diff --git "a/data.csv" "b/data.csv" new file mode 100644--- /dev/null +++ "b/data.csv" @@ -0,0 +1,10307 @@ +gender,SeniorCitizen,Partner,Dependents,tenure,PhoneService,InternetService,OnlineBackup,TechSupport,Contract,PaperlessBilling,PaymentMethod,MonthlyCharges,TotalCharges,StreamingService,SecurityService +Female,No,Yes,No,1,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,29.85,29.85,Nope,Nope +Male,No,No,No,34,SingleLine,DSL,No,No,One year,No,Mailed check,56.95,1889.5,Nope,FullSecurity +Male,No,No,No,2,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,53.85,108.15,Nope,OnlineSecurity +Male,No,No,No,45,Nope,DSL,No,Yes,One year,No,Bank transfer (automatic),42.3,1840.75,Nope,FullSecurity +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.7,151.65,Nope,Nope +Female,No,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.65,820.5,FullService,DeviceProtection +Male,No,No,Yes,22,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),89.1,1949.4,TV,Nope +Female,No,No,No,10,Nope,DSL,No,No,Month-to-month,No,Mailed check,29.75,301.9,Nope,OnlineSecurity +Female,No,Yes,No,28,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,104.8,3046.05,FullService,DeviceProtection +Male,No,No,Yes,62,SingleLine,DSL,Yes,No,One year,No,Bank transfer (automatic),56.15,3487.95,Nope,OnlineSecurity +Male,No,Yes,Yes,13,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,49.95,587.45,Nope,OnlineSecurity +Male,No,No,No,16,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),18.95,326.8,Nope,Nope +Male,No,Yes,No,58,MultipleLines,Fiber optic,No,No,One year,No,Credit card (automatic),100.35,5681.1,FullService,DeviceProtection +Male,No,No,No,49,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),103.7,5036.3,FullService,DeviceProtection +Male,No,No,No,25,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,105.5,2686.05,FullService,FullSecurity +Female,No,Yes,Yes,69,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),113.25,7895.15,FullService,FullSecurity +Female,No,No,No,52,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.65,1022.95,Nope,Nope +Male,No,No,Yes,71,MultipleLines,Fiber optic,No,No,Two year,No,Bank transfer (automatic),106.7,7382.25,FullService,FullSecurity +Female,No,Yes,Yes,10,SingleLine,DSL,No,Yes,Month-to-month,No,Credit card (automatic),55.2,528.35,Nope,DeviceProtection +Female,No,No,No,21,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,90.05,1862.9,Movies,DeviceProtection +Male,Yes,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,39.65,39.65,Movies,DeviceProtection +Male,No,Yes,No,12,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,202.25,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,Nope,Nope +Female,No,Yes,No,58,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),59.9,3505.1,Nope,Nope +Male,No,Yes,Yes,49,SingleLine,DSL,Yes,Yes,Month-to-month,No,Credit card (automatic),59.6,2970.3,Nope,OnlineSecurity +Female,No,No,No,30,SingleLine,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),55.3,1530.6,Nope,OnlineSecurity +Male,No,Yes,Yes,47,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.35,4749.15,FullService,Nope +Male,No,Yes,Yes,1,Nope,DSL,Yes,No,Month-to-month,No,Electronic check,30.2,30.2,Nope,Nope +Male,No,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),90.25,6369.45,FullService,FullSecurity +Female,No,No,Yes,17,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,64.7,1093.1,FullService,Nope +Female,Yes,Yes,No,71,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),96.35,6766.95,Nope,FullSecurity +Male,Yes,Yes,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),95.5,181.65,FullService,DeviceProtection +Female,No,Yes,Yes,27,SingleLine,DSL,Yes,Yes,One year,No,Mailed check,66.15,1874.45,Nope,FullSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.2,20.2,Nope,Nope +Male,Yes,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Bank transfer (automatic),45.25,45.25,Nope,Nope +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),99.9,7251.7,TV,OnlineSecurity +Male,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.7,316.9,Nope,Nope +Female,No,No,No,46,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),74.8,3548.3,Nope,DeviceProtection +Male,No,No,No,34,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,106.35,3549.25,FullService,DeviceProtection +Female,No,No,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),97.85,1105.4,FullService,DeviceProtection +Male,No,Yes,Yes,10,SingleLine,DSL,Yes,No,One year,No,Mailed check,49.55,475.7,Nope,Nope +Female,No,Yes,Yes,70,MultipleLines,DSL,Yes,No,Two year,Yes,Credit card (automatic),69.2,4872.35,TV,OnlineSecurity +Female,No,Yes,Yes,17,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.75,418.25,Nope,Nope +Female,No,No,No,63,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),79.85,4861.45,TV,FullSecurity +Female,No,Yes,No,13,MultipleLines,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,76.2,981.45,TV,OnlineSecurity +Female,No,No,No,49,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.5,3906.7,Movies,Nope +Male,No,No,No,2,SingleLine,DSL,Yes,No,Month-to-month,No,Mailed check,49.25,97.0,Nope,Nope +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.65,144.15,TV,Nope +Male,No,No,No,52,MultipleLines,DSL,No,Yes,Two year,Yes,Credit card (automatic),79.75,4217.8,FullService,OnlineSecurity +Female,No,Yes,Yes,69,MultipleLines,DSL,No,Yes,Two year,Yes,Credit card (automatic),64.15,4254.1,Nope,FullSecurity +Female,Yes,No,No,43,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,90.25,3838.75,TV,Nope +Female,No,No,No,15,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),99.1,1426.4,FullService,OnlineSecurity +Female,Yes,Yes,No,25,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),69.5,1752.65,TV,OnlineSecurity +Female,Yes,Yes,No,8,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),80.65,633.3,Nope,Nope +Female,Yes,Yes,Yes,60,SingleLine,DSL,Yes,Yes,One year,Yes,Credit card (automatic),74.85,4456.35,Movies,FullSecurity +Male,Yes,No,No,18,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.45,1752.55,FullService,Nope +Female,No,Yes,Yes,63,MultipleLines,Fiber optic,No,No,One year,Yes,Credit card (automatic),99.65,6311.2,FullService,OnlineSecurity +Male,Yes,Yes,Yes,66,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,108.45,7076.35,FullService,DeviceProtection +Female,No,Yes,Yes,34,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),24.95,894.3,Nope,Nope +Female,No,No,No,72,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Credit card (automatic),107.5,7853.7,FullService,DeviceProtection +Female,No,Yes,No,47,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.5,4707.1,FullService,DeviceProtection +Male,No,No,No,60,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.9,5450.7,TV,Nope +Male,No,Yes,No,72,Nope,DSL,Yes,No,Two year,No,Bank transfer (automatic),42.1,2962.0,Nope,FullSecurity +Female,No,Yes,Yes,18,SingleLine,DSL,No,Yes,One year,Yes,Credit card (automatic),54.4,957.1,Nope,DeviceProtection +Female,No,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,94.4,857.25,FullService,Nope +Female,No,No,No,3,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,75.3,244.1,FullService,Nope +Male,No,Yes,No,47,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,78.9,3650.35,Nope,Nope +Female,No,No,No,31,SingleLine,DSL,Yes,Yes,Two year,No,Mailed check,79.2,2497.2,FullService,DeviceProtection +Female,No,Yes,Yes,50,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.15,930.9,Nope,Nope +Male,No,No,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,79.85,887.35,Nope,FullSecurity +Male,No,No,No,1,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,49.05,49.05,Nope,Nope +Female,No,Yes,Yes,52,SingleLine,No,No internet service,No internet service,One year,Yes,Electronic check,20.4,1090.65,Nope,Nope +Male,Yes,Yes,Yes,64,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Bank transfer (automatic),111.6,7099.0,FullService,FullSecurity +Male,No,Yes,Yes,62,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.25,1424.6,Nope,Nope +Female,No,No,Yes,3,SingleLine,DSL,No,Yes,Month-to-month,Yes,Bank transfer (automatic),64.5,177.4,Movies,OnlineSecurity +Female,Yes,No,No,56,MultipleLines,Fiber optic,Yes,No,One year,No,Electronic check,110.5,6139.5,FullService,FullSecurity +Female,No,No,No,46,SingleLine,DSL,No,No,One year,No,Credit card (automatic),55.65,2688.85,Movies,Nope +Female,No,Yes,Yes,8,SingleLine,DSL,Yes,No,Month-to-month,No,Mailed check,54.65,482.25,Nope,OnlineSecurity +Male,Yes,No,No,30,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,74.75,2111.3,FullService,OnlineSecurity +Female,No,Yes,Yes,45,MultipleLines,No,No internet service,No internet service,One year,Yes,Credit card (automatic),25.9,1216.6,Nope,Nope +Female,No,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.35,79.35,TV,Nope +Female,No,Yes,Yes,11,Nope,DSL,No,No,Month-to-month,No,Electronic check,50.55,565.35,FullService,OnlineSecurity +Female,No,Yes,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),75.15,496.9,Nope,DeviceProtection +Female,No,No,No,42,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.8,4327.5,FullService,DeviceProtection +Female,No,Yes,No,49,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.15,973.35,Nope,Nope +Male,No,No,No,9,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),99.3,918.75,FullService,Nope +Female,No,Yes,No,35,SingleLine,DSL,No,No,One year,Yes,Bank transfer (automatic),62.15,2215.45,TV,OnlineSecurity +Female,No,Yes,Yes,48,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.65,1057.0,Nope,Nope +Female,No,Yes,Yes,46,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,19.95,927.1,Nope,Nope +Male,No,Yes,No,29,Nope,DSL,No,No,Month-to-month,No,Mailed check,33.75,1009.25,TV,Nope +Male,No,Yes,Yes,30,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),82.05,2570.2,Nope,DeviceProtection +Male,Yes,No,No,1,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Electronic check,74.7,74.7,Nope,Nope +Male,No,Yes,Yes,66,MultipleLines,DSL,No,Yes,Two year,Yes,Mailed check,84.0,5714.25,FullService,FullSecurity +Female,No,No,No,65,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),111.05,7107.0,FullService,FullSecurity +Male,No,No,No,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),100.9,7459.05,FullService,DeviceProtection +Female,No,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.95,927.35,Nope,OnlineSecurity +Male,No,Yes,Yes,71,MultipleLines,DSL,Yes,Yes,One year,Yes,Credit card (automatic),66.85,4748.7,Nope,OnlineSecurity +Male,No,No,No,5,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,21.05,113.85,Nope,Nope +Male,No,No,No,52,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.0,1107.2,Nope,Nope +Female,Yes,Yes,No,25,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,98.5,2514.5,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,Nope,Nope +Female,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.45,19.45,Nope,Nope +Male,No,No,No,38,MultipleLines,Fiber optic,No,Yes,One year,No,Bank transfer (automatic),95.0,3605.6,TV,DeviceProtection +Female,Yes,Yes,No,66,Nope,DSL,Yes,No,One year,No,Bank transfer (automatic),45.55,3027.25,TV,DeviceProtection +Male,No,Yes,No,68,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.0,7611.85,FullService,DeviceProtection +Male,No,No,No,5,Nope,DSL,No,No,Month-to-month,No,Mailed check,24.3,100.2,Nope,Nope +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,104.15,7303.05,FullService,OnlineSecurity +Female,No,No,No,32,Nope,DSL,No,No,One year,No,Mailed check,30.15,927.65,Nope,OnlineSecurity +Male,No,No,No,43,MultipleLines,Fiber optic,No,No,One year,No,Mailed check,94.35,3921.3,FullService,Nope +Male,No,Yes,Yes,72,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1363.25,Nope,Nope +Male,No,Yes,No,55,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,96.75,5238.9,TV,OnlineSecurity +Female,No,No,No,52,SingleLine,DSL,No,Yes,One year,No,Credit card (automatic),57.95,3042.25,Nope,FullSecurity +Female,No,No,No,43,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,91.65,3954.1,TV,DeviceProtection +Female,Yes,Yes,No,37,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.5,2868.15,Nope,Nope +Female,No,Yes,Yes,64,Nope,DSL,Yes,Yes,Two year,Yes,Electronic check,54.6,3423.5,FullService,Nope +Male,No,Yes,Yes,3,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,89.85,248.4,TV,OnlineSecurity +Female,No,No,No,36,Nope,DSL,No,No,Two year,No,Bank transfer (automatic),31.05,1126.35,Nope,OnlineSecurity +Female,No,Yes,Yes,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.25,1064.65,FullService,OnlineSecurity +Female,No,No,No,41,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.65,835.15,Nope,Nope +Male,No,Yes,Yes,27,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),85.2,2151.6,Nope,Nope +Female,No,Yes,Yes,56,MultipleLines,Fiber optic,No,No,One year,Yes,Credit card (automatic),99.8,5515.45,FullService,DeviceProtection +Female,No,No,No,6,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.7,112.75,Nope,Nope +Male,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.4,229.55,Nope,Nope +Female,No,Yes,Yes,7,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,50.7,350.35,Nope,OnlineSecurity +Female,No,Yes,Yes,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.85,62.9,Nope,Nope +Male,No,No,No,33,SingleLine,Fiber optic,No,Yes,Two year,Yes,Electronic check,88.95,3027.65,TV,OnlineSecurity +Female,Yes,No,No,27,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.05,2135.5,Nope,DeviceProtection +Male,No,Yes,No,72,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),23.55,1723.95,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,Nope,Nope +Male,Yes,No,No,71,Nope,DSL,Yes,No,One year,Yes,Electronic check,56.45,3985.35,FullService,OnlineSecurity +Female,No,No,No,13,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.95,1215.65,Movies,Nope +Female,No,Yes,Yes,25,Nope,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),58.6,1502.65,FullService,FullSecurity +Male,No,No,No,67,SingleLine,DSL,No,Yes,Two year,No,Bank transfer (automatic),50.55,3260.1,Nope,Nope +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,35.45,35.45,Movies,Nope +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,44.35,81.25,Nope,Nope +Female,No,No,No,43,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.7,1188.2,Nope,Nope +Female,No,No,No,23,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),75.0,1778.5,Nope,OnlineSecurity +Female,No,Yes,Yes,64,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.2,1277.75,Nope,Nope +Male,No,No,Yes,57,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,19.6,1170.55,Nope,Nope +Female,Yes,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.45,70.45,Nope,Nope +Female,Yes,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),88.05,6425.65,FullService,FullSecurity +Female,No,No,No,8,MultipleLines,DSL,No,Yes,Month-to-month,No,Electronic check,71.15,563.65,Movies,OnlineSecurity +Female,No,Yes,No,61,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),101.05,5971.25,FullService,Nope +Male,No,No,No,64,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),84.3,5289.05,Nope,OnlineSecurity +Male,Yes,Yes,No,71,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.95,1756.2,Nope,Nope +Female,No,Yes,Yes,65,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),99.05,6416.7,TV,OnlineSecurity +Male,No,No,No,3,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.6,61.35,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.65,45.65,Nope,Nope +Male,No,No,Yes,30,SingleLine,DSL,Yes,No,One year,No,Credit card (automatic),64.5,1929.95,TV,DeviceProtection +Male,No,Yes,Yes,15,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,69.5,1071.4,Movies,DeviceProtection +Female,No,Yes,Yes,8,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,68.55,564.35,FullService,Nope +Male,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,95.0,655.5,FullService,Nope +Female,No,Yes,Yes,70,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),108.15,7930.55,FullService,FullSecurity +Male,No,Yes,Yes,62,SingleLine,DSL,Yes,Yes,Two year,No,Electronic check,86.1,5215.25,FullService,FullSecurity +Female,No,Yes,Yes,6,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,113.5,Nope,Nope +Female,No,Yes,Yes,14,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),80.9,1152.8,Movies,Nope +Female,No,No,No,22,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),84.15,1821.95,TV,Nope +Male,No,Yes,Yes,22,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.15,419.9,Nope,Nope +Male,No,Yes,Yes,16,SingleLine,DSL,No,No,Two year,No,Mailed check,64.25,1024.0,TV,FullSecurity +Male,No,No,No,10,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.7,251.6,Nope,Nope +Female,No,No,Yes,13,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,56.0,764.55,Nope,OnlineSecurity +Female,No,Yes,No,20,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,82.4,1592.35,Nope,OnlineSecurity +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.7,135.2,Nope,Nope +Male,No,No,No,53,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),73.9,3958.25,Movies,DeviceProtection +Female,No,Yes,Yes,11,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.6,233.9,Nope,Nope +Male,No,Yes,No,69,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.9,1363.45,Nope,Nope +Female,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),70.9,273.0,Nope,Nope +Male,No,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.05,6254.45,FullService,FullSecurity +Male,Yes,Yes,No,58,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,45.3,2651.2,Movies,DeviceProtection +Female,No,Yes,Yes,16,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,20.4,321.4,Nope,Nope +Male,No,Yes,No,43,SingleLine,Fiber optic,No,Yes,One year,Yes,Bank transfer (automatic),84.25,3539.25,Nope,FullSecurity +Female,No,Yes,No,2,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,104.4,242.8,FullService,DeviceProtection +Male,No,Yes,No,14,SingleLine,DSL,Yes,Yes,Two year,No,Mailed check,81.95,1181.75,FullService,DeviceProtection +Female,No,Yes,No,53,SingleLine,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),94.85,5000.2,FullService,DeviceProtection +Female,No,No,No,32,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.55,654.55,Nope,Nope +Female,No,Yes,No,34,MultipleLines,No,No internet service,No internet service,Month-to-month,No,Electronic check,24.7,780.2,Nope,Nope +Female,Yes,No,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,74.45,1145.7,Nope,Nope +Female,Yes,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),76.45,503.6,Nope,OnlineSecurity +Female,No,Yes,Yes,15,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),105.35,1559.25,FullService,DeviceProtection +Male,No,Yes,No,61,SingleLine,No,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,1252.0,Nope,Nope +Female,No,No,No,1,Nope,DSL,Yes,No,Month-to-month,No,Bank transfer (automatic),29.95,29.95,Nope,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.3,45.3,Nope,Nope +Male,No,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),84.5,662.65,Movies,Nope +Male,No,Yes,Yes,33,SingleLine,DSL,No,No,One year,No,Credit card (automatic),74.75,2453.3,FullService,FullSecurity +Female,No,No,No,13,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.25,1111.65,Nope,DeviceProtection +Female,No,Yes,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,24.8,24.8,Nope,Nope +Male,No,No,No,20,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,51.8,1023.85,Nope,Nope +Male,No,No,No,3,Nope,DSL,No,Yes,Month-to-month,No,Electronic check,30.4,82.15,Nope,Nope +Female,No,No,No,13,SingleLine,No,No internet service,No internet service,One year,No,Electronic check,19.65,244.8,Nope,Nope +Female,No,Yes,No,40,MultipleLines,DSL,Yes,No,Month-to-month,No,Credit card (automatic),56.6,2379.1,Nope,Nope +Male,No,Yes,Yes,43,MultipleLines,DSL,No,Yes,One year,Yes,Credit card (automatic),71.9,3173.35,Movies,OnlineSecurity +Male,No,Yes,No,6,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,91.0,531.0,Movies,DeviceProtection +Female,No,Yes,Yes,69,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1375.4,Nope,Nope +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,No,Two year,No,Credit card (automatic),109.7,8129.3,FullService,FullSecurity +Male,No,Yes,Yes,59,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.3,1192.7,Nope,Nope +Female,No,Yes,No,20,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,96.55,1901.65,TV,OnlineSecurity +Male,No,Yes,Yes,24,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.1,587.4,Nope,Nope +Male,No,No,No,59,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,111.35,6519.75,FullService,DeviceProtection +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),112.25,8041.65,FullService,DeviceProtection +Male,No,No,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,20.75,Nope,Nope +Female,No,Yes,No,27,SingleLine,Fiber optic,No,Yes,One year,Yes,Credit card (automatic),101.9,2681.15,FullService,OnlineSecurity +Female,No,No,No,14,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),80.05,1112.3,Nope,Nope +Male,No,Yes,Yes,71,MultipleLines,Fiber optic,No,No,Two year,No,Electronic check,105.55,7405.5,FullService,FullSecurity +Male,No,No,Yes,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),78.3,1033.95,TV,Nope +Male,No,No,No,44,SingleLine,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),68.85,2958.95,Nope,Nope +Female,No,No,No,33,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),79.95,2684.85,Nope,Nope +Male,No,Yes,Yes,72,Nope,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),55.45,4179.2,Movies,FullSecurity +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,79.9,79.9,Movies,Nope +Female,No,No,No,19,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,106.6,1934.45,FullService,FullSecurity +Male,No,Yes,No,64,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),102.45,6654.1,FullService,DeviceProtection +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),46.0,84.5,Nope,Nope +Female,No,No,No,1,Nope,DSL,No,No,Month-to-month,No,Electronic check,25.25,25.25,Nope,Nope +Male,No,No,Yes,61,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.75,1124.2,Nope,Nope +Female,No,Yes,Yes,29,SingleLine,No,No internet service,No internet service,One year,No,Electronic check,20.0,540.05,Nope,Nope +Male,Yes,Yes,No,23,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,86.8,1975.85,Movies,Nope +Female,No,Yes,No,57,Nope,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),58.75,3437.45,FullService,FullSecurity +Male,No,Yes,Yes,72,Nope,DSL,Yes,Yes,Two year,No,Credit card (automatic),45.25,3139.8,Nope,FullSecurity +Male,No,Yes,No,66,Nope,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),56.6,3789.2,TV,FullSecurity +Male,No,Yes,Yes,65,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.2,5324.5,FullService,DeviceProtection +Female,No,No,No,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),80.0,624.6,TV,Nope +Female,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.15,268.35,Nope,Nope +Female,No,Yes,No,71,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1836.9,Nope,Nope +Male,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,One year,Yes,Electronic check,20.2,20.2,Nope,Nope +Male,No,Yes,No,4,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,50.05,179.35,Nope,Nope +Female,No,No,No,12,SingleLine,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.35,219.35,Nope,Nope +Male,No,No,No,24,Nope,DSL,No,No,One year,Yes,Mailed check,50.6,1288.75,FullService,OnlineSecurity +Female,No,Yes,Yes,31,SingleLine,DSL,No,Yes,One year,Yes,Mailed check,81.15,2545.75,FullService,FullSecurity +Female,No,Yes,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,55.2,55.2,TV,Nope +Male,No,No,No,30,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),89.9,2723.15,Movies,Nope +Female,No,Yes,Yes,47,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),85.3,4107.25,FullService,OnlineSecurity +Male,No,No,No,54,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),108.0,5760.65,FullService,OnlineSecurity +Male,No,No,No,50,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),93.5,4747.5,Movies,OnlineSecurity +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,84.6,84.6,Movies,OnlineSecurity +Female,No,No,No,72,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,1566.9,Nope,Nope +Female,No,No,No,29,MultipleLines,No,No internet service,No internet service,Month-to-month,No,Electronic check,25.15,702.0,Nope,Nope +Male,No,No,No,2,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Mailed check,54.4,114.1,Nope,Nope +Female,No,No,No,10,Nope,DSL,No,Yes,Two year,Yes,Mailed check,29.6,299.05,Nope,Nope +Male,No,Yes,No,18,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.15,1305.95,Nope,Nope +Female,Yes,No,No,11,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,95.0,1120.3,FullService,Nope +Male,No,No,No,16,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.75,284.35,Nope,Nope +Female,No,No,No,72,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),86.6,6350.5,FullService,DeviceProtection +Male,No,No,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),109.2,7878.3,FullService,DeviceProtection +Female,No,Yes,Yes,41,SingleLine,DSL,No,Yes,One year,Yes,Credit card (automatic),74.7,3187.65,FullService,OnlineSecurity +Female,Yes,Yes,No,65,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,94.4,6126.15,Movies,FullSecurity +Female,Yes,No,No,13,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,54.8,731.3,Nope,DeviceProtection +Male,Yes,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,75.35,273.4,Nope,OnlineSecurity +Male,No,No,No,41,MultipleLines,DSL,No,No,One year,No,Mailed check,65.0,2531.8,Movies,DeviceProtection +Male,Yes,No,No,15,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,74.4,1074.3,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,48.55,48.55,Nope,OnlineSecurity +Male,No,No,No,42,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,99.0,4298.45,Movies,FullSecurity +Female,No,Yes,No,51,SingleLine,Fiber optic,Yes,No,One year,Yes,Electronic check,93.5,4619.55,TV,FullSecurity +Female,No,Yes,Yes,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.4,147.15,Nope,Nope +Male,Yes,Yes,No,1,Nope,DSL,Yes,No,Month-to-month,No,Electronic check,40.2,40.2,TV,Nope +Male,No,No,Yes,32,MultipleLines,DSL,Yes,Yes,One year,No,Credit card (automatic),83.7,2633.3,FullService,DeviceProtection +Male,No,No,No,10,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.85,193.05,Nope,Nope +Female,No,Yes,Yes,67,Nope,DSL,Yes,Yes,Two year,Yes,Electronic check,59.55,4103.9,FullService,DeviceProtection +Female,No,Yes,Yes,61,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),115.1,7008.15,FullService,FullSecurity +Male,No,No,No,50,MultipleLines,Fiber optic,Yes,Yes,One year,No,Credit card (automatic),114.35,5791.1,FullService,FullSecurity +Female,No,Yes,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),44.6,80.55,Nope,Nope +Female,Yes,Yes,No,29,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,45.0,1228.65,Movies,FullSecurity +Male,Yes,No,No,3,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,41.15,132.2,Movies,DeviceProtection +Male,Yes,No,No,13,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,106.9,1364.3,FullService,DeviceProtection +Male,Yes,Yes,No,57,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.85,4925.35,Movies,Nope +Female,No,No,No,31,Nope,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),49.85,1520.1,Movies,OnlineSecurity +Female,No,Yes,No,45,MultipleLines,Fiber optic,Yes,Yes,One year,No,Mailed check,113.3,5032.25,FullService,FullSecurity +Female,No,Yes,Yes,61,MultipleLines,DSL,Yes,Yes,Two year,No,Mailed check,88.1,5526.75,FullService,FullSecurity +Male,No,No,No,50,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.9,1195.25,Nope,Nope +Female,Yes,No,No,19,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Mailed check,105.0,2007.25,FullService,OnlineSecurity +Male,No,No,No,59,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.35,1099.6,Nope,Nope +Female,No,Yes,No,71,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.25,1732.95,Nope,Nope +Female,Yes,No,No,16,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,94.45,1511.2,FullService,Nope +Male,No,Yes,No,57,SingleLine,DSL,Yes,Yes,Two year,Yes,Electronic check,59.75,3450.15,Nope,OnlineSecurity +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,No,Bank transfer (automatic),24.8,24.8,Nope,Nope +Male,Yes,Yes,No,20,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,No,Electronic check,107.05,2172.05,FullService,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,70.6,70.6,Nope,Nope +Male,No,Yes,No,5,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,85.4,401.1,Nope,Nope +Female,No,Yes,No,52,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.05,5624.85,FullService,DeviceProtection +Male,Yes,Yes,No,21,SingleLine,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),64.95,1339.8,Movies,OnlineSecurity +Male,No,No,No,14,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,55.0,771.95,FullService,DeviceProtection +Female,No,No,No,5,SingleLine,DSL,Yes,No,Month-to-month,No,Bank transfer (automatic),50.55,244.75,Nope,Nope +Female,No,No,No,6,SingleLine,DSL,Yes,No,Month-to-month,No,Mailed check,55.15,322.9,Nope,OnlineSecurity +Female,No,No,No,10,SingleLine,DSL,Yes,No,Month-to-month,No,Electronic check,51.2,498.25,Nope,Nope +Female,No,No,Yes,1,MultipleLines,No,No internet service,No internet service,Month-to-month,No,Mailed check,25.4,25.4,Nope,Nope +Female,No,No,No,68,MultipleLines,DSL,No,No,Month-to-month,No,Mailed check,54.45,3687.75,Nope,OnlineSecurity +Male,No,Yes,Yes,18,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,95.15,1779.95,FullService,DeviceProtection +Female,No,No,No,22,MultipleLines,Fiber optic,No,No,One year,Yes,Credit card (automatic),76.0,1783.6,Nope,Nope +Female,No,No,No,20,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.35,927.15,Nope,Nope +Male,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.0,70.0,Nope,Nope +Male,Yes,No,No,8,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,74.5,606.55,Nope,Nope +Male,No,No,No,10,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),44.85,435.4,Nope,Nope +Male,Yes,No,No,24,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.1,1712.7,Nope,Nope +Male,No,No,No,35,SingleLine,DSL,Yes,No,One year,No,Mailed check,61.2,2021.2,Nope,FullSecurity +Male,No,Yes,Yes,23,SingleLine,Fiber optic,Yes,Yes,One year,No,Mailed check,86.8,1940.8,Nope,DeviceProtection +Female,Yes,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.35,567.8,FullService,Nope +Female,No,No,No,12,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,220.35,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,20.25,Nope,Nope +Female,No,Yes,Yes,71,SingleLine,Fiber optic,No,No,Two year,No,Electronic check,76.05,5436.45,Nope,DeviceProtection +Male,Yes,Yes,No,35,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.8,3437.5,FullService,DeviceProtection +Male,No,Yes,Yes,40,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,74.55,3015.75,FullService,DeviceProtection +Female,No,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,73.6,73.6,Nope,OnlineSecurity +Male,No,No,No,23,SingleLine,DSL,No,No,One year,Yes,Bank transfer (automatic),64.9,1509.8,FullService,Nope +Female,Yes,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.45,396.1,FullService,Nope +Male,No,No,No,4,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,90.4,356.65,Movies,DeviceProtection +Female,No,Yes,Yes,68,Nope,DSL,Yes,Yes,Two year,No,Credit card (automatic),60.3,4109.0,FullService,DeviceProtection +Male,No,No,Yes,38,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,81.85,3141.7,Nope,Nope +Male,No,Yes,Yes,52,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,24.8,1229.1,Nope,Nope +Male,Yes,Yes,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.9,2303.35,Nope,Nope +Male,No,Yes,Yes,29,SingleLine,DSL,No,Yes,Two year,No,Mailed check,75.55,2054.4,FullService,DeviceProtection +Male,Yes,Yes,Yes,38,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,101.15,3741.85,FullService,Nope +Male,No,No,Yes,48,MultipleLines,DSL,No,No,One year,Yes,Credit card (automatic),78.75,3682.45,FullService,FullSecurity +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.25,19.25,Nope,Nope +Female,No,No,No,22,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,89.05,1886.25,Movies,OnlineSecurity +Female,No,No,No,43,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),115.05,4895.1,FullService,FullSecurity +Female,Yes,Yes,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.35,341.6,Nope,Nope +Male,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.6,415.55,TV,Nope +Male,No,Yes,Yes,51,MultipleLines,Fiber optic,Yes,Yes,One year,No,Credit card (automatic),110.05,5686.4,FullService,OnlineSecurity +Male,No,No,No,71,SingleLine,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.9,1355.1,Nope,Nope +Female,No,Yes,Yes,38,SingleLine,DSL,Yes,Yes,One year,No,Credit card (automatic),80.3,3058.65,FullService,OnlineSecurity +Male,Yes,Yes,No,24,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.15,2231.05,FullService,DeviceProtection +Male,No,Yes,No,35,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),91.5,3236.35,TV,Nope +Female,Yes,No,No,54,MultipleLines,DSL,Yes,Yes,One year,No,Bank transfer (automatic),82.45,4350.1,FullService,OnlineSecurity +Female,No,Yes,Yes,72,Nope,DSL,Yes,Yes,Two year,Yes,Electronic check,60.0,4264.0,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.8,44.8,Nope,Nope +Female,No,Yes,Yes,9,SingleLine,DSL,No,No,One year,No,Mailed check,48.6,422.3,Nope,OnlineSecurity +Male,No,No,No,69,Nope,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.05,4176.7,FullService,OnlineSecurity +Female,No,Yes,No,52,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.7,5138.1,FullService,Nope +Female,Yes,Yes,No,11,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,82.9,880.05,TV,Nope +Female,Yes,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.35,139.05,Nope,Nope +Female,Yes,Yes,Yes,28,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,35.9,973.65,TV,Nope +Female,Yes,No,No,17,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),82.65,1470.05,Nope,DeviceProtection +Female,No,Yes,Yes,35,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,19.85,739.35,Nope,Nope +Female,No,No,No,8,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,19.2,161.95,Nope,Nope +Male,No,No,No,46,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),94.9,4422.95,TV,DeviceProtection +Female,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.85,511.25,Nope,Nope +Female,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,80.6,155.8,Nope,DeviceProtection +Male,No,Yes,Yes,68,MultipleLines,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),75.8,5293.95,Movies,DeviceProtection +Female,No,No,No,43,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Electronic check,104.6,4759.85,FullService,DeviceProtection +Female,No,No,No,68,MultipleLines,DSL,Yes,Yes,Two year,Yes,Electronic check,88.15,6148.45,FullService,FullSecurity +Female,No,No,No,36,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),94.8,3565.65,FullService,Nope +Male,No,Yes,No,63,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,103.4,6603.0,FullService,DeviceProtection +Female,Yes,No,No,32,SingleLine,DSL,Yes,Yes,Month-to-month,No,Bank transfer (automatic),54.65,1830.1,Nope,Nope +Female,No,Yes,No,71,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),85.75,6223.8,FullService,FullSecurity +Female,No,Yes,Yes,66,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),67.45,4508.65,Nope,FullSecurity +Male,No,No,No,63,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.5,1328.15,Nope,Nope +Female,No,No,Yes,41,SingleLine,No,No internet service,No internet service,One year,Yes,Credit card (automatic),20.25,865.0,Nope,Nope +Female,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,72.1,72.1,Nope,Nope +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.4,168.2,FullService,Nope +Female,No,Yes,No,70,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.45,1303.5,Nope,Nope +Female,No,No,No,23,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,44.95,996.85,FullService,Nope +Female,Yes,Yes,No,64,SingleLine,Fiber optic,Yes,No,One year,No,Bank transfer (automatic),97.0,6430.9,Movies,FullSecurity +Male,No,Yes,Yes,37,MultipleLines,DSL,No,Yes,Two year,Yes,Credit card (automatic),62.8,2278.75,Nope,FullSecurity +Male,No,No,Yes,17,SingleLine,DSL,No,No,One year,No,Mailed check,44.6,681.4,Nope,Nope +Female,Yes,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.15,574.35,FullService,Nope +Male,No,Yes,Yes,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),84.8,371.9,Nope,DeviceProtection +Female,Yes,No,No,21,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,41.9,840.1,TV,OnlineSecurity +Female,No,No,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),80.25,846.0,Movies,Nope +Female,Yes,No,No,16,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,54.1,889.0,Nope,OnlineSecurity +Male,No,Yes,No,64,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,105.25,6823.4,FullService,Nope +Male,Yes,Yes,No,27,Nope,DSL,No,No,Month-to-month,No,Credit card (automatic),30.75,805.1,Nope,OnlineSecurity +Male,No,Yes,Yes,42,MultipleLines,Fiber optic,No,No,One year,No,Electronic check,97.1,4016.75,FullService,OnlineSecurity +Male,No,No,Yes,5,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,83.75,Nope,Nope +Female,No,No,No,41,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),98.8,3959.15,FullService,Nope +Male,No,Yes,No,58,SingleLine,DSL,No,No,One year,No,Credit card (automatic),50.3,2878.55,Nope,DeviceProtection +Female,No,No,No,47,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,20.55,945.7,Nope,Nope +Male,No,No,No,18,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),75.9,1373.05,Nope,Nope +Male,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),96.5,492.55,FullService,DeviceProtection +Male,No,Yes,No,23,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),59.95,1406.0,Movies,OnlineSecurity +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.15,19.15,Nope,Nope +Male,No,Yes,No,71,MultipleLines,Fiber optic,No,No,One year,Yes,Credit card (automatic),98.65,6962.85,FullService,DeviceProtection +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),112.6,8126.65,FullService,FullSecurity +Male,No,Yes,Yes,33,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.6,690.25,Nope,Nope +Male,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.65,181.5,TV,Nope +Male,No,No,Yes,24,Nope,DSL,No,Yes,Two year,No,Mailed check,35.75,830.8,Nope,OnlineSecurity +Female,No,Yes,Yes,56,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),99.75,5608.4,Movies,DeviceProtection +Male,No,No,No,37,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),96.1,3646.8,FullService,Nope +Female,No,No,No,43,MultipleLines,DSL,Yes,Yes,One year,No,Credit card (automatic),85.1,3662.25,FullService,DeviceProtection +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,No,Mailed check,25.35,25.35,Nope,Nope +Female,No,Yes,No,25,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),104.95,2566.5,FullService,DeviceProtection +Female,No,No,No,61,MultipleLines,DSL,Yes,Yes,Two year,No,Electronic check,89.65,5308.7,FullService,FullSecurity +Male,No,No,No,17,MultipleLines,Fiber optic,No,Yes,One year,No,Electronic check,86.75,1410.25,Nope,DeviceProtection +Female,No,Yes,No,41,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),86.2,3339.05,Nope,DeviceProtection +Male,No,No,No,1,SingleLine,DSL,Yes,No,Month-to-month,No,Mailed check,50.65,50.65,Nope,Nope +Male,Yes,Yes,Yes,72,Nope,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),64.8,4732.35,FullService,FullSecurity +Male,No,No,No,1,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),90.85,90.85,Movies,Nope +Male,No,No,No,48,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),108.1,5067.45,FullService,DeviceProtection +Male,Yes,Yes,No,11,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,214.75,Nope,Nope +Female,Yes,Yes,No,55,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,85.45,4874.7,Nope,DeviceProtection +Female,No,No,No,42,Nope,DSL,Yes,Yes,One year,Yes,Electronic check,54.75,2348.45,Movies,FullSecurity +Male,No,No,No,44,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,90.4,4063.0,Movies,DeviceProtection +Male,No,No,Yes,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,44.0,44.0,Nope,Nope +Female,No,No,No,27,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),95.6,2595.25,FullService,Nope +Male,Yes,Yes,No,27,MultipleLines,DSL,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),84.8,2309.55,FullService,DeviceProtection +Female,Yes,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.3,89.3,Nope,Nope +Female,No,No,No,19,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,367.55,Nope,Nope +Female,Yes,Yes,No,42,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.05,3944.5,FullService,Nope +Female,No,No,No,66,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),90.05,5965.95,FullService,FullSecurity +Male,Yes,Yes,No,33,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),109.9,3694.7,FullService,FullSecurity +Female,No,No,No,34,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),73.95,2524.45,Nope,Nope +Male,Yes,No,No,33,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,54.6,1803.7,FullService,DeviceProtection +Female,No,Yes,Yes,23,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.05,415.1,Nope,Nope +Female,No,No,No,32,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),19.75,624.15,Nope,Nope +Female,No,No,No,11,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),20.05,237.7,Nope,Nope +Male,No,Yes,Yes,69,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),99.45,7007.6,FullService,DeviceProtection +Female,No,Yes,No,68,SingleLine,DSL,No,Yes,One year,No,Bank transfer (automatic),55.9,3848.8,Nope,OnlineSecurity +Male,No,No,No,20,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,19.7,419.4,Nope,Nope +Male,No,No,No,72,SingleLine,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1468.75,Nope,Nope +Male,No,Yes,Yes,60,MultipleLines,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),95.4,5812.0,TV,FullSecurity +Male,Yes,Yes,Yes,32,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,93.95,2861.45,FullService,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,19.9,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,19.6,Nope,Nope +Male,Yes,No,No,3,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,81.35,233.7,Nope,Nope +Female,No,Yes,No,46,MultipleLines,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.45,1066.15,Nope,Nope +Female,No,Yes,No,29,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.95,2149.05,Nope,Nope +Male,No,No,No,51,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,87.35,4473.0,Nope,DeviceProtection +Female,Yes,Yes,No,48,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),70.65,3545.05,Nope,Nope +Female,No,Yes,Yes,16,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),73.25,1195.75,Nope,Nope +Male,No,Yes,No,70,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),98.7,6858.9,Movies,DeviceProtection +Female,No,Yes,Yes,40,MultipleLines,No,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1024.7,Nope,Nope +Female,No,Yes,Yes,22,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,83.3,1845.9,Movies,Nope +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),75.3,75.3,Nope,DeviceProtection +Female,No,Yes,Yes,5,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.3,132.25,Nope,Nope +Female,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),69.85,515.45,Nope,Nope +Male,No,No,Yes,29,MultipleLines,Fiber optic,Yes,Yes,One year,No,Credit card (automatic),100.55,2830.45,Movies,DeviceProtection +Male,No,Yes,Yes,44,MultipleLines,No,No internet service,No internet service,One year,No,Mailed check,25.7,1110.5,Nope,Nope +Female,No,No,No,10,Nope,DSL,Yes,No,Month-to-month,No,Bank transfer (automatic),40.7,449.3,Nope,FullSecurity +Female,Yes,Yes,No,55,MultipleLines,DSL,No,No,Month-to-month,No,Bank transfer (automatic),51.65,2838.55,Nope,Nope +Male,Yes,Yes,No,52,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),105.1,5376.4,FullService,DeviceProtection +Female,No,Yes,Yes,10,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,85.95,858.6,Movies,Nope +Male,No,No,No,18,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),75.6,1395.05,Nope,Nope +Female,No,Yes,No,68,MultipleLines,DSL,No,Yes,One year,No,Bank transfer (automatic),58.25,3975.7,Nope,OnlineSecurity +Female,No,Yes,Yes,61,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,1182.55,Nope,Nope +Female,No,Yes,Yes,72,Nope,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),65.2,4784.45,FullService,FullSecurity +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,53.45,119.5,Nope,FullSecurity +Male,No,No,No,12,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),45.4,518.9,Nope,Nope +Male,No,Yes,No,41,SingleLine,No,No internet service,No internet service,Two year,Yes,Electronic check,19.75,899.45,Nope,Nope +Female,No,No,No,26,Nope,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),44.45,1183.8,TV,DeviceProtection +Male,No,Yes,No,36,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.85,720.05,Nope,Nope +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),114.05,8468.2,FullService,FullSecurity +Male,No,Yes,No,35,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.85,3161.2,Movies,Nope +Male,No,No,No,1,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,55.05,55.05,Nope,DeviceProtection +Female,No,Yes,Yes,16,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,112.95,1882.55,FullService,FullSecurity +Female,Yes,No,No,49,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),101.55,5070.4,FullService,OnlineSecurity +Female,No,Yes,No,54,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Mailed check,114.65,6049.5,FullService,FullSecurity +Female,No,No,Yes,18,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,64.8,1166.7,Movies,OnlineSecurity +Female,No,Yes,No,36,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,80.4,2937.65,Movies,Nope +Female,No,No,No,60,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.9,6396.45,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,69.55,69.55,Nope,Nope +Female,No,Yes,Yes,52,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.05,1270.25,Nope,Nope +Male,No,Yes,Yes,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.75,759.55,FullService,DeviceProtection +Male,No,Yes,Yes,72,SingleLine,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),105.5,7611.55,FullService,OnlineSecurity +Female,No,No,No,64,MultipleLines,No,No internet service,No internet service,One year,No,Mailed check,24.7,1642.75,Nope,Nope +Female,Yes,No,No,22,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,69.75,1545.4,Movies,FullSecurity +Male,No,Yes,No,60,Nope,DSL,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),60.2,3582.4,FullService,DeviceProtection +Female,No,Yes,Yes,28,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.05,2227.1,Movies,Nope +Female,No,Yes,No,61,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,24.4,1417.9,Nope,Nope +Female,No,No,No,24,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.15,2494.65,FullService,DeviceProtection +Male,No,Yes,Yes,28,SingleLine,Fiber optic,Yes,Yes,One year,No,Bank transfer (automatic),92.9,2768.35,TV,DeviceProtection +Female,No,Yes,Yes,30,SingleLine,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),80.8,2369.3,FullService,DeviceProtection +Male,No,Yes,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,38.0,Nope,Nope +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.1,75.1,Nope,Nope +Male,No,No,Yes,6,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,100.9,Nope,Nope +Female,No,Yes,No,24,SingleLine,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.45,1614.05,FullService,Nope +Male,No,Yes,Yes,4,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,101.15,385.9,FullService,DeviceProtection +Male,No,No,No,7,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.8,673.25,FullService,Nope +Male,Yes,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.05,8404.9,FullService,FullSecurity +Male,No,No,No,70,Nope,DSL,No,Yes,Two year,Yes,Mailed check,40.05,2799.75,Movies,Nope +Male,Yes,Yes,No,64,MultipleLines,Fiber optic,No,Yes,Two year,No,Electronic check,102.1,6538.45,FullService,DeviceProtection +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,89.7,6588.95,TV,Nope +Female,No,No,Yes,44,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.9,868.1,Nope,Nope +Female,No,Yes,Yes,13,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,55.95,734.35,Movies,Nope +Female,Yes,No,No,17,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.65,330.6,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,55.0,55.0,Movies,Nope +Male,No,Yes,No,9,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,70.05,564.4,FullService,DeviceProtection +Male,No,Yes,No,24,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,53.6,1315.35,Nope,OnlineSecurity +Female,No,Yes,Yes,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,74.7,74.7,Nope,Nope +Male,No,No,No,24,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,80.25,1861.5,Nope,Nope +Male,Yes,Yes,Yes,35,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,76.05,2747.2,FullService,Nope +Female,No,Yes,Yes,7,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,75.7,554.05,TV,FullSecurity +Male,No,No,No,5,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,96.1,453.4,FullService,Nope +Female,No,No,Yes,15,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),69.0,994.8,Nope,Nope +Male,No,Yes,Yes,11,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.65,225.75,Nope,Nope +Female,No,Yes,No,48,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),45.3,2145.0,Movies,FullSecurity +Female,Yes,No,No,20,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.45,1671.6,Movies,Nope +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),108.5,8003.8,FullService,DeviceProtection +Female,No,Yes,Yes,8,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,83.55,680.05,TV,Nope +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,No,No,Two year,Yes,Credit card (automatic),84.5,6130.85,Movies,Nope +Female,No,No,No,15,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.15,1415.0,FullService,Nope +Male,No,No,No,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),88.6,6201.95,FullService,DeviceProtection +Male,No,No,Yes,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.35,74.35,Nope,Nope +Male,No,Yes,Yes,63,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),104.8,6597.25,FullService,DeviceProtection +Female,No,No,No,2,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,59.0,114.15,TV,Nope +Female,No,Yes,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.4,139.4,Nope,OnlineSecurity +Male,Yes,Yes,No,61,MultipleLines,DSL,Yes,No,One year,No,Bank transfer (automatic),64.05,3902.6,Movies,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,Nope,Nope +Male,No,No,No,22,Nope,DSL,Yes,No,One year,Yes,Bank transfer (automatic),43.75,903.6,Movies,DeviceProtection +Male,No,Yes,No,28,SingleLine,DSL,Yes,Yes,Month-to-month,No,Mailed check,60.9,1785.65,Nope,OnlineSecurity +Female,No,Yes,No,70,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,1397.65,Nope,Nope +Female,Yes,No,No,5,Nope,DSL,Yes,No,Month-to-month,No,Electronic check,28.45,131.05,Nope,Nope +Female,No,No,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),99.7,1238.45,Movies,FullSecurity +Male,No,No,No,34,MultipleLines,Fiber optic,Yes,Yes,One year,No,Credit card (automatic),116.25,3899.05,FullService,FullSecurity +Female,Yes,Yes,No,71,MultipleLines,Fiber optic,No,No,Two year,Yes,Credit card (automatic),80.7,5676.0,Nope,OnlineSecurity +Female,No,Yes,Yes,70,MultipleLines,DSL,No,No,One year,No,Bank transfer (automatic),65.2,4543.15,Movies,OnlineSecurity +Female,No,Yes,Yes,52,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),84.05,4326.8,Nope,FullSecurity +Male,No,No,Yes,69,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),79.45,5502.55,TV,FullSecurity +Female,Yes,No,No,20,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.1,1782.4,Movies,DeviceProtection +Male,No,No,Yes,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,78.0,851.8,Nope,DeviceProtection +Male,No,Yes,No,2,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,94.2,167.5,FullService,Nope +Female,No,Yes,Yes,6,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,80.5,502.85,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,19.85,Nope,Nope +Male,Yes,Yes,Yes,20,SingleLine,Fiber optic,No,Yes,One year,No,Credit card (automatic),94.3,1818.3,Movies,FullSecurity +Male,No,No,No,61,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,106.45,6300.15,FullService,FullSecurity +Female,Yes,Yes,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.35,334.8,Nope,Nope +Female,No,No,No,56,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.45,5916.95,FullService,Nope +Male,No,No,No,30,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.0,2852.4,Nope,FullSecurity +Male,No,No,No,40,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Bank transfer (automatic),104.8,4131.95,FullService,DeviceProtection +Female,No,No,No,28,SingleLine,DSL,No,Yes,One year,No,Mailed check,54.3,1546.3,Nope,OnlineSecurity +Female,Yes,Yes,No,5,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.05,302.6,Nope,Nope +Female,Yes,Yes,No,27,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),75.2,1929.35,Nope,OnlineSecurity +Male,No,No,No,12,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.05,265.45,Nope,Nope +Male,No,Yes,Yes,67,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,105.4,6989.45,FullService,DeviceProtection +Male,Yes,Yes,No,29,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,51.6,1442.0,Nope,Nope +Male,No,Yes,Yes,55,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),85.5,4713.4,Movies,Nope +Female,No,No,No,23,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),75.6,1758.6,Nope,Nope +Male,No,Yes,No,34,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.05,3480.0,FullService,DeviceProtection +Male,No,No,No,52,SingleLine,Fiber optic,No,No,One year,No,Electronic check,91.25,4738.3,TV,FullSecurity +Male,Yes,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),115.75,8399.15,FullService,FullSecurity +Male,No,Yes,Yes,58,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),94.7,5430.35,TV,Nope +Male,No,Yes,Yes,35,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.6,686.95,Nope,Nope +Female,Yes,No,No,56,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),99.9,5706.3,TV,DeviceProtection +Female,No,Yes,Yes,24,SingleLine,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),21.1,490.65,Nope,Nope +Male,No,Yes,Yes,70,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1360.25,Nope,Nope +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.95,174.45,TV,Nope +Male,Yes,Yes,Yes,68,MultipleLines,Fiber optic,No,Yes,One year,Yes,Credit card (automatic),107.15,7379.8,FullService,DeviceProtection +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.0,85.0,Movies,Nope +Male,No,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.55,1021.75,TV,DeviceProtection +Female,No,Yes,No,63,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),81.55,5029.05,Nope,Nope +Female,No,Yes,Yes,33,SingleLine,DSL,Yes,No,One year,Yes,Mailed check,58.45,1955.4,Nope,FullSecurity +Female,No,Yes,No,69,SingleLine,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),95.65,6744.2,FullService,Nope +Female,No,Yes,Yes,60,SingleLine,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.6,4946.7,FullService,DeviceProtection +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),113.1,8248.5,FullService,FullSecurity +Female,No,No,No,11,MultipleLines,DSL,No,No,Month-to-month,Yes,Mailed check,58.95,601.6,Movies,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,Nope,Nope +Male,No,No,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),86.05,834.1,TV,Nope +Male,No,No,No,13,Nope,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),45.55,597.0,TV,OnlineSecurity +Male,No,Yes,Yes,34,SingleLine,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),78.95,2647.2,Movies,Nope +Male,No,Yes,Yes,39,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,86.3,3266.0,TV,Nope +Female,No,No,No,65,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),105.05,6744.25,FullService,Nope +Male,Yes,Yes,No,50,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),101.9,5265.5,TV,FullSecurity +Male,No,No,No,15,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,311.6,Nope,Nope +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),110.3,7966.9,FullService,FullSecurity +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.6,8220.4,FullService,FullSecurity +Male,No,Yes,Yes,55,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1153.25,Nope,Nope +Female,No,Yes,Yes,23,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.6,514.75,Nope,Nope +Male,No,No,No,32,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.35,2596.15,Nope,Nope +Female,No,Yes,Yes,56,MultipleLines,DSL,No,No,One year,Yes,Bank transfer (automatic),68.75,3808.0,Movies,FullSecurity +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.9,19.9,Nope,Nope +Male,No,No,No,38,SingleLine,DSL,Yes,Yes,One year,No,Mailed check,70.6,2708.2,TV,OnlineSecurity +Male,No,No,No,11,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.2,760.05,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,49.3,49.3,Nope,Nope +Male,No,Yes,No,56,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,107.25,6033.3,FullService,Nope +Male,No,Yes,No,3,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,23.6,89.05,Nope,Nope +Male,No,Yes,Yes,7,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),69.7,516.15,FullService,OnlineSecurity +Male,No,Yes,Yes,59,MultipleLines,Fiber optic,No,No,Two year,Yes,Credit card (automatic),99.5,5861.75,FullService,DeviceProtection +Male,No,No,No,7,SingleLine,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),64.3,445.95,TV,DeviceProtection +Male,No,Yes,Yes,71,SingleLine,DSL,No,Yes,Two year,Yes,Credit card (automatic),70.85,4973.4,Movies,FullSecurity +Male,No,Yes,Yes,15,SingleLine,Fiber optic,No,Yes,One year,No,Electronic check,101.9,1667.25,FullService,OnlineSecurity +Male,No,Yes,No,71,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),73.5,5357.75,TV,OnlineSecurity +Female,No,No,No,35,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.25,3527.6,FullService,DeviceProtection +Female,No,No,No,11,Nope,DSL,Yes,Yes,One year,Yes,Credit card (automatic),40.4,422.6,Nope,DeviceProtection +Female,No,Yes,Yes,60,SingleLine,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.25,1103.25,Nope,Nope +Male,Yes,No,No,47,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),59.6,2754.0,Nope,Nope +Female,No,No,No,11,SingleLine,DSL,No,Yes,One year,No,Credit card (automatic),64.9,697.25,Movies,DeviceProtection +Male,No,Yes,No,56,MultipleLines,Fiber optic,Yes,No,One year,No,Credit card (automatic),100.3,5614.45,FullService,Nope +Female,Yes,Yes,No,28,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,110.85,3204.4,FullService,DeviceProtection +Male,No,Yes,No,61,SingleLine,DSL,Yes,Yes,Two year,Yes,Mailed check,81.05,4747.65,FullService,OnlineSecurity +Male,No,Yes,Yes,31,MultipleLines,Fiber optic,No,No,One year,No,Bank transfer (automatic),98.05,3082.1,TV,FullSecurity +Male,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.5,597.9,Nope,Nope +Male,Yes,Yes,No,35,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.55,3365.4,Movies,OnlineSecurity +Male,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,38.8,Nope,Nope +Female,No,Yes,Yes,12,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.0,233.55,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,75.3,75.3,Nope,OnlineSecurity +Female,Yes,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.2,346.2,TV,DeviceProtection +Female,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.0,19.0,Nope,Nope +Female,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.0,61.7,Nope,Nope +Female,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.7,85.7,TV,Nope +Male,No,No,No,52,SingleLine,DSL,Yes,No,Two year,Yes,Credit card (automatic),63.25,3342.45,TV,OnlineSecurity +Male,No,Yes,Yes,5,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.1,85.1,Nope,Nope +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Electronic check,99.15,7422.1,Movies,FullSecurity +Male,No,Yes,Yes,71,MultipleLines,DSL,Yes,Yes,Two year,No,Electronic check,90.4,6668.05,FullService,FullSecurity +Male,No,Yes,No,72,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Credit card (automatic),111.9,8071.05,FullService,FullSecurity +Male,No,Yes,Yes,46,MultipleLines,No,No internet service,No internet service,One year,No,Electronic check,24.9,1174.8,Nope,Nope +Male,No,Yes,Yes,63,MultipleLines,DSL,Yes,No,Two year,No,Credit card (automatic),83.5,5435.0,FullService,FullSecurity +Male,No,No,No,30,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),84.3,2438.6,Nope,FullSecurity +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.6,45.6,Nope,Nope +Female,No,No,No,12,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Mailed check,61.65,713.75,Nope,FullSecurity +Male,No,No,No,16,Nope,DSL,Yes,Yes,Two year,No,Mailed check,54.85,916.15,TV,FullSecurity +Male,No,No,No,4,MultipleLines,DSL,No,Yes,Month-to-month,No,Mailed check,65.55,237.2,Movies,Nope +Male,No,Yes,No,51,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),90.35,4614.55,Movies,Nope +Male,No,Yes,No,65,SingleLine,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.4,1414.45,Nope,Nope +Male,No,No,No,16,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),74.55,1170.5,Nope,Nope +Male,No,No,No,2,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.95,47.7,Nope,Nope +Female,No,Yes,Yes,66,MultipleLines,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),74.25,4859.25,Nope,Nope +Male,No,No,No,46,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Electronic check,108.65,4903.2,FullService,DeviceProtection +Female,No,No,No,32,MultipleLines,Fiber optic,No,Yes,One year,Yes,Bank transfer (automatic),109.55,3608.0,FullService,FullSecurity +Male,No,Yes,No,72,MultipleLines,DSL,No,Yes,Two year,No,Credit card (automatic),86.65,6094.25,FullService,FullSecurity +Male,No,Yes,Yes,38,SingleLine,DSL,No,Yes,Two year,No,Credit card (automatic),81.0,3084.9,FullService,FullSecurity +Male,No,No,Yes,51,SingleLine,DSL,No,Yes,One year,No,Credit card (automatic),47.85,2356.75,Nope,Nope +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),114.55,8306.05,FullService,FullSecurity +Female,Yes,Yes,No,65,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),105.25,6786.4,FullService,FullSecurity +Male,No,Yes,Yes,9,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,29.95,248.95,Nope,Nope +Female,No,Yes,Yes,9,SingleLine,DSL,Yes,Yes,Month-to-month,No,Mailed check,65.0,663.05,Nope,FullSecurity +Male,No,No,Yes,66,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.55,1357.1,Nope,Nope +Female,Yes,No,No,44,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),109.8,4860.35,FullService,FullSecurity +Male,No,No,No,50,MultipleLines,DSL,No,Yes,Two year,No,Bank transfer (automatic),69.5,3418.2,Movies,DeviceProtection +Female,No,No,No,15,MultipleLines,DSL,No,No,Month-to-month,No,Mailed check,48.85,631.4,Nope,Nope +Male,No,No,No,8,Nope,DSL,No,No,Month-to-month,Yes,Credit card (automatic),25.25,186.3,Nope,Nope +Female,Yes,No,No,66,MultipleLines,Fiber optic,No,Yes,One year,Yes,Credit card (automatic),102.85,6976.75,FullService,DeviceProtection +Female,No,No,No,57,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),87.55,4884.85,Nope,OnlineSecurity +Female,No,No,No,7,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),78.55,522.95,Nope,Nope +Male,Yes,Yes,Yes,10,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),34.55,362.6,Movies,Nope +Female,No,No,No,62,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,92.05,5755.8,Nope,FullSecurity +Male,No,Yes,Yes,40,SingleLine,Fiber optic,No,No,One year,Yes,Electronic check,85.05,3355.65,TV,DeviceProtection +Female,No,No,No,20,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.7,406.95,Nope,Nope +Female,No,No,No,7,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.0,137.6,Nope,Nope +Female,No,Yes,No,25,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,95.15,2395.7,FullService,Nope +Male,No,Yes,No,23,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,84.25,1968.1,Nope,DeviceProtection +Female,Yes,Yes,No,66,MultipleLines,Fiber optic,Yes,No,One year,No,Credit card (automatic),104.6,6819.45,FullService,DeviceProtection +Female,Yes,No,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Electronic check,111.65,7943.45,FullService,DeviceProtection +Male,Yes,Yes,No,49,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Credit card (automatic),90.05,4547.25,Movies,Nope +Male,Yes,Yes,Yes,43,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),110.75,4687.9,FullService,DeviceProtection +Female,No,Yes,No,46,MultipleLines,DSL,No,No,Month-to-month,No,Bank transfer (automatic),55.0,2473.95,Nope,OnlineSecurity +Male,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),89.85,6562.9,FullService,FullSecurity +Male,No,No,No,10,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.35,176.3,Nope,Nope +Female,No,No,No,40,Nope,DSL,No,Yes,One year,Yes,Bank transfer (automatic),54.55,2236.2,FullService,OnlineSecurity +Female,No,Yes,Yes,65,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.5,6985.65,FullService,DeviceProtection +Male,No,No,No,31,SingleLine,Fiber optic,No,Yes,Two year,No,Bank transfer (automatic),99.45,3109.9,FullService,DeviceProtection +Female,No,Yes,No,68,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),70.9,4911.35,Nope,FullSecurity +Male,Yes,Yes,Yes,56,MultipleLines,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),104.55,5794.65,FullService,FullSecurity +Male,No,Yes,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.25,855.3,Movies,Nope +Male,No,Yes,Yes,68,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.4,1620.2,Nope,Nope +Female,No,Yes,Yes,43,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,56.15,2499.3,TV,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.55,89.55,FullService,Nope +Female,Yes,No,No,49,SingleLine,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),89.85,4287.2,Movies,DeviceProtection +Female,No,Yes,Yes,15,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.25,394.85,Nope,Nope +Male,Yes,Yes,No,20,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.55,1899.65,FullService,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.7,45.7,Nope,Nope +Male,No,Yes,Yes,50,MultipleLines,DSL,No,Yes,One year,Yes,Electronic check,69.65,3442.15,TV,DeviceProtection +Female,Yes,No,No,2,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,89.5,161.5,Movies,Nope +Male,Yes,No,No,24,SingleLine,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),70.0,1732.6,Nope,Nope +Female,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),69.55,222.3,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,74.6,74.6,Nope,DeviceProtection +Male,No,Yes,Yes,35,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.1,655.3,Nope,Nope +Female,No,No,No,17,MultipleLines,No,No internet service,No internet service,Month-to-month,No,Mailed check,24.8,475.25,Nope,Nope +Female,Yes,No,No,8,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.65,164.3,Nope,Nope +Male,No,No,No,10,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),95.1,865.1,FullService,Nope +Male,No,Yes,Yes,68,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),88.85,6132.7,FullService,FullSecurity +Male,No,Yes,No,45,SingleLine,DSL,Yes,No,One year,No,Bank transfer (automatic),78.8,3597.5,FullService,FullSecurity +Male,No,Yes,Yes,2,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.85,35.9,Nope,Nope +Male,No,Yes,No,37,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.35,697.65,Nope,Nope +Female,No,No,No,4,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,24.25,96.05,Nope,Nope +Female,No,No,No,10,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.25,428.7,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,Nope,Nope +Male,No,Yes,Yes,65,MultipleLines,DSL,Yes,No,Two year,Yes,Mailed check,69.55,4459.15,Movies,OnlineSecurity +Female,No,Yes,Yes,57,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.5,1167.6,Nope,Nope +Female,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,74.75,238.1,Nope,DeviceProtection +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,69.65,145.15,Nope,Nope +Male,No,No,No,49,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),30.2,1453.1,Nope,DeviceProtection +Female,No,No,No,4,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.65,191.05,Nope,Nope +Female,No,Yes,No,70,Nope,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),57.8,4039.3,FullService,DeviceProtection +Female,No,Yes,Yes,53,SingleLine,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,1039.45,Nope,Nope +Male,No,Yes,Yes,53,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.55,1336.1,Nope,Nope +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,75.05,75.05,Nope,Nope +Male,No,No,No,22,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),24.85,493.4,Nope,Nope +Male,Yes,No,No,52,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,49.15,2550.9,FullService,Nope +Male,Yes,No,No,65,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Electronic check,110.35,7246.15,FullService,FullSecurity +Female,No,No,No,48,MultipleLines,No,No internet service,No internet service,One year,No,Bank transfer (automatic),24.55,1203.95,Nope,Nope +Female,No,No,No,2,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,34.7,62.25,Movies,Nope +Male,No,No,No,3,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Mailed check,107.95,313.6,FullService,DeviceProtection +Male,No,Yes,No,45,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),81.4,3775.85,Nope,Nope +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,80.0,80.0,Movies,Nope +Female,No,Yes,Yes,61,SingleLine,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),73.8,4616.05,FullService,DeviceProtection +Male,No,No,No,3,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),64.4,195.65,TV,OnlineSecurity +Female,Yes,No,No,40,MultipleLines,Fiber optic,No,Yes,One year,Yes,Credit card (automatic),103.75,4188.4,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,71.1,71.1,Nope,Nope +Female,No,No,No,1,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,49.9,49.9,Nope,Nope +Male,No,No,No,51,MultipleLines,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.6,1266.4,Nope,Nope +Male,Yes,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,49.25,91.1,Nope,OnlineSecurity +Male,No,No,No,52,Nope,DSL,Yes,No,One year,No,Mailed check,30.1,1623.4,Nope,Nope +Male,No,No,No,51,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),83.4,4149.45,Movies,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,20.45,Nope,Nope +Male,No,Yes,Yes,31,MultipleLines,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),75.25,2344.5,Movies,OnlineSecurity +Male,No,No,Yes,47,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),20.55,1013.05,Nope,Nope +Female,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),75.1,270.7,Nope,Nope +Female,Yes,No,No,22,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,20.05,417.0,Nope,Nope +Female,No,Yes,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.65,20.65,Nope,Nope +Male,No,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.15,6316.2,FullService,DeviceProtection +Male,No,Yes,Yes,3,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,50.15,168.15,Nope,DeviceProtection +Male,Yes,Yes,Yes,47,SingleLine,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),84.95,4018.05,TV,Nope +Male,No,Yes,Yes,72,MultipleLines,DSL,No,Yes,Two year,Yes,Credit card (automatic),66.5,4811.6,Nope,FullSecurity +Male,No,Yes,Yes,66,MultipleLines,DSL,No,No,Two year,Yes,Bank transfer (automatic),63.3,4189.7,TV,DeviceProtection +Male,No,No,No,35,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,83.15,2848.45,TV,Nope +Male,No,No,No,29,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.9,2516.2,Movies,Nope +Female,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,33.6,Nope,Nope +Male,No,No,No,4,SingleLine,DSL,Yes,No,Month-to-month,No,Mailed check,49.25,208.45,Nope,Nope +Female,No,No,No,25,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),79.85,2015.35,Nope,OnlineSecurity +Female,No,No,No,65,SingleLine,DSL,Yes,Yes,Two year,Yes,Mailed check,59.6,3739.8,Nope,OnlineSecurity +Male,Yes,No,No,27,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),104.65,2964.0,FullService,Nope +Male,No,Yes,No,29,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),75.3,2263.4,Nope,DeviceProtection +Male,No,Yes,Yes,29,MultipleLines,DSL,Yes,No,Month-to-month,No,Credit card (automatic),80.1,2211.8,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,Nope,Nope +Female,No,Yes,No,20,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,81.0,1683.7,Nope,DeviceProtection +Female,No,No,No,58,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.7,1519.0,Nope,Nope +Female,No,No,Yes,14,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,86.0,1164.05,Nope,OnlineSecurity +Male,No,Yes,No,72,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.4,1710.9,Nope,Nope +Male,No,No,No,46,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),89.15,4245.55,TV,OnlineSecurity +Female,No,Yes,No,71,Nope,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),58.25,4145.9,FullService,DeviceProtection +Male,No,No,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),85.65,2664.3,Movies,Nope +Female,No,No,No,26,Nope,DSL,No,No,Month-to-month,Yes,Credit card (automatic),50.35,1277.5,FullService,DeviceProtection +Male,Yes,Yes,No,68,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),80.35,5589.3,Nope,DeviceProtection +Male,No,Yes,Yes,2,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.2,34.75,Nope,Nope +Male,No,Yes,Yes,61,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1305.95,Nope,Nope +Female,No,Yes,Yes,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.95,381.3,Movies,Nope +Male,No,No,No,3,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.35,141.5,Nope,Nope +Male,Yes,Yes,No,33,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.5,3105.55,FullService,Nope +Male,Yes,Yes,No,9,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.25,204.55,Nope,Nope +Female,No,No,No,22,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,26.25,605.9,Nope,Nope +Female,No,Yes,Yes,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.85,356.1,TV,Nope +Female,Yes,No,No,30,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Credit card (automatic),91.7,2758.15,Nope,FullSecurity +Male,No,No,No,65,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),74.2,4805.65,Movies,DeviceProtection +Female,No,No,No,45,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,87.25,3941.7,Nope,DeviceProtection +Male,No,No,No,5,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,92.75,Nope,Nope +Male,No,Yes,Yes,25,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,75.5,1901.05,Nope,Nope +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,No,No,Two year,No,Bank transfer (automatic),79.05,5730.7,Nope,OnlineSecurity +Female,No,Yes,No,27,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),90.15,2423.4,Movies,DeviceProtection +Male,No,Yes,Yes,32,Nope,DSL,No,No,Month-to-month,No,Credit card (automatic),50.6,1653.45,FullService,DeviceProtection +Female,No,No,No,30,MultipleLines,Fiber optic,Yes,Yes,One year,No,Credit card (automatic),110.45,3327.05,FullService,DeviceProtection +Male,No,Yes,No,70,SingleLine,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),101.0,7085.5,Movies,FullSecurity +Male,Yes,No,No,42,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),79.35,3344.1,Nope,Nope +Female,Yes,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.85,6697.35,FullService,FullSecurity +Female,No,No,No,47,MultipleLines,DSL,No,Yes,Two year,Yes,Mailed check,65.0,2879.9,Nope,FullSecurity +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.45,137.1,Nope,FullSecurity +Male,No,No,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,98.55,1008.55,FullService,OnlineSecurity +Female,No,Yes,Yes,61,MultipleLines,No,No internet service,No internet service,Two year,Yes,Mailed check,24.1,1551.6,Nope,Nope +Female,No,No,No,5,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),44.05,202.15,Nope,Nope +Female,Yes,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,7882.25,FullService,DeviceProtection +Male,Yes,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.95,8196.4,FullService,FullSecurity +Female,Yes,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,75.05,202.9,Nope,DeviceProtection +Male,No,Yes,No,48,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.25,855.1,Nope,Nope +Female,No,No,No,63,SingleLine,Fiber optic,No,Yes,One year,Yes,Credit card (automatic),90.05,5817.0,TV,DeviceProtection +Female,No,No,No,27,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,56.7,1652.95,Nope,OnlineSecurity +Male,No,Yes,Yes,70,SingleLine,DSL,Yes,No,Two year,Yes,Credit card (automatic),80.15,5600.15,FullService,FullSecurity +Male,No,Yes,Yes,7,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),71.35,515.75,Movies,FullSecurity +Female,No,Yes,No,2,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,90.35,190.5,TV,OnlineSecurity +Male,Yes,No,No,20,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.55,1842.8,FullService,DeviceProtection +Male,No,No,No,66,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,1253.8,Nope,Nope +Female,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,57.2,Nope,Nope +Female,No,No,Yes,15,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.9,1269.55,Movies,Nope +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),90.35,6563.4,Nope,OnlineSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.8,20.8,Nope,Nope +Female,No,No,No,22,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,89.25,1907.85,FullService,Nope +Male,No,Yes,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.3,208.85,Nope,Nope +Female,No,Yes,Yes,72,MultipleLines,DSL,No,Yes,Two year,No,Bank transfer (automatic),66.85,4758.8,Nope,FullSecurity +Male,No,Yes,Yes,65,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.9,1292.6,Nope,Nope +Female,No,No,No,11,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,35.8,363.15,TV,Nope +Male,No,No,No,22,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,78.85,1600.25,Nope,Nope +Male,No,No,No,14,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.4,275.7,Nope,Nope +Male,No,No,No,41,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,74.25,3089.1,Nope,Nope +Male,No,Yes,No,17,SingleLine,DSL,Yes,No,One year,No,Mailed check,64.8,1175.6,Movies,OnlineSecurity +Male,No,No,No,11,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.45,237.3,Nope,Nope +Male,No,No,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.35,1444.65,FullService,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,Nope,Nope +Female,No,Yes,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,88.9,454.15,Movies,FullSecurity +Male,No,Yes,No,33,SingleLine,Fiber optic,No,No,One year,Yes,Electronic check,95.8,3036.75,FullService,DeviceProtection +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Credit card (automatic),110.65,8065.65,FullService,FullSecurity +Female,No,Yes,Yes,3,Nope,DSL,Yes,No,Month-to-month,No,Mailed check,40.3,92.5,Movies,Nope +Male,No,No,No,2,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,82.0,184.65,Nope,Nope +Female,No,Yes,No,59,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),107.0,6152.3,Movies,FullSecurity +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.35,89.5,Nope,Nope +Male,No,Yes,Yes,71,SingleLine,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),73.35,5154.5,FullService,Nope +Female,No,Yes,Yes,5,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,44.8,220.45,Nope,Nope +Male,No,Yes,Yes,27,SingleLine,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),54.75,1510.3,Nope,OnlineSecurity +Female,No,No,No,1,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,52.2,52.2,Nope,Nope +Male,No,No,Yes,63,Nope,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),40.6,2588.95,Nope,OnlineSecurity +Female,Yes,No,No,46,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,110.0,4874.8,FullService,FullSecurity +Male,No,Yes,Yes,72,MultipleLines,DSL,No,No,Two year,No,Bank transfer (automatic),55.3,3983.6,Nope,OnlineSecurity +Female,No,Yes,No,34,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Bank transfer (automatic),60.85,2003.6,Nope,OnlineSecurity +Female,No,Yes,Yes,24,MultipleLines,DSL,Yes,No,One year,No,Electronic check,78.4,1832.4,FullService,OnlineSecurity +Male,No,No,No,72,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),69.65,4908.25,Nope,FullSecurity +Female,No,Yes,Yes,60,Nope,DSL,No,Yes,Two year,No,Credit card (automatic),59.85,3590.2,FullService,FullSecurity +Male,No,No,No,68,MultipleLines,DSL,Yes,No,One year,Yes,Credit card (automatic),76.9,5023.0,Movies,FullSecurity +Female,No,Yes,Yes,8,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,19.85,146.6,Nope,Nope +Female,No,No,Yes,34,SingleLine,DSL,No,Yes,Two year,No,Credit card (automatic),67.65,2339.3,TV,FullSecurity +Female,No,No,No,6,Nope,DSL,No,No,Month-to-month,No,Credit card (automatic),45.0,298.7,FullService,Nope +Male,No,Yes,No,2,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,64.2,143.65,Movies,Nope +Male,No,No,No,31,MultipleLines,Fiber optic,No,Yes,One year,No,Credit card (automatic),81.7,2548.65,Nope,Nope +Female,No,Yes,Yes,20,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.55,507.4,Nope,Nope +Female,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,20.0,20.0,Nope,Nope +Male,No,No,No,62,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,96.75,6125.4,FullService,DeviceProtection +Female,Yes,Yes,No,70,MultipleLines,Fiber optic,No,No,Two year,Yes,Credit card (automatic),75.65,5411.4,Nope,Nope +Female,No,No,No,10,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,98.5,1058.25,FullService,Nope +Male,No,Yes,Yes,39,MultipleLines,No,No internet service,No internet service,Two year,Yes,Mailed check,23.8,903.8,Nope,Nope +Female,No,Yes,No,46,SingleLine,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),64.2,3009.5,TV,Nope +Male,No,No,No,6,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,85.35,489.45,TV,Nope +Female,No,Yes,Yes,72,MultipleLines,DSL,No,No,Two year,Yes,Bank transfer (automatic),76.8,5468.45,FullService,DeviceProtection +Male,No,No,No,18,SingleLine,DSL,No,Yes,Month-to-month,No,Credit card (automatic),55.2,1058.1,Nope,DeviceProtection +Male,No,Yes,No,71,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Credit card (automatic),108.55,7616.0,FullService,FullSecurity +Male,No,Yes,No,40,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.3,4113.1,FullService,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.55,69.55,Nope,Nope +Male,No,No,No,58,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),103.25,6017.65,FullService,DeviceProtection +Male,No,No,No,70,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Credit card (automatic),104.0,7250.15,FullService,OnlineSecurity +Female,No,Yes,No,42,MultipleLines,No,No internet service,No internet service,Two year,No,Electronic check,25.25,1108.2,Nope,Nope +Male,No,Yes,Yes,34,Nope,DSL,No,No,One year,No,Bank transfer (automatic),30.4,938.65,Nope,OnlineSecurity +Male,Yes,No,No,5,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.05,94.15,Nope,Nope +Female,No,No,No,25,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,84.6,2088.05,TV,Nope +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,86.2,178.7,Movies,DeviceProtection +Female,No,Yes,Yes,55,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),103.7,5656.75,FullService,DeviceProtection +Male,No,Yes,No,21,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,111.2,2317.1,FullService,DeviceProtection +Male,No,Yes,No,70,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),88.0,5986.45,Nope,OnlineSecurity +Female,No,Yes,No,61,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,106.35,6751.35,FullService,DeviceProtection +Male,No,Yes,Yes,43,SingleLine,DSL,No,Yes,Two year,Yes,Credit card (automatic),79.15,3566.6,FullService,FullSecurity +Male,No,No,No,47,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,103.1,4889.3,FullService,DeviceProtection +Male,No,No,No,5,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),63.95,318.1,TV,DeviceProtection +Female,No,No,No,62,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.8,1563.95,Nope,Nope +Female,No,Yes,Yes,16,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),89.45,1430.25,TV,DeviceProtection +Male,Yes,Yes,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),95.6,644.35,FullService,Nope +Female,No,Yes,Yes,14,MultipleLines,No,No internet service,No internet service,Month-to-month,No,Mailed check,25.55,372.45,Nope,Nope +Male,No,Yes,Yes,60,SingleLine,Fiber optic,Yes,No,One year,No,Electronic check,90.95,5453.4,TV,DeviceProtection +Male,No,Yes,Yes,34,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,44.85,1442.6,TV,DeviceProtection +Female,No,Yes,No,50,MultipleLines,Fiber optic,Yes,Yes,One year,No,Electronic check,108.55,5610.7,FullService,OnlineSecurity +Male,No,Yes,Yes,38,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,963.95,Nope,Nope +Female,No,Yes,Yes,70,SingleLine,DSL,Yes,Yes,One