3177-LASXD,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,71.35,71.35,1
+7746-QYVCO,Male,0,Yes,Yes,16.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,Yes,Mailed check,55.85,857.8,0
+5804-HYIEZ,Male,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.05,7554.05,0
+9919-FZDED,Male,1,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),84.1,5981.65,0
+5934-TSSAU,Female,0,Yes,Yes,23.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),75.3,1702.9,0
+3486-KHMLI,Male,0,No,Yes,21.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.7,467.15,0
+4897-QSUYC,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.15,20.15,1
+1084-UQCHV,Male,0,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.75,69.75,1
+8290-YWKHZ,Female,1,Yes,No,32.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.2,2931.0,1
+2955-BJZHG,Male,0,Yes,Yes,17.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,80.85,1400.85,1
+3806-DXQOM,Female,0,No,No,4.0,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,33.65,137.85,1
+6784-XYJAE,Female,0,No,No,36.0,Yes,Yes,DSL,No,No,Yes,No,No,No,One year,No,Electronic check,55.8,1941.5,0
+3933-DQPWX,Female,0,No,No,50.0,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),39.7,1932.75,0
+6661-EIPZC,Female,0,Yes,Yes,48.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),29.5,1423.05,0
+8957-THMOA,Female,0,No,Yes,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.15,970.85,0
+2251-PYLPB,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),79.55,5810.9,0
+5555-RNPGT,Male,0,No,Yes,10.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),24.8,223.9,0
+1057-FOGLZ,Female,0,No,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,391.7,0
+9300-RENDD,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.95,79.95,1
+0761-AETCS,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.3,19.3,1
+8087-LGYHQ,Male,0,No,No,9.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.05,811.65,0
+4137-BTIKL,Male,0,No,No,2.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Mailed check,90.75,174.75,0
+2190-BCXEC,Female,0,Yes,No,40.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),78.85,3126.85,0
+6227-FBDXH,Male,0,Yes,No,69.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),99.5,6841.45,0
+2153-MREFK,Female,0,Yes,No,37.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,Yes,Electronic check,99.2,3754.6,1
+2911-WDXMV,Male,0,No,Yes,18.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),80.55,1406.65,0
+7206-PQBBZ,Male,1,Yes,No,11.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,834.7,0
+3106-ULWFW,Female,0,Yes,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.2,627.4,1
+0925-VYDLG,Female,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.25,242.0,1
+4547-FZJWE,Male,0,Yes,Yes,55.0,Yes,No,DSL,Yes,No,No,No,No,Yes,One year,No,Credit card (automatic),59.45,3157.0,0
+7422-WNBTY,Male,0,Yes,No,33.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,93.35,3092.0,0
+0842-IWYCP,Female,0,No,No,46.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.95,2168.9,0
+3521-HTQTV,Male,0,No,No,34.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.1,980.35,0
+3744-ZBHON,Female,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.2,65.95,0
+3373-DIUUN,Male,0,Yes,Yes,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.25,711.9,0
+8383-SGHJU,Female,0,No,No,33.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,No,Electronic check,59.4,1952.8,0
+7607-QKKTJ,Male,0,Yes,Yes,45.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),95.0,4368.85,0
+7707-PYBBH,Male,0,No,No,40.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,61.9,2647.1,0
+8984-HPEMB,Female,0,No,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,118.65,8477.6,0
+4349-GFQHK,Male,0,No,No,1.0,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,54.35,54.35,1
+4139-DETXS,Female,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),64.45,4528.0,0
+9779-DPNEJ,Female,0,Yes,Yes,22.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.15,1790.65,0
+9805-FILKB,Male,0,Yes,Yes,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.2,845.6,0
+5793-YOLJN,Female,0,Yes,Yes,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.0,1210.3,0
+0673-IGUQO,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,20.45,0
+4123-FCVCB,Female,0,No,No,12.0,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,75.85,854.45,0
+8819-IMISP,Male,0,No,No,31.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.45,2429.1,0
+7802-EFKNY,Male,0,Yes,No,5.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.95,100.4,1
+8311-UEUAB,Female,0,Yes,Yes,67.0,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,Two year,Yes,Electronic check,75.5,5229.45,0
+5858-EAFCZ,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.45,44.45,0
+8035-BUYVG,Male,0,Yes,No,40.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Electronic check,42.35,1716.45,1
+1163-ONYEY,Male,0,Yes,Yes,41.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),74.55,3023.55,0
+9787-XVQIU,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.3,75.3,1
+8945-MUQUF,Male,0,No,No,51.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,Yes,Electronic check,94.8,4837.6,1
+5656-MJEFC,Male,0,Yes,Yes,42.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),48.15,2032.3,0
+6082-OQFBA,Male,0,Yes,Yes,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,436.9,0
+8051-HJRLT,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.55,70.55,1
+8974-OVACP,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,0
+4010-YLMVT,Female,0,No,No,56.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),106.6,5893.95,0
+1379-FRVEB,Male,0,No,Yes,15.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.0,1430.05,0
+8612-GXIDD,Male,0,Yes,Yes,12.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.4,313.0,0
+6288-CHQJB,Female,0,Yes,Yes,54.0,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),69.95,3871.85,0
+8160-HOWOX,Female,0,No,No,7.0,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,66.85,458.1,0
+3023-GFLBR,Female,0,Yes,Yes,33.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Credit card (automatic),86.15,2745.7,1
+6648-INWPS,Male,0,Yes,Yes,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.15,341.35,0
+4223-BKEOR,Female,0,No,Yes,21.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,No,Mailed check,64.85,1336.8,0
+4079-VTGLK,Male,1,Yes,No,30.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,No,Electronic check,74.85,2181.75,0
+1763-WQFUK,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.5,147.75,0
+1391-UBDAR,Male,0,No,No,11.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,72.9,818.45,0
+8894-JVDCV,Female,0,No,No,62.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),115.05,7133.45,0
+2023-VQFDL,Male,0,No,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.0,348.8,0
+1345-GKDZZ,Male,0,No,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,128.6,0
+2014-MKGMH,Female,0,No,No,46.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,101.1,4674.4,0
+5628-FCGYG,Male,0,No,No,21.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.1,1737.45,0
+2560-WBWXF,Male,0,No,No,68.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.15,1498.85,0
+0248-IPDFW,Female,0,No,No,1.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.1,50.1,0
+7978-DKUQH,Female,0,Yes,No,25.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.6,1797.75,0
+4335-UPJSI,Female,0,No,Yes,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,498.1,0
+0524-IAVZO,Female,0,Yes,No,30.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.0,2624.25,1
+2737-YNGYW,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.55,184.1,1
+1784-EZDKJ,Male,0,Yes,No,51.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.8,5498.8,0
+9297-FVVDH,Female,0,Yes,Yes,57.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.5,4845.4,0
+8007-YYPWD,Female,0,No,No,15.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.05,369.1,0
+7101-HRBLJ,Female,0,Yes,Yes,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),83.7,6096.9,0
+5159-YFPKQ,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,75.8,160.75,1
+6635-CPNUN,Male,0,Yes,No,28.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Credit card (automatic),96.6,2684.35,0
+4021-RQSNY,Male,1,Yes,No,29.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,3004.15,1
+5453-YBTWV,Male,0,Yes,Yes,70.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),101.1,6994.8,0
+5039-LZRQT,Female,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.2,273.25,0
+2931-VUVJN,Female,1,Yes,No,59.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,94.05,5483.9,0
+9061-TIHDA,Male,1,Yes,No,13.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.25,1233.65,1
+8699-ASUFO,Male,1,Yes,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.4,527.9,1
+6418-PIQSP,Female,0,Yes,No,62.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,81.0,4985.9,0
+8220-OCUFY,Female,0,No,No,21.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Electronic check,60.25,1258.35,0
+3995-WFCSM,Female,0,No,No,2.0,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,60.85,111.4,0
+1895-QTKDO,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),43.95,43.95,0
+2038-OEQZH,Male,0,No,No,4.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,86.05,308.1,0
+1178-PZGAB,Female,0,No,No,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.25,383.65,0
+7927-AUXBZ,Female,0,No,No,30.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,85.15,2555.9,1
+2626-VEEWG,Male,0,Yes,Yes,67.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.4,1284.2,0
+2878-RMWXY,Male,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),102.65,7550.3,0
+1657-DYMBM,Male,0,Yes,No,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.9,1110.05,0
+7311-MQJCH,Female,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.55,99.6,0
+7375-WMVMT,Male,1,Yes,No,71.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),95.5,6707.15,0
+1136-XGEQU,Female,0,Yes,Yes,50.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),84.15,4164.4,0
+2530-FMFXO,Male,0,Yes,Yes,56.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,103.2,5873.75,0
+6844-DZKRF,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),50.2,109.25,0
+4695-WJZUE,Female,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,88.55,179.25,1
+7619-ODSGN,Male,0,Yes,Yes,24.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,54.75,1338.15,1
+5970-GHJAW,Male,0,Yes,Yes,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,862.4,0
+8879-XUAHX,Male,0,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,116.25,8564.75,0
+3689-MOZGR,Female,0,No,No,29.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,31.2,926.2,0
+4195-PNGZS,Male,0,Yes,Yes,69.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.45,1718.2,0
+5003-XZWWO,Male,0,Yes,No,71.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.2,5956.85,0
+3988-RQIXO,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.3,91.3,1
+7622-FWGEW,Male,1,Yes,No,56.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.65,4824.45,0
+6922-NCEDI,Male,0,No,Yes,56.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,21.2,1238.65,0
+2514-GINMM,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.5,79.5,1
+9891-NQDBD,Female,0,Yes,No,28.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.55,672.2,0
+6131-IUNXN,Female,0,Yes,Yes,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,382.2,0
+8548-AWOFC,Male,0,Yes,No,66.0,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,63.85,4264.6,0
+9798-DRYDS,Female,0,Yes,Yes,17.0,Yes,Yes,DSL,No,No,Yes,Yes,No,No,One year,Yes,Mailed check,61.95,1070.7,0
+8532-UEFWH,Male,0,Yes,Yes,52.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,1345.85,0
+6296-DDOOR,Female,0,No,No,19.0,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,No,Electronic check,58.2,1045.25,0
+7951-VRDVK,Female,0,No,No,36.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),85.85,3003.55,0
+5931-FLJJF,Male,1,Yes,No,7.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.1,467.55,1
+4815-YOSUK,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),104.9,7537.5,0
+2659-VXMWZ,Male,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,111.3,7482.1,1
+0380-NEAVX,Male,1,No,No,34.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,99.85,3343.15,0
+3207-OYBWH,Male,1,Yes,No,57.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.25,5427.05,1
+4285-GYRQC,Female,0,Yes,No,7.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,86.25,587.1,1
+7216-EWTRS,Female,1,Yes,No,1.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,100.8,1
+4365-MSDYN,Male,0,Yes,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.55,161.15,0
+7036-TYDEC,Female,0,No,No,69.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,104.0,7028.5,0
+5802-ADBRC,Female,0,Yes,No,50.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,104.4,5232.9,0
+8076-FEZKJ,Male,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,225.85,0
+5197-YPYBZ,Female,0,Yes,Yes,12.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,274.7,0
+8337-MSSXB,Female,0,No,No,14.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.3,1180.95,1
+4312-GVYNH,Female,0,Yes,No,70.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),49.85,3370.2,0
+8495-LJDFO,Female,1,No,No,64.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.95,7111.3,0
+0839-JTCUD,Female,0,Yes,Yes,66.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.9,5958.85,0
+5494-WOZRZ,Female,0,Yes,Yes,71.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),82.0,5999.85,0
+1302-UHBDD,Male,1,No,No,20.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.95,1648.45,0
+2234-EOFPT,Male,0,Yes,No,72.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.35,5753.25,0
+8619-IJNDK,Female,0,Yes,Yes,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),64.05,4492.9,0
+8378-LKJAF,Male,0,Yes,Yes,38.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),101.15,3956.7,0
+8182-BJDSI,Female,0,No,No,28.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.95,2625.55,1
+2528-HFYZX,Male,1,Yes,No,17.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,76.45,1233.4,1
+1153-GNOLC,Male,0,No,No,33.0,No,No phone service,DSL,No,Yes,No,No,Yes,No,One year,Yes,Electronic check,39.1,1309.0,0
+3298-QEICA,Female,0,Yes,Yes,23.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Mailed check,34.6,813.45,0
+0788-DXBFY,Male,0,Yes,Yes,58.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.55,1108.8,0
+3597-YASZG,Female,1,Yes,No,70.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.45,7349.35,0
+3496-LFSZU,Male,0,Yes,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.5,294.2,0
+5242-UOWHD,Male,0,Yes,Yes,45.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,929.2,0
+2482-CZGBB,Male,0,No,No,10.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.0,740.0,1
+6479-SZPLM,Male,0,Yes,Yes,36.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,754.5,0
+8097-VBQTZ,Male,0,No,No,54.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,69.9,3883.3,0
+4500-HKANN,Male,0,Yes,Yes,23.0,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Two year,No,Mailed check,59.7,1414.2,0
+9917-KWRBE,Female,0,Yes,Yes,41.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),78.35,3211.2,0
+3420-ZDBMA,Male,1,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,71.45,371.6,0
+2212-LYASK,Male,0,Yes,Yes,27.0,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),45.85,1246.4,0
+1393-IMKZG,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,95.85,95.85,0
+8069-RHUXK,Female,0,Yes,Yes,67.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Credit card (automatic),35.7,2545.7,0
+3398-GCPMU,Female,1,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),89.55,6448.85,0
+2908-WGAXL,Female,0,Yes,Yes,56.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.95,1468.9,0
+3378-AJRAO,Male,0,Yes,Yes,44.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.85,1013.6,0
+1013-QCWAM,Female,1,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,6690.75,0
+0866-QLSIR,Female,0,No,No,34.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,64.4,2088.75,1
+6050-FFXES,Female,0,Yes,No,69.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),105.35,7240.65,0
+7181-BQYBV,Female,0,Yes,Yes,1.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.45,102.45,1
+0362-RAOQO,Female,0,No,No,40.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,830.25,0
+9554-DFKIC,Male,0,Yes,Yes,30.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),54.45,1588.7,0
+5527-ACHSO,Female,0,No,No,11.0,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Mailed check,70.5,829.3,0
+0829-DDVLK,Female,0,No,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.1,302.45,0
+1399-UBQIU,Male,0,No,No,11.0,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,69.35,712.25,0
+1813-JLKWR,Female,0,Yes,Yes,64.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,1336.65,0
+0336-PIKEI,Male,1,Yes,No,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),74.4,5360.75,0
+7322-OCWHC,Male,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),93.05,6735.05,0
+9537-VHDTA,Female,0,No,Yes,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,51.2,51.2,0
+4957-TIALW,Female,0,No,Yes,15.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Credit card (automatic),65.6,1010.0,0
+2054-PJOCK,Female,0,No,No,60.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),80.55,4847.05,0
+9150-HEPMB,Male,0,No,No,56.0,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,52.7,3019.7,0
+9030-QGZNL,Female,0,No,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.85,161.65,0
+6204-IEUXJ,Female,0,No,No,3.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),80.1,217.55,1
+3126-WQMGH,Female,0,Yes,No,49.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),52.15,2583.75,0
+4529-CKBCL,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.2,146.05,1
+2506-CLAKW,Female,0,No,No,6.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),98.15,567.45,1
+7176-WRTNX,Male,0,No,No,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.95,7711.25,0
+1583-IHQZE,Male,0,No,No,12.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,112.95,1384.75,1
+5732-IKGQH,Male,1,Yes,No,52.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.45,5481.25,0
+9239-GZHZE,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.65,8124.2,0
+7205-BAIAD,Female,0,No,No,40.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.6,827.3,0
+0151-ONTOV,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.9,70.9,1
+4140-MUHUG,Female,1,No,No,3.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,86.85,220.95,1
+0093-EXYQL,Female,1,No,No,40.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.55,3673.6,0
+8064-RAVOH,Male,0,No,Yes,1.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,49.85,49.85,0
+0219-QAERP,Male,0,Yes,No,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,576.65,0
+0320-JDNQG,Male,0,Yes,Yes,23.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.85,2331.3,1
+7180-PISOG,Male,0,Yes,Yes,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,74.5,1
+9168-INPSZ,Female,1,Yes,No,44.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,104.15,4495.65,0
+3571-RFHAR,Male,0,No,No,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,109.15,6941.2,1
+0015-UOCOJ,Female,1,No,No,7.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,48.2,340.35,0
+5334-AFQJB,Male,1,No,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.1,1789.9,0
+2754-SDJRD,Female,1,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.15,908.55,0
+9578-VRMNM,Female,0,No,No,16.0,Yes,Yes,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),65.2,1043.35,1
+1587-FKLZB,Male,1,Yes,Yes,66.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.5,6822.15,1
+6140-QNRQQ,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,71.55,71.55,1
+8963-JLGJT,Male,0,No,Yes,3.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,55.9,157.55,0
+4307-KTUMW,Male,0,Yes,No,53.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,93.9,5029.2,1
+1465-LNTLJ,Male,1,Yes,No,8.0,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),64.4,581.7,0
+5440-FLBQG,Male,1,Yes,No,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.4,7318.2,1
+2135-DQWAQ,Female,0,No,No,5.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,85.3,420.45,0
+4056-QHXHZ,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,107.45,7576.7,0
+7470-MCQTK,Female,0,Yes,No,13.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),48.75,633.4,1
+7488-MXJIV,Female,0,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.65,321.65,1
+7401-JIXNM,Female,0,Yes,Yes,54.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),91.3,4965.0,0
+9339-FIIJL,Male,0,Yes,No,72.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.95,6151.9,0
+2027-FECZV,Male,0,No,No,12.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.7,1253.9,1
+2672-DZUOY,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.15,25.15,1
+4706-DGAHW,Male,1,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.2,45.2,0
+3870-MQAMG,Female,0,Yes,No,54.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,110.35,5893.15,1
+6670-MFRPK,Male,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Two year,Yes,Credit card (automatic),79.2,5420.65,0
+6177-PEVRA,Female,0,No,No,48.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Two year,No,Credit card (automatic),55.5,2627.35,0
+4800-CZMPC,Female,0,Yes,Yes,48.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),103.25,5037.55,1
+4813-HQMGZ,Female,0,Yes,No,8.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.25,743.75,0
+7579-KKLOE,Male,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,91.25,6589.6,0
+7377-DMMRI,Male,0,No,No,2.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,47.8,92.45,1
+8402-EIVQS,Male,0,Yes,No,67.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),100.9,6733.15,0
+4947-DSMXK,Male,0,Yes,Yes,34.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),97.7,3410.0,0
+7245-NIIWQ,Female,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.85,199.85,0
+0002-ORFBO,Female,0,Yes,Yes,9.0,Yes,No,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Mailed check,65.6,593.3,0
+3324-OIRTO,Male,0,Yes,Yes,71.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.65,7288.4,0
+5414-OFQCB,Male,0,No,No,57.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),90.45,5229.8,0
+4967-WPNCF,Male,0,No,No,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),63.7,4464.8,0
+8552-OBVRU,Female,1,Yes,Yes,48.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.5,5068.05,0
+8499-BRXTD,Male,0,No,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,401.85,0
+9154-QDGTH,Male,0,Yes,Yes,43.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.3,4451.85,0
+8197-BFWVU,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),93.25,6688.95,0
+2577-GVSIL,Male,0,Yes,Yes,35.0,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),73.45,2661.1,0
+9367-OIUXP,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.7,73.05,0
+6770-UAYGJ,Female,0,Yes,Yes,49.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,1211.65,0
+6463-HHXJR,Female,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,No,Bank transfer (automatic),100.5,7030.65,0
+7928-VJYAB,Male,0,Yes,Yes,11.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.6,1020.2,0
+1187-WILMM,Male,0,Yes,Yes,63.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),89.4,5597.65,0
+9776-OJUZI,Female,1,No,No,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),95.45,6223.3,0
+1306-RPWXZ,Female,0,No,Yes,49.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.45,1024.65,0
+8949-JTMAY,Female,0,No,No,29.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.6,2933.2,1
+2774-LVQUS,Female,1,Yes,No,15.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,83.05,1258.3,1
+3097-PYWXL,Female,0,Yes,Yes,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.95,82.9,0
+2266-SJNAT,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),109.15,7789.6,0
+0869-PAPRP,Female,1,Yes,No,26.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.7,2067.0,0
+4238-JSSWH,Female,1,Yes,No,35.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),102.05,3452.55,0
+2972-YDYUW,Female,0,No,No,57.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,One year,No,Electronic check,94.7,5468.95,0
+1104-FEJAM,Male,0,Yes,Yes,28.0,Yes,Yes,DSL,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,64.4,1802.15,0
+2809-ILCYT,Female,0,Yes,No,25.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,26.8,733.55,0
+5499-ECUTN,Female,0,Yes,No,47.0,Yes,No,DSL,Yes,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),66.05,3021.45,0
+4981-FLTMF,Female,0,Yes,Yes,57.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),65.2,3687.85,0
+9121-PHQSR,Male,1,Yes,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.05,1391.15,0
+3113-IWHLC,Male,0,No,No,5.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.8,274.35,0
+3211-ILJTT,Male,0,Yes,No,17.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.4,1214.05,1
+4612-THJBS,Female,1,No,No,56.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.75,5510.65,1
+4277-BWBML,Male,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.95,1322.85,0
+4094-NSEDU,Female,1,No,No,21.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.25,1973.75,1
+0234-TEVTT,Female,0,Yes,Yes,48.0,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,One year,No,Credit card (automatic),45.0,2196.3,0
+4304-TSPVK,Female,0,Yes,No,68.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.9,7843.55,0
+1552-AAGRX,Female,0,No,No,30.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),106.4,3211.9,0
+2637-FKFSY,Female,0,Yes,No,3.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,46.1,130.15,0
+9796-MVYXX,Female,1,No,No,14.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,39.7,692.35,0
+7874-ECPQJ,Female,0,No,Yes,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.05,85.5,0
+0020-INWCK,Female,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),95.75,6849.4,0
+7089-RKVSZ,Male,0,Yes,Yes,8.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.4,203.95,0
+2683-JXWQQ,Male,0,Yes,Yes,61.0,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),33.6,2117.2,0
+9548-ZMVTX,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),90.45,6565.85,0
+8739-XNIKG,Female,0,No,No,5.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.0,424.75,0
+9755-JHNMN,Female,0,No,No,49.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),67.4,3306.85,0
+3981-QSVQI,Male,0,No,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.7,168.9,0
+2789-HQBOU,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.35,253.8,0
+9424-CMPOG,Male,0,Yes,Yes,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,197.4,0
+5067-WJEUN,Male,0,Yes,Yes,67.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Two year,Yes,Bank transfer (automatic),54.2,3838.2,0
+3450-WXOAT,Male,0,No,No,46.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),45.2,2065.15,0
+9251-WNSOD,Female,0,Yes,No,67.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Mailed check,75.1,5064.45,0
+6974-DAFLI,Female,0,Yes,No,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.7,1140.05,0
+2616-UUTFK,Male,0,Yes,No,33.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),72.75,2447.45,0
+7064-JHXCE,Male,0,Yes,Yes,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1263.9,0
+5103-MHMHY,Female,0,No,Yes,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.95,45.95,1
+7989-AWGEH,Male,0,Yes,Yes,49.0,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,39.2,1838.15,0
+4373-VVHQL,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.75,44.75,0
+4559-UWIHT,Male,0,Yes,No,14.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,82.65,1185.0,0
+7268-IGMFD,Male,1,No,No,18.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),93.9,1743.9,0
+1846-XWOQN,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,70.15,1
+0235-KGSLC,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.55,85.55,1
+6650-BWFRT,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),117.15,8529.5,0
+9570-KYEUA,Male,0,No,No,64.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),99.25,6549.45,0
+6993-YGFJV,Male,0,Yes,No,69.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),112.55,7806.5,0
+2712-SYWAY,Female,0,No,No,1.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.7,25.7,0
+0730-BGQGF,Male,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.3,6287.3,0
+5498-IBWPI,Female,0,Yes,Yes,66.0,Yes,No,DSL,No,No,No,Yes,No,No,One year,Yes,Credit card (automatic),49.4,3251.85,0
+9101-NTIXF,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,50.6,0
+0013-SMEOE,Female,1,Yes,No,71.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.7,7904.25,0
+9314-QDMDW,Male,0,No,No,11.0,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,Yes,Electronic check,61.25,729.95,0
+9308-ANMVE,Male,0,No,Yes,47.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,55.3,2654.05,0
+2884-GBPFB,Female,0,Yes,No,35.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,2416.55,1
+3757-NJYBX,Male,1,Yes,No,32.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),106.35,3520.75,1
+3413-DHLPB,Male,0,Yes,Yes,60.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.75,5969.95,0
+7649-PHJVR,Male,0,No,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,226.8,0
+6114-TCFID,Female,0,No,No,29.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),39.5,1082.75,0
+3787-TRIAL,Male,0,Yes,Yes,21.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,26.05,565.75,0
+2573-GYRUU,Male,1,Yes,No,48.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),91.05,4370.75,0
+5156-UMKOW,Female,0,No,Yes,3.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,29.65,90.05,0
+1247-QBVSH,Female,0,Yes,Yes,43.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,50.2,2169.4,0
+6734-GMPVK,Male,0,No,No,5.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,105.3,550.6,0
+9822-OAOVB,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.45,55.45,0
+6161-ERDGD,Male,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,85.45,6300.85,0
+1226-JZNKR,Female,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.8,160.05,0
+7318-EIVKO,Male,0,No,No,8.0,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,59.25,436.6,0
+3771-PZOBW,Male,0,No,No,20.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.7,1781.35,0
+5136-KCKGI,Female,0,Yes,Yes,33.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,103.7,3467.0,1
+8231-BSWXX,Male,0,No,No,71.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Credit card (automatic),79.05,5552.5,0
+6486-LHTMA,Female,1,Yes,No,31.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,90.7,2835.5,0
+4083-BFNYK,Female,1,Yes,No,38.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Credit card (automatic),95.0,3591.25,0
+3722-WPXTK,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,88.35,88.35,1
+7389-KBFIT,Female,0,Yes,Yes,2.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,30.25,63.75,0
+7176-WIONM,Female,0,Yes,No,12.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),49.85,617.15,0
+5141-ZUVBH,Female,0,No,Yes,9.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),93.0,870.25,0
+1089-HDMKP,Male,1,No,Yes,11.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,54.55,601.25,0
+7623-HKYRK,Male,0,No,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,111.65,0
+0310-SUCIN,Female,0,Yes,No,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),84.8,6046.1,0
+5197-PYEPU,Female,0,Yes,Yes,42.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),94.45,3923.8,0
+2929-ERCFZ,Female,0,Yes,Yes,8.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,777.3,1
+7548-SEPYI,Female,0,No,No,5.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.25,512.45,1
+8835-VSDSE,Female,0,Yes,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.7,141.45,1
+6619-RPLQZ,Female,0,Yes,Yes,45.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.85,892.15,0
+3275-RHRNE,Male,0,Yes,Yes,28.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),60.0,1682.05,0
+3503-TYDAY,Female,0,Yes,No,43.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,80.45,3398.9,0
+6901-GOGZG,Male,0,No,Yes,60.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.95,4984.85,0
+1623-NLDOT,Female,0,Yes,No,42.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,One year,No,Mailed check,33.55,1445.3,1
+7021-XSNYE,Male,0,Yes,Yes,7.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),49.65,305.55,0
+9621-OUPYD,Female,0,Yes,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.2,507.9,0
+9898-KZQDZ,Female,1,Yes,Yes,40.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.55,3640.45,1
+8982-NHAVY,Male,0,No,No,27.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),100.5,2673.45,0
+4307-KWMXE,Male,0,No,No,10.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,35.75,389.8,0
+0141-YEAYS,Female,1,No,No,27.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),86.45,2401.05,0
+2450-ZKEED,Female,0,No,No,11.0,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,No,Bank transfer (automatic),53.8,651.55,0
+3694-DELSO,Male,0,Yes,Yes,4.0,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),38.55,156.1,0
+3893-JRNFS,Male,0,No,No,68.0,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),39.9,2796.35,0
+9603-OAIHC,Male,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.05,70.05,0
+1133-KXCGE,Female,0,No,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,407.05,0
+5236-PERKL,Female,0,No,No,57.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),112.95,6465.0,1
+0142-GVYSN,Male,0,No,No,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.3,511.25,0
+1049-FYSYG,Female,0,Yes,No,17.0,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),35.65,646.05,0
+7854-FOKSF,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,35.9,35.9,1
+2519-FAKOD,Male,0,No,Yes,38.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.25,3777.15,1
+8406-LNMHF,Male,1,Yes,No,59.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),82.95,4903.15,0
+1821-BUCWY,Male,0,No,No,30.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Two year,Yes,Mailed check,55.65,1653.85,0
+8263-JQAIK,Male,1,No,No,2.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.45,47.5,1
+0023-UYUPN,Female,1,Yes,No,50.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,25.2,1306.3,0
+8314-DPQHL,Male,0,No,No,9.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,One year,No,Mailed check,50.8,463.6,0
+1465-WCZVT,Female,0,Yes,Yes,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,60.65,0
+9481-SFCQY,Female,0,No,Yes,14.0,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),59.8,824.85,0
+6360-SVNWV,Female,1,No,No,31.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.55,2094.65,0
+0567-GGCAC,Female,0,No,No,7.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,61.4,438.9,0
+7089-IVVAZ,Female,0,No,No,8.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.35,847.3,1
+8884-MRNSU,Male,0,Yes,Yes,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.9,329.75,0
+2171-UDMFD,Male,0,Yes,Yes,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.45,674.55,0
+9050-IKDZA,Female,1,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,81.5,162.55,0
+2205-YMZZJ,Male,1,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.8,546.95,1
+9802-CAQUT,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),109.55,7887.25,0
+1254-IZEYF,Female,1,No,No,31.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.95,3186.65,1
+0187-WZNAB,Female,0,Yes,Yes,27.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,74.4,1972.35,0
+9492-TOKRI,Female,0,No,No,18.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.0,1527.35,1
+1475-VWVDO,Male,0,No,No,7.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.9,490.55,0
+9221-OTIVJ,Female,1,No,No,14.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.85,1531.4,1
+1357-MVDOZ,Male,0,Yes,Yes,11.0,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),59.65,683.25,0
+7602-MVRMB,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.45,8058.85,0
+3325-FUYCG,Male,0,Yes,Yes,28.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Electronic check,106.1,2847.4,1
+5908-QMGOE,Male,1,No,No,15.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.2,1133.9,1
+1197-BVMVG,Female,1,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.45,294.45,0
+5406-KGRMX,Female,0,No,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.55,1719.15,0
+8481-YYXWG,Female,0,No,No,5.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.35,461.7,1
+5968-HYJRZ,Male,0,Yes,Yes,47.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.55,1160.45,0
+5198-EFNBM,Male,1,Yes,No,57.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,90.65,5199.8,0
+7516-GMHUV,Male,1,Yes,No,50.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),105.05,5163.3,0
+7140-ADSMJ,Male,0,No,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.45,162.3,0
+2230-XTUWL,Female,0,Yes,Yes,48.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,883.35,0
+7706-YLMQA,Female,0,No,No,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.7,1341.5,0
+2585-KTFRE,Male,0,No,Yes,1.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),70.45,70.45,0
+7994-UYIVZ,Male,0,Yes,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.65,659.45,0
+2609-IAICY,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,77.15,77.15,1
+1740-CSDJP,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),35.25,35.25,1
+7717-BICXI,Male,0,Yes,Yes,60.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.55,1205.05,0
+6559-RAKOZ,Male,0,Yes,Yes,49.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,97.95,4917.9,0
+2636-OHFMN,Male,0,Yes,No,4.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.55,201.0,1
+4716-MRVEN,Female,0,No,No,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.0,599.3,0
+2143-LJULT,Female,0,Yes,No,67.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.25,1733.15,0
+1323-OOEPC,Female,0,Yes,No,53.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.4,5149.5,1
+3200-MNQTF,Male,0,Yes,No,67.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),70.9,4677.1,0
+6164-HXUGH,Female,0,Yes,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,119.3,0
+5630-IXDXV,Female,0,No,No,47.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.35,4849.1,0
+0320-DWVTU,Female,0,No,No,53.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Mailed check,99.5,5424.25,0
+9135-MGVPY,Male,0,Yes,No,69.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,84.7,5878.9,0
+1212-GLHMD,Male,0,No,No,3.0,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,86.05,244.85,0
+7878-JGDKK,Male,0,No,No,4.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.55,220.75,0
+1088-AUUZZ,Male,0,Yes,Yes,56.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),75.85,4261.2,0
+0397-GZBBC,Male,1,Yes,No,59.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),93.85,5574.75,1
+6614-YWYSC,Male,1,Yes,No,61.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.0,1501.75,0
+9588-OZDMQ,Female,0,Yes,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.0,89.75,0
+7641-EUYET,Male,1,Yes,Yes,46.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,100.7,4541.2,1
+6476-EPYZR,Male,0,Yes,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,255.5,0
+9921-ZVRHG,Female,0,No,No,14.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.45,1072.0,1
+1174-FGIFN,Female,0,Yes,Yes,28.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Electronic check,90.45,2509.25,0
+6620-HVDUJ,Male,0,No,No,24.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),60.45,1440.75,0
+4701-MLJPN,Male,0,No,No,31.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,55.25,1715.65,1
+1032-MAELW,Female,0,Yes,Yes,68.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Electronic check,78.45,5333.35,0
+7641-TQFHN,Male,0,No,Yes,39.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,No,Mailed check,100.55,3895.35,0
+1552-TKMXS,Female,0,Yes,No,42.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,869.9,0
+9206-GVPEQ,Male,0,Yes,No,13.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,54.45,706.85,1
+8622-ZLFKO,Female,0,Yes,No,6.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.75,512.25,0
+1596-BBVTG,Male,0,No,No,35.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),75.35,2636.05,1
+6188-UXBBR,Female,0,Yes,No,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.25,814.75,0
+2333-KWEWW,Male,0,No,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,388.6,0
+5702-SKUOB,Female,0,Yes,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,93.45,0
+1134-YWTYF,Male,0,Yes,No,27.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,53.8,1389.85,0
+6061-GWWAV,Male,0,No,Yes,41.0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Mailed check,70.2,2894.55,0
+0679-TDGAK,Male,0,Yes,Yes,50.0,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Electronic check,75.5,4025.6,0
+6585-WCEWR,Male,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,20.35,1354.4,0
+9067-YGSCA,Female,0,No,No,70.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),26.05,1856.4,0
+9067-SQTNS,Male,0,Yes,Yes,44.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.6,926.0,0
+8433-WXGNA,Male,0,No,No,2.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.7,189.2,1
+1776-SPBWV,Female,0,Yes,Yes,34.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.1,682.1,0
+8735-SDUFN,Female,1,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,1778.7,0
+9668-PUGNU,Male,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,24.5,1816.2,0
+9405-GPBBG,Female,0,No,No,64.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.5,7069.25,0
+1926-QUZNN,Female,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.25,1841.2,0
+3707-GNWHM,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.25,74.25,1
+7016-NVRIC,Male,1,Yes,No,29.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,One year,No,Bank transfer (automatic),90.1,2656.7,0
+5829-NVSQN,Female,0,Yes,No,23.0,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),68.75,1689.45,0
+9565-AXSMR,Male,0,Yes,Yes,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.2,1054.75,0
+8922-LIEGH,Female,1,No,No,25.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.7,2187.55,1
+8869-LIHMK,Female,0,No,No,64.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.1,7334.05,0
+8245-UMPYT,Female,1,No,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.4,1581.2,1
+5186-SAMNZ,Male,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.5,69.5,1
+0447-RXSGD,Male,0,No,No,24.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.65,2404.85,0
+4927-WWOOZ,Male,0,Yes,No,2.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.45,171.45,0
+5788-YPOEG,Female,0,Yes,Yes,34.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,84.75,2839.45,0
+5373-SFODM,Male,1,Yes,No,36.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.25,3132.75,1
+0661-KBKPA,Male,0,Yes,Yes,53.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,78.75,3942.45,0
+9081-WWXKP,Female,0,Yes,Yes,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,873.4,0
+0784-ZQJZX,Male,0,No,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.9,1529.65,0
+3133-PZNSR,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),97.75,6991.6,0
+5766-ZJYBB,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,19.4,1
+8931-GJJIQ,Female,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.3,803.3,1
+4277-PVRAN,Female,0,No,No,8.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.1,679.3,1
+0022-TCJCI,Male,1,No,No,45.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,No,Credit card (automatic),62.7,2791.5,1
+0722-SVSFK,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,100.4,715.0,0
+3612-YVGSJ,Female,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.45,1681.6,0
+9825-YCXWZ,Female,1,No,No,41.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),101.1,4016.2,0
+5397-NSKQG,Male,0,Yes,Yes,67.0,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Two year,No,Credit card (automatic),50.9,3281.65,0
+8565-HBFNN,Male,0,Yes,No,69.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),107.2,7317.1,0
+2000-DHJUY,Female,1,Yes,No,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),92.2,6474.45,0
+0203-HHYIJ,Male,0,No,No,25.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.3,676.35,1
+8670-ERCJH,Male,0,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),113.4,8164.1,0
+7758-UJWYS,Male,0,Yes,Yes,34.0,No,No phone service,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Electronic check,40.55,1325.85,0
+2050-ONYDQ,Female,0,Yes,Yes,65.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26.0,1654.85,0
+7055-JCGNI,Female,0,No,No,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),111.95,7795.95,0
+0739-UUAJR,Female,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),53.8,3952.45,0
+4826-DXMUP,Male,0,No,Yes,35.0,Yes,No,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,72.1,2495.15,0
+0952-KMEEH,Male,0,No,No,13.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,98.15,1230.25,1
+7285-KLOTR,Female,0,Yes,No,12.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Electronic check,78.85,876.75,0
+0654-PQKDW,Female,0,Yes,Yes,62.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),70.75,4263.45,0
+7175-NTIXE,Female,0,No,No,25.0,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),76.15,1992.95,0
+7963-SHNDT,Female,0,No,No,52.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,39.1,1982.1,0
+9796-BPKIW,Male,1,No,No,8.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.95,562.7,0
+0188-GWFLE,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,33.7,0
+8129-GMVGI,Female,0,Yes,Yes,56.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,1090.1,0
+2882-DDZPG,Female,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.45,227.45,0
+3547-LQRIK,Female,0,Yes,No,47.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,26.9,1250.85,0
+9137-NOQKA,Male,1,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.2,37.2,0
+5843-TTHGI,Female,0,No,No,18.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50.0,892.7,0
+1849-RJYIG,Female,0,No,No,8.0,Yes,No,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,60.0,487.75,0
+8868-GAGIO,Male,0,Yes,No,45.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,84.55,3713.95,0
+4061-UKJWL,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.45,141.7,0
+5380-XPJNZ,Female,0,No,No,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,678.2,0
+8263-QMNTJ,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,115.55,8425.3,0
+8178-EYZUO,Male,0,No,No,46.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,93.7,4154.8,1
+3230-JCNZS,Female,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),99.0,7061.65,0
+0277-ORXQS,Male,0,Yes,Yes,66.0,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),50.55,3364.55,0
+5130-IEKQT,Male,1,No,No,25.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,105.95,2655.25,1
+3230-WYKIR,Male,0,No,No,18.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),82.0,1425.45,1
+7996-BPXHY,Female,0,Yes,Yes,13.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.0,332.5,0
+3227-WLKLI,Female,0,Yes,Yes,65.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),91.55,5963.95,0
+0407-BDJKB,Male,0,Yes,No,60.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,95.75,5742.9,1
+2266-FUBDZ,Male,0,Yes,Yes,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,278.85,0
+8237-ULIXL,Female,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.85,1871.85,0
+9600-UDOPK,Male,0,Yes,No,30.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.05,2866.45,1
+8216-AZUUZ,Female,0,Yes,Yes,42.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,100.4,4303.65,0
+9153-BTBVV,Female,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.0,1753.0,0
+4074-SJFFA,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,54.75,54.75,1
+3269-ATYWD,Male,1,No,No,39.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.65,3759.05,1
+5186-PEIZU,Female,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.25,617.65,0
+1074-AMIOH,Female,0,Yes,Yes,53.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.25,5935.1,0
+4910-GMJOT,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.6,94.6,1
+0354-WYROK,Female,1,Yes,Yes,31.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.9,2911.3,1
+4361-FEBGN,Male,0,No,No,48.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.15,982.95,0
+7748-UMTRK,Female,1,No,Yes,30.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.3,2974.5,0
+0380-ZCSBI,Male,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.0,198.7,0
+7145-FEJWU,Female,0,No,Yes,12.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.3,1275.65,0
+6463-MVYRY,Female,1,No,No,57.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),69.85,4003.0,0
+3969-JQABI,Female,0,Yes,No,58.0,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),65.25,3791.6,0
+9624-EGDEQ,Female,0,No,No,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.8,813.3,0
+1051-EQPZR,Female,0,Yes,Yes,44.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,780.25,0
+5849-ASHZJ,Male,0,No,Yes,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,552.9,0
+5780-INQIK,Female,0,No,No,8.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,49.4,408.25,0
+7576-OYWBN,Male,1,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.05,231.8,1
+4526-ZJJTM,Female,1,Yes,No,25.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),88.4,2191.15,0
+8384-FZBJK,Female,0,Yes,Yes,57.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.6,5611.7,0
+3750-RNQKR,Female,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,246.25,0
+0962-CQPWQ,Female,0,Yes,Yes,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,1296.15,0
+3096-YXENJ,Female,0,Yes,No,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.65,7082.85,0
+1265-BCFEO,Female,0,Yes,No,71.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.45,5662.25,0
+5837-LXSDN,Female,0,Yes,Yes,21.0,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),58.85,1215.45,0
+5945-AZYHT,Male,0,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,109.6,7854.15,0
+8325-QRPZR,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,75.15,525.0,0
+6384-VMJHP,Female,0,No,No,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),73.0,5265.2,0
+2262-SLNVK,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.1,70.1,0
+7730-CLDSV,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),98.65,7129.45,0
+1135-HIORI,Female,0,Yes,Yes,64.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.45,7266.95,0
+0164-APGRB,Female,0,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,114.9,8496.7,0
+6481-ESCNL,Female,0,No,No,29.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),100.55,2878.75,0
+1790-NESIO,Female,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.4,261.3,0
+1550-EENBN,Female,0,No,No,31.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,104.35,3205.6,0
+5539-TMZLF,Male,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.75,69.75,1
+4323-SADQS,Male,0,Yes,Yes,7.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,34.5,279.25,1
+4446-BZKHU,Male,0,Yes,No,61.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.55,6281.45,1
+5202-IVJNU,Female,0,No,Yes,39.0,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),30.1,1131.3,1
+5976-JCJRH,Male,0,Yes,No,10.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,738.2,1
+8198-RKSZG,Female,0,Yes,Yes,14.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),80.45,1137.05,0
+0137-OCGAB,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,80.2,80.2,1
+3351-NQLDI,Female,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),94.35,6341.45,1
+9297-EONCV,Female,0,No,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),91.35,6697.2,0
+7593-JNWRU,Male,0,Yes,Yes,6.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.6,260.8,1
+4588-YBNIB,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,19.6,1
+1069-QJOEE,Male,0,Yes,Yes,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.9,505.45,0
+3336-JORSO,Female,1,No,No,33.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.45,3655.45,1
+7799-DSEWS,Male,0,No,No,18.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,68.35,1299.8,0
+8766-PAFNE,Male,0,Yes,No,71.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.1,5564.85,0
+5315-CKEQK,Male,1,Yes,Yes,28.0,Yes,Yes,DSL,No,No,No,No,No,No,One year,Yes,Electronic check,51.0,1381.8,0
+3130-ICDUP,Female,0,No,Yes,2.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),80.55,188.1,0
+0820-FNRNX,Male,0,Yes,Yes,17.0,Yes,Yes,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,66.7,1077.05,0
+0880-FVFWF,Male,0,No,No,56.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,86.4,4922.4,0
+4611-ANLQC,Female,0,Yes,No,60.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Electronic check,50.05,2911.5,0
+4213-HKBJO,Female,0,No,No,33.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.7,826.1,0
+2792-LSHWX,Female,0,No,No,1.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,83.4,83.4,0
+5028-GZLDO,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.7,140.7,1
+0014-BMAQU,Male,0,Yes,No,63.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Two year,Yes,Credit card (automatic),84.65,5377.8,0
+6861-XWTWQ,Male,1,Yes,No,7.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.25,665.45,1
+9018-PCIOK,Female,0,No,No,55.0,Yes,No,DSL,No,Yes,Yes,No,No,Yes,Two year,Yes,Mailed check,64.75,3617.1,0
+4837-QUSFT,Female,0,Yes,No,65.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),100.15,6643.5,0
+6877-TJMBR,Male,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,84.8,84.8,1
+9953-ZMKSM,Male,0,No,No,63.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,1559.3,0
+0907-HQNTS,Female,1,Yes,No,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.0,7987.6,0
+7665-NKLAV,Female,0,Yes,Yes,36.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),40.65,1547.35,0
+6769-DCQLI,Male,0,No,No,52.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.0,5426.85,1
+2433-KMEAS,Male,0,No,No,22.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,54.45,1127.35,1
+4391-LNRXK,Male,0,No,No,22.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),94.95,2142.8,0
+8250-ZNGGW,Female,1,No,No,5.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),59.9,287.85,0
+2195-ZRVAX,Female,0,Yes,No,47.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,85.3,4045.65,1
+3550-SAHFP,Female,0,No,No,33.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.35,2757.85,1
+2011-TRQYE,Male,0,No,No,18.0,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),33.5,600.0,1
+8562-GHPPI,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.8,19.8,0
+5893-PYOLZ,Male,0,No,No,56.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),81.8,4534.45,0
+4986-MXSFP,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.0,40.9,0
+6131-FOYAS,Male,0,No,No,35.0,Yes,Yes,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,59.6,2094.9,0
+3027-YNWZU,Female,0,Yes,No,64.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.0,1584.8,0
+5609-IMCGG,Female,0,No,No,15.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.35,1302.65,0
+4873-ILOLJ,Male,0,No,No,24.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.35,2238.5,1
+4727-MCYZG,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,55.55,55.55,0
+9481-WHGWY,Female,0,Yes,Yes,70.0,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),75.35,5437.75,0
+2725-KXXWT,Male,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.75,90.75,1
+9565-DJPIB,Female,0,No,Yes,4.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Mailed check,89.6,365.65,1
+4328-VUFWD,Female,0,No,No,39.0,Yes,No,DSL,No,No,No,Yes,No,Yes,One year,No,Electronic check,59.3,2209.15,0
+3301-LSLWQ,Female,0,No,No,29.0,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,66.1,1912.15,0
+7473-ZBDSN,Female,0,Yes,Yes,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,18.8,255.55,0
+3166-PNEOF,Female,0,No,No,61.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.45,5175.3,0
+5639-NTUPK,Male,0,No,Yes,13.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),52.1,670.65,0
+8780-YRMTT,Female,0,No,No,66.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Mailed check,47.4,3177.25,0
+8348-HFYIV,Male,0,No,No,2.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.25,90.35,1
+5140-FOMCQ,Female,0,Yes,No,59.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),109.15,6557.75,0
+6242-SGYTS,Male,0,Yes,Yes,62.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),94.95,5791.85,0
+8166-ORCHU,Male,1,Yes,No,33.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,Yes,Electronic check,93.55,3055.5,0
+8414-OOEEL,Male,0,No,Yes,66.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.5,5196.1,0
+8454-AATJP,Female,0,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.05,8405.0,0
+6849-WLEYG,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,1
+4659-NZRUF,Female,0,No,No,19.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,95.15,1789.25,1
+4531-AUZNK,Female,0,Yes,Yes,51.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,One year,Yes,Mailed check,95.15,5000.05,0
+4191-XOVOM,Male,0,No,No,63.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,105.4,6713.2,0
+2150-OEGBV,Male,0,No,No,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.1,562.6,0
+8429-XIBUM,Male,0,No,No,22.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.35,2317.1,1
+1855-CFULU,Female,1,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,91.45,0
+4878-BUNFV,Male,0,Yes,Yes,42.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.7,828.85,0
+1872-EBWSC,Female,0,No,No,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,617.35,0
+2608-BHKFN,Female,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),70.05,266.9,1
+7026-YMSBE,Male,0,No,No,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,625.05,0
+7341-LXCAF,Male,0,Yes,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.65,301.4,1
+6997-UVGOX,Male,0,Yes,Yes,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.45,6029.9,0
+9674-EHPPG,Male,0,Yes,No,46.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),40.4,1842.7,0
+9462-MJUAW,Male,0,No,No,4.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.4,206.6,1
+8128-YVJRG,Female,0,No,No,7.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,79.65,604.7,1
+5440-VHLUL,Male,0,No,No,69.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,7386.05,0
+5781-BKHOP,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,No,Bank transfer (automatic),100.65,7334.05,0
+4283-FUTGF,Male,1,No,No,19.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.85,1471.75,1
+5213-TWWJU,Male,0,No,No,28.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,No,Electronic check,91.0,2626.15,0
+1569-TTNYJ,Male,0,Yes,No,5.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,78.75,412.1,1
+8628-MFKAX,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.75,8277.05,0
+2397-BRLOM,Male,1,Yes,Yes,8.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),80.45,583.45,1
+7629-WIXZF,Female,0,No,No,7.0,Yes,No,DSL,Yes,No,No,No,No,Yes,One year,Yes,Electronic check,59.1,369.25,0
+5445-GLVOT,Female,0,No,No,22.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.8,1049.05,0
+3976-HXHCE,Male,0,No,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.3,1414.8,0
+2466-NEJOJ,Male,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.65,169.75,0
+0254-KCJGT,Male,0,Yes,No,52.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),81.4,4354.45,0
+5472-CVMDX,Female,0,No,No,68.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,38.9,2719.2,0
+6461-SZMCV,Female,0,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),87.95,6365.35,0
+8150-QUDFX,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,51.6,0
+9508-ILZDG,Female,1,No,No,34.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,96.35,3190.25,0
+2346-DJQTB,Female,0,No,No,35.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.15,812.5,0
+1697-LYYYX,Female,0,Yes,Yes,61.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.1,1143.8,0
+1942-OQFRW,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.0,44.0,0
+4749-VFKVB,Female,0,No,No,1.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.1,50.1,1
+9640-ZSLDC,Female,0,Yes,Yes,53.0,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,No,Credit card (automatic),60.6,3297.0,0
+4231-LZUYM,Female,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.65,1887.0,0
+7598-UAASY,Male,0,Yes,No,2.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.4,151.8,1
+7938-OUHIO,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,293.65,1
+8510-AWCXC,Female,1,No,No,13.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,1308.1,1
+6128-AQBMT,Male,1,Yes,No,41.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,53.95,2215.4,0
+3594-BDSOA,Female,0,Yes,No,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.4,482.8,0
+0431-APWVY,Female,0,Yes,Yes,28.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),90.1,2598.95,1
+5133-VRSAB,Male,0,No,No,8.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.35,216.45,0
+5996-DAOQL,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,20.45,0
+6838-YAUVY,Female,0,No,No,54.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),95.1,5064.85,0
+0484-JPBRU,Male,0,No,No,41.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.25,996.45,0
+7883-ROJOC,Female,0,Yes,No,19.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.9,839.65,0
+0244-LGNFY,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),92.65,6733.0,0
+7274-CGTOD,Male,0,No,No,62.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),43.7,2618.3,0
+4295-YURET,Female,1,Yes,Yes,56.0,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),72.6,4084.35,0
+3426-NIYYL,Male,0,No,No,15.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,51.55,765.5,1
+8225-BTJAU,Male,1,No,No,10.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.25,793.55,1
+4635-EJYPD,Male,0,Yes,Yes,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,18.95,613.95,0
+1866-ZSLJM,Male,0,No,No,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.5,402.85,0
+4636-TVXVG,Male,0,Yes,Yes,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.95,1244.8,0
+4236-UJPWO,Female,0,No,No,2.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.5,46.4,0
+9392-XBGTD,Male,0,No,Yes,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.6,581.85,0
+3387-VATUS,Male,0,No,No,5.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.85,462.8,1
+6402-SSEJG,Female,0,No,No,25.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,61.05,1540.2,0
+1143-NMNQJ,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.7,169.8,1
+1169-SAOCL,Male,0,No,No,49.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),106.65,5168.1,0
+1110-KYLGQ,Female,0,No,No,63.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),108.25,6780.1,0
+9929-PLVPA,Female,0,No,Yes,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.4,94.5,0
+3518-PZXZQ,Female,0,Yes,No,1.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,55.3,55.3,0
+2371-JUNGC,Male,0,No,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,208.0,0
+7693-QPEFS,Male,1,No,No,52.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),72.95,3829.75,0
+0924-BJCRC,Female,1,Yes,No,60.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,89.45,5294.6,0
+5074-FBGHB,Male,0,No,No,64.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.65,6889.8,0
+2351-BKRZW,Female,0,Yes,Yes,43.0,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),75.2,3254.35,0
+4455-BFSPD,Female,0,Yes,No,61.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),101.15,6383.9,0
+0415-MOSGF,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.4,44.4,1
+1724-BQUHA,Male,1,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,477.7,1
+3948-KXDUF,Male,0,No,No,66.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),68.75,4447.55,0
+2323-ARSVR,Male,0,Yes,No,67.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,111.05,7321.05,0
+0815-MFZGM,Female,0,Yes,No,42.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),99.0,4135.0,0
+4826-XTSOH,Male,1,Yes,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.05,86.05,1
+5480-XTFFL,Female,0,Yes,Yes,31.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.0,697.7,0
+8295-FHIVV,Male,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,168.65,0
+2495-INZWQ,Male,0,No,No,4.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.55,174.3,1
+9086-YJYXS,Male,0,Yes,Yes,34.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),77.2,2753.8,0
+1179-INLAT,Male,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.45,69.25,0
+7909-FIOIY,Female,0,Yes,Yes,19.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.85,434.8,0
+4139-SUGLD,Male,0,Yes,Yes,31.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),35.4,1077.5,1
+6857-VWJDT,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,95.65,95.65,1
+6351-SCJKT,Male,0,No,No,3.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,41.35,107.25,0
+5468-BPMMO,Male,0,Yes,No,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.6,851.2,0
+5624-BQSSA,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.95,20.95,1
+0197-PNKNK,Female,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,One year,No,Bank transfer (automatic),84.45,5848.6,0
+2439-QKJUL,Male,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,109.8,0
+1194-SPVSP,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.65,19.65,0
+9534-NSXEM,Male,0,No,No,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.65,595.5,0
+2408-WITXK,Female,1,No,No,10.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,34.7,329.8,1
+8929-KSWIH,Male,0,No,No,25.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),99.3,2513.5,0
+2250-IVBWA,Male,0,Yes,Yes,64.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,81.05,5135.35,0
+1810-MVMAI,Male,0,Yes,Yes,30.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,67.6,2000.2,0
+9506-UXUSK,Male,0,No,No,13.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,931.75,0
+1229-RCALF,Female,0,Yes,No,64.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,115.0,7396.15,0
+3572-UOLYZ,Female,0,No,Yes,46.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),84.8,3958.85,0
+1429-UYJSV,Female,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,260.9,0
+5577-OTWWW,Female,0,No,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.75,297.3,1
+6100-QQHEB,Male,0,Yes,Yes,17.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.55,1515.1,1
+6366-XIVKZ,Female,0,Yes,Yes,13.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,63.15,816.8,0
+3470-OBUET,Female,0,Yes,Yes,67.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),74.0,4868.4,0
+2770-NSVDG,Male,0,Yes,No,24.0,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,29.1,688.0,0
+9375-MHRRS,Male,0,No,No,6.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,50.05,288.35,0
+2634-HCZGT,Male,1,Yes,No,53.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Electronic check,60.05,3229.65,1
+7503-QQRVF,Male,1,Yes,No,16.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.3,1178.25,1
+4860-YZGZM,Male,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.0,185.4,0
+6599-GZWCM,Female,0,No,No,13.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Mailed check,74.65,966.25,0
+2691-NZETQ,Male,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.35,758.6,1
+4404-HIBDJ,Female,0,No,No,25.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Mailed check,74.3,1863.8,1
+5533-NHFRF,Male,1,No,No,7.0,No,No phone service,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,44.4,265.8,0
+7037-MTYVW,Male,0,Yes,Yes,38.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.4,3297.0,0
+4760-THGOT,Female,0,Yes,No,43.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,94.1,4107.3,0
+7295-JOMMD,Female,0,No,Yes,4.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.1,396.3,1
+4016-BJKTZ,Female,0,No,No,25.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,108.9,2809.05,0
+6584-VQMYT,Male,0,No,Yes,27.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,56.2,1567.55,0
+9838-BFCQT,Male,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.1,1851.45,0
+2790-XUYMV,Male,0,No,Yes,71.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),85.45,6028.95,0
+0581-MDMPW,Female,0,No,No,24.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),88.95,2072.75,0
+5013-SBUIH,Female,0,No,No,50.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,109.65,5551.15,1
+1023-BQXZE,Male,0,No,No,57.0,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.35,4317.35,0
+9163-GHAYE,Female,0,No,No,15.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,48.85,736.8,0
+3904-UKFRE,Male,0,No,No,4.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.1,336.15,0
+5353-WILCI,Female,0,No,No,28.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,56.05,1522.65,0
+0709-TVGUR,Female,1,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.55,622.9,1
+0058-EVZWM,Female,0,Yes,No,55.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.8,4959.6,0
+6023-YEBUP,Male,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.95,329.95,1
+7209-JCUDS,Male,0,No,No,10.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.9,1048.85,1
+7009-PCARS,Male,0,No,Yes,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.1,1001.5,0
+0519-DRGTI,Female,0,Yes,Yes,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,442.6,0
+1017-FBQMM,Female,0,Yes,Yes,62.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),106.05,6703.5,0
+3001-CBHLQ,Male,1,Yes,No,32.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.9,3351.55,1
+1985-MBRYP,Female,0,No,No,43.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.65,779.25,0
+6158-DWPZT,Male,0,Yes,No,9.0,No,No phone service,DSL,No,No,No,No,No,No,One year,No,Bank transfer (automatic),24.1,259.8,1
+9372-TXXPS,Female,0,Yes,No,60.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),59.85,3483.45,0
+3259-QMXUN,Male,0,Yes,No,58.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,86.1,4890.5,0
+1015-JPFYW,Male,0,No,Yes,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.45,136.75,0
+6645-MXQJT,Male,0,Yes,Yes,2.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,97.1,184.15,0
+4360-QRAVE,Male,1,No,No,37.0,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,36.65,1315.0,0
+8433-WPJTV,Female,1,Yes,Yes,65.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.9,6767.1,0
+5804-JMYIO,Female,0,Yes,Yes,39.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,757.95,0
+3763-GCZHZ,Male,0,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,104.05,6890.0,1
+6484-LATFU,Male,0,No,No,68.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.55,1657.4,0
+7599-NTMDP,Female,0,Yes,Yes,62.0,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),48.7,3008.55,0
+0772-GYEQQ,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,88.35,262.05,1
+0536-ACXIP,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,109.55,8165.1,0
+0936-NQLJU,Female,0,Yes,No,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.65,875.55,0
+4831-EOBFE,Male,0,Yes,Yes,29.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),94.65,2649.15,1
+1575-KRZZE,Female,0,No,No,4.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.2,220.65,0
+3251-YMVWZ,Male,0,No,No,53.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.05,1301.9,0
+4102-OQUPX,Male,1,Yes,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,74.4,1
+9170-GYZJC,Female,0,Yes,Yes,41.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),79.9,3326.2,1
+4884-LEVMQ,Male,0,Yes,No,39.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.45,790.0,0
+8857-CUPFQ,Male,0,Yes,No,63.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.25,1237.65,0
+7610-TVOPG,Male,0,No,No,15.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,26.35,378.6,0
+3638-DIMPH,Female,0,Yes,No,13.0,Yes,No,DSL,No,No,No,No,No,No,One year,No,Electronic check,43.8,592.65,0
+1845-ZLLIG,Male,0,No,No,1.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,50.15,0
+8559-WNQZS,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,20.45,0
+3999-QGRJH,Male,1,No,No,8.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,560.85,1
+1699-UOTXU,Male,0,No,No,60.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Electronic check,61.4,3638.25,0
+2454-RPBRZ,Female,1,Yes,No,12.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,98.1,1060.2,1
+0635-WKOLD,Male,0,Yes,No,40.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),70.75,2921.75,0
+5993-JSUWV,Female,0,No,No,66.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),61.15,4017.45,0
+4518-FZBSX,Male,0,Yes,Yes,42.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,854.9,0
+5387-ASZNZ,Female,1,No,No,66.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),63.85,4174.35,0
+6988-CJEYV,Male,0,No,No,49.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,98.7,4920.55,0
+2002-MZHWP,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,1
+3097-FQTVJ,Female,0,No,No,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.0,810.3,0
+5465-BUBFA,Female,0,Yes,Yes,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.3,772.4,0
+7299-GNVPL,Female,0,Yes,Yes,23.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,84.4,1936.85,0
+9743-DQKQW,Male,0,No,No,3.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.1,79.8,0
+1215-VFYVK,Female,0,No,No,4.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,No,Mailed check,48.25,202.25,0
+9371-BITHB,Female,0,Yes,Yes,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,1070.5,0
+2265-CYWIV,Female,1,Yes,No,4.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.6,347.65,1
+9093-FPDLG,Female,0,No,No,11.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,94.2,999.9,0
+0541-FITGH,Female,0,Yes,No,2.0,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,62.15,113.1,0
+6985-HAYWX,Female,0,Yes,No,26.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),79.3,2015.8,0
+7508-KBIMB,Male,0,Yes,Yes,24.0,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),56.25,1454.25,0
+6838-HVLXG,Female,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,246.7,0
+2277-DJJDL,Male,1,Yes,No,60.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.0,6017.9,0
+1897-OKVMW,Female,0,Yes,Yes,64.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,90.6,5817.45,0
+5485-ITNPC,Male,0,Yes,No,66.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.9,5595.3,0
+0233-FTHAV,Female,0,No,No,60.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,One year,Yes,Bank transfer (automatic),79.2,4765.0,0
+4644-PIZRT,Male,0,Yes,Yes,17.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),70.35,1201.65,0
+8922-NPKBJ,Male,0,Yes,Yes,42.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,867.3,0
+2740-TVLFN,Male,0,No,No,1.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.15,50.15,0
+7771-CFQRQ,Female,0,Yes,Yes,47.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),63.8,3007.25,0
+9512-PHSMG,Female,0,Yes,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,252.75,0
+6963-EZQEE,Male,1,Yes,No,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.55,6306.5,0
+2452-KDRRH,Male,1,No,No,67.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),101.4,6841.05,0
+2004-OCQXK,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.95,81.95,1
+5027-QPKTE,Male,0,Yes,No,7.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,451.1,1
+4146-SVFUD,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.6,44.6,0
+1564-HJUVY,Male,0,No,No,4.0,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),63.75,226.2,0
+3617-XLSGQ,Female,0,Yes,Yes,66.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),109.25,7082.5,0
+7517-LDMPS,Female,0,No,No,12.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.6,1017.35,0
+7244-KXYZN,Female,0,No,No,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.45,527.35,0
+5226-NOZFC,Male,0,No,No,26.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.75,2146.5,0
+2672-HUYVI,Female,0,No,No,6.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.1,455.3,1
+1400-WIVLL,Male,0,Yes,No,57.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,107.95,5969.85,0
+7508-MYBOG,Male,0,Yes,No,14.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.1,1235.55,1
+8148-NLEGT,Female,0,Yes,Yes,42.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,22.95,1014.25,0
+0148-DCDOS,Male,0,No,No,25.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.7,2362.1,1
+8347-GDTMP,Female,0,Yes,No,64.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,1225.65,0
+9992-RRAMN,Male,0,Yes,No,22.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.1,1873.7,1
+6746-WAUWT,Male,0,No,No,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),19.7,386.5,0
+0310-MVLET,Female,0,Yes,Yes,61.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.15,6010.05,1
+0428-IKYCP,Male,0,Yes,No,22.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),87.0,1850.65,0
+4550-VBOFE,Male,1,Yes,No,70.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.95,7101.5,1
+2187-PKZAY,Male,0,No,No,12.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),79.95,1043.4,0
+4003-OCTMP,Female,0,Yes,No,31.0,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Electronic check,64.0,1910.75,0
+6652-YFFJO,Female,0,No,No,11.0,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,64.9,716.1,0
+7225-IILWY,Male,0,Yes,Yes,68.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,1686.15,0
+5248-RPYWW,Female,1,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),90.15,6716.45,0
+7923-IYJWY,Male,1,No,No,67.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.1,7839.85,0
+3170-GWYKC,Female,0,No,No,60.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.95,6236.75,0
+5696-QURRL,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.05,45.05,1
+7409-KIUTL,Female,1,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.0,71.0,1
+9830-ECLEN,Male,0,Yes,Yes,58.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Mailed check,50.0,2919.85,0
+1732-VHUBQ,Female,1,Yes,Yes,47.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.55,3309.25,1
+0495-RVCBF,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.7,79.7,1
+2668-TZSPS,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,20.45,0
+7854-EDSSA,Male,0,No,No,22.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,59.0,1254.7,1
+8869-TORSS,Female,0,No,No,48.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),60.35,2896.4,1
+7446-SFAOA,Female,0,Yes,No,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,717.5,0
+9522-ZSINC,Male,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.95,253.8,0
+8234-GSZYK,Male,0,No,No,43.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.45,1110.05,0
+6505-OZNPG,Female,0,No,No,6.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,63.4,348.8,0
+6164-HAQTX,Male,0,No,No,71.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),53.95,3888.65,0
+0679-IDSTG,Female,1,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.25,69.25,1
+7765-LWVVH,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Two year,Yes,Electronic check,95.1,6843.15,0
+1658-TJVOA,Female,1,No,No,6.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.1,450.9,0
+0953-LGOVU,Male,0,Yes,Yes,12.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,35.5,432.25,0
+2115-BFTIW,Male,0,No,No,25.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.95,1767.35,1
+4692-NNQRU,Female,0,Yes,No,21.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,One year,No,Electronic check,79.2,1742.45,0
+7742-MYPGI,Female,0,Yes,Yes,6.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,48.8,297.35,0
+0611-DFXKO,Male,0,Yes,No,20.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,89.0,1820.45,1
+7780-OTDSO,Male,0,Yes,No,18.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.4,1742.95,1
+9619-GSATL,Female,0,No,No,43.0,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,No,Electronic check,55.45,2444.25,0
+5622-UEJFI,Female,0,Yes,Yes,35.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.4,949.8,0
+9747-DDZOS,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),73.5,73.5,1
+0674-DGMAQ,Male,1,Yes,No,32.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,93.5,2970.8,0
+6203-HBZPA,Male,0,No,No,52.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),63.9,3334.95,0
+0484-FFVBJ,Male,0,No,No,32.0,Yes,No,DSL,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),64.85,2010.95,0
+0301-FIDRB,Female,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),63.8,4684.3,0
+4139-JPIAM,Male,0,No,No,51.0,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),44.45,2181.55,0
+2181-TIDSV,Male,0,Yes,Yes,68.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.95,1303.25,0
+2761-XECQW,Male,1,Yes,No,8.0,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,43.35,371.4,0
+1936-CZAKF,Male,0,Yes,No,49.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Two year,No,Credit card (automatic),49.65,2409.9,0
+9453-PATOS,Female,0,Yes,No,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,85.1,6155.4,0
+0564-JJHGS,Male,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.5,829.1,1
+3348-CFRNX,Female,0,Yes,No,28.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,92.35,2602.9,1
+4402-FTBXC,Male,0,No,No,54.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,89.8,4667.0,0
+1428-GTBJJ,Male,0,No,No,11.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.55,824.75,1
+2931-XIQBR,Female,0,Yes,Yes,50.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,103.05,5153.5,0
+0106-UGRDO,Female,0,Yes,No,69.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,116.0,8182.85,0
+5542-TBBWB,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,0
+1930-QPBVZ,Male,0,Yes,Yes,68.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),95.1,6683.4,0
+2606-PKWJB,Male,0,No,Yes,40.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,40.25,1564.05,0
+5322-ZSMZY,Male,0,Yes,Yes,31.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,755.6,0
+8059-UDZFY,Female,1,No,Yes,33.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,3465.05,0
+7740-BTPUX,Male,1,Yes,No,55.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,113.6,6292.7,0
+5220-AGAAX,Male,0,Yes,Yes,68.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.0,1664.3,0
+0208-BPQEJ,Female,0,Yes,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,198.1,0
+9435-JMLSX,Male,0,Yes,No,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.1,6045.9,0
+3352-ALMCK,Male,0,No,No,40.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,102.65,4108.15,0
+5312-IRCFR,Female,0,Yes,Yes,64.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,92.85,5980.75,0
+5294-IMHHT,Male,0,Yes,No,53.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,One year,No,Bank transfer (automatic),97.75,5043.2,0
+8802-UNOJF,Male,1,No,No,12.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,83.8,1029.75,1
+6313-GIDIT,Male,1,No,No,53.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,54.45,2854.55,1
+6176-YJWAS,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),97.95,7114.25,0
+5310-NOOVA,Male,0,No,No,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.95,907.05,0
+4526-EXKKN,Male,0,No,No,40.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.6,973.95,0
+5311-IHLEI,Male,0,No,No,12.0,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),50.95,605.75,0
+3987-KQDDU,Male,0,No,No,9.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75.6,661.55,0
+3404-JNXAX,Female,0,Yes,Yes,51.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.75,4116.9,0
+5131-PONJI,Male,0,Yes,Yes,49.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.4,4494.65,0
+2845-AFFTX,Male,1,Yes,No,41.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,4259.3,1
+3489-VSFRD,Female,0,No,No,56.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),60.25,3282.75,0
+3345-JHUEO,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.2,55.7,0
+5815-HGGHV,Male,0,Yes,No,20.0,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Mailed check,64.15,1274.45,0
+5260-UMPWX,Female,0,Yes,Yes,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.25,493.95,0
+2249-YPRNG,Female,0,Yes,Yes,20.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.85,2239.65,1
+7410-YTJIK,Female,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,75.45,480.75,1
+4626-GYCZP,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,635.6,1
+5649-RXQTV,Male,0,No,No,51.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.0,5038.15,0
+2674-MIAHT,Female,0,No,No,4.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,80.3,324.2,0
+2576-HXMPA,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.55,19.55,0
+7587-AOVVU,Male,0,Yes,Yes,27.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,No,Electronic check,100.75,2793.55,0
+5590-BYNII,Male,0,No,No,22.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.75,2095.0,1
+6898-MDLZW,Male,0,No,No,12.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,53.75,648.65,0
+3237-AJGEH,Female,0,Yes,Yes,3.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,31.0,95.05,1
+4707-YNOQA,Female,0,Yes,Yes,34.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),25.6,917.15,0
+9357-UJRUN,Male,0,Yes,No,24.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Electronic check,58.35,1346.9,0
+1591-NFNLQ,Male,0,No,No,51.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),80.0,4242.35,1
+8648-PFRMP,Female,1,No,No,14.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,46.35,672.7,0
+7663-CUXZB,Male,0,Yes,No,59.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,113.75,6561.25,0
+0258-NOKBL,Male,0,No,No,3.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Electronic check,90.4,268.45,0
+1163-VIPRI,Female,0,Yes,Yes,65.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,109.3,7337.55,0
+2815-CPTUL,Male,1,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.25,331.9,1
+9348-ROUAI,Female,0,Yes,Yes,59.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.3,5194.05,0
+9443-JUBUO,Male,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),65.25,4478.85,0
+0596-BQCEQ,Female,0,Yes,Yes,62.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.15,6283.3,1
+1481-ZUWZA,Male,0,No,No,28.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.5,2659.4,1
+3043-TYBNO,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,60.65,196.9,0
+4830-FAXFM,Male,0,No,Yes,19.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),24.1,439.2,0
+5906-BFOZT,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.5,19.5,0
+2960-NKRSO,Male,0,No,No,24.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,85.95,2107.15,0
+8996-ZROXE,Male,1,No,No,57.0,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,Yes,Electronic check,53.5,3035.8,0
+5598-IKHQQ,Female,0,No,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.45,1866.45,0
+0397-ZXWQF,Male,0,No,No,67.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.5,1430.95,0
+5266-PFRQK,Male,0,Yes,Yes,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.85,1071.6,0
+4674-HGNUA,Male,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.9,6457.15,0
+6765-MBQNU,Female,0,Yes,No,26.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,26.0,684.05,0
+9786-IJYDL,Female,0,No,No,35.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,113.2,3914.05,0
+1303-SRDOK,Female,0,Yes,Yes,55.0,Yes,No,Fiber optic,No,No,No,No,No,No,Two year,Yes,Credit card (automatic),69.05,3842.6,0
+3769-MHZNV,Female,0,Yes,Yes,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,670.35,0
+6295-OSINB,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,109.65,7880.25,0
+3308-MHOOC,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.2,19.2,0
+2309-OSFEU,Male,0,No,No,10.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,33.9,298.45,1
+2207-QPJED,Female,1,Yes,No,37.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,90.0,3371.75,0
+4177-JPDFU,Male,0,No,No,12.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,34.0,442.45,0
+2239-CFOUJ,Male,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.4,20.4,0
+8046-DNVTL,Male,0,Yes,No,62.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),38.6,2345.55,0
+2209-XADXF,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),25.25,25.25,0
+6620-JDYNW,Female,0,No,No,18.0,Yes,Yes,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,60.6,1156.35,0
+1891-FZYSA,Male,1,Yes,No,69.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.95,6143.15,1
+4770-UEZOX,Male,0,No,No,2.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.75,144.8,0
+1038-RQOST,Male,0,Yes,Yes,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,414.95,0
+7613-LLQFO,Male,0,No,No,12.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.45,1059.55,1
+4568-TTZRT,Male,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,181.8,0
+9513-DXHDA,Male,0,No,No,27.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,81.7,2212.55,0
+2640-PMGFL,Male,0,No,Yes,27.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,79.5,2180.55,1
+3801-HMYNL,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,89.15,89.15,1
+0516-QREYC,Female,1,No,No,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,459.95,0
+9685-WKZGT,Male,1,No,No,14.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,1036.75,1
+6022-UGGSO,Female,1,No,No,32.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,2276.95,1
+8084-OIVBS,Female,0,No,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.0,211.95,0
+8896-BQTTI,Male,0,No,No,1.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.0,25.0,0
+3865-QBWSJ,Male,1,No,Yes,38.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,80.45,3162.65,0
+3352-RICWQ,Female,0,Yes,Yes,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,210.65,0
+2160-GPFXD,Male,0,Yes,Yes,54.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),65.65,3566.7,0
+2065-MMKGR,Female,0,No,No,29.0,Yes,Yes,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),71.0,2080.1,0
+5857-TYBCJ,Male,1,Yes,No,44.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,4040.2,0
+1498-NHTLT,Male,0,Yes,Yes,59.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,86.75,5186.0,0
+4484-CGXFK,Female,0,No,No,3.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.3,196.15,1
+1402-PTHGN,Female,0,Yes,Yes,18.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,61.5,1087.45,0
+4176-RELJR,Male,1,No,No,67.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.1,1672.15,0
+6214-EDAKZ,Female,0,Yes,Yes,22.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,55.15,1206.05,1
+5199-FPUSP,Male,0,No,Yes,33.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),34.05,1113.95,0
+6377-KSLXC,Male,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,107.05,0
+1796-JANOW,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,38.15,0
+0238-WHBIQ,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.7,6339.3,0
+8735-NBLWT,Male,0,No,Yes,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,184.1,0
+6651-RLGGM,Male,0,Yes,Yes,67.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.3,1688.9,0
+6127-ISGTU,Female,0,Yes,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.95,1378.25,1
+1614-JBEBI,Female,0,No,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.7,137.6,0
+8740-XLHDR,Male,0,No,No,5.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,43.25,219.0,1
+1208-DNHLN,Male,0,Yes,Yes,23.0,Yes,Yes,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),48.35,1067.15,1
+1761-AEZZR,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.55,79.55,1
+3923-CSIHK,Female,1,Yes,No,50.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.05,3444.85,1
+5696-EXCYS,Male,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,369.05,0
+5795-KTGUD,Female,0,Yes,No,68.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.8,7553.6,0
+7120-RFMVS,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.5,84.5,1
+7924-GJZFI,Female,1,Yes,No,25.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.3,1813.1,0
+4702-HDRKD,Male,0,No,No,67.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),49.35,3321.35,0
+8512-WIWYV,Male,0,No,No,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.35,707.5,0
+5897-ZYEKH,Female,1,Yes,No,67.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,105.6,7112.15,0
+5456-ITGIC,Male,1,Yes,No,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.45,4641.1,0
+7317-GGVPB,Male,0,Yes,No,71.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.6,7690.9,1
+1406-PUQVY,Male,0,No,Yes,1.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.9,49.9,0
+1322-AGOQM,Male,0,No,No,46.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),30.3,1380.1,1
+3677-IYRBF,Female,1,No,No,2.0,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,30.4,78.65,1
+5692-FPTAH,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.4,45.4,1
+9114-AAFQH,Female,0,Yes,No,48.0,Yes,No,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,65.65,3094.65,0
+8715-KKTFG,Female,0,Yes,No,61.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.3,6518.35,0
+1550-LOAHA,Female,0,Yes,No,32.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),84.15,2585.95,1
+1728-BQDMA,Female,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.45,82.7,0
+0268-QKIWO,Female,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,58.85,1
+0876-WDUUZ,Female,0,No,No,5.0,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),85.4,425.9,1
+5117-ZSMHQ,Female,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),89.9,6342.7,0
+5151-HQRDG,Male,0,Yes,No,37.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,55.05,2030.75,0
+0960-HUWBM,Male,0,Yes,Yes,65.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.1,6700.05,0
+6465-GSRCL,Female,0,No,Yes,67.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),106.6,7244.7,0
+0617-FHSGK,Male,0,No,Yes,49.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),75.2,3678.3,1
+0263-FJTQO,Male,0,Yes,Yes,50.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),70.5,3486.65,0
+7319-ZNRTR,Male,0,Yes,Yes,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.6,411.15,0
+2858-MOFSQ,Female,0,No,Yes,17.0,Yes,Yes,DSL,No,No,Yes,No,No,No,One year,Yes,Mailed check,55.85,937.5,1
+7503-EPSZW,Female,0,Yes,Yes,64.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.05,1559.15,0
+7089-XXAYG,Male,0,Yes,No,25.0,No,No phone service,DSL,No,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),38.1,970.4,0
+8118-LSUEL,Male,1,No,No,23.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.4,2483.5,1
+8070-AAWZP,Male,1,Yes,No,24.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,34.25,828.2,0
+1666-JXLKU,Female,0,No,No,37.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,3810.55,0
+7855-DIWPO,Female,0,No,No,21.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.65,1493.2,0
+5133-POWUA,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.8,45.8,0
+5652-MSDEY,Female,0,No,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.75,777.3,0
+7005-CCBKV,Male,0,No,No,6.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.4,556.35,1
+1810-BOHSY,Male,0,Yes,No,51.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),96.4,4911.05,0
+1784-BXEFA,Female,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,187.35,0
+7351-MHQVU,Female,0,No,No,6.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),50.95,307.6,0
+9224-VTYID,Male,0,Yes,Yes,47.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,90.5,4318.35,0
+9500-IWPXQ,Female,0,Yes,Yes,61.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Electronic check,79.4,4820.55,0
+5762-TJXGK,Female,0,No,No,52.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),58.75,3038.55,0
+4504-YOULA,Female,0,Yes,Yes,35.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),59.45,2136.9,0
+5569-IDSEY,Male,0,Yes,No,71.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.7,7472.15,0
+4250-FDVOU,Female,0,No,No,6.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,56.25,389.1,1
+7284-ZZLOH,Male,0,Yes,No,45.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Two year,No,Credit card (automatic),53.3,2296.25,0
+5277-ZLOOR,Female,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.55,187.45,1
+2141-RRYGO,Female,0,No,No,4.0,Yes,No,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),68.65,261.25,1
+1777-JYQPJ,Male,0,No,No,2.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.3,38.45,0
+6376-GAHQE,Male,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,77.85,299.2,1
+3401-URHDA,Male,0,No,No,51.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),59.9,3043.6,0
+1599-EAHXY,Male,0,Yes,Yes,60.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),23.95,1506.4,0
+8631-XVRZL,Male,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.15,163.7,0
+5052-PNLOS,Male,0,No,No,3.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,323.25,1
+3853-LYGAM,Male,0,No,No,17.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.65,1640.0,0
+6979-ZNSFF,Female,0,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,87.05,762.1,1
+5751-USDBL,Male,0,Yes,Yes,46.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,81.0,3846.35,0
+5680-LQOGP,Female,0,No,No,68.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),82.45,5646.6,0
+2386-LAHRK,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,53.5,53.5,1
+8189-DUKMV,Female,0,Yes,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,79.05,0
+6032-IGALN,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.1,25.1,1
+9931-DCEZH,Male,0,No,Yes,28.0,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),54.4,1516.6,0
+1898-JSNDC,Female,0,No,No,39.0,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),58.6,2224.5,0
+0315-LVCRK,Male,0,No,No,11.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,84.8,888.75,0
+3911-RSNHI,Female,0,Yes,No,71.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),61.4,4310.35,0
+2410-CIYFZ,Male,0,No,Yes,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,42.9,0
+4248-HCETZ,Male,1,Yes,No,30.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.65,2365.15,1
+5505-OVWQW,Female,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.15,353.65,0
+7271-AJDTL,Female,0,Yes,No,55.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),94.45,5073.1,0
+1867-TJHTS,Female,0,No,No,58.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.8,4526.85,0
+0516-WJVXC,Female,0,No,No,5.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.2,308.25,1
+9174-FKWZE,Female,1,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.45,19.45,1
+6860-YRJZP,Male,1,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.05,678.45,0
+4429-WYGFR,Male,0,No,No,26.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),49.15,1237.3,0
+2817-LVCPP,Female,0,No,No,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1023.95,0
+5038-ETMLM,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),113.65,8182.75,0
+5056-FIMPT,Female,0,No,Yes,43.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),106.0,4532.3,0
+4521-WFJAI,Male,0,No,No,56.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.95,1444.05,0
+6569-KTMDU,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.1,19.1,0
+8809-RIHDD,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,103.4,7372.65,1
+8809-XKHMD,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),100.55,7325.1,0
+0396-YCHWO,Male,0,Yes,No,36.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.4,3474.2,0
+0867-LDTTC,Male,0,No,No,5.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),75.15,392.65,0
+4822-NGOCH,Female,0,No,No,13.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.45,1058.6,1
+9391-DXGGG,Female,1,No,No,44.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),89.15,3990.75,0
+9844-FELAJ,Female,1,Yes,Yes,70.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,107.9,7475.85,0
+2122-SZZZD,Male,0,No,No,44.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.5,835.5,0
+5307-DZCVC,Female,1,Yes,No,32.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.95,2628.6,1
+3148-AOIQT,Female,0,Yes,No,69.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.95,1718.35,0
+8679-JOEVF,Female,1,No,No,16.0,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,59.4,1023.9,1
+8395-ETZKQ,Male,1,Yes,Yes,68.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.5,1193.55,0
+6692-YQHXC,Male,0,No,No,16.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.95,1205.5,0
+3889-VWBID,Male,0,Yes,Yes,68.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),82.85,5776.45,0
+5222-JCXZT,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.0,78.9,0
+9754-CLVZW,Female,0,Yes,Yes,26.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),38.85,1025.15,0
+1432-FPAXX,Female,0,No,No,29.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.6,856.35,1
+2739-CCZMB,Male,0,No,Yes,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,122.0,0
+7080-TNUWP,Male,0,Yes,No,70.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),95.0,6602.9,0
+0496-AHOOK,Male,0,Yes,No,24.0,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),74.4,1712.9,0
+8336-TAVKX,Female,1,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),78.45,5682.25,0
+2468-SJFLM,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,74.3,74.3,0
+3181-VTHOE,Male,0,Yes,No,70.0,No,No phone service,DSL,No,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),51.05,3635.15,0
+7168-HDQHG,Female,0,Yes,Yes,36.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.2,702.9,0
+4803-AXVYP,Female,1,No,No,38.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.55,3734.25,1
+3884-HCSWG,Female,0,No,No,17.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.0,1144.5,1
+4567-AKPIA,Female,0,Yes,Yes,41.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.1,4454.25,0
+5077-DXTCG,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.3,45.3,1
+1142-WACZW,Male,0,No,No,2.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),29.85,75.6,1
+7901-HXJVA,Male,0,No,No,14.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.45,1117.55,0
+5649-ANRML,Male,1,No,No,2.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),95.1,180.25,1
+4892-VLANZ,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.8,19.8,1
+5924-IFQTT,Male,0,Yes,Yes,13.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,72.8,930.05,0
+7968-QUXNS,Male,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.95,110.15,0
+2919-HBCJO,Female,0,No,No,4.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),76.65,333.6,1
+4236-XPXAV,Female,0,Yes,Yes,5.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.15,465.05,1
+8903-WMRNW,Female,0,Yes,No,15.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.75,1669.4,0
+2452-SNHFZ,Female,0,No,No,47.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),75.45,3545.1,0
+3629-WEAAM,Female,0,No,No,8.0,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,No,Mailed check,64.1,504.05,0
+6029-CSMJE,Male,0,No,No,17.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.65,440.2,0
+7993-NQLJE,Male,0,Yes,Yes,15.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,75.1,1151.55,0
+9909-DFRJA,Female,0,No,No,26.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),95.85,2475.35,0
+9099-FTUHS,Female,0,No,No,23.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,54.4,1249.25,0
+0581-BXBUB,Female,1,No,No,4.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,72.75,317.75,0
+4962-CHQPW,Male,0,No,Yes,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.85,535.05,0
+9467-ROOLM,Female,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,461.3,0
+3030-YZADT,Male,0,No,No,9.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.95,431.0,1
+7410-KTVFV,Male,0,Yes,No,18.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,49.55,878.35,1
+5150-ITWWB,Male,1,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.85,335.75,0
+2253-KPMNB,Female,0,Yes,Yes,69.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),46.25,3121.4,0
+1345-ZUKID,Male,0,No,No,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.35,324.8,0
+6429-SHBCB,Male,0,No,No,19.0,Yes,Yes,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,69.6,1394.55,0
+9281-OFDMF,Male,1,No,No,39.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,90.7,3413.25,0
+2603-HVKCG,Male,0,No,No,31.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.4,3143.65,0
+1834-WULEG,Male,0,Yes,Yes,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,439.75,0
+9097-ZUBYC,Male,0,Yes,No,14.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),48.8,664.4,0
+5148-ORICT,Female,0,Yes,No,64.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,74.35,4759.55,0
+4893-GYUJU,Female,0,No,No,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.35,1033.0,0
+4578-PHJYZ,Male,0,Yes,Yes,52.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,68.75,3482.85,0
+7272-QDCKA,Male,0,No,No,28.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Electronic check,100.2,2688.45,0
+8908-SLFCJ,Female,0,No,No,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.85,435.25,0
+8393-DLHGA,Male,0,No,Yes,25.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.9,2448.75,1
+9766-HGEDE,Female,0,Yes,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.35,307.0,0
+6968-MHOMU,Male,0,Yes,No,58.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),45.0,2689.35,0
+7395-IGJOS,Male,1,Yes,No,17.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),81.5,1329.2,1
+5044-XDPYX,Female,0,Yes,No,51.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.5,1281.25,0
+1814-WFGVS,Male,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Mailed check,48.9,3527.0,0
+2834-SPCJV,Male,0,Yes,No,52.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.1,4348.65,1
+3721-WKIIL,Female,0,No,No,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.6,561.15,0
+6734-CKRSM,Female,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,63.6,0
+1265-ZFOSD,Female,0,Yes,No,64.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,81.3,5129.3,0
+6568-POCUI,Female,0,Yes,No,45.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),95.2,4285.8,0
+7890-VYYWG,Male,1,Yes,No,3.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,36.45,93.7,1
+5197-LQXXH,Female,0,Yes,No,71.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.3,5894.5,0
+9907-SWKKF,Female,1,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.05,25.05,1
+3457-PQBYH,Female,0,Yes,Yes,58.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.3,1160.75,0
+7682-AZNDK,Male,0,Yes,Yes,34.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.85,3091.75,0
+0587-DMGBH,Female,0,No,No,8.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.85,365.55,1
+5384-ZTTWP,Female,0,Yes,Yes,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.8,272.95,0
+3745-HRPHI,Male,0,Yes,Yes,66.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),54.65,3632.0,0
+7636-OWBPG,Male,1,No,No,12.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),29.35,381.2,0
+1231-YNDEK,Male,0,No,No,58.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.15,1035.5,0
+1407-DIGZV,Female,0,Yes,Yes,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.1,52.0,0
+6397-JNZZG,Female,1,Yes,No,43.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),55.55,2342.2,1
+0570-BFQHT,Female,0,No,No,9.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,80.55,653.9,0
+4393-OBCRR,Female,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,71.2,0
+3523-QRQLL,Female,0,Yes,Yes,22.0,Yes,No,DSL,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),69.5,1498.2,1
+8564-LDKFL,Male,0,Yes,No,40.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.0,4178.65,0
+3696-DFHHB,Female,0,No,No,68.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.5,1821.8,0
+0895-DQHEW,Male,0,Yes,No,54.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.3,5278.15,1
+4717-GHADL,Female,0,No,No,50.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,79.6,4024.2,0
+5501-TVMGM,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.25,55.25,0
+5879-HMFFH,Female,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),88.05,6520.8,0
+6772-WFQRD,Male,0,No,Yes,40.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.4,854.9,0
+3810-DVDQQ,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),117.6,8308.9,0
+6972-SNKKW,Female,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,109.2,0
+3694-GLTJM,Female,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.65,92.05,0
+8550-XSXUQ,Male,0,Yes,No,48.0,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),70.55,3420.5,0
+8149-RSOUN,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,93.85,1
+9055-MOJJJ,Female,0,Yes,Yes,64.0,Yes,No,DSL,Yes,No,No,Yes,Yes,No,One year,No,Mailed check,65.8,4068.0,0
+4359-INNWN,Female,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,337.9,0
+0585-EGDDA,Male,0,Yes,No,40.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.0,3168.75,0
+4032-RMHCI,Female,0,Yes,Yes,41.0,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),35.4,1412.4,0
+0549-CYCQN,Male,1,No,No,51.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),79.6,3974.7,0
+3481-JHUZH,Male,0,Yes,No,41.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.25,3439.0,0
+7250-EQKIY,Female,0,Yes,Yes,1.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,50.45,50.45,1
+3594-IVHJZ,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,42.45,0
+6869-FGJJC,Male,0,No,No,68.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Credit card (automatic),79.6,5461.45,0
+3896-ZVNET,Female,0,Yes,Yes,24.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.7,571.75,0
+8205-VSLRB,Male,0,Yes,No,70.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),77.3,5498.2,0
+5960-MVTUK,Male,0,No,No,3.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.75,96.85,0
+6817-WTYHE,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.9,111.05,0
+3082-VQXNH,Male,0,Yes,No,3.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),29.8,94.4,0
+4013-UBXWQ,Female,0,No,No,7.0,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,74.65,521.1,1
+4931-TRZWN,Female,0,No,No,13.0,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,71.95,923.85,0
+0750-EKNGL,Male,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,141.1,0
+7669-LCRSD,Male,0,Yes,Yes,12.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,56.3,628.65,0
+3567-PQTSO,Male,0,Yes,Yes,53.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,105.25,5576.3,0
+5519-NPHVG,Female,0,No,No,12.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,1046.1,1
+8043-PNYSD,Male,0,Yes,Yes,63.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,1245.6,0
+9938-EKRGF,Female,0,No,No,15.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Mailed check,84.45,1287.85,0
+2703-AMTUL,Male,0,Yes,Yes,36.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,53.65,1939.35,0
+0928-JMXNP,Male,1,Yes,No,4.0,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,29.9,118.25,0
+8173-RXAYP,Female,0,Yes,Yes,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,452.55,0
+4825-XJGDM,Female,0,No,No,61.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Credit card (automatic),43.7,2696.55,0
+5402-HTOTQ,Male,0,No,No,16.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.3,875.35,0
+6734-JDTTV,Male,0,Yes,Yes,65.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.85,1267.05,0
+7850-THJMU,Female,0,Yes,Yes,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,494.9,0
+3890-RTCMS,Male,0,No,No,16.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,49.45,799.0,0
+8849-GYOKR,Female,0,Yes,No,54.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),106.55,5763.3,1
+3148-BLQJT,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,20.1,1
+3717-FDJFU,Male,0,No,Yes,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,106.9,0
+3665-JATSN,Female,0,No,No,19.0,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,39.7,710.05,0
+7966-YOTQW,Male,0,No,No,10.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),54.5,568.2,0
+0461-CVKMU,Female,0,Yes,Yes,23.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,83.8,1900.25,1
+8806-EAGWC,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.15,159.15,1
+8853-TZDGH,Female,0,No,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.6,8012.75,0
+7779-LGOVN,Male,1,Yes,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.65,856.65,1
+4324-BZCKL,Female,0,Yes,Yes,10.0,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.55,551.3,0
+6924-TDGMT,Male,0,Yes,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.55,184.95,0
+9710-ZUSHQ,Female,1,No,No,37.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),106.75,4056.75,1
+1536-YHDOE,Male,0,Yes,Yes,17.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,62.1,1096.65,0
+8123-QBNAZ,Female,0,Yes,Yes,36.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),104.5,3684.95,0
+3629-ZNKXA,Male,1,No,No,17.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.8,1752.45,0
+4827-LTQRJ,Female,1,Yes,Yes,66.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),110.6,7210.85,0
+7711-YIJWC,Male,0,Yes,Yes,61.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),84.9,5264.5,0
+5482-VXSXJ,Male,0,No,No,22.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,93.2,2157.3,0
+7365-BVCJH,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.4,24.4,0
+9620-ENEJV,Female,0,No,No,6.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.55,433.95,0
+4183-WCSEP,Male,0,No,No,31.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,78.45,2435.15,1
+2378-YIZKA,Female,0,Yes,Yes,68.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.0,5607.75,0
+5498-TXHLF,Female,0,Yes,Yes,34.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,87.45,2874.15,1
+0689-DSXGL,Female,0,Yes,Yes,52.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),85.8,4433.3,0
+6818-DJXAA,Female,0,No,Yes,10.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,91.1,964.35,0
+9722-UJOJR,Male,0,Yes,Yes,29.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.75,1974.8,1
+0464-WJTKO,Female,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.1,1460.85,0
+8902-ZEOVF,Male,0,Yes,Yes,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,951.55,0
+6778-EICRF,Male,0,Yes,Yes,24.0,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,No,Mailed check,74.8,1821.2,0
+2662-NNTDK,Male,0,No,No,65.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.8,1600.95,0
+4132-KALRO,Female,0,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,100.85,399.25,0
+3902-FOIGH,Male,1,Yes,No,12.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,1218.55,1
+6772-KSATR,Male,0,No,No,1.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,81.7,81.7,1
+7112-OPOTK,Male,0,No,No,33.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,68.25,2171.15,1
+2874-YXVVA,Female,0,No,No,34.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.1,3634.8,0
+1245-HARPS,Female,0,Yes,No,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.4,292.4,0
+4210-QFJMF,Female,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.15,317.25,1
+4323-ELYYB,Male,0,Yes,Yes,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.0,218.55,0
+4293-ETKAP,Female,0,Yes,Yes,65.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.4,5071.9,0
+6064-PUPMC,Male,0,Yes,Yes,23.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),57.2,1423.35,0
+6504-VBLFL,Male,0,Yes,No,55.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Electronic check,58.6,3068.6,0
+6322-PJJDJ,Male,0,Yes,No,49.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Electronic check,94.8,4690.65,0
+0330-BGYZE,Male,0,Yes,No,60.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),102.5,6157.6,0
+1085-LDWAM,Female,0,Yes,Yes,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.35,1442.65,0
+7586-ZATGZ,Male,0,No,No,40.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.9,3369.05,0
+7197-VOJMM,Male,0,Yes,No,67.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),69.2,4671.65,0
+3318-OSATS,Male,1,No,No,35.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,3474.05,1
+5828-AVIPD,Male,0,Yes,Yes,19.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.95,1875.55,1
+1843-TLSGD,Female,0,Yes,Yes,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.85,272.35,0
+9626-VFRGG,Female,0,No,Yes,41.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),88.5,3645.05,0
+7075-BNDVQ,Female,0,No,No,4.0,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,35.0,135.75,0
+9143-CANJF,Female,0,Yes,Yes,24.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,55.15,1319.85,0
+7284-BUYEC,Female,0,No,No,5.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.95,229.4,0
+2041-JIJCI,Female,0,No,No,5.0,Yes,Yes,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,64.0,370.25,0
+1086-LXKFY,Female,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.1,69.1,1
+4900-MSOMT,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),80.2,5714.2,0
+2229-VWQJH,Female,0,No,No,24.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),49.3,1233.25,0
+9194-GFVOI,Female,0,Yes,No,42.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.35,3571.6,0
+1336-EZFZY,Female,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,83.3,0
+4282-MSACW,Male,0,No,No,68.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),117.2,8035.95,0
+1403-LKLIK,Female,0,Yes,Yes,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,579.4,0
+2636-ALXXZ,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,1
+7774-OJSXI,Male,0,No,No,31.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.45,3066.45,1
+7786-WBJYI,Female,0,No,No,4.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),77.95,305.55,1
+0136-IFMYD,Male,1,Yes,No,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.95,7634.25,0
+5144-TVGLP,Male,1,No,No,38.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.75,3653.0,0
+9643-AVVWI,Female,0,Yes,Yes,3.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.0,241.3,0
+0253-ZTEOB,Female,0,Yes,Yes,48.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,79.65,3870.3,0
+2706-QZIHY,Female,0,Yes,No,15.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.2,387.9,0
+6061-PQHMK,Female,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.9,527.5,0
+9885-CSMWE,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.45,78.45,1
+6137-MFAJN,Female,0,No,No,48.0,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,44.8,2104.55,0
+9122-UMROB,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,20.3,0
+4232-JGKIY,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.2,19.2,0
+2402-TAIRZ,Female,0,No,No,37.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Electronic check,80.05,3019.1,0
+9659-ZTWSM,Male,1,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),107.35,7051.95,0
+9139-TWBAS,Female,0,Yes,No,26.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),47.85,1190.5,0
+6685-GBWJZ,Male,0,Yes,No,63.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),70.8,4448.8,0
+5016-ETTFF,Male,0,No,No,10.0,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,29.5,255.25,1
+3866-MDTUB,Female,0,No,No,2.0,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,70.75,146.9,1
+2195-VVRJF,Male,1,Yes,No,18.0,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),59.1,1011.05,0
+3913-RDSJZ,Female,0,Yes,No,64.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.55,1714.95,0
+8058-JMEQO,Female,1,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.45,762.5,1
+4203-QGNZA,Female,0,No,Yes,28.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,535.35,0
+5043-TRZWM,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,75.55,75.55,0
+0697-ZMSWS,Male,0,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.65,338.9,1
+7657-DYEPJ,Male,1,No,No,38.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),70.15,2497.35,1
+9494-BDNNC,Male,0,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,No,Electronic check,95.3,6273.4,0
+1640-PLFMP,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.25,70.25,0
+5366-OBVMR,Female,0,Yes,No,18.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.3,908.75,0
+8276-MQBYC,Male,1,No,No,51.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.8,4913.3,1
+7593-XFKDI,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46.3,46.3,1
+4573-JKNAE,Male,0,No,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,212.3,0
+0337-CNPZE,Female,0,No,No,41.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.3,4443.45,1
+9817-APLHW,Male,0,No,No,12.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,25.0,316.2,0
+8380-MQINP,Female,0,Yes,Yes,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.3,1079.05,0
+0840-DFEZH,Female,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.35,564.65,0
+1513-XNPPH,Female,0,No,No,12.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.4,1095.65,1
+8690-ZVLCL,Female,0,Yes,Yes,68.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.0,6161.9,0
+6015-VVHHE,Female,1,No,No,5.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),83.15,446.05,1
+1125-SNVCK,Female,1,No,No,49.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.8,2106.05,0
+0384-LPITE,Male,0,No,No,40.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),62.05,2511.55,0
+4616-EWBNJ,Female,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.1,318.6,0
+6347-DCUIK,Male,0,No,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.15,811.8,1
+1335-HQMKX,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,101.35,7323.15,0
+2545-EBUPK,Female,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.05,186.05,0
+6923-AQONU,Male,0,Yes,Yes,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.9,454.0,0
+2172-EJXVF,Female,1,No,No,71.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,105.9,7521.95,0
+0897-FEGMU,Female,0,Yes,No,11.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.5,1056.95,1
+7663-RGWBC,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.15,44.15,1
+1120-BMWUB,Female,0,No,No,16.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,53.9,834.15,1
+9124-LHCJQ,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,85.45,85.45,1
+4536-PLEQY,Male,0,Yes,No,12.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.05,999.8,0
+7029-IJEJK,Female,0,No,No,54.0,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,One year,No,Bank transfer (automatic),44.1,2369.7,0
+8871-JLMHM,Female,0,Yes,No,68.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),90.2,6297.65,0
+2235-ZGKPT,Female,0,Yes,Yes,4.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.85,239.55,1
+3891-PUQOD,Female,0,No,Yes,1.0,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,59.2,59.2,1
+5447-VYTKW,Male,0,No,No,27.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,53.45,1461.45,0
+3623-FQBOX,Male,0,No,No,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,416.4,0
+0689-NKYLF,Male,0,No,No,13.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,83.2,1060.6,1
+8659-HDIYE,Female,1,No,No,64.0,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),74.65,4869.35,0
+3658-KIBGF,Female,0,No,No,1.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,54.9,54.9,1
+3474-BAFSJ,Male,0,Yes,No,57.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),57.5,3265.95,0
+5519-YLDGW,Female,0,Yes,No,21.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.9,2254.2,1
+3865-ZFZIB,Male,0,No,No,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,358.15,0
+1855-AGAWH,Male,0,Yes,No,31.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,93.8,2939.8,0
+7109-CQYUZ,Male,0,No,No,52.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,89.25,4652.4,0
+1370-GGAWX,Female,0,No,No,46.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,94.15,4408.45,0
+4680-KUTAJ,Female,1,No,No,11.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,55.6,580.8,0
+5307-UVGNB,Female,0,Yes,Yes,53.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),48.7,2495.2,0
+4946-EDSEW,Female,0,Yes,Yes,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.25,180.3,1
+2883-ILGWO,Male,1,No,No,57.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.9,5913.95,0
+2516-VQRRV,Female,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.45,158.4,1
+7580-UGXNC,Female,1,No,No,2.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.85,104.2,1
+3642-BYHDO,Female,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.9,1389.35,0
+9629-NHXFW,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,19.4,0
+2696-RZVZW,Male,0,Yes,No,68.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,1629.2,0
+5766-FTRTS,Male,0,Yes,No,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,84.45,6033.1,0
+0396-HUJBP,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.3,44.4,0
+5178-LMXOP,Male,1,Yes,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,95.1,1
+8879-ZKJOF,Female,0,No,No,41.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),79.85,3320.75,0
+6285-FTQBF,Male,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.55,1867.7,0
+8185-UPYBR,Male,0,Yes,No,6.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,438.0,1
+4585-HETAI,Female,0,Yes,Yes,4.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,73.75,325.45,1
+7526-BEZQB,Male,0,No,No,12.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.05,1148.1,1
+1474-JUWSM,Female,0,Yes,No,58.0,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Electronic check,68.4,3972.25,0
+3530-CRZSB,Female,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,155.9,0
+8498-XXGWA,Female,0,Yes,No,65.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.15,3673.15,0
+9617-INGJY,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.6,70.6,0
+0621-TSSMU,Male,0,Yes,No,56.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.95,1126.75,0
+7234-KMNRQ,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.0,73.45,0
+7636-PEPNS,Female,0,Yes,Yes,58.0,Yes,No,DSL,No,No,No,No,No,No,One year,Yes,Mailed check,44.1,2413.05,0
+4683-WYDOU,Male,0,Yes,No,62.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.6,6912.7,0
+9052-DHNKM,Male,0,No,No,26.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,No,Electronic check,61.55,1581.95,0
+6794-HKIAJ,Male,0,No,No,62.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),90.7,5586.45,0
+5578-NKCXI,Female,0,Yes,Yes,58.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Credit card (automatic),99.25,5846.65,0
+1642-HMARX,Female,0,Yes,No,68.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,91.7,6424.7,0
+3096-WPXBT,Female,0,Yes,Yes,61.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),100.7,6018.65,0
+8434-PNQZX,Female,0,No,No,42.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),78.45,3373.4,0
+5950-AAAGJ,Male,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),84.3,1537.9,0
+4299-OPXEJ,Female,0,No,No,56.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.55,1080.55,0
+4951-UKAAQ,Female,0,No,No,4.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,88.95,355.2,1
+9618-LFJRU,Female,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.45,82.85,0
+6693-DJWTY,Female,0,No,Yes,35.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Credit card (automatic),55.6,2016.45,0
+0744-GKNGE,Female,0,Yes,Yes,64.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),86.8,5327.25,0
+6447-EGDIV,Female,0,No,No,31.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.95,683.25,0
+1167-OYZJF,Female,1,Yes,No,67.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.05,1263.05,0
+2108-YKQTY,Female,0,No,No,4.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),50.7,151.3,1
+4806-DXQCE,Female,1,Yes,No,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,113.65,7714.65,0
+4918-QLLIW,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),53.4,188.7,1
+7056-IMHCC,Male,1,Yes,No,53.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.9,5549.4,1
+4854-SSLTN,Male,0,Yes,Yes,2.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,59.5,130.5,0
+5294-DMSFH,Female,0,Yes,Yes,29.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),87.8,2621.75,0
+4837-PZTIC,Female,0,No,No,47.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,41.9,1875.25,0
+1625-JAIIY,Female,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,Yes,Electronic check,83.0,5685.8,1
+0603-OLQDC,Male,0,No,Yes,12.0,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,69.85,837.5,0
+3272-VUHPV,Female,0,Yes,Yes,8.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),56.3,401.5,0
+4176-FXYBO,Male,0,Yes,No,54.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,109.55,6118.95,0
+1063-DHQJF,Male,0,Yes,Yes,69.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,Yes,Mailed check,92.15,6480.9,0
+8663-UPDGF,Female,0,No,No,26.0,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.5,1800.05,0
+6719-FGEDO,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),97.0,7104.2,0
+1837-YQUCE,Female,0,No,No,70.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),58.35,4214.25,0
+2947-DOMLJ,Male,0,No,Yes,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.6,50.6,1
+4112-LUEIZ,Male,0,No,No,10.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,863.1,1
+0369-ZGOVK,Female,0,Yes,Yes,28.0,Yes,No,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),70.4,1992.2,0
+4510-HIMLV,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,69.8,1
+9919-KNPOO,Female,0,Yes,No,21.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.3,1948.35,0
+8749-JMNKX,Male,1,Yes,No,51.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.8,4750.95,1
+7872-BAAZR,Female,0,Yes,Yes,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.55,1007.9,0
+9391-LMANN,Male,0,No,Yes,53.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,No,Electronic check,95.95,5036.9,0
+2430-USGXP,Male,0,Yes,No,24.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.05,2391.8,1
+8174-TBVCF,Female,0,Yes,No,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),94.8,6859.05,0
+1698-XFZCI,Male,0,No,No,61.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.75,6521.9,0
+1877-HKBQX,Female,0,No,No,11.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,54.6,617.85,0
+4450-DLLMH,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),71.3,157.75,0
+0428-AXXLJ,Male,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.5,516.3,0
+2746-DIJLO,Female,0,No,No,41.0,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Credit card (automatic),56.3,2364.0,0
+5955-ERIHD,Male,0,Yes,No,18.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.7,1687.95,1
+0917-EZOLA,Male,1,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.15,7689.95,1
+3508-VLHCZ,Female,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.55,6239.05,0
+4086-ATNFV,Female,0,Yes,Yes,34.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Mailed check,60.8,2042.05,0
+0468-YRPXN,Male,0,No,No,29.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.8,2807.1,0
+5996-NRVXR,Male,1,Yes,No,40.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),98.15,4116.8,0
+3739-YBWAB,Male,0,Yes,No,36.0,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,35.35,1317.95,0
+7047-FWEYA,Female,0,Yes,No,46.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,103.15,4594.65,0
+2000-MPKCA,Female,0,No,No,58.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.75,6332.75,0
+9762-YAQAA,Male,0,No,No,39.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,No,Credit card (automatic),81.4,3213.75,0
+5949-EBSQK,Male,0,Yes,Yes,4.0,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),61.45,229.55,1
+5473-KHBPS,Female,0,Yes,Yes,52.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),95.7,4976.15,0
+0100-DUVFC,Male,1,Yes,No,70.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.8,7308.95,0
+5397-TUPSH,Male,1,Yes,No,65.0,Yes,No,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),70.95,4555.2,0
+8950-MTZNV,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.95,44.95,0
+0326-VDYXE,Female,0,Yes,No,70.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,97.65,6982.5,0
+6773-LQTVT,Female,1,Yes,Yes,29.0,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,35.65,1025.15,0
+7274-RTAPZ,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.55,90.55,1
+0436-TWFFZ,Female,0,No,No,67.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,85.25,5714.2,0
+8566-YPRGL,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.5,19.5,0
+0311-UNPFF,Female,0,No,No,26.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),88.8,2274.35,1
+6609-MXJHJ,Female,0,Yes,Yes,30.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,25.1,789.55,0
+2669-OIDSD,Female,0,Yes,No,48.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.05,4834.0,0
+8400-WZICQ,Female,0,Yes,Yes,55.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.7,3131.8,0
+3834-XUIFC,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,85.2,602.55,1
+9576-SYUHJ,Male,0,No,No,37.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.15,3369.25,0
+0410-IPFTY,Female,0,Yes,No,31.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),83.85,2674.15,0
+2831-EBWRN,Male,0,No,No,4.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.9,199.75,0
+9430-NKQLY,Male,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.1,1790.8,0
+8414-MYSHR,Male,1,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.4,449.75,1
+0247-SLUJI,Male,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,19.7,0
+9402-ORRAH,Female,1,No,No,15.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.5,1400.3,0
+6483-OATDN,Male,0,Yes,Yes,8.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),51.3,411.6,0
+1293-HHSHJ,Female,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,21.1,741.0,0
+4840-ORQXB,Female,1,No,No,56.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,104.75,5841.35,0
+7599-FKVXZ,Male,0,Yes,No,42.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),106.15,4512.7,1
+3982-DQLUS,Male,1,Yes,Yes,65.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,85.75,5688.45,0
+8610-ZIKJJ,Female,0,Yes,Yes,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,31.9,0
+3756-VNWDH,Male,1,Yes,No,65.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,100.75,6674.65,0
+7801-KICAO,Female,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.15,1345.75,0
+7673-LPRNY,Female,0,No,No,23.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,78.55,1843.05,0
+8229-TNIQA,Female,0,No,No,4.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.3,196.95,1
+6060-QBMGV,Male,0,Yes,No,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1433.8,0
+7339-POGZN,Female,0,No,No,4.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,50.7,214.55,0
+2828-SLQPF,Male,0,No,No,19.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.0,865.85,0
+4465-VDKIQ,Female,0,No,No,18.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,77.8,1358.6,0
+2921-XWDJH,Female,1,Yes,No,38.0,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.45,3147.15,0
+6221-AVQYL,Male,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.25,131.05,1
+2558-BUOZZ,Male,0,No,No,47.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,No,Bank transfer (automatic),94.8,4535.85,0
+9257-AZMTZ,Female,0,Yes,Yes,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.1,1078.75,0
+0003-MKNFE,Male,0,No,No,9.0,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,59.9,542.4,0
+0975-UYDTX,Female,0,Yes,No,26.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),90.1,2312.55,0
+7743-EXURX,Male,0,Yes,Yes,8.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,51.05,415.05,1
+4682-BLBUC,Male,0,Yes,No,44.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,70.95,3250.45,0
+0975-VOOVL,Female,0,No,No,3.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,29.2,98.5,0
+5968-VXZLG,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),46.6,87.9,0
+5569-KGJHX,Female,0,Yes,Yes,9.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.35,754.65,1
+4988-IQIGL,Male,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.35,75.35,1
+5201-FRKKS,Male,0,No,No,25.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.3,1952.25,0
+9799-CAYJJ,Female,1,Yes,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.3,153.8,0
+7730-IUTDZ,Male,0,No,No,43.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.2,3198.6,1
+0426-TIRNE,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,20.9,1
+5443-SCMKX,Female,0,Yes,No,58.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,94.3,5610.15,0
+8295-KMENE,Female,0,Yes,Yes,59.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Mailed check,76.45,4519.5,0
+6738-ISCBM,Male,0,No,No,44.0,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,54.0,2440.25,0
+9821-BESNZ,Male,0,No,No,66.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,104.25,6860.6,0
+3678-MNGZX,Male,0,Yes,Yes,68.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.95,1377.7,0
+1335-NTIUC,Male,0,No,No,9.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.95,190.25,0
+2916-BQZLN,Male,0,No,No,19.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.75,1651.95,0
+4558-CGYCZ,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,78.3,0
+2368-GAKKQ,Female,0,No,No,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),113.65,7939.25,0
+8710-YGLWG,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.9,44.9,0
+3199-XGZCY,Female,0,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.25,576.7,0
+3785-KTYSH,Male,0,No,No,53.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.6,1279.0,0
+6814-ZPWFQ,Male,1,No,No,51.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.0,1260.7,0
+4063-EIKNQ,Male,0,Yes,Yes,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,267.35,0
+6993-YCOBK,Male,0,Yes,Yes,60.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.6,6586.85,0
+5206-HPJKM,Male,0,No,No,17.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),55.5,934.15,0
+7587-RZNME,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,43.3,123.65,1
+0748-RDGGM,Male,0,Yes,No,70.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.5,7534.65,1
+8393-JMVMB,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,19.45,0
+5019-GQVCR,Male,1,No,No,43.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.85,3645.6,0
+6036-TTFYU,Female,0,Yes,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,314.45,0
+2550-AEVRU,Female,0,Yes,Yes,57.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Electronic check,53.45,3053.0,0
+0969-RGKCU,Male,0,Yes,Yes,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,677.05,0
+0378-CJKPV,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),112.1,7965.95,0
+4706-AXVKM,Female,1,No,No,11.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),84.8,906.85,1
+5889-JTMUL,Female,1,Yes,No,50.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,95.05,4888.7,1
+9026-RNUJS,Male,1,No,No,5.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,50.35,237.25,1
+3746-EUBYR,Male,0,Yes,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.6,74.6,1
+2332-EFBJY,Male,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.7,342.4,1
+2880-FPNAE,Male,1,Yes,No,2.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.2,140.1,0
+1703-MGIAB,Female,0,No,No,17.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,69.0,1108.0,0
+4311-QTTAI,Female,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.35,295.55,0
+9474-PHLYD,Female,0,No,No,15.0,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,59.45,892.65,1
+4318-RAJVY,Female,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.8,198.25,0
+2165-VOEGB,Female,0,No,Yes,46.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,4822.85,1
+3612-YUNGG,Male,0,Yes,Yes,64.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.2,6741.15,0
+2254-DLXRI,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,79.15,79.15,0
+5062-CJJKH,Male,0,Yes,Yes,25.0,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,No,Mailed check,53.65,1355.45,0
+9028-LIHRP,Male,0,Yes,Yes,71.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),100.2,7209.0,0
+2219-MVUSO,Male,0,No,No,8.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.15,438.4,1
+1053-MXTTK,Female,0,Yes,Yes,72.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.65,7726.35,0
+1530-ZTDOZ,Female,0,Yes,No,49.0,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),40.65,2070.75,0
+1301-LOPVR,Male,0,Yes,Yes,29.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),55.35,1636.95,0
+0853-TWRVK,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),105.6,7581.5,0
+8914-RBTSB,Male,0,Yes,No,31.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Electronic check,93.8,3019.5,1
+6212-ATMLK,Female,0,No,No,50.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.7,4729.75,0
+8200-LGKSR,Male,0,Yes,No,71.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,83.2,6126.1,0
+1568-BEKZM,Male,1,Yes,No,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.05,6333.4,0
+0670-ANMUU,Male,0,No,No,71.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,One year,No,Credit card (automatic),97.65,6687.85,0
+6897-RWMUB,Male,0,Yes,Yes,61.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),68.05,4158.25,0
+0963-ZBDRN,Male,0,No,No,32.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,96.2,3183.4,1
+7594-RQHXR,Female,0,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.6,79.6,1
+6999-CHVCF,Male,0,No,No,68.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Bank transfer (automatic),102.1,7149.35,0
+6134-KWTBV,Male,0,No,No,62.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.4,1429.65,0
+1077-HUUJM,Female,0,No,Yes,7.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.05,472.65,0
+6331-EWIEB,Male,0,No,No,20.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.25,1734.5,1
+0895-LNKRC,Male,0,Yes,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.45,113.5,0
+2045-BMBTJ,Female,1,No,No,33.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),59.45,1884.65,0
+8417-GSODA,Male,0,Yes,Yes,28.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Bank transfer (automatic),92.2,2568.15,0
+5171-EPLKN,Male,0,No,No,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,470.0,0
+4452-QIIEB,Male,0,No,No,7.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.9,278.4,0
+5998-VVEJY,Male,0,No,No,26.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.5,2088.8,1
+1624-NALOJ,Male,1,No,No,5.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.8,502.6,1
+6741-EGCBI,Male,1,No,No,30.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.5,2595.85,0
+7820-ZYGNY,Male,0,No,No,63.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,No,Credit card (automatic),90.45,5825.5,0
+4317-VTEOA,Male,0,No,No,1.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,50.75,50.75,1
+9677-AVKED,Female,0,No,Yes,53.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,84.6,4449.75,0
+1670-SVOWZ,Female,0,Yes,Yes,14.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),89.65,1208.35,1
+2227-JRSJX,Female,0,No,No,21.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.15,1956.4,0
+9847-HNVGP,Male,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,310.6,0
+6696-YDAYZ,Male,0,Yes,Yes,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,290.55,0
+8980-WQFWL,Female,0,No,No,35.0,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,62.1,2096.1,0
+1730-ZMAME,Female,1,No,No,32.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.5,2665.0,0
+6506-EYCNH,Female,0,Yes,Yes,28.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.55,543.8,0
+4634-JLRJT,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.35,20.35,0
+9501-UKKNL,Male,0,No,No,59.0,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,51.7,3005.8,0
+2560-QTSBS,Female,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),23.3,1623.15,0
+7541-YLXCL,Male,0,No,No,36.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,65.4,2498.4,1
+4795-WRNVT,Female,0,No,No,40.0,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,No,Mailed check,65.1,2586.0,0
+6080-TCMYC,Male,0,Yes,Yes,40.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.2,3292.3,0
+0260-ZDLGK,Female,0,No,Yes,9.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,72.9,651.4,1
+7860-UXCRM,Male,0,Yes,Yes,63.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),74.5,4674.55,0
+6357-JJPQT,Female,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.5,232.35,0
+2292-XQWSV,Male,0,Yes,Yes,40.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Mailed check,60.3,2448.5,0
+9552-TGUZV,Male,0,Yes,No,8.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.0,658.1,0
+5913-INRQV,Male,1,Yes,No,34.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,One year,No,Mailed check,90.15,3128.8,0
+8722-NGNBH,Male,0,No,No,5.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,40.0,223.45,1
+6210-KBBPI,Male,1,No,No,9.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.45,919.4,1
+9643-YBLUR,Male,0,Yes,No,9.0,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),69.05,653.95,0
+8734-FNWVH,Male,0,Yes,Yes,31.0,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),59.7,1825.5,0
+9447-YPTBX,Female,0,Yes,No,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,943.1,0
+0133-BMFZO,Female,0,No,No,2.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,86.25,181.65,1
+6128-CZOMY,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.65,45.65,1
+9540-JYROE,Male,0,No,No,8.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.1,551.35,1
+9026-LHEVG,Female,0,No,No,9.0,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,40.75,359.4,0
+2260-USTRB,Female,1,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.2,115.95,1
+3656-TKRVZ,Female,0,No,No,3.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.35,165.2,1
+7011-CVEUC,Male,0,Yes,No,25.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.7,2338.35,0
+6185-TASNN,Male,1,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.3,46.3,0
+7925-PNRGI,Female,0,Yes,Yes,45.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,No,Mailed check,81.3,3541.1,0
+8623-TMRBY,Male,1,Yes,Yes,51.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.2,4146.05,1
+1552-CZCLL,Female,0,Yes,Yes,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.0,1087.25,0
+3038-PQIUY,Female,0,No,No,38.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),66.15,2522.4,0
+1501-SGHBW,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.85,81.0,1
+9313-CDOGY,Male,0,Yes,Yes,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.6,717.3,0
+8148-BPLZQ,Male,0,No,No,34.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.8,1734.2,0
+2623-DRYAM,Female,0,Yes,No,70.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,101.75,7069.3,0
+9987-LUTYD,Female,0,No,No,13.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,55.15,742.9,0
+3208-YPIOE,Male,0,No,No,39.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.25,3017.65,1
+4488-KQFDT,Female,0,No,No,61.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.95,6423.0,0
+2612-RANWT,Female,0,No,No,12.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.15,1164.3,1
+5693-PIPCS,Male,0,No,No,41.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),99.65,4220.35,0
+0491-KAPQG,Male,0,No,No,21.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.7,1558.7,0
+1925-LFCZZ,Male,1,No,No,55.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),50.05,2743.45,0
+8039-EQPIM,Male,0,Yes,No,69.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),60.25,4055.5,0
+6900-PXRMS,Male,1,Yes,Yes,26.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,105.75,2710.25,1
+8707-RMEZH,Female,1,Yes,No,69.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Credit card (automatic),87.3,6055.55,0
+3346-BRMIS,Female,1,Yes,No,18.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.35,810.7,1
+3209-ZPKFI,Male,0,Yes,Yes,47.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.25,2538.2,0
+6479-VDGRK,Female,0,Yes,Yes,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.3,6129.2,0
+9373-WSLOY,Male,1,Yes,No,33.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,50.0,1750.85,0
+2933-FILNV,Female,0,Yes,Yes,2.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.4,36.55,1
+3569-JFODW,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.95,6652.45,0
+9819-FBNSV,Male,1,Yes,No,37.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),72.25,2575.45,0
+9544-PYPSJ,Female,1,Yes,Yes,62.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),96.1,6019.35,0
+1591-XWLGB,Female,0,Yes,No,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1379.6,0
+0396-UKGAI,Male,0,No,Yes,23.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),55.3,1284.2,0
+3243-ZHOHY,Female,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,296.15,0
+5186-EJEGL,Male,0,No,No,9.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,69.5,653.25,0
+7527-QNRUS,Male,0,Yes,Yes,17.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,25.15,412.6,0
+9986-BONCE,Female,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,85.5,1
+2722-JMONI,Female,1,Yes,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.55,49.55,1
+2203-GHNWN,Female,0,Yes,No,24.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.65,1928.7,0
+3878-AVSOQ,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.25,71.25,0
+3258-SYSWS,Male,1,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),113.8,7845.8,0
+5296-PSYVW,Female,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.55,1750.7,0
+6319-QSUSR,Female,0,No,Yes,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,216.2,0
+4083-EUGRJ,Male,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,178.5,1
+7579-OOPEC,Female,1,Yes,No,2.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),50.15,115.1,1
+0512-FLFDW,Female,1,Yes,No,60.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),100.5,6029.0,0
+1771-OADNZ,Male,1,Yes,No,29.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.9,2745.2,1
+0487-CRLZF,Female,0,No,No,49.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.45,3721.9,0
+2107-FBPTK,Female,1,No,No,30.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.1,3121.1,0
+9451-WLYRI,Female,0,Yes,No,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.05,990.45,0
+8219-VYBVI,Male,0,No,Yes,39.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.0,1004.35,0
+1991-VOPLL,Female,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,157.65,0
+9738-QLWTP,Male,0,No,No,39.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,One year,No,Electronic check,81.9,3219.75,0
+1016-DJTSV,Male,1,No,No,8.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,572.85,0
+9419-IPPBE,Female,0,Yes,Yes,51.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,One year,Yes,Electronic check,90.15,4554.85,0
+0174-QRVVY,Male,0,Yes,Yes,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.35,1847.55,0
+5699-BNCAS,Male,1,No,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.65,1766.75,0
+2900-PHPLN,Female,1,Yes,No,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.55,1462.05,0
+0612-RTZZA,Female,1,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.25,25.25,1
+8106-GWQOK,Male,0,Yes,No,38.0,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.0,2193.2,0
+8751-EDEKA,Female,0,Yes,No,28.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),89.9,2433.5,0
+6878-GGDWG,Female,0,Yes,No,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,641.15,0
+4039-PIMHX,Male,1,Yes,No,49.0,Yes,No,DSL,No,Yes,No,No,No,No,Two year,No,Mailed check,49.8,2398.4,0
+8450-LUGUK,Female,0,Yes,Yes,37.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.1,861.85,0
+3604-WLABM,Female,0,No,No,10.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,54.25,583.0,0
+0795-GMVQO,Male,0,Yes,No,67.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),109.9,7332.4,0
+2259-OUUSZ,Male,0,No,No,7.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),35.5,249.55,0
+1142-IHLOO,Female,0,No,No,51.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Credit card (automatic),87.55,4475.9,0
+6410-LEFEN,Female,0,No,No,9.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.15,416.45,1
+4633-MKHYU,Female,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,88.4,788.6,0
+6257-RJOHI,Male,0,No,No,4.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.8,202.3,0
+1545-JFUML,Male,0,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Electronic check,99.0,6994.6,0
+3194-ORPIK,Female,0,Yes,Yes,50.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),84.4,4116.15,1
+7826-VVKWT,Female,1,Yes,Yes,24.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,96.55,2263.45,0
+1353-GHZOS,Male,0,Yes,No,22.0,Yes,No,DSL,Yes,No,No,No,Yes,No,One year,Yes,Bank transfer (automatic),59.75,1374.35,0
+2587-EKXTS,Male,0,No,No,44.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,111.5,4915.15,0
+5442-BXVND,Female,0,Yes,Yes,33.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),24.25,838.5,0
+8816-VXNZD,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.1,75.1,1
+9378-FXTIZ,Female,0,Yes,No,54.0,Yes,Yes,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),70.15,3715.65,1
+1723-HKXJQ,Male,0,No,No,42.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.75,4273.45,1
+7825-GKXMW,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.8,45.8,1
+9753-OYLBX,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,0
+2364-UFROM,Male,0,No,No,30.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Electronic check,70.4,2044.75,0
+6656-JWRQX,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,30.55,30.55,0
+6473-ULUHT,Male,0,Yes,Yes,16.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,84.9,1398.25,0
+1240-KNSEZ,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.1,20.1,1
+0836-SEYLU,Male,0,Yes,No,9.0,No,No phone service,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Mailed check,40.65,328.95,1
+4433-JCGCG,Male,1,Yes,No,46.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.0,4680.05,1
+3716-BDVDB,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.1,69.1,1
+7688-AWMDX,Male,0,Yes,No,71.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),54.5,3778.2,0
+2842-BCQGE,Male,0,No,No,43.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.35,3161.4,0
+7244-QWYHG,Male,0,Yes,No,50.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),44.45,2188.45,0
+5899-MQZZL,Female,0,No,No,13.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.0,999.45,1
+6849-OYAMU,Male,0,Yes,Yes,19.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),100.0,1888.65,1
+5312-UXESG,Female,0,No,No,41.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),98.05,3990.6,0
+9488-HGMJH,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.15,71.15,1
+6038-GCYEC,Female,0,No,No,24.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),54.15,1240.25,1
+2150-WLKUW,Female,0,Yes,No,40.0,Yes,Yes,DSL,No,Yes,No,No,Yes,No,One year,No,Bank transfer (automatic),63.9,2635.0,0
+7159-FVYPK,Female,0,Yes,Yes,3.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.15,235.0,0
+7032-LMBHI,Female,0,No,No,37.0,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,No,Bank transfer (automatic),64.65,2347.85,0
+1150-WFARN,Female,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.75,7156.2,1
+6088-BXMRG,Female,0,Yes,Yes,32.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.85,3089.6,0
+3144-AUDBS,Female,0,Yes,No,6.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.15,270.8,1
+4821-SJHJV,Female,0,Yes,Yes,32.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,89.6,2901.8,0
+7346-MEDWM,Female,0,No,No,59.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,83.25,4949.1,0
+1137-DGOWI,Female,0,Yes,No,30.0,Yes,No,DSL,No,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),70.25,2198.9,0
+5616-PRTNT,Male,0,No,Yes,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.4,374.5,1
+3812-LRZIR,Female,0,Yes,Yes,27.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.5,761.95,0
+4818-QIUFN,Female,1,No,No,20.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.15,1520.9,1
+9483-GCPWE,Male,0,No,Yes,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,190.25,0
+4227-OJHAL,Female,0,Yes,Yes,68.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),73.0,5163.0,0
+9220-CXRSC,Female,0,Yes,Yes,69.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Two year,No,Credit card (automatic),61.4,4059.85,0
+4993-JCRGJ,Male,0,No,No,26.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,84.3,2281.6,0
+9537-JALFH,Male,0,Yes,Yes,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.9,1356.7,0
+6698-OXETB,Male,0,No,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.4,231.45,0
+2103-ZRXFN,Male,0,No,No,1.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.75,50.75,0
+3724-BSCVH,Male,0,Yes,Yes,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.45,242.4,0
+4877-TSOFF,Female,0,Yes,Yes,55.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),75.75,4264.25,0
+9209-NWPGU,Male,0,No,No,44.0,Yes,No,DSL,Yes,No,No,Yes,Yes,No,One year,No,Electronic check,65.4,2774.55,0
+6961-VCPMC,Male,1,Yes,No,46.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.4,3605.2,1
+7306-YDSOI,Male,0,Yes,Yes,69.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),59.75,4069.9,0
+5288-AHOUP,Male,1,No,No,11.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.5,874.2,0
+6688-UZPWD,Female,0,Yes,No,11.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.0,1145.35,1
+0655-YDGFJ,Male,0,No,No,29.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),48.95,1323.7,0
+8468-EHYJA,Female,0,Yes,No,57.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.65,5497.05,0
+6823-SIDFQ,Male,0,No,No,28.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),18.25,534.7,0
+1097-FSPVW,Female,0,No,No,42.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),54.55,2455.05,0
+2839-RFSQE,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,38.7,1
+8328-SKJNO,Male,0,No,Yes,23.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),40.65,947.4,0
+7010-ZMVBF,Female,0,Yes,Yes,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,357.0,0
+5201-CBWYG,Male,0,Yes,Yes,62.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.8,1476.25,0
+0968-GSIKN,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.8,70.8,1
+1965-DDBWU,Male,0,No,No,16.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),89.05,1448.6,1
+9057-SIHCH,Female,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.6,291.9,1
+6352-GIGGQ,Male,0,No,No,67.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),88.8,5903.15,0
+3635-QQRQD,Male,0,No,No,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.05,1201.65,0
+6771-XWBDM,Female,0,Yes,No,57.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),104.5,5921.35,1
+2897-DOVND,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,146.65,0
+3082-YVEKW,Female,0,Yes,Yes,23.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),77.15,1759.4,0
+0191-EQUUH,Female,0,No,Yes,25.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),35.05,844.45,0
+7134-HBPBS,Female,1,No,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.1,7774.05,0
+3489-HHPFY,Female,0,Yes,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.05,134.05,0
+2926-JEJJC,Female,0,No,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.2,140.95,0
+8601-QACRS,Female,0,No,No,5.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.6,249.95,1
+4950-BDEUX,Male,0,No,No,35.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,49.2,1701.65,0
+5789-LDFXO,Male,0,No,No,24.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.6,592.65,0
+0508-OOLTO,Female,0,Yes,Yes,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.65,135.75,0
+2984-TBYKU,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),104.9,7732.65,0
+9822-WMWVG,Female,0,No,No,41.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,106.5,4282.4,0
+2391-SOORI,Male,0,No,Yes,4.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,49.35,219.65,1
+9040-KZVWO,Male,0,No,No,26.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,One year,No,Bank transfer (automatic),75.5,2018.1,0
+2645-QTLMB,Male,0,No,No,7.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.25,669.0,1
+4806-HIPDW,Female,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.95,68.95,1
+1548-ARAGG,Female,0,Yes,Yes,4.0,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,58.5,224.85,0
+6339-RZCBJ,Male,0,No,No,48.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),78.9,3771.5,0
+4424-TKOPW,Male,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,196.75,1
+4415-WNGVR,Female,1,Yes,No,12.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,79.2,943.85,0
+2522-AHJXR,Male,0,Yes,No,60.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.45,6572.85,0
+0412-UCCNP,Male,0,No,No,55.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Electronic check,59.2,3175.85,0
+1816-FLZDK,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,29.15,29.15,0
+7096-UCLNH,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,0
+8443-ZRDBZ,Male,0,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.05,318.9,1
+9136-ALYBR,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.45,24.45,1
+4615-PIVVU,Female,0,No,No,42.0,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),66.5,2762.75,0
+8885-QSQBX,Female,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),49.55,49.55,0
+7479-NITWS,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.35,631.85,1
+8617-ENBDS,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),73.6,232.5,0
+9385-NXKDA,Female,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),82.65,5919.35,0
+0430-IHCDJ,Male,0,No,No,15.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.0,749.25,0
+2959-MJHIC,Male,0,Yes,No,4.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.35,307.4,1
+6674-KVJHG,Female,0,No,No,11.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,25.2,245.15,0
+1814-DKOLC,Female,0,No,No,5.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.45,134.75,0
+4201-JMNGR,Female,1,No,No,1.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,55.8,55.8,1
+9351-HXDMR,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.9,8240.85,0
+3537-HPKQT,Female,0,Yes,No,55.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),77.75,4266.4,0
+2129-ALKBS,Female,0,Yes,Yes,40.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,26.2,1077.5,0
+5821-MMEIL,Female,0,Yes,No,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.9,1115.6,0
+5960-WPXQM,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.05,79.05,1
+0684-AOSIH,Male,0,Yes,No,1.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.0,95.0,1
+8260-NGFNY,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.2,25.2,1
+1309-XGFSN,Male,1,Yes,Yes,52.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,80.85,4079.55,0
+1866-RZZQS,Male,1,No,No,41.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.4,4187.75,1
+6968-URWQU,Male,0,Yes,No,43.0,Yes,No,DSL,No,No,No,No,Yes,No,One year,Yes,Mailed check,56.35,2391.15,0
+4742-TXUEX,Female,0,Yes,Yes,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.3,890.5,0
+9631-XEYKE,Male,0,No,No,3.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),50.4,137.25,0
+8631-NBHFZ,Male,1,Yes,Yes,66.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),79.4,5154.6,1
+1335-MXCSE,Male,0,Yes,Yes,55.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),55.25,3119.9,0
+8873-TMKGR,Male,0,No,No,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.1,529.5,0
+8800-JOOCF,Female,0,No,Yes,12.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.05,966.55,0
+1469-LBJQJ,Female,0,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.2,6936.85,0
+4958-XCBDQ,Male,1,No,No,35.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.4,3496.3,1
+8337-UPOAQ,Male,1,Yes,No,10.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.8,914.3,1
+0064-YIJGF,Male,0,Yes,Yes,27.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.75,1929.0,0
+2386-OWURY,Female,0,No,No,58.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,95.3,5817.7,0
+1725-IQNIY,Male,0,Yes,No,54.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),109.75,6110.2,1
+0310-VQXAM,Male,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,178.8,0
+6598-RFFVI,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,28.3,1
+3453-RTHJQ,Male,0,No,No,6.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.1,435.0,0
+6712-OAWRH,Female,1,No,No,26.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.25,2351.8,1
+6278-FEPBZ,Female,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,186.15,0
+4280-DLSHD,Male,0,Yes,No,8.0,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,54.75,445.85,0
+1508-DFXCU,Male,0,No,No,12.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81.45,912.0,0
+8614-VGMMV,Female,0,No,No,15.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.1,679.55,1
+7868-BGSZA,Male,0,Yes,No,43.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,80.2,3581.6,0
+2800-QQUSO,Male,0,No,No,42.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,100.3,4222.95,0
+2930-UOTMB,Female,0,No,No,31.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),65.25,1994.3,1
+7973-DZRKH,Female,0,No,Yes,66.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),90.95,5930.05,0
+5914-DVBWJ,Female,1,No,No,18.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,85.45,1505.85,1
+7698-YFGEZ,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,20.0,0
+2533-QVMSK,Male,0,Yes,No,61.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,Yes,Electronic check,94.1,5638.3,1
+9773-PEQBZ,Male,0,No,No,10.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,79.85,797.25,0
+8644-XLFBW,Male,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.65,71.65,1
+0650-BWOZN,Female,1,No,No,18.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.55,1359.45,0
+8625-AZYZY,Male,0,Yes,No,24.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.65,2542.45,1
+7785-RDVIG,Female,0,Yes,Yes,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.3,54.7,0
+9602-WCXPI,Male,0,No,No,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.15,989.05,0
+2903-YYTBW,Male,0,Yes,Yes,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.55,44.55,0
+3620-MWJNE,Male,0,No,No,2.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,54.45,87.3,0
+8573-JGCZW,Male,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.65,351.55,0
+6837-HAEVO,Male,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,105.0,7297.75,0
+6701-YVNQG,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.7,6301.7,0
+9306-CPCBC,Female,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.25,210.3,1
+4304-XUMGI,Male,1,Yes,Yes,50.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Bank transfer (automatic),75.15,3822.45,0
+9504-YAZWB,Female,0,No,No,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.25,1048.45,0
+8819-ZBYNA,Female,0,Yes,No,58.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.1,6393.65,0
+6174-NRBTZ,Male,0,No,No,46.0,No,No phone service,DSL,Yes,No,No,No,No,No,One year,Yes,Bank transfer (automatic),30.75,1489.3,0
+9481-IEBZY,Male,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),112.9,8061.5,0
+1833-VGRUM,Female,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.2,74.2,1
+6137-NICCO,Female,0,Yes,Yes,6.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,94.05,518.75,0
+9065-ZCPQX,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),78.85,5763.15,0
+6402-EJMWF,Male,0,No,No,4.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,55.3,238.5,0
+3620-EHIMZ,Female,0,Yes,Yes,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,1031.7,0
+6870-ECSHE,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.45,34.8,0
+8747-UDCOI,Female,0,Yes,No,65.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1319.95,0
+8374-XGEJJ,Male,1,Yes,No,43.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.0,4388.4,1
+2656-TABEH,Male,0,Yes,No,4.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,420.2,1
+6946-LMSQS,Male,1,Yes,No,25.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,One year,Yes,Electronic check,89.05,2177.45,1
+4626-OZDTJ,Female,0,Yes,No,51.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),78.65,3950.85,0
+9169-BSVIN,Male,0,No,No,12.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),74.75,827.05,0
+2325-ZUSFD,Female,0,Yes,Yes,57.0,Yes,No,DSL,Yes,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),70.1,3913.3,1
+8194-PEEBY,Female,0,Yes,Yes,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,533.5,0
+6872-HXFNF,Female,0,Yes,No,64.0,Yes,Yes,DSL,No,No,Yes,Yes,No,No,One year,No,Bank transfer (automatic),58.35,3756.45,0
+3932-CMDTD,Female,0,No,No,4.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,105.65,443.9,1
+7714-YXSMB,Female,0,No,No,26.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.5,2599.95,0
+8387-UGUSU,Female,0,Yes,Yes,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,284.3,0
+1080-BWSYE,Male,1,Yes,No,64.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.65,1740.8,0
+4039-HEUNW,Male,1,Yes,No,36.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.5,3436.1,1
+1194-HVAIF,Female,0,Yes,No,27.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),95.0,2462.55,0
+0812-WUPTB,Male,1,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.85,70.85,1
+3594-UVONA,Female,0,No,No,35.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),85.95,3110.1,1
+0004-TLHLJ,Male,0,No,No,4.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,73.9,280.85,1
+1767-TGTKO,Female,0,Yes,Yes,8.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.45,411.75,0
+8439-LTUGF,Male,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.0,198.6,0
+8805-JNRAZ,Female,0,No,No,2.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.2,103.7,0
+5089-IFSDP,Female,0,Yes,No,58.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.45,6144.55,1
+6418-HNFED,Male,0,Yes,No,51.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.25,4089.45,0
+0206-OYVOC,Female,0,Yes,Yes,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.25,864.2,0
+7291-CDTMJ,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.65,19.65,0
+7128-GGCNO,Male,0,No,No,46.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),72.8,3249.4,0
+0237-YFUTL,Female,0,Yes,No,50.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.65,5405.8,0
+7691-KGKGP,Male,0,Yes,Yes,53.0,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,No,Credit card (automatic),65.0,3363.8,0
+6710-HSJRD,Male,0,Yes,No,61.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,114.1,7132.15,0
+3675-EQOZA,Male,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.65,93.55,0
+0840-DCNZE,Male,0,No,No,47.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),86.95,4138.9,0
+1732-FEKLD,Female,0,No,No,54.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),94.75,5121.75,0
+9862-KJTYK,Male,0,No,Yes,19.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.35,566.1,0
+0479-HMSWA,Female,0,No,Yes,26.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,105.45,2715.3,0
+5854-KSRBJ,Male,0,Yes,Yes,70.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,1782.05,0
+0365-BZUWY,Male,0,Yes,No,17.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.55,1742.5,0
+4817-VYYWS,Female,0,No,No,30.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,2983.8,1
+5701-SVCWR,Female,0,No,Yes,1.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.0,24.0,0
+3129-AAQOU,Female,0,Yes,Yes,19.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.6,485.9,0
+4922-CVPDX,Female,0,Yes,No,26.0,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),73.5,1905.7,0
+1396-QWFBJ,Female,0,Yes,Yes,21.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.05,1565.7,1
+1357-BIJKI,Male,0,Yes,No,50.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,98.25,4858.7,0
+1099-BTKWT,Female,0,Yes,No,68.0,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,54.4,3723.65,0
+5299-SJCZT,Male,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.55,298.35,1
+2018-PZKMU,Male,0,Yes,Yes,9.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,103.1,970.45,0
+7340-KEFQE,Female,0,Yes,Yes,51.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),34.2,1782.0,0
+4570-QHXHL,Female,0,No,No,9.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,43.75,405.7,0
+2403-BCASL,Male,1,Yes,Yes,41.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.95,4534.9,1
+7392-YYPYJ,Male,0,No,No,22.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.65,2415.95,0
+2898-LSJGD,Female,0,Yes,Yes,21.0,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,55.95,1157.05,1
+2223-GDSHL,Male,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.05,8297.5,0
+7359-PTSXY,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.75,45.75,1
+9470-RTWDV,Male,0,Yes,Yes,26.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),82.0,2083.1,0
+2176-OSJUV,Male,0,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),65.15,4681.75,0
+9348-YVOMK,Male,0,No,No,4.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.8,176.2,0
+8104-OSKWT,Female,0,No,No,12.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.8,1001.2,0
+4521-YEEHE,Female,0,Yes,No,18.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,88.85,1594.75,0
+4090-KPJIP,Female,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,212.4,0
+3786-WOVKF,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.85,7677.4,0
+4503-BDXBD,Male,0,No,No,11.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,74.95,815.5,1
+6086-ESGRL,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Credit card (automatic),80.15,80.15,1
+2592-HODOV,Male,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,259.65,0
+3886-CERTZ,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,109.25,8109.8,1
+7995-ZHHNZ,Male,0,Yes,No,42.0,Yes,Yes,DSL,Yes,No,No,No,No,No,One year,No,Credit card (automatic),56.1,2386.85,0
+3824-RHKVR,Female,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,340.35,0
+5816-SCGFC,Female,1,No,No,7.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,51.3,419.35,0
+5989-AXPUC,Female,0,Yes,No,68.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,118.6,7990.05,0
+4979-HPRFL,Male,0,Yes,Yes,56.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.15,1402.25,0
+8590-OHDIW,Female,0,Yes,Yes,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,749.35,0
+8015-IHCGW,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,115.5,8425.15,0
+2332-TODQS,Female,0,No,No,48.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),25.05,1171.5,0
+9278-VZKCD,Female,1,Yes,No,52.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,109.1,5647.95,0
+8008-OTEZX,Female,0,Yes,Yes,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,708.8,0
+2773-OVBPK,Male,0,Yes,No,67.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.3,7567.2,0
+5999-LCXAO,Female,0,No,No,1.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.9,29.9,0
+5206-XZZQI,Male,0,No,No,53.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,80.6,4348.1,0
+4803-LBYPN,Male,0,Yes,Yes,34.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.8,635.9,0
+5759-RCVCB,Female,0,No,No,3.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),35.2,108.95,1
+6372-RFVNS,Female,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.8,78.8,1
+2139-FQHLM,Male,0,No,No,19.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Mailed check,89.95,1682.4,0
+8261-GWDBQ,Female,1,Yes,No,60.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.05,6925.9,0
+1093-YSWCA,Male,0,No,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,223.15,0
+8938-UMKPI,Female,0,No,No,47.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.4,5127.95,1
+0991-BRRFB,Male,0,No,No,18.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,49.4,874.8,1
+3882-IYOIJ,Female,0,Yes,Yes,60.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.25,6758.45,0
+8749-TZYEC,Male,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.8,1874.3,0
+1755-FZQEC,Male,0,No,No,39.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,791.15,0
+3115-JPJDD,Female,0,Yes,No,59.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),81.25,4639.45,0
+5600-KTXFM,Male,0,Yes,Yes,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.95,143.9,0
+3871-IKPYH,Male,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.1,69.1,1
+6319-IEJWJ,Male,0,Yes,Yes,20.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.2,1776.55,1
+9025-AOMKI,Female,0,No,No,6.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),93.55,536.4,1
+6339-TBELP,Male,0,No,No,71.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),86.4,6172.0,0
+7964-YESJC,Female,0,Yes,No,24.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,66.3,1559.45,0
+6173-GOLSU,Male,1,Yes,No,67.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.65,6079.0,0
+5275-SQEIZ,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,80.85,80.85,1
+7716-YTYHG,Female,0,Yes,Yes,48.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,One year,Yes,Mailed check,82.05,4029.95,1
+9938-ZREHM,Female,0,Yes,No,37.0,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,One year,No,Mailed check,72.1,2658.4,0
+7950-XWOVN,Male,0,No,No,11.0,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,34.7,383.55,0
+4390-KYULV,Male,0,Yes,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.55,51.15,1
+4647-MUZON,Female,0,Yes,No,18.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.95,1745.5,0
+9702-AIUJO,Male,0,Yes,Yes,50.0,Yes,No,DSL,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),44.8,2230.85,0
+8849-PRIQJ,Female,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,109.4,7281.6,0
+8851-RAGOV,Female,0,Yes,No,25.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,71.05,1837.7,0
+1304-NECVQ,Female,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.55,149.55,1
+5396-IZEPB,Male,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,180.7,0
+1729-VLAZJ,Female,0,No,Yes,10.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,40.25,411.45,0
+8285-ABVLB,Female,0,Yes,No,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1328.35,0
+0701-TJSEF,Male,0,No,No,9.0,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),68.25,576.95,0
+5712-VBOXD,Female,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.15,68.45,0
+6629-LADHQ,Female,0,No,No,2.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.95,123.05,0
+8945-GRKHX,Female,0,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,78.65,78.65,1
+1559-DTODC,Male,0,No,No,19.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.15,468.35,0
+4797-MIWUM,Male,0,Yes,Yes,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.25,174.7,0
+6959-UWKHF,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,42.9,42.9,1
+8720-RQSBJ,Male,1,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.0,44.0,0
+4537-CIBHB,Female,0,Yes,Yes,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,172.35,0
+3815-SLMEF,Female,0,No,No,3.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,34.25,139.35,1
+5154-VEKBL,Female,0,No,No,9.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Mailed check,58.5,539.85,1
+4324-AHJKS,Female,0,No,No,5.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),55.8,300.4,0
+4355-CVPVS,Female,0,Yes,Yes,56.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Bank transfer (automatic),88.9,4968.0,0
+4495-LHSSK,Female,0,No,Yes,18.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,57.65,992.7,0
+5655-JSMZM,Male,1,No,No,49.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.2,4718.25,1
+5915-ANOEI,Male,0,Yes,No,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,79.15,5536.5,0
+9861-PDSZP,Female,0,No,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.05,7806.6,0
+4505-EXZHB,Female,1,No,No,6.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,74.4,434.1,1
+7225-CBZPL,Male,1,Yes,No,17.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.8,1563.9,0
+6704-UTUKK,Male,0,Yes,No,29.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,45.9,1332.4,0
+4587-VVTOX,Female,0,Yes,No,6.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.3,545.2,1
+2019-HDCZY,Male,0,Yes,No,63.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Electronic check,102.6,6296.75,0
+4652-NNHNY,Male,0,Yes,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),73.85,1284.2,1
+8788-DOXSU,Male,0,No,No,59.0,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),61.35,3645.5,0
+7404-JLKQG,Female,0,No,No,3.0,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,57.55,161.45,0
+7421-ZLUPA,Female,0,No,No,8.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,29.25,226.95,0
+8972-HJWNV,Female,1,Yes,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.55,646.85,1
+3274-NSDWE,Female,0,No,No,68.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,1441.65,0
+2632-IVXVF,Female,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),111.75,7511.3,0
+3692-JHONH,Female,1,Yes,No,52.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.5,5621.85,0
+8915-NNTRC,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),107.7,7919.8,0
+5914-GXMDA,Female,0,Yes,No,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.3,593.2,0
+7463-IFMQU,Female,0,Yes,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.05,1423.65,0
+2920-RNCEZ,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.95,69.95,0
+2541-YGPKE,Male,0,Yes,Yes,42.0,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,No,Credit card (automatic),63.7,2763.35,0
+8515-OCTJS,Female,0,No,No,25.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,692.1,1
+5382-TEMLV,Male,0,No,No,45.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.9,2298.55,0
+3441-CGZJH,Female,0,Yes,Yes,43.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),60.4,2640.55,0
+9592-ERDKV,Male,0,Yes,No,37.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Mailed check,79.25,2911.8,0
+2860-RANUS,Female,1,No,No,20.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.8,1727.5,1
+5261-QSHQM,Female,0,No,No,4.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.45,86.6,1
+4778-IZARL,Male,0,Yes,No,63.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.1,6705.7,0
+0432-CAJZV,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,90.7,237.65,0
+7008-LZVOZ,Male,0,Yes,Yes,66.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,1672.35,0
+8868-WOZGU,Male,0,No,No,28.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.7,2979.5,1
+1200-TUZHR,Female,1,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.2,695.75,0
+9365-CSLBQ,Male,0,No,Yes,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.35,1654.6,0
+1334-FJSVR,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.25,24.25,1
+5884-FBCTL,Female,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.1,1857.85,0
+7130-CTCUS,Male,1,Yes,No,16.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),54.55,825.1,0
+6242-FEGFD,Male,0,Yes,No,66.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,96.6,6424.25,0
+7625-XCQRH,Female,0,No,No,11.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.5,837.95,1
+6194-HBGQN,Male,0,No,No,51.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),81.15,4126.2,0
+7634-WSWDB,Female,0,No,Yes,8.0,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,38.5,330.8,0
+6986-IXNDM,Male,0,No,No,14.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.9,1337.45,0
+1731-TVIUK,Female,0,No,No,4.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,93.5,362.2,1
+2987-BJXIK,Female,0,No,No,70.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Mailed check,84.7,5991.05,0
+9769-TSBZE,Female,0,No,Yes,70.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Electronic check,66.0,4891.5,0
+0406-BPDVR,Female,1,Yes,No,54.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),101.5,5373.1,1
+0618-XWMSS,Male,0,No,Yes,28.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,2068.55,1
+1395-WSWXR,Male,0,No,No,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,487.05,0
+6023-GSSXW,Female,0,Yes,No,69.0,Yes,No,DSL,No,Yes,No,No,No,Yes,Two year,Yes,Credit card (automatic),61.45,4131.2,0
+6752-APNJL,Male,0,Yes,Yes,42.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.5,2301.15,0
+5276-KQWHG,Female,1,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,131.65,1
+0420-HLGXF,Female,1,No,No,39.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.75,4036.0,0
+7446-KQISO,Male,0,Yes,Yes,45.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.75,4900.65,0
+9823-EALYC,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),80.85,5727.45,0
+0582-AVCLN,Female,0,No,No,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.3,743.05,0
+5803-NQJZO,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),67.8,4804.65,0
+2565-JSLRY,Male,0,No,No,1.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.05,24.05,1
+2607-DHDAK,Male,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1414.65,0
+1073-XXCZD,Male,0,Yes,No,55.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.7,1443.65,0
+0743-HRVFF,Female,0,Yes,Yes,51.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,56.15,2898.95,0
+4006-HKYHO,Male,0,No,No,63.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.7,5309.5,0
+3727-JEZTU,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,0
+8143-ETQTI,Female,0,Yes,Yes,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.65,451.55,0
+6689-KXGBO,Female,0,No,No,1.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,50.55,50.55,1
+9667-TKTVZ,Female,0,No,No,2.0,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,54.35,117.05,0
+3657-COGMW,Female,1,No,No,52.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),108.1,5839.3,0
+8570-KLJYJ,Female,0,No,No,36.0,Yes,Yes,DSL,Yes,No,No,No,No,No,One year,No,Mailed check,54.45,1893.5,0
+7754-IXRMC,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.35,45.35,0
+9473-CBZOP,Female,0,No,No,28.0,Yes,Yes,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,59.0,1654.45,0
+2969-WGHQO,Female,0,Yes,Yes,7.0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Electronic check,69.45,477.05,0
+6615-NGGZJ,Male,0,No,No,14.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.55,1415.55,1
+4334-HOWRP,Male,1,Yes,No,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.95,4546.0,0
+4255-DDUOU,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,20.5,1
+5863-OOKCL,Female,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.85,163.2,0
+1686-STUHN,Male,0,No,No,42.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,849.9,0
+1329-VHWNP,Female,0,No,No,7.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),25.05,189.95,0
+2984-MIIZL,Male,0,No,No,4.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.8,321.9,1
+0266-GMEAO,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.3,8058.55,0
+5590-YRFJT,Female,0,Yes,No,20.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.45,482.8,1
+5574-NXZIU,Male,0,No,No,63.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),109.2,7049.75,0
+0019-GFNTW,Female,0,No,No,56.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),45.05,2560.1,0
+4256-ZWTZI,Female,0,No,Yes,5.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,51.0,286.8,0
+8309-PPCED,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.45,7982.5,0
+4098-NAUKP,Male,1,Yes,Yes,68.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.65,5683.6,0
+5196-WPYOW,Male,0,Yes,Yes,67.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,60.05,3994.05,0
+4608-LCIMN,Male,0,Yes,Yes,8.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.65,369.15,0
+1485-YDHMM,Male,0,Yes,Yes,52.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),93.25,4631.7,0
+4054-CUMIA,Female,0,Yes,Yes,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,401.95,0
+0603-TPMIB,Female,0,Yes,Yes,59.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.45,1534.05,0
+2525-GVKQU,Female,0,No,No,60.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.6,1093.0,0
+8161-QYMTT,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.1,701.3,0
+9581-GVBXT,Male,0,Yes,Yes,59.0,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,34.8,1980.3,0
+5862-BRIXZ,Male,0,No,No,46.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.75,2893.4,0
+5404-GGUKR,Male,0,No,No,5.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,51.35,262.3,0
+3308-JSGML,Male,1,Yes,No,59.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.05,3886.85,0
+2126-GSEGL,Female,0,Yes,No,70.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.8,5917.55,0
+3677-TNKIO,Female,0,No,No,14.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),71.0,914.0,1
+0440-QEXBZ,Female,0,No,No,44.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,2139.1,0
+2434-EEVDB,Female,0,Yes,No,64.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),94.6,5948.7,0
+6762-QVYJO,Female,0,Yes,Yes,58.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,59.75,3624.35,0
+6199-IWKGC,Female,1,Yes,No,46.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,No,Electronic check,100.25,4753.85,0
+2675-DHUTR,Male,1,Yes,No,58.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.9,5780.7,0
+8152-VETUR,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Credit card (automatic),97.7,6869.7,0
+9667-EQRXU,Female,1,No,No,30.0,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,40.3,1172.95,1
+7446-YPODE,Male,1,No,No,11.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),60.25,662.95,0
+9522-BNTHX,Female,1,No,No,34.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,56.25,1765.95,0
+4676-WLUHT,Male,0,No,No,54.0,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Two year,No,Bank transfer (automatic),46.2,2431.95,0
+3329-WDIOK,Female,0,No,No,3.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.6,155.35,1
+7980-MHFLQ,Female,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.9,1859.2,0
+2873-ZLIWT,Female,0,Yes,Yes,40.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,84.85,3303.05,1
+3415-TAILE,Female,0,Yes,Yes,2.0,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,65.7,134.35,1
+0757-WCUUZ,Male,0,Yes,Yes,54.0,Yes,Yes,DSL,No,No,Yes,No,No,Yes,Two year,No,Credit card (automatic),63.35,3409.1,0
+1629-DQQVB,Female,0,No,No,14.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),50.1,709.5,0
+1915-IOFGU,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.5,70.5,1
+3045-XETSH,Female,0,No,No,10.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.85,953.45,1
+0374-AACSZ,Female,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,50.15,50.15,0
+7239-HZZCX,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,1
+4872-VXRIL,Male,0,No,No,56.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),64.65,3665.55,0
+9140-CZQZZ,Female,0,Yes,No,68.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.6,5515.8,0
+3423-HHXAO,Female,0,Yes,Yes,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.5,272.0,0
+9938-TKDGL,Male,0,Yes,Yes,68.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,99.55,6668.0,0
+0531-ZZJWQ,Male,1,Yes,No,55.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.0,4052.4,0
+6537-QLGEX,Female,0,No,No,16.0,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,38.9,664.4,0
+2688-BHGOG,Male,1,No,No,9.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.55,718.55,0
+7683-CBDKJ,Male,0,Yes,Yes,14.0,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,65.45,937.6,1
+0946-CLJTI,Male,1,Yes,No,58.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,5812.6,1
+3160-TYXLT,Male,0,No,No,53.0,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),46.3,2546.85,0
+1325-USMEC,Male,0,Yes,No,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),99.35,6944.5,0
+0916-QOFDP,Female,1,Yes,Yes,14.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.8,1346.3,0
+0628-CNQRM,Male,0,Yes,Yes,22.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),67.5,1544.05,1
+5606-AMZBO,Female,0,Yes,No,10.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),78.15,765.15,0
+6199-IPCAO,Female,0,Yes,Yes,29.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.1,692.55,0
+7665-TOALD,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,1
+0112-QWPNC,Male,0,Yes,No,49.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,84.35,4059.35,1
+0324-BRPCJ,Female,1,Yes,No,68.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,6851.65,1
+2777-PHDEI,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.05,78.05,1
+5640-CAXOA,Female,0,No,No,30.0,No,No phone service,DSL,No,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),40.35,1187.05,0
+2235-EZAIK,Female,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),79.2,5401.9,0
+3847-BAERP,Female,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.9,247.0,0
+1196-AMORA,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,73.6,520.0,1
+4282-YMKNA,Female,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.75,706.6,1
+1453-RZFON,Female,0,No,Yes,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,49.9,49.9,0
+8263-OKETD,Female,0,No,No,20.0,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),68.9,1370.35,0
+0670-KDOMA,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,0
+2476-YGEFM,Female,0,No,No,29.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),76.0,2215.25,0
+8687-BAFGU,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,74.0,74.0,0
+0641-EVBOJ,Male,0,No,No,3.0,Yes,No,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,82.3,214.4,0
+0829-XXPLX,Female,0,No,No,20.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.4,1871.15,0
+9974-JFBHQ,Male,0,No,Yes,64.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.15,6171.2,0
+5356-RHIPP,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,1
+6624-JDRDS,Female,0,No,No,6.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),29.45,161.45,0
+0608-JDVEC,Male,0,Yes,No,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.8,1013.2,0
+9780-FKVVF,Male,0,No,No,6.0,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),59.15,336.7,0
+1919-RTPQD,Male,0,Yes,Yes,7.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.75,333.65,0
+5214-NLTIT,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),90.8,6511.8,0
+3345-PBBFH,Male,0,Yes,No,8.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.55,393.45,0
+5055-BRMNE,Female,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),106.7,7009.5,0
+9189-JWSHV,Female,1,Yes,No,24.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.55,2264.05,1
+2190-PHBHR,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Two year,Yes,Credit card (automatic),94.45,6921.7,0
+2650-GYRYL,Male,0,Yes,Yes,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.45,600.25,0
+0746-JTRFU,Male,0,No,No,2.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.05,56.35,1
+5208-FVQKB,Male,0,Yes,No,70.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Mailed check,67.95,4664.15,0
+7184-LRUUR,Female,0,No,No,22.0,Yes,No,DSL,No,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),65.25,1441.8,0
+6627-CFOSN,Female,0,No,No,59.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),99.45,5623.7,0
+3982-JGSFD,Male,0,No,No,36.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.35,695.85,0
+1574-DYCWE,Female,0,Yes,Yes,51.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,1028.75,0
+7247-XOZPB,Male,0,Yes,No,53.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),77.4,4155.95,0
+2466-FCCPT,Female,0,Yes,Yes,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.7,395.6,0
+6211-WWLTF,Male,0,Yes,No,63.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),99.7,6330.4,0
+4826-TZEVA,Female,0,No,No,40.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),74.8,2971.7,0
+6016-NXBNJ,Male,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.15,638.0,0
+9138-EFSMO,Male,0,Yes,Yes,26.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,One year,No,Bank transfer (automatic),78.95,2034.25,0
+0576-WNXXC,Male,1,Yes,No,27.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.55,2510.2,1
+4632-XJMEX,Male,0,No,Yes,53.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),62.85,3419.5,0
+8910-LEDAG,Male,1,Yes,No,34.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),71.55,2427.35,0
+3452-GWUIN,Female,1,Yes,No,19.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.95,1760.25,0
+2716-GFZOR,Male,0,Yes,No,43.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),86.1,3551.65,0
+3724-UCSHY,Male,0,Yes,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,122.9,0
+8626-XHBIE,Male,0,No,Yes,56.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1424.2,0
+4628-CTTLA,Male,0,No,No,57.0,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,39.3,2111.45,1
+3192-LNKRK,Male,0,Yes,Yes,34.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,84.05,2909.95,0
+4439-YRNVD,Female,0,No,No,10.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,36.25,374.0,0
+2876-VBBBL,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,1
+6834-NXDCA,Female,0,No,No,13.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,23.9,300.8,1
+2208-UGTGR,Male,0,No,No,56.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,98.6,5581.05,0
+3005-TYFRD,Female,0,Yes,No,55.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),103.65,5676.65,0
+8670-MEFCP,Female,0,Yes,Yes,36.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),92.9,3379.25,0
+3079-BCHLN,Male,0,Yes,No,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.9,942.95,0
+7777-UNYHB,Female,0,Yes,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.1,232.4,0
+5597-GLBUC,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,85.45,85.45,1
+7278-CKDNC,Male,1,No,No,24.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.5,2088.45,0
+2748-MYRVK,Female,0,No,No,63.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),99.9,6137.0,1
+8450-UYIBU,Female,1,No,No,35.0,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,39.85,1434.6,0
+2969-VAPYH,Female,0,No,No,67.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),60.5,3870.0,0
+4822-YCXMX,Male,0,No,No,25.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.8,2043.45,1
+7181-OQCUT,Male,0,No,No,21.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,103.85,2215.0,0
+8474-UMLNT,Female,0,No,No,13.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),67.8,842.25,0
+9821-POOTN,Male,0,Yes,No,35.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.2,2576.2,1
+3836-FZSDJ,Male,1,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.85,1901.0,0
+9142-XMYJH,Female,0,No,No,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.35,601.6,0
+6559-ILWKJ,Male,0,Yes,No,71.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Two year,No,Electronic check,49.35,3515.25,1
+0187-QSXOE,Male,1,Yes,No,7.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.0,605.45,0
+7733-UDMTP,Female,1,No,No,57.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,55.0,3094.05,0
+2649-HWLYB,Male,0,Yes,No,65.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),76.15,4929.55,0
+5214-CHIWJ,Male,0,No,No,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,595.05,0
+4229-CZMLL,Male,0,No,No,6.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,469.8,1
+6904-JLBGY,Female,1,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),117.35,8436.25,0
+2465-BLLEU,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.75,19.75,0
+1685-VAYJF,Male,0,No,No,11.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),45.2,492.0,0
+8874-EJNSR,Male,0,Yes,Yes,39.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.2,987.95,0
+6917-YACBP,Female,1,No,No,59.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,89.75,5496.9,0
+5049-MUBWG,Male,0,No,No,26.0,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),75.0,1908.35,0
+4223-WOZCM,Male,1,No,No,2.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,49.95,107.1,0
+0769-MURVM,Female,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),65.7,4575.35,0
+9253-VIFJQ,Male,0,Yes,No,65.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,One year,No,Credit card (automatic),67.05,4309.55,0
+7030-FZTFM,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),110.9,7922.75,0
+9741-YLNTD,Male,0,No,No,6.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),87.95,522.35,0
+5917-RYRMG,Male,1,No,No,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,587.7,0
+5120-ZBLAI,Female,0,Yes,No,50.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),75.7,3876.2,0
+1194-BHJYC,Male,0,Yes,No,61.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,62.15,3778.85,0
+3663-MITLP,Female,0,No,No,15.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,1457.25,1
+0906-QVPMS,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),115.15,8349.45,0
+9025-ZRPVR,Male,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.95,185.6,1
+1905-OEILC,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,19.5,0
+7858-GTZSP,Female,0,No,No,12.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.55,1066.9,0
+3285-UCQVC,Female,0,No,No,37.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),28.6,973.55,1
+6248-BSHKG,Male,0,Yes,Yes,61.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.4,1226.45,0
+4685-TFLLS,Male,0,Yes,Yes,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,342.3,0
+3470-BTGQO,Male,0,No,Yes,21.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.65,985.05,0
+1209-VFFOC,Male,0,Yes,Yes,68.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,56.4,3948.45,0
+8224-DWCKX,Male,1,No,No,12.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.3,828.05,0
+5482-PLVPE,Female,1,No,No,2.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.35,41.85,1
+4553-DVPZG,Female,0,Yes,No,62.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,6164.7,0
+4902-OHLSK,Female,1,No,No,29.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,98.65,2862.75,1
+6917-IAYHD,Male,0,No,Yes,1.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,33.6,33.6,0
+0495-ZBNGW,Male,1,Yes,No,5.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.9,343.95,1
+8620-RJPZN,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.7,20.7,0
+7572-KPVKK,Male,0,No,Yes,62.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,104.05,6590.5,0
+2642-MAWLJ,Female,0,Yes,Yes,36.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.25,717.95,0
+2357-COQEK,Female,1,No,No,28.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.3,2890.65,1
+7103-ZGVNT,Female,0,Yes,Yes,69.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),73.7,4885.85,0
+3737-GCSPV,Female,0,Yes,No,11.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),96.2,1222.05,1
+2027-WKXMW,Female,0,Yes,No,63.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,108.75,6871.7,0
+7137-NAXML,Male,0,No,No,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.15,405.6,0
+2428-ZMCTB,Male,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.75,208.25,0
+2961-VNFKL,Female,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.95,1801.9,0
+1768-HNVGJ,Female,1,No,No,45.0,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,70.05,3062.45,0
+6963-KQYQB,Female,0,Yes,Yes,70.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.05,1764.75,0
+5934-RMPOV,Female,0,No,Yes,22.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.75,1816.75,0
+1207-BLKSA,Female,0,Yes,Yes,52.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.05,1255.1,0
+4088-YLDSU,Male,0,Yes,No,55.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,104.15,5743.05,1
+8316-BBQAY,Female,0,No,No,65.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),59.95,3921.1,0
+1166-PQLGG,Female,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.55,1463.45,0
+3146-JTQHR,Male,0,Yes,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.6,189.45,0
+4291-YZODP,Female,0,No,Yes,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,96.8,0
+4395-PZMSN,Male,1,No,No,5.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.55,408.5,0
+6427-FEFIG,Female,0,Yes,Yes,24.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),78.6,1846.65,0
+0017-IUDMW,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.8,8456.75,0
+8706-HRADD,Male,0,No,No,21.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,43.55,1011.5,0
+9955-QOPOY,Male,0,Yes,No,69.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),60.8,4263.4,0
+4385-ZKVNW,Male,0,Yes,Yes,44.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),54.9,2549.1,0
+5446-DKWYW,Female,1,Yes,Yes,61.0,Yes,Yes,DSL,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,65.2,3965.05,0
+2034-CGRHZ,Male,1,No,No,24.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.95,2496.7,1
+5797-APWZC,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.6,90.6,1
+3683-QKIUE,Female,0,No,No,6.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),50.8,288.05,1
+4228-ZGYUW,Male,0,No,No,4.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.05,368.1,1
+9031-ZVQPT,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.2,7840.6,0
+2990-IAJSV,Male,0,No,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),92.0,6632.75,0
+8107-KNCIM,Male,1,Yes,No,14.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.1,1013.35,0
+9027-YFHQJ,Male,0,No,No,7.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.05,152.95,0
+5176-LDKUH,Female,0,No,No,48.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,One year,No,Electronic check,75.15,3772.65,0
+4644-OBGFZ,Male,0,Yes,Yes,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,1026.35,0
+7926-IJOOU,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.3,19.3,0
+6480-YAGIY,Male,0,No,No,45.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),112.2,5031.85,0
+4029-HPFVY,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.3,220.4,0
+7602-DBTOU,Female,0,Yes,No,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,1416.5,0
+5345-BMKWB,Male,0,Yes,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,158.35,0
+3519-ZKXGG,Female,0,Yes,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.85,256.6,1
+5457-COLHT,Male,0,Yes,Yes,69.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),80.65,5542.55,0
+6416-TVAIH,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.5,68.5,1
+5451-YHYPW,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.75,8443.7,0
+5108-ADXWO,Male,0,No,No,11.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.5,791.75,1
+7998-WNZEM,Male,0,No,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),80.6,5708.2,0
+3066-RRJIO,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.95,69.95,1
+4664-NJCMS,Female,0,Yes,No,33.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),59.55,2016.3,0
+0307-BCOPK,Female,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.05,326.65,0
+7629-WFGLW,Female,1,Yes,No,56.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,No,Electronic check,95.65,5471.75,0
+2542-HYGIQ,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.95,19.95,0
+6715-OFDBP,Male,0,No,No,5.0,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,70.05,346.4,1
+5016-LIPDW,Male,0,Yes,Yes,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.4,1061.6,0
+6481-LXPWL,Male,0,Yes,Yes,56.0,No,No phone service,DSL,No,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),36.1,1971.5,0
+1567-DSCIC,Male,0,No,No,8.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,94.0,773.65,1
+2150-UWTFY,Female,0,Yes,Yes,22.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,61.15,1422.05,1
+6124-ACRHJ,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,0
+9362-MWODR,Female,0,No,Yes,40.0,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),64.1,2460.35,0
+9975-GPKZU,Male,0,Yes,Yes,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.75,856.5,0
+9625-RZFUK,Male,0,Yes,Yes,63.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,1275.85,0
+5153-LXKDT,Male,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,110.2,7467.5,0
+5161-UBZXI,Male,0,Yes,Yes,69.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),106.35,7261.75,0
+1020-JPQOW,Female,0,Yes,No,56.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,90.55,5116.6,0
+7919-ZODZZ,Female,0,Yes,Yes,10.0,Yes,No,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Mailed check,65.9,660.05,0
+0565-JUPYD,Male,0,No,No,63.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,No,Credit card (automatic),104.5,6590.8,0
+6867-ACCZI,Female,0,Yes,Yes,24.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,52.5,1208.15,0
+5939-XAIXZ,Female,0,No,No,19.0,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,56.1,1033.9,0
+9054-FOWNV,Male,0,Yes,Yes,22.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,88.75,1885.15,0
+2683-BPJSO,Male,0,Yes,No,29.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,84.45,2467.1,1
+2157-MXBJS,Male,0,Yes,No,13.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,75.3,989.45,1
+8207-VVMYB,Female,0,Yes,No,70.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26.0,2006.95,0
+9732-EQMWY,Female,0,Yes,No,49.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,99.4,5025.0,0
+9360-AHGNL,Female,1,Yes,No,43.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,109.55,4830.25,1
+1087-UDSIH,Female,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,59.75,1
+5269-NRGDP,Male,0,Yes,Yes,42.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,73.15,3088.25,0
+6195-MELTI,Male,0,No,No,57.0,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Mailed check,54.65,3134.7,0
+5485-WUYWF,Male,1,No,No,2.0,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),66.4,94.55,1
+2121-JAFOM,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.55,8312.4,0
+8818-DOPVL,Female,1,No,No,46.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.45,4863.85,0
+2632-UCGVD,Male,1,Yes,No,66.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.05,6871.9,1
+5445-PZWGX,Male,0,No,No,62.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,No,Electronic check,102.0,6529.25,1
+1227-UDMZR,Female,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),91.15,6637.9,0
+5198-HQAEN,Male,0,Yes,Yes,35.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,89.7,3165.6,0
+9170-CCKOU,Male,0,Yes,No,17.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Credit card (automatic),90.2,1454.15,1
+2167-FQSTQ,Female,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,92.4,6786.1,0
+2819-GWENI,Female,0,Yes,Yes,28.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,543.0,0
+1043-YCUTE,Male,0,Yes,No,56.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.15,1327.15,1
+3814-MLAXC,Female,0,No,No,31.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),79.85,2404.15,1
+3572-UUHRS,Male,0,No,No,45.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),18.85,867.3,0
+2692-PFYTJ,Female,0,No,No,1.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.75,25.75,0
+1226-UDFZR,Female,0,No,No,2.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,49.6,114.7,1
+5955-EPOAZ,Female,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.95,109.5,0
+6821-JPCDC,Female,0,Yes,No,48.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,97.05,4692.95,0
+8815-LMFLX,Male,0,Yes,Yes,25.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.4,546.85,0
+9135-HSWOC,Male,0,Yes,Yes,64.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.7,1274.05,0
+8582-KRHPJ,Male,0,No,No,50.0,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,35.0,1782.4,0
+5811-IWXYM,Female,0,Yes,Yes,52.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),101.25,5301.1,0
+7044-YAACC,Male,1,Yes,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,280.35,0
+8189-XRIKE,Female,1,No,No,32.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.95,2897.95,0
+1506-YJTYT,Male,0,Yes,Yes,45.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),73.85,3371.0,0
+4123-DVHPH,Male,0,Yes,No,9.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,88.05,801.3,0
+6425-YQLLO,Female,1,Yes,No,66.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.95,6975.25,1
+5442-UTCVD,Male,0,No,Yes,3.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,91.85,257.05,1
+2228-BZDEE,Female,0,No,No,54.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,1079.45,0
+7734-DBOAI,Female,0,Yes,Yes,1.0,No,No phone service,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,40.1,40.1,1
+2789-CZANW,Female,0,Yes,Yes,64.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),110.3,6997.3,0
+2091-RFFBA,Female,1,No,No,31.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.9,2217.15,1
+2114-MGINA,Female,0,No,No,14.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,89.8,1129.1,1
+7596-LDUXP,Female,0,No,No,12.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,One year,Yes,Credit card (automatic),85.15,979.05,0
+3740-RLMVT,Male,1,Yes,No,67.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),60.95,4119.4,0
+4489-SNOJF,Female,0,Yes,Yes,35.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,72.25,2568.55,1
+2192-OZITF,Female,0,No,No,45.0,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Two year,No,Mailed check,73.55,3349.1,0
+5651-CPDND,Male,0,No,No,10.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46.0,492.1,0
+2186-QZEYA,Female,1,No,No,29.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),58.55,1718.95,0
+1131-ALZWV,Female,0,No,No,24.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.6,605.25,0
+7729-XBTWX,Male,0,Yes,Yes,66.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.75,1344.5,0
+9134-WYRVP,Male,0,No,No,51.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,One year,No,Mailed check,86.35,4267.15,0
+3284-SVCRO,Female,0,Yes,No,45.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.5,1121.05,0
+9732-OUYRN,Female,0,Yes,No,49.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.0,918.7,0
+0559-CKHUS,Female,0,Yes,No,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.55,521.8,0
+2931-SVLTV,Male,0,Yes,Yes,40.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),110.1,4469.1,0
+6899-PPEEA,Female,1,No,No,37.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.55,3580.3,1
+7504-UWHNB,Male,0,No,No,25.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.75,1729.35,0
+2582-FFFZR,Female,0,No,No,22.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.6,1073.3,0
+8908-NMQTX,Male,0,No,No,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.6,4566.5,0
+2187-LZGPL,Female,0,No,No,7.0,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),40.1,293.3,1
+1431-AIDJQ,Male,0,Yes,Yes,33.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),82.1,2603.1,0
+6288-LBEAR,Female,0,No,No,23.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,79.1,1783.75,0
+4597-NUCQV,Male,1,No,No,24.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,2440.15,1
+9019-QVLZD,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,79.55,79.55,1
+8413-YNHNV,Male,0,No,No,69.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,90.65,6322.1,0
+5808-TOTXO,Female,0,No,Yes,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,57.4,0
+4369-NYSCF,Male,0,No,No,56.0,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),75.75,4284.65,0
+6333-YDVLT,Male,0,No,No,65.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),110.0,7138.65,0
+5324-KTGCG,Male,0,Yes,No,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.85,1539.75,0
+5599-HVLTW,Female,1,No,No,14.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.35,1058.1,0
+7394-LWLYN,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,123.8,0
+3707-LRWZD,Female,0,No,No,32.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,No,Electronic check,84.05,2781.85,1
+6873-UDNLD,Male,0,No,No,40.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,67.45,2731.0,0
+2700-LUEVA,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.75,20.75,0
+1455-ESIQH,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.1,89.1,1
+0958-YHXGP,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.9,497.3,0
+1101-SSWAG,Female,0,Yes,No,15.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,51.1,711.15,0
+2979-SXESE,Female,0,Yes,Yes,17.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,94.4,1607.2,1
+4013-TLDHQ,Male,0,No,No,19.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.25,1490.95,1
+5743-KHMNA,Male,0,No,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.55,1898.1,0
+4194-FJARJ,Female,0,Yes,Yes,54.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),60.0,3273.95,0
+5325-UWTWJ,Male,0,Yes,No,31.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),90.55,2929.75,0
+3969-GYXEL,Female,0,No,No,11.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,76.4,838.7,0
+9208-OLGAQ,Female,1,No,No,18.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,84.95,1443.65,0
+3244-CQPHU,Female,1,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.1,7746.7,0
+2674-MLXMN,Female,1,No,No,71.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.65,6951.15,0
+9708-HPXWZ,Male,1,No,No,5.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,No,Credit card (automatic),45.4,214.75,0
+6992-TKNYO,Male,0,Yes,No,38.0,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),69.0,2669.45,0
+4468-YDOVK,Male,0,No,Yes,5.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),48.65,235.2,0
+3754-DXMRT,Male,1,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.15,92.65,1
+5792-JALQC,Female,1,No,No,52.0,Yes,Yes,DSL,Yes,No,Yes,No,No,No,Two year,No,Bank transfer (automatic),59.85,3103.25,0
+7130-VTEWQ,Female,1,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.75,606.25,1
+2200-DSAAL,Female,0,No,No,68.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,80.65,5330.2,0
+4302-ZYFEL,Male,0,Yes,Yes,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,1403.1,0
+9351-LZYGF,Female,0,Yes,No,42.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),66.4,2727.8,0
+4366-CTOUZ,Female,0,No,No,50.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,100.2,5038.45,0
+6121-VZNQB,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.1,19.1,1
+7903-CMPEY,Male,1,Yes,No,1.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.3,80.3,1
+1518-OMDIK,Male,0,Yes,No,33.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.55,1462.6,0
+6671-NGWON,Female,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,150.6,0
+0595-ITUDF,Male,0,Yes,Yes,64.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,91.8,5960.5,0
+6996-KNSML,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.9,74.9,1
+1955-IBMMB,Male,0,No,No,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.2,1192.3,0
+0096-BXERS,Female,0,Yes,No,6.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,50.35,314.55,0
+3806-YAZOV,Female,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.8,56.0,0
+7998-ZLXWN,Female,0,Yes,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.45,330.8,0
+6253-WRFHY,Male,0,Yes,Yes,13.0,Yes,No,DSL,No,No,No,No,Yes,Yes,One year,Yes,Electronic check,64.75,877.35,0
+9133-AYJZG,Female,0,No,No,23.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.7,2249.1,0
+2675-OTVVJ,Male,1,Yes,No,31.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,89.45,2807.65,0
+8680-CGLTP,Male,0,No,No,29.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Electronic check,58.75,1696.2,0
+8430-TWCBX,Female,0,Yes,No,49.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.7,1032.05,0
+5018-GWURO,Female,0,Yes,No,56.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.6,4902.8,0
+6741-QRLUP,Female,0,No,No,63.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),80.3,4995.35,0
+4737-HOBAX,Male,0,Yes,No,63.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),79.8,5034.05,0
+0537-QYZZN,Male,1,Yes,Yes,24.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.85,1857.75,0
+3340-QBBFM,Male,1,Yes,No,36.0,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,No,Credit card (automatic),54.1,1992.85,0
+1704-NRWYE,Female,1,No,No,9.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.85,751.65,1
+2592-SEIFQ,Male,0,No,No,3.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.75,66.95,1
+8200-KLNYW,Female,0,Yes,No,21.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,80.9,1714.95,0
+3372-CDXFJ,Male,0,Yes,Yes,13.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.5,343.6,0
+4781-ZXYGU,Male,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.15,20.15,0
+7632-YUTXB,Female,0,Yes,Yes,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,520.1,0
+2718-YSKCS,Male,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.6,1387.45,0
+9896-UYMIE,Male,0,No,No,66.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),114.3,7383.7,0
+0853-NWIFK,Female,0,No,No,45.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,100.3,4483.95,0
+8212-CRQXP,Female,0,Yes,No,22.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),80.0,1706.45,0
+6980-CDGFC,Female,0,Yes,No,67.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.85,1327.4,0
+7691-XVTZH,Female,0,Yes,No,68.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),89.95,5974.3,0
+7481-ATQQS,Female,1,No,No,49.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.85,4515.85,1
+2277-VWCNI,Female,1,No,No,4.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,48.75,179.85,0
+1088-CNNKB,Male,0,Yes,No,63.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),80.0,5040.2,0
+8642-GVWRF,Female,0,Yes,No,2.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),79.7,165.0,1
+1930-BZLHI,Male,0,No,No,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.35,422.7,0
+3400-ESFUW,Male,0,Yes,Yes,55.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),57.55,3046.4,1
+5868-YTYKS,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,0
+3525-DVKFN,Female,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,358.05,0
+1482-OXZSY,Male,0,No,No,30.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.4,2936.25,0
+0377-JBKKT,Male,0,Yes,Yes,22.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,57.95,1271.8,0
+5778-BVOFB,Female,0,No,No,9.0,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),59.5,530.05,0
+3373-YZZYM,Male,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.2,19.2,0
+2057-ZBLPD,Female,0,Yes,No,21.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.5,1808.7,1
+0228-MAUWC,Male,0,No,No,19.0,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,59.55,1144.6,0
+5502-RLUYV,Female,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.95,7446.9,1
+0023-HGHWL,Male,1,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.1,25.1,1
+7663-YJHSN,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),103.95,7556.9,0
+4915-BFSXL,Male,0,Yes,Yes,70.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,Two year,No,Credit card (automatic),68.95,4858.7,0
+3086-RUCRN,Female,0,No,No,66.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),103.1,6595.0,0
+5215-LNLDJ,Female,0,Yes,Yes,7.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.7,149.05,0
+7576-JMYWV,Female,1,Yes,Yes,46.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.2,4972.1,0
+9039-RBEEE,Male,0,No,No,39.0,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),48.95,1880.85,1
+0257-KXZGU,Female,0,Yes,Yes,32.0,Yes,Yes,DSL,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),62.45,2045.55,0
+1307-ATKGB,Male,0,No,No,24.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.55,2187.15,0
+8417-FMLZI,Male,0,Yes,Yes,6.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),83.55,477.55,1
+3714-XPXBW,Female,0,No,No,37.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),78.9,2976.95,0
+1850-AKQEP,Male,0,No,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,178.7,0
+2824-DXNKN,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),71.45,5025.85,0
+5227-JSCFE,Male,1,Yes,No,71.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),46.35,3353.4,0
+0848-ZGQIJ,Female,0,Yes,No,16.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.65,1461.15,0
+3621-CHYVB,Female,0,Yes,No,57.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),49.9,2782.4,0
+8042-RNLKO,Male,0,No,No,66.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.45,1699.15,0
+1792-UXAFY,Female,1,No,No,17.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.15,1496.9,1
+5372-FBKBN,Female,0,No,Yes,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,452.2,0
+0420-TXVSG,Male,0,Yes,No,66.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Credit card (automatic),66.1,4428.45,0
+6217-TOWGS,Female,0,Yes,No,17.0,Yes,Yes,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),75.4,1322.55,0
+0515-YPMCW,Male,0,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.45,70.45,1
+0378-XSZPU,Male,0,Yes,No,58.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Credit card (automatic),60.3,3563.8,1
+1045-LTCYT,Female,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.05,139.75,0
+1544-JJMYL,Male,0,No,No,27.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Credit card (automatic),69.35,1927.3,0
+4636-JGAAI,Male,0,Yes,No,34.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,88.85,3000.25,0
+6874-SGLHU,Male,0,No,No,30.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),97.0,3021.3,0
+5951-AOFIH,Male,0,No,No,33.0,Yes,No,DSL,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),66.4,2245.4,0
+4729-XKASR,Male,0,No,Yes,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.75,24.75,1
+3059-NGMXB,Male,0,Yes,Yes,14.0,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,69.2,944.65,0
+8652-YHIYU,Female,0,No,Yes,16.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,Yes,Credit card (automatic),79.5,1264.2,0
+5278-PNYOX,Female,0,No,No,49.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),100.65,4917.75,0
+5449-FIBXJ,Male,0,Yes,Yes,19.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,103.3,2012.7,1
+3486-HOOGQ,Female,0,Yes,Yes,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),79.7,5743.3,0
+5061-PBXFW,Female,0,Yes,Yes,32.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.4,1864.65,0
+8630-FJLIB,Female,0,No,No,18.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,1221.65,0
+3891-NLXJB,Male,0,No,No,37.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,40.55,1390.85,0
+4749-OJKQU,Female,0,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.65,302.35,0
+0577-WHMEV,Female,0,Yes,No,16.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,90.7,1374.9,0
+5453-AXEPF,Male,0,Yes,No,17.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.5,1336.9,0
+3639-XJHKQ,Female,0,No,Yes,19.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,60.6,1297.8,0
+3716-LRGXK,Male,0,Yes,No,60.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),101.15,6067.4,0
+2263-SFSQZ,Male,0,Yes,Yes,51.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.95,1222.25,0
+9950-MTGYX,Male,0,Yes,Yes,28.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.3,487.95,0
+3397-AVTKU,Male,0,No,No,43.0,Yes,No,DSL,No,Yes,No,No,No,Yes,Two year,Yes,Electronic check,60.0,2548.55,0
+4825-FUREZ,Male,0,Yes,No,42.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,20.25,835.5,0
+9837-BMCLM,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.5,242.05,1
+2672-OJQZP,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.75,44.75,0
+0137-UDEUO,Female,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,63.75,1
+3134-DSHVC,Female,0,No,No,63.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,No,Credit card (automatic),98.0,6218.45,0
+6161-UUUTA,Male,1,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.9,260.9,1
+7821-DPRQE,Male,0,Yes,No,68.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,107.7,7320.9,0
+6543-XRMYR,Female,1,No,No,30.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.7,2967.35,1
+2001-EWBQU,Female,0,No,No,60.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,104.7,6333.8,0
+4925-LMHOK,Male,0,No,No,15.0,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),58.6,939.7,1
+1608-GMEWB,Male,1,No,No,45.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),93.9,4200.25,0
+6695-AMZUF,Female,0,Yes,No,70.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.45,5950.2,0
+1455-UGQVH,Male,0,Yes,No,10.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,1037.75,1
+8410-BGQXN,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,93.4,0
+8280-MQRQN,Female,0,No,No,1.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50.45,50.45,1
+1619-YWUBB,Female,0,Yes,No,68.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.95,1614.9,0
+7611-YKYTC,Male,0,Yes,Yes,22.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.0,1573.95,0
+2037-SGXHH,Male,0,Yes,Yes,38.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,94.65,3624.3,1
+3178-FESZO,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.25,100.25,1
+0365-GXEZS,Male,0,Yes,No,18.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,78.2,1468.75,0
+0082-OQIQY,Male,0,No,No,29.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,2607.6,0
+6087-MVHJH,Female,0,No,No,16.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,88.45,1422.1,1
+4603-JANFB,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.85,69.85,1
+3018-TFTSU,Male,0,No,No,12.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),81.7,858.6,1
+3606-SBKRY,Male,0,No,No,31.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,50.05,1523.4,0
+4806-KEXQR,Male,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.9,324.3,1
+0667-NSRGI,Female,0,Yes,No,48.0,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Mailed check,69.55,3435.6,0
+7083-YNSKY,Female,0,No,No,15.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),25.4,399.6,1
+6893-ODYYE,Male,0,No,No,50.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),90.1,4549.45,0
+8242-JSVBO,Male,0,No,No,7.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.65,322.5,0
+2479-BRAMR,Male,1,Yes,No,41.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),83.75,3273.55,1
+9541-ZPSEA,Male,0,Yes,Yes,68.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Two year,No,Credit card (automatic),80.35,5375.15,0
+2665-NPTGL,Female,1,Yes,No,26.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.1,2510.7,0
+1139-WUOAH,Male,0,No,No,57.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),53.35,3090.05,0
+4693-VWVBO,Female,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.55,61.05,0
+7434-SHXLS,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,20.9,1
+6937-GCDGQ,Male,0,Yes,Yes,19.0,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Bank transfer (automatic),48.95,955.6,0
+0988-JRWWP,Female,0,No,No,3.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,54.2,140.4,0
+5075-JSDKI,Female,0,No,No,59.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.45,1493.1,0
+7908-QCBCA,Female,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.4,69.4,1
+8644-XYTSV,Male,0,Yes,No,42.0,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),40.15,1626.05,0
+6711-FLDFB,Female,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,541.15,1
+3873-WOSBC,Male,0,Yes,No,67.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.6,1784.9,0
+7465-ZZRVX,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.35,70.35,0
+7975-JMZNT,Male,0,Yes,No,66.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),91.7,6075.9,0
+7251-XFOIL,Female,0,No,No,61.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,89.2,5500.6,0
+4116-IQRFR,Male,0,Yes,Yes,4.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.1,73.1,0
+3714-JTVOV,Female,1,Yes,No,42.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.15,3229.4,1
+8259-DZLIZ,Female,0,Yes,Yes,64.0,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),53.85,3399.85,0
+0442-ZXKVS,Female,1,Yes,No,54.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),115.6,6431.05,0
+7853-WNZSY,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.75,19.75,0
+3120-FAZKD,Male,0,Yes,Yes,54.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.05,1230.9,0
+8606-OEGQZ,Female,0,No,Yes,18.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.3,454.65,0
+0225-ZORZP,Male,0,No,No,3.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,84.3,235.05,0
+4702-IOQDC,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.1,70.1,1
+9489-JMTTN,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.75,6595.9,0
+0575-CUQOV,Male,1,Yes,No,60.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,97.95,5867.0,0
+0967-BMLBD,Female,0,Yes,Yes,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.0,196.35,0
+6178-KFNHS,Female,0,No,Yes,12.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,78.3,909.25,1
+2830-LEWOA,Male,0,Yes,Yes,61.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),103.9,6449.15,0
+5006-MXVRN,Female,0,No,No,39.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.7,762.45,0
+1264-BYWMS,Male,0,No,No,55.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.8,5283.95,1
+9658-WYUFB,Female,0,No,No,17.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.4,1617.5,1
+8327-WKMIE,Male,0,No,No,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.15,785.75,0
+6917-FIJHC,Female,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,26.0,1776.0,0
+5329-KRDTM,Male,1,Yes,No,72.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),77.35,5396.25,0
+7797-EJMDP,Female,0,No,No,8.0,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),66.05,574.5,0
+3530-VWVGU,Female,0,Yes,Yes,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,400.3,0
+2013-SGDXK,Female,0,No,No,1.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,84.3,84.3,1
+6368-NWMCE,Female,0,No,No,38.0,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),68.15,2656.3,0
+3633-CDBUW,Male,0,No,Yes,17.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,80.85,1445.95,0
+0707-HOVVN,Female,1,No,No,70.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),75.5,5212.65,0
+8580-QVLOC,Female,1,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),92.45,6440.25,1
+3956-MGXOG,Female,0,No,No,28.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.6,2244.95,0
+9274-UARKJ,Female,0,No,No,15.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),83.2,1130.0,0
+4077-HWUYD,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),87.55,6463.15,0
+2012-NWRPA,Female,1,Yes,No,11.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.55,1131.2,1
+8808-ELEHO,Male,1,No,No,8.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.25,585.95,1
+0103-CSITQ,Female,0,Yes,No,57.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.4,6252.7,0
+3506-LCJDC,Male,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.95,19.95,1
+8671-KKKOS,Female,0,Yes,No,46.0,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,45.55,2062.15,0
+7305-ZWMAJ,Male,0,Yes,No,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.7,587.1,0
+9518-XXBXE,Male,1,Yes,No,10.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75.3,720.45,0
+3934-HXCFZ,Male,0,Yes,No,23.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,99.25,2186.4,1
+6578-KRMAW,Male,0,No,No,32.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),93.4,2979.3,0
+4860-IJUDE,Male,0,No,No,13.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.75,956.65,0
+7666-WKRON,Female,0,No,No,39.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Two year,Yes,Electronic check,80.45,3201.55,1
+9688-YGXVR,Female,0,No,No,44.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),88.15,3973.2,0
+0423-UDIJQ,Male,1,No,No,9.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,49.2,447.9,0
+1945-XISKS,Female,0,Yes,No,67.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,1335.2,0
+4910-AQFFX,Male,0,Yes,Yes,9.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.35,661.25,1
+2154-KVJFF,Female,0,No,No,15.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.75,1111.85,1
+5360-LJCNJ,Female,0,Yes,No,71.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.15,7555.0,0
+2607-FBDFF,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),49.0,49.0,0
+9647-ERGBE,Female,0,Yes,Yes,30.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,3046.15,1
+3428-XZMAZ,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,69.35,1
+1100-DDVRV,Male,0,Yes,No,17.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,49.8,836.35,0
+0378-TOVMS,Female,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,85.8,272.2,1
+4355-HBJHH,Male,0,Yes,Yes,67.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,79.7,5293.4,1
+6728-WYQBC,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,20.95,0
+9058-CBREO,Female,1,No,No,1.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.55,50.55,1
+9029-FEGVJ,Female,1,Yes,No,32.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,79.3,2570.0,0
+7216-KAOID,Male,0,Yes,Yes,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.5,798.2,0
+0318-QUUOB,Male,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.55,80.55,1
+6145-NNPNO,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.15,44.15,0
+5520-FVEWJ,Female,0,Yes,Yes,12.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.5,916.9,1
+5339-TJFEK,Male,0,Yes,Yes,62.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,6487.2,0
+5572-ZDXHY,Female,0,No,No,22.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Mailed check,84.3,1855.65,1
+2074-GUHPQ,Female,0,No,Yes,17.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),92.7,1556.85,0
+4625-XMOYM,Female,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26.25,1988.05,0
+5827-MWCZK,Male,0,Yes,Yes,56.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),96.95,5432.2,0
+1385-TQOZW,Female,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.45,147.55,0
+5914-XRFQB,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.8,8424.9,0
+4329-YPDDQ,Male,0,No,No,20.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.2,2203.7,0
+4804-NCPET,Male,0,Yes,Yes,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,387.4,0
+3750-CKVKH,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,67.75,116.65,1
+5944-UGLLK,Male,0,No,No,53.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),54.9,3045.75,0
+8063-GBATB,Female,1,No,No,27.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.25,2287.25,1
+7787-BNTZM,Male,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,130.5,0
+2252-ISRNH,Male,0,Yes,Yes,9.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,90.35,767.9,0
+9415-TPKRV,Female,0,Yes,Yes,8.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.75,446.8,0
+5322-TEUJK,Female,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.6,8100.25,0
+4547-KQRTM,Female,0,No,No,10.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.05,830.7,1
+4877-EVATK,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,20.0,1
+1866-DIOQZ,Female,0,Yes,No,71.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),66.8,4689.15,0
+8375-KVTHK,Male,0,Yes,No,68.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.3,6754.35,0
+2697-NQBPF,Male,0,No,No,34.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.35,3540.65,0
+3709-OIJEA,Male,0,No,No,26.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,85.2,2184.6,0
+7639-SUPCW,Female,0,No,No,22.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),48.8,1054.6,1
+1386-ZIKUV,Male,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.95,130.55,0
+0599-XNYDO,Female,0,Yes,No,20.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.8,1540.35,0
+6377-WHAOX,Female,0,Yes,No,60.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.15,6411.25,0
+6855-VLGOS,Male,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,20.55,1432.55,0
+8999-XXGNS,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),105.75,7629.85,0
+8746-OQQRW,Male,0,No,No,4.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.25,101.9,0
+3181-MIZBN,Male,0,Yes,Yes,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,313.4,0
+0471-ARVMX,Female,1,Yes,No,62.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.85,6312.9,0
+7766-CLTIC,Female,0,No,No,10.0,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,60.95,629.55,0
+5650-YLIBA,Male,0,No,No,31.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.15,2640.55,0
+0825-CPPQH,Female,0,Yes,No,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.1,1372.45,0
+9084-OAYKL,Male,0,No,No,58.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.8,1212.25,0
+6122-LJADA,Male,0,Yes,Yes,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.15,6237.05,0
+2400-XIWIO,Female,0,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,90.1,6310.9,0
+7524-VRLPL,Male,1,No,No,69.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),74.1,5031.0,0
+1069-XAIEM,Female,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.05,85.05,1
+7569-NMZYQ,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),118.75,8672.45,0
+5201-USSQZ,Female,0,Yes,No,26.0,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),85.9,2196.45,0
+2105-PHWON,Female,0,Yes,No,33.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),95.0,3008.15,0
+1494-EJZDW,Female,0,Yes,Yes,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,220.8,0
+4884-TVUQF,Female,1,No,No,57.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),101.3,5779.6,0
+8003-EWNDZ,Female,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.2,222.65,0
+1897-RCFUM,Female,0,Yes,Yes,39.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,24.2,914.6,0
+9256-JTBNZ,Female,0,No,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.3,246.3,0
+4658-HCOHW,Female,0,Yes,Yes,21.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,102.8,2110.15,1
+2211-RMNHO,Female,0,Yes,Yes,68.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.3,5560.0,0
+2432-TFSMK,Male,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),89.6,1633.0,0
+3440-JPSCL,Female,0,No,No,6.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.95,547.65,1
+4929-ROART,Male,0,No,No,18.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,56.25,969.85,0
+1834-ABKHQ,Female,0,Yes,Yes,52.0,Yes,No,DSL,No,No,Yes,No,No,No,One year,Yes,Bank transfer (automatic),50.95,2610.65,0
+1741-WTPON,Male,0,Yes,Yes,56.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,115.85,6567.9,0
+3932-IJWDZ,Male,0,No,No,45.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.65,4747.85,0
+1240-HCBOH,Female,0,No,No,67.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,26.1,1759.55,0
+3594-KADLU,Male,0,Yes,No,3.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,35.1,101.1,0
+8065-BVEPF,Male,1,No,No,65.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.1,6496.15,0
+3796-ENZGF,Male,0,Yes,No,63.0,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Two year,No,Mailed check,67.25,4234.15,0
+1734-ZMNTZ,Female,0,Yes,Yes,11.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.0,300.7,0
+2853-CWQFQ,Male,0,No,Yes,1.0,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,59.55,59.55,0
+0813-TAXXS,Male,0,No,No,55.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),77.8,4323.35,0
+2519-TWKFS,Male,0,Yes,Yes,25.0,Yes,Yes,DSL,No,No,No,Yes,No,No,One year,Yes,Mailed check,55.1,1466.1,0
+2889-FPWRM,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),117.8,8684.8,1
+0626-QXNGV,Female,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.15,1776.45,0
+6723-CEGQI,Female,0,No,Yes,65.0,No,No phone service,DSL,No,Yes,No,Yes,Yes,No,Two year,No,Mailed check,45.25,2933.95,0
+6987-XQSJT,Female,1,No,No,54.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.5,4370.25,1
+4732-RRJZC,Male,0,Yes,Yes,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,144.35,0
+9499-XPZXM,Female,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),64.75,4804.75,0
+4338-EYCER,Male,0,Yes,No,21.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),54.6,1125.2,0
+3007-FDPEA,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.7,39.85,0
+6350-XFYGW,Male,1,No,No,4.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,422.4,0
+4290-BSXUX,Male,0,Yes,No,3.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),79.65,251.75,1
+8513-OLYGY,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.8,8332.15,0
+0311-QYWSS,Female,0,No,No,6.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.45,314.6,0
+8705-DWKTI,Male,0,No,No,52.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),83.8,4331.4,0
+8755-IWJHN,Male,1,Yes,No,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.35,6382.0,0
+0325-XBFAC,Male,0,No,No,8.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.7,740.3,1
+4480-QQRHC,Female,1,No,No,8.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.05,600.15,0
+0929-PECLO,Female,1,No,No,63.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.6,5538.8,0
+3680-CTHUH,Male,0,No,No,60.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),116.6,7049.5,0
+1202-KKGFU,Female,0,Yes,No,12.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),54.2,690.5,0
+6112-KTHFQ,Female,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,279.3,0
+1852-XEMDW,Male,0,No,No,22.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,65.05,1427.55,0
+2462-XIIJB,Male,0,No,No,5.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,92.5,452.7,1
+4760-XOHVN,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,19.45,1
+1820-DJFPH,Female,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.05,1709.15,0
+9426-SXNHE,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),18.75,53.15,0
+9068-FHQHD,Female,0,Yes,Yes,40.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.15,777.35,0
+1269-FOYWN,Male,0,Yes,Yes,44.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.0,860.85,0
+9470-YFUYI,Male,1,Yes,No,71.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),71.0,5012.1,0
+7817-BOQPW,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.55,166.3,1
+7402-EYFXX,Male,1,No,No,26.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.6,2404.1,0
+1853-UDXBW,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.0,70.0,1
+9895-VFOXH,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.4,24.4,0
+5458-CQJTA,Male,0,Yes,Yes,65.0,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.8,4820.15,1
+1230-QAJDW,Male,0,No,No,3.0,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,65.25,209.9,0
+5701-ZIKJE,Male,0,No,No,13.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.55,610.75,0
+5219-YIPTK,Female,0,Yes,No,33.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,3409.6,1
+5032-MIYKT,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.7,70.7,0
+7396-VJUZB,Male,0,Yes,Yes,4.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.25,155.35,0
+9717-QEBGU,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,144.0,0
+5172-RKOCB,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.95,7875.0,0
+6509-TSGWN,Female,0,Yes,Yes,37.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,26.45,911.6,0
+3540-RZJYU,Female,0,No,No,15.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,86.2,1270.2,1
+3178-CIFOT,Female,0,No,No,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),19.65,478.1,0
+2091-MJTFX,Female,0,Yes,Yes,30.0,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),51.2,1561.5,1
+4530-NDRKU,Female,0,Yes,Yes,42.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.05,761.85,0
+5985-TBABQ,Female,0,No,No,32.0,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,No,Mailed check,74.75,2282.95,0
+9800-ONTFE,Female,0,Yes,Yes,22.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.8,1615.1,0
+6743-HHQPF,Male,0,Yes,No,42.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.1,1097.15,0
+8455-HIRAQ,Female,0,No,No,8.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.45,369.3,0
+6616-AALSR,Female,0,Yes,Yes,65.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),104.3,6725.3,0
+0883-EIBTI,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,31.55,1
+9415-ZNBSX,Female,0,Yes,Yes,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.0,6293.2,0
+4018-KJYUY,Male,0,No,Yes,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.15,432.5,0
+0722-TROQR,Female,1,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,321.75,1
+7571-YXDAD,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),74.9,147.15,1
+3884-UEBXB,Female,0,Yes,Yes,67.0,No,No phone service,DSL,Yes,Yes,No,No,No,No,Two year,No,Bank transfer (automatic),36.15,2434.45,0
+8780-RSYYU,Female,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.2,532.1,0
+5537-UXXVS,Female,0,Yes,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.25,375.25,0
+1791-PQHBB,Female,0,No,Yes,2.0,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),61.2,125.95,0
+8701-DGLVH,Male,0,No,No,51.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,1042.65,0
+8741-LQOBK,Female,0,Yes,Yes,46.0,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),35.05,1620.25,0
+3393-FMZPV,Female,0,No,No,25.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.25,2387.75,1
+8082-GHXOP,Male,0,No,Yes,13.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.0,659.35,0
+6402-ZFPPI,Female,1,No,No,25.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,102.8,2660.2,1
+0980-FEXWF,Male,0,Yes,Yes,26.0,Yes,No,DSL,No,No,Yes,No,No,No,One year,No,Mailed check,50.35,1285.8,0
+7486-KSRVI,Male,0,No,No,43.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.0,4211.55,1
+3011-WQKSZ,Male,0,No,Yes,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.0,377.55,0
+8443-WVPSS,Male,0,Yes,No,10.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.85,990.9,1
+3006-XIMLN,Female,0,No,Yes,2.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.2,193.8,1
+8218-FFJDS,Female,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.4,6058.95,0
+1986-PHGZF,Male,1,No,No,18.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),58.4,964.9,0
+9965-YOKZB,Male,1,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.85,790.15,1
+0504-HHAPI,Female,1,No,No,27.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),88.3,2467.75,1
+9360-OMDZZ,Male,0,No,No,24.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.1,2322.85,0
+6305-YLBMM,Male,0,No,No,69.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.05,7262.0,1
+0345-XMMUG,Female,0,Yes,No,46.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.9,4854.3,0
+8024-XNAFQ,Female,1,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),107.4,7748.75,0
+3647-GMGDH,Male,0,Yes,No,22.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.7,1914.9,1
+2988-GBIVW,Female,1,Yes,No,70.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.85,6470.1,0
+2832-SCUCO,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.9,57.4,0
+7036-ZZKBD,Male,0,Yes,No,31.0,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),66.4,2019.8,0
+3791-LGQCY,Female,1,Yes,No,56.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.65,5688.05,1
+0265-PSUAE,Female,0,Yes,Yes,16.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),100.7,1522.7,0
+0463-TXOAK,Male,0,No,Yes,52.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.6,1334.5,0
+0594-UFTUL,Male,0,Yes,Yes,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.85,252.0,0
+9509-MPYOD,Female,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.75,700.45,0
+9128-CPXKI,Female,0,No,No,59.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Electronic check,95.8,5655.45,0
+0129-KPTWJ,Male,0,Yes,No,72.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.65,6747.35,0
+8166-ZZTFS,Female,1,Yes,No,66.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.55,5265.1,1
+5855-EIBDE,Female,0,Yes,No,49.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),106.65,5174.35,0
+5365-LLFYV,Female,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,105.6,0
+5956-YHHRX,Male,1,No,No,21.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.35,2271.85,0
+6008-NAIXK,Male,1,No,No,54.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,55.45,2966.95,0
+2956-GGUCQ,Male,1,Yes,No,24.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,78.85,1772.25,1
+1928-BXYIV,Male,0,No,No,1.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,61.15,61.15,0
+5760-FXFVO,Male,0,No,No,6.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,78.95,494.95,0
+6595-COKXZ,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.45,44.45,1
+0961-ZWLVI,Male,0,No,Yes,49.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),109.2,5290.45,0
+5181-OABFK,Female,0,Yes,Yes,56.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Credit card (automatic),61.3,3346.8,0
+4007-NHVHI,Female,1,No,No,56.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,96.85,5219.65,0
+7816-VGHTO,Female,0,Yes,Yes,6.0,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Two year,No,Mailed check,40.55,217.5,0
+5871-DGTXZ,Male,0,No,No,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,607.7,0
+7550-WIQVA,Male,0,Yes,Yes,50.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,108.25,5431.4,0
+7544-ZVIKX,Male,0,Yes,Yes,58.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.05,6004.85,0
+0016-QLJIS,Female,0,Yes,Yes,65.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,90.45,5957.9,0
+7508-DQAKK,Female,0,No,No,64.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),86.4,5442.05,0
+5176-OLSKT,Female,0,Yes,No,66.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),66.9,4370.25,0
+9356-AXGMP,Male,0,Yes,No,38.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,110.7,4428.6,0
+3556-BVQGL,Female,0,Yes,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.0,416.45,0
+0362-ZBZWJ,Male,0,No,No,36.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.9,3067.2,1
+8979-CAMGB,Male,1,No,No,64.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,102.1,6688.1,0
+4211-MMAZN,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,20.25,1
+7581-EBBOU,Female,0,No,No,60.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),70.15,4224.7,0
+4274-OWWYO,Male,0,No,No,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,74.35,1
+5073-RZGBK,Female,0,Yes,Yes,50.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),80.05,4042.2,0
+1541-ETJZO,Male,0,No,No,1.0,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,62.05,62.05,1
+2192-CKRLV,Female,0,Yes,No,72.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Electronic check,49.2,3580.95,0
+3154-HMWUU,Male,0,Yes,No,60.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.5,1198.8,0
+6119-SPUDB,Male,0,No,No,46.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,38.25,1755.35,0
+6522-OIQSX,Female,0,Yes,Yes,69.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),54.95,3772.5,0
+7813-ZGGAW,Male,1,No,No,31.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),96.6,2877.95,0
+8748-HFWBO,Male,0,Yes,Yes,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,357.7,0
+1052-QJIBV,Female,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.9,1397.3,0
+1319-YLZJG,Male,0,Yes,No,12.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.6,959.9,0
+4106-HADHQ,Male,0,Yes,Yes,39.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),80.0,3182.95,1
+0723-FDLAY,Male,0,No,No,44.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),85.25,3704.15,0
+3050-RLLXC,Female,0,Yes,Yes,56.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),81.25,4620.4,0
+9298-WGMRW,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.5,8312.75,0
+2369-UAPKZ,Male,0,No,No,5.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,104.1,541.9,1
+3088-LHEFH,Female,0,No,No,11.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.0,929.3,0
+2778-OCLGR,Male,1,Yes,No,24.0,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),39.1,971.3,1
+6583-KQJLK,Female,1,Yes,No,15.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.65,1285.05,0
+8544-JNBOX,Male,0,No,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.8,1521.2,0
+6681-ZSEXG,Male,0,Yes,No,56.0,Yes,Yes,DSL,No,Yes,Yes,No,No,No,Two year,No,Credit card (automatic),59.5,3389.25,0
+6139-ZZRBQ,Male,1,No,No,64.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.05,1198.05,0
+6116-RFVHN,Female,0,Yes,No,34.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.45,3414.65,0
+0637-KVDLV,Male,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.5,162.45,1
+8884-FEEWR,Male,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.6,754.0,0
+3125-RAHBV,Male,0,No,No,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.3,467.15,0
+6633-MPWBS,Male,0,No,No,5.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.2,216.9,1
+0373-AIVNJ,Male,0,No,No,9.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,One year,No,Mailed check,39.55,373.0,0
+8785-EPNCG,Male,0,No,No,11.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),23.15,245.2,1
+1682-VCOIO,Male,0,No,No,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.45,481.1,0
+5729-KLZAR,Female,0,Yes,Yes,4.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.85,302.75,1
+2072-ZVJJX,Male,0,Yes,No,68.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.25,1728.2,0
+8849-AYPTR,Male,0,Yes,No,33.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,91.25,2964.05,0
+9518-IMLHK,Male,0,No,No,31.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),72.45,2156.25,0
+1582-RAFML,Male,0,No,No,1.0,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,60.1,60.1,1
+3646-ITDGM,Female,0,No,No,56.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,1051.9,0
+8740-CRYFY,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.95,78.95,1
+3569-VLDHH,Male,0,Yes,Yes,66.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,75.1,5013.0,0
+8224-KDLKN,Male,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.0,1738.9,0
+7594-LZNWR,Male,1,No,No,34.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),69.15,2275.1,0
+4001-TSBTV,Female,0,Yes,Yes,58.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.55,5511.65,0
+2962-XPMCQ,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.15,98.5,1
+8727-XDPUD,Male,0,No,No,37.0,No,No phone service,DSL,No,No,No,No,Yes,No,Two year,No,Credit card (automatic),35.8,1316.9,0
+1043-UXOVO,Female,0,No,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.15,7993.3,0
+1064-FBXNK,Male,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.85,19.85,0
+3996-ZNWYK,Male,1,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,1388.45,0
+2878-DHMIN,Male,0,Yes,Yes,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.9,666.0,0
+7762-ONLJY,Female,0,Yes,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,94.45,0
+1678-FYZOW,Female,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.4,244.65,1
+5795-BKOYE,Female,0,Yes,Yes,69.0,Yes,No,DSL,No,Yes,Yes,Yes,No,No,One year,No,Bank transfer (automatic),59.1,4134.7,0
+8627-EHGIP,Male,0,No,No,44.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Mailed check,53.95,2375.4,1
+7402-PWYJJ,Female,0,Yes,No,53.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Electronic check,91.15,4862.5,0
+5480-TBGPH,Female,0,Yes,No,24.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.3,2431.35,1
+0018-NYROU,Female,0,Yes,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.95,351.5,0
+7501-VTYLJ,Female,0,No,Yes,2.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,51.55,106.2,0
+7608-RGIRO,Male,0,No,Yes,62.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.4,1413.0,0
+0480-BIXDE,Female,0,Yes,No,19.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.8,1743.05,0
+5895-QSXOD,Male,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.05,657.5,0
+9814-AOUDH,Male,0,No,No,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,1050.5,0
+6175-IRFIT,Male,0,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,78.75,426.35,0
+8760-ZRHKE,Female,1,Yes,Yes,71.0,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,One year,No,Electronic check,69.2,4982.5,0
+1622-HSHSF,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,19.55,0
+8854-CCVSQ,Male,0,No,No,18.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.65,1451.9,1
+6749-UTDVX,Male,0,No,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,103.65,7634.8,0
+5542-DHSXL,Female,0,Yes,No,4.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.7,235.05,0
+9102-OXKFY,Male,0,No,No,59.0,Yes,Yes,DSL,No,No,Yes,No,No,No,Two year,No,Credit card (automatic),54.15,3116.15,0
+0511-JTEOY,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,71.1,71.1,1
+5216-WASFJ,Female,1,Yes,No,31.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.85,2633.4,0
+7808-DVWEP,Male,0,Yes,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.0,49.65,0
+7067-KSAZT,Female,1,Yes,No,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.25,6979.8,1
+2284-VFLKH,Male,0,Yes,No,49.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),99.25,4920.8,0
+0366-NQSHS,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,46.35,0
+6532-YLWSI,Female,0,Yes,No,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.8,1021.8,1
+3807-BPOMJ,Female,0,Yes,No,55.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,94.75,5276.1,0
+3892-NXAZG,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.05,8289.2,0
+4948-WBBKL,Female,1,No,No,36.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,2659.45,0
+4182-BGSIQ,Female,0,Yes,Yes,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.8,196.75,0
+9300-AGZNL,Male,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.0,94.0,1
+0988-AADSA,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),80.85,5824.75,0
+9972-NKTFD,Female,0,No,No,28.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),54.65,1517.5,0
+3717-LNXKW,Male,0,Yes,No,38.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),91.7,3479.05,0
+5734-EJKXG,Female,0,No,No,61.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,118.6,7365.7,0
+2207-RYYRL,Male,0,Yes,Yes,52.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.55,1331.05,0
+6729-FZWSY,Male,0,No,No,67.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.45,1195.95,0
+9695-IDRZR,Female,0,No,Yes,34.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.15,3946.9,0
+8144-DGHXP,Female,0,No,No,54.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,80.6,4299.95,0
+7814-LEEVE,Female,0,Yes,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.3,20.3,0
+1112-CUNAO,Female,1,No,No,15.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,89.85,1424.95,1
+5175-AOBHI,Female,0,No,No,4.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,46.0,193.6,1
+5174-RNGBH,Female,0,No,No,9.0,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,66.25,620.55,1
+8631-WUXGY,Female,0,No,Yes,46.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,4391.25,0
+7270-BDIOA,Female,0,No,No,22.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,90.0,1993.8,1
+9565-JSNFM,Male,0,No,No,38.0,Yes,No,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),70.45,2597.6,1
+5906-DVAPM,Female,0,Yes,Yes,55.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Credit card (automatic),75.0,4213.9,0
+6654-QGBZZ,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,0
+8348-JLBUG,Male,1,Yes,No,64.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),80.3,5017.7,0
+0607-DAAHE,Male,0,No,Yes,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1052.35,1
+5641-DMBFJ,Female,0,Yes,No,58.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.3,4916.4,0
+9200-NLNPD,Male,0,Yes,No,56.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),54.05,2959.8,0
+2664-XJZNO,Male,0,Yes,Yes,72.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.9,7559.55,0
+9732-KPKBW,Male,0,No,No,1.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,53.95,53.95,1
+3339-EAQNV,Male,1,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),97.25,7133.1,0
+0921-OHLVP,Male,0,No,No,22.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,83.05,1799.3,0
+3389-YGYAI,Female,1,No,No,8.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,829.55,1
+9560-ARGQJ,Female,0,No,Yes,16.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81.0,1312.15,1
+8350-NYMVI,Female,0,No,No,39.0,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),41.1,1597.05,0
+1600-DILPE,Female,0,No,No,12.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.0,524.35,0
+0536-ESJEP,Male,0,Yes,No,54.0,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.55,4191.45,0
+4654-GGUII,Female,0,No,No,18.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,40.2,711.95,0
+6478-HRRCZ,Male,0,Yes,No,32.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,No,Mailed check,70.5,2201.75,0
+8510-BBWMU,Female,0,No,No,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.75,806.95,0
+6857-TKDJV,Male,0,Yes,Yes,67.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.65,1620.45,0
+2360-RDGRO,Male,0,Yes,No,65.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.25,6812.95,0
+0584-BJQGZ,Female,0,No,No,25.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),78.35,1837.9,0
+5134-IKDAY,Female,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,69.8,1
+1360-XFJMR,Female,0,Yes,No,67.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),109.7,7344.45,0
+3070-DVEYC,Male,1,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,73.75,545.15,1
+5730-RIITO,Female,1,No,No,43.0,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),33.45,1500.25,0
+9058-MJLZC,Female,0,No,No,24.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.6,2283.15,0
+5707-ORNDZ,Male,1,No,No,9.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,54.55,494.05,1
+0902-XKXPN,Male,0,Yes,Yes,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1376.5,0
+5177-RVZNU,Female,0,No,Yes,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.3,755.4,0
+0056-EPFBG,Male,0,Yes,Yes,20.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),39.4,825.4,0
+8993-IZEUX,Male,0,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.15,488.65,0
+8696-JKZNU,Female,1,No,No,37.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.25,2841.55,1
+5380-AFSSK,Female,0,No,No,5.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,93.9,486.85,1
+8190-ZTQFB,Male,0,No,No,41.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,51.35,2075.1,0
+0931-MHTEM,Female,0,No,No,54.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),100.05,5299.65,0
+2055-PDADH,Female,1,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.4,204.7,1
+7515-LODFU,Male,1,No,No,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.3,1356.3,0
+0440-UEDAI,Female,0,No,No,53.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),94.45,5042.75,0
+1337-BOZWO,Male,0,Yes,Yes,18.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),46.4,812.4,0
+0868-VJRDR,Male,0,Yes,No,64.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.05,6605.55,0
+8714-EUHJO,Female,0,Yes,Yes,31.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,91.15,2995.45,1
+6344-SFJVH,Female,0,No,No,20.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),24.9,505.95,0
+3950-VPYJB,Male,0,Yes,Yes,57.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,59.6,3509.4,0
+8041-TMEID,Male,1,Yes,No,63.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),108.5,6991.9,0
+7321-ZNSLA,Male,0,Yes,Yes,13.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,40.55,590.35,0
+6941-KXRRV,Female,1,Yes,No,48.0,Yes,No,DSL,No,Yes,No,No,No,Yes,One year,Yes,Bank transfer (automatic),58.95,2789.7,0
+3721-CNEYS,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.95,137.95,1
+8727-JQFHV,Male,0,Yes,Yes,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,1123.15,0
+9475-NNDGC,Male,0,Yes,No,71.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),113.15,7953.25,0
+1355-KUSBG,Female,0,Yes,Yes,7.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,48.8,349.8,0
+3688-FTHLT,Female,0,No,No,16.0,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),63.05,1067.05,0
+0899-LIIBW,Male,0,Yes,No,34.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,100.85,3527.3,0
+2568-OIADY,Female,0,Yes,No,37.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.5,3762.0,1
+1384-RCUXW,Male,0,No,No,16.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,80.55,1248.9,0
+5825-XJOCM,Male,0,No,Yes,48.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),64.4,3035.35,0
+6848-YLDFR,Male,0,Yes,Yes,58.0,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),75.2,4300.8,0
+8125-QPFJD,Female,0,Yes,No,72.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.9,6065.3,0
+2320-YKQBO,Female,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.3,144.95,0
+1193-RTSLK,Female,0,No,No,38.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),83.9,3233.6,1
+2302-ANTDP,Female,1,Yes,No,48.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,117.45,5438.9,1
+5923-GXUOC,Male,0,No,No,10.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,1081.45,1
+4973-RLZVI,Female,0,No,No,30.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Credit card (automatic),74.65,2308.6,0
+7869-ZYDST,Male,0,Yes,No,31.0,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),59.05,1882.8,0
+4501-UYKBC,Female,1,No,No,46.0,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),69.1,3255.35,0
+1215-EXRMO,Male,0,Yes,No,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.55,1067.65,0
+2305-MRGLV,Male,0,Yes,No,28.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),76.55,2065.4,0
+8404-VIOMB,Female,0,No,No,66.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),62.5,4136.4,0
+5233-GEEAX,Male,1,No,No,8.0,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,29.4,221.9,1
+2359-KLTEK,Female,0,Yes,Yes,41.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.9,3848.0,0
+5304-EFJLP,Male,1,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.65,8022.85,0
+2673-ZALNP,Female,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,173.15,0
+9184-GALIL,Female,0,Yes,Yes,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,781.25,0
+4393-RYCRE,Male,0,No,No,44.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.05,4510.8,0
+9746-MDMBK,Male,0,Yes,Yes,47.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),113.45,5317.8,0
+3162-ZJZFU,Male,0,Yes,Yes,53.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,92.55,4779.45,0
+8404-GFGCZ,Male,0,Yes,No,4.0,Yes,Yes,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,65.6,250.1,0
+8875-AKBYH,Male,1,No,No,20.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.35,1745.2,0
+4432-ADRLB,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.65,74.9,1
+0533-UCAAU,Male,1,Yes,No,57.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),71.1,4140.1,0
+1394-SUIUH,Female,1,Yes,No,44.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,85.15,3670.5,0
+3521-MNKLV,Male,0,No,No,24.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,49.7,1167.8,0
+2533-TIBIX,Male,0,Yes,Yes,15.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),30.2,469.65,0
+8993-PHFWD,Female,0,No,No,3.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.25,58.9,1
+1565-RHDJD,Female,0,No,Yes,4.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),84.05,333.55,1
+7137-RYLPP,Male,1,Yes,No,37.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.7,3171.15,1
+3765-JXVKY,Female,0,No,No,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,1
+5092-STPKP,Female,0,No,No,24.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),56.35,1381.2,0
+7330-WZLNC,Female,0,No,No,5.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.8,455.5,1
+0114-PEGZZ,Female,0,No,No,33.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,107.55,3645.5,0
+3359-DSRKA,Female,0,Yes,Yes,58.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,1158.85,0
+8639-NHQEI,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Two year,Yes,Bank transfer (automatic),95.9,6954.15,0
+7161-DFHUF,Female,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.85,1672.1,0
+3957-LXOLK,Female,1,No,No,28.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.15,3152.5,1
+3720-DBRWL,Male,0,Yes,No,51.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.85,4307.1,0
+6635-MYYYZ,Female,0,No,No,30.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),85.35,2530.4,1
+8565-WUXZU,Male,1,Yes,No,72.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),84.8,6141.65,0
+5281-BUZGT,Male,1,No,No,36.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.85,3186.7,1
+4994-OBRSZ,Male,0,No,Yes,14.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),76.1,1054.8,0
+0562-FGDCR,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Mailed check,74.55,5430.65,0
+2436-QBZFP,Female,0,Yes,Yes,22.0,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,39.2,849.9,0
+3420-YJLQT,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,79.55,151.75,0
+6040-CGACY,Female,0,No,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,299.4,0
+6582-PLFUU,Male,0,Yes,Yes,51.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,1086.75,0
+8242-PDSGJ,Male,0,Yes,No,70.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),39.15,2692.75,0
+0264-CNITK,Female,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.1,1389.6,0
+0089-IIQKO,Female,0,Yes,Yes,39.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.95,3767.4,0
+7839-NUIAA,Female,0,Yes,Yes,61.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,59.8,3641.5,0
+6075-QMNRR,Female,0,No,No,52.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.75,2535.55,0
+5378-IKEEG,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,35.75,35.75,1
+5966-EMAZU,Male,0,Yes,No,64.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,108.5,6880.85,0
+0440-EKDCF,Male,0,Yes,No,62.0,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),60.15,3753.2,0
+4774-HHGGS,Male,0,Yes,No,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.05,637.55,0
+2718-GAXQD,Female,1,Yes,Yes,4.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.0,181.6,1
+2055-BFOCC,Male,1,Yes,No,63.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),84.0,5329.55,0
+8180-AKMJV,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.55,44.55,0
+4298-OYIFC,Male,0,Yes,No,15.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.45,1539.8,0
+5566-SOEZD,Male,0,Yes,Yes,27.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),80.65,2209.75,0
+9842-EFSYY,Female,0,No,Yes,4.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,57.2,223.75,0
+2272-WUSPA,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,110.75,7751.7,0
+4584-LBNMK,Male,1,Yes,No,45.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.7,1174.35,0
+3898-GUYTS,Female,1,No,No,45.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,97.05,4385.05,0
+0930-EHUZA,Female,0,No,No,36.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Mailed check,76.35,2606.35,0
+6413-XKKPU,Male,0,Yes,Yes,17.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.4,1539.45,1
+9975-SKRNR,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.9,18.9,0
+3703-KBKZP,Male,1,No,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.45,1261.35,0
+1449-XQEMT,Male,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.8,58.15,1
+2626-URJFX,Male,0,Yes,Yes,4.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.9,225.6,1
+4973-MGTON,Female,0,Yes,No,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),84.4,5969.3,0
+3682-YEUWS,Male,0,Yes,Yes,10.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.4,253.9,0
+1223-UNPKS,Male,0,Yes,Yes,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,400.0,0
+2612-RRIDN,Male,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81.0,340.85,1
+4735-ASGMA,Male,0,No,No,26.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.35,2515.3,1
+3446-QDSZF,Female,0,No,No,4.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),55.5,227.35,0
+3669-LVWZB,Male,0,No,No,5.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,51.0,305.95,1
+6892-EZDTG,Female,0,Yes,No,4.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.65,365.4,1
+5117-IFGPS,Male,1,Yes,No,29.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.3,2357.75,0
+7379-FNIUJ,Male,0,No,No,2.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,100.2,198.5,0
+1627-AFWVJ,Female,0,No,No,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,554.25,0
+9725-SCPZG,Male,0,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.85,90.85,1
+5884-GCYMI,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.4,69.4,1
+3217-FZDMN,Female,1,No,No,8.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.45,742.95,1
+4486-EFAEB,Male,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.4,251.65,0
+0060-FUALY,Female,0,Yes,No,59.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.75,5597.65,0
+7853-GVUDZ,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.15,20.15,1
+7480-QNVZJ,Male,1,No,No,50.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.7,4816.7,1
+6954-OOYZZ,Male,0,Yes,No,18.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.35,768.05,0
+7088-FBAWU,Female,0,Yes,Yes,17.0,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,No,Mailed check,74.55,1215.8,0
+8313-AFGBW,Male,0,Yes,No,47.0,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,73.6,3522.65,0
+3943-KDREE,Female,0,No,No,26.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.95,1834.95,1
+9239-ZBZZV,Female,0,No,No,6.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,47.95,305.1,1
+3097-IDVPU,Male,0,Yes,Yes,19.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),50.1,910.45,0
+4398-HSCJH,Female,0,No,No,3.0,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,63.6,155.65,1
+2197-OMWGI,Female,1,Yes,Yes,68.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,53.0,3656.25,0
+2303-PJYHN,Female,0,Yes,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.85,52.0,0
+9795-VOWON,Male,0,No,No,7.0,No,No phone service,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),24.35,150.85,0
+1237-WIYYZ,Female,0,No,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,389.25,0
+1987-AUELQ,Female,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,1873.7,0
+7852-LECYP,Male,1,Yes,No,13.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,No,Credit card (automatic),93.8,1261.0,0
+4430-UZIPO,Male,0,No,No,3.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,36.85,108.7,1
+4822-LPTYJ,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),103.75,7346.2,0
+8165-CBKXO,Male,0,Yes,Yes,66.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),56.75,3708.4,0
+6527-PZFPV,Male,0,Yes,Yes,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.8,469.65,0
+4855-SNKMY,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.1,44.1,1
+9593-CVZKR,Female,0,Yes,Yes,56.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.45,1385.85,0
+8595-SIZNC,Female,1,Yes,No,22.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.6,548.8,0
+8008-HAWED,Male,0,No,No,14.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.75,712.75,1
+7124-UGSUR,Female,1,Yes,No,61.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.4,6405.0,1
+1862-SKORY,Female,1,Yes,No,40.0,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,39.3,1637.4,1
+5236-XMZJY,Female,0,No,No,42.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),59.65,2536.55,0
+4827-DPADN,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),83.3,6042.7,0
+2694-CIUMO,Female,0,No,No,12.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),79.55,958.25,0
+5846-ABOBJ,Male,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.45,1730.65,0
+1439-LCGVL,Female,0,Yes,No,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.2,459.6,0
+0909-SDHNU,Female,0,No,Yes,7.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.8,201.95,0
+4647-XXZAM,Female,0,Yes,Yes,6.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.5,285.2,0
+1502-XFCVR,Female,0,No,No,58.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.45,6145.85,1
+7740-KKCXF,Male,0,Yes,No,51.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),30.05,1529.45,0
+5360-XGYAZ,Male,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.65,4664.5,0
+9692-TUSXH,Female,0,No,No,18.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.05,1740.7,1
+7912-SYRQT,Female,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.1,552.95,1
+3557-HTYWR,Female,0,No,No,47.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Mailed check,74.05,3496.3,0
+4816-JBHOV,Male,1,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.7,93.7,1
+8920-NAVAY,Male,1,No,No,62.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),110.75,7053.35,0
+1699-TLDLZ,Female,0,Yes,Yes,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,301.55,0
+5600-PDUJF,Male,0,No,No,6.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),49.5,312.7,0
+8292-TYSPY,Male,0,No,No,19.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),55.0,1046.5,1
+0567-XRHCU,Female,0,Yes,Yes,69.0,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),43.95,2960.1,0
+1867-BDVFH,Male,0,Yes,Yes,11.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,834.2,1
+2067-QYTCF,Female,0,Yes,No,64.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.15,6953.4,0
+2359-QWQUL,Female,0,Yes,No,39.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.7,4134.85,1
+9103-TCIHJ,Female,0,No,No,15.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,55.7,899.8,1
+7407-SUJIZ,Male,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,541.5,0
+9150-KPBJQ,Female,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,116.85,0
+0052-DCKON,Male,0,Yes,No,66.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),115.8,7942.15,0
+3654-ARMGP,Female,0,No,No,61.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.65,5321.25,0
+9699-UBQFS,Female,1,Yes,No,43.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.5,4156.8,0
+9367-TCUYN,Female,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,223.6,0
+1261-FWTTE,Male,1,No,No,23.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),34.65,768.45,0
+3528-HFRIQ,Male,1,Yes,No,71.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),52.3,3765.05,0
+0708-SJDIS,Female,0,No,No,34.0,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Mailed check,65.0,2157.5,0
+4140-WJAWW,Female,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.85,108.05,1
+2073-QBVBI,Female,0,Yes,No,41.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,One year,No,Mailed check,35.45,1391.65,0
+6928-ONTRW,Female,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1379.8,0
+3320-VEOYC,Male,1,No,No,14.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.6,1273.3,0
+5231-FIQPA,Female,0,No,No,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,810.45,0
+6617-WLBQC,Female,0,Yes,Yes,23.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,One year,No,Credit card (automatic),81.85,1810.85,0
+2599-CIPQE,Male,0,Yes,Yes,71.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),109.3,7782.85,0
+6653-CBBOM,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,1
+8774-GSBUN,Male,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,1797.1,0
+7326-RIGQZ,Male,0,Yes,Yes,6.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,377.85,0
+1401-FTHFQ,Male,0,Yes,Yes,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.0,445.3,0
+3247-ZVOUO,Male,1,Yes,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.55,851.75,1
+0254-FNMCI,Female,0,No,No,72.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.9,7624.2,0
+1848-LBZHY,Female,0,Yes,No,7.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.3,355.1,0
+6101-IMRMM,Male,0,No,Yes,6.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,94.5,575.45,1
+8118-TJAFG,Male,0,Yes,Yes,9.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.5,906.85,0
+5429-LWCMV,Female,0,No,No,12.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.15,1057.55,0
+7298-IZWLY,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,19.4,0
+9758-MFWGD,Female,1,Yes,Yes,48.0,No,No phone service,DSL,No,Yes,No,No,No,No,One year,No,Bank transfer (automatic),29.9,1388.75,0
+3955-JBZZM,Male,0,No,No,20.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.8,1641.3,0
+1268-ASBGA,Female,1,Yes,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.35,1375.15,1
+8943-URTMR,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,79.65,152.7,1
+4815-TUMEQ,Female,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.3,185.2,0
+4713-LZDRV,Female,1,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.6,195.05,1
+9909-IDLEK,Male,0,Yes,Yes,20.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,96.8,1826.7,0
+4092-OFQZS,Male,0,Yes,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,417.5,0
+1561-BWHIN,Male,0,Yes,Yes,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,344.5,0
+4325-NFSKC,Male,1,No,No,19.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.6,1660.0,1
+9927-DSWDF,Male,0,Yes,No,22.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.6,2180.55,0
+9500-LTVBP,Female,0,No,No,35.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),80.05,2835.9,0
+7252-NTGSS,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.15,45.15,0
+8149-AIQCG,Male,0,No,No,39.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.15,2730.85,0
+1360-JYXKQ,Female,1,Yes,No,54.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,99.1,5437.1,0
+2955-PSXOE,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.2,20.2,1
+7762-URZQH,Male,0,Yes,No,66.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),106.05,6981.35,1
+0899-WZRSD,Male,0,No,No,56.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,105.35,5794.45,0
+3255-GRXMG,Male,0,No,Yes,18.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),45.65,747.2,0
+4828-FAZPK,Female,0,Yes,Yes,16.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),79.95,1267.95,0
+6094-ZIVKX,Female,0,No,No,68.0,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),54.45,3674.95,0
+6925-BAYGL,Female,1,Yes,No,53.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.1,1275.6,0
+3262-EIDHV,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.7,5893.9,0
+7354-OIJLX,Male,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.85,724.65,0
+1376-HHBDV,Female,0,No,No,30.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.8,1536.75,0
+6907-NZZIJ,Female,0,No,No,36.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.15,3615.6,1
+6133-OZILE,Female,0,No,No,18.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,35.2,607.3,0
+4135-FRWKJ,Female,1,Yes,Yes,55.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Electronic check,76.25,4154.55,0
+2911-UREFD,Female,0,Yes,No,39.0,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,55.9,2184.35,1
+3744-ZRRDZ,Male,0,No,No,21.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,82.35,1852.85,1
+5673-TIYIB,Male,0,No,No,2.0,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),40.4,77.15,1
+6551-ZCOTS,Male,1,No,No,33.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.9,847.8,0
+7191-ADRGF,Male,0,Yes,No,44.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),54.3,2390.45,0
+5018-LXQQG,Female,0,Yes,Yes,30.0,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),66.3,1923.5,0
+6892-BOGQE,Female,0,Yes,No,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.9,1493.2,0
+1602-IJQQE,Female,0,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.35,338.1,1
+4628-WQCQQ,Male,0,No,Yes,35.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,85.15,3030.6,1
+1746-TGTWV,Male,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),75.35,75.35,0
+5995-SNNEW,Male,1,Yes,No,23.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.45,2184.85,0
+8050-WYBND,Female,0,No,Yes,22.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),49.45,1031.4,0
+2821-WARNZ,Female,0,No,Yes,49.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.45,921.3,0
+4879-GZLFH,Female,0,Yes,Yes,42.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.15,3875.4,0
+1644-IRKSF,Female,0,Yes,Yes,33.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,93.8,3124.5,1
+8314-HTWVE,Female,0,Yes,Yes,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,144.15,0
+9402-ROUMJ,Female,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),100.25,6689.0,0
+2507-QZPQS,Male,0,No,No,15.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,No,Electronic check,95.7,1451.1,0
+7159-NOKYQ,Male,0,Yes,No,67.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,Yes,Electronic check,93.15,6368.2,0
+5707-ZMDJP,Male,0,Yes,Yes,53.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Mailed check,69.7,3729.6,0
+8779-YIQQA,Male,0,Yes,Yes,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,350.1,0
+7136-IHZJA,Female,0,Yes,Yes,40.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,71.35,2847.2,0
+8966-OIQHG,Female,0,Yes,Yes,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.75,452.35,0
+7074-STDCN,Male,0,No,No,39.0,No,No phone service,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,40.6,1494.5,0
+3705-PSNGL,Male,0,No,No,45.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.4,930.45,1
+8739-QOTTN,Female,0,Yes,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,41.85,0
+1399-OUPJN,Female,0,Yes,Yes,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1272.05,0
+0277-BKSQP,Male,0,Yes,Yes,8.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,54.4,475.1,0
+6502-HCJTI,Male,1,Yes,No,7.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.7,673.1,1
+2606-RMDHZ,Male,0,No,No,6.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),30.5,208.7,1
+5774-XZTQC,Female,0,Yes,Yes,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,150.75,0
+2676-SSLTO,Male,0,No,No,49.0,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),66.15,3199.0,0
+6266-QHOJZ,Female,0,No,No,65.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,Yes,Electronic check,89.85,5844.65,0
+7269-JISCY,Female,0,No,No,55.0,Yes,No,DSL,No,No,No,No,No,No,One year,No,Bank transfer (automatic),45.05,2462.6,0
+0363-SVHYR,Male,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.85,6263.8,0
+8547-NSBBO,Male,0,No,No,35.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,96.75,3403.4,0
+8258-GSTJK,Male,1,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,77.0,237.75,1
+6861-OKBCE,Female,0,No,Yes,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.1,221.35,1
+9940-RHLFB,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,75.3,75.3,1
+6591-QGOYB,Male,0,No,No,17.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),106.65,1672.1,0
+9070-BCKQP,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.15,7881.2,0
+6421-SZVEM,Female,0,Yes,Yes,28.0,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,One year,Yes,Bank transfer (automatic),82.85,2320.8,0
+1328-EUZHC,Female,0,Yes,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,370.5,0
+2995-UPRYS,Female,1,Yes,No,40.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),99.2,4062.2,1
+8878-RYUKI,Female,0,No,No,52.0,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,59.45,3043.7,0
+9633-DENPU,Female,0,Yes,No,47.0,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),58.6,2723.4,0
+7811-JIVPF,Female,0,No,No,23.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),49.7,1081.25,0
+7113-HIPFI,Male,0,Yes,Yes,66.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,65.85,4097.05,0
+8541-QVFKM,Female,0,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.5,632.2,0
+6686-YPGHK,Male,1,No,No,47.0,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Mailed check,85.5,4042.3,1
+1383-EZRWL,Female,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,164.85,1
+9258-CNWAC,Female,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),113.65,8166.8,0
+5371-VYLSX,Female,1,No,No,50.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,83.4,4113.7,0
+6374-AFWOX,Male,0,Yes,No,46.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,65.65,3047.15,0
+4759-TRPLW,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.4,70.4,1
+5317-FLPJF,Female,0,No,No,66.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),61.35,4193.4,0
+7621-VPNET,Female,0,Yes,No,42.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),85.9,3729.75,0
+6034-YMTOB,Female,0,No,No,5.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,75.65,399.45,0
+8563-IIOXK,Male,0,Yes,Yes,7.0,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Electronic check,49.75,331.3,1
+4903-CNOZC,Male,0,No,No,29.0,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),70.9,1964.6,0
+4353-HYOJD,Female,0,Yes,Yes,27.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.85,1336.15,0
+8020-BWHYL,Female,1,No,No,15.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.3,1147.45,1
+7267-FRMJW,Female,0,Yes,Yes,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,486.05,0
+2982-VPSGI,Female,0,Yes,No,11.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.0,1078.9,1
+4188-FRABG,Male,0,Yes,No,57.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,103.05,5925.75,0
+8199-ZLLSA,Male,0,No,No,67.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),118.35,7804.15,1
+4128-ETESU,Female,1,Yes,No,47.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,99.7,4747.2,0
+0620-DLSLK,Female,0,No,No,13.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,81.9,1028.9,0
+4625-EWPTF,Male,0,No,No,8.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,30.45,226.45,1
+5980-NOPLP,Female,0,Yes,No,44.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.1,4364.1,1
+3850-OKINF,Male,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,Yes,Electronic check,66.2,4692.55,0
+6892-XPFPU,Male,1,Yes,No,24.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.25,2433.9,1
+8010-EZLOU,Male,1,No,No,15.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.2,1217.25,1
+1156-ZFYDO,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,19.75,0
+3295-YVUSR,Male,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,72.6,154.3,0
+8016-NCFVO,Male,1,No,No,55.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,116.5,6382.55,0
+4119-ZYPZY,Male,1,No,No,71.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,106.8,7623.2,0
+5549-ZGHFB,Male,0,Yes,Yes,50.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.95,1261.45,0
+7577-SWIFR,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.25,89.25,0
+0303-WMMRN,Male,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.25,86.05,0
+6408-OTUBZ,Female,0,No,No,66.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),104.55,6779.05,0
+5204-HMGYF,Female,0,Yes,Yes,49.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,87.2,4345.0,0
+1078-TDCRN,Female,1,Yes,No,3.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.75,82.85,0
+3727-OVPRY,Male,0,Yes,Yes,66.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),25.7,1714.55,0
+3797-FKOGQ,Male,0,No,Yes,11.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,86.2,893.2,0
+7622-NXQZR,Male,0,No,No,28.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),30.1,810.85,0
+6196-HBOBZ,Male,0,Yes,No,65.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Electronic check,99.35,6347.55,0
+3970-XGJDU,Female,0,No,No,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.2,1123.65,0
+7017-VFULY,Female,0,Yes,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.1,43.15,0
+5562-YJQGT,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,35.1,0
+8807-OPMBM,Female,0,Yes,Yes,55.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.65,1388.0,0
+5439-WIKXB,Male,1,Yes,No,41.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.55,3851.45,0
+9874-QLCLH,Female,0,Yes,Yes,17.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.2,1743.5,1
+8294-UIMBA,Female,0,No,No,30.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),94.4,2638.1,0
+8109-YUOHE,Male,0,No,No,17.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,56.1,946.95,0
+5840-NVDCG,Female,0,Yes,Yes,16.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),68.25,1114.85,0
+8092-NLTGF,Male,0,No,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1777.6,0
+5928-QLDHB,Male,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.25,684.85,0
+9840-EFJQB,Female,0,No,No,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,74.35,74.35,0
+0696-UKTOX,Male,0,No,Yes,23.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,54.15,1312.45,0
+4801-KFYKL,Male,0,No,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.45,159.2,0
+3472-OAOOR,Male,0,Yes,Yes,19.0,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,34.95,610.2,0
+6135-OZQVA,Female,0,No,No,7.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,53.65,404.35,0
+8062-YBDOE,Male,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,1
+2252-JHJGE,Male,0,No,No,61.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,No,Electronic check,104.0,6363.45,0
+4188-PCPIG,Female,0,Yes,No,57.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),70.35,4124.65,0
+6000-APYLU,Male,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.8,713.1,1
+7105-BENQF,Male,0,No,Yes,15.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,No,Mailed check,64.85,950.75,0
+7721-DVEKZ,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,0
+3566-VVORZ,Female,0,Yes,No,12.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.9,505.95,0
+9507-HSMMZ,Male,0,No,No,54.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.0,1149.65,0
+2480-SQIOB,Male,0,Yes,Yes,4.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.8,169.65,0
+0947-IDHRQ,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,80.3,526.7,1
+7813-TKCVO,Female,0,Yes,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,393.15,0
+0128-MKWSG,Female,0,No,Yes,26.0,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,45.8,1147.0,0
+3672-YITQD,Male,1,Yes,No,36.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.1,3021.6,1
+4350-ZTLPI,Female,0,Yes,No,53.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),108.95,5718.2,0
+9048-JVYVF,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,69.35,191.35,1
+0361-HJRDX,Female,0,No,No,68.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),64.35,4539.6,0
+5727-MYATE,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.8,6397.6,0
+3823-KYNQY,Male,0,No,No,12.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.95,280.4,0
+8988-ECPJR,Female,1,Yes,Yes,34.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,79.6,2718.3,1
+7570-WELNY,Female,0,Yes,No,68.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Two year,Yes,Bank transfer (automatic),84.7,5711.05,0
+3021-VLNRJ,Female,0,No,Yes,50.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),70.8,3478.15,0
+3776-EKTKM,Female,1,No,No,1.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,36.45,36.45,1
+2080-CAZNM,Female,1,No,No,41.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,4133.95,0
+1028-FFNJK,Male,1,Yes,No,30.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.5,2917.65,0
+6907-FLBER,Male,0,No,No,1.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.3,54.3,0
+3001-UNBTL,Male,1,Yes,Yes,29.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.95,2964.8,0
+5982-PSMKW,Female,0,Yes,Yes,23.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),91.1,2198.3,0
+3507-GASNP,Male,0,No,Yes,60.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,1189.9,0
+7096-ZNBZI,Female,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26.45,1914.5,0
+1902-XBTFB,Male,0,No,Yes,22.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.4,2001.5,1
+1676-MQAOA,Male,0,No,No,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),75.1,5336.35,0
+0786-IVLAW,Female,1,No,No,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),108.1,7238.6,0
+7566-DSRLQ,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.15,7998.8,0
+0643-OKLRP,Female,1,Yes,No,47.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,80.35,3825.85,1
+7245-JMTTQ,Female,0,No,No,51.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.5,5703.25,0
+6050-IJRHS,Female,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.5,7397.0,0
+6202-JVYEU,Male,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.9,164.6,0
+8591-TKMZH,Male,0,Yes,Yes,59.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,111.1,6555.2,0
+0734-OXWBT,Male,0,No,Yes,3.0,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Mailed check,70.7,225.65,0
+4282-ACRXS,Male,1,Yes,No,38.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.85,955.75,0
+0365-TRTPY,Female,0,No,No,37.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),91.2,3382.3,0
+7349-ALMUX,Male,0,No,No,37.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),65.6,2313.8,0
+9381-NDKME,Female,1,Yes,No,24.0,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),40.65,933.3,1
+6502-KUGLL,Female,0,Yes,Yes,14.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),59.45,780.85,0
+1841-YSJGV,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.95,7852.4,0
+2794-XIMMO,Male,0,Yes,No,53.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,60.45,3184.25,1
+8382-SHQEH,Female,0,Yes,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.9,764.95,1
+3511-BFTJW,Male,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Credit card (automatic),38.5,2763.0,0
+7668-XCFYV,Female,1,Yes,No,17.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.55,1614.7,0
+2983-ZANRP,Female,0,Yes,Yes,2.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),73.55,145.4,1
+7845-URHJN,Female,0,Yes,No,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,156.25,1
+3034-ZBEQN,Female,0,Yes,No,48.0,No,No phone service,DSL,No,Yes,Yes,No,No,No,One year,No,Mailed check,34.7,1604.5,1
+5018-HEKFO,Female,0,No,No,10.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.5,270.15,0
+3976-NLDEZ,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,20.6,0
+2282-YGNOR,Female,0,No,No,29.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,No,Credit card (automatic),58.0,1734.5,0
+5336-UFNZP,Female,1,Yes,Yes,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.45,7047.5,0
+6854-EXGSF,Female,0,No,No,8.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),65.5,573.15,0
+1241-EZFMJ,Male,0,Yes,No,61.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.45,1538.6,0
+9233-PSYHO,Female,1,No,No,45.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),100.15,4459.8,0
+5376-PCKNB,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.45,7459.0,0
+8044-BGWPI,Male,0,Yes,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.15,306.05,0
+4060-LDNLU,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,96.2,639.7,0
+3589-PPVKW,Male,0,No,No,9.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.4,348.15,0
+8327-LZKAS,Female,1,Yes,No,43.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,107.55,4533.9,1
+5887-IKKYO,Male,0,Yes,Yes,58.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),94.35,5563.65,0
+1075-BGWOH,Male,1,Yes,No,16.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.75,1587.55,1
+1755-RMCXH,Male,0,Yes,Yes,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,40.25,0
+0302-JOIVN,Female,0,Yes,No,8.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.15,842.9,1
+3858-XHYJO,Female,0,Yes,No,40.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),105.75,4228.55,0
+4299-SIMNS,Male,0,No,No,9.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,81.15,784.45,0
+7025-IWFHT,Male,0,No,No,41.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,89.55,3729.75,0
+6261-LHRTG,Female,0,No,No,26.0,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),54.75,1406.9,0
+7841-FCRQD,Female,0,Yes,No,33.0,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),53.75,1857.3,0
+2056-EVGZL,Male,0,Yes,Yes,68.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),105.75,7322.5,0
+8777-MBMTS,Female,1,Yes,No,65.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),105.85,6725.5,0
+7753-USQYQ,Male,0,No,No,55.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Electronic check,64.2,3627.3,0
+5366-IJEQJ,Male,0,No,No,20.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,88.7,1761.45,1
+7661-CPURM,Male,0,No,No,19.0,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),87.7,1725.95,0
+6233-HXJMX,Female,0,No,No,45.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),89.3,4192.15,0
+5902-WBLSE,Female,0,Yes,Yes,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.15,1411.2,0
+1981-INRFU,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.75,164.5,1
+4971-PUYQO,Female,0,No,No,27.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,94.55,2724.6,1
+3239-TPHPZ,Female,0,Yes,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,20.05,264.55,0
+5115-GZDEL,Male,0,No,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),67.2,4671.7,0
+3338-CVVEH,Male,0,No,No,12.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.55,1173.55,0
+8485-GJCDN,Female,1,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.05,318.5,1
+2615-YVMYX,Male,1,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,107.5,7713.55,0
+2851-STERV,Male,1,No,No,35.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,73.0,2471.25,0
+4393-GEADV,Male,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),114.75,7842.3,0
+8486-AYEQH,Female,0,No,No,31.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.05,2227.8,0
+1527-SXDPN,Male,0,Yes,Yes,52.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),96.25,4990.25,1
+6029-WTIPC,Male,1,No,No,37.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.1,3744.05,1
+8634-CILSZ,Male,0,No,No,69.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.7,7220.35,1
+5419-JKZNQ,Male,1,Yes,No,30.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,77.9,2351.45,0
+2495-KZNFB,Female,0,No,No,33.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.65,2989.6,0
+1409-PHXTF,Male,1,Yes,No,54.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.45,6077.75,0
+4560-WQAQW,Female,0,No,No,59.0,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,No,Bank transfer (automatic),68.7,4070.95,0
+9591-YVTEB,Male,1,No,No,55.0,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,44.85,2479.05,0
+9309-BZGNT,Male,1,Yes,No,69.0,No,No phone service,DSL,No,No,Yes,No,No,No,One year,Yes,Credit card (automatic),29.8,2134.3,0
+4274-DRSQT,Female,0,No,No,66.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),88.9,6000.1,0
+2027-DNKIV,Male,0,Yes,Yes,37.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Mailed check,58.75,2203.1,0
+8075-GXIUB,Male,1,Yes,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.85,183.15,0
+2885-HIJDH,Male,0,Yes,Yes,69.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.9,6194.1,0
+5424-RLQLC,Male,0,No,No,10.0,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,59.65,638.95,0
+6682-QJDGB,Male,0,No,Yes,40.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,55.25,2139.2,1
+6507-DTJZV,Male,0,No,Yes,13.0,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),66.4,831.75,0
+8780-IXSTS,Female,0,No,No,6.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.1,521.3,1
+7673-BQGKU,Female,0,Yes,Yes,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.15,1337.5,0
+6723-WSNTY,Female,1,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),108.1,7181.95,0
+9530-EHPOH,Male,0,No,No,11.0,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,53.75,608.0,1
+2725-IWWBA,Male,0,Yes,Yes,46.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,No,Mailed check,56.9,2560.1,0
+0345-HKJVM,Female,0,No,No,6.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.3,577.6,1
+1061-PNTHC,Female,0,Yes,Yes,56.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,109.6,5953.0,0
+0394-YONDK,Male,0,Yes,Yes,70.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,1790.15,0
+6574-MCOEH,Female,0,Yes,Yes,33.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,79.15,2531.4,0
+7399-QHBJS,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Credit card (automatic),66.75,4760.3,0
+3049-SOLAY,Female,0,Yes,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.2,292.85,1
+0997-YTLNY,Female,0,No,Yes,19.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,48.8,953.65,0
+3317-HRTNN,Female,1,No,No,5.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,45.7,198.0,1
+9479-HYNYL,Female,0,Yes,No,71.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),80.7,5705.05,0
+3235-ETOOB,Male,0,Yes,No,8.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,609.9,1
+9708-KFDBY,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.55,20.55,0
+8058-INTPH,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.65,79.65,1
+3642-GKTCT,Female,0,No,No,61.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,115.1,6993.65,0
+0774-RMNUW,Female,0,Yes,Yes,71.0,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),59.7,4122.65,0
+1334-PDUKM,Female,0,Yes,No,68.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Credit card (automatic),86.45,5762.95,0
+0756-MPZRL,Male,0,No,No,46.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,No,Credit card (automatic),33.7,1537.85,0
+2242-MFOTG,Male,0,No,No,33.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,One year,No,Bank transfer (automatic),80.1,2603.3,0
+2927-CVULT,Female,0,Yes,Yes,53.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),104.05,5566.4,0
+2144-BFDSO,Female,1,Yes,No,50.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),108.75,5431.9,0
+8745-PVESG,Female,0,No,No,57.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),41.1,2258.25,0
+7647-GYYKX,Female,0,Yes,Yes,54.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.35,1092.35,0
+5647-FXOTP,Female,1,Yes,No,60.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.9,6401.25,0
+5569-OUICF,Female,1,Yes,No,28.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),101.3,2812.2,1
+8821-XNHVZ,Female,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,80.05,80.05,1
+2082-OJVTK,Male,0,Yes,Yes,29.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.2,2698.35,1
+9700-ISPUP,Female,0,Yes,Yes,10.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,65.5,616.9,0
+9839-ETQOE,Male,0,No,Yes,43.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,40.45,1912.85,0
+6078-VESFR,Male,1,Yes,No,13.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.45,849.1,0
+9027-TMATR,Female,0,Yes,No,43.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,78.8,3460.3,0
+5940-NFXKV,Male,0,Yes,Yes,19.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.65,1465.75,1
+1941-HOSAM,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.1,90.1,0
+9110-HSGTV,Female,0,No,No,69.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),82.45,5555.3,0
+0704-VCUMB,Female,0,Yes,No,61.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,1278.8,0
+6171-ZTVYB,Male,0,Yes,No,43.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),66.25,2907.35,0
+8053-WWDRO,Female,0,Yes,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,146.3,1
+9564-KCLHR,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,51.25,51.25,1
+1935-IMVBB,Male,0,Yes,No,56.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,89.7,4952.95,0
+2535-PBCGC,Female,0,Yes,No,70.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),64.55,4504.9,0
+2082-CEFLT,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.6,45.6,1
+1470-PSXNM,Male,0,Yes,Yes,49.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,93.65,4520.15,0
+1213-NGCUN,Female,0,No,No,6.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),49.65,267.35,1
+2498-XLDZR,Female,0,Yes,Yes,32.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Mailed check,73.6,2316.85,0
+9866-OCCKE,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,109.75,8075.35,0
+5338-YHWYT,Male,0,No,Yes,37.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Credit card (automatic),61.45,2302.35,0
+7718-UPSKJ,Female,0,Yes,No,69.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),106.4,7251.9,0
+8731-WBBMB,Female,0,Yes,No,26.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),81.9,2078.55,0
+1448-CYWKC,Female,0,Yes,Yes,58.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),105.2,6225.4,0
+7901-IIDQV,Male,0,No,No,24.0,Yes,Yes,DSL,No,No,No,Yes,No,No,One year,No,Bank transfer (automatic),54.6,1242.25,0
+2690-DVRVK,Male,0,Yes,Yes,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.55,99.45,0
+5688-KZTSN,Male,0,Yes,Yes,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.0,288.05,1
+1270-XKUCC,Female,0,Yes,Yes,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,599.25,0
+0334-ZFJSR,Female,0,Yes,No,55.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),66.05,3462.1,0
+2894-QOJRX,Female,0,Yes,No,25.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),34.0,853.0,1
+5747-PMBSQ,Male,1,Yes,No,10.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,92.5,934.1,1
+5583-EJXRD,Male,0,Yes,Yes,44.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),54.05,2375.2,0
+4565-EVZMJ,Female,0,No,No,47.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,58.9,2813.05,0
+3143-JQEGI,Female,0,Yes,Yes,13.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,88.35,1222.8,1
+6386-SZZKH,Female,0,Yes,Yes,49.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.95,5293.2,1
+3327-YBAKM,Female,0,Yes,No,64.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,96.9,6314.35,0
+9441-QHEVC,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.1,19.1,0
+6705-LNMDD,Male,0,No,No,20.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,50.0,1003.05,0
+2580-ASVVY,Female,0,Yes,No,37.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,No,Electronic check,45.4,1593.1,0
+3370-GQEAL,Male,0,Yes,Yes,30.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,85.45,2509.95,0
+5032-USPKF,Female,0,No,No,38.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),84.1,3187.65,0
+2982-IHMFT,Female,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.45,74.45,1
+3521-SYVOR,Female,0,No,No,37.0,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,64.75,2345.2,1
+4254-QPEDE,Female,0,Yes,No,52.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),66.25,3330.1,0
+6283-GITPX,Male,0,No,Yes,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),76.9,5522.7,0
+9526-JAWYF,Male,0,No,No,26.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Electronic check,89.8,2335.3,1
+0771-CHWSK,Male,0,No,No,66.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),74.6,4798.4,0
+9788-HNGUT,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.95,8594.4,0
+9495-REDIY,Male,0,No,Yes,25.0,No,No phone service,DSL,Yes,No,No,No,Yes,No,One year,Yes,Credit card (automatic),40.65,970.55,0
+5375-XLDOF,Male,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.35,7665.8,0
+1172-VIYBP,Male,0,Yes,Yes,53.0,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Two year,No,Bank transfer (automatic),69.7,3686.05,0
+5649-VUKMC,Female,0,No,No,12.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Mailed check,95.5,1115.15,1
+6559-PDZLR,Male,0,No,No,26.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.65,2537.0,0
+8992-OBVDG,Male,0,No,No,21.0,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,61.65,1393.6,0
+4273-MBHYA,Female,0,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.35,89.35,0
+4724-WXVWF,Male,0,No,No,48.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,95.4,4445.3,0
+5701-GUXDC,Female,0,Yes,No,26.0,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),35.4,978.6,0
+1460-UZPRJ,Male,0,Yes,No,60.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,1258.15,0
+6082-GLJIX,Male,0,No,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,331.35,0
+5143-EGQFK,Female,1,No,No,10.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.65,291.4,1
+4919-IKATY,Male,0,Yes,Yes,5.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.5,453.75,1
+2495-TTHBQ,Female,0,No,Yes,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.4,84.75,0
+0485-ZBSLN,Male,0,Yes,Yes,65.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,1715.1,0
+3810-PJUHR,Male,0,Yes,Yes,70.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.35,1715.15,0
+9050-QLROH,Male,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.7,1597.25,1
+0847-HGRML,Male,0,No,Yes,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.0,1250.1,0
+8232-CTLKO,Female,0,Yes,Yes,66.0,Yes,No,DSL,Yes,No,No,No,Yes,No,Two year,Yes,Electronic check,59.75,3996.8,0
+9227-YBAXE,Female,0,Yes,Yes,65.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),82.5,5215.1,0
+6168-WFVVF,Female,1,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,235.5,1
+9860-LISIZ,Female,0,No,No,34.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,673.2,0
+0112-QAWRZ,Male,0,Yes,Yes,16.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),90.8,1442.2,0
+0877-SDMBN,Female,0,No,No,54.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.95,5639.05,1
+2786-GCDPI,Female,1,No,No,50.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.95,5222.35,0
+4043-MKDTV,Male,0,Yes,No,71.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,105.25,7291.75,0
+8065-YKXKD,Female,0,No,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.75,799.65,1
+9637-EIHEQ,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,50.8,50.8,1
+9229-RQABD,Male,0,No,No,18.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,23.75,424.5,0
+8313-KTIHG,Male,0,No,No,4.0,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,61.3,249.4,0
+5320-BRKGK,Female,0,Yes,Yes,58.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Mailed check,75.8,4415.75,0
+6284-KMNUF,Female,0,Yes,No,56.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,98.0,5270.6,0
+9689-PTNPG,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.25,144.55,1
+9465-RWMXL,Male,0,Yes,No,32.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.9,2447.95,1
+6229-UOLQL,Male,0,Yes,Yes,56.0,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Mailed check,52.0,2884.9,0
+2362-IBOOY,Male,0,No,No,36.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.75,3050.15,1
+3137-LUPIX,Female,0,No,No,4.0,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,64.4,253.0,0
+0843-WTBXE,Male,0,No,No,53.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),85.45,4517.25,1
+6143-JQKEA,Male,0,No,No,10.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),45.8,436.2,0
+8676-OOQEJ,Male,0,No,No,4.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,30.5,118.4,0
+5515-IDEJJ,Male,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,1
+9701-CDXHR,Female,0,Yes,No,51.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.15,3649.6,0
+7450-NWRTR,Male,1,No,No,12.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.45,1200.15,1
+8124-NZVGJ,Female,0,No,No,6.0,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,49.25,255.6,0
+2162-FRZAA,Male,0,Yes,Yes,63.0,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),39.35,2395.05,0
+5376-DEQCP,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.6,70.6,1
+5118-MUEYH,Female,0,Yes,No,48.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.1,5083.55,0
+9095-HFAFX,Female,0,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),81.0,389.6,1
+5627-TVBPP,Female,0,No,Yes,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.1,644.5,0
+2379-ENZGV,Male,0,No,No,6.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.85,523.5,1
+3936-QQFLL,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,39.3,0
+2589-AYCRP,Female,0,No,No,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.75,989.05,0
+4067-HLYQI,Female,0,No,No,33.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.4,2406.1,0
+5124-EOGYE,Male,0,No,No,31.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,638.55,0
+5057-RKGLH,Female,0,Yes,Yes,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,191.1,0
+0292-WEGCH,Female,0,Yes,Yes,54.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,86.2,4524.05,0
+8910-ICHIU,Female,0,No,No,46.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),95.65,4664.2,0
+4097-YODCF,Male,0,No,Yes,34.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,103.8,3470.8,0
+9715-WZCLW,Male,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,Yes,Electronic check,97.2,6910.3,0
+9786-YWNHU,Female,0,Yes,Yes,63.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,63.55,4014.2,0
+6407-GSJNL,Female,0,No,No,51.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.95,1288.0,0
+6005-OBZPH,Female,1,No,No,26.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.15,2277.65,1
+4049-ZPALD,Female,0,Yes,No,64.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),99.0,6375.8,0
+7932-WPTDS,Female,1,Yes,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.8,24.8,1
+3733-UOCWF,Male,1,Yes,No,61.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),85.55,5251.75,0
+6833-JMZYP,Female,0,No,No,15.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.0,1505.45,0
+2722-VOJQL,Male,0,No,No,64.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.65,6903.1,1
+1310-QRITU,Female,0,No,No,18.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.3,913.3,0
+8961-QDZZJ,Female,0,Yes,Yes,57.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,95.0,5535.8,0
+9715-SBVSU,Male,0,Yes,Yes,14.0,Yes,No,DSL,Yes,Yes,No,No,No,Yes,Two year,Yes,Bank transfer (automatic),61.4,815.55,0
+8490-BXHEO,Male,1,No,No,18.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.55,1411.65,0
+7173-TETGO,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),78.5,5602.25,0
+7929-SKFGK,Male,0,Yes,No,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),114.3,8244.3,0
+2300-RQGOI,Female,0,No,No,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,741.5,0
+3563-SVYLG,Male,0,Yes,Yes,68.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),62.65,4375.8,0
+5228-EXCET,Male,0,No,No,13.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.85,1008.7,1
+6435-VWCCY,Male,1,Yes,No,65.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Two year,Yes,Credit card (automatic),92.7,5968.4,0
+4998-IKFSE,Female,0,No,No,30.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,100.45,3096.9,0
+8630-QSGXK,Male,0,Yes,No,51.0,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),75.2,3901.25,0
+2455-USLMV,Female,0,No,No,31.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.75,2613.4,0
+7394-FKDNK,Female,0,Yes,No,9.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.45,853.1,1
+9488-FVZCC,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),79.5,5661.7,0
+6331-LWDTQ,Male,0,No,No,10.0,Yes,Yes,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),72.15,794.25,1
+5995-WWKKG,Female,0,No,No,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.8,695.05,0
+1597-FZREH,Female,0,No,No,2.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,76.4,160.8,1
+7879-CGSFV,Male,0,No,No,55.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,100.9,5552.05,0
+9921-EZKBY,Male,0,No,Yes,33.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.3,3275.15,0
+7432-FFVAR,Female,0,Yes,Yes,46.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),90.95,4236.6,0
+7246-ZGQDF,Female,0,No,Yes,1.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.5,54.5,0
+7000-WCEVQ,Female,1,No,No,20.0,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,61.6,1174.35,1
+0727-IWKVK,Male,0,Yes,No,9.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.9,741.7,1
+5959-BELXA,Male,1,No,No,32.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),96.15,3019.25,1
+4456-RHSNB,Female,0,Yes,Yes,19.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.6,962.9,0
+3512-IZIKN,Female,0,Yes,No,70.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),65.3,4759.75,1
+2481-SBOYW,Female,0,No,Yes,61.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.0,1498.35,0
+7109-MFBYV,Male,0,No,No,26.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.45,1233.15,0
+1833-TCXKK,Male,0,Yes,No,45.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),107.75,4882.8,0
+1832-PEUTS,Male,0,Yes,Yes,62.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),89.1,5411.65,0
+6141-OOXUQ,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,1
+8660-BUETV,Female,0,No,No,3.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.75,148.05,0
+0580-PIQHM,Female,0,Yes,Yes,41.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),101.6,3930.55,0
+5696-CEIQJ,Male,0,Yes,Yes,67.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),103.15,6895.5,0
+7503-ZGUZJ,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,84.65,84.65,1
+1696-HXOWK,Female,0,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,No,Mailed check,95.65,6856.95,0
+3026-ATZYV,Female,0,Yes,Yes,37.0,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),75.1,2658.8,0
+4012-YCFAI,Male,0,Yes,No,60.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,61.35,3766.2,0
+2506-TNFCO,Female,1,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,69.55,1
+9970-QBCDA,Female,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,129.55,0
+8718-PTMEZ,Female,0,No,No,13.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,31.05,347.25,1
+9496-IVVRP,Female,0,Yes,Yes,11.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),51.0,581.7,0
+2207-OBZNX,Male,0,No,No,7.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,51.0,354.05,1
+2657-VPXTA,Female,0,Yes,Yes,10.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,88.85,929.45,0
+6551-VLJMV,Male,0,Yes,No,34.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,679.0,0
+1221-GHZEP,Female,0,No,No,62.0,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Two year,Yes,Mailed check,65.1,3846.75,0
+9289-LBQVU,Male,0,Yes,No,64.0,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,70.15,4480.7,0
+6142-VSJQO,Female,0,Yes,Yes,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.35,44.35,1
+3458-IDMFK,Male,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.75,499.4,0
+6933-FHBZC,Female,0,No,No,26.0,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,Yes,Mailed check,56.05,1553.2,0
+0221-NAUXK,Male,0,No,Yes,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.95,219.5,0
+9770-KXGQU,Female,0,No,No,53.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,No,Mailed check,98.6,5311.85,0
+6437-UKHMV,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.7,586.05,1
+6538-POCHL,Male,0,No,No,33.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),79.0,2576.8,0
+6726-NNFWD,Female,1,Yes,No,71.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,No,Credit card (automatic),89.45,6435.25,0
+3002-WQZWT,Female,0,No,No,29.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.2,1993.25,0
+4277-UDIEF,Male,0,Yes,Yes,24.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),81.0,1923.85,0
+1208-NBVFH,Male,0,Yes,Yes,20.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,49.6,939.8,0
+4912-PIGUY,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.6,84.6,0
+1114-CENIM,Male,0,No,Yes,54.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),55.0,3092.65,1
+6060-DRTNL,Female,1,No,No,5.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,84.85,415.55,1
+2725-TTRIQ,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.2,5986.55,0
+3374-TTZTK,Male,0,Yes,No,52.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,106.3,5487.0,0
+8990-ZXLSU,Female,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.05,651.5,0
+2275-RBYQS,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.4,45.4,0
+8473-VUVJN,Male,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.65,73.65,1
+6289-CPNLD,Male,0,Yes,Yes,33.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,73.9,2405.05,1
+5536-SLHPM,Female,0,Yes,No,55.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,77.75,4458.15,1
+4419-UJMUS,Male,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,99.35,6856.45,0
+7794-JASDG,Male,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.75,50.75,0
+7609-YBPXG,Male,0,No,No,54.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),87.1,4735.2,0
+5519-TEEUH,Male,0,No,Yes,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.15,682.15,0
+7856-GANIL,Male,1,Yes,No,45.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),98.7,4525.8,0
+0804-XBFBV,Female,0,No,Yes,11.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.2,321.05,0
+2676-OXPPQ,Male,0,No,No,6.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.7,335.65,0
+3703-TTEPD,Male,0,No,No,21.0,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),65.35,1424.4,0
+2799-TSLAG,Female,0,Yes,Yes,65.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.3,1748.55,0
+0196-VULGZ,Female,1,Yes,No,6.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.35,474.9,1
+8837-VVWLQ,Female,0,No,No,8.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.95,668.4,1
+2696-NARTR,Male,0,No,No,11.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,73.85,926.25,1
+2208-NKVVH,Male,0,Yes,Yes,43.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.25,1077.95,0
+7614-QVWQL,Male,0,Yes,Yes,49.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),51.8,2541.25,1
+1976-CFOCS,Female,1,Yes,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.0,46.0,1
+4631-OACRM,Male,1,No,No,15.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.4,1156.1,1
+7139-JZFVG,Male,0,Yes,Yes,60.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),60.5,3694.45,0
+4987-GQWPO,Male,0,No,No,17.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),25.1,382.8,0
+3755-JBMNH,Male,1,Yes,No,16.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),71.8,1167.8,1
+1757-TCATG,Male,0,Yes,Yes,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.05,746.75,0
+6345-ULYRW,Male,1,Yes,No,44.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,No,Mailed check,88.4,3912.9,1
+4776-XSKYQ,Female,0,Yes,Yes,12.0,No,No phone service,DSL,No,No,No,Yes,No,No,One year,No,Credit card (automatic),30.25,368.85,0
+8048-DSDFQ,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,0
+5753-QQWPW,Female,0,No,No,28.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Electronic check,59.9,1654.7,0
+6010-DDPPW,Male,0,Yes,No,70.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.15,1940.85,0
+1809-DMJHQ,Female,0,No,Yes,5.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46.0,221.7,1
+6693-FRIRW,Male,0,No,No,18.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),101.3,1794.65,0
+6586-MYGKD,Male,0,Yes,No,70.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),76.95,5289.8,0
+3173-NVMPX,Female,0,Yes,Yes,9.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,55.3,501.2,0
+0248-PGHBZ,Female,1,No,No,67.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),92.45,6140.85,0
+0623-GDISB,Female,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),48.45,48.45,0
+2892-GESUL,Female,0,Yes,Yes,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,309.25,0
+6923-EFPNL,Male,0,No,No,4.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),51.75,201.1,1
+7472-EQOAV,Male,1,Yes,Yes,71.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),86.7,6179.35,0
+9574-RKJIF,Male,0,Yes,Yes,30.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.4,2838.7,1
+2043-WVTQJ,Male,0,Yes,No,1.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,55.7,55.7,0
+8034-RYTVV,Female,0,No,No,55.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),84.25,4589.85,0
+3863-QSTYI,Male,0,No,No,59.0,Yes,No,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,64.65,3735.45,0
+2619-WFQWU,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.15,70.15,1
+5044-LRQAQ,Female,0,Yes,No,7.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.2,477.55,0
+1716-LSAMB,Male,0,Yes,Yes,45.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),54.65,2553.7,0
+1333-PBMXB,Female,0,Yes,Yes,54.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.75,1342.15,0
+6546-OPBBH,Male,0,Yes,Yes,51.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,23.95,1216.35,0
+5985-BEHZK,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),105.0,7578.05,0
+9127-QRZMH,Male,0,Yes,No,44.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),59.85,2603.95,0
+5919-VCZYM,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,42.7,0
+9644-KVCNC,Female,0,No,No,66.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),92.15,6056.9,0
+2137-DQMEV,Male,0,Yes,Yes,68.0,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,One year,No,Mailed check,44.8,2983.65,0
+8174-LNWMW,Female,0,No,No,31.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.9,689.35,0
+9279-CJEOJ,Female,1,No,No,21.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.4,2025.1,0
+7964-VEXDG,Male,0,No,Yes,21.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,80.35,1747.2,0
+2404-JIBFC,Female,0,Yes,Yes,55.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.1,4657.95,0
+0778-NELLA,Male,0,No,No,9.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),34.7,296.1,1
+8029-XYPWT,Male,1,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.05,8016.6,0
+4614-NUVZD,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.1,81.1,1
+4632-PAOYU,Male,0,Yes,Yes,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,433.5,0
+3803-KMQFW,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.55,20.55,1
+6804-GDMOI,Female,0,No,No,61.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,106.6,6428.4,1
+2990-OGYTD,Female,0,Yes,No,67.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.15,5883.85,0
+6646-JPPHA,Female,1,No,No,14.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,78.85,1043.8,0
+9572-MTILT,Male,0,Yes,No,59.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,106.75,6252.9,1
+7658-UYUQS,Male,1,Yes,No,21.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),86.55,1857.25,0
+7880-XSOJX,Male,0,No,No,4.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,42.4,146.4,0
+9611-CTWIH,Female,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.45,240.45,1
+4589-IUAJB,Male,0,Yes,No,70.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.25,1724.15,0
+0329-GTIAJ,Female,0,No,No,3.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,97.9,315.3,1
+8746-BFOAJ,Male,1,No,No,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,429.55,0
+8457-XIGKN,Male,0,No,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.6,356.15,0
+6072-NUQCB,Male,0,Yes,Yes,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.25,488.25,0
+6629-CZTTH,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,55.7,55.7,1
+8838-GPHZP,Female,0,No,No,63.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.6,1298.7,0
+8750-QWZAJ,Female,0,Yes,Yes,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,1378.75,0
+5364-EVNIB,Male,0,No,No,13.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.8,973.45,1
+6918-UMQCG,Female,0,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,80.2,384.25,0
+0675-NCDYU,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.4,8543.25,0
+6339-DKLMK,Female,0,No,No,13.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,31.65,389.95,0
+1346-PJWTK,Male,0,Yes,No,61.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),94.15,5731.85,0
+5088-QZLRL,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.65,20.65,0
+8023-QHAIO,Female,1,Yes,No,56.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),76.85,4275.75,0
+4397-FRLTA,Female,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,84.5,0
+3057-VJJQE,Male,0,No,No,35.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Two year,No,Mailed check,55.25,1924.1,0
+5087-SUURX,Female,0,Yes,No,18.0,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,39.05,669.85,1
+2302-OUZXB,Male,0,Yes,No,72.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),82.15,5784.3,0
+8133-ANHHJ,Female,1,No,No,49.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),103.0,5166.2,0
+2270-CHBFN,Female,0,Yes,No,44.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),95.1,4060.55,0
+0013-EXCHZ,Female,1,Yes,No,3.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,83.9,267.4,1
+5982-FPVQN,Female,0,Yes,Yes,37.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.15,3532.85,0
+9107-UKCKY,Male,0,Yes,No,61.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,79.8,4914.8,0
+4654-ULTTN,Male,0,Yes,No,70.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),74.8,5315.8,0
+5550-VFRLC,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.85,69.85,1
+5546-BYZSM,Female,0,No,No,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.45,775.6,0
+1492-KGETH,Male,0,Yes,Yes,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),78.35,5445.95,0
+4929-BSTRX,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,53.55,53.55,1
+4163-HFTUK,Male,0,No,No,51.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.1,1007.8,0
+8215-NGSPE,Female,0,Yes,Yes,42.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.0,833.55,0
+2225-ZRGSG,Female,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),93.9,6579.05,1
+8859-YSTWS,Male,0,No,No,48.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.95,1004.5,0
+5271-YNWVR,Male,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,113.15,7856.0,1
+7601-DHFWZ,Female,0,No,No,48.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.0,1183.05,0
+2657-ALMWY,Female,1,Yes,No,26.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,84.95,2169.75,1
+6330-JKLPC,Male,0,Yes,No,11.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.5,896.9,1
+4667-OHGKG,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,19.3,1
+1998-VHJHK,Female,0,No,No,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.15,501.35,0
+1707-HABPF,Female,1,No,No,46.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),91.3,4126.35,0
+1660-HSOOQ,Male,0,No,No,1.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,49.65,49.65,1
+7253-UVNDW,Female,0,No,No,46.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),54.35,2460.15,1
+0487-VVUVK,Male,0,Yes,Yes,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.15,477.6,0
+7228-OMTPN,Male,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,88.45,370.65,1
+5063-IUOKK,Male,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,265.75,0
+4508-OEBEY,Male,0,Yes,No,31.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),75.5,2424.45,0
+0027-KWYKW,Female,0,Yes,Yes,23.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.75,1849.95,0
+2308-STERM,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,61.05,0
+5982-XMDEX,Female,0,No,No,65.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.5,1698.55,0
+6284-AHOOQ,Male,1,No,No,22.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),90.5,1910.6,1
+6051-PTVNS,Female,0,Yes,Yes,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.15,998.1,0
+2344-JMOGN,Male,0,Yes,No,9.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,94.85,890.6,1
+3799-ISUZQ,Male,0,Yes,Yes,7.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.95,529.5,1
+2877-VDUER,Female,0,Yes,Yes,35.0,No,No phone service,DSL,No,No,No,Yes,Yes,No,One year,No,Mailed check,40.9,1383.6,0
+9152-AMKAK,Male,0,No,No,6.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,80.25,493.4,0
+1794-HBQTJ,Female,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),48.6,48.6,1
+9432-VOFYX,Male,0,No,No,17.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.8,1207.0,0
+8049-WJCLQ,Male,0,Yes,Yes,10.0,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,60.2,563.5,0
+6586-PSJOX,Male,0,No,Yes,15.0,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,No,Credit card (automatic),55.2,864.55,0
+2460-FPSYH,Female,1,No,No,40.0,No,No phone service,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,55.8,2109.35,1
+9705-ZJBCG,Female,0,Yes,Yes,13.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),54.15,701.05,0
+4818-DRBQT,Male,0,Yes,No,29.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.15,2265.25,1
+1320-HTRDR,Female,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,220.6,1
+6847-KJLTS,Female,1,Yes,No,58.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.4,5749.8,0
+9670-BPNXF,Female,0,No,No,45.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),62.55,2796.45,0
+3913-FCUUW,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),70.45,5165.7,0
+3301-VKTGC,Male,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),85.5,5696.6,0
+1493-AMTIE,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.2,20.2,1
+9555-SAHUZ,Female,0,Yes,Yes,38.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.5,2076.05,0
+0816-TSPHQ,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,44.2,0
+9932-WBWIK,Male,0,No,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,215.25,0
+4619-EVPHY,Female,1,Yes,No,20.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),91.0,1859.5,0
+5286-YHCVC,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.8,7470.1,0
+6424-ELEYH,Female,0,Yes,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.75,229.5,1
+4391-RESHN,Male,0,No,No,23.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,104.05,2470.1,1
+9115-YQHGA,Male,0,No,No,40.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,51.1,2092.9,0
+4462-CYWMH,Male,1,Yes,No,62.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.8,5629.55,0
+8963-MQVYN,Female,0,No,Yes,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.55,469.85,0
+2458-EOMRE,Female,0,No,No,11.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),64.05,733.95,0
+9334-GWGOW,Male,1,Yes,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.85,485.25,0
+6821-BUXUX,Female,0,No,No,13.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,96.65,1244.5,1
+5028-HTLJB,Male,1,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,1
+9801-GDWGV,Female,0,No,No,39.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.45,3994.45,1
+6542-LWGXJ,Male,0,Yes,No,3.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.0,78.25,0
+5567-GZKQY,Male,0,No,No,58.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.3,1131.5,0
+1222-LRYKO,Male,0,No,Yes,6.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,26.35,184.05,0
+2320-JRSDE,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.9,19.9,1
+2087-QAREY,Female,0,Yes,No,22.0,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,54.7,1178.75,0
+0601-WZHJF,Male,0,Yes,No,14.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,46.35,667.7,1
+4423-JWZJN,Male,0,Yes,Yes,64.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,One year,No,Credit card (automatic),90.25,5629.15,0
+5143-WMWOG,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.95,19.95,1
+6490-FGZAT,Male,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,109.3,0
+5393-RXQSZ,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,79.6,79.6,1
+7452-FOLON,Male,0,No,Yes,39.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.45,958.45,0
+2320-TZRRH,Female,0,No,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,403.15,0
+0231-LXVAP,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,75.9,75.9,1
+9444-JTXHZ,Male,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.2,76.2,1
+4942-VZZOM,Male,0,Yes,No,64.0,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,Yes,Credit card (automatic),66.15,4392.5,0
+5510-BOIUJ,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,19.25,1
+7502-BNYGS,Female,0,Yes,No,46.0,Yes,No,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),69.1,3168.0,0
+4291-HYEBC,Female,1,Yes,Yes,28.0,No,No phone service,DSL,No,Yes,No,No,No,Yes,One year,Yes,Electronic check,39.1,1096.6,0
+6147-CBCRA,Female,0,Yes,No,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,669.45,0
+6047-SUHPR,Male,0,Yes,Yes,39.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Electronic check,59.8,2343.85,0
+4471-KXAUH,Female,0,Yes,No,42.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,84.3,3588.4,1
+9752-ZNQUT,Female,0,No,No,1.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,48.6,48.6,0
+7638-QVMVY,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.0,522.95,1
+1576-PFZIW,Male,1,Yes,No,70.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),105.35,7511.9,0
+5666-MBJPT,Male,0,No,No,65.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.1,1725.0,0
+7312-XSBAT,Male,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,49.75,49.75,0
+3096-GKWEB,Male,0,Yes,No,18.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,1691.9,0
+2371-JQHZZ,Male,0,Yes,No,24.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.0,2248.05,0
+0674-GCDXG,Male,0,No,No,63.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),71.9,4479.2,0
+1121-QSIVB,Female,0,No,Yes,44.0,Yes,Yes,DSL,No,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,77.55,3471.1,0
+4396-KLSEH,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.85,63.0,0
+3244-DCJWY,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.25,70.25,1
+2824-MYYBN,Female,0,Yes,Yes,37.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.25,3314.15,0
+0875-CABNR,Female,1,No,No,10.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),84.6,865.55,1
+6345-HOVES,Male,0,No,No,34.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.05,852.7,0
+8318-LCNBW,Male,0,Yes,No,35.0,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Credit card (automatic),53.15,1930.9,0
+6469-QJKZW,Female,0,Yes,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.15,91.4,0
+0147-ESWWR,Female,1,Yes,No,39.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,3949.15,0
+1217-VASWC,Male,1,Yes,No,43.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),100.55,4304.0,0
+7812-FZHPE,Female,0,Yes,Yes,17.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.1,409.9,1
+6370-ZVHDV,Female,0,Yes,No,61.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.3,1554.9,0
+5915-DGNVC,Female,0,Yes,No,49.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Electronic check,71.8,3472.05,0
+6260-XLACS,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,117.8,0
+3566-CAAYU,Female,0,Yes,Yes,64.0,No,No phone service,DSL,No,Yes,Yes,Yes,No,Yes,Two year,No,Electronic check,49.85,3210.35,0
+4983-CCWMC,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.6,207.4,0
+9103-CXVOK,Male,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,19.75,0
+2896-TBNBE,Male,0,Yes,No,40.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Electronic check,80.8,3132.75,0
+4797-AXPXK,Female,0,No,Yes,1.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,60.0,60.0,1
+5229-PRWKT,Male,0,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.55,649.65,1
+6982-UQZLY,Female,1,Yes,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.85,20.85,1
+2522-WLNSF,Female,1,Yes,No,34.0,Yes,No,DSL,No,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),64.2,2106.3,0
+3841-CONLJ,Female,0,Yes,No,1.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,35.0,35.0,0
+5057-LCOUI,Female,0,No,No,39.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.75,2011.4,1
+0193-ESZXP,Female,1,Yes,No,58.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.5,6205.5,1
+4475-NVTLU,Male,0,Yes,Yes,45.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.2,903.7,0
+4369-HTUIF,Male,1,No,No,6.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.15,503.6,1
+9386-LDCZR,Male,0,No,No,43.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),90.65,3882.3,0
+9585-KKMFD,Male,0,Yes,Yes,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.0,879.8,0
+5399-ZIMKF,Male,0,No,No,5.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.65,383.65,0
+0336-KXKFK,Male,0,No,No,72.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),61.2,4390.25,0
+5619-XZZKR,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,68.2,0
+3948-FVVRP,Male,0,Yes,Yes,9.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,54.8,452.8,0
+5327-XOKKY,Male,1,Yes,No,72.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),73.45,5329.0,0
+0983-TATYJ,Female,0,Yes,No,33.0,Yes,No,DSL,No,No,No,Yes,No,No,One year,Yes,Mailed check,51.45,1758.9,0
+1813-JYWTO,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),80.45,5737.6,0
+0156-FVPTA,Male,0,Yes,No,22.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,54.2,1152.7,1
+1984-FCOWB,Female,0,Yes,No,70.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,109.5,7674.55,1
+0654-HMSHN,Male,0,Yes,Yes,21.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,104.4,2157.95,1
+6719-OXYBR,Male,0,No,No,15.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,85.3,1219.85,0
+3312-ZWLGF,Male,1,Yes,No,29.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,79.3,2414.55,0
+6476-YHMGA,Female,0,Yes,Yes,15.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),76.5,1155.6,0
+5287-QWLKY,Male,1,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.1,7548.1,1
+0795-XCCTE,Male,1,No,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.4,1809.35,0
+0168-XZKBB,Female,0,Yes,No,19.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.85,1564.4,0
+3785-NRHYR,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,0
+5196-SGOAK,Female,0,No,No,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,75.7,75.7,1
+4537-DKTAL,Female,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.55,84.4,0
+7072-MBHEV,Female,1,Yes,Yes,11.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),78.1,864.85,0
+5602-BVFMK,Female,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.3,228.75,0
+6297-NOOPG,Female,0,Yes,No,70.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.5,7752.05,0
+1891-UAWWU,Female,1,Yes,No,20.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,90.8,1951.0,1
+8204-TIFGJ,Female,0,No,No,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.3,470.6,0
+8050-DVOJX,Male,1,No,No,49.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),81.35,4060.9,0
+6108-OQZDQ,Female,0,Yes,Yes,4.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.95,384.5,1
+0363-QJVFX,Male,0,No,No,32.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.15,3432.9,1
+8903-XEBGX,Male,0,No,Yes,2.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.3,108.65,0
+8169-SAEJD,Male,1,Yes,No,69.0,No,No phone service,DSL,Yes,Yes,No,No,Yes,Yes,Two year,No,Credit card (automatic),56.55,3952.65,0
+9840-DVNDC,Male,0,No,No,6.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),80.5,463.05,1
+1089-XZWHH,Female,0,Yes,Yes,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.7,494.05,0
+2325-WINES,Female,0,No,No,32.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.05,3416.85,0
+6064-ZATLR,Female,0,No,No,27.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Two year,No,Bank transfer (automatic),52.85,1498.65,0
+3096-JRDSO,Female,1,Yes,No,27.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.3,2867.75,1
+7824-PANSQ,Male,0,No,No,58.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),80.65,4807.35,0
+8042-JVNFH,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,71.35,71.35,1
+9648-BCHKM,Female,0,Yes,Yes,18.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.65,471.35,0
+2888-ADFAO,Female,0,Yes,Yes,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),21.3,1041.8,0
+8707-HOEDG,Female,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.2,7689.8,0
+3374-LXDEV,Female,0,No,No,13.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,89.4,1132.35,1
+4072-IPYLT,Female,0,Yes,Yes,36.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),51.05,1815.0,0
+7167-PCEYD,Male,0,No,No,67.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.8,1311.3,0
+4936-YPJNK,Female,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,199.45,0
+1580-BMCMR,Male,1,No,No,19.0,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,87.3,1637.3,0
+4817-KEQSP,Female,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1326.35,0
+6408-WHTEF,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,89.4,6376.55,0
+9251-AWQGT,Female,0,Yes,Yes,48.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.0,935.9,0
+8749-CLJXC,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,0
+7989-VCQOH,Male,0,Yes,Yes,18.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,83.25,1611.15,0
+5049-GLYVG,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,20.6,1
+4199-QHJNM,Male,1,Yes,No,67.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),102.9,6989.7,0
+8882-TLVRW,Male,0,Yes,Yes,69.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,39.1,2779.5,0
+5883-GTGVD,Male,0,No,No,19.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.95,1931.75,1
+5135-GRQJV,Male,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,114.5,8331.95,0
+2384-OVPSA,Female,1,No,No,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,735.9,0
+1371-WEPDS,Male,1,Yes,No,40.0,Yes,No,DSL,No,No,No,No,No,Yes,One year,No,Electronic check,55.8,2283.3,0
+3580-GICBM,Female,0,Yes,Yes,61.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.2,1445.2,0
+4817-QRJSX,Female,0,No,No,10.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),81.0,818.05,1
+9730-DRTMJ,Male,0,Yes,No,32.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,One year,Yes,Credit card (automatic),72.8,2333.05,0
+4686-UXDML,Female,0,No,No,21.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.85,1992.55,0
+3349-ANQNH,Female,1,No,No,59.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,99.5,5890.0,0
+2398-YPMUR,Female,1,Yes,No,13.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,916.75,1
+0932-YIXYU,Female,0,No,No,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,1029.8,0
+7480-SPLEF,Male,0,Yes,Yes,69.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26.0,1796.55,0
+7636-XUHWW,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.9,33.7,0
+1431-CYWMH,Female,0,Yes,Yes,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.05,454.05,0
+5937-EORGB,Male,1,Yes,No,15.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,96.5,1392.25,0
+6349-JDHQP,Female,0,No,No,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1049.6,0
+5539-HIVAK,Female,1,Yes,No,28.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.7,734.6,0
+5847-MXBEO,Male,0,No,No,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,475.1,0
+9985-MWVIX,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.15,70.15,1
+4583-PARNH,Male,1,Yes,No,16.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,91.55,1540.05,0
+1116-FRYVH,Female,0,Yes,Yes,48.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,39.4,1978.65,0
+1421-HCERK,Male,1,Yes,No,30.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),105.7,3181.8,0
+9633-XQABV,Female,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.25,229.7,0
+0716-BQNDX,Male,1,No,No,57.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,Two year,No,Electronic check,93.75,5625.55,0
+1265-XTECC,Female,1,Yes,No,68.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),96.55,6581.9,1
+1183-CANVH,Female,0,Yes,No,23.0,Yes,No,DSL,No,No,No,Yes,Yes,No,One year,No,Bank transfer (automatic),60.0,1347.15,0
+1972-XMUWV,Female,0,Yes,No,65.0,Yes,No,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),59.8,3808.2,0
+8679-LZBMD,Male,0,Yes,No,44.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),90.65,3974.15,0
+3407-JMJQQ,Female,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.0,7661.8,0
+6252-DFGTK,Female,0,Yes,No,37.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,One year,No,Credit card (automatic),68.1,2479.25,0
+1539-LNKHM,Female,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,266.6,0
+8645-KOMJQ,Male,0,Yes,Yes,69.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),81.95,5601.4,0
+0289-IVARM,Female,0,No,No,35.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,60.55,1982.6,0
+9761-XUJWD,Male,0,No,No,5.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),65.6,339.9,0
+4057-FKCZK,Male,0,Yes,Yes,58.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Two year,No,Bank transfer (automatic),82.5,4828.05,0
+4291-TPNFG,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),82.3,5980.55,0
+6087-YPWHO,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,68.15,4808.7,0
+3090-QFUVD,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.3,20.3,0
+2237-ZFSMY,Female,0,No,No,39.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,No,One year,Yes,Electronic check,95.55,3692.85,1
+1722-LDZJS,Male,0,Yes,Yes,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.2,1068.15,0
+1818-ESQMW,Female,0,No,No,27.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.2,2383.6,0
+4871-JTKJF,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,1
+1415-YFWLT,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.3,89.3,1
+7401-RUBNK,Female,0,Yes,No,18.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,74.8,1438.05,0
+0506-YLVKJ,Male,0,Yes,Yes,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.2,917.45,0
+8661-BOYNW,Female,0,Yes,No,72.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),84.4,6096.45,0
+6711-VTNRE,Female,0,No,No,36.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,87.55,3078.1,1
+4815-GBTCD,Female,0,Yes,No,4.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.15,99.95,0
+2805-AUFQN,Female,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,475.2,0
+0980-PVMRC,Female,0,Yes,Yes,40.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.85,2036.55,0
+7233-DRTRF,Male,0,Yes,No,63.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.4,6444.05,0
+3500-RMZLT,Female,1,No,No,15.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Mailed check,96.3,1426.75,1
+3873-NFTGI,Male,0,No,No,14.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),55.5,767.55,0
+1162-ECVII,Male,1,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.75,7932.5,0
+7048-GXDAY,Male,0,No,No,39.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.4,4040.65,0
+8571-ZCMCX,Female,0,Yes,Yes,47.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),60.0,2768.65,0
+1169-WCVAK,Male,0,Yes,No,19.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),88.8,1672.35,0
+4548-SDBKE,Female,0,No,No,5.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.2,474.8,1
+8066-POXGX,Female,0,No,No,13.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.1,446.1,1
+7129-CAKJW,Female,0,No,No,17.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),80.05,1345.65,0
+8695-ARGXZ,Male,1,Yes,No,34.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.55,2425.4,0
+3570-YUEKJ,Female,0,No,No,42.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.55,2077.95,0
+4143-OOBWZ,Male,0,Yes,No,5.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.3,416.3,1
+1555-HAPSU,Female,0,Yes,Yes,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),23.9,1663.5,0
+1697-NVVGY,Male,1,Yes,No,19.0,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),66.4,1286.05,0
+7854-EKTJL,Female,0,No,Yes,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.6,35.85,1
+8464-EETCQ,Male,0,No,No,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),18.8,1094.35,0
+2419-FSORS,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.4,7719.5,0
+8132-YPVBX,Female,0,No,No,6.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Mailed check,85.95,514.6,0
+9102-IAYHT,Female,0,Yes,Yes,17.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.45,1451.6,1
+6754-LZUKA,Male,0,Yes,No,61.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),80.9,4932.5,0
+3422-LYEPQ,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.0,71.0,1
+8099-MZPUJ,Male,0,Yes,Yes,48.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),111.8,5443.65,0
+0787-LHDYT,Male,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.6,330.25,0
+2642-DTVCO,Male,1,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.05,746.5,1
+0374-IOEGQ,Female,0,No,No,3.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.6,122.7,0
+4361-JEIVL,Male,0,No,Yes,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.4,44.4,1
+3197-NNYNB,Male,0,No,No,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),105.1,6631.85,0
+3396-DKDEL,Female,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.15,8250.0,0
+1752-OZXFY,Male,0,Yes,No,60.0,Yes,No,DSL,Yes,No,No,No,Yes,No,One year,Yes,Mailed check,59.8,3561.15,0
+9066-QRSDU,Female,0,Yes,No,69.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,26.3,1763.55,0
+9112-WSNPU,Female,1,No,No,35.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.55,2419.0,0
+9867-NNXLC,Female,0,No,No,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,470.2,0
+5321-NTRKC,Male,0,Yes,Yes,66.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),79.85,5234.95,0
+1363-TXLSL,Male,1,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,1
+9507-EXLTT,Female,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),79.35,79.35,1
+3161-GETRM,Male,0,Yes,Yes,34.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.05,3097.0,0
+0402-OAMEN,Female,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.45,1709.1,0
+6933-VLYFX,Male,0,Yes,Yes,31.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,59.95,1848.8,0
+6754-WKSHP,Male,0,No,Yes,30.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.35,723.3,0
+9846-GKXAS,Female,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),90.8,809.75,1
+6017-PPLPX,Male,0,Yes,Yes,20.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.45,1470.95,1
+4976-LNFVV,Male,1,Yes,No,19.0,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),34.3,577.15,0
+5055-MGMGF,Female,0,Yes,No,65.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.05,6914.95,0
+4641-FROLU,Female,0,Yes,Yes,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.3,602.9,0
+2862-JVEOY,Male,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.15,124.4,0
+2969-QWUBZ,Female,0,No,No,2.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,51.4,96.8,0
+9822-BIIGN,Male,0,Yes,Yes,53.0,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,71.85,3827.9,0
+2077-MPJQO,Male,1,Yes,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.4,533.05,0
+1534-OULXE,Female,0,Yes,Yes,61.0,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Bank transfer (automatic),49.7,2961.4,0
+7136-RVDTZ,Male,1,No,No,70.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,One year,Yes,Electronic check,45.25,3264.45,1
+2971-SGAFL,Female,0,No,No,13.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,78.75,995.35,0
+1480-IVEVR,Male,1,Yes,No,35.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,One year,Yes,Bank transfer (automatic),81.6,2815.25,0
+2905-KFQUV,Female,0,Yes,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),70.4,154.8,0
+4581-SSPWD,Female,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.8,246.3,1
+3370-HXOPH,Female,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,76.1,257.6,0
+9391-YZEJW,Female,0,No,No,62.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94.0,5757.2,0
+9958-MEKUC,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),103.95,7517.7,0
+0281-CNTZX,Male,0,Yes,No,63.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.95,1234.8,0
+6927-WTFIV,Male,1,No,No,20.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),71.3,1389.2,1
+4118-CEVPF,Female,1,No,No,35.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),110.8,3836.3,0
+3398-ZOUAA,Male,1,Yes,No,21.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.1,1474.75,1
+9114-VEPUF,Male,0,Yes,No,62.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Electronic check,96.1,6001.45,0
+7876-BEUTG,Female,0,No,No,15.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.8,720.1,0
+2338-BQEZT,Female,0,No,No,55.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),50.55,2832.75,0
+9873-MNDKV,Female,0,No,No,11.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.65,472.25,0
+0378-NHQXU,Female,0,Yes,Yes,17.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,88.25,1460.65,1
+8241-JUIQO,Female,0,No,No,61.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.45,1336.35,0
+2194-IIQOF,Female,0,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.3,6388.65,0
+4512-ZUIYL,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.0,153.05,1
+9631-RXVJM,Male,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.25,677.9,0
+9584-EXCDZ,Female,0,No,No,17.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.5,1165.6,0
+7969-AULMZ,Female,0,No,No,21.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.35,2119.5,1
+5093-FEGLU,Female,0,Yes,No,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.65,921.55,0
+2621-UDNLU,Female,0,Yes,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.85,72.0,0
+7526-IVLYU,Male,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,68.35,0
+2428-HYUNX,Male,1,Yes,No,44.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.35,847.25,0
+9214-EKVXR,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.0,44.0,0
+3410-MHHUM,Female,0,Yes,Yes,44.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,No,Electronic check,94.4,4295.35,0
+0568-ONFPC,Male,0,Yes,Yes,5.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.9,135.0,1
+0733-VUNUW,Male,0,No,No,24.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.65,1400.55,1
+4550-EVXNY,Female,0,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,1
+2122-YWVYA,Female,0,No,No,18.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.4,1380.4,0
+2968-SSGAA,Female,0,No,No,10.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.6,1060.2,1
+2296-DKZFP,Female,0,Yes,No,65.0,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),71.0,4386.2,0
+4844-JJWUY,Female,1,No,No,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.0,86.0,1
+6777-TGHTM,Female,0,No,No,53.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),106.95,5785.5,1
+8909-BOLNL,Male,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,21.2,52.05,0
+6603-YRDCJ,Male,0,Yes,No,33.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,61.05,2018.4,0
+3538-WZPHD,Male,0,No,No,3.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,29.6,79.45,1
+3229-USWAR,Female,0,No,No,34.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),79.95,2727.3,0
+2138-VFAPZ,Female,0,Yes,Yes,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.7,263.65,0
+6131-JLWZM,Female,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,275.4,0
+4785-QRJHC,Male,1,Yes,No,46.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),59.9,2816.65,1
+0269-XFESX,Male,0,Yes,Yes,23.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.35,538.5,0
+1709-EJDOX,Female,0,Yes,Yes,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,948.9,0
+4316-XCSLJ,Male,0,No,Yes,17.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.3,846.8,0
+8610-WFCJF,Female,0,Yes,Yes,49.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.6,4783.5,1
+9693-XMUOB,Male,1,Yes,No,59.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.25,2997.45,0
+0383-CLDDA,Female,0,No,No,69.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.35,5897.4,0
+4905-JEFDW,Male,0,No,No,11.0,No,No phone service,DSL,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,41.6,470.6,1
+2709-UQGNP,Male,0,No,No,10.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,51.65,524.5,0
+3549-ZTMNH,Male,0,Yes,Yes,12.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.0,269.65,0
+7881-INRLC,Male,0,No,No,45.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.85,4740.0,1
+8033-ATFAS,Female,0,Yes,Yes,39.0,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,59.85,2341.5,0
+1635-NZATJ,Male,1,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.45,1789.65,0
+0562-HKHML,Male,0,Yes,Yes,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),23.9,1626.4,0
+8277-RVRSV,Female,0,Yes,Yes,33.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.15,800.3,0
+9943-VSZUV,Male,1,No,No,67.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.7,5060.85,0
+0117-LFRMW,Male,0,Yes,Yes,37.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),40.2,1448.8,1
+6172-FECYY,Male,0,Yes,Yes,49.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.5,4254.85,1
+7054-ENNGU,Female,0,Yes,No,9.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,50.85,466.6,0
+1455-HFBXA,Male,0,Yes,No,52.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),91.6,4627.8,0
+9402-CXWPL,Female,0,No,No,70.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Electronic check,98.9,6838.6,0
+1628-BIZYP,Male,0,No,No,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.0,85.0,0
+1965-AKTSX,Female,1,No,No,14.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,78.95,1101.85,1
+0082-LDZUE,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.3,44.3,0
+4786-UKSNZ,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,1
+5343-SGUBI,Female,0,No,No,52.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Mailed check,80.2,4297.6,0
+0856-NAOES,Male,0,No,No,6.0,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,60.9,414.1,0
+1976-AZZPJ,Male,0,Yes,No,7.0,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,34.2,256.6,0
+7248-VZQLC,Female,1,No,No,47.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),85.2,3969.35,1
+6156-UZDLF,Female,0,No,No,26.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),87.15,2274.1,0
+3099-OONVS,Male,0,Yes,Yes,25.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.3,1296.8,0
+9500-WBGRP,Male,0,No,No,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.1,1268.85,0
+5183-KLYEM,Female,0,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),112.75,8192.6,0
+5144-PQCDZ,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,59.25,0
+8514-VZHEB,Male,0,Yes,Yes,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.5,1147.85,0
+6625-IUTTT,Male,0,No,No,67.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),65.55,4361.55,0
+9355-NPPFS,Female,1,No,No,26.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.8,2006.1,0
+0068-FIGTF,Female,0,No,No,27.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Mailed check,78.2,2078.95,0
+5965-GGPRW,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),105.25,7609.75,0
+8035-PWSEV,Female,0,No,No,6.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.25,487.05,0
+2236-HILPA,Male,0,Yes,Yes,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.65,1218.45,0
+1840-BIUOG,Male,0,No,No,20.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,68.7,1416.2,0
+1356-MKYSK,Male,0,No,No,6.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),78.65,483.3,0
+6080-LNESI,Male,0,No,No,51.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.75,1234.6,0
+1830-IPXVJ,Female,0,Yes,Yes,61.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.75,1311.6,0
+5828-DWPIL,Male,1,Yes,No,62.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,89.1,5618.3,0
+8398-TBIYD,Female,0,No,No,72.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),84.7,6185.15,0
+0011-IGKFF,Male,1,Yes,No,13.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.0,1237.85,1
+4192-GORJT,Male,0,Yes,No,5.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,498.1,1
+6496-SLWHQ,Male,1,No,No,3.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.0,294.45,1
+9912-GVSEQ,Female,1,Yes,No,26.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,93.85,2381.55,1
+2931-FSOHN,Male,1,No,No,13.0,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,59.9,788.35,0
+9418-RUKPH,Female,0,Yes,Yes,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.95,756.4,0
+5383-MMTWC,Female,1,Yes,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.0,613.4,1
+9971-ZWPBF,Male,1,Yes,Yes,34.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,108.9,3625.2,0
+4712-AUQZO,Male,0,No,No,18.0,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,33.6,550.35,0
+9711-FJTBX,Male,0,Yes,Yes,56.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Mailed check,85.85,4793.8,0
+2908-ZTPNF,Female,0,No,No,36.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),34.85,1267.2,0
+7240-ETPTR,Female,0,Yes,No,9.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.75,442.2,1
+2202-CUYXZ,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,84.85,84.85,1
+5995-OIGLP,Male,0,No,No,12.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,56.65,654.85,1
+8421-WZOOW,Female,1,Yes,Yes,57.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),95.3,5567.45,0
+6261-RCVNS,Female,0,No,No,42.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),73.9,3160.55,1
+7951-QKZPL,Female,0,Yes,Yes,33.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.5,740.3,1
+1414-YADCW,Male,0,Yes,No,70.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),84.6,5706.2,0
+8756-RDDLT,Female,0,No,No,68.0,No,No phone service,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,No,Electronic check,44.95,3085.35,0
+2862-PFNIK,Male,0,No,Yes,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.7,24.7,0
+5816-QVHRX,Female,0,No,No,37.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),100.3,3541.4,0
+4430-YHXGG,Female,0,No,Yes,4.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.45,84.2,0
+6888-SBYAI,Male,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.7,50.7,0
+7395-XWZOY,Male,0,No,No,20.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),55.0,1165.55,0
+7169-YWAMK,Male,0,Yes,Yes,72.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),68.4,4855.35,0
+3640-PHQXK,Female,0,No,No,31.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.9,2806.9,1
+6877-LGWXO,Male,1,Yes,No,18.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,78.55,1422.65,1
+6859-RKMZJ,Male,0,Yes,No,11.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),55.05,608.15,0
+2729-VNVAP,Female,0,Yes,Yes,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,641.35,0
+2957-JIRMN,Female,1,No,No,62.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,No,Electronic check,84.45,4959.15,0
+2049-BAFNW,Female,0,No,No,1.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,35.9,35.9,0
+3842-QTGDL,Male,0,Yes,No,16.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),80.75,1321.3,0
+7163-OCEQI,Male,0,Yes,Yes,22.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,78.65,1663.75,0
+9782-LGXMC,Female,0,Yes,Yes,49.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.75,3024.15,0
+5975-BAICR,Male,0,Yes,Yes,36.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,Yes,Credit card (automatic),63.7,2188.5,0
+8019-ENHXU,Male,0,Yes,No,42.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,99.45,4138.05,1
+5167-GBFRE,Male,1,No,No,4.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.2,102.5,1
+9033-EOXWV,Female,0,No,No,12.0,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,No,Mailed check,74.05,872.65,1
+4673-KKSLS,Female,0,No,No,31.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,87.6,2724.25,0
+4853-OITSN,Male,0,Yes,No,5.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.15,413.25,0
+9800-OUIGR,Male,0,Yes,Yes,66.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.0,1374.2,0
+1324-NLTJE,Female,1,No,No,15.0,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),55.0,757.1,1
+2324-EFHVG,Male,0,No,No,64.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.4,6692.65,0
+7094-MSZAO,Male,0,Yes,Yes,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.05,218.5,0
+1522-VVDMG,Male,0,Yes,Yes,7.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,89.75,608.8,1
+6907-CQGPN,Male,0,No,No,29.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,34.3,1004.75,0
+0780-XNZFN,Male,0,No,No,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.65,1125.6,0
+0239-OXEXL,Female,0,No,No,46.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,84.25,3847.6,0
+2675-IJRGJ,Male,0,No,No,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.65,978.0,0
+7049-GKVZY,Female,0,No,No,17.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,One year,No,Credit card (automatic),79.85,1387.35,0
+8577-QSOCG,Female,0,Yes,Yes,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.2,746.05,0
+3721-CNZHX,Male,0,No,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,304.6,0
+0212-ISBBF,Female,0,No,No,22.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.35,1098.85,0
+9185-TQCVP,Male,0,Yes,No,14.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.15,1139.2,1
+3585-YNADK,Female,0,Yes,No,57.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),74.6,4368.95,0
+5271-DBYSJ,Male,1,No,No,11.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),79.15,827.7,0
+1099-GODLO,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,20.35,0
+6828-HMKWP,Male,0,Yes,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.05,262.05,0
+5567-WSELE,Male,1,Yes,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.6,279.55,1
+1472-TNCWL,Male,0,No,Yes,36.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.7,3512.5,0
+8063-RJYNF,Male,0,No,No,16.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.25,1483.25,1
+0687-ZVTHB,Male,0,Yes,Yes,65.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),72.45,4653.85,1
+2080-GKCWQ,Male,0,No,No,2.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,74.95,151.75,0
+9661-ACXBS,Female,0,No,No,42.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.2,4400.75,1
+2193-SFWQW,Male,0,Yes,Yes,72.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),111.95,8033.1,0
+5656-JAMLX,Male,0,No,No,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1253.65,0
+3462-BJQQA,Female,0,No,No,6.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.75,552.65,0
+0442-TDYUO,Male,0,Yes,No,48.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.05,1036.0,0
+6733-LRIZX,Male,0,No,No,35.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.95,4025.5,0
+9503-XJUME,Male,0,No,Yes,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.65,928.4,0
+4367-NHWMM,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.9,24.9,0
+3727-RJMEO,Male,0,Yes,No,6.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,82.85,460.25,1
+3779-OSWCF,Female,0,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),93.2,6506.15,0
+6736-DHUQI,Female,0,Yes,Yes,67.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),84.8,5598.3,0
+3915-ODIYG,Male,1,No,No,60.0,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,One year,Yes,Electronic check,71.75,4374.55,0
+1360-RCYRT,Male,0,Yes,Yes,23.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),30.35,678.75,0
+2724-FJDYW,Male,0,No,Yes,39.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),54.85,2191.7,0
+4451-RWASJ,Male,0,Yes,Yes,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.5,239.75,0
+6646-VRFOL,Male,1,Yes,No,53.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.85,5485.5,1
+3460-TJBWI,Male,0,Yes,Yes,24.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.2,609.05,0
+5917-HBSDW,Female,0,Yes,Yes,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.35,683.75,0
+5685-IIXLY,Female,0,Yes,Yes,5.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.6,404.2,1
+5671-UUNXD,Female,1,Yes,No,50.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.65,5189.75,0
+0956-ACVZC,Female,0,No,No,54.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),94.1,5060.9,0
+2325-NBPZG,Female,0,No,No,3.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.55,233.65,0
+4250-ZBWLV,Male,0,No,No,68.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,108.45,7176.55,1
+4482-FTFFX,Male,0,No,No,5.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,56.15,291.45,0
+8859-DZTGQ,Male,0,No,No,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,689.75,0
+0440-MOGPM,Female,0,No,No,41.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,80.55,3263.9,0
+0020-JDNXP,Female,0,Yes,Yes,34.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,61.25,1993.2,0
+3752-CQSJI,Female,0,Yes,Yes,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,254.5,0
+5025-GOOKI,Female,0,No,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),18.9,347.65,0
+4698-KVLLG,Female,1,No,No,51.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,967.9,0
+5095-AESKG,Female,0,Yes,No,3.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),91.5,242.95,1
+2887-JPYLU,Female,0,No,Yes,41.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.2,1841.9,0
+4770-QAZXN,Female,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.45,232.1,0
+4896-CPRPF,Male,0,Yes,Yes,35.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.45,809.25,0
+1871-MOWRM,Male,0,Yes,No,12.0,Yes,No,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),80.85,866.45,1
+9714-EDSUC,Male,0,No,No,4.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,94.9,360.55,0
+2027-OAQQC,Female,0,No,No,43.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),49.05,2076.2,1
+0282-NVSJS,Female,1,Yes,Yes,12.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,29.3,355.9,0
+9090-SGQXL,Male,1,Yes,No,68.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.3,7299.65,1
+6595-YGXIT,Male,1,No,No,25.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.95,2291.2,1
+7353-YOWFP,Female,0,No,No,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,129.15,0
+9835-ZIITK,Male,1,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,110.85,7491.75,1
+8008-ESFLK,Female,0,Yes,No,53.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,110.5,5835.5,0
+7537-CBQUZ,Male,1,No,No,63.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.4,7031.45,0
+1555-DJEQW,Female,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.2,7723.9,1
+5649-TJHOV,Male,1,Yes,No,27.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),36.5,1032.0,1
+0519-XUZJU,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.75,70.75,1
+3363-EWLGO,Female,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,109.6,0
+4750-UKWJK,Female,1,Yes,No,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.6,727.8,0
+6338-AVWCY,Male,0,No,No,3.0,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,40.15,130.75,1
+1689-YQBYY,Female,0,No,Yes,12.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.6,893.0,0
+4487-ZYJZK,Female,0,Yes,Yes,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.6,763.1,0
+2959-FENLU,Female,0,No,No,9.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.3,781.4,0
+0708-LGSMF,Male,0,Yes,No,13.0,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,65.85,902.25,0
+9253-QXKBE,Male,1,Yes,No,29.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,2653.65,1
+7634-HLQJR,Female,0,Yes,Yes,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1016.7,0
+0487-RPVUM,Male,0,Yes,No,61.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),99.4,5943.65,0
+4079-ULGFR,Male,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,275.7,0
+2516-XSJKX,Female,0,Yes,Yes,41.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,78.45,3126.45,0
+0057-QBUQH,Female,0,No,Yes,43.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,25.1,1070.15,0
+9445-SZLCH,Female,0,Yes,Yes,36.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),97.35,3457.9,1
+6599-SFQVE,Female,0,No,No,6.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.0,340.4,0
+8331-ZXFOE,Female,0,No,No,58.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),71.1,4299.2,0
+4003-FUSHP,Male,0,No,No,19.0,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),61.55,1093.2,0
+0356-ERHVT,Male,0,Yes,No,11.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.9,521.9,0
+7325-ENZFI,Female,0,No,No,39.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),40.3,1630.4,0
+4884-ZTHVF,Female,1,No,No,8.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,87.1,713.6,0
+3920-HIHMQ,Female,0,No,Yes,26.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,49.5,1265.65,0
+3055-OYMSE,Female,1,No,No,53.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.8,4003.85,0
+0613-WUXUM,Female,0,Yes,Yes,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.2,1401.4,0
+7568-PODML,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,45.3,45.3,1
+4458-KVRBJ,Male,0,No,No,59.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.0,1510.5,0
+5349-IECLD,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,94.95,178.1,1
+1397-XKKWR,Male,0,No,No,7.0,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,35.3,264.8,0
+3945-GFWQL,Female,0,No,Yes,12.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.55,480.6,1
+8097-OMULG,Male,0,Yes,Yes,59.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),76.75,4541.9,0
+6013-BHCAW,Male,0,Yes,Yes,61.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),81.0,4976.15,0
+0401-WDBXM,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.55,7542.25,0
+3387-PLKUI,Female,0,Yes,Yes,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.8,251.25,0
+6096-EGVTU,Female,0,Yes,Yes,64.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.9,1595.5,0
+3797-VTIDR,Male,0,Yes,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,23.45,23.45,1
+5081-NWSUP,Female,0,No,No,10.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,No,Mailed check,64.9,685.55,0
+2580-ATZSQ,Female,0,Yes,Yes,65.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),61.35,3874.1,0
+8085-MSNLK,Female,0,Yes,No,62.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,113.95,6891.4,0
+9691-HKOVS,Female,0,Yes,No,55.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,90.15,4916.95,0
+9881-VCZEP,Female,0,Yes,No,25.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.1,1373.0,0
+9526-BIHHD,Male,0,No,No,1.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.7,29.7,1
+8757-TFHHJ,Male,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.8,49.8,0
+4523-WXCEF,Female,0,Yes,No,59.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,101.1,6039.9,1
+1468-DEFNC,Male,1,Yes,Yes,64.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.4,1548.65,0
+5119-KEPFY,Male,0,Yes,No,36.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.0,3440.25,0
+8364-TRMMK,Female,0,No,No,3.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.65,151.3,1
+0916-KNFAJ,Male,0,Yes,No,61.0,Yes,Yes,DSL,Yes,No,Yes,No,No,Yes,Two year,Yes,Mailed check,69.9,4226.7,0
+8319-QBEHW,Male,0,No,Yes,26.0,No,No phone service,DSL,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),39.95,1023.75,0
+3063-QFSZL,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.4,55.4,1
+8775-LHDJH,Female,1,Yes,No,1.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.6,90.6,1
+9625-QNLUX,Male,0,Yes,Yes,68.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),103.25,7074.4,0
+3097-NQYSN,Male,1,Yes,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,86.85,156.35,1
+4024-CSNBY,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),94.25,6849.75,0
+7110-BDTWG,Female,0,Yes,No,71.0,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,Two year,Yes,Electronic check,47.05,3263.6,0
+7493-GVFIO,Male,0,No,No,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1252.85,0
+0690-SRQID,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,67.55,0
+9605-WGJVW,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,70.2,0
+9114-DPSIA,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),81.0,5750.0,0
+4700-UBQMV,Male,0,Yes,Yes,21.0,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),75.9,1549.75,0
+7711-GQBZC,Female,0,Yes,Yes,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.7,1810.55,0
+3565-UNOCC,Female,1,Yes,No,29.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.05,2952.85,1
+4627-MIHJH,Female,1,No,No,69.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),110.25,7467.55,0
+9795-NREXC,Female,0,Yes,No,64.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.0,5484.4,0
+8573-CGOCC,Male,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.75,294.9,0
+7356-AYNJP,Female,0,No,No,4.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,23.9,97.5,0
+9249-FXSCK,Female,0,No,No,52.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),111.25,5916.45,1
+5493-SDRDQ,Male,0,No,No,2.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.1,113.35,1
+6286-SUUWT,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,19.95,0
+4819-HJPIW,Male,0,No,No,18.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.15,476.8,0
+8654-DHAOW,Female,0,No,No,2.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.15,101.65,0
+5438-QMDDL,Female,0,Yes,No,19.0,Yes,No,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Mailed check,59.8,1130.85,0
+9812-GHVRI,Female,0,No,No,40.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),83.85,3532.25,0
+5553-AOINX,Female,1,Yes,Yes,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.9,6891.45,0
+1228-ZLNBX,Male,0,No,No,21.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,75.3,1570.7,0
+4226-KKDON,Male,0,No,No,8.0,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,66.65,520.95,0
+3831-YCPUO,Female,0,Yes,Yes,72.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.5,7854.9,0
+7445-WMRBW,Female,0,No,No,48.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),73.85,3581.4,0
+3308-DGHKL,Male,0,No,No,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.3,1447.9,0
+9924-JPRMC,Male,0,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,118.2,8547.15,0
+0080-EMYVY,Female,0,No,No,14.0,Yes,No,DSL,No,Yes,No,No,No,No,One year,No,Credit card (automatic),51.45,727.85,0
+6218-KNUBD,Male,0,No,No,6.0,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,59.45,357.6,0
+7337-CINUD,Female,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.5,159.35,0
+7609-NRNCA,Female,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.55,280.85,0
+0623-EJQEG,Male,0,No,No,65.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,One year,No,Electronic check,93.55,6069.25,0
+7153-CHRBV,Female,0,Yes,Yes,57.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Mailed check,59.3,3274.35,0
+0871-URUWO,Male,0,Yes,No,13.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.25,1359.0,1
+9190-MFJLN,Male,1,No,No,19.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.9,1777.9,1
+6198-PNNSZ,Female,0,Yes,No,56.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),109.8,6109.65,0
+3317-VLGQT,Female,0,Yes,No,14.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.1,1122.4,0
+4132-POCZS,Male,0,Yes,No,52.0,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,39.9,2020.9,0
+5614-DNZCE,Female,0,No,No,58.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),64.9,3795.45,0
+1095-JUDTC,Female,1,No,No,47.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,95.05,4504.55,1
+3896-RCYYE,Female,0,No,No,67.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),53.4,3579.15,0
+9638-JIQYA,Male,0,No,No,2.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),24.9,49.7,0
+3258-SANFR,Male,1,No,No,6.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),44.7,276.5,0
+3726-TBHQT,Male,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.0,8175.9,0
+3190-ITQXP,Female,0,Yes,Yes,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.25,890.35,0
+0870-VEMYL,Female,0,No,No,5.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),53.85,259.8,1
+4833-QTJNO,Male,1,Yes,No,67.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),83.85,5588.8,0
+3039-MJSLN,Male,0,No,Yes,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.2,50.6,0
+0178-CIIKR,Female,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,58.0,0
+5385-SUIRI,Male,1,Yes,No,52.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.2,5568.35,1
+3982-XWFZQ,Female,0,Yes,No,42.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.25,2203.65,1
+5774-QPLTF,Male,0,Yes,Yes,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.35,938.95,0
+2322-VCZHZ,Male,1,Yes,No,23.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.0,2024.1,0
+5010-IPEAQ,Female,0,Yes,Yes,67.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),54.2,3623.95,0
+4009-ALQFH,Female,0,No,No,25.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.5,2369.05,1
+6383-ZTSIW,Female,1,Yes,No,39.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Mailed check,99.1,3877.95,0
+8990-YOZLV,Female,0,No,No,69.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,66.9,4577.9,0
+3069-SSVSN,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,One year,No,Mailed check,25.85,25.85,0
+5222-IMUKT,Male,0,No,No,32.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,91.05,2871.5,0
+3627-FCRDW,Female,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,71.0,672.55,1
+7562-GSUHK,Female,0,No,No,16.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),93.2,1573.7,1
+6685-XSHHU,Male,0,Yes,Yes,60.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.95,1270.55,0
+8901-UPRHR,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.2,7711.45,0
+4903-UYAVB,Male,0,Yes,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,126.05,1
+0118-JPNOY,Female,1,No,No,26.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.8,2193.65,0
+6776-TLWOI,Male,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,64.55,1
+3845-FXCYS,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.65,31.2,0
+5857-XRECV,Female,0,No,Yes,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,38.25,0
+0725-CXOTM,Female,0,No,No,36.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),89.65,3348.1,0
+4343-EJVQB,Male,0,No,No,7.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,74.35,533.6,0
+9000-PLFUZ,Female,1,Yes,No,60.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Two year,Yes,Credit card (automatic),49.45,2907.55,0
+3427-GGZZI,Female,0,Yes,No,19.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.1,1620.8,0
+7779-ORAEL,Male,1,Yes,No,45.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),75.15,3480.35,0
+0644-OQMDK,Male,1,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.65,293.85,0
+4077-CROMM,Female,0,Yes,Yes,31.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.2,3243.45,1
+3154-CFSZG,Male,0,Yes,Yes,47.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,90.05,4137.2,0
+2868-MZAGQ,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.25,79.25,1
+4847-QNOKA,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.9,44.9,1
+2220-IAHLS,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.4,19.4,0
+1658-XUHBX,Female,1,Yes,Yes,59.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),88.75,5348.65,0
+6379-RXJRQ,Male,0,Yes,No,10.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.1,659.65,1
+2378-HTWFW,Male,1,No,No,35.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Credit card (automatic),91.0,3180.5,0
+8650-RHRKE,Male,0,No,No,4.0,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,29.65,118.5,1
+4377-VDHYI,Male,0,Yes,Yes,32.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Electronic check,90.8,3023.85,0
+0475-RIJEP,Male,0,No,No,43.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,77.85,3365.85,1
+1260-TTRXI,Male,0,No,No,4.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,54.3,195.3,1
+3719-TDVQB,Female,1,Yes,No,54.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,18.95,1031.1,0
+6328-ZPBGN,Female,1,No,No,11.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.15,997.65,1
+0201-MIBOL,Female,1,No,No,66.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),102.4,6471.85,0
+4937-QPZPO,Male,0,Yes,Yes,61.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,99.9,6241.35,0
+2925-VDZHY,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.7,6501.35,0
+6981-TDRFT,Male,0,Yes,Yes,44.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,54.3,2317.1,0
+3413-CSSTH,Male,0,No,No,41.0,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.7,2237.55,0
+8033-VCZGH,Male,0,Yes,No,50.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.95,5231.3,0
+4789-KWMXN,Male,0,Yes,No,47.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),110.85,5275.8,1
+0224-NIJLP,Male,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,165.5,0
+7542-CYDDM,Male,0,No,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,358.5,0
+4718-WXBGI,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),91.95,6614.9,0
+2867-UIMSS,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.5,80.5,1
+8495-PRWFH,Female,1,No,No,42.0,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,55.65,2421.75,0
+0439-IFYUN,Female,1,No,No,18.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,1294.6,0
+5716-LIBJC,Female,0,No,Yes,13.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.15,1299.1,0
+2868-LLSKM,Female,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),83.65,5733.4,0
+8111-RKSPX,Male,0,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),72.2,305.55,1
+2988-QRAJY,Male,0,No,No,69.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),110.05,7430.75,0
+1585-MQSSU,Male,0,No,No,17.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,51.5,900.5,1
+0071-NDAFP,Male,0,Yes,Yes,25.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.5,630.6,0
+2856-NNASM,Male,1,No,No,43.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,89.55,3856.75,1
+7328-ZJAJO,Female,0,Yes,Yes,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,1222.65,0
+6458-CYIDZ,Female,1,No,No,5.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,80.7,374.8,0
+8559-CIZFV,Male,0,Yes,Yes,21.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Mailed check,77.5,1625.0,1
+1090-PYKCI,Female,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),105.1,7234.8,0
+3058-WQDRE,Male,0,No,No,13.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.15,331.85,0
+7547-EKNFS,Male,0,Yes,No,42.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),95.25,3959.35,1
+2279-AXJJK,Male,0,Yes,No,52.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),95.65,5088.4,0
+6769-DYBQN,Male,1,No,No,46.0,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.0,3969.4,1
+0909-SELIE,Male,0,Yes,No,61.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),80.8,4860.85,0
+3417-TSCIC,Male,0,No,No,29.0,No,No phone service,DSL,No,No,No,No,No,No,One year,Yes,Mailed check,24.85,788.05,0
+1042-HFUCW,Female,0,No,Yes,25.0,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),54.75,1266.35,0
+4439-JMPMT,Female,0,Yes,Yes,5.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,85.75,470.95,1
+6537-OTKMY,Male,0,No,No,15.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,No,Electronic check,50.75,688.2,0
+8999-EXMNO,Female,0,Yes,Yes,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,387.7,0
+6725-TPKJO,Male,0,No,No,44.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,845.25,0
+2446-BEGGB,Female,1,No,No,6.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.25,560.6,1
+7162-WPHPM,Male,0,Yes,Yes,58.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),71.6,4230.25,0
+1599-MMYRQ,Male,0,Yes,Yes,62.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),81.45,4983.05,0
+8821-KVZKQ,Female,0,Yes,Yes,70.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),58.4,4113.15,0
+1496-GGSUK,Female,1,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.7,25.7,1
+6434-TTGJP,Male,0,Yes,Yes,10.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),53.7,521.0,0
+0042-JVWOJ,Male,0,No,No,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.6,471.85,0
+0130-SXOUN,Male,0,No,No,66.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Credit card (automatic),89.4,5976.9,0
+2575-GFSOE,Female,0,Yes,Yes,7.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.0,506.9,1
+2330-PQGDQ,Male,0,Yes,Yes,51.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),84.2,4299.75,0
+1452-UZOSF,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),106.1,7548.6,0
+2097-YVPKN,Male,0,No,No,65.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,1654.75,0
+2842-JTCCU,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),46.05,80.35,1
+8597-CTXVJ,Male,0,No,Yes,70.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),64.95,4551.5,0
+6631-HMANX,Male,0,Yes,No,72.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.45,6227.5,0
+9962-BFPDU,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,0
+3296-SILRA,Female,1,Yes,No,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,76.4,76.4,1
+9681-OXGVC,Female,0,No,No,5.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.5,514.0,1
+6394-HHHZM,Male,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.7,57.5,0
+5995-LFTLE,Male,0,No,No,58.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,1474.35,0
+5180-UCIIQ,Male,1,Yes,Yes,22.0,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Mailed check,40.05,880.2,1
+1932-UEDCX,Male,1,Yes,No,33.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.6,3270.25,0
+7153-OANIO,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.95,69.95,1
+5188-HGMLP,Male,1,Yes,No,54.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.0,3919.15,0
+0665-XHDJU,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Electronic check,99.4,7285.7,0
+6521-YYTYI,Male,0,No,Yes,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.3,93.3,1
+8878-HMWBV,Male,0,No,No,3.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,49.15,169.05,1
+8265-HKSOW,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),107.45,7658.3,0
+3544-FBCAS,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),83.6,5959.3,0
+5331-RGMTT,Male,1,Yes,No,54.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.05,5295.7,0
+4759-PXTAN,Female,0,Yes,No,59.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,80.1,4693.2,0
+7054-DMVAS,Male,0,No,No,54.0,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Two year,Yes,Bank transfer (automatic),65.3,3512.9,0
+3428-MMGUB,Male,0,No,No,60.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Two year,Yes,Electronic check,89.55,5231.2,0
+6549-BTYPG,Female,0,Yes,No,60.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),60.8,3603.45,0
+7823-JSOAG,Male,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,74.5,217.45,0
+3705-RHRFR,Female,0,Yes,No,69.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),99.15,6875.35,0
+9374-YOLBJ,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.25,19.25,0
+9074-KGVOX,Male,0,Yes,Yes,50.0,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),39.45,2021.35,0
+6128-DAFVY,Female,0,No,No,56.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),44.85,2564.95,0
+9933-QRGTX,Female,0,Yes,No,60.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,97.2,5611.75,0
+4476-OSWTN,Male,1,Yes,No,69.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,110.55,7610.1,0
+3751-KTZEL,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,35.05,35.05,1
+1977-STDKI,Female,1,No,No,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.0,73.0,1
+5066-GFJMM,Female,0,Yes,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,45.75,0
+2661-GKBTK,Male,0,Yes,Yes,60.0,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),76.95,4543.95,0
+0458-HEUZG,Female,0,No,No,13.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,Two year,No,Mailed check,35.4,450.4,0
+7268-WNTCP,Male,0,Yes,Yes,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.45,1297.35,0
+0824-VWDPO,Female,0,No,No,45.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Bank transfer (automatic),96.75,4442.75,0
+8409-WQJUX,Female,0,No,No,25.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,54.2,1423.15,0
+2578-JQPHZ,Male,0,No,No,44.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),100.1,4378.35,0
+3278-FSIXX,Female,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.25,74.2,0
+5813-UECBU,Male,1,No,No,33.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),83.85,2716.3,1
+0328-GRPMV,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.1,70.1,1
+9746-UGFAC,Female,0,No,No,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.85,450.65,0
+2946-KIQSP,Female,0,No,No,35.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,33.45,1175.85,0
+0625-AFOHS,Female,0,Yes,Yes,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,558.8,0
+6726-WEXXK,Male,1,Yes,No,27.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Electronic check,85.9,2220.1,0
+4636-OLWOE,Male,0,No,Yes,54.0,Yes,No,DSL,No,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,61.0,3283.05,0
+4342-HENTK,Female,1,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.65,142.35,1
+4685-ERGHK,Male,0,No,No,57.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,Yes,Electronic check,86.9,4939.25,0
+0885-HMGPY,Male,0,No,No,62.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),69.4,4237.5,0
+5003-OKNNK,Female,0,Yes,Yes,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.35,335.95,0
+4195-SMMNX,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,33.2,1
+7208-PSIHR,Female,0,Yes,No,70.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.3,7188.5,0
+4012-ZTHBR,Female,0,Yes,Yes,21.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.95,926.25,0
+0489-WMEMG,Female,0,No,Yes,23.0,Yes,No,DSL,No,No,No,Yes,No,No,One year,Yes,Electronic check,49.45,1119.35,0
+7435-ZNUYY,Male,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.6,116.6,0
+1354-YZFNB,Male,0,Yes,Yes,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,68.8,0
+6956-SMUCM,Female,0,No,No,3.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.0,287.4,1
+2985-FMWYF,Female,0,No,No,23.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.5,2341.55,0
+2812-ENYMO,Male,0,No,No,26.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Credit card (automatic),54.55,1362.85,0
+2717-HVIZY,Female,0,No,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,163.6,0
+3223-WZWJM,Male,0,No,No,26.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.95,2254.2,1
+3422-GALYP,Male,0,No,No,2.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.45,145.15,0
+9053-JZFKV,Male,0,No,No,67.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),116.2,7752.3,1
+2530-ENDWQ,Female,0,Yes,No,71.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),93.7,6585.35,1
+2890-WFBHU,Female,0,No,No,59.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),79.85,4786.1,0
+0327-WFZSY,Male,0,Yes,Yes,39.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Electronic check,100.0,3835.55,0
+7977-HXJKU,Male,0,No,Yes,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,397.0,0
+6615-ZGEDR,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,19.7,1
+7033-CLAMM,Female,0,Yes,Yes,48.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1027.25,0
+4023-RTIQM,Female,1,Yes,No,31.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),50.4,1580.1,0
+0864-FVJNJ,Female,0,Yes,Yes,64.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,113.35,7222.75,0
+7356-IWLFW,Male,0,Yes,Yes,46.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.0,3769.7,0
+9541-PWTWO,Female,0,No,No,52.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.95,4233.95,0
+3967-VQOGC,Female,0,Yes,Yes,67.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.9,1680.25,0
+7872-RDDLZ,Female,1,No,No,67.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.9,3725.5,0
+9250-WYPLL,Female,0,No,No,5.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.55,413.65,1
+6308-CQRBU,Female,0,Yes,No,71.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,109.25,7707.7,0
+2754-XBHTB,Female,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),77.65,714.15,1
+1597-LHYNC,Female,1,No,No,26.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,95.0,2497.2,1
+0186-CAERR,Male,0,No,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),116.3,8309.55,0
+3043-SUDUA,Female,0,No,No,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.9,601.55,0
+5442-BHQNG,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.35,139.25,0
+2169-RRLFW,Female,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.6,1888.25,0
+5872-OEQNH,Female,0,No,No,60.0,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,One year,Yes,Electronic check,44.45,2773.9,0
+3162-KKZXO,Female,1,No,No,55.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,100.15,5409.75,0
+7055-VKGDA,Male,0,No,No,54.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.4,5643.4,1
+0754-UKWQP,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.85,197.7,1
+8873-GLDMH,Female,0,No,No,6.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,73.85,401.3,0
+5696-JVVQY,Female,0,Yes,Yes,48.0,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),70.1,3238.4,0
+8946-BFWSG,Male,0,Yes,Yes,63.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,1573.05,0
+7493-TPUWZ,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.15,79.15,1
+0547-HURJB,Male,0,No,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.05,235.8,0
+8904-OPDCK,Male,1,Yes,No,54.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),24.95,1364.75,0
+8845-LWKGE,Female,0,Yes,Yes,30.0,Yes,No,DSL,No,No,Yes,Yes,Yes,No,One year,Yes,Electronic check,64.5,1985.15,0
+1577-HKTFG,Female,0,Yes,No,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.65,655.85,1
+8752-STIVR,Female,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.0,303.15,1
+0691-NIKRI,Female,0,No,No,40.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.95,4335.2,0
+5022-JNQEQ,Female,0,Yes,Yes,9.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,75.85,647.5,0
+4558-FANTW,Female,0,Yes,Yes,17.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,91.85,1574.45,1
+3249-VHRIP,Female,0,No,No,62.0,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),43.6,2748.7,0
+3736-BLEPA,Male,0,No,No,28.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),91.25,2483.65,0
+4701-LKOZD,Female,0,No,No,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.75,6367.2,0
+6603-QWSPR,Female,0,No,No,46.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.4,4904.2,0
+9921-QFQUL,Female,0,Yes,No,23.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,90.15,2044.95,0
+1929-ZCBHE,Male,0,Yes,Yes,47.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,No,Electronic check,40.3,1794.8,0
+4378-MYPGO,Male,0,Yes,Yes,68.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.25,7173.15,0
+8651-ENBZX,Female,1,No,No,60.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,106.0,6441.4,1
+4129-LYCOI,Female,0,No,Yes,67.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,104.0,7039.05,0
+7798-JVXYM,Female,0,No,No,14.0,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,69.65,921.4,0
+8647-SDTWQ,Male,0,Yes,Yes,57.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.3,4018.35,0
+2696-ECXKC,Female,0,Yes,Yes,55.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,No,Mailed check,100.9,5448.6,0
+2081-KJSQF,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,0
+7623-TRNQN,Male,0,No,Yes,1.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,49.9,49.9,1
+3323-CPBWR,Male,0,No,No,23.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),96.9,2085.45,0
+9330-IJWIO,Female,0,No,No,13.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.35,1358.85,1
+3384-CTMSF,Male,0,Yes,No,47.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.1,5135.15,0
+0902-RFHOF,Male,0,No,No,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,730.1,0
+9286-DOJGF,Female,1,Yes,No,38.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.95,2869.85,1
+6048-QBXKL,Female,1,No,No,2.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),56.55,118.25,0
+9661-MHUMO,Male,1,Yes,Yes,1.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),49.25,49.25,1
+7718-RXDGG,Male,0,Yes,No,15.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),68.6,1108.6,0
+1025-FALIX,Female,0,No,No,26.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.05,1815.65,0
+3451-VAWLI,Female,0,Yes,Yes,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,730.4,0
+3407-QGWLG,Male,0,No,Yes,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,75.45,0
+1842-EZJMK,Male,0,Yes,Yes,50.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,103.7,5071.05,1
+2347-WKKAE,Male,0,Yes,No,42.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.4,4014.6,0
+8735-DCXNF,Male,0,Yes,No,10.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),54.95,568.85,0
+3214-IYUUQ,Female,0,Yes,No,61.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,No,Bank transfer (automatic),93.7,5860.7,0
+1936-UAFEH,Female,0,No,No,68.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),110.25,7279.35,0
+3587-PMCOY,Male,0,No,No,10.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,98.9,1064.95,0
+8079-XRJRS,Male,0,Yes,No,65.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Electronic check,89.75,5769.6,1
+1027-LKKQQ,Female,0,Yes,Yes,72.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.45,5886.85,0
+7148-XZPHA,Male,0,Yes,Yes,55.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,79.4,4238.45,0
+8073-IJDCM,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,20.3,1
+5309-TAIKL,Female,0,No,No,7.0,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),62.8,418.3,0
+6856-RAURS,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.9,136.05,0
+8778-LMWTJ,Female,0,No,No,9.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.85,708.2,0
+9717-IOAAF,Male,0,No,Yes,27.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.85,788.55,0
+8884-ADFVN,Male,1,Yes,No,7.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.95,700.85,1
+2845-KDHVX,Female,0,Yes,No,64.0,Yes,No,DSL,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,68.3,4378.8,0
+0848-SOMKO,Male,0,No,No,70.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),48.4,3442.8,0
+2720-WGKHP,Male,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.0,181.7,1
+6734-FQAJX,Male,1,No,No,67.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,105.05,7171.7,0
+2869-ADAWR,Female,0,No,No,45.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.3,4016.85,1
+1535-VTJOQ,Female,0,No,No,24.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,553.0,0
+6368-TZZDT,Male,0,Yes,Yes,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,96.85,0
+0943-ZQPXH,Male,0,Yes,Yes,44.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),92.95,4122.9,0
+1293-BSEUN,Female,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.7,1482.3,0
+9894-EZEWG,Female,0,No,No,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.3,74.3,1
+1302-TPUBN,Male,0,No,No,66.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1240.8,0
+7851-FLGGQ,Male,0,No,No,1.0,No,No phone service,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,44.65,44.65,1
+0637-UBJRP,Male,0,Yes,Yes,13.0,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Electronic check,84.05,1095.3,1
+0940-OUQEC,Male,0,No,No,10.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.7,788.8,1
+2378-VTKDH,Male,1,Yes,No,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.35,6578.55,0
+0927-CNGRH,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,0
+8608-OZTLB,Male,0,Yes,Yes,38.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Electronic check,74.05,2802.3,0
+2335-GSODA,Male,0,No,Yes,23.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,40.1,857.75,0
+1952-DVVSW,Female,0,Yes,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,184.4,0
+0702-PGIBZ,Male,0,No,Yes,4.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.7,364.55,1
+6656-GULJQ,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.55,6093.3,0
+9853-JFZDU,Female,0,Yes,No,35.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,56.85,1861.1,0
+1963-VAUKV,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,1
+3777-XROBG,Female,0,Yes,Yes,58.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,1079.65,0
+6994-FGRHH,Male,0,Yes,Yes,70.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,106.15,7475.1,0
+4000-VGMQP,Male,0,Yes,Yes,38.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),78.95,2862.55,0
+3999-WRNGR,Female,0,Yes,Yes,60.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.75,3069.45,0
+3466-RITXD,Male,0,No,No,26.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),92.4,2349.8,0
+2680-XKKNJ,Female,0,No,No,8.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),58.2,469.25,0
+3058-HJCUY,Male,0,Yes,Yes,41.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,102.6,4213.35,1
+2974-GGUXS,Female,1,Yes,No,36.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),91.95,3301.05,0
+7994-XIRTR,Male,1,No,No,54.0,Yes,No,DSL,No,No,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),65.25,3529.95,0
+3259-FDWOY,Male,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),106.0,7723.7,1
+2101-RANCD,Female,0,No,No,55.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.1,4144.9,0
+7921-BEPCI,Female,0,No,No,72.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Two year,No,Bank transfer (automatic),59.75,4265.0,0
+0807-ZABDG,Female,0,No,Yes,3.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,55.1,154.65,1
+8510-TMWYB,Female,0,Yes,Yes,54.0,Yes,Yes,DSL,No,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),59.8,3246.45,0
+3258-ZKPAI,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.6,8337.45,0
+1428-IEDPR,Male,0,No,No,52.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.3,5731.4,0
+5298-GSTLM,Female,1,No,No,60.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),101.4,6176.6,0
+4450-YOOHP,Female,0,No,No,39.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.65,1905.4,0
+6728-CZFEI,Female,0,No,No,15.0,Yes,No,DSL,No,No,No,No,Yes,No,One year,No,Mailed check,56.15,931.9,0
+5748-RNCJT,Male,0,No,No,69.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),106.5,7348.8,1
+3653-NCRDJ,Male,0,Yes,Yes,43.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.2,776.25,0
+6121-TNHBO,Female,1,No,No,63.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),83.0,5243.05,0
+5119-NZPTV,Male,1,Yes,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.1,141.65,0
+6519-ZHPXP,Female,0,Yes,Yes,72.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.3,7679.65,0
+7739-LAXOG,Female,0,Yes,Yes,32.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),91.05,2954.5,1
+3472-QPRCH,Male,0,Yes,Yes,40.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,1006.9,0
+8224-UAXBZ,Female,0,Yes,No,58.0,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,One year,Yes,Electronic check,45.35,2540.1,0
+9610-WCESF,Male,0,No,No,67.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,No,Electronic check,43.9,3097.2,0
+9776-CLUJA,Female,1,Yes,No,51.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,77.5,3807.35,1
+2486-WYVVE,Male,0,Yes,No,31.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,79.3,2484.0,0
+3865-ZYKAD,Male,1,Yes,No,69.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),84.9,5785.65,0
+1422-DGUBX,Male,0,Yes,No,32.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,Yes,Electronic check,79.25,2619.15,0
+2999-AANRQ,Female,0,No,No,21.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),71.05,1524.85,0
+8668-KNZTI,Male,0,No,No,52.0,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Electronic check,53.75,2790.65,0
+0480-KYJVA,Female,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.25,1784.5,0
+6034-ZRYCV,Female,0,Yes,No,72.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,54.2,3937.45,1
+9746-YKGXB,Male,0,Yes,Yes,52.0,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,One year,No,Bank transfer (automatic),44.25,2276.1,0
+3926-YZVVX,Female,0,No,No,41.0,Yes,No,DSL,No,No,No,Yes,No,No,One year,No,Bank transfer (automatic),50.05,2029.05,0
+6000-UKLWI,Male,0,No,No,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,802.35,0
+2079-FBMZK,Female,0,No,No,6.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.25,418.4,1
+6332-FBZRI,Male,0,Yes,Yes,67.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),69.35,4653.25,0
+2096-XOTMO,Female,0,Yes,Yes,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,275.9,0
+3266-FTKHB,Male,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.15,343.45,0
+8221-EQDGL,Male,0,Yes,No,35.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,61.0,2130.45,0
+2346-LOCWC,Female,0,Yes,Yes,58.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1191.4,0
+6608-QQLVK,Male,0,No,No,1.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,50.5,50.5,1
+0298-XACET,Male,0,Yes,Yes,52.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,50.2,2554.0,0
+7560-QJAVJ,Female,0,No,No,70.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),79.6,5589.45,0
+2995-YWTCD,Female,0,Yes,Yes,19.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.9,467.7,0
+3551-HUAZH,Male,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,74.4,1
+9137-UIYPG,Female,0,Yes,Yes,35.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.9,3756.45,0
+2809-ZMYOQ,Female,0,No,No,32.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,3334.9,0
+5084-OOVCJ,Female,0,Yes,Yes,17.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),55.35,920.5,0
+0254-WWRKD,Female,0,Yes,Yes,67.0,Yes,No,DSL,No,Yes,No,No,No,No,One year,No,Credit card (automatic),50.55,3431.75,0
+7727-SHVZV,Female,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,150.35,0
+6302-JGYRJ,Male,0,No,Yes,31.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Mailed check,79.45,2587.7,1
+5339-PXDVH,Male,0,No,No,4.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,90.65,367.95,0
+2205-LPVGL,Male,1,Yes,Yes,58.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),89.85,5125.75,0
+8782-NUUOL,Male,0,No,No,60.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,79.0,4801.1,0
+3685-YLCMQ,Male,0,No,No,58.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,104.65,6219.6,1
+7601-WFVZV,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,0
+4609-KNNWG,Female,0,Yes,Yes,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,550.1,0
+4868-AADLV,Male,1,Yes,Yes,66.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,116.25,7862.25,0
+9529-OFXHY,Male,0,No,No,15.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),87.75,1242.2,0
+8634-MPHTR,Male,1,Yes,No,47.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,4871.05,1
+2669-QVCRG,Female,0,No,No,41.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),81.3,3190.65,0
+2478-EEWWM,Male,0,Yes,No,59.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.3,2666.75,0
+9174-IHETN,Female,0,No,Yes,50.0,Yes,No,Fiber optic,No,No,No,No,No,No,Two year,No,Credit card (automatic),70.35,3533.6,0
+2233-TXSIU,Male,0,Yes,Yes,17.0,No,No phone service,DSL,Yes,No,Yes,No,Yes,No,One year,No,Credit card (automatic),44.45,792.15,0
+9644-UMGQA,Male,0,Yes,Yes,6.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.15,295.65,0
+3256-EZDBI,Male,1,Yes,No,51.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),29.45,1459.35,0
+8761-NSOBC,Male,0,No,No,44.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,100.55,4398.15,1
+0419-YAAPX,Male,0,Yes,No,49.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.3,4297.95,0
+8413-VONUO,Male,0,No,No,2.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,95.65,167.3,1
+0872-CASZJ,Male,0,Yes,No,59.0,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Mailed check,69.1,4096.9,0
+4726-DLWQN,Male,1,No,No,50.0,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),70.35,3454.6,0
+8164-OCKUJ,Female,0,Yes,Yes,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.6,1286.0,0
+3094-JOJAI,Male,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,74.15,1387.0,0
+9494-MRNYX,Male,0,No,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.05,786.3,0
+2599-CZABP,Male,0,Yes,No,14.0,Yes,No,DSL,No,No,No,No,No,No,One year,No,Electronic check,44.6,641.25,0
+7945-PRBVF,Male,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.45,705.45,0
+4544-RXFMG,Male,0,Yes,Yes,8.0,Yes,No,DSL,No,No,No,No,No,No,One year,Yes,Mailed check,43.45,345.5,0
+0859-YGKFW,Male,0,Yes,Yes,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.05,345.9,0
+1150-FTQGN,Female,0,Yes,Yes,60.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,No,Bank transfer (automatic),94.15,5811.8,0
+9223-UCPVT,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,94.4,94.4,1
+7196-LIWRH,Female,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,124.45,0
+5448-VWNAM,Female,0,No,Yes,19.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,75.9,1375.6,0
+1177-XZBJL,Male,0,Yes,Yes,53.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),64.15,3491.55,0
+3518-FSTWG,Male,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.55,7920.7,0
+9330-VOFSZ,Female,0,Yes,No,60.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,6640.7,0
+4351-QLCSU,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),55.0,55.0,1
+0939-EREMR,Female,0,No,Yes,13.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,53.45,718.1,0
+9389-ACWBI,Female,0,Yes,Yes,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),69.95,320.4,0
+5419-JPRRN,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.45,101.45,1
+3644-QXEHN,Male,0,Yes,Yes,13.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,97.0,1334.45,0
+2911-IJORQ,Male,0,No,No,37.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),90.6,3358.65,0
+5921-NGYRH,Male,0,Yes,No,64.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,73.55,4764.0,0
+2100-BDNSN,Female,0,Yes,No,5.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),67.95,350.3,1
+5998-DZLYR,Female,0,Yes,No,61.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),94.35,5703.0,0
+0488-GSLFR,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.5,69.5,1
+9318-NKNFC,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.85,18.85,1
+3985-HOYPM,Male,0,No,No,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.4,525.55,0
+9728-FTTVZ,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.2,69.2,1
+9548-LERKT,Male,0,Yes,No,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,483.15,0
+6576-FBXOJ,Male,0,Yes,No,17.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,54.6,934.8,0
+4310-KEDTB,Female,0,No,Yes,26.0,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,29.8,786.5,0
+7254-IQWOZ,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,1
+2474-BRUCM,Male,1,Yes,No,40.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,101.85,4086.3,1
+4062-HBMOS,Male,0,No,No,52.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.05,5364.8,0
+0742-NXBGR,Female,0,No,No,1.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,82.3,82.3,1
+2676-ISHSF,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,20.3,0
+9236-NDUCW,Female,0,No,No,21.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Mailed check,35.1,770.4,0
+4753-PADAS,Female,0,Yes,No,67.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.7,6816.95,0
+6103-QCKFX,Female,0,Yes,Yes,44.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),56.25,2419.55,0
+7781-EWARA,Male,0,Yes,Yes,70.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,60.35,4138.7,0
+6110-OHIHY,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,79.25,267.6,1
+7018-FPXHH,Male,0,Yes,Yes,56.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),59.8,3457.45,0
+5889-LFOLL,Female,0,No,No,13.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.6,1115.2,1
+5708-EVONK,Female,0,Yes,Yes,58.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),93.4,5435.6,1
+8708-XPXHZ,Female,0,Yes,Yes,42.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,4186.3,1
+0616-ATFGB,Male,1,Yes,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.05,25.05,1
+0572-ZJKLT,Female,0,Yes,Yes,46.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,99.65,4630.2,0
+5135-RDDQL,Female,0,Yes,Yes,63.0,Yes,No,DSL,Yes,No,No,No,No,No,Two year,Yes,Bank transfer (automatic),50.65,3221.25,0
+1353-LJWEM,Male,0,No,No,11.0,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,60.9,688.5,0
+1794-SWWKL,Male,0,Yes,Yes,15.0,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),59.65,867.1,0
+6166-YIPFO,Male,0,Yes,No,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,64.7,4746.05,0
+7016-BPGEU,Female,0,No,No,29.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.1,712.85,1
+6876-ADESB,Male,0,No,Yes,1.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,48.95,48.95,1
+9332-GYWLO,Female,0,Yes,Yes,6.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,54.85,355.1,0
+1963-SVUCV,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.3,45.3,1
+4184-VODJZ,Male,0,Yes,Yes,63.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,Yes,Electronic check,91.35,5764.7,0
+0220-EBGCE,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,85.85,167.3,1
+1092-WPIVQ,Female,0,Yes,Yes,18.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.1,428.45,0
+7233-IOQNP,Female,0,Yes,No,43.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),34.0,1505.35,0
+2834-JKOOW,Female,0,No,No,15.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Mailed check,45.9,693.45,0
+2754-VDLTR,Male,0,No,Yes,10.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,95.2,930.4,1
+2400-FEQME,Male,0,Yes,Yes,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,1177.95,0
+3190-XFANI,Male,0,No,Yes,49.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),100.6,5069.65,1
+7551-DACSP,Male,0,Yes,Yes,6.0,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.3,324.25,1
+4957-SREEC,Male,0,Yes,Yes,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.35,1458.1,0
+7235-NXZCP,Male,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.85,156.4,1
+0230-UBYPQ,Male,1,Yes,No,63.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),36.1,2298.9,0
+4923-ADWXJ,Female,0,No,No,25.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),65.8,1679.65,0
+1763-KUAAW,Female,1,No,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.35,369.6,0
+1104-TNLZA,Male,1,Yes,No,28.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.8,2998.0,0
+5195-KPUNQ,Female,1,No,No,53.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,96.75,5206.55,0
+0520-FDVVT,Male,0,No,No,35.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),102.35,3626.1,1
+3439-GVUSX,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.4,24.4,0
+1444-VVSGW,Male,0,Yes,No,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),115.65,7968.85,1
+5712-PTIWW,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,79.85,152.45,1
+5949-HGVJL,Female,0,Yes,No,26.0,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,73.05,1959.5,0
+5203-XEHAX,Female,0,No,No,34.0,Yes,No,DSL,Yes,Yes,No,No,No,Yes,One year,No,Electronic check,64.35,2053.05,0
+1635-HDGFT,Female,0,No,Yes,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,398.55,0
+3315-TOTBP,Male,0,No,No,15.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,76.0,1130.85,1
+8050-XGRVL,Female,0,Yes,Yes,62.0,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),54.75,3425.35,0
+6661-HBGWL,Female,1,No,No,42.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.75,4323.45,1
+1518-VOWAV,Female,0,No,No,9.0,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,74.65,703.55,1
+9828-QHFBK,Male,0,No,No,24.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,51.15,1275.7,0
+3908-MKIMJ,Male,1,Yes,No,68.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Electronic check,41.95,2965.75,0
+5012-YSPJJ,Male,0,Yes,Yes,31.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,54.35,1647.0,0
+5909-ECHUI,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,56.25,56.25,1
+1309-BXVOQ,Male,0,Yes,No,21.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.1,2249.95,1
+6728-VOIFY,Female,0,Yes,No,63.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,96.0,6109.75,0
+9317-WZPGV,Female,1,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),79.75,159.4,1
+4891-NLUBA,Female,0,Yes,Yes,61.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),61.45,3751.15,0
+2856-HYAPG,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,68.65,68.65,1
+8969-PRHFK,Male,0,No,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,411.25,0
+0661-KQHNK,Female,0,Yes,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.0,105.5,0
+8709-KRDVL,Female,0,No,No,33.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.0,3320.6,0
+4488-PSYCG,Male,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.25,327.45,1
+1427-VERSM,Female,0,Yes,No,56.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,5669.5,0
+9801-NOSHQ,Male,0,No,Yes,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,465.45,0
+6339-YPSAH,Male,0,No,No,9.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,73.8,704.3,0
+3621-CEOVK,Female,1,Yes,No,14.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,1369.8,1
+6906-ANDWJ,Male,0,Yes,Yes,15.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,1107.25,1
+2159-TURXX,Male,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.05,95.55,0
+1548-FEHVL,Male,0,Yes,No,61.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.2,6375.2,0
+3795-CAWEX,Male,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.55,8152.3,0
+6215-NQCPY,Male,0,No,No,15.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.7,1566.75,0
+5647-URDKA,Male,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,130.25,0
+2229-DPMBI,Female,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.5,162.15,0
+9626-WEQRM,Female,0,No,No,4.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,29.15,110.05,0
+2188-SXWVT,Female,0,No,No,34.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,55.0,1885.15,0
+6258-PVZWJ,Male,0,Yes,No,68.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.8,6302.85,0
+1094-BKOSX,Female,0,Yes,Yes,45.0,No,No phone service,DSL,No,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),51.0,2264.5,0
+6969-MVBAI,Female,1,No,No,9.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,90.1,816.8,0
+2978-XXSOG,Female,0,No,No,22.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,59.05,1253.5,0
+2342-CKIAO,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,41.2,0
+6953-PBDIN,Male,0,Yes,No,70.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),72.95,5265.55,0
+3898-BSJYF,Female,0,No,Yes,10.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),73.55,693.3,0
+3938-YFPXD,Male,0,No,No,72.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.3,5997.1,0
+7696-AMHOD,Female,0,Yes,Yes,49.0,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),78.0,3824.2,0
+2453-SAFNS,Female,1,No,No,54.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,No,Mailed check,72.1,3886.05,0
+9558-IHEZX,Female,0,No,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),106.75,7283.25,0
+9617-UDPEU,Female,0,No,No,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.25,412.55,0
+6340-DACFT,Female,0,Yes,Yes,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1070.25,0
+4955-VCWBI,Female,0,Yes,Yes,43.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.0,817.95,0
+6813-GZQCG,Female,0,Yes,Yes,45.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.65,1171.3,0
+7426-GSWPO,Male,1,No,No,64.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.5,6548.65,0
+3389-KTRXV,Female,0,Yes,Yes,23.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.85,625.65,0
+3118-UHVVQ,Female,0,Yes,No,68.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.8,1911.5,0
+1031-IIDEO,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.85,70.85,1
+5832-XKAES,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.8,134.7,1
+3205-MXZRA,Male,0,No,No,26.0,Yes,No,DSL,No,No,No,Yes,Yes,No,One year,No,Credit card (automatic),59.45,1507.0,0
+4701-AHWMW,Male,0,Yes,No,55.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),54.55,2978.3,1
+8317-BVKSO,Male,0,No,No,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.05,299.3,0
+5702-KVQRD,Male,0,Yes,No,71.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,82.55,5832.65,0
+0083-PIVIK,Male,0,No,No,64.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Electronic check,81.25,5567.55,0
+9210-IAHGH,Female,0,No,No,7.0,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),70.75,450.8,1
+6169-PGNCD,Female,0,No,No,57.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),74.3,4166.35,0
+0023-XUOPT,Female,0,Yes,No,13.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Electronic check,94.1,1215.6,1
+4592-IWTJI,Female,0,Yes,Yes,3.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),29.7,91.7,1
+4909-JOUPP,Male,1,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),109.7,7898.45,0
+4657-FWVFY,Female,0,Yes,Yes,40.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),96.35,3915.4,0
+2257-BOVXD,Male,0,Yes,No,14.0,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),66.6,979.5,0
+7729-JTEEC,Male,0,Yes,Yes,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.5,90.05,0
+7632-MNYOY,Male,1,No,No,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),110.9,7432.05,1
+6518-LGAOV,Female,0,Yes,No,38.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.0,4026.4,1
+7242-QZLXF,Male,0,No,Yes,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.3,25.3,1
+4576-CSAJH,Male,0,No,No,22.0,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),55.15,1193.05,1
+1000-AJSLD,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.1,20.1,1
+9696-RMYBA,Male,0,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,80.1,398.55,0
+8690-UPCZI,Male,0,Yes,Yes,29.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,One year,No,Bank transfer (automatic),69.05,1958.45,0
+1062-LHZOD,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.9,69.9,1
+9770-LXDBK,Female,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,63.15,0
+4086-WITJG,Male,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1301.1,0
+8344-WFMFH,Male,0,No,Yes,9.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,50.1,484.05,0
+9600-NAXZN,Male,0,No,No,43.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.4,4528.0,1
+8822-KNBHV,Female,0,No,No,48.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),83.45,3887.85,0
+8404-FYDIB,Male,0,No,No,26.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),86.65,2208.75,0
+2791-SFVEW,Female,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,238.15,0
+6457-USBER,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.8,80.8,1
+6762-NSODU,Female,0,Yes,Yes,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,958.15,0
+4662-EKDPQ,Male,0,No,No,2.0,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),62.05,118.3,1
+9248-OJYKK,Male,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.45,76.45,1
+9888-ZCUMM,Male,0,Yes,Yes,64.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.05,3845.45,0
+3398-FSHON,Female,1,No,No,12.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.3,1094.5,1
+3319-DWOEP,Male,1,Yes,No,6.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.75,573.75,1
+1074-WVEVG,Female,0,Yes,No,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,1267.0,0
+9979-RGMZT,Female,0,No,No,7.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,94.05,633.45,0
+6437-UDQJM,Female,1,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),84.1,6129.65,0
+1226-IENZN,Male,1,No,No,16.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.75,1218.25,0
+2108-GLPQB,Male,0,Yes,No,25.0,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),55.55,1405.3,0
+9259-PACGQ,Female,0,Yes,No,34.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,62.65,2274.9,1
+4415-IJZTP,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,74.5,1
+1465-VINDH,Female,0,Yes,Yes,10.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.1,1068.85,1
+5474-LAMUQ,Male,0,Yes,No,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,533.9,0
+3468-DRVQJ,Female,0,Yes,Yes,10.0,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,One year,No,Electronic check,70.3,676.15,0
+1122-YJBCS,Male,0,Yes,No,69.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),53.65,3804.4,0
+4990-ALDGW,Male,0,No,No,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,1118.8,0
+4816-OKWNX,Male,0,Yes,Yes,50.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.4,5236.4,0
+3315-IKYZQ,Male,0,Yes,Yes,28.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Mailed check,50.8,1386.8,0
+2810-FTLEM,Female,0,No,No,16.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.15,762.25,1
+4747-LCAQL,Male,0,No,No,25.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,79.0,1902.0,0
+3411-WLRSQ,Female,1,Yes,No,3.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.6,239.05,0
+0898-XCGTF,Male,0,Yes,No,61.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),96.5,5673.7,0
+8006-PYCSW,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,39.8,0
+8249-THVEC,Male,0,Yes,Yes,51.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.4,997.75,0
+8722-PRFDV,Female,0,Yes,Yes,71.0,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),77.55,5574.35,0
+2164-SOQXL,Female,0,Yes,Yes,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,406.05,0
+4020-KIUDI,Male,0,Yes,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.85,138.85,0
+5850-BDWCY,Female,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,123.65,0
+2038-YSEZE,Female,0,No,No,29.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,67.45,1801.1,0
+0827-ITJPH,Male,0,No,No,36.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),18.55,689.0,0
+8799-OXZMD,Female,0,No,No,28.0,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,29.75,790.7,0
+1925-TIBLE,Female,0,Yes,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.5,582.5,1
+1705-GUHPV,Female,0,No,No,63.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.2,1618.2,0
+4779-ZGICK,Male,0,Yes,Yes,48.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.55,1173.35,0
+0048-PIHNL,Female,0,Yes,No,49.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.45,900.9,0
+0818-OCPZO,Male,1,No,No,27.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.45,2122.05,1
+3967-KXAPS,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),92.3,6719.9,0
+1447-GIQMR,Male,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.15,69.15,1
+3704-IEAXF,Female,0,Yes,Yes,72.0,No,No phone service,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),53.65,3784.0,0
+6810-VCAEX,Female,0,No,No,47.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),39.65,1798.65,0
+0674-EYYZV,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,54.65,54.65,0
+4480-MBMLB,Female,0,No,No,36.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.8,3886.45,0
+1395-OFUWC,Male,0,Yes,Yes,43.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),29.3,1224.05,0
+0822-QGCXA,Female,1,Yes,No,27.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,83.85,2310.2,0
+0872-NXJYS,Female,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.55,723.4,1
+2832-KJCRD,Female,0,No,No,38.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.65,3988.5,0
+3588-WSTTJ,Female,1,No,No,35.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.05,3554.6,0
+5090-EMGTC,Female,0,Yes,No,59.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,100.05,6034.85,0
+2346-CZYIL,Male,0,No,No,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.35,531.6,0
+3798-EPWRR,Female,1,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,43.95,85.1,0
+6258-NGCNG,Male,0,No,No,7.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,23.5,173.0,0
+4186-ZBUEW,Female,0,No,No,36.0,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,70.7,2511.95,0
+5274-XHAKY,Female,0,Yes,Yes,41.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),94.3,3893.6,0
+1442-BQPVU,Female,0,No,No,13.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,29.15,357.15,0
+3978-YNKDD,Male,0,No,Yes,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.85,467.5,0
+4940-KHCWD,Female,0,Yes,No,60.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),37.7,2288.7,0
+9412-ARGBX,Female,0,No,Yes,48.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Mailed check,95.5,4627.85,1
+1389-CXMLU,Male,1,No,No,3.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,91.05,289.1,1
+9589-ABEPT,Male,0,Yes,No,69.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,Yes,Mailed check,92.45,6460.55,0
+9388-ZEYVT,Male,0,No,No,43.0,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,One year,No,Electronic check,44.15,1931.3,0
+0305-SQECB,Female,0,No,Yes,11.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,36.05,402.6,0
+7605-SNLQG,Female,0,Yes,No,45.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),50.25,2221.55,0
+4670-TABXH,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.75,7758.9,0
+5561-NWEVX,Female,1,Yes,No,2.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,79.2,172.85,1
+0064-SUDOG,Female,0,Yes,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,224.5,0
+8561-NMTBD,Female,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),112.35,7388.45,0
+5161-XEUVX,Male,0,Yes,No,37.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Two year,No,Mailed check,94.3,3460.95,0
+8292-FRFZQ,Female,0,No,No,39.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),41.15,1700.9,0
+8591-NXRCV,Female,0,No,No,41.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),74.65,3090.65,0
+7895-VONWT,Female,0,No,No,25.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.25,1293.8,0
+4526-RMTLL,Male,0,Yes,Yes,8.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),76.15,645.8,0
+6253-GNHWH,Female,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,71.1,5224.95,0
+4566-NECEV,Male,0,No,No,5.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Electronic check,96.55,500.1,0
+8080-POTJR,Female,0,No,No,30.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),79.3,2427.1,0
+6906-MPARY,Male,0,No,No,40.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,One year,Yes,Credit card (automatic),89.6,3488.15,0
+3662-FXJFO,Female,0,No,No,54.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.5,1035.7,0
+8107-RZLNV,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),106.3,7565.35,0
+0516-OOHAR,Male,0,Yes,Yes,28.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),100.35,2799.0,0
+2027-CWDNU,Male,0,Yes,Yes,18.0,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,85.6,1601.5,0
+2737-WFVYW,Female,0,No,No,2.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,45.25,85.5,1
+9912-OMZDS,Female,0,Yes,Yes,59.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.15,6256.2,0
+3733-ZEECP,Male,0,Yes,Yes,22.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,51.1,1232.9,0
+7878-RTCZG,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,0
+2452-MRMZF,Female,1,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.7,1937.4,0
+2272-QAGFO,Female,1,No,No,14.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.3,1096.25,1
+7103-IPXPJ,Male,0,Yes,No,50.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,No,Electronic check,99.4,5059.75,0
+4342-HFXWS,Female,0,Yes,Yes,48.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),69.7,3023.65,0
+3545-CNWRG,Female,0,Yes,Yes,49.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.35,4889.2,0
+1785-BPHTP,Male,0,Yes,Yes,28.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,85.45,2289.9,0
+4989-LIXVT,Male,1,No,No,68.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.9,6503.2,0
+7315-WYOAW,Male,0,No,No,13.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,100.75,1313.25,0
+1173-XZPYF,Female,0,No,No,11.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,990.3,0
+9850-OWRHQ,Female,0,Yes,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.1,228.0,1
+3768-NLUBH,Male,1,Yes,No,57.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,100.6,5746.15,1
+8676-TRMJS,Male,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,75.0,209.1,1
+2509-TFPJU,Male,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.75,1864.2,0
+9530-GRMJG,Male,0,Yes,Yes,70.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.1,5979.7,0
+6898-RBTLU,Female,0,Yes,Yes,49.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),79.3,3902.45,0
+5481-NTDOH,Female,1,Yes,No,67.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),107.05,7142.5,0
+2068-WWXQZ,Male,0,No,No,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.05,902.0,0
+7359-SSBJK,Female,1,No,No,64.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),70.2,4481.0,1
+2061-VVFST,Female,0,Yes,No,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,805.2,0
+0685-MLYYM,Female,1,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.75,154.85,1
+0749-IRGQE,Female,1,Yes,No,13.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,45.3,528.45,0
+2380-DAMQP,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,115.15,8349.7,0
+2256-YLYLP,Male,0,Yes,Yes,68.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),72.95,4953.25,0
+1272-ILHFG,Male,0,Yes,Yes,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,332.65,0
+0164-XAIRP,Female,0,No,No,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.55,470.2,0
+5666-CYCYZ,Female,0,No,No,24.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.55,2259.35,0
+4011-ARPHK,Male,0,No,No,27.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.35,1411.35,0
+8182-PNAGI,Male,0,No,No,12.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),50.25,593.75,1
+6365-HITVU,Female,0,Yes,Yes,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),87.25,6328.7,0
+7558-IMLMT,Male,0,Yes,Yes,67.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.8,1411.9,0
+9488-FYQAU,Female,0,Yes,No,63.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.25,6841.4,0
+3590-TCXTB,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,20.35,0
+6994-KERXL,Male,0,No,No,4.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.9,238.5,0
+7957-RYHQD,Female,1,No,No,40.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),79.2,3233.85,1
+2180-DXNEG,Female,0,No,No,12.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.0,1062.1,1
+1960-UOTYM,Male,0,Yes,Yes,52.0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,79.2,4016.3,0
+2740-JFBOK,Male,0,No,No,10.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,24.0,226.55,0
+6500-JVEGC,Male,0,No,No,68.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),101.35,7110.75,0
+5515-AKOAJ,Female,0,No,No,54.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,100.1,5440.9,1
+8976-OQHGT,Female,0,Yes,Yes,4.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,56.5,235.1,1
+5245-VDBUR,Female,0,Yes,No,52.0,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,35.45,1958.95,0
+6230-BSUXY,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,85.0,85.0,1
+8469-SNFFH,Male,0,Yes,No,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),79.4,5528.9,0
+2144-ESWKO,Male,0,No,No,43.0,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),35.2,1463.7,0
+1241-FPMOF,Male,0,No,No,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,1025.05,0
+9928-BZVLZ,Female,0,No,No,12.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,49.85,552.1,0
+4114-QMKVN,Female,0,Yes,Yes,56.0,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,One year,No,Bank transfer (automatic),68.75,3815.4,0
+9003-CPATH,Male,0,No,No,42.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,79.9,3313.4,0
+1754-GKYPY,Male,1,Yes,No,22.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),89.75,1938.9,0
+5294-CDGWY,Male,0,Yes,Yes,51.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,59.3,3014.65,1
+7956-XQWGU,Male,0,No,No,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.4,460.25,0
+1591-MQJTP,Male,1,Yes,No,51.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),93.65,4839.15,0
+5295-PCJOO,Male,0,No,Yes,4.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.4,184.4,1
+2369-FEVNO,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,19.9,0
+9863-JZAIC,Male,0,No,No,35.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.0,2010.55,1
+7471-MQPOS,Male,1,Yes,Yes,71.0,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),72.9,5139.65,0
+7660-HDPJV,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.2,69.2,1
+5115-SQAAU,Female,0,Yes,Yes,69.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.6,1673.4,0
+9845-QOMAD,Male,0,Yes,Yes,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.75,309.35,0
+7672-VFMXZ,Male,0,Yes,No,57.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,55.7,3171.6,0
+9739-JLPQJ,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),117.5,8670.1,0
+9916-AYHTC,Male,0,No,No,48.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,916.0,0
+3855-ONCAR,Female,0,Yes,Yes,4.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,78.9,299.75,0
+1488-SYSFC,Male,0,Yes,Yes,31.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.65,702.05,0
+7931-PXHFC,Male,0,No,No,38.0,Yes,No,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Mailed check,62.3,2354.8,1
+3990-QYKBE,Male,1,Yes,No,37.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.5,3473.4,1
+0970-QXPXW,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,0
+3259-KNMRR,Male,1,No,No,57.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.75,4438.2,0
+6120-RJKLU,Female,1,Yes,No,62.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.95,4819.75,0
+9572-WUKSB,Male,0,Yes,No,3.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.9,92.25,0
+5893-KCLGT,Female,0,No,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.75,1567.0,0
+0076-LVEPS,Male,0,No,Yes,29.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,45.0,1242.45,0
+3640-JQGJG,Male,0,Yes,Yes,13.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.8,559.2,0
+4919-MOAVT,Male,0,No,Yes,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.65,220.1,1
+1596-OQSPS,Female,0,No,No,11.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,51.1,531.15,0
+9867-XOBQA,Female,0,No,Yes,21.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,53.15,1183.2,0
+9546-KDTRB,Female,0,No,No,19.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),24.7,465.85,0
+3090-HAWSU,Male,0,No,No,61.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),111.6,6876.05,1
+9820-RMCQV,Female,0,No,No,11.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),48.55,501.0,1
+3174-RKMOW,Male,0,Yes,Yes,35.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,109.95,3782.4,0
+1760-CAZHT,Male,0,No,Yes,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.8,460.2,0
+7839-QRKXN,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,1
+8441-SHIPE,Female,0,No,No,67.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.6,1790.35,0
+5204-QZXPU,Male,0,No,No,19.0,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,39.65,733.35,1
+4597-ELFTS,Male,0,No,No,56.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.9,1334.0,1
+1320-GVNHT,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),108.4,7767.25,0
+1047-RNXZV,Male,0,No,No,43.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,876.15,0
+3541-ZNUHK,Female,0,Yes,Yes,55.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,85.1,4600.95,0
+8450-JOVAH,Male,0,Yes,Yes,2.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,56.7,113.55,1
+8725-JEDFD,Male,0,No,No,27.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.05,1793.25,0
+7562-UXTPG,Female,0,No,No,13.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.15,886.7,0
+8071-SBTRN,Female,0,No,No,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Mailed check,111.15,7737.55,0
+1113-IUJYX,Female,0,Yes,No,14.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,No,Mailed check,105.95,1348.9,1
+6668-CNMFP,Female,0,Yes,Yes,19.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),89.35,1686.85,0
+5626-MGTUK,Female,0,No,No,20.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.1,1879.25,0
+5681-LLOEI,Male,0,Yes,Yes,43.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),91.25,4013.8,0
+8212-DJRCH,Male,0,Yes,Yes,5.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,90.35,434.5,0
+4323-OHFOW,Female,1,Yes,No,70.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.55,7195.35,0
+4933-BSAIP,Female,0,Yes,No,40.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.1,780.1,0
+2030-BTZRO,Male,0,Yes,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.4,107.6,0
+1116-DXXDF,Male,0,No,No,39.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,100.45,3801.7,0
+9274-CNFMO,Male,1,Yes,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,74.95,308.7,1
+7758-XKCBS,Male,0,No,No,15.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.7,438.25,1
+8992-JQYUN,Male,0,Yes,No,1.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.35,50.35,1
+6563-VNPMN,Female,1,No,No,45.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),85.7,3778.1,0
+0617-AQNWT,Female,0,Yes,No,64.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Electronic check,47.85,3147.5,1
+2267-WTPYD,Female,1,Yes,No,57.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),94.0,5438.95,0
+0270-THENM,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),69.85,5102.35,0
+2446-PLQVO,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,1
+4707-MAXGU,Male,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.85,1872.2,0
+2710-WYVXG,Female,0,No,No,3.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Mailed check,71.1,213.35,0
+3005-NFMTA,Male,1,No,No,55.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.8,5617.75,1
+6300-BWMJX,Female,0,Yes,No,59.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,93.35,5386.5,0
+8784-CGILN,Female,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.85,1776.95,1
+5389-FFVKB,Male,1,Yes,No,32.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),80.3,2483.05,1
+7009-LGECI,Female,0,No,No,4.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.55,235.65,0
+8444-WRIDW,Female,1,No,No,66.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.45,5224.35,1
+5022-KVDQT,Male,0,No,No,27.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.3,2272.8,0
+7976-CICYS,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.7,83.75,0
+1036-GUDCL,Male,0,Yes,Yes,60.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),79.05,4663.4,0
+2005-DWQZJ,Female,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.05,201.7,0
+8148-WOCMK,Male,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,125.0,0
+7815-PDTHL,Male,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.2,684.4,0
+9451-LPGOO,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.8,620.35,1
+9173-IVZVP,Female,0,Yes,Yes,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.9,1146.05,0
+9129-UXERG,Female,1,No,No,18.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),103.6,1806.35,0
+3635-JBPSG,Female,0,No,No,15.0,No,No phone service,DSL,No,Yes,No,No,No,Yes,Two year,Yes,Mailed check,38.8,603.0,0
+7964-ZRKKG,Male,0,Yes,No,67.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),88.4,5798.3,0
+5868-YWPDW,Male,1,Yes,No,6.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.2,519.15,1
+6229-LSCKB,Male,1,No,No,6.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.7,497.6,0
+2025-JKFWI,Male,0,No,No,13.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.0,1301.7,1
+4078-SAYYN,Female,0,No,No,11.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.75,1129.75,1
+1724-IQWNM,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,19.3,0
+8217-QYOHV,Male,0,No,No,5.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,55.75,266.95,0
+5546-QUERU,Male,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.95,257.0,0
+9940-HPQPG,Female,0,Yes,No,9.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),91.75,865.8,1
+6897-UUBNU,Male,0,No,No,29.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,89.65,2623.65,0
+6127-IYJOZ,Male,1,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,0
+6618-RYATB,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.55,79.55,1
+8930-XOTDP,Female,0,Yes,Yes,18.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.95,1082.8,0
+5916-QEWPT,Female,0,Yes,No,2.0,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),69.0,147.8,0
+5060-TQUQN,Male,0,Yes,Yes,30.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),83.55,2570.2,0
+0531-XBKMM,Male,0,No,Yes,66.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),65.7,4378.9,0
+8465-SBRXP,Male,0,Yes,Yes,38.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),94.9,3616.25,0
+2408-PSJVE,Male,0,Yes,Yes,44.0,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,61.9,2924.05,0
+9079-YEXQJ,Female,0,No,No,54.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,111.1,6014.85,1
+9700-ZCLOT,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,32.7,0
+8738-JOKAR,Female,0,No,No,42.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,67.7,2882.25,0
+4534-WGCIR,Female,0,Yes,Yes,58.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,1509.9,0
+1930-WNXSB,Male,0,Yes,Yes,58.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.85,5305.05,0
+2685-SREOM,Female,0,Yes,Yes,25.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.1,2368.4,1
+3508-CFVZL,Female,0,No,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,111.3,7985.9,0
+0402-CQAJN,Female,0,No,No,37.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.9,3545.35,1
+6692-UDPJC,Female,0,Yes,Yes,14.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,91.65,1301.0,1
+1273-MTETI,Female,1,No,No,4.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,88.85,372.45,1
+0657-DOGUM,Female,0,Yes,No,48.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),60.6,2985.25,0
+5480-HPRRX,Female,1,No,No,3.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.3,77.75,1
+8792-AOROI,Female,0,Yes,No,8.0,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Two year,No,Mailed check,65.5,564.35,0
+0295-PPHDO,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,95.45,1
+5146-YYFRZ,Male,0,No,No,67.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.95,1311.75,0
+1195-OIYEJ,Male,0,No,No,13.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.1,1135.7,1
+5906-CVLHP,Female,0,Yes,Yes,45.0,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),54.15,2319.8,1
+3452-SRFEG,Male,0,No,No,49.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.6,3720.35,0
+4070-OKWVH,Female,0,Yes,No,52.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),94.6,5025.8,0
+5297-MDOIR,Female,0,Yes,No,63.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),81.15,5224.5,0
+6369-MCAKO,Female,0,Yes,Yes,68.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.05,6185.8,0
+4926-UMJZD,Female,0,Yes,No,31.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,49.2,1498.55,0
+6848-HJTXY,Female,0,Yes,No,64.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,1208.6,0
+6341-AEVKX,Female,0,Yes,No,62.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,104.3,6613.65,0
+4501-EQDRN,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.7,69.7,1
+2990-HWIML,Female,0,No,No,6.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,573.3,1
+0682-USIXD,Female,0,Yes,No,21.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,86.05,1818.9,0
+6976-BWGLQ,Female,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.2,1787.35,0
+7078-NVFAM,Female,0,Yes,Yes,32.0,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,35.15,1051.05,0
+8065-QBYTO,Female,1,No,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,One year,Yes,Credit card (automatic),99.65,7181.25,0
+2133-TSRRM,Female,0,No,Yes,34.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,3688.6,0
+7384-GHBPI,Male,0,Yes,No,3.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.15,99.75,1
+7603-USHJS,Male,0,No,Yes,12.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.75,871.4,1
+7234-FECYN,Female,1,No,No,8.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.35,780.5,1
+2511-ALLCS,Female,0,Yes,Yes,35.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,821.6,0
+3191-CSNMG,Female,0,Yes,Yes,3.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.7,239.45,0
+7952-OBOYL,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,89.85,244.45,0
+7470-DYNOE,Male,0,No,No,53.0,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,Yes,Electronic check,61.1,3357.9,0
+7853-OETYL,Female,0,Yes,No,4.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,29.05,129.6,0
+1545-ACTAS,Female,0,Yes,Yes,48.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),99.7,4977.2,0
+5876-HZVZM,Female,0,Yes,Yes,6.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),55.9,365.35,1
+1400-MMYXY,Male,1,Yes,No,3.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.9,334.65,1
+5126-RCXYW,Male,0,Yes,Yes,54.0,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),46.0,2424.05,0
+3085-QUOZK,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.95,43.95,1
+2363-BJLSL,Male,0,No,No,62.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),80.4,4981.15,0
+1956-YIFGE,Male,0,Yes,Yes,22.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Mailed check,100.05,2090.25,0
+3926-CUQZX,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.1,45.1,1
+7921-LMDFQ,Male,1,No,No,51.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94.0,4905.75,0
+2925-MXLSX,Female,0,No,No,30.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),68.95,2038.7,0
+5820-PTRYM,Female,1,Yes,No,56.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),68.45,4014.0,0
+9609-BENEA,Male,0,Yes,No,35.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,69.0,2441.7,0
+6211-WHMYA,Female,1,No,No,64.0,No,No phone service,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,43.85,2751.0,0
+4459-BBGHE,Male,0,No,Yes,30.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.5,1307.8,0
+9945-PSVIP,Female,0,Yes,Yes,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,18.7,383.65,0
+1041-RXHRA,Female,0,No,No,41.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.25,2868.05,1
+1750-CSKKM,Male,0,No,Yes,9.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,55.35,449.75,1
+9108-EJFJP,Female,0,Yes,No,1.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,53.55,53.55,0
+0530-IJVDB,Male,0,No,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,114.6,7882.5,0
+0508-SQWPL,Female,0,Yes,Yes,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.1,1087.7,0
+2215-ZAFGX,Male,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.5,791.7,0
+8213-TAZPM,Female,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),108.75,7493.05,0
+7142-HVGBG,Male,1,Yes,No,43.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.0,4414.3,1
+1304-SEGFY,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,97.85,6841.3,0
+7242-EDTYC,Male,0,No,Yes,44.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.55,819.95,0
+2904-GGUAZ,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Two year,Yes,Bank transfer (automatic),84.05,6052.25,0
+8267-ZNYVZ,Female,0,Yes,No,33.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,103.75,3361.05,1
+5136-GFPMB,Male,0,No,No,54.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),89.4,4869.5,0
+2595-KIWPV,Male,0,No,Yes,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,509.3,0
+5243-SAOTC,Male,0,No,No,54.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.85,4308.25,0
+9398-MMQTO,Male,0,No,No,3.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),74.45,221.1,0
+7619-PLRLP,Female,0,Yes,No,53.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Bank transfer (automatic),74.1,3833.95,0
+6457-GIRWB,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,69.35,1
+6508-NJYRO,Male,0,Yes,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,18.8,294.95,0
+1450-SKCVI,Female,0,No,No,56.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.85,4092.85,1
+4710-NKCAW,Male,0,Yes,Yes,5.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),64.4,316.9,0
+5306-BVTKJ,Male,0,Yes,Yes,48.0,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),55.8,2651.2,0
+0357-NVCRI,Female,0,No,Yes,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.05,471.7,0
+5570-PTWEH,Female,0,Yes,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.15,216.75,1
+2371-KFUOG,Male,0,No,No,58.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),99.15,5720.95,0
+0463-ZSDNT,Male,0,No,No,10.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),56.75,503.25,0
+6502-MJQAE,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,1
+6257-DTAYD,Male,0,Yes,No,71.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.15,7365.3,0
+4616-ULAOA,Female,0,Yes,Yes,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,7245.9,0
+7693-LCKZL,Male,0,Yes,Yes,5.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.15,385.0,1
+7746-AWNQW,Female,0,No,No,28.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,35.75,961.4,0
+5996-EBTKM,Female,0,Yes,Yes,67.0,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),69.9,4615.9,0
+2758-RNWXS,Male,0,No,No,35.0,Yes,No,Fiber optic,Yes,No,No,Yes,No,Yes,One year,Yes,Electronic check,89.2,3251.3,0
+2314-TNDJQ,Female,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),55.65,3880.05,0
+2405-LBMUW,Female,0,Yes,Yes,61.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),50.7,3088.75,0
+3454-JFUBC,Male,1,No,No,68.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.0,1396.0,0
+0032-PGELS,Female,0,Yes,Yes,1.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),30.5,30.5,1
+9039-ZVJDC,Male,0,No,No,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.1,53.05,0
+6797-LNAQX,Male,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),98.3,6859.5,1
+9013-AQORL,Female,0,No,Yes,48.0,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),45.55,2108.35,0
+2898-MRKPI,Male,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),101.05,6770.5,0
+2750-BJLSB,Female,0,No,No,47.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,103.7,4730.6,0
+3648-GZPHF,Male,0,Yes,Yes,32.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,Yes,Mailed check,36.25,1151.05,0
+2075-RMJIK,Female,0,Yes,Yes,5.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,49.4,232.55,0
+9588-YRFHY,Male,0,No,No,49.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.9,1022.6,0
+6394-MFYNG,Female,0,No,No,48.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),107.4,5121.3,1
+1564-NTYXF,Female,1,No,No,13.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,82.0,1127.2,1
+9364-YKUVW,Male,0,No,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.8,309.4,0
+5392-AKEMH,Female,0,No,No,12.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.05,523.1,0
+2451-YMUXS,Male,1,No,No,67.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),64.55,4250.1,0
+3914-FDRHP,Male,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,86.25,770.5,0
+3078-ZKNTS,Female,0,Yes,Yes,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.75,246.7,0
+1024-KPRBB,Female,0,No,No,38.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Mailed check,89.1,3342.0,0
+4690-PKDQG,Female,1,Yes,No,42.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,95.55,3930.6,0
+8155-IBNHG,Female,0,Yes,No,24.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.4,1747.85,1
+0886-QGENL,Female,1,Yes,No,27.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,2754.45,1
+9547-ITEFG,Male,0,Yes,Yes,9.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.6,897.75,0
+1264-FUHCX,Female,0,Yes,No,49.0,No,No phone service,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),56.3,2780.6,0
+7789-CRUVC,Female,1,Yes,No,61.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),94.2,5895.45,0
+6598-KELSS,Male,0,No,Yes,50.0,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),43.05,2208.05,0
+8739-WWKDU,Male,1,No,No,25.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.5,2196.15,1
+8685-WHQPW,Female,1,No,No,22.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.4,1692.6,1
+4745-LSPLO,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,1
+8083-YTZES,Male,0,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,265.35,1
+7240-FQLHE,Female,1,Yes,No,18.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),99.75,1836.25,1
+6664-FPDAC,Female,1,No,No,56.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.95,6418.9,1
+9972-VAFJJ,Female,1,Yes,No,53.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,94.0,4871.45,0
+0422-UXFAP,Female,0,Yes,No,51.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,98.85,4947.55,0
+1904-WAJAA,Female,0,Yes,Yes,24.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Electronic check,64.35,1558.65,0
+5130-YPIRV,Female,0,Yes,No,62.0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),72.0,4284.2,0
+2843-CQMEG,Male,0,No,No,24.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,49.7,1218.25,0
+6439-PKTRR,Female,0,Yes,Yes,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Electronic check,80.7,5617.95,0
+5351-QESIO,Male,0,No,Yes,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.2,24.2,0
+0786-VSSUD,Male,1,No,No,16.0,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,39.0,679.85,1
+5568-DMXZS,Female,0,No,No,8.0,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,65.45,554.45,0
+8468-FZTOE,Female,0,Yes,Yes,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Electronic check,74.35,5237.4,0
+6633-SYEUS,Female,0,No,No,23.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),83.2,2032.3,0
+6447-GORXK,Male,0,No,Yes,31.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),25.0,789.2,0
+6967-PEJLL,Male,0,Yes,Yes,37.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Electronic check,40.2,1525.35,0
+3976-BWUCK,Female,0,Yes,No,30.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),94.1,2804.45,1
+5981-ZVXOT,Female,1,No,No,35.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,108.35,3726.15,0
+1684-FLBGS,Female,0,Yes,Yes,23.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),69.5,1652.1,0
+1389-WNUIB,Female,0,Yes,Yes,20.0,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,No,Bank transfer (automatic),76.0,1588.75,0
+0376-OIWME,Male,0,Yes,No,36.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.6,3366.05,0
+3585-ISXZP,Female,0,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),95.65,778.1,1
+0218-QNVAS,Male,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),100.55,7113.75,0
+6583-QGCSI,Female,1,Yes,No,50.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.05,4367.35,1
+0804-YGEQV,Female,0,Yes,Yes,43.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.45,993.15,0
+7164-BPTUT,Male,0,No,Yes,57.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,89.55,5012.35,0
+4174-LPGTI,Female,0,Yes,Yes,41.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),66.5,2728.6,1
+2523-EWWZL,Female,0,Yes,No,27.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,76.1,2093.4,0
+0928-XUTSN,Female,0,No,No,13.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.5,1011.8,0
+2108-XWMPY,Male,0,No,No,3.0,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,35.45,106.85,1
+0052-YNYOT,Female,0,No,No,67.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.55,1343.4,0
+6304-IJFSQ,Male,0,No,No,3.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,49.9,130.1,1
+9586-JGQKH,Female,0,Yes,No,64.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.4,6794.75,0
+4501-VCPFK,Male,0,No,No,26.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,35.75,1022.5,0
+6075-SLNIL,Male,0,No,No,38.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),95.1,3691.2,0
+9347-AERRL,Male,0,Yes,No,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,486.2,0
+0093-XWZFY,Male,0,No,No,40.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),104.5,4036.85,1
+2274-XUATA,Male,1,Yes,No,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),63.1,4685.55,0
+1980-KXVPM,Female,1,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.05,256.25,1
+7703-ZEKEF,Male,0,No,No,23.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.0,1917.1,1
+0723-DRCLG,Female,1,Yes,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.45,74.45,1
+5482-NUPNA,Female,0,No,No,4.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,60.4,272.15,1
+6691-CCIHA,Female,0,Yes,No,62.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,84.95,5150.55,0
+1685-BQULA,Female,0,No,No,40.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.4,3756.4,0
+9053-EJUNL,Male,0,No,No,41.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,3645.75,0
+0666-UXTJO,Male,1,Yes,No,34.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.2,2874.45,0
+1471-GIQKQ,Female,0,No,No,1.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,49.95,49.95,0
+4807-IZYOZ,Female,0,No,No,51.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.65,1020.75,0
+1122-JWTJW,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.65,70.65,1
+9710-NJERN,Female,0,No,No,39.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,826.0,0
+9837-FWLCH,Male,0,Yes,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.2,239.0,0
+1699-HPSBG,Male,0,No,No,12.0,Yes,No,DSL,No,No,No,Yes,Yes,No,One year,Yes,Electronic check,59.8,727.8,1
+7203-OYKCT,Male,0,No,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.95,7544.3,0
+1035-IPQPU,Female,1,Yes,No,63.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.5,6479.4,0
+7398-LXGYX,Male,0,Yes,No,44.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.8,3626.35,0
+2823-LKABH,Female,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.05,1679.4,0
+8775-CEBBJ,Female,0,No,No,9.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.2,403.35,1
+0550-DCXLH,Male,0,No,No,13.0,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Mailed check,73.35,931.55,0
+9281-CEDRU,Female,0,Yes,No,68.0,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),64.1,4326.25,0
+2235-DWLJU,Female,1,No,No,6.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.4,263.05,0
+0871-OPBXW,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,39.25,0
+3605-JISKB,Male,1,Yes,No,55.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,No,Credit card (automatic),60.0,3316.1,0
+6894-LFHLY,Male,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.75,75.75,1
+9767-FFLEM,Male,0,No,No,38.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.5,2625.25,0
+0639-TSIQW,Female,0,No,No,67.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),102.95,6886.25,1
+8456-QDAVC,Male,0,No,No,19.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),78.7,1495.1,0
+7750-EYXWZ,Female,0,No,No,12.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,60.65,743.3,0
+2569-WGERO,Female,0,No,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),21.15,1419.4,0
+6840-RESVB,Male,0,Yes,Yes,24.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,84.8,1990.5,0
+2234-XADUH,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),103.2,7362.9,0
+4801-JZAZL,Female,0,Yes,Yes,11.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,29.6,346.45,0
+8361-LTMKD,Male,1,Yes,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.4,306.6,1
+3186-AJIEK,Male,0,No,No,66.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.65,6844.5,0
+0,Female,0,No,No,10.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,34.79295310011112,374.76050089714744,1
+1,Female,0,No,No,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,23.970662791499656,1046.5546275480115,1
+2,Female,0,Yes,Yes,10.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),65.03243573223949,789.3300920108308,1
+3,Male,0,Yes,Yes,47.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,144.19753845842328,5230.76644731835,1
+4,Male,0,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,86.15703239185409,392.58144143224143,0
+5,Male,0,No,No,34.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,127.54151233670855,4362.143774433905,1
+6,Male,0,No,No,52.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.09539113193138,6141.031432904764,1
+7,Female,1,No,No,43.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.08797739742577,5353.032908672894,0
+8,Female,0,Yes,Yes,34.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),36.57173123009355,980.5418287578326,0
+9,Female,0,Yes,Yes,18.0,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),66.51443752762465,1297.84380521884,0
+10,Female,0,No,No,3.0,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,93.5681390236932,260.4526192148566,1
+11,Male,0,Yes,No,47.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Electronic check,81.84820101948023,4772.634128345748,0
+12,Female,0,No,No,31.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,116.44450103952138,2669.2381629340825,1
+13,Male,1,Yes,Yes,64.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),124.5300260616895,9523.993349157647,0
+14,Female,0,Yes,Yes,45.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),33.92003412629365,1571.5135642210591,0
+15,Female,0,Yes,Yes,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,28.968687972287437,1129.4763229859097,0
+16,Male,0,Yes,Yes,30.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),97.26316046710274,3730.3397648964587,0
+17,Female,1,Yes,No,66.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),66.78766536703004,3097.6317313892278,1
+18,Male,0,No,No,5.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.63803488084993,143.43083088921944,1
+19,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,111.33219901463035,10107.413244484083,0
+20,Male,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),28.328206720146976,1557.4069994348113,0
+21,Male,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,77.96769215869756,337.3710451422234,0
+22,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,29.071838299758156,26.77678555869256,1
+23,Female,0,No,No,13.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,91.06563505264485,1277.891449524587,0
+24,Female,0,No,No,43.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),30.391900872276434,1620.0275571703646,0
+25,Male,0,No,Yes,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,25.687708674703092,1713.072344907648,1
+26,Female,0,No,No,8.0,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,72.73205013200935,770.2562410689485,0
+27,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,55.98711117957355,62.12408151502824,1
+28,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,96.06173198368211,804.3461492785057,1
+29,Male,0,Yes,Yes,62.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,96.13421171783325,5393.7879146939595,0
+30,Male,0,Yes,Yes,16.0,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Two year,No,Mailed check,68.54177229206027,1425.9210218775515,0
+31,Female,0,Yes,No,20.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,109.2816252074146,2048.34211552479,0
+32,Male,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.40683961585665,6274.542065224152,1
+33,Female,0,Yes,No,34.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,31.62002443680319,1037.2359402067518,1
+34,Female,0,Yes,Yes,15.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),147.78405722764893,1951.393823893886,0
+35,Female,0,Yes,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,27.8633908609057,33.024438722544694,1
+36,Male,0,Yes,No,6.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,102.5189474439252,550.3553679083238,1
+37,Male,0,Yes,Yes,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.04031213428568,1581.896757383332,1
+38,Male,0,Yes,Yes,24.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),27.397405704890403,706.4724323842999,1
+39,Female,0,No,No,14.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),106.7421304864273,1272.9463427268581,1
+40,Female,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.97554098502462,301.765784161497,0
+41,Male,0,Yes,No,4.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,72.80069591837277,264.0903253748747,1
+42,Female,0,Yes,Yes,47.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),100.80072657305813,4196.364549185198,1
+43,Female,0,No,No,10.0,No,No phone service,DSL,No,No,No,Yes,No,No,Two year,Yes,Mailed check,31.765495428492788,325.77845476004626,1
+44,Female,1,No,No,11.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.18733340040049,1142.421401998996,1
+45,Male,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.68715184066872,377.12896264305164,1
+46,Male,1,No,No,4.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,110.68967512339961,372.30856832349457,0
+47,Male,1,No,No,15.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,97.14053905927327,1435.9069600030502,0
+48,Male,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,71.62527666748574,67.74006521549012,0
+49,Female,0,Yes,No,51.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,97.05985637235533,5685.72794225731,1
+50,Male,1,Yes,No,1.0,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,59.84595683656214,42.7023316988831,0
+51,Male,0,No,Yes,32.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),109.6443444876519,2722.689136146929,0
+52,Female,0,Yes,Yes,67.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.85577666754443,4805.361660592088,1
+53,Female,0,Yes,Yes,61.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),166.50850799199895,7050.655024016098,0
+54,Male,1,No,No,3.0,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,59.03828716485791,187.79519314023372,0
+55,Female,0,Yes,Yes,61.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,118.99634281284636,6516.443801406519,0
+56,Female,0,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),32.61309575866031,1826.0477893132222,0
+57,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),27.11934165735706,32.04696045477874,1
+58,Male,1,Yes,No,20.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,111.76159883194198,2616.5267298900944,1
+59,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,80.58501058488434,103.1854545508394,1
+60,Male,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,97.07602957372285,93.76337868080103,1
+61,Male,1,No,No,24.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,93.43163419683664,1762.5745818599505,0
+62,Female,0,Yes,Yes,68.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),80.19212067061963,6027.399297340729,1
+63,Male,0,Yes,Yes,29.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,111.57763569264436,2566.9496003566437,1
+64,Male,1,Yes,Yes,38.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,144.49544429466874,3948.262211853538,1
+65,Female,1,Yes,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.05352625061748,446.4594425240922,1
+66,Male,0,Yes,No,35.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),103.89657764082118,4399.271963489533,1
+67,Female,0,Yes,Yes,72.0,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,85.4749270733445,4913.496824159679,1
+68,Male,0,No,No,69.0,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),66.85783131146296,5918.354297538159,0
+69,Female,0,Yes,No,52.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),150.5844537170861,7176.726329099914,1
+70,Male,0,No,No,46.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),108.40606896544749,6542.713459746127,1
+71,Female,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,87.68095346993474,684.614864161937,1
+72,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,85.74435605383846,157.74520743149748,1
+73,Female,0,Yes,No,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),27.677721897810287,1783.5412953177595,1
+74,Male,0,No,Yes,17.0,Yes,No,DSL,No,No,No,No,No,No,One year,No,Mailed check,65.83214609017097,945.0135277508963,1
+75,Female,1,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.63531317334507,656.5326152338505,1
+76,Female,1,No,No,21.0,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,53.15104842529947,932.5743188271854,0
+77,Male,0,Yes,Yes,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,22.13520155217626,922.285754328834,1
+78,Male,0,No,No,1.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,69.31822085546202,75.58438721134975,1
+79,Female,1,Yes,No,55.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,105.52532094149954,5598.094606260447,1
+80,Female,1,Yes,No,42.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.20025137426768,5286.548798579845,0
+81,Female,0,No,No,66.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),120.88435672642771,8497.811314288532,1
+82,Female,0,No,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),21.437838707946664,272.78969857033474,0
+83,Female,0,Yes,No,68.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),67.97974264112969,5082.411890580964,1
+84,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.867347469449147,26.209729291285516,1
+85,Male,0,No,No,12.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),48.246768567619995,705.5119025388633,1
+86,Female,0,Yes,Yes,16.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,155.34885454921755,2550.1400618203047,1
+87,Female,0,Yes,No,54.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,157.6139883908809,6273.437927468787,0
+88,Female,0,Yes,Yes,30.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),120.02005622300061,2378.0388794132077,0
+89,Female,1,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,21.76276747704818,485.26653606770293,0
+90,Female,0,Yes,No,48.0,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),55.893048688273005,2411.4859848889078,0
+91,Female,0,Yes,No,2.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,96.08143622238903,191.1263004336397,1
+92,Male,0,No,No,22.0,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),44.45088317312835,1182.4999599172925,1
+93,Male,0,Yes,No,28.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,76.05008777106175,1976.5008957041487,1
+94,Female,1,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,Yes,Credit card (automatic),101.49767140460193,7782.0845742453275,1
+95,Female,0,Yes,Yes,52.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),98.87205059551756,4337.748725375462,1
+96,Male,0,No,Yes,11.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,106.73245089400471,1006.2774717551182,1
+97,Male,0,Yes,Yes,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),29.884142103115067,1516.292255756476,0
+98,Female,0,Yes,No,63.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),113.81247602406566,5517.598626212856,0
+99,Male,0,No,No,13.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),65.45976701142033,858.9315709091534,1
+100,Female,0,No,No,65.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),124.62035449823789,9222.566147485115,0
+101,Male,0,No,No,32.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),119.48884707683351,3084.062137850717,0
+102,Male,0,Yes,Yes,7.0,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),91.34076281472421,551.1146606806964,0
+103,Male,0,Yes,Yes,15.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,No,Electronic check,127.30100625717598,2079.157629459679,1
+104,Female,0,No,No,35.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.92457282269002,4040.3074966207587,1
+105,Male,0,Yes,Yes,31.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,One year,No,Bank transfer (automatic),145.24971001960475,3974.8176530997307,1
+106,Male,1,Yes,No,35.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,108.93402819195768,4010.1617945390744,0
+107,Male,0,No,No,52.0,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Two year,Yes,Credit card (automatic),71.4769057217041,3732.474628055819,1
+108,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Electronic check,126.0593660477482,8223.582549773848,0
+109,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),149.72777665122652,8140.092250177315,0
+110,Male,0,Yes,Yes,63.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),104.10356880857118,5827.959311601346,1
+111,Male,0,No,No,16.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,66.90525847833734,1308.0386937270287,0
+112,Female,1,Yes,No,65.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),146.53067350384615,8208.459768786337,0
+113,Male,0,Yes,Yes,9.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,32.247463918242495,262.0655208994034,1
+114,Female,0,No,No,15.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.9659445770016,903.1550708086461,1
+115,Male,0,No,No,8.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),35.0454419716939,276.4781700308759,0
+116,Female,0,No,No,57.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),103.12439707711489,5687.86458835859,1
+117,Male,1,Yes,Yes,10.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),47.28703949665547,369.2709518492608,1
+118,Female,0,Yes,No,46.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),71.62976157370203,3269.8418597726136,1
+119,Male,0,No,No,31.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),142.25553844029523,3967.9209547635724,1
+120,Male,0,Yes,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,107.23538329804597,1102.0221505793215,0
+121,Female,0,Yes,Yes,43.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,76.91951914373605,2703.456906231293,1
+122,Female,0,Yes,Yes,15.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,28.199664195079926,487.61551918292787,0
+123,Male,1,Yes,No,20.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,116.57409999106252,2721.689857452983,1
+124,Female,1,No,No,2.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,101.44363002059856,207.92603019417754,0
+125,Female,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),78.28282997860926,270.368226489996,0
+126,Male,0,Yes,Yes,65.0,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Two year,Yes,Mailed check,92.39028233059334,4891.808013261345,0
+127,Female,0,Yes,Yes,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.690203072861,1591.4671486926636,0
+128,Female,0,No,No,4.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,66.60568549185972,259.70775685324134,0
+129,Male,0,Yes,No,45.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),110.13972999093143,4717.6600576238225,1
+130,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,89.69694412629835,81.49524978852547,0
+131,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,99.89541321678867,91.42729219526986,1
+132,Male,0,No,No,52.0,No,No phone service,DSL,No,Yes,No,No,No,No,One year,No,Mailed check,37.3967502967654,1696.5684534090192,0
+133,Male,0,No,Yes,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),27.077811910233375,1160.5735037183388,0
+134,Female,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),82.10404195537271,315.06028699685453,0
+135,Female,1,No,No,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,22.780035646435376,449.35508692109187,0
+136,Female,0,Yes,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.80452085120705,21.669723959367634,0
+137,Male,0,No,No,29.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,122.71866563743698,2684.3171096479487,0
+138,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,23.078712337833526,42.574184980477696,1
+139,Male,0,No,No,4.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,64.49823568853989,308.5719914338727,0
+140,Female,0,No,No,25.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),89.69402755984673,2204.887961854661,0
+141,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.343321348575213,25.073185704751346,1
+142,Female,0,No,Yes,14.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,87.84811903075382,1310.7171645756916,1
+143,Male,1,Yes,No,68.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),100.01706931955076,7098.9224491072455,1
+144,Male,0,Yes,Yes,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.391495045014018,49.14378500722851,0
+145,Male,1,Yes,No,33.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,127.3951081707851,3215.7448244004713,0
+146,Male,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.440300012396317,135.61250483207658,0
+147,Female,0,No,No,30.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),160.6937548162412,4571.944451487855,0
+148,Male,1,No,No,42.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),107.21655626037528,5002.712860221431,1
+149,Female,0,Yes,Yes,61.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,30.544374492733848,1739.8578516680243,1
+150,Male,1,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),134.07861159792256,9666.15141471108,1
+151,Male,0,Yes,No,48.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.558999678337397,855.8084214442738,0
+152,Male,0,Yes,Yes,70.0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),116.88631991515591,6082.444531674582,1
+153,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),131.77812250854652,8884.774674442811,0
+154,Male,0,No,No,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),23.114495613765015,334.9152418172373,0
+155,Male,0,Yes,No,17.0,Yes,No,DSL,Yes,Yes,No,No,No,Yes,One year,No,Mailed check,76.69740596342001,1445.9683167984126,0
+156,Male,0,No,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),27.954632620774923,351.3000839260991,1
+157,Female,0,Yes,Yes,3.0,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,51.48037301710028,99.76466410832055,1
+158,Female,0,Yes,No,59.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),157.21566528912354,8035.4231462936805,1
+159,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,53.88801534048369,132.74310728801754,0
+160,Male,0,Yes,No,2.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,76.44789203461167,151.37051359876165,0
+161,Female,0,Yes,Yes,20.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),34.703640414251865,562.1889001821689,1
+162,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,29.58498872972332,20.897594686873695,0
+163,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,108.89946679593952,201.4539927744484,0
+164,Female,0,Yes,Yes,55.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),119.80377832705993,5717.245211859931,0
+165,Male,0,No,No,5.0,Yes,No,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),65.033290148998,466.2905017152745,0
+166,Female,0,No,No,62.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),30.994115314229184,2273.7390086045493,0
+167,Male,0,Yes,Yes,60.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,One year,No,Electronic check,135.98709370215548,5958.855293916475,1
+168,Male,0,Yes,Yes,34.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,64.25669585545343,1994.9619503560405,0
+169,Female,0,Yes,Yes,37.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,93.95720359591625,3587.2336186923258,1
+170,Female,0,No,Yes,62.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,110.77734054647628,8240.701196808262,1
+171,Male,0,No,No,1.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,53.32758734608997,65.18445782086232,0
+172,Male,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),95.62897586330122,6983.252810109291,0
+173,Male,1,Yes,No,20.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,96.47490003738405,1940.1600494833312,1
+174,Male,0,No,No,22.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),96.14966236847661,2957.691805086795,0
+175,Male,0,Yes,Yes,57.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),113.14133297467725,6475.817643740309,1
+176,Male,0,No,Yes,66.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.340367265884904,1706.8129661454122,0
+177,Female,0,No,No,3.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),50.19700306032432,119.1169219890953,0
+178,Female,1,No,No,27.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),116.27718374630179,3939.0025584213126,1
+179,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,28.148164001981172,25.77075085272566,1
+180,Female,0,Yes,No,63.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,Yes,Credit card (automatic),99.11596944101836,4995.062340564492,1
+181,Male,0,No,No,4.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.2881568303781,317.4536118660077,1
+182,Female,0,No,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.869223129783194,176.76828710202724,1
+183,Male,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.304114028898596,281.29133633520075,1
+184,Male,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,28.950514063962807,301.5962025891272,0
+185,Female,1,No,No,3.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,96.72614056952635,209.19279514920845,1
+186,Female,0,No,No,16.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),79.84651227204,1676.1456362909132,0
+187,Female,1,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,92.9074599203453,465.4187746391669,1
+188,Female,0,No,Yes,13.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,35.43552022814683,468.07653559803146,1
+189,Female,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),80.09921350323421,236.99027829236863,0
+190,Male,0,No,No,4.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Electronic check,74.53279965012086,328.13863617006615,0
+191,Male,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,27.677787822081505,424.9624554854698,1
+192,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,63.56452763446962,59.27614530391788,0
+193,Male,1,No,No,8.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),127.70009479019775,856.4453946728146,1
+194,Female,0,No,No,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),97.82107073260187,8014.28796296333,0
+195,Male,1,Yes,No,44.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,33.634567164360284,1646.997683610028,1
+196,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,128.0872824261008,825.7449466659325,1
+197,Female,1,Yes,No,53.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),108.1754975878222,5774.753501898107,0
+198,Male,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),134.01222947854689,1026.6462579010804,0
+199,Male,0,No,No,4.0,No,No phone service,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,55.286512034050496,232.86882691413174,1
+200,Female,1,No,No,5.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,114.98479118690965,534.1868799269382,1
+201,Male,1,No,No,8.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,110.62124356223887,1169.5815602581135,0
+202,Male,0,Yes,Yes,27.0,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),90.09435281217534,2141.795529223265,1
+203,Male,0,No,No,66.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,32.260893817654136,2128.7720493163897,1
+204,Male,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),133.96331810210427,10283.293976051133,1
+205,Female,0,No,No,13.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,49.389704745256815,743.3229119639993,0
+206,Male,1,No,No,14.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),132.92811988964613,1890.9978324403123,1
+207,Male,0,No,No,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,21.91838100130202,800.4925104781864,0
+208,Female,0,Yes,Yes,16.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),41.23680526561428,748.7758762392374,1
+209,Female,0,No,No,10.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,103.9222436714437,1218.1207482011705,1
+210,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,122.77369078558897,11844.65456100295,0
+211,Female,0,Yes,No,34.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),72.02048939482873,2117.3594348198417,1
+212,Male,0,No,No,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.067657875557632,887.337232062551,0
+213,Male,1,Yes,No,17.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),125.39334852439076,2123.916869541561,0
+214,Female,0,No,No,51.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),145.0620056191245,8309.233139595977,0
+215,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,115.00934090758768,107.20344257080774,0
+216,Male,0,Yes,Yes,5.0,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,57.79410896223618,356.36990573075656,0
+217,Male,0,No,Yes,15.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,27.412148922669648,470.69621401838646,1
+218,Male,0,No,No,42.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.68230443462322,979.4947832296265,1
+219,Female,0,Yes,No,9.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,97.01305777449275,959.131379918037,1
+220,Female,0,Yes,No,69.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),34.83504479360593,1811.1482971483426,0
+221,Male,0,Yes,No,40.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,56.26438490941702,2392.4933360678865,1
+222,Female,0,No,No,38.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,34.75997076141436,1012.1297478939392,0
+223,Male,0,Yes,Yes,70.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),73.50178342658045,5268.982411905178,0
+224,Male,0,No,No,12.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.17046809315053,701.5940656746752,1
+225,Male,1,Yes,No,39.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,156.09176429219673,6270.068251503657,0
+226,Male,0,No,No,7.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,98.79678736867379,663.1496447237355,1
+227,Male,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,27.050882286275613,1919.8835766122804,0
+228,Female,0,No,Yes,13.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),97.20179169344516,1266.441498553036,1
+229,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.892604608098388,20.651124196535044,1
+230,Male,0,Yes,No,70.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),106.65822405716821,7654.641059300687,0
+231,Male,0,No,Yes,1.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,33.4238388461962,35.25763751824537,1
+232,Male,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.556291533016932,551.7630242755761,1
+233,Male,0,No,No,26.0,Yes,Yes,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),60.63533005141446,1589.7690703117826,0
+234,Male,1,No,No,70.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),57.86619222450698,3146.7173158994756,0
+235,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,22.257850613037956,27.473309628853162,0
+236,Female,0,No,No,13.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),103.93619659476074,1118.898539926743,1
+237,Female,0,No,No,46.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Mailed check,97.3030493444023,5234.198788125902,0
+238,Male,1,Yes,No,43.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,115.40581109028669,5237.134566508644,1
+239,Male,0,No,No,39.0,Yes,No,DSL,No,No,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),73.7103207873803,2422.6077639811124,1
+240,Male,1,No,No,21.0,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),74.04716021190141,1639.6318712549828,0
+241,Female,0,Yes,No,58.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),89.85257078461895,3486.3541919130307,1
+242,Male,0,Yes,No,66.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,87.03535762784553,7140.975610423217,0
+243,Male,0,No,No,37.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),131.21589566827166,4367.227888394565,1
+244,Female,0,No,No,12.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,56.317766796699914,692.0445166077567,0
+245,Male,0,Yes,No,53.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.66582616150666,6452.653300686083,0
+246,Female,0,No,No,60.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,30.56912153980445,1680.0394563341547,1
+247,Male,0,Yes,Yes,17.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,99.11291105583526,1278.063734918977,0
+248,Male,0,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.9590021696183,645.7976548508072,1
+249,Male,0,No,No,17.0,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),92.86858666384339,1223.3698912191558,1
+250,Male,0,No,No,9.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,30.119832724115575,248.50408700849655,1
+251,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,108.2873111152428,160.71735573105542,0
+252,Female,0,Yes,No,16.0,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,61.71315282040399,937.8328055588204,0
+253,Male,0,Yes,No,61.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),85.06299271237688,5360.577132983234,1
+254,Male,0,Yes,Yes,34.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,101.37715781362685,3464.1659752139626,0
+255,Male,0,No,Yes,54.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,157.54418518326287,6954.455252268103,0
+256,Female,0,Yes,Yes,3.0,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),83.62620034746212,236.33258753832575,1
+257,Male,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,22.325986760183238,794.9801466077178,1
+258,Female,0,Yes,No,21.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,38.70212655864324,789.7960838728096,0
+259,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,103.16834672724625,607.2628180027295,0
+260,Female,0,No,No,2.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,38.33863419739275,61.826004559903225,0
+261,Male,1,No,Yes,56.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,One year,No,Credit card (automatic),100.15336510964931,5882.810071274507,1
+262,Male,0,Yes,No,64.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),88.68977955123638,5358.155957563929,0
+263,Female,0,Yes,Yes,62.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),118.65799237527501,9717.224291254803,0
+264,Female,0,Yes,No,55.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,63.72636360632543,3381.572589289647,1
+265,Male,0,Yes,Yes,36.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),73.08409272904838,3129.9912485833465,1
+266,Female,0,No,No,1.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),100.6403086383523,92.58062267764846,0
+267,Female,0,Yes,Yes,70.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),100.20428747016058,8066.601397743224,0
+268,Female,0,No,No,5.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,93.69841841722041,530.7561576179955,1
+269,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),151.12977697279374,11880.737563512248,1
+270,Female,0,Yes,No,34.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,124.63910974457653,4076.222222832748,0
+271,Male,0,Yes,No,47.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,131.64220762437378,7149.751151632966,1
+272,Male,0,No,No,8.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,70.82982362993869,605.3089104487684,0
+273,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.332513883886296,22.875865070434216,1
+274,Male,0,Yes,Yes,60.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),87.5836496040868,4697.346053487952,0
+275,Female,0,Yes,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),22.13246236579222,204.80561022219948,0
+276,Female,0,Yes,No,15.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),104.12207720674147,1241.966936327553,0
+277,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,23.505638395589763,22.776538967432398,0
+278,Male,0,No,Yes,3.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),64.23498320234211,253.98797295659796,1
+279,Female,0,Yes,No,51.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,57.469956097863786,2713.14589598401,0
+280,Male,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),90.84234907227777,6228.922600927981,1
+281,Male,0,Yes,Yes,66.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,29.938897650007746,1385.7542827109658,0
+282,Female,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),110.08304912144042,944.3787908914079,0
+283,Male,0,Yes,No,48.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),115.37058131265913,5993.914459638795,1
+284,Female,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,111.43022717621616,1016.3462947899463,1
+285,Male,0,No,No,54.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,One year,No,Electronic check,107.34958130918238,6531.116503527691,0
+286,Female,0,Yes,Yes,39.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26.603842826107986,900.0441206972016,0
+287,Female,0,No,No,48.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),123.50063631907453,5480.789488844805,1
+288,Female,0,Yes,Yes,72.0,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,No,Credit card (automatic),100.21858950141203,5964.45790033,0
+289,Male,0,Yes,No,29.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,90.16503399004839,2858.7959946782153,1
+290,Male,0,Yes,No,41.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,101.61961838688384,3286.677912129879,0
+291,Female,0,No,No,24.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,115.51956007123042,2695.81927105437,1
+292,Male,0,No,Yes,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,26.158513757749954,76.95085890206464,1
+293,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,113.71615125596433,90.68414842406268,0
+294,Female,0,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),148.60888586907996,10953.46226125071,1
+295,Female,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.05071536474868,173.36991501327284,1
+296,Male,1,No,No,29.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),118.76988348609633,3193.200226285155,0
+297,Female,0,Yes,Yes,58.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),69.95951745247136,3701.2359002045746,0
+298,Male,1,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),121.8411471306685,965.3235366171122,1
+299,Male,0,Yes,No,12.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.21301119446902,882.2646720144991,1
+300,Male,0,Yes,Yes,45.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,36.530977070784985,1518.0411022119952,0
+301,Male,0,No,Yes,41.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,121.99719972658141,4780.519289820239,1
+302,Male,0,No,No,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,24.934303581385226,596.0554664951392,0
+303,Male,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.85261340682725,198.1964478616082,1
+304,Male,0,No,No,18.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,94.15161800696319,1696.5322753059233,0
+305,Male,0,No,No,31.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,130.25987417936057,4445.672411827385,0
+306,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.754515864699872,37.638623234856695,1
+307,Male,0,No,No,39.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,No,Mailed check,49.74268264438776,1361.431531863968,0
+308,Male,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),68.55408558530094,5158.423201404446,1
+309,Female,1,No,No,13.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,133.34082081453585,1753.7805637970987,1
+310,Female,0,Yes,Yes,51.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Credit card (automatic),77.86010040014493,4910.580101600812,0
+311,Female,1,Yes,No,71.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,107.7407128832899,8446.644984832321,1
+312,Male,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,57.479847894574974,68.20510870425761,0
+313,Male,0,No,No,11.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),115.89671405759013,1166.8485745536143,1
+314,Female,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,21.34980939405165,195.74255678753556,0
+315,Female,0,No,No,37.0,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),40.58792960180539,1848.6179004239877,0
+316,Male,0,No,No,54.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),21.096044469745795,1369.8540917578812,1
+317,Male,0,No,No,17.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,86.88220435870441,1882.7841209364994,0
+318,Female,0,Yes,No,17.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,107.9416405588792,2075.6498422549334,0
+319,Male,0,Yes,No,56.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,115.23939473979011,7254.688465519977,0
+320,Female,0,Yes,Yes,7.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,27.94300495547596,184.1294737867562,0
+321,Male,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.465175261481743,1664.2510494578387,1
+322,Female,0,No,No,19.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.83861453363384,1327.390102179938,1
+323,Female,0,Yes,No,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.347472829398697,1415.7666641480655,0
+324,Male,0,Yes,Yes,2.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),132.37608656836443,195.9568034209472,1
+325,Male,1,Yes,No,7.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,82.6047517236775,485.81036024964686,0
+326,Male,0,No,No,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.58744505837208,1627.3179072747566,1
+327,Female,0,Yes,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,97.20119706726764,415.2390838834857,0
+328,Male,1,Yes,No,6.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,82.24899833697154,492.59363989788255,1
+329,Female,0,Yes,Yes,7.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,35.76267598247887,359.4489213870697,1
+330,Female,0,No,No,55.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,105.22083681728729,4754.244396912984,1
+331,Female,0,Yes,Yes,15.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,62.24477084691746,685.8066740560637,1
+332,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,23.86428079679947,21.356070549782462,1
+333,Female,1,No,No,3.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,60.99765736763148,150.38104906918377,0
+334,Female,0,No,No,7.0,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,66.7132474880038,567.4693029633474,1
+335,Male,1,Yes,No,12.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,88.76423909680798,1025.7876667493242,0
+336,Female,0,Yes,Yes,6.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),58.11735046411263,352.78474547081606,0
+337,Female,1,No,No,50.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,108.59874285533262,7062.6345148184855,1
+338,Female,1,No,No,7.0,Yes,No,DSL,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,82.6381796586989,540.4162992341855,1
+339,Male,0,No,No,30.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.2945584078448,3371.380568719245,1
+340,Male,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,22.370421323881907,282.8731616987187,0
+341,Male,0,No,No,27.0,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,68.89802699119493,2354.441257523352,0
+342,Female,1,Yes,No,17.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),117.95138222828666,1911.4974889436219,0
+343,Male,0,No,No,48.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),126.2012883496884,7574.471330928056,1
+344,Male,0,No,No,66.0,No,No phone service,DSL,No,No,No,Yes,No,No,One year,No,Credit card (automatic),42.754205358711246,2559.519925944431,1
+345,Male,1,Yes,Yes,60.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,101.47716503784481,5573.731660195475,1
+346,Female,0,No,No,53.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,99.31064225059636,5310.197895948894,1
+347,Male,0,No,No,35.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,28.596122187040717,1007.1049560914597,0
+348,Male,0,Yes,Yes,50.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),150.5976318731389,5393.397349941665,1
+349,Female,0,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),83.73373128383457,819.5428497458744,1
+350,Male,0,Yes,Yes,12.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,33.192698586351554,334.9389005845309,0
+351,Female,0,No,No,40.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.61681162297476,933.763795855371,1
+352,Male,0,Yes,Yes,7.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,68.9669798903339,601.0085078643814,1
+353,Male,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),108.71399079899346,8397.010279369424,1
+354,Male,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,127.76922023672762,288.96400981776765,0
+355,Male,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Two year,Yes,Electronic check,117.2314939903299,8687.473353059533,1
+356,Male,0,No,No,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),102.34577783713286,9636.22166245617,0
+357,Male,0,No,No,68.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),85.66883209504017,7077.519024591535,0
+358,Female,0,No,No,9.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),110.81554511757388,757.5987187423633,1
+359,Female,0,No,No,51.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),67.10790697020587,4254.014645678265,0
+360,Female,0,Yes,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,119.68949078752767,334.128276442645,0
+361,Male,0,No,No,1.0,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,61.034130161686036,77.94739758770538,0
+362,Female,0,Yes,No,7.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,56.48760527151096,426.4707488744956,1
+363,Female,0,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),131.90716289882835,7966.786427194003,1
+364,Female,0,Yes,No,41.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),134.4717325289857,5832.545347831262,1
+365,Female,0,Yes,Yes,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),108.17098676983423,311.25011704184055,1
+366,Female,0,No,No,50.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),110.92235203757087,4632.528654598522,1
+367,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),126.69980521496316,7998.761587428714,1
+368,Male,0,Yes,Yes,54.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),103.53136168862652,6345.764584367974,1
+369,Male,0,No,No,58.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),27.26329782927289,2187.188705780272,0
+370,Male,0,Yes,Yes,63.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,104.64126854811279,6375.461355524736,1
+371,Female,0,Yes,Yes,27.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,21.79858366359365,823.1778621452695,0
+372,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,86.46529164106306,191.82657613713423,1
+373,Female,0,Yes,Yes,68.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.38507173041146,1707.9985524647216,1
+374,Male,0,Yes,Yes,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,52.71258094005882,61.86899639656132,1
+375,Male,1,No,No,65.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,133.3121288824081,7362.888641640657,0
+376,Male,1,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),28.79497683172792,1820.7587476085635,0
+377,Female,0,No,No,2.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,101.60071800403566,235.8020465159656,0
+378,Female,0,Yes,No,44.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Mailed check,88.2980176291208,3996.5386413675897,1
+379,Male,0,Yes,Yes,42.0,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),98.91943633290951,3348.130780673685,1
+380,Female,0,Yes,No,19.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,116.25844117924751,2400.2368400418122,1
+381,Female,0,No,No,23.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,87.08429206069923,2192.60510926782,0
+382,Male,0,Yes,No,17.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),109.15180661757368,2234.2772878930023,1
+383,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,21.159625978445632,27.02250039969992,0
+384,Female,0,Yes,Yes,45.0,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),62.98781536579683,2352.6996563702564,0
+385,Male,0,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.8616389799204,616.5092715935084,1
+386,Female,0,Yes,Yes,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),28.329647471710622,1487.0786057993805,1
+387,Female,0,No,No,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,21.40862707567315,768.6760209098239,0
+388,Female,0,Yes,No,2.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,41.62572451653646,88.74987187341515,1
+389,Female,1,No,No,38.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),79.32455781087545,3192.9850878733587,1
+390,Male,0,No,No,52.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,110.44068736749354,6323.595921607045,0
+391,Male,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.001882066223256,1521.100617084287,1
+392,Female,0,Yes,Yes,51.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,110.11549107546338,5956.969824214281,1
+393,Female,0,Yes,Yes,72.0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),78.38422534447139,5362.1709086215105,0
+394,Female,0,Yes,No,43.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),128.71347017251034,5355.743907371956,0
+395,Male,0,Yes,Yes,67.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),70.46133464635483,4578.0104621433875,1
+396,Female,0,No,No,16.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,79.53270186804268,1312.1949172863633,0
+397,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,27.260579145229254,29.54569150359484,0
+398,Male,1,No,No,4.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),73.91776165180958,287.42282747284816,0
+399,Male,0,No,Yes,68.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.78152357556758,7665.080894454019,1
+400,Male,0,No,No,38.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,100.36334308823973,3840.8354024600253,0
+401,Female,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,22.98553047227482,356.4874247180722,1
+402,Male,0,No,No,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),23.324120959045555,1818.2004178439645,0
+403,Male,0,Yes,Yes,44.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.592986007794476,1235.6298982546894,1
+404,Male,0,Yes,Yes,70.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),121.41846997723493,7887.565883145857,1
+405,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,112.39161051813053,111.5023357751143,1
+406,Male,0,No,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,23.15112537598033,467.66095402915215,1
+407,Female,0,Yes,No,51.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),63.76955544945415,4290.637989453916,1
+408,Female,0,Yes,Yes,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1613015084618,396.44724538114804,0
+409,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.921880062522224,31.09382917105837,0
+410,Male,0,Yes,Yes,55.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),125.19974821230319,5473.527419878228,1
+411,Female,0,Yes,Yes,49.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),118.00130041008896,6733.571767108131,0
+412,Female,0,No,No,42.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),76.88909357403499,3000.6480533382087,1
+413,Male,1,No,No,24.0,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),62.44589529616414,1687.4193274452432,0
+414,Male,0,No,No,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.379318760203887,485.7285999494392,0
+415,Male,0,No,No,10.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,129.56327205775708,1141.3367307910821,0
+416,Female,0,Yes,Yes,14.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),94.12047775219071,1480.3010227444558,1
+417,Female,0,Yes,Yes,35.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),48.06197907450657,2228.088309498467,0
+418,Female,0,No,No,17.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.11533176678519,1499.2727174315883,1
+419,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4423031679861,71.37808338708784,1
+420,Female,0,Yes,No,2.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,60.73267331554661,97.71612075386977,1
+421,Male,0,No,No,23.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,82.62966090834819,2347.7081564570635,0
+422,Female,1,No,No,9.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),80.6680421476867,815.6757550395765,1
+423,Female,0,No,No,57.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,129.09629459405892,5872.331819496643,0
+424,Female,0,Yes,Yes,49.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Mailed check,132.98758933641946,7345.031710593162,1
+425,Female,0,No,Yes,4.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,112.40821854010814,493.3536310745093,0
+426,Female,0,Yes,No,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,22.245561523814345,515.4497203880807,0
+427,Female,0,No,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.885844453501498,387.06416250496596,0
+428,Male,0,No,Yes,2.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),61.81134394577551,193.68405242460906,0
+429,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,28.554616223020982,24.005127269936565,0
+430,Male,0,Yes,Yes,41.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),68.22826573234278,3114.292523944471,0
+431,Male,0,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),99.18245114968512,8204.17034462516,0
+432,Male,1,No,No,16.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,92.19807229640556,1321.524821663744,0
+433,Female,0,Yes,No,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),123.4303638656641,8266.868752680653,0
+434,Female,0,Yes,Yes,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.087290997447734,1358.8569496429157,1
+435,Male,0,No,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),96.7699697743696,7698.916421861925,0
+436,Female,0,Yes,Yes,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.487293644137395,908.2451641858463,0
+437,Male,1,Yes,No,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),142.91081833738087,7174.097824766502,0
+438,Female,0,No,No,1.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,107.55787229939558,139.7701927563952,1
+439,Female,0,No,No,14.0,Yes,No,DSL,No,No,No,Yes,No,Yes,One year,No,Credit card (automatic),68.41463993117853,922.6401303414867,1
+440,Female,0,No,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.389041038094344,529.558855693248,0
+441,Female,0,Yes,No,37.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,Yes,Electronic check,125.53062598243058,4083.8361053785384,1
+442,Male,1,Yes,No,11.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,92.68663808884865,970.4321503944464,0
+443,Female,0,Yes,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),96.18879513703773,780.5894933935019,0
+444,Female,0,No,No,46.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.991537676280984,2991.159826764626,0
+445,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46.08429912168916,61.50185121688594,0
+446,Male,0,No,No,51.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,Yes,Electronic check,105.7711711467655,6130.706894554765,1
+447,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,94.5959284062626,90.31066050859245,0
+448,Male,0,No,Yes,15.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,114.82762891750494,2001.821361754083,0
+449,Male,0,Yes,Yes,12.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),36.03706409203723,458.35550621167414,0
+450,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,70.34787181975427,184.5091992726313,0
+451,Male,0,No,No,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,22.48095283654356,391.3894971258356,0
+452,Male,0,No,No,68.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26.856652900160373,1628.5182889293658,1
+453,Female,0,Yes,No,25.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,89.61511582529154,2639.526550120315,1
+454,Female,0,Yes,No,30.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.01986258946005,3513.586623606594,1
+455,Female,0,Yes,Yes,57.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,88.21027533271369,6276.785370582795,0
+456,Female,0,Yes,Yes,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),102.49496959916057,8802.225431840765,1
+457,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,95.35420386649815,202.9818593763451,1
+458,Female,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,22.34884839651814,341.2167690172098,0
+459,Female,0,No,No,21.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Electronic check,71.95567445297901,1709.5777464551004,1
+460,Female,0,No,No,2.0,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,74.17720919623807,140.22052400477085,1
+461,Male,0,No,No,4.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,90.22123869021598,448.936680512093,1
+462,Male,0,Yes,Yes,67.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),21.39437120884423,1327.8137156703838,1
+463,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),70.35167080341162,134.49097827920767,0
+464,Male,0,Yes,Yes,24.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,62.25700011733435,1354.4292311910287,0
+465,Male,0,No,Yes,56.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,28.45813289934276,1772.5768826891162,1
+466,Female,0,No,No,14.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,103.93482011386664,1287.3412735048453,1
+467,Male,0,Yes,No,72.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.45888459794845,6013.188247494025,1
+468,Female,0,Yes,Yes,23.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Mailed check,49.266511780148655,836.6932291404345,0
+469,Female,0,Yes,Yes,67.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Credit card (automatic),43.21044591700718,3121.8206504637465,0
+470,Female,0,Yes,No,69.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),125.86855818424081,8685.167654073264,0
+471,Female,0,Yes,Yes,1.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,111.78319932601994,129.90096210270679,1
+472,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),121.58128632890786,11902.04194266606,1
+473,Male,0,No,Yes,1.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,63.277680318687224,54.50135343481322,1
+474,Male,0,Yes,No,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),27.571964625431676,847.0592756253021,0
+475,Male,1,No,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),33.19634892911543,1885.200197372571,1
+476,Female,1,No,No,8.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),127.17808130066913,1332.9817889910025,1
+477,Male,0,No,Yes,3.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,69.31520327754225,166.8826123555328,1
+478,Female,0,No,No,5.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,127.92510121338954,598.7086024144992,1
+479,Male,1,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.09218833417936,45.84005891121825,0
+480,Male,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Two year,Yes,Credit card (automatic),111.36932919792122,7586.776318058963,1
+481,Male,0,Yes,No,67.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),132.48248983409897,8013.153509930771,1
+482,Male,0,Yes,Yes,34.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.49525370849884,4342.413487192269,1
+483,Female,0,Yes,Yes,9.0,Yes,No,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Mailed check,86.72977884856412,662.5090174601281,1
+484,Male,0,Yes,Yes,71.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),115.44466261750729,9225.387321347042,1
+485,Female,1,Yes,Yes,48.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,107.12541251182849,7557.953789847903,0
+486,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),117.35298778633442,9988.835802294388,1
+487,Female,0,Yes,Yes,49.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,30.10208069393285,1664.5352859432362,1
+488,Female,1,No,No,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),127.10447133718995,8325.215745759788,1
+489,Female,0,No,No,57.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,One year,No,Electronic check,108.32281878793192,6701.998000082268,0
+490,Female,0,Yes,Yes,57.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),80.13403875742806,5311.511361909534,1
+491,Female,1,No,No,56.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),148.70786881764917,5584.290330887733,0
+492,Female,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),116.31541987003222,8430.660633907833,0
+493,Female,0,Yes,No,67.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Mailed check,83.00388701827774,6791.517112551344,1
+494,Male,1,No,No,18.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),127.4067518894354,1791.4795068864062,0
+495,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,95.29628031222853,94.0184729736889,1
+496,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),118.5245189666692,9659.296746099215,0
+497,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.762207979154727,64.85553813810021,0
+498,Male,0,No,Yes,47.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,67.45344609893533,3792.2748528812044,0
+499,Female,0,No,No,29.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),50.011658587095354,1379.8354877765353,1
+500,Male,0,No,No,71.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Credit card (automatic),98.77862957623258,7692.612422165707,0
+501,Male,0,No,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.737893503262278,161.2707409597206,0
+502,Female,0,Yes,No,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),114.45930753731078,8848.551027583024,0
+503,Male,1,Yes,No,59.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),119.04289236544398,5148.368689815959,0
+504,Male,0,No,No,30.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Two year,Yes,Mailed check,58.38299913377986,1672.8139784193843,0
+505,Female,0,No,Yes,14.0,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),65.56658661124445,1093.761438307744,1
+506,Male,0,Yes,Yes,28.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Electronic check,149.3389204484164,3283.202668844947,1
+507,Male,0,Yes,Yes,47.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,29.48592846263683,1450.3367842168943,0
+508,Female,0,No,No,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,22.514338082740146,808.4345323719112,0
+509,Female,0,Yes,Yes,28.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Electronic check,130.95766396361128,3552.8642267836567,1
+510,Male,0,No,Yes,39.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,No,Mailed check,115.77649039171074,3898.4827718451784,0
+511,Male,0,No,No,35.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),105.59365240745474,3374.9781718263557,1
+512,Female,0,No,No,64.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),130.2681347873765,7684.949394410814,0
+513,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.01176118106916,108.69618214042438,1
+514,Female,1,No,No,25.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,93.6325648048186,2455.1463512810883,0
+515,Female,0,No,No,64.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),161.60335247038438,10894.090613892235,1
+516,Male,0,Yes,No,2.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,102.91303336562677,223.4932962772646,1
+517,Male,0,No,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),23.9899081109314,1677.7665620608009,0
+518,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.925741563910343,24.12920830731261,0
+519,Female,0,No,No,8.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),100.96610000704005,961.9880646445964,1
+520,Male,0,Yes,No,69.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),132.34345931238354,8183.522907785112,1
+521,Female,0,Yes,Yes,72.0,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),68.16717641875795,5312.627224657667,0
+522,Male,0,No,Yes,35.0,Yes,No,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,87.43095409135914,3152.6279004765383,0
+523,Female,0,Yes,Yes,56.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,28.308534390917508,1451.360152234571,1
+524,Female,0,No,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),27.756597957380514,227.7299724895165,1
+525,Female,0,Yes,No,47.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,28.150810669112754,1750.0565353333652,1
+526,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,51.12859667021376,176.6393582477842,1
+527,Male,1,No,No,25.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,124.98504185646757,3196.2210832944074,1
+528,Male,0,No,No,18.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),96.36579753618788,2032.308073748421,0
+529,Male,0,Yes,Yes,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.460950094085526,406.1314749426276,1
+530,Female,1,No,Yes,30.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.07214393572124,4222.3222224803085,0
+531,Male,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),27.081722468328707,246.12546020843277,1
+532,Female,0,No,No,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,22.06534966356882,1213.572324277882,1
+533,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,92.25528457416783,742.6090520608028,0
+534,Female,0,No,No,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),93.0044432800392,6588.81924004154,1
+535,Female,0,No,No,29.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),113.0648495307106,3640.525850834821,0
+536,Female,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,22.226248458439674,261.42123840438506,1
+537,Male,0,Yes,Yes,7.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,41.71585163317534,409.00825611211053,0
+538,Female,0,No,Yes,39.0,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),36.42484395483888,1139.6244716707558,1
+539,Male,0,Yes,No,10.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,95.9176378049415,965.0152103215248,0
+540,Female,0,No,No,1.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,113.24421336818803,106.32818449779309,0
+541,Male,0,No,No,18.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,84.92017623948342,1644.925513995052,1
+542,Male,1,Yes,Yes,28.0,Yes,Yes,DSL,No,No,No,No,No,No,One year,Yes,Electronic check,71.11822884162655,1989.6005345105161,1
+543,Male,0,Yes,Yes,17.0,Yes,Yes,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,79.84908684378655,1593.6356379233553,0
+544,Female,0,No,No,33.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),27.0231090285742,985.3782141544759,0
+545,Female,0,Yes,No,65.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),133.57241385931505,8792.895837092154,1
+546,Male,0,No,No,24.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,118.916518539609,3288.05322833577,0
+547,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,80.88462008398879,73.5881916666162,1
+548,Male,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,134.1235904782135,132.71122902195268,1
+549,Male,0,Yes,Yes,62.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),138.0614771950389,6876.579351565903,0
+550,Female,0,No,No,19.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,97.45236556485513,2625.4759307760746,0
+551,Female,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),96.89983804168581,290.93918310304105,0
+552,Male,0,No,No,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.405983162394513,922.3563270107211,1
+553,Male,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),27.04552582036395,202.51592036833145,1
+554,Female,0,Yes,No,71.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),119.55767140093161,8823.47022784184,1
+555,Female,1,No,No,13.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,111.44247061294038,1498.689431133012,1
+556,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.53369792029353,25.811153360268904,0
+557,Male,1,No,No,10.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,98.23759392960369,1095.3519619593878,1
+558,Male,0,Yes,Yes,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.491354385205106,623.9616190460428,1
+559,Male,0,Yes,Yes,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),26.37575150856017,1679.6094459688868,1
+560,Male,0,No,No,49.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),130.04476310515554,6565.1846406858085,1
+561,Female,0,Yes,Yes,43.0,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),85.2418890720092,4405.770818248529,1
+562,Male,1,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,120.36870784178281,544.8549874852706,0
+563,Male,0,Yes,Yes,34.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),87.71895950585638,3159.9978079917323,1
+564,Male,0,Yes,No,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,22.10257993830733,1182.7544141815197,0
+565,Male,0,No,No,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),28.045688332823055,617.5799352259158,1
+566,Male,0,No,No,13.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,90.66058624208766,1218.4806088391995,1
+567,Female,0,Yes,No,64.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,147.78475065937917,10724.686050830582,1
+568,Female,0,Yes,Yes,67.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),76.616245895357,7218.8940435918885,0
+569,Female,0,No,No,13.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Mailed check,103.40844404291623,1251.8046694733434,1
+570,Male,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,105.817354031789,1053.6305092178284,1
+571,Male,0,Yes,Yes,38.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.61654269280781,3965.149015109895,1
+572,Female,0,No,No,28.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,69.7021552920491,1858.9516032479298,1
+573,Female,1,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,89.2892690152932,747.7123457146154,1
+574,Female,0,Yes,No,55.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),112.57929021552691,6649.892723510086,1
+575,Male,0,No,Yes,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),26.34193448258161,1420.0858327517533,1
+576,Female,1,Yes,Yes,65.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),129.9799236860237,8427.908029335202,0
+577,Female,0,Yes,Yes,39.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.920192105067063,976.8157286620578,1
+578,Male,0,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,144.4836435455229,8345.251435078202,0
+579,Female,0,No,No,4.0,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,58.5833935935008,268.32901804671843,1
+580,Male,0,No,No,53.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),29.506315371017454,1348.24350804932,1
+581,Male,0,Yes,No,63.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.478194862566703,1580.586871739218,1
+582,Male,0,Yes,No,40.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),76.12813502284527,3521.1327887604043,0
+583,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.143713434535126,29.842391416234946,1
+584,Female,0,No,No,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.193559758400646,982.0367745499195,0
+585,Female,0,Yes,Yes,23.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,95.85010256206513,2062.08457847372,1
+586,Female,0,No,No,4.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,No,Mailed check,68.52259212113336,274.3614251213168,1
+587,Male,1,Yes,No,60.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,147.66232665378894,6282.612008906544,0
+588,Male,0,Yes,No,66.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),95.56910624927298,7147.457504425869,1
+589,Female,0,No,No,60.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,One year,Yes,Bank transfer (automatic),79.91738156565759,5787.75514307431,0
+590,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,108.60669265091266,110.18443059532885,1
+591,Male,0,No,No,26.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,96.15595579721285,2522.734478111409,1
+592,Female,0,No,No,6.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.6689791737624,640.3149458556467,1
+593,Male,0,Yes,No,14.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,93.02965380929272,1319.3071915287408,1
+594,Female,0,Yes,No,64.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),22.3991790610159,1755.0478802950677,1
+595,Female,0,Yes,No,31.0,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Electronic check,94.75804659527192,2526.015148584808,1
+596,Male,1,No,No,67.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),159.39204449777878,10700.700263972056,0
+597,Female,0,No,No,60.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.82615440345518,8703.298088107951,0
+598,Male,0,Yes,No,18.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,147.90216212325382,2034.800291192352,0
+599,Male,1,Yes,No,32.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,138.92270557379024,4282.569529910178,0
+600,Male,0,No,No,51.0,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),45.88589763463745,2725.7486060373735,0
+601,Female,0,Yes,No,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,125.60736586668926,8242.843240931785,1
+602,Female,0,Yes,No,28.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,133.76741487971432,2603.344568775978,0
+603,Female,0,Yes,Yes,50.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,141.21818201722886,6499.888311434757,0
+604,Female,0,Yes,Yes,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),28.534474654166154,293.0106147687992,0
+605,Male,0,Yes,No,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),98.68675158497213,8046.766261183832,0
+606,Female,0,Yes,Yes,64.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,132.8850847566481,7313.107968802655,1
+607,Male,1,Yes,No,41.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,124.47847258959654,5911.058390950423,0
+608,Male,0,Yes,No,20.0,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Mailed check,75.79559378997261,1727.1285600323315,1
+609,Male,0,No,No,7.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.3532499124421,831.3617147293976,1
+610,Female,0,Yes,Yes,3.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,36.431569402457555,101.42982920293187,0
+611,Male,1,No,No,5.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,84.46835888751865,414.69841618333095,1
+612,Male,0,No,Yes,19.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),26.651220380526897,498.48668543453306,0
+613,Male,1,No,No,57.0,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,Yes,Electronic check,59.25434168955091,3764.08050610308,1
+614,Male,1,Yes,No,69.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,107.19498055645471,6972.566156505072,1
+615,Male,0,No,No,2.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,84.7222642892244,192.03384070517345,0
+616,Male,0,No,No,12.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,106.67980156215775,1540.5954050028624,1
+617,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,100.27019300871356,124.517519911327,0
+618,Female,0,Yes,Yes,22.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,75.26659592855079,1270.2335525929811,0
+619,Male,0,No,Yes,33.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),44.25362232831427,1549.49580903184,1
+620,Male,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,23.65691820886525,118.73199771219612,0
+621,Male,0,No,Yes,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,30.55092063457055,220.35139356616457,1
+622,Male,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.20686457613858,408.2105644382888,0
+623,Female,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,55.2141496513677,90.7948212228378,0
+624,Male,0,Yes,No,37.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,61.55129455628903,2461.958794435077,0
+625,Male,0,Yes,Yes,65.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),139.0907563253754,9180.328064309095,0
+626,Female,0,Yes,Yes,64.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,35.121320789681874,1670.448529425514,0
+627,Male,0,Yes,No,25.0,No,No phone service,DSL,No,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),54.162282998973076,986.843219243612,1
+628,Female,0,No,No,37.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.5885049344982,4674.806022909491,1
+629,Female,0,No,No,10.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,110.62259136183253,1119.5180210186315,0
+630,Male,0,Yes,No,51.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),123.03038422086043,5123.052665727329,1
+631,Male,0,Yes,No,45.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Two year,No,Credit card (automatic),70.45649250683724,2676.4881329707478,0
+632,Male,0,No,No,51.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),80.2602600809993,3263.0583220889994,0
+633,Male,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,24.521185710815946,204.2265102119434,0
+634,Female,0,No,No,68.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),119.76952174542767,8392.594191510634,0
+635,Female,0,No,No,5.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,69.0940964960336,417.05106808871886,0
+636,Female,0,No,Yes,43.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),122.59903218178111,5169.169369858378,1
+637,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.43671173687202,24.833156092715182,1
+638,Female,0,No,No,13.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,102.03103093043896,1182.1152639794266,1
+639,Female,0,Yes,No,69.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),30.306837013599747,2327.387991636268,1
+640,Male,0,No,Yes,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),29.9381916938904,159.06240529502162,0
+641,Male,0,Yes,No,24.0,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),77.08002348125656,2213.3618067813654,1
+642,Female,0,Yes,Yes,41.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),136.40286893941538,5508.656481176759,0
+643,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,53.90316259852436,66.86663969652155,1
+644,Male,0,No,No,2.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),31.620074828803617,99.48094853185901,0
+645,Male,0,No,No,14.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,103.27711127415361,1476.0365507929641,1
+646,Male,1,No,No,2.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),119.07706120631619,247.77010513098418,1
+647,Female,0,Yes,Yes,5.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,113.07424053284332,645.2509490161981,0
+648,Male,0,No,No,17.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,35.97481991500783,545.9346327145627,1
+649,Female,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,23.345500586400092,550.2937112161316,1
+650,Male,1,No,No,39.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,98.82913439207353,4774.026539801086,1
+651,Male,0,No,No,31.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,133.7861076614535,4116.90435093816,1
+652,Female,0,No,No,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,23.453833317466856,1342.1830470707762,0
+653,Male,0,Yes,Yes,52.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,69.40693031379978,4870.235628713252,1
+654,Female,0,Yes,No,64.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,92.43114432342475,5318.578799563366,0
+655,Female,0,Yes,Yes,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.266615569634638,355.46038599007335,0
+656,Male,0,Yes,No,40.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),154.55018534073014,4433.474862164937,1
+657,Female,0,No,No,50.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,104.07753785639815,5962.043381250391,1
+658,Male,0,Yes,No,41.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,118.2685114150138,4445.821803183832,1
+659,Female,0,Yes,Yes,24.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.38994418794113,781.1270099542373,1
+660,Male,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),55.19185135574596,115.29769420410837,0
+661,Male,0,Yes,Yes,12.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,80.77440161608064,872.5350359876486,0
+662,Female,0,No,No,12.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,127.71325640026781,1162.7316761140542,0
+663,Male,0,Yes,Yes,36.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,65.88282312367173,1994.9952545001274,0
+664,Male,0,Yes,Yes,65.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),27.625183840348782,1368.7028792581282,1
+665,Male,0,No,No,16.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,68.59338046159976,973.4217023474934,0
+666,Female,0,Yes,Yes,23.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,97.26927904309821,2360.8099303109084,1
+667,Female,0,Yes,Yes,10.0,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,63.35792459640197,821.4180313097175,0
+668,Female,0,Yes,Yes,36.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),115.87630713470377,4197.534724421045,1
+669,Female,0,Yes,Yes,68.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),102.68383973959082,8337.088638079169,1
+670,Male,0,Yes,Yes,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,27.264917560354174,1317.0900177061778,0
+671,Male,0,No,No,1.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,106.33286437342643,102.73774406355442,1
+672,Female,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,109.24792759013586,429.2187483865977,1
+673,Male,0,Yes,Yes,23.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),69.50748306054085,1796.77341124656,0
+674,Male,0,Yes,No,49.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Electronic check,117.55706658132266,5865.1126752908685,1
+675,Male,0,No,No,40.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.66834098625557,4793.4126594124455,1
+676,Female,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,100.13015163872075,99.55221401256956,1
+677,Female,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.88481270638603,74.26641562724346,1
+678,Female,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),21.127723220642377,758.7945042621494,0
+679,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,28.054066978002844,26.083094194716875,0
+680,Male,0,Yes,No,63.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),98.96615801882574,5889.888758513421,0
+681,Female,1,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,108.83001139811522,898.5925926519343,0
+682,Female,0,No,Yes,28.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5424409590773,689.5425873714003,0
+683,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,72.17756014882349,99.12777786117177,0
+684,Female,0,Yes,No,18.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,73.61548672500766,1192.6378864273718,0
+685,Female,0,Yes,Yes,68.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.51343949117837,7173.153902750184,1
+686,Male,0,Yes,Yes,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,27.56723969475213,471.34993512323365,0
+687,Female,1,No,No,71.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,151.47290100150673,9545.95258778829,1
+688,Female,0,Yes,No,11.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,109.10244283733628,1248.0460996875836,0
+689,Male,0,Yes,No,12.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),111.86517486937159,1224.1128695007721,1
+690,Male,0,No,No,27.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,58.86669149044094,1649.3966062406946,0
+691,Male,0,No,No,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,22.9872967013734,515.5422279721113,0
+692,Male,0,No,No,19.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.007883194711212,469.61609730792657,0
+693,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,26.68346824646375,23.759843216260805,1
+694,Male,0,Yes,No,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,84.60530637819289,8662.962894894781,1
+695,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,28.061703413375255,54.26824292956405,1
+696,Male,1,Yes,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,122.11591063884552,116.70774639545374,1
+697,Female,0,Yes,No,58.0,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Electronic check,69.78658525011751,5668.872826521543,1
+698,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,73.54005114931495,90.90896390323557,0
+699,Female,0,Yes,Yes,58.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Credit card (automatic),141.6833219279103,6021.794996194065,0
+700,Female,0,No,No,56.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),21.975336533655714,1274.3709483971322,0
+701,Female,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),25.564210284707528,86.79578893775374,1
+702,Female,0,No,No,4.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),61.72256904097345,178.18360808045526,0
+703,Female,1,Yes,No,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,166.96973218087533,9626.797001207975,0
+704,Female,0,No,No,26.0,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),101.15668782047233,2521.2708759013713,0
+705,Male,0,No,Yes,53.0,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,No,Electronic check,113.05621914165948,5458.050792183156,0
+706,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),105.12947185764263,202.1327576478135,1
+707,Male,0,No,No,29.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),144.86191193638348,2871.2990707837234,1
+708,Male,0,Yes,Yes,4.0,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),78.20084474260052,336.22892026648805,1
+709,Female,0,Yes,Yes,52.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),117.21731454809853,6469.6804667485285,0
+710,Female,1,Yes,Yes,29.0,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,45.9408942112886,1155.1313711338573,1
+711,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,126.2792417398489,92.0417134565514,0
+712,Female,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,92.39209465900178,1647.6492030801412,0
+713,Female,0,No,No,23.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,101.41503764940201,2165.42187480962,0
+714,Female,0,No,No,18.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,110.0061244944364,1834.80843404257,1
+715,Male,0,No,No,47.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,No,Bank transfer (automatic),101.82289337845883,4621.602358070438,1
+716,Female,0,Yes,Yes,52.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.89682328220663,1436.8903199961724,0
+717,Male,0,No,No,9.0,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,76.24236344674875,703.4963858484466,1
+718,Male,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,110.42665453864511,87.29832178520932,0
+719,Female,0,Yes,Yes,59.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Mailed check,89.1901580822332,6225.656120758455,0
+720,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.00071468308875,83.59173739914274,1
+721,Male,0,Yes,Yes,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),24.943662505591114,295.1600356562241,0
+722,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,60.77275768638589,175.77719779097117,0
+723,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,23.711528667038987,23.869147424750956,1
+724,Male,1,No,No,43.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,115.3506406431354,4252.217040798015,1
+725,Male,0,Yes,Yes,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),26.52480617557996,950.8210364990377,0
+726,Female,1,Yes,No,50.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,111.43301770298439,4939.246096879911,0
+727,Male,1,No,No,5.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,53.59249065357102,334.7534963458643,1
+728,Male,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.802714415440615,416.038880333272,1
+729,Male,0,Yes,Yes,25.0,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,No,Mailed check,68.86232485858419,1709.3796711497992,1
+730,Male,0,No,No,8.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.437602817070456,525.3182908857142,1
+731,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),155.81543830908896,9139.848486195275,0
+732,Male,1,Yes,No,70.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),127.03921190892434,9193.481563667618,0
+733,Male,0,No,No,71.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,One year,No,Credit card (automatic),117.84602338576258,6757.668563914315,1
+734,Female,0,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.97159269093709,84.42148909896348,1
+735,Male,0,No,No,68.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Bank transfer (automatic),111.22792465894591,7483.9414498835395,0
+736,Female,0,Yes,Yes,14.0,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),116.52303554055973,1612.2803171527116,0
+737,Male,0,No,No,17.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,22.78335536979222,315.70446329627634,1
+738,Male,0,Yes,Yes,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.58110484072178,304.2976566995339,0
+739,Female,0,Yes,Yes,28.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),23.816566356491098,784.6616153691265,1
+740,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,29.776740725865483,22.339765845069557,1
+741,Male,0,Yes,Yes,40.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,113.12600116825145,4163.287056119472,1
+742,Male,0,No,No,5.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,48.22418516223021,261.4690007761273,1
+743,Male,0,Yes,No,25.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),140.46607530919047,2877.6628076911225,1
+744,Male,0,No,No,34.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,66.80294140289077,2079.765543327416,0
+745,Female,0,Yes,No,70.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,119.39035201307543,8904.91927416975,1
+746,Male,0,Yes,No,69.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),75.78830811494048,5452.7144998908825,1
+747,Female,1,Yes,No,69.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Credit card (automatic),87.89022193109854,6361.96187168312,0
+748,Female,1,Yes,No,18.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.3430562636915,817.5124319620309,1
+749,Female,0,Yes,Yes,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),119.02758768839088,8554.104865346219,0
+750,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),127.37220926088308,7624.294491966616,1
+751,Female,0,Yes,No,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.048924557658392,1663.920938733208,1
+752,Female,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,29.13742291631277,306.5277702685066,1
+753,Female,0,No,No,49.0,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),99.03141116767023,4388.699312679356,0
+754,Female,0,Yes,No,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),21.540232956074494,1433.3390615706355,0
+755,Female,0,Yes,Yes,51.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,One year,Yes,Electronic check,110.81475873436075,5307.2682067032,1
+756,Male,0,Yes,No,38.0,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),71.40101565429953,2948.747179514919,1
+757,Female,0,No,No,51.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Credit card (automatic),113.2661706488922,6701.427922882692,1
+758,Female,0,No,No,9.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,58.774340301540086,505.0874176190593,0
+759,Female,0,No,No,9.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,107.43362454677282,1138.7186009415482,0
+760,Female,0,Yes,Yes,50.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),109.87636326407757,4550.888879121742,1
+761,Male,0,No,No,42.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,149.85283176886975,6213.868980434925,0
+762,Male,0,Yes,No,9.0,No,No phone service,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Mailed check,60.332145288580044,383.41148480114623,0
+763,Male,0,Yes,No,50.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),65.06584241921914,2604.4876549546566,1
+764,Female,0,Yes,No,11.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,115.06018352296476,1712.234746220681,0
+765,Female,0,No,No,42.0,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),79.93698318161829,3494.180679756777,0
+766,Female,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,27.775558333540996,44.69410996432415,0
+767,Male,0,No,Yes,23.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),52.060845231222615,1070.1313122157176,0
+768,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,98.26905121225519,71.82519853357248,0
+769,Male,0,No,No,16.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),126.49997985478566,2042.3161702874354,0
+770,Male,0,No,No,67.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),116.77820555651303,6425.830531766189,1
+771,Male,0,No,No,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),26.56213015721649,1716.4499583809504,1
+772,Female,0,No,Yes,25.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),50.83650754983921,1105.1063628625996,0
+773,Female,0,No,No,5.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,56.87066562093443,333.24049192915896,0
+774,Male,0,No,No,24.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,31.335844427526443,808.2941469057021,1
+775,Male,0,No,No,48.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.21548097690747,4647.544586354295,0
+776,Male,0,No,No,55.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Electronic check,66.49303048147947,3690.298846654415,0
+777,Male,0,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,97.00693861553387,410.91992223035066,0
+778,Female,0,No,No,1.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),57.450400628136016,66.18190934698553,1
+779,Female,0,Yes,No,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),22.151002488195278,1623.227562565793,1
+780,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.92349259589074,96.61335246065381,0
+781,Male,0,Yes,No,1.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,135.62667308768334,111.00402956399518,0
+782,Male,1,Yes,No,10.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,117.17701846261382,1330.6640568435434,1
+783,Female,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,28.961873886555615,191.98613037742587,1
+784,Male,0,No,No,42.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,129.29462839056416,6059.030606894235,0
+785,Male,0,Yes,No,61.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,Yes,Electronic check,126.59099077331798,6712.914078703392,1
+786,Female,1,No,No,18.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,101.02894283721376,1499.9643265296602,0
+787,Female,0,Yes,Yes,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.235315366386175,700.5333152267405,1
+788,Male,1,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,81.67048245885732,90.71052520850718,0
+789,Female,0,No,No,35.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),95.49002427329835,3981.709420991885,1
+790,Female,0,Yes,No,58.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),136.14109589285317,8404.614969048509,0
+791,Female,0,No,No,54.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),123.35501374053102,6616.29296375894,1
+792,Male,0,Yes,Yes,70.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,35.74465757598962,1903.6035360384697,0
+793,Male,0,Yes,No,50.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,103.14940749059446,5399.04860749301,1
+794,Female,0,Yes,No,68.0,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,62.13413053114888,4832.875959653821,1
+795,Female,0,Yes,Yes,51.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),49.237631266809316,2172.375733623308,1
+796,Male,0,No,No,11.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,84.03477656336761,992.4507110711137,0
+797,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,120.60348483297093,11356.44761326472,1
+798,Female,1,No,No,7.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,57.470525802869325,581.3960033713215,0
+799,Female,0,Yes,Yes,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.117124335811212,969.9890331723062,0
+800,Male,0,Yes,No,67.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),125.10268085698587,9257.364693293732,0
+801,Male,0,Yes,Yes,34.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,29.083107121698305,733.2470514407131,0
+802,Female,1,Yes,No,60.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),143.78034722548364,7380.844196882281,0
+803,Male,0,No,No,39.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,29.221288311327648,1180.0180377834304,0
+804,Female,0,Yes,Yes,67.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,149.97181258075753,9019.913612019815,0
+805,Female,0,Yes,No,25.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,87.10071831281506,2315.688551449585,1
+806,Female,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,87.36218901978387,220.69490227378296,0
+807,Female,0,No,Yes,10.0,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,49.12204137500998,508.8046612839604,0
+808,Male,0,No,No,9.0,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),70.13409367521051,653.9669893172484,1
+809,Female,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),24.03805949547887,82.62535114608694,1
+810,Male,0,No,No,19.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),29.33360965503834,667.2854383032629,0
+811,Female,0,Yes,Yes,56.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Bank transfer (automatic),128.9282585519883,5830.704020329435,0
+812,Female,0,No,No,3.0,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,68.3385709593811,212.45876631602255,0
+813,Female,0,No,No,8.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,40.370460736814955,309.82794877983093,1
+814,Female,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),121.82062352099204,9516.83273085108,0
+815,Male,0,Yes,No,63.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),150.8574880481668,7557.475288941081,0
+816,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,33.630511905311124,33.744510753552476,0
+817,Male,0,Yes,No,66.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,116.31757451503942,8814.718343945471,0
+818,Female,0,No,No,4.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,137.70399425916705,488.3904020177224,1
+819,Male,0,Yes,Yes,45.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),153.852147056577,6211.545945726509,0
+820,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),93.35628123622202,6004.225612214128,1
+821,Male,0,Yes,No,55.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),29.52933202279553,1476.628587265558,1
+822,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,26.876274942026523,28.680841099196172,0
+823,Female,0,Yes,Yes,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,27.42550549940713,546.2521321482049,1
+824,Female,1,No,No,52.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),132.32341424125124,6734.278453653192,0
+825,Female,0,No,No,28.0,Yes,Yes,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,83.95522922795928,1985.4693350392972,1
+826,Female,0,Yes,No,20.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,35.83275438372059,683.5451928446087,0
+827,Male,0,Yes,Yes,67.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,60.63801806036514,5495.817888135621,0
+828,Male,0,Yes,Yes,52.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),135.04193424434612,5629.643448021851,0
+829,Female,0,Yes,Yes,58.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,70.8070208753293,4008.2922431202987,0
+830,Male,1,No,No,11.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),88.1605081507529,981.1058118338838,0
+831,Female,0,Yes,Yes,40.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,118.4782178914172,3652.931011749632,0
+832,Female,0,No,No,14.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),64.51682665933603,766.7241270785695,1
+833,Male,1,Yes,No,55.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,90.64202477626377,5740.7942095013195,0
+834,Male,0,Yes,Yes,22.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),99.04647611142511,1927.9474061911164,1
+835,Female,1,Yes,No,68.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.0826940227953,6854.38630248703,0
+836,Female,0,No,No,20.0,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),76.60947616946447,1961.8098899209733,1
+837,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,28.85520103726743,21.19536890773378,0
+838,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,94.87574329922322,88.13167486243624,1
+839,Male,0,No,Yes,64.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),114.01611506508422,6760.079345503345,0
+840,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),129.2573806683126,7571.632978111663,1
+841,Female,1,Yes,No,24.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.6654930803226,2466.8823564700892,0
+842,Male,0,Yes,Yes,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),27.62285856850616,829.8395873095047,1
+843,Male,0,No,No,2.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,27.130392706834368,70.22715074788677,1
+844,Female,0,Yes,Yes,51.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.167455097061854,1327.2846454861283,0
+845,Male,1,Yes,No,34.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),100.3332966514071,3472.644510755997,0
+846,Male,0,No,Yes,56.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,26.281631324456306,1923.7587494375407,0
+847,Male,0,No,No,57.0,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,48.97044425902063,2775.9433490659812,0
+848,Female,0,No,No,10.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,43.56503320304096,502.6980811932289,0
+849,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,28.989983376581936,27.025802458361262,0
+850,Female,0,No,No,13.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,30.06020100704168,301.39333670184186,1
+851,Male,1,No,No,24.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,91.82330021057479,2597.301314870614,1
+852,Female,0,No,No,67.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),89.23140801796579,4771.284681342643,0
+853,Female,0,No,No,13.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),74.13724478548524,870.1608235475989,1
+854,Male,1,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),34.89155197284135,2685.7033422364516,1
+855,Male,0,Yes,No,65.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),103.11211805821341,7157.030288124327,0
+856,Female,1,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),126.01954689915661,8517.471405067212,0
+857,Male,0,No,No,11.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),52.067810284691696,606.6291157098291,0
+858,Male,0,Yes,No,65.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,One year,No,Credit card (automatic),90.67328552653092,4509.431919387272,0
+859,Male,0,Yes,No,61.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,64.55009473462336,4322.874658264647,1
+860,Male,0,No,Yes,21.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46.995626326447756,1144.5271293068276,0
+861,Female,0,Yes,Yes,36.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.28697054584468,1073.281062291888,0
+862,Female,0,Yes,Yes,69.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),81.74485308241081,4936.891107856565,0
+863,Female,0,Yes,No,11.0,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),99.06966179038186,1668.3336653235394,0
+864,Female,0,No,No,65.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),72.80460253002903,5443.167459546263,1
+865,Female,0,Yes,Yes,24.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),79.98332564160204,2066.4618610739067,1
+866,Male,0,No,No,21.0,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,56.982862435675955,1373.0245792559951,0
+867,Male,0,Yes,Yes,44.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),57.009283763769446,3314.0854683736306,0
+868,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,101.31554693551911,119.44270622400444,0
+869,Female,0,No,No,6.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),52.16541080006983,359.8896794740517,0
+870,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,117.80682546867648,9474.407769615045,1
+871,Male,1,Yes,No,14.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,96.3872295597364,1399.8822215940754,0
+872,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),28.635870244778364,24.75821804790795,1
+873,Male,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.17178228704985,264.0147437044382,1
+874,Female,0,Yes,No,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,22.384094598963948,1472.1374055316585,0
+875,Male,0,Yes,Yes,69.0,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),109.33637321281404,5759.049242890897,1
+876,Male,0,No,No,11.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,105.43098619185284,964.833431495952,0
+877,Male,0,Yes,Yes,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.958036594610753,1263.390198753104,1
+878,Male,0,Yes,Yes,56.0,No,No phone service,DSL,No,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),39.6354029689477,2784.106727013001,0
+879,Female,0,Yes,Yes,22.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,70.59851728416143,1925.6694224930447,0
+880,Female,0,No,Yes,40.0,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),66.45802158308851,2785.568506518335,1
+881,Male,0,No,No,63.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,No,Credit card (automatic),151.63494612258233,9021.64415717586,0
+882,Female,1,Yes,No,43.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,109.96472112398023,5523.316949728275,0
+883,Female,1,No,No,46.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,123.86220386610046,5539.333931279581,0
+884,Male,0,Yes,No,17.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Credit card (automatic),123.18297380657337,1475.1068058452013,0
+885,Female,0,Yes,No,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,135.35238782206468,9958.550232260433,1
+886,Female,0,No,No,31.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),88.71495266676997,2495.822169246644,0
+887,Male,0,No,No,50.0,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,51.66829240053625,2581.357605453292,0
+888,Male,0,Yes,Yes,45.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),105.03877223884336,3800.407388480627,0
+889,Female,1,Yes,No,66.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),138.52915955670002,9749.065676478685,1
+890,Female,1,No,No,31.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,92.32748334643004,2519.534761027176,0
+891,Male,1,Yes,No,67.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),79.53521921649347,4777.204395835398,0
+892,Female,0,Yes,No,49.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),26.636386444523744,992.580921149612,1
+893,Female,0,Yes,No,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,28.317944865921362,558.8462861892308,1
+894,Male,1,No,No,24.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,118.34391003814991,2935.181337175755,1
+895,Male,0,No,No,69.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,115.90086566887675,8700.89526709822,0
+896,Female,0,No,Yes,3.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.785205373083315,78.94313267081259,1
+897,Male,0,Yes,No,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.361437269892708,1655.79481076938,0
+898,Female,0,No,No,32.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,No,Electronic check,100.28127856307334,3727.2224671758895,1
+899,Male,0,Yes,No,31.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),123.56369842222416,2974.295238452451,0
+900,Female,1,No,No,18.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,108.57046077104958,1635.850561952587,0
+901,Male,0,Yes,No,38.0,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),86.32481300475841,3222.285174116714,0
+902,Male,1,Yes,No,1.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,115.5388286539184,117.24293145341544,0
+903,Male,0,No,No,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),23.66178143815973,1625.4720563968942,1
+904,Female,0,Yes,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.969692915070535,388.14351502048095,1
+905,Male,0,Yes,Yes,13.0,Yes,No,DSL,No,No,No,No,Yes,Yes,One year,Yes,Electronic check,84.25226418613201,990.3993324525784,1
+906,Male,1,Yes,Yes,24.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,89.49987162960404,2620.489493077455,1
+907,Female,1,No,No,49.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),99.11804805547253,4848.471134161877,1
+908,Male,0,Yes,Yes,55.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),72.01860392372943,3274.8147862317787,1
+909,Female,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,147.71773818014063,11158.90424674065,0
+910,Male,0,No,No,24.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,127.41330401794616,2874.064989831798,1
+911,Female,0,Yes,No,17.0,Yes,Yes,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),78.87376430403435,1483.791303577569,0
+912,Male,0,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,85.41530480049063,70.77278889421733,1
+913,Female,0,Yes,Yes,8.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),30.097771038561856,168.92086040028178,0
+914,Male,0,No,No,27.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Credit card (automatic),90.0639980803431,2158.337640271305,0
+915,Male,0,Yes,No,34.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,98.0506108995987,4433.521685727113,0
+916,Male,0,No,No,30.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),139.58024221071443,4523.719485514621,1
+917,Female,0,Yes,Yes,32.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),62.922497676847534,1910.6614259997157,1
+918,Male,0,Yes,No,17.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),87.70677887713163,1763.8947378703092,1
+919,Female,0,No,No,63.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,No,Credit card (automatic),98.98218720852302,8323.817790977348,1
+920,Male,1,No,No,45.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),131.5920579661853,6067.623313791095,0
+921,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.823593661418062,122.22706770491946,1
+922,Male,0,Yes,No,18.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,113.89369055766363,2172.6570598233916,1
+923,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.52918187418487,70.6803338034605,0
+924,Male,0,No,No,12.0,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),90.73796636218157,973.6554222371803,0
+925,Male,0,No,No,50.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),96.93649417075461,5804.237112089397,0
+926,Male,0,No,No,7.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),59.88596794428537,352.51674202300563,1
+927,Male,0,Yes,Yes,19.0,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Bank transfer (automatic),61.69995239807493,977.0259970313618,0
+928,Male,0,Yes,No,66.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),132.4468161114406,8763.897721368627,1
+929,Female,0,No,Yes,18.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),37.24905333955969,664.2304851649038,1
+930,Female,0,No,Yes,12.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,84.66038792277338,1032.6297106324366,1
+931,Female,0,No,No,39.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),29.778304235774566,1049.8114398446455,1
+932,Male,0,No,No,55.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.24936797156037,7115.624033238592,1
+933,Male,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),27.730474282883648,25.250540145083363,0
+934,Female,0,Yes,No,46.0,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,61.113455284322725,3084.4747136256237,0
+935,Male,1,No,No,9.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,50.05465026500497,558.6167835888874,0
+936,Female,0,Yes,Yes,30.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,132.21898042726636,4349.083183450215,1
+937,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,103.28608475755786,72.98895197352937,0
+938,Male,0,Yes,Yes,67.0,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,97.24849427479293,5519.13706297636,0
+939,Female,1,Yes,No,32.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,80.97468283202228,3436.5626228645683,0
+940,Male,0,Yes,Yes,56.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),108.85460914508616,7260.010649445396,1
+941,Male,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),168.97359397316504,12424.16640908961,1
+942,Male,0,No,No,53.0,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),66.17707667679794,4255.431082018671,1
+943,Male,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),22.2256939433927,186.91078596088423,0
+944,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,27.078815055773788,27.74092054357322,1
+945,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),115.55263033746148,9950.810370399855,0
+946,Male,0,Yes,Yes,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,22.299691089750066,464.6507498880232,1
+947,Female,0,Yes,No,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),23.538838130402493,1646.5707037589912,0
+948,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),119.78092408621447,10858.084150125396,1
+949,Female,0,Yes,Yes,68.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),112.40100131056518,7326.867248013414,0
+950,Male,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),132.1402493887188,2118.7467605902157,0
+951,Male,0,Yes,Yes,56.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,150.48963861871326,8672.41422951236,1
+952,Female,1,No,No,8.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),92.78215444132339,846.8471155844533,0
+953,Female,0,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,108.92767778549963,247.97196841594504,1
+954,Male,1,No,No,26.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,112.77706850750602,3003.0927242621524,1
+955,Male,0,Yes,Yes,4.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,51.615646673920985,173.7287593526438,0
+956,Male,0,Yes,No,42.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),29.681310097793393,1574.7101786871885,0
+957,Female,1,No,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,94.22436320145418,382.13163447688817,0
+958,Female,0,No,No,25.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),21.789461579737416,698.3079322716685,0
+959,Female,0,Yes,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),25.34990312186461,474.30806975533426,0
+960,Female,0,No,Yes,2.0,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),66.6813817267752,155.55357502179874,1
+961,Male,0,No,No,51.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,29.72538369250544,1069.1173698497867,1
+962,Male,0,Yes,Yes,26.0,Yes,No,DSL,No,No,Yes,No,No,No,One year,No,Mailed check,51.252284273713116,1876.215430148215,1
+963,Male,0,No,No,69.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),148.5270271563082,7477.418491306736,1
+964,Female,1,No,No,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),155.91513950775814,8730.04349703967,0
+965,Male,0,Yes,No,22.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),121.4205328583501,2283.499469358622,0
+966,Male,0,Yes,Yes,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.301540494928222,362.85656670386203,1
+967,Female,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,21.19110755197659,777.7669799146906,0
+968,Male,0,No,No,6.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.12345137182201,741.6927483150853,0
+969,Male,0,Yes,Yes,58.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),155.03260896534965,7145.517410009447,1
+970,Female,0,Yes,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,28.554233753849196,532.6917680388173,0
+971,Female,0,No,No,60.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),99.65416477349282,5940.332863468204,1
+972,Female,0,Yes,Yes,71.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26.605346264811292,2012.363668932724,1
+973,Male,0,No,No,5.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,135.69110887417582,678.2004073077491,0
+974,Male,1,Yes,No,24.0,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),39.39815607556997,1196.4032876522765,0
+975,Male,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),22.07310546174155,879.3119815314324,1
+976,Male,0,No,No,5.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,58.03683775040055,267.3130507002514,1
+977,Female,0,No,No,56.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.369554222895278,1468.3116028727904,1
+978,Female,0,Yes,No,53.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Electronic check,92.88199777395249,5156.422926060434,0
+979,Female,0,Yes,No,24.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),144.18281840627438,3502.9144280611936,1
+980,Female,0,Yes,No,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.250263050899104,1440.3420969184735,0
+981,Female,0,Yes,No,55.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,106.75769539504374,5767.673266545101,0
+982,Male,0,Yes,Yes,52.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,29.896163100278603,1777.025542752424,1
+983,Female,0,No,No,54.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,116.8601488328513,6260.843056914634,0
+984,Female,0,No,No,4.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,55.607969708262964,266.72805919502684,0
+985,Female,0,No,No,9.0,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,69.90956155492606,780.8263635342124,0
+986,Female,0,No,No,22.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,104.44188127011932,2635.396569202973,0
+987,Male,0,Yes,No,32.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,No,Mailed check,70.64865431163877,3234.1461210029734,0
+988,Female,0,Yes,No,67.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),111.60623410007994,7793.034059308244,1
+989,Female,0,No,No,24.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.8212430723424,2349.6836903612575,1
+990,Male,1,No,No,69.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),30.15107868791928,1919.9397990613302,0
+991,Male,1,Yes,No,63.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),127.40282513197496,8948.145741782957,1
+992,Male,0,No,Yes,48.0,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),84.4602735752929,4369.474907041005,1
+993,Female,1,No,No,46.0,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),82.90582699067498,3518.0315514658523,1
+994,Male,0,Yes,No,28.0,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),95.53573147417507,2162.9718047270608,1
+995,Female,0,Yes,Yes,41.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),122.22663437084543,5220.045722631343,0
+996,Male,1,No,No,20.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,112.25949165891815,1746.0583830140238,0
+997,Male,0,No,No,24.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,69.32716130045068,1636.3198767751408,1
+998,Female,0,No,No,3.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,31.303764554624088,84.62300917243486,1
+999,Female,0,No,Yes,4.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),98.22844712366543,414.54346417070724,0
+1000,Female,0,No,No,33.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,126.8202601947494,5378.268140969692,0
+1001,Female,0,Yes,Yes,58.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,25.743120164323088,1514.732764154251,1
+1002,Male,1,Yes,No,72.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),86.56467735410696,6980.603723225034,1
+1003,Male,0,No,Yes,14.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),107.35954595604888,1218.0562303977174,1
+1004,Female,0,Yes,Yes,22.0,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,39.69959623751869,1165.3572778810847,0
+1005,Female,0,Yes,Yes,61.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,68.2451996073391,4064.894385315038,1
+1006,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,41.85267534341869,43.191005140509425,0
+1007,Male,0,Yes,No,62.0,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),82.17703736606225,4053.2592738406606,0
+1008,Male,1,Yes,No,63.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),108.77744496869713,7127.0160090764675,0
+1009,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,26.245333524317715,26.253668732437074,1
+1010,Female,0,Yes,No,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),106.2158347974326,7185.554235034678,1
+1011,Male,0,Yes,Yes,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.64159043928323,597.8354171407518,0
+1012,Male,0,No,No,4.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.73981155641899,371.95441516112516,0
+1013,Female,0,Yes,No,4.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,111.05313650658172,366.3204113146794,0
+1014,Female,0,No,No,29.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.89443553161599,821.7619553495532,1
+1015,Female,1,No,No,8.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),103.8107536115081,777.4160288072666,0
+1016,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),21.111737905525253,29.53868289091027,1
+1017,Male,0,Yes,No,18.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),53.72428978738989,918.5853043498103,0
+1018,Male,0,Yes,No,47.0,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,107.67359190145076,3852.7484300149044,1
+1019,Female,0,No,No,26.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),82.19435046218244,2612.947163220091,0
+1020,Female,1,Yes,Yes,68.0,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,53.52224690084714,4858.265533793736,1
+1021,Male,0,No,No,7.0,No,No phone service,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),30.534641516125202,160.7372010032343,1
+1022,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,52.816966566720566,45.721110649628734,0
+1023,Male,0,No,No,14.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,55.225634850242415,931.8472903323899,1
+1024,Female,0,No,No,12.0,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),97.32987928831126,1244.5153069156818,0
+1025,Female,0,Yes,No,26.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.73875139858089,573.4370205703556,1
+1026,Female,0,No,No,18.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.092282789973,2120.1263796993435,0
+1027,Male,0,No,No,19.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),73.63072516504003,1190.5163822380823,0
+1028,Female,1,Yes,No,43.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,109.59128544738655,5022.968268212347,0
+1029,Female,0,Yes,No,41.0,No,No phone service,DSL,No,Yes,No,Yes,No,No,One year,No,Mailed check,50.885841439785864,1894.1090399648422,1
+1030,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,28.467716693285,23.590538593454436,1
+1031,Female,0,No,No,10.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.568162837110396,250.83093331052126,0
+1032,Male,0,Yes,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,28.76846528653424,488.4001419371148,1
+1033,Male,0,No,No,39.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),104.91088178732183,3239.40592036008,1
+1034,Female,1,Yes,No,54.0,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,116.71026450628426,6967.181740958174,0
+1035,Female,0,No,No,68.0,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),78.67704019790769,4855.927426767734,1
+1036,Female,0,No,No,18.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,50.555401341176484,821.6082787224494,0
+1037,Male,1,No,No,33.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),32.92248643410907,1161.5384962817855,1
+1038,Female,0,No,Yes,49.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),25.169051571621765,1229.2320045418721,0
+1039,Male,0,Yes,Yes,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,28.403645595658272,364.0456921919831,0
+1040,Female,0,Yes,Yes,40.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,72.93701617957109,3539.245817977462,0
+1041,Female,0,Yes,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,22.335745996052264,53.63860722562438,0
+1042,Male,0,No,No,49.0,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),68.50366403474412,3977.3717408241273,0
+1043,Female,0,No,No,55.0,Yes,No,DSL,No,No,No,No,No,No,One year,No,Bank transfer (automatic),63.66650981779448,3613.516757169428,1
+1044,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,108.28201011644276,86.6318723457133,1
+1045,Female,1,Yes,No,40.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.64780607878694,4774.291682226174,0
+1046,Female,0,No,No,23.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),55.456076935432144,1311.8041078614422,1
+1047,Female,1,No,No,50.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,118.55172049359935,4926.477454913574,0
+1048,Female,0,Yes,No,11.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,126.5442058682305,1381.3749670354164,0
+1049,Male,0,No,No,67.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),122.4574729495001,9156.919812690314,0
+1050,Male,0,Yes,Yes,71.0,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,Yes,Electronic check,67.08249133554057,4937.14660680875,0
+1051,Male,1,Yes,No,24.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,150.92864101736782,3338.6935838171958,0
+1052,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,22.972080764965522,28.441271455457336,1
+1053,Female,1,Yes,No,3.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,37.278493976822965,124.12619934295518,1
+1054,Male,0,No,Yes,11.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,121.0098212798256,1264.448679067179,0
+1055,Female,0,No,No,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.413491212380222,1510.6656931462899,0
+1056,Female,0,Yes,Yes,55.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),36.04629339885492,1917.6805936155681,0
+1057,Male,0,No,No,17.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,68.67529052814906,1062.3833757705468,1
+1058,Female,0,Yes,Yes,16.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),74.80489122604376,1411.361412103059,1
+1059,Male,0,No,No,9.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,108.29457505063083,706.4003366741249,0
+1060,Male,1,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.21457769227018,83.69695395507215,0
+1061,Male,0,No,Yes,15.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,No,Mailed check,77.53742036466296,1320.1059550754562,1
+1062,Female,0,No,No,7.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,108.50804666792465,785.390152750224,0
+1063,Female,0,Yes,No,53.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),128.52229448568974,7129.074646586915,1
+1064,Male,0,No,No,3.0,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,86.71637062894987,285.8597640065148,1
+1065,Male,0,No,Yes,60.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.793732626558114,1504.2677429033552,1
+1066,Male,0,No,Yes,22.0,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,122.31613032326581,2970.382683911402,0
+1067,Male,0,No,No,72.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),107.97056564770112,6296.076567295137,0
+1068,Female,0,No,No,51.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,129.8401123113552,7052.423710248123,1
+1069,Male,0,No,No,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.752818548565,196.1219193164506,0
+1070,Female,0,No,No,37.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),111.0905013511103,3891.7517970083745,0
+1071,Male,0,No,No,37.0,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),87.01395424269526,2878.8100108657018,1
+1072,Female,1,Yes,No,24.0,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),47.011355709117574,1260.6909189539213,1
+1073,Female,1,Yes,No,17.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.97416015411403,1780.8384155800825,0
+1074,Female,1,Yes,Yes,65.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,147.6049902785282,9256.431089293641,0
+1075,Male,0,Yes,Yes,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,30.22100005402092,51.49977085219585,0
+1076,Male,0,No,No,41.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,103.93482755754616,4551.105533719708,1
+1077,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,111.7529633442153,217.30536537938164,1
+1078,Female,0,Yes,No,12.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,28.971449808806867,372.7025441022193,1
+1079,Male,1,Yes,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,151.3309384625988,7787.9020668448675,1
+1080,Male,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),125.20954157002015,7889.613443204548,1
+1081,Male,0,Yes,Yes,52.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),132.13212421526202,6267.273506283108,1
+1082,Male,1,Yes,No,30.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,91.31924527330202,3468.6833747019914,1
+1083,Male,1,No,No,55.0,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,51.494249107497424,2603.508971182181,0
+1084,Male,0,Yes,Yes,46.0,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,No,Mailed check,63.00527956042153,3227.1344830211683,1
+1085,Female,0,Yes,Yes,56.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,126.1239795770564,7637.361613151337,0
+1086,Female,0,Yes,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.37008538105337,314.1087165791707,1
+1087,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),30.678505638012687,22.373650483474552,1
+1088,Female,0,Yes,No,68.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Credit card (automatic),97.35802809024831,7887.56383599178,1
+1089,Male,0,No,No,33.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,One year,No,Bank transfer (automatic),99.640546836471,3147.9721911476663,1
+1090,Female,1,Yes,No,50.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),110.57538104176486,6930.86159924923,1
+1091,Female,0,Yes,No,61.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),22.038001708205183,1480.62622457897,1
+1092,Male,0,Yes,No,43.0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),94.41866064366879,3074.6770213484656,1
+1093,Male,0,Yes,No,56.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,101.88886897490887,7323.573894519,1
+1094,Female,0,Yes,No,26.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),90.37537463564578,2856.9610203527086,0
+1095,Male,0,No,No,24.0,Yes,Yes,DSL,No,No,No,Yes,No,No,One year,No,Bank transfer (automatic),80.6166115091713,1713.5332141053927,0
+1096,Male,0,Yes,Yes,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,21.99991076631123,114.75774039228507,0
+1097,Male,0,Yes,Yes,44.0,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),78.66731455632062,2661.671990888025,1
+1098,Male,0,No,No,20.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,53.156548519407885,1214.4549112432717,1
+1099,Male,0,Yes,Yes,53.0,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Two year,No,Bank transfer (automatic),70.02264196273495,3972.929583557124,0
+1100,Male,0,Yes,No,60.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,28.93711215422136,1844.3145687442948,0
+1101,Male,0,Yes,Yes,65.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),31.26496744761834,2520.5022760607544,0
+1102,Male,0,No,Yes,62.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),29.153469314211534,1304.0160954932276,1
+1103,Female,0,Yes,Yes,66.0,Yes,No,DSL,Yes,No,No,No,Yes,No,Two year,Yes,Electronic check,81.85772869902053,5031.8484241280785,0
+1104,Female,1,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.0586024208553,352.9735492465504,0
+1105,Female,0,No,No,34.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,28.856338556934798,696.9200823478188,1
+1106,Female,0,Yes,Yes,58.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Mailed check,112.38941127537646,5681.845227140667,0
+1107,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.55884498133418,149.75050712352026,1
+1108,Male,0,Yes,No,32.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,86.21301652756881,3293.2598602420976,0
+1109,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,91.63864031952278,84.18340778639461,1
+1110,Male,0,No,No,6.0,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,121.67732296948459,721.0200447047039,1
+1111,Male,0,No,No,31.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.98601132581263,782.94236475691,0
+1112,Female,0,Yes,Yes,9.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,29.37800986149315,243.57586920350874,1
+1113,Male,0,No,Yes,34.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,140.8349701160678,3855.080017450754,0
+1114,Male,0,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,Yes,Electronic check,123.66820007620507,10283.681549907085,0
+1115,Female,0,No,No,51.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),35.891644972164755,1395.9227455940766,1
+1116,Male,1,Yes,No,61.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),109.59061818831006,6098.950005883845,0
+1117,Female,0,No,No,18.0,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,58.912781206090685,1005.6647596643461,1
+1118,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),115.12748090839823,5862.929427528495,0
+1119,Male,0,No,No,55.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,131.27450159451,7657.701527527776,0
+1120,Male,0,No,Yes,33.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),116.53195352809405,4304.04877022823,0
+1121,Female,0,Yes,Yes,46.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),93.49583169343259,5086.576401982566,0
+1122,Female,0,Yes,Yes,37.0,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),75.54922998264567,3114.395826958772,1
+1123,Male,0,Yes,No,60.0,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,83.70810074964312,5616.193485807953,0
+1124,Female,0,No,No,13.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,38.8560906026856,488.82940364052143,0
+1125,Female,0,Yes,Yes,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.86396391775813,63.671638824333,0
+1126,Female,1,Yes,No,71.0,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,No,Credit card (automatic),107.65294295411363,7893.53098039311,1
+1127,Male,0,Yes,Yes,24.0,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),118.95611217541402,2842.4369830169394,0
+1128,Male,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,93.51347598732579,95.05043163070196,1
+1129,Male,0,Yes,Yes,69.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,138.58450321626347,9954.524659910523,0
+1130,Male,0,No,No,21.0,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),70.27458866438447,1713.5167725635142,0
+1131,Female,0,No,No,8.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,119.79026588504124,995.7729862696322,0
+1132,Male,0,Yes,Yes,49.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),73.49510139689993,3428.0654007687685,1
+1133,Male,0,Yes,Yes,60.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),65.27715718863627,4918.492172772518,0
+1134,Male,1,Yes,No,16.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),76.11030725155351,1655.5534694779633,1
+1135,Male,1,Yes,No,44.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,No,Mailed check,100.89130748220248,5600.95696362853,0
+1136,Male,0,Yes,No,70.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),31.131395690284357,2218.2614654897593,0
+1137,Female,1,No,No,67.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),101.06398544892805,6715.456473051037,0
+1138,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,96.07620950980927,84.17848973676918,1
+1139,Female,1,Yes,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),123.67689715234708,10957.618443194862,1
+1140,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,23.144452343172333,62.82257999306632,1
+1141,Male,0,Yes,Yes,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.04464482443576,554.9175850955628,0
+1142,Female,1,No,No,14.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,112.01920015287405,1387.2523175042006,0
+1143,Male,0,Yes,No,59.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,108.6523371978838,6760.115124480865,1
+1144,Male,1,Yes,No,21.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),110.34989253056956,2453.5150819045457,0
+1145,Female,0,No,No,3.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,132.33018853195344,440.0720579966419,1
+1146,Female,0,No,No,63.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,27.137655983936675,1634.3796432268325,0
+1147,Female,0,Yes,Yes,70.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.989600271935576,1501.3378764758884,1
+1148,Male,0,No,No,35.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Two year,No,Mailed check,57.278032580667244,2880.1528749721674,0
+1149,Female,1,No,No,49.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),118.78734301110119,7311.847997339487,0
+1150,Female,0,Yes,Yes,37.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,104.19807363116898,4451.4648179848955,0
+1151,Male,0,No,No,48.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),28.591097426548735,1325.8027280774456,0
+1152,Male,0,No,No,1.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,72.66359559763785,61.042204944596186,1
+1153,Female,1,No,No,40.0,No,No phone service,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,82.150201561947,2455.071287377168,0
+1154,Female,0,Yes,Yes,13.0,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),79.17088810716547,984.3141834509792,0
+1155,Male,0,Yes,No,29.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),119.92884238129115,2439.416827265164,1
+1156,Female,0,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,84.37008397727165,325.7161069990072,0
+1157,Male,0,Yes,Yes,68.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),125.34275372520322,7248.083487264641,0
+1158,Male,0,No,No,11.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,29.476101519434607,317.85842263810264,1
+1159,Female,0,Yes,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),101.96808893384808,279.4353022275676,0
+1160,Female,0,No,No,11.0,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),85.99075728783173,917.2504402533866,0
+1161,Female,0,No,No,39.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,149.70991339319096,4868.582564554445,0
+1162,Female,0,Yes,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,26.87360343972532,23.25118551231507,1
+1163,Male,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,107.66764073069207,99.8994912976679,1
+1164,Female,0,No,No,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.745755154437347,412.7967932316682,0
+1165,Male,0,No,Yes,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,21.291799770620223,19.656893719525492,0
+1166,Female,0,Yes,No,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,21.548868321048268,815.9561070015476,1
+1167,Male,0,Yes,Yes,39.0,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Electronic check,76.85530110742602,3400.29968866636,1
+1168,Female,1,Yes,No,39.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,129.32370590696925,4507.895135337124,0
+1169,Female,0,Yes,Yes,17.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,35.660596919325336,464.0810033970558,1
+1170,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.804320833751873,155.62469994992017,0
+1171,Female,0,Yes,Yes,64.0,No,No phone service,DSL,No,Yes,Yes,Yes,No,Yes,Two year,No,Electronic check,54.26973678748083,3944.0702933257157,0
+1172,Female,1,Yes,No,34.0,Yes,No,DSL,No,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),66.96412095551669,3083.770087809108,0
+1173,Male,0,Yes,Yes,9.0,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,79.08705505611715,623.5282528312447,0
+1174,Male,1,Yes,No,72.0,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),88.21078405065627,5890.906443708172,0
+1175,Female,0,Yes,No,72.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),97.18435660437095,6226.607929877241,1
+1176,Male,0,Yes,Yes,21.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,109.74622872649503,2656.525243594048,1
+1177,Male,1,Yes,Yes,71.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),153.65982408059136,9479.320196291726,0
+1178,Female,0,Yes,No,19.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,103.33462312122475,1787.1086376949952,0
+1179,Female,0,No,No,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),24.335277136469962,562.4886587640069,0
+1180,Female,0,Yes,Yes,4.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,121.87875206112021,448.59882024332114,0
+1181,Male,0,No,No,6.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),84.7476784757252,497.0878132605076,0
+1182,Female,0,No,No,32.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),124.6803245863282,3871.6439023834,1
+1183,Female,0,Yes,Yes,18.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),31.454439361841967,517.9606317754226,0
+1184,Female,0,Yes,Yes,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),27.951526220722887,1130.0469164391648,1
+1185,Male,0,Yes,Yes,18.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,89.97326234443791,2346.4883268214644,0
+1186,Male,0,Yes,Yes,69.0,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,42.01867538973,3723.1879771570552,1
+1187,Female,1,No,No,38.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.007928340852718,790.2922660091868,0
+1188,Female,0,Yes,Yes,61.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,28.263815063926945,1647.490990508456,0
+1189,Female,0,No,No,10.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),102.68442623538597,837.5962623879079,0
+1190,Female,0,No,No,21.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),137.18649856294527,2596.0152878623876,1
+1191,Female,1,Yes,No,13.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,88.84373778654079,934.8992254829104,0
+1192,Male,0,Yes,Yes,69.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),36.348135392706816,2631.9638812529784,0
+1193,Female,0,No,No,3.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,100.01184434095518,236.8127950313655,1
+1194,Male,0,Yes,No,44.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.04220663770515,5152.8084252572435,0
+1195,Female,0,Yes,Yes,47.0,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),70.13458870614438,3380.1351878273194,0
+1196,Female,0,No,No,13.0,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,41.7211386584365,572.6724980425091,1
+1197,Female,0,No,No,17.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),81.16054007100966,2007.763675500194,1
+1198,Female,0,No,No,42.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,71.44000591233764,2386.6586066355203,1
+1199,Male,1,Yes,No,19.0,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),79.54383563483597,1405.833405290119,0
+1200,Male,0,Yes,No,61.0,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),108.58735465987075,5330.609727152438,1
+1201,Male,0,No,No,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),29.94649161439343,353.35790845313437,0
+1202,Female,1,No,No,35.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,91.84010277471444,3438.720063095948,1
+1203,Female,0,Yes,No,1.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),101.29153543953338,93.69964214691215,1
+1204,Male,0,Yes,Yes,31.0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,87.43134991664145,1996.6590712263974,1
+1205,Male,1,Yes,No,19.0,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),39.055635769374966,632.5318780487387,0
+1206,Female,0,Yes,Yes,30.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.868806509168984,662.7344810408877,0
+1207,Male,1,No,No,20.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),97.19192044047026,1826.830578889273,0
+1208,Male,0,Yes,No,62.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Electronic check,119.90067757132951,8601.910758986885,0
+1209,Female,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),99.61089863548894,197.30805690708362,0
+1210,Female,0,Yes,No,47.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.80201717770803,1254.7106601942469,1
+1211,Female,0,Yes,Yes,44.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,No,Electronic check,97.11252765926864,5230.176655853518,1
+1212,Female,0,No,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,90.39804660576482,77.88043293755567,1
+1213,Female,0,No,No,18.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,100.30801573014531,1505.987956556799,1
+1214,Female,1,No,No,1.0,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,103.23046593321553,112.16420419330463,0
+1215,Female,0,No,No,53.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),146.28169491576543,6766.3113845380985,1
+1216,Female,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,26.62933706786116,358.44153312931854,1
+1217,Male,1,Yes,No,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),27.750929812632805,2010.1271658612345,0
+1218,Male,0,No,No,4.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.932346777226496,82.12047020875461,0
+1219,Female,1,No,No,26.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,94.32965992704929,2214.721599074281,0
+1220,Female,0,No,No,6.0,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,96.00645802577323,707.9528253815618,0
+1221,Female,0,Yes,Yes,61.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),27.18628270525965,1437.8391218753486,1
+1222,Male,1,No,No,13.0,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.49225364013704,945.9488998847588,1
+1223,Female,1,Yes,No,8.0,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,91.68186948973533,750.7025729959896,1
+1224,Male,1,Yes,Yes,34.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,142.9155374625089,4728.159520775042,1
+1225,Female,0,Yes,No,9.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.26367142281751,653.096499873807,0
+1226,Female,0,Yes,Yes,33.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,28.666512522551642,819.0761361036019,1
+1227,Male,0,Yes,No,11.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.5974992202214,853.0759530165863,0
+1228,Female,0,Yes,Yes,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26.508031846520677,822.4314170864122,0
+1229,Female,1,No,No,62.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,No,Electronic check,97.64666823008137,7066.470960273434,0
+1230,Male,0,Yes,Yes,22.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,100.92076583351614,2489.6062690906747,1
+1231,Female,0,No,No,12.0,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,No,Mailed check,79.99562700711701,1138.183876027877,0
+1232,Male,0,Yes,Yes,66.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),21.666069097691043,1499.5148287400464,1
+1233,Male,0,No,No,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,28.443798005308544,443.65756828249465,0
+1234,Male,0,No,No,2.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,112.35715307392684,153.91863994206253,1
+1235,Male,0,Yes,Yes,72.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),149.42157876567543,11323.786306522397,1
+1236,Female,0,No,No,6.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,95.05856329272585,624.3413697744405,1
+1237,Female,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,36.59135760255505,34.69185917801378,0
+1238,Male,1,No,No,60.0,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,One year,Yes,Electronic check,100.53369878755754,4784.24820279102,1
+1239,Female,1,Yes,No,50.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,145.09878283456743,5976.939174601093,1
+1240,Male,0,No,No,68.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,119.21709269991096,10619.015233917446,1
+1241,Male,0,No,No,33.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.784333296668095,962.9271218469568,0
+1242,Female,0,No,No,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.58364671218614,319.1782813914023,0
+1243,Male,0,No,No,4.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,108.48115479693881,477.1821040986408,1
+1244,Male,1,Yes,No,66.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,156.15384720385393,8272.474679787827,0
+1245,Male,1,No,No,63.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),118.92839797787573,7569.27482295498,0
+1246,Female,0,No,No,5.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,28.093280282614998,147.28377931777695,1
+1247,Female,0,No,No,9.0,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),99.4014498633253,981.5920574495469,1
+1248,Female,0,Yes,Yes,36.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),122.14236844955862,4444.22650677119,0
+1249,Female,1,No,No,53.0,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),89.39085574695248,4573.400032863612,0
+1250,Male,0,No,No,1.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,65.4553887351714,66.1654787215546,1
+1251,Male,0,Yes,Yes,59.0,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),110.92798499084786,6635.2931766337415,0
+1252,Male,0,Yes,No,61.0,Yes,Yes,DSL,Yes,No,Yes,No,No,Yes,Two year,Yes,Mailed check,96.94748631300772,5782.886817594506,0
+1253,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,74.3499977588282,82.90909905147821,1
+1254,Female,0,Yes,Yes,71.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),29.51893709112634,2162.2409585661403,1
+1255,Female,1,Yes,No,29.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),115.51806376261679,3938.206839399457,1
+1256,Female,1,No,No,69.0,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),161.08060431060804,7929.930149004953,0
+1257,Female,0,No,No,52.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),133.7750467412861,8749.847773820835,0
+1258,Male,0,No,No,21.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,104.49144552566553,1903.1409890811703,1
+1259,Female,0,Yes,Yes,72.0,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.54291097120819,10855.987460049795,0
+1260,Male,1,No,No,19.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.94106112402638,2268.3283374421612,0
+1261,Male,0,Yes,No,52.0,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,41.88097673049206,2692.8608767142146,1
+1262,Female,0,No,No,5.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),62.900784330185246,310.2842080552488,1
+1263,Male,1,Yes,No,23.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,109.93908764883284,2311.274622300583,1
+1264,Female,0,No,No,36.0,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),131.87334454637076,4909.865797383801,0
+1265,Female,1,Yes,No,60.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Two year,Yes,Credit card (automatic),67.96022302239152,4154.041997147338,0
+1266,Female,0,Yes,No,19.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,105.00379020252552,1747.92565638751,0
+1267,Male,1,No,No,35.0,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Credit card (automatic),130.44175890315296,4380.4842777494205,1
+1268,Male,0,Yes,Yes,32.0,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Electronic check,113.07298571762432,3686.642853210216,0
+1269,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),131.60909656280705,8711.305175664038,0
+1270,Male,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),119.98818848684193,9099.942337022292,1
+1271,Female,0,No,Yes,13.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),153.40778679903727,1946.450442906097,1
+1272,Male,1,No,No,43.0,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,115.78656759534672,5322.294597763738,0
+1273,Female,0,Yes,Yes,59.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),21.69843883910891,1354.9715990837442,0
+1274,Male,0,Yes,Yes,21.0,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Mailed check,101.62894705148153,1884.0474062738595,0
+1275,Male,0,No,No,13.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),26.604306141887296,467.20503423704344,1
+1276,Female,0,Yes,Yes,5.0,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,108.73797495694338,590.0166674308941,1
+1277,Male,0,No,No,15.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,No,Electronic check,62.48540866219218,856.1616740008438,1
+1278,Female,1,No,No,6.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.59669291504196,634.952953832862,0
+1279,Male,0,Yes,Yes,58.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),95.30553692369675,4827.690268863969,1
+1280,Female,1,No,No,1.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,35.26139723400324,26.884871381260364,1
+1281,Male,0,Yes,Yes,51.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),117.23933014641372,4632.149831087159,1
+1282,Female,0,No,No,5.0,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,122.07650145069469,723.3173390213636,0
+1283,Male,1,Yes,Yes,22.0,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Mailed check,54.3543040369691,1057.2826273729522,1
+1284,Female,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),144.91686315458813,11471.264308880696,1
+1285,Female,0,Yes,Yes,72.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),93.6929914205896,6170.49569441618,1
+1286,Female,0,Yes,No,59.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,84.186098789563,5932.757606681848,0
+1287,Female,0,Yes,No,60.0,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,130.6012880309366,7054.83005847002,0
+1288,Female,0,No,No,2.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,59.329184988963306,75.75080489458105,0
+1289,Male,1,No,No,33.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),100.91897325497563,3054.3485010442605,0
+1290,Male,1,Yes,No,27.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Electronic check,103.7846861167419,3319.9137723126514,1
+1291,Female,1,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.70218587148847,143.97708831235352,0
+1292,Male,0,No,No,57.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,Yes,Electronic check,123.9457033302305,7183.234746404686,1
+1293,Male,0,No,No,62.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),90.13623604860037,5532.064281589212,0
+1294,Female,0,Yes,Yes,15.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.284054378604424,459.8283128449621,0
+1295,Female,0,No,Yes,23.0,Yes,No,DSL,No,No,No,Yes,No,No,One year,Yes,Electronic check,67.61463710861,1488.967397968101,0
+1296,Male,0,No,No,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,30.12120364644189,170.84663143608478,1
+1297,Female,0,No,No,3.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),112.51922819763918,298.692575274907,0
+1298,Male,0,No,Yes,21.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.77262606959084,580.8949134740691,0
+1299,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.699305782511022,24.983216843320825,1
+1300,Female,1,Yes,No,31.0,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),72.62036972101154,1619.5288436287947,0
+1301,Female,0,No,No,52.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.7680306314732,4998.189097757715,1
+1302,Female,0,No,No,32.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),26.695794234666064,845.0206001353948,1
+1303,Male,1,Yes,No,54.0,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),32.93127949461653,1585.8823004741919,1
+1304,Female,0,Yes,Yes,30.0,Yes,No,DSL,No,No,Yes,Yes,Yes,No,One year,Yes,Electronic check,85.62710402484255,2249.3286387376515,0
+1305,Female,0,No,No,40.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),109.31786305454479,4496.342644838483,0
+1306,Female,0,No,No,62.0,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),49.512588835804515,3159.7194933115347,0
+1307,Female,0,No,Yes,67.0,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,145.2127544335671,9423.61116701699,0
+1308,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,28.069456370555667,26.782649305482714,1
+1309,Male,0,Yes,No,47.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,137.83060337296348,6676.7015598066855,1
+1310,Male,1,Yes,Yes,1.0,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),70.63859822248627,71.17398319719801,0
+1311,Male,0,Yes,No,10.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),65.7843771271708,741.7390834230523,1
+1312,Female,0,No,No,68.0,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),158.230989158612,7460.135995974591,0
+1313,Male,0,No,No,10.0,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,109.79292702352448,1350.1103530992723,1
+1314,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.99985515378633,28.169715521592547,1
+1315,Male,0,No,Yes,27.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),26.265948803194977,941.3566996461252,0
+1316,Male,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,117.94700092029765,214.58424719324503,1
+1317,Female,0,Yes,Yes,72.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,21.494630972513235,1986.7041157101362,1
+1318,Male,0,No,No,1.0,No,No phone service,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,55.05522048197125,45.40439246287394,0
+1319,Female,0,Yes,Yes,58.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.827282960356513,1613.330474210067,1
+1320,Female,0,Yes,Yes,60.0,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,63.03943229446844,3761.162388236958,0
+1321,Female,0,Yes,Yes,54.0,Yes,Yes,DSL,No,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),60.35867972385389,4749.159177806886,0
+1322,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),146.54110942026696,9269.964169377632,1
+1323,Male,0,Yes,Yes,40.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),36.594064425070215,1217.8089699647032,0
+1324,Female,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),32.79456756407807,2106.1214219052713,0
+1325,Male,0,No,No,41.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.46250711735308,1038.8592346911664,1
+1326,Female,0,Yes,Yes,16.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.45366773421633,290.5024107287279,1
+1327,Female,0,Yes,Yes,19.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),29.79477590000076,548.7845263381806,0
+1328,Male,1,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,83.49540439104346,76.29028987953494,0
+1329,Male,0,Yes,No,59.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,54.292147507560735,3543.9504473759,0
+1330,Male,0,Yes,Yes,6.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,56.73189486200237,352.64089228747923,1
+1331,Male,1,Yes,No,51.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),39.63867288452233,1559.7544107442613,1
+1332,Male,1,No,No,50.0,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),82.51962497812302,4093.091184211701,1
+1333,Male,0,Yes,No,14.0,Yes,No,DSL,No,No,No,No,No,No,One year,No,Electronic check,51.16660752304002,921.2945489222578,0
+1334,Male,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),29.691621953203857,1041.5335308684564,0
+1335,Male,0,Yes,Yes,18.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),21.641344168018605,406.9198237840081,1
+1336,Male,0,Yes,Yes,13.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,104.74694664998088,1557.9876739645356,1
+1337,Male,0,Yes,No,64.0,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,84.37211769845788,4833.549336748852,0
+1338,Female,0,Yes,No,5.0,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),87.63290673817833,399.0391625751433,1
+1339,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,90.98016039287138,103.6430439573906,1
+1340,Female,0,Yes,Yes,63.0,Yes,No,DSL,Yes,No,No,No,No,No,Two year,Yes,Bank transfer (automatic),70.31802514445744,3441.3664152631713,1
+1341,Male,0,No,Yes,1.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,64.69907738553192,49.38977810483091,0
+1342,Female,0,Yes,Yes,6.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,63.63083080081453,511.1216161156902,1
+1343,Male,0,No,No,1.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,50.13131244948279,60.6159545578929,0
+1344,Male,0,Yes,Yes,63.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,Yes,Electronic check,128.71546781756567,7257.265746936238,1
+1345,Female,0,Yes,No,43.0,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),41.0966620308226,2147.1488820626887,1
+1346,Male,0,Yes,Yes,55.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.196735756768163,1366.5734880339332,1
+1347,Male,1,No,No,2.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,107.61997725053034,222.03791577328298,1
+1348,Female,0,No,No,25.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),83.10337134113236,1718.048512677323,1
+1349,Female,0,No,No,34.0,Yes,No,DSL,Yes,Yes,No,No,No,Yes,One year,No,Electronic check,88.16954668003092,2348.592149123835,1
+1350,Female,0,Yes,Yes,62.0,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),64.19366825887067,4558.138944654794,1
+1351,Male,0,Yes,Yes,31.0,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,68.55699462211152,2027.5214297534196,0
+1352,Female,1,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),101.75430992932098,237.68652611575425,1
+1353,Male,0,No,Yes,23.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.03591833590837,486.0168631869356,0
+1354,Female,1,Yes,No,14.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,139.05006193306062,1446.9203712434664,1
+1355,Male,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),122.10104509553186,11376.416229032133,1
+1356,Female,0,No,No,34.0,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,64.23997625292297,2181.9402518239276,0
+1357,Female,0,No,No,22.0,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,71.0201573466604,1797.1034098780992,1
+1358,Male,0,Yes,No,70.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),88.43133373320127,5401.793404052927,1
+1359,Female,1,No,No,54.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,No,Mailed check,90.78876683657376,3998.2666908369283,1
+1360,Female,0,No,No,22.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.499948036517324,539.8254469595299,0
+1361,Female,0,Yes,Yes,50.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),29.248922941695763,1486.1885222265157,1
+1362,Male,0,No,No,2.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),72.36424479745173,159.38022348116306,0
+1363,Male,0,No,No,14.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.047539947426515,359.5300939681014,1
+1364,Female,0,No,No,7.0,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),93.86663192548214,636.1183706816463,1
+1365,Female,0,Yes,Yes,3.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),43.65549350081602,114.91706788511016,1
+1366,Female,0,Yes,No,38.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,148.309495231482,4057.3532282890615,1
+1367,Female,0,No,No,48.0,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),124.32327743033872,5821.340322121911,1
+1368,Male,0,No,No,26.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),125.45737621263267,3267.6228937544684,0
+1369,Female,0,Yes,Yes,46.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.323730686692617,1019.4790162858833,1
+1370,Male,0,Yes,No,25.0,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),74.57060832104285,1742.8475303624639,1
+1371,Male,0,Yes,No,24.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.89382119268626,674.7426271103957,1
+1372,Male,0,Yes,Yes,50.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),124.3416032581549,6889.288049058778,0
+1373,Female,0,No,No,16.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,65.75291648336805,878.4998487064406,0
+1374,Male,0,Yes,Yes,51.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.767114473220953,1447.5711341741323,0
+1375,Female,0,Yes,Yes,71.0,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),92.33526387598413,5753.067088603139,0
+1376,Female,0,Yes,Yes,20.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,23.859862739181825,494.66029658868973,1
+1377,Male,0,Yes,Yes,6.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),26.123064842234143,163.08429791607685,1
+1378,Male,0,No,No,36.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),22.0723843593855,885.6237831194748,1
+1379,Female,0,No,No,28.0,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,42.543783899380564,815.2089828059085,1
+1380,Female,0,No,No,63.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,29.885174845277792,2154.1017104601433,0
+1381,Female,0,Yes,No,49.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),22.1182875966744,1294.2130869430625,1
+1382,Female,0,No,No,1.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,76.35394356958854,57.55800753072632,0
+1383,Female,1,Yes,No,27.0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,114.96948902967867,2582.285681062968,1
+1384,Female,0,Yes,Yes,41.0,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),114.60097828211973,4465.216422688043,0
+1385,Female,0,No,No,13.0,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.34794643810796,374.4965274937066,1
+1386,Female,0,No,Yes,48.0,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Mailed check,126.60431149539733,5816.42080292378,0
+1387,Female,0,Yes,No,45.0,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),54.67253120015133,2264.3575306804114,0
+1388,Female,1,Yes,No,2.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,97.18909885243822,218.8572321562475,1
+1389,Female,0,No,No,41.0,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),98.88282687807983,3597.314998649591,0
+1390,Female,0,No,No,25.0,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.48823840154059,1722.1165377249615,1
+1391,Female,0,No,No,2.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,63.115971096848746,102.24349263326854,1
+1392,Male,0,Yes,No,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.79344250187676,2751.5008262602237,1
+1393,Female,0,Yes,No,37.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),28.40879102011094,822.9857440198792,0
+1394,Female,0,Yes,Yes,71.0,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),107.45811480071353,6624.935568409621,1
+1395,Male,0,No,No,4.0,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,70.80949020062035,332.4474385090059,0
+1396,Female,0,Yes,No,52.0,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,41.35462491775736,2179.1129766632694,0
+1397,Male,0,No,Yes,4.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,58.42531859095129,202.0996809020152,0
+1398,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.45414812425193,27.78169893962887,1
+1399,Male,0,Yes,No,57.0,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,76.10547438247067,3672.800897709327,1
+1400,Female,0,Yes,Yes,4.0,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,92.17773328636355,345.42804217934184,0
+1401,Male,1,Yes,No,37.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,113.45730805089356,3509.131465162557,0
+1402,Female,1,Yes,No,62.0,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.85858296129739,6707.240421352664,0
+1403,Male,0,Yes,No,3.0,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,40.8687920275125,124.22828496327729,0
+1404,Male,0,Yes,Yes,13.0,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.670745416453016,677.5570260943226,0
+1405,Female,0,No,No,19.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),25.846701924852006,596.707779777582,0
+1406,Male,0,Yes,Yes,35.0,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,132.8939611390612,4549.358925980989,1
+1407,Female,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,26.76708918645974,20.894218635884048,1
+1408,Male,0,Yes,Yes,72.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),159.0120376661343,11228.924875024753,0
+1409,Male,0,Yes,Yes,2.0,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,57.910300502840066,123.64714031233508,1
+1410,Male,1,Yes,No,4.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,93.50395897118452,326.50644188518464,1
+1411,Female,1,No,No,45.0,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),113.47447200196753,4015.7548668120676,1
+1412,Female,0,Yes,No,59.0,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,122.50754220702638,5902.109737647075,1
+1413,Female,0,No,No,18.0,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),123.8565830154434,2538.654945011316,1
+1414,Female,0,No,No,4.0,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),71.3313967798536,303.9722359697027,0
+1415,Male,0,No,No,27.0,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,117.83940474506589,3174.391257322461,0
+1416,Male,0,No,No,35.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,21.982757155405256,872.8388721858794,0
+1417,Female,0,Yes,Yes,53.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,29.489691765123208,1178.021241502465,1
+1418,Female,0,No,No,15.0,No,No phone service,DSL,No,Yes,No,No,No,Yes,Two year,Yes,Mailed check,44.920257233993574,848.4204625646428,1
+1419,Male,0,Yes,No,67.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),114.4305892756119,7901.76160332091,0
+1420,Female,0,Yes,No,9.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),100.2654048580284,1111.6337990581928,0
+1421,Male,0,No,No,29.0,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,99.81072564309127,3499.0958400715117,0
+1422,Female,0,Yes,Yes,18.0,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,78.944293766194,1131.3220359849943,1
+1423,Male,0,No,No,2.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,21.988828106373568,37.700724700354314,1
+1424,Female,0,No,No,42.0,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,84.49646996733627,3556.2801142259154,1
+1425,Female,0,No,No,71.0,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,162.32694330569973,11513.627086616909,0
+1426,Male,0,No,No,1.0,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,125.99944472360477,122.80045223728663,0
+1427,Female,0,No,No,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),72.72817410527865,76.07125042978393,1
+1428,Female,0,Yes,Yes,72.0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),27.485790868844333,2405.3411799044875,1
+1429,Male,0,No,No,53.0,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,Yes,Electronic check,75.91133306952284,3591.4814989012234,1
+1430,Female,0,Yes,No,4.0,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,38.649972350386285,153.2574380786102,0
+1431,Male,1,No,No,51.0,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),136.0564040338831,6990.850919437183,0
+1432,Female,1,Yes,No,56.0,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),85.32901970752772,5593.560596721943,1
+1433,Male,0,Yes,No,35.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,93.7855581344239,3170.9416583469656,1
+1434,Male,0,No,Yes,30.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,58.1004114560327,1719.9326950598063,0
+1435,Female,0,No,No,41.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),72.8476493262139,3289.4222630881977,1
+1436,Female,0,Yes,Yes,57.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),21.44150655533188,1138.9036837165202,1
+1437,Male,0,No,No,54.0,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.48213669557485,6203.824809326885,0
+1438,Male,0,Yes,Yes,48.0,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),65.61557900136816,2835.825294278181,1
+1439,Male,0,No,No,58.0,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),128.13205622894807,7892.79168769672,1
+1440,Female,0,No,No,28.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,36.44741687126706,1146.5959028048512,1
+1441,Male,0,Yes,Yes,70.0,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),110.78232576285275,7958.673476719044,1
+1442,Female,0,No,No,47.0,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,150.37651147116725,5095.427444183183,1
+1443,Female,0,Yes,Yes,13.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),28.510540274537085,257.57761559065057,1
+1444,Male,0,No,No,1.0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.550366143486748,25.13739594301523,0
+1445,Male,1,No,No,16.0,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,47.098068605343634,994.0159311270623,0
+1446,Female,0,Yes,Yes,23.0,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),88.1554800061934,1942.5600556959225,1
+1447,Male,0,Yes,No,36.0,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,140.0079622940293,4633.288436324593,1
+1448,Female,0,Yes,Yes,41.0,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),93.65577258125337,4072.313983678867,1
+1449,Male,0,No,No,3.0,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,70.09386736850036,170.72341497251605,1
+1450,Male,0,No,No,26.0,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,40.55914243506882,1418.5865411642665,0
+1451,Male,0,No,No,38.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),126.60440268063246,4074.486964944477,0
+1452,Female,1,No,No,3.0,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),86.59342591085294,376.4238301854527,1
+1453,Male,0,Yes,Yes,1.0,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,97.21176607422545,78.49857566772887,1
+1454,Male,0,No,No,12.0,Yes,No,DSL,No,No,No,Yes,Yes,No,One year,Yes,Electronic check,64.79439089498966,909.7141546583358,1
+1455,Male,0,No,No,72.0,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,130.01431492063872,7892.521952051274,0
+1456,Male,0,Yes,No,44.0,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),95.2617056147178,4761.428222414003,0
+1457,Female,0,Yes,No,68.0,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),94.72217018447209,4907.76890719963,1
+1458,Female,1,No,No,6.0,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,47.822315181517034,381.16178477446084,0
+1459,Male,1,Yes,No,55.0,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,No,Credit card (automatic),82.99533288501989,3996.883826735098,0
diff --git a/jobs/python/data_drift.py b/jobs/python/data_drift.py
index f9ada4b07a809cad6d65d38e9010f47a57332139..d87b7259599b18c5e503755f80eabbb8a438afdd 100644
--- a/jobs/python/data_drift.py
+++ b/jobs/python/data_drift.py
@@ -1,3 +1,4 @@
+import shutil
 from pyspark.sql import SparkSession              
 from pyspark.sql.types import StructType, StructField, StringType, DoubleType, IntegerType              
 from pyspark.sql.functions import when, col, isnull, monotonically_increasing_id, rand              
@@ -36,8 +37,18 @@ schema = StructType([
     StructField("Churn", StringType(), True)              
 ])              
   
-original_data_path = "dataset/cleaned_data.csv"              
-original_data_df = spark.read.csv(original_data_path, header=True, schema=schema)              
+original_data_path = 'dataset/cleaned_data'  
+if os.path.isdir(original_data_path):  
+    csv_files = [f for f in os.listdir(original_data_path) if f.endswith('.csv')]  
+    if csv_files:  
+        first_csv_file = os.path.join(original_data_path, csv_files[0])  
+        original_data_df = spark.read.csv(first_csv_file, header=True, schema=schema)  
+    else:  
+        raise FileNotFoundError("No CSV files found in the specified directory.")  
+else:  
+    original_data_df = spark.read.csv(original_data_path, header=True, schema=schema)  
+
+print("Original data dimensions: ", original_data_df.count(), len(original_data_df.columns))     
   
 for column in ['gender', 'Partner', 'Dependents', 'PhoneService', 'MultipleLines', 'InternetService', 'OnlineSecurity', 'OnlineBackup', 'DeviceProtection', 'TechSupport', 'StreamingTV', 'StreamingMovies', 'Contract', 'PaperlessBilling', 'PaymentMethod']:              
     if original_data_df.filter(isnull(col(column))).count() > 0:              
@@ -56,6 +67,8 @@ data_drift_df = data_drift_df.withColumn("MonthlyCharges", col("MonthlyCharges")
 data_drift_df = data_drift_df.withColumn("TotalCharges", col("TotalCharges") * (1 + rand() * 0.5))          
 data_drift_df = data_drift_df.withColumn("Churn", when(rand() > 0.5, 1).otherwise(0))          
   
+print("Data drift dimensions: ", data_drift_df.count(), len(data_drift_df.columns))
+  
 model_base_path = 'logistic_regression_model'  
 latest_model_path = sorted([os.path.join(model_base_path, d) for d in os.listdir(model_base_path)], key=os.path.getmtime)[-1]  
 loaded_model = LogisticRegressionModel.load(latest_model_path)              
@@ -85,10 +98,20 @@ data_drift_df = data_drift_df.select("customerID", "gender", "SeniorCitizen", "P
   
 merged_data_df = original_data_df.union(data_drift_df)        
   
-output_path = "dataset/data_drifted_customers.csv"          
-merged_data_df.write.csv(output_path, header=True, mode='overwrite')          
+output_path = "dataset/raw_data"          
+if os.path.exists(output_path):  
+    shutil.rmtree(output_path) 
+merged_data_df.coalesce(1).write.csv(output_path, header=True, mode='overwrite')      
+
+print("Merged data dimensions: ", merged_data_df.count(), len(merged_data_df.columns))  
   
 print(f"Accuracy: {accuracy}")    
+
+if (accuracy < 0.70):    
+    print("Data drift detected.")
+else:
+    print("No data drift detected.")
+
 from airflow.models import Variable    
 Variable.set("data_drift_accuracy", json.dumps({"accuracy": accuracy}))    
   
diff --git a/jobs/python/datacleanup.py b/jobs/python/datacleanup.py
index c924c1f8ca9ae618ad619ba96521745501795950..38ac03b069d35516549c5f21557576f8da06eae7 100644
--- a/jobs/python/datacleanup.py
+++ b/jobs/python/datacleanup.py
@@ -1,10 +1,12 @@
+import shutil
 from pyspark.sql import SparkSession  
 from pyspark.sql.functions import col, trim, when, count, isnan  
 from pyspark.sql.types import DoubleType, StringType, StructType, StructField
-  
+import os
+
 spark = SparkSession.builder.master("local").appName("DataCleanup").getOrCreate()
 
-import csv
+
 schema = StructType([
     StructField("customerID", StringType(), True),
     StructField("gender", StringType(), True),
@@ -29,8 +31,18 @@ schema = StructType([
     StructField("Churn", StringType(), True)
 ])
 
-raw_data_path = 'dataset/telco_customer_churn.csv'  
-df = spark.read.csv(raw_data_path, header=True, schema=schema)  
+raw_data_path = 'dataset/raw_data'  
+if os.path.isdir(raw_data_path):  
+    csv_files = [f for f in os.listdir(raw_data_path) if f.endswith('.csv')]  
+    if csv_files:  
+        first_csv_file = os.path.join(raw_data_path, csv_files[0])  
+        df = spark.read.csv(first_csv_file, header=True, schema=schema)  
+    else:  
+        raise FileNotFoundError("No CSV files found in the specified directory.")  
+else:  
+    df = spark.read.csv(raw_data_path, header=True, schema=schema)  
+
+print("Data dimensions from raw data: ", df.count(), len(df.columns))
 
 missing_values = df.select([count(when(isnan(c) | col(c).isNull(), c)).alias(c) for c in df.columns])    
 
@@ -39,7 +51,13 @@ df = df.withColumn('Churn', when(col('Churn') == 'Yes', 1).otherwise(0))
 df = df.withColumn('TotalCharges', col('TotalCharges').cast(DoubleType()))    
 df = df.dropna(subset=['TotalCharges'])    
 
+print("Data dimensions after cleaning: ", df.count(), len(df.columns))
+
 cleaned_data_path = 'dataset/cleaned_data'  
-df.write.csv(cleaned_data_path, mode='overwrite', header=True)  
+
+if os.path.exists(cleaned_data_path):  
+    shutil.rmtree(cleaned_data_path)
+    
+df.coalesce(1).write.csv(cleaned_data_path, mode='overwrite', header=True)
 
 spark.stop()  
\ No newline at end of file
diff --git a/jobs/python/logistic_regression.py b/jobs/python/logistic_regression.py
index f2861bedc24a55353d43de505d838b271165a146..853156cc3c7158c968a9ad8c9c8f7ebe4c8e261d 100644
--- a/jobs/python/logistic_regression.py
+++ b/jobs/python/logistic_regression.py
@@ -9,8 +9,18 @@ import datetime
 
 spark = SparkSession.builder.master("local").appName("LogisticRegressionJob").getOrCreate()
 
-cleaned_data_path = "dataset/cleaned_data.csv"
-df = spark.read.csv(cleaned_data_path, header=True, inferSchema=True)
+cleaned_data_path = 'dataset/cleaned_data'  
+if os.path.isdir(cleaned_data_path):  
+    csv_files = [f for f in os.listdir(cleaned_data_path) if f.endswith('.csv')]  
+    if csv_files:  
+        first_csv_file = os.path.join(cleaned_data_path, csv_files[0])  
+        df = spark.read.csv(first_csv_file, header=True, inferSchema=True)  
+    else:  
+        raise FileNotFoundError("No CSV files found in the specified directory.")  
+else:  
+    df = spark.read.csv(cleaned_data_path, header=True, inferSchema=True)
+
+print("Data dimentions from cleaned data: ", df.count(), len(df.columns))
 
 categorical_columns = ['gender', 'Partner', 'Dependents', 'PhoneService',
                        'MultipleLines', 'InternetService', 'OnlineSecurity',