year,No,Credit card (automatic),74.1,5222.3,Movies,FullSecurity +Female,No,Yes,Yes,37,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,88.8,3340.55,TV,Nope +Female,Yes,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.85,292.8,TV,Nope +Male,Yes,Yes,Yes,60,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,93.25,5774.55,Movies,OnlineSecurity +Male,No,Yes,Yes,62,SingleLine,DSL,No,Yes,One year,No,Credit card (automatic),71.4,4487.3,Movies,FullSecurity +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,44.4,44.4,Nope,Nope +Male,No,No,No,36,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),79.2,2854.95,FullService,FullSecurity +Male,No,No,No,44,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.4,905.55,Nope,Nope +Female,Yes,No,No,55,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,100.0,5509.3,FullService,DeviceProtection +Female,No,Yes,No,72,MultipleLines,Fiber optic,No,No,Two year,Yes,Credit card (automatic),105.0,7589.8,FullService,FullSecurity +Female,No,Yes,Yes,12,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,229.6,Nope,Nope +Female,No,No,No,13,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),30.85,394.1,Nope,OnlineSecurity +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.9,89.9,FullService,Nope +Female,No,Yes,Yes,15,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.55,295.95,Nope,Nope +Female,No,No,No,65,SingleLine,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.85,5459.2,FullService,FullSecurity +Female,No,Yes,Yes,12,Nope,DSL,No,Yes,One year,No,Credit card (automatic),33.15,444.75,Nope,OnlineSecurity +Male,No,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),92.0,6782.15,FullService,FullSecurity +Female,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),89.8,6510.45,FullService,FullSecurity +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.8,8476.5,FullService,FullSecurity +Male,No,No,Yes,52,MultipleLines,DSL,Yes,Yes,Two year,Yes,Mailed check,85.15,4461.85,FullService,OnlineSecurity +Male,No,No,No,2,MultipleLines,No,No internet service,No internet service,Month-to-month,No,Mailed check,24.85,62.0,Nope,Nope +Female,No,No,No,5,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,64.35,352.65,TV,OnlineSecurity +Female,No,No,No,68,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1424.9,Nope,Nope +Female,No,No,Yes,62,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,100.15,6413.65,FullService,DeviceProtection +Male,No,No,No,72,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),86.05,6309.65,FullService,OnlineSecurity +Male,No,No,No,1,SingleLine,DSL,Yes,No,Month-to-month,No,Electronic check,50.8,50.8,Nope,Nope +Female,No,Yes,No,66,MultipleLines,Fiber optic,Yes,Yes,One year,No,Electronic check,89.0,5898.6,Nope,OnlineSecurity +Male,No,Yes,Yes,72,Nope,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),64.8,4719.75,FullService,FullSecurity +Male,No,No,No,26,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.8,457.3,Nope,Nope +Male,No,Yes,Yes,64,MultipleLines,Fiber optic,No,No,Two year,No,Bank transfer (automatic),93.4,5822.3,Movies,FullSecurity +Male,Yes,Yes,No,20,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,73.65,1463.5,Nope,Nope +Female,No,No,No,3,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,95.1,307.4,FullService,Nope +Male,No,No,No,22,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),94.65,2104.55,FullService,Nope +Male,No,Yes,No,4,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,80.6,319.15,Nope,DeviceProtection +Male,No,Yes,No,62,Nope,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),39.0,2337.45,TV,Nope +Female,No,No,No,5,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,104.3,Nope,Nope +Male,No,Yes,No,59,MultipleLines,Fiber optic,No,No,One year,No,Electronic check,85.55,5084.65,Movies,Nope +Male,No,No,Yes,3,MultipleLines,No,No internet service,No internet service,Two year,Yes,Mailed check,26.4,121.25,Nope,Nope +Female,No,Yes,No,72,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Bank transfer (automatic),98.2,7015.9,TV,FullSecurity +Male,No,Yes,Yes,57,SingleLine,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),97.55,5598.0,FullService,DeviceProtection +Male,No,No,Yes,66,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,1269.1,Nope,Nope +Female,No,No,No,60,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,50.8,3027.4,FullService,Nope +Male,No,No,Yes,45,MultipleLines,Fiber optic,No,No,Two year,No,Bank transfer (automatic),99.7,4634.35,FullService,DeviceProtection +Female,No,No,No,3,Nope,DSL,No,No,Month-to-month,Yes,Credit card (automatic),34.8,113.95,TV,Nope +Female,No,No,No,15,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Electronic check,105.1,1582.75,FullService,FullSecurity +Female,No,No,Yes,51,Nope,DSL,No,Yes,One year,No,Bank transfer (automatic),60.15,3077.0,FullService,FullSecurity +Female,No,No,No,60,MultipleLines,DSL,No,Yes,One year,No,Electronic check,64.75,4039.5,Nope,FullSecurity +Male,No,No,No,33,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),54.65,1665.2,Nope,Nope +Male,No,No,No,10,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,110.1,1043.3,FullService,FullSecurity +Male,Yes,No,No,26,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.3,504.2,Nope,Nope +Female,No,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,83.9,497.55,Movies,DeviceProtection +Female,No,Yes,No,67,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,111.25,7511.65,FullService,FullSecurity +Female,No,Yes,Yes,49,Nope,DSL,No,Yes,One year,Yes,Credit card (automatic),35.8,1782.0,Nope,OnlineSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,20.05,Nope,Nope +Female,Yes,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.35,609.65,TV,DeviceProtection +Female,Yes,No,No,27,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),110.5,2857.6,FullService,FullSecurity +Male,No,Yes,Yes,37,SingleLine,Fiber optic,No,No,One year,No,Credit card (automatic),91.2,3247.55,FullService,Nope +Female,No,Yes,Yes,63,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.55,6215.35,TV,FullSecurity +Male,No,Yes,Yes,31,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Electronic check,89.3,2823.0,Nope,FullSecurity +Male,No,Yes,Yes,50,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),103.85,5017.9,FullService,DeviceProtection +Male,Yes,No,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),81.1,2619.25,Nope,DeviceProtection +Female,No,No,No,1,Nope,DSL,No,No,Month-to-month,No,Electronic check,24.6,24.6,Nope,Nope +Female,No,Yes,No,63,MultipleLines,Fiber optic,No,Yes,One year,Yes,Credit card (automatic),81.2,4965.1,Nope,Nope +Male,No,No,No,30,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),94.3,2679.7,Movies,OnlineSecurity +Male,No,Yes,No,71,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.1,8310.55,FullService,FullSecurity +Female,No,No,No,53,MultipleLines,Fiber optic,Yes,No,Two year,No,Electronic check,105.55,5682.25,FullService,DeviceProtection +Female,No,No,No,12,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),98.9,1120.95,FullService,OnlineSecurity +Male,No,Yes,No,50,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),94.4,4914.9,Movies,OnlineSecurity +Female,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,27.55,Nope,Nope +Female,No,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),98.3,923.5,FullService,DeviceProtection +Male,No,No,No,17,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,93.85,1625.65,FullService,OnlineSecurity +Female,No,Yes,No,56,SingleLine,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),105.6,6068.65,FullService,FullSecurity +Male,No,Yes,Yes,67,SingleLine,DSL,Yes,No,Two year,No,Credit card (automatic),81.35,5398.6,FullService,FullSecurity +Male,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.5,918.6,FullService,DeviceProtection +Male,No,No,No,4,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,56.4,234.85,TV,Nope +Male,No,No,No,19,SingleLine,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),65.35,1231.85,Movies,Nope +Female,No,No,Yes,8,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,170.9,Nope,Nope +Female,No,No,No,71,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,111.25,7984.15,FullService,DeviceProtection +Male,Yes,No,No,10,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,72.85,688.65,Nope,Nope +Female,Yes,No,No,15,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Credit card (automatic),89.0,1288.3,TV,Nope +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),106.1,7848.5,FullService,FullSecurity +Male,No,No,No,12,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),20.05,267.0,Nope,Nope +Male,No,Yes,Yes,72,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.2,1798.9,Nope,Nope +Male,Yes,Yes,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.55,73.55,Nope,Nope +Female,Yes,No,No,23,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),75.4,1643.55,Nope,OnlineSecurity +Male,No,No,No,72,Nope,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.55,4807.45,FullService,FullSecurity +Female,No,No,No,26,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.7,2193.0,Nope,DeviceProtection +Female,No,No,No,21,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Mailed check,104.55,2239.4,FullService,DeviceProtection +Male,No,Yes,No,60,MultipleLines,No,No internet service,No internet service,One year,No,Bank transfer (automatic),24.15,1505.9,Nope,Nope +Male,No,No,No,12,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,255.35,Nope,Nope +Male,No,Yes,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.4,1189.4,Nope,Nope +Female,No,Yes,No,63,MultipleLines,DSL,Yes,No,One year,Yes,Credit card (automatic),79.7,4786.15,FullService,OnlineSecurity +Female,Yes,No,No,22,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,81.7,1820.9,Nope,OnlineSecurity +Female,No,Yes,Yes,32,SingleLine,DSL,Yes,Yes,Month-to-month,No,Bank transfer (automatic),76.3,2404.15,Movies,FullSecurity +Female,Yes,No,No,3,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.4,205.05,Nope,Nope +Female,No,No,No,13,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,81.15,952.3,Nope,DeviceProtection +Female,No,Yes,Yes,68,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),103.75,7039.45,FullService,Nope +Female,No,Yes,Yes,30,SingleLine,Fiber optic,No,No,One year,No,Electronic check,86.45,2538.05,Movies,DeviceProtection +Female,No,No,No,16,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),75.1,1212.85,Nope,Nope +Male,No,No,No,33,SingleLine,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),80.6,2651.1,Nope,Nope +Male,No,Yes,No,72,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.3,1304.8,Nope,Nope +Female,Yes,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.6,360.1,Movies,Nope +Female,No,No,No,12,Nope,DSL,No,Yes,One year,Yes,Mailed check,33.6,435.45,Nope,OnlineSecurity +Female,Yes,Yes,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,83.25,308.05,TV,Nope +Female,No,No,No,6,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.05,434.5,Nope,OnlineSecurity +Female,No,Yes,No,65,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),108.05,7118.9,FullService,DeviceProtection +Female,No,No,No,15,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,320.45,Nope,Nope +Female,No,No,Yes,24,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),21.05,531.55,Nope,Nope +Female,No,No,Yes,13,Nope,DSL,Yes,No,Month-to-month,No,Electronic check,30.15,382.2,Nope,Nope +Male,No,No,No,24,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),79.85,2001.0,Movies,Nope +Female,No,Yes,No,72,Nope,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),65.5,4919.7,FullService,FullSecurity +Female,No,Yes,Yes,54,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),104.1,5645.8,FullService,OnlineSecurity +Female,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),74.4,215.8,Nope,Nope +Male,No,Yes,Yes,4,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,77.6,Nope,Nope +Female,Yes,Yes,Yes,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,91.35,2896.55,TV,DeviceProtection +Male,Yes,No,No,35,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.05,3395.8,FullService,DeviceProtection +Male,No,Yes,Yes,35,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.5,759.35,Nope,Nope +Male,Yes,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,44.95,85.15,Nope,Nope +Female,No,No,No,8,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,75.6,535.55,Nope,Nope +Male,No,No,No,22,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,55.1,1253.15,Nope,OnlineSecurity +Female,No,No,No,15,SingleLine,DSL,No,Yes,Month-to-month,No,Electronic check,58.95,955.15,Nope,FullSecurity +Male,No,No,No,22,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.1,2162.6,FullService,Nope +Male,No,Yes,No,1,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),44.7,44.7,Nope,Nope +Female,No,Yes,Yes,71,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.45,1813.35,Nope,Nope +Male,No,No,No,4,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,56.75,245.15,Nope,FullSecurity +Male,No,No,No,25,MultipleLines,DSL,Yes,Yes,Month-to-month,No,Bank transfer (automatic),81.75,2028.8,Movies,FullSecurity +Female,No,Yes,Yes,32,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,86.1,2723.75,TV,Nope +Male,Yes,Yes,No,7,Nope,DSL,No,No,Month-to-month,No,Bank transfer (automatic),29.8,220.45,Nope,OnlineSecurity +Male,No,No,No,17,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,20.5,365.8,Nope,Nope +Male,Yes,Yes,No,8,SingleLine,DSL,No,No,Month-to-month,No,Bank transfer (automatic),60.9,551.95,TV,OnlineSecurity +Female,Yes,No,No,56,MultipleLines,DSL,No,Yes,Two year,No,Bank transfer (automatic),73.25,4054.2,Movies,FullSecurity +Male,Yes,No,No,8,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Credit card (automatic),100.3,832.35,FullService,OnlineSecurity +Male,No,No,No,7,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.25,112.3,Nope,Nope +Male,No,No,Yes,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.85,60.65,Nope,Nope +Female,No,No,No,71,SingleLine,DSL,Yes,Yes,Two year,No,Credit card (automatic),77.35,5550.1,TV,FullSecurity +Female,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.0,174.8,FullService,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,90.55,90.55,FullService,Nope +Male,No,Yes,No,49,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.85,4733.1,TV,OnlineSecurity +Male,No,No,No,58,SingleLine,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),70.1,4048.95,TV,DeviceProtection +Male,Yes,Yes,No,44,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,30.35,1359.7,Nope,Nope +Female,No,Yes,Yes,59,SingleLine,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),75.95,4542.35,FullService,Nope +Male,No,No,No,71,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Electronic check,108.05,7532.15,FullService,FullSecurity +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,Nope,Nope +Female,No,No,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,75.25,888.65,Nope,Nope +Male,Yes,Yes,No,62,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,103.75,6383.35,FullService,DeviceProtection +Female,No,Yes,Yes,35,SingleLine,DSL,No,Yes,One year,Yes,Bank transfer (automatic),54.95,1916.0,Nope,OnlineSecurity +Female,No,No,No,20,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.5,413.0,Nope,Nope +Male,No,Yes,Yes,40,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.6,808.95,Nope,Nope +Female,No,No,No,39,SingleLine,DSL,No,No,One year,Yes,Electronic check,47.85,1886.4,Nope,OnlineSecurity +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.6,86.6,Movies,Nope +Female,No,Yes,Yes,72,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.75,1679.25,Nope,Nope +Female,Yes,Yes,No,33,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.6,2656.5,Nope,Nope +Female,No,No,No,12,SingleLine,DSL,No,No,Month-to-month,No,Bank transfer (automatic),43.8,540.95,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.75,19.75,Nope,Nope +Male,No,No,Yes,27,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.15,537.35,Nope,Nope +Male,No,Yes,Yes,34,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.6,678.8,Nope,Nope +Female,No,Yes,No,56,SingleLine,Fiber optic,No,No,Two year,No,Bank transfer (automatic),80.3,4513.65,Nope,FullSecurity +Female,No,No,No,58,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),24.35,1423.85,Nope,Nope +Female,No,Yes,Yes,22,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,555.4,Nope,Nope +Female,No,Yes,Yes,10,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),26.1,225.55,Nope,Nope +Male,No,No,No,13,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.0,268.45,Nope,Nope +Female,No,No,No,35,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,No,Credit card (automatic),85.3,2917.5,Nope,Nope +Female,No,No,No,34,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),70.0,2416.1,Nope,Nope +Female,Yes,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.3,424.45,FullService,Nope +Male,No,Yes,No,72,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.7,1492.1,Nope,Nope +Male,No,No,No,2,SingleLine,DSL,No,Yes,Month-to-month,No,Electronic check,70.3,132.4,FullService,Nope +Female,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.35,660.9,FullService,DeviceProtection +Male,Yes,Yes,No,27,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.5,1893.95,Nope,Nope +Male,No,Yes,Yes,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.55,284.9,Nope,Nope +Female,No,No,No,37,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.85,784.25,Nope,Nope +Male,No,No,No,21,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,417.7,Nope,Nope +Female,Yes,Yes,No,53,MultipleLines,Fiber optic,No,No,One year,Yes,Credit card (automatic),95.85,5016.25,FullService,Nope +Female,No,No,No,18,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,90.1,1612.75,Movies,Nope +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,68.95,119.75,Nope,Nope +Male,No,Yes,Yes,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),99.55,3204.65,FullService,OnlineSecurity +Male,Yes,Yes,No,23,SingleLine,No,No internet service,No internet service,One year,Yes,Electronic check,20.75,485.2,Nope,Nope +Male,No,No,No,3,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,50.15,160.85,Nope,OnlineSecurity +Female,No,Yes,Yes,71,Nope,DSL,Yes,Yes,Two year,No,Mailed check,58.65,4145.25,FullService,OnlineSecurity +Male,No,No,No,9,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.9,827.45,FullService,Nope +Female,No,No,No,1,SingleLine,DSL,Yes,No,Month-to-month,No,Electronic check,49.5,49.5,Nope,Nope +Male,No,Yes,Yes,18,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,57.45,990.85,Movies,DeviceProtection +Male,No,Yes,Yes,12,SingleLine,DSL,No,No,One year,No,Credit card (automatic),53.65,696.35,Movies,Nope +Male,No,Yes,No,71,MultipleLines,DSL,Yes,Yes,Two year,Yes,Mailed check,80.1,5585.4,Movies,FullSecurity +Female,No,No,No,64,MultipleLines,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.4,1601.2,Nope,Nope +Male,No,No,No,4,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,40.05,162.45,Movies,Nope +Female,No,No,No,23,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.5,470.2,Nope,Nope +Female,No,Yes,Yes,39,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),51.05,2066.0,Nope,OnlineSecurity +Male,No,Yes,No,28,SingleLine,DSL,No,Yes,One year,No,Mailed check,54.35,1426.45,Nope,OnlineSecurity +Female,Yes,No,No,5,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,84.7,392.5,TV,Nope +Female,Yes,Yes,No,45,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.1,3861.45,Movies,DeviceProtection +Male,No,No,No,37,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.35,2552.9,Nope,Nope +Female,Yes,Yes,No,60,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.0,6668.35,FullService,FullSecurity +Male,Yes,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.6,819.4,FullService,DeviceProtection +Female,No,No,No,47,MultipleLines,Fiber optic,No,No,One year,No,Credit card (automatic),94.9,4615.25,TV,FullSecurity +Male,No,Yes,Yes,26,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,83.75,2070.6,TV,Nope +Female,Yes,Yes,Yes,3,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,88.3,273.75,TV,OnlineSecurity +Female,No,Yes,Yes,50,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),69.75,3557.7,Nope,Nope +Male,No,Yes,Yes,27,MultipleLines,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),71.6,1957.1,FullService,Nope +Female,Yes,No,No,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,92.1,729.95,FullService,DeviceProtection +Female,No,Yes,No,62,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.65,1416.75,Nope,Nope +Female,No,Yes,No,71,SingleLine,DSL,No,Yes,Two year,No,Bank transfer (automatic),81.85,5924.4,FullService,FullSecurity +Male,No,No,No,66,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.1,1697.7,Nope,Nope +Male,No,Yes,Yes,68,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.7,7849.85,FullService,FullSecurity +Female,No,No,No,13,Nope,DSL,No,No,Month-to-month,No,Electronic check,49.15,649.4,FullService,DeviceProtection +Male,No,Yes,No,56,SingleLine,Fiber optic,No,No,One year,Yes,Electronic check,80.9,4557.5,Movies,Nope +Male,No,Yes,No,38,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.45,3013.05,Nope,OnlineSecurity +Male,Yes,No,No,14,SingleLine,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),90.45,1266.1,FullService,Nope +Female,No,No,Yes,16,SingleLine,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.3,360.35,Nope,Nope +Female,No,Yes,Yes,14,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.2,1046.5,Nope,Nope +Male,No,Yes,Yes,32,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),69.75,2347.9,Nope,Nope +Female,No,No,No,8,SingleLine,DSL,No,Yes,One year,No,Bank transfer (automatic),54.25,447.75,Nope,OnlineSecurity +Female,No,Yes,Yes,43,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),99.3,4209.95,FullService,DeviceProtection +Female,No,No,No,52,MultipleLines,DSL,No,Yes,One year,No,Credit card (automatic),74.0,3877.65,TV,FullSecurity +Male,No,No,No,3,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,50.25,152.3,Nope,Nope +Male,No,No,No,29,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,19.8,572.2,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,Nope,Nope +Male,Yes,No,No,12,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,43.65,526.95,Movies,DeviceProtection +Female,No,Yes,Yes,16,Nope,DSL,No,No,Month-to-month,Yes,Credit card (automatic),35.5,552.7,Movies,Nope +Female,No,No,No,40,MultipleLines,DSL,No,Yes,One year,Yes,Mailed check,80.75,3208.65,FullService,DeviceProtection +Female,No,No,No,5,Nope,DSL,No,No,Month-to-month,No,Electronic check,39.5,210.75,Movies,DeviceProtection +Male,No,Yes,No,40,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),97.1,3706.95,FullService,Nope +Female,No,No,No,36,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.55,620.75,Nope,Nope +Female,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.0,412.5,Movies,Nope +Female,No,No,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,84.7,832.05,TV,OnlineSecurity +Male,No,Yes,Yes,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),89.55,185.55,FullService,Nope +Male,No,No,No,23,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,90.6,1943.2,TV,Nope +Male,No,Yes,Yes,26,SingleLine,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.05,505.9,Nope,Nope +Female,Yes,Yes,No,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Electronic check,112.4,8046.85,FullService,FullSecurity +Female,No,Yes,No,34,SingleLine,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),50.2,1815.3,Nope,Nope +Male,No,No,No,10,SingleLine,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),62.25,612.95,TV,OnlineSecurity +Female,No,No,No,14,SingleLine,DSL,No,Yes,One year,No,Mailed check,55.7,795.15,Nope,OnlineSecurity +Female,No,No,No,23,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),90.05,2169.8,TV,OnlineSecurity +Male,No,Yes,No,47,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.65,973.1,Nope,Nope +Male,No,Yes,No,24,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,89.25,2210.2,Movies,OnlineSecurity +Male,No,Yes,No,49,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),99.05,4853.75,FullService,Nope +Male,Yes,No,No,20,SingleLine,DSL,No,Yes,One year,No,Mailed check,54.0,1055.9,Nope,OnlineSecurity +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),69.75,144.55,Nope,Nope +Female,No,No,No,2,SingleLine,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),49.05,91.1,Nope,Nope +Male,No,No,No,22,Nope,DSL,No,Yes,Two year,No,Bank transfer (automatic),56.75,1304.85,FullService,DeviceProtection +Male,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),98.05,713.0,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,21.1,21.1,Nope,Nope +Female,No,Yes,Yes,59,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),96.65,5580.8,Movies,Nope +Female,No,Yes,Yes,58,MultipleLines,No,No internet service,No internet service,One year,Yes,Credit card (automatic),24.5,1497.9,Nope,Nope +Female,No,No,No,41,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),114.5,4527.45,FullService,FullSecurity +Female,Yes,No,No,59,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Credit card (automatic),79.2,4590.35,Nope,Nope +Female,No,Yes,Yes,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.55,200.2,Nope,Nope +Male,No,No,No,32,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.05,614.45,Nope,Nope +Male,Yes,Yes,No,46,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.85,4564.9,FullService,DeviceProtection +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.95,171.15,Movies,Nope +Female,No,Yes,Yes,52,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.6,1012.4,Nope,Nope +Female,Yes,No,No,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.3,940.35,Nope,DeviceProtection +Female,Yes,No,No,11,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),89.7,1047.7,FullService,Nope +Male,No,No,No,32,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Bank transfer (automatic),87.65,2766.4,Nope,OnlineSecurity +Male,Yes,Yes,No,17,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),100.45,1622.45,FullService,DeviceProtection +Female,No,No,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),74.75,1129.35,Nope,Nope +Female,No,No,No,51,MultipleLines,Fiber optic,Yes,No,One year,No,Bank transfer (automatic),107.45,5680.9,FullService,FullSecurity +Male,No,No,No,29,SingleLine,DSL,No,Yes,One year,Yes,Bank transfer (automatic),75.35,2243.9,FullService,DeviceProtection +Male,No,Yes,No,70,SingleLine,DSL,Yes,Yes,Two year,No,Credit card (automatic),64.95,4523.25,Nope,FullSecurity +Female,No,Yes,Yes,71,MultipleLines,Fiber optic,No,Yes,Two year,No,Electronic check,100.45,7159.7,Movies,FullSecurity +Male,No,Yes,Yes,41,MultipleLines,DSL,Yes,No,One year,No,Bank transfer (automatic),68.5,2839.95,TV,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.55,80.55,TV,Nope +Female,No,Yes,No,7,SingleLine,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),81.25,580.1,FullService,FullSecurity +Male,No,Yes,Yes,25,SingleLine,Fiber optic,No,No,One year,Yes,Electronic check,90.4,2178.6,FullService,Nope +Male,No,Yes,Yes,67,MultipleLines,Fiber optic,Yes,Yes,One year,No,Electronic check,89.55,6038.55,Nope,OnlineSecurity +Male,No,Yes,Yes,5,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Mailed check,55.7,259.4,Nope,Nope +Male,No,No,Yes,15,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,24.8,324.15,Nope,Nope +Female,No,Yes,Yes,20,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,20.0,417.65,Nope,Nope +Male,No,Yes,Yes,3,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,56.15,168.15,Nope,DeviceProtection +Male,No,Yes,Yes,54,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,105.2,5637.85,FullService,Nope +Male,No,No,No,42,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,19.55,839.4,Nope,Nope +Female,No,Yes,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.75,769.1,Movies,Nope +Female,No,No,No,63,MultipleLines,Fiber optic,Yes,No,Two year,No,Bank transfer (automatic),97.45,6253.0,FullService,Nope +Female,No,Yes,No,69,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.25,1641.8,Nope,Nope +Female,No,No,No,69,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),24.6,1678.05,Nope,Nope +Male,No,Yes,No,40,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,50.15,2058.5,Nope,Nope +Male,No,No,No,60,Nope,DSL,Yes,No,Two year,No,Bank transfer (automatic),39.6,2424.5,Nope,FullSecurity +Female,No,No,No,4,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),94.4,387.2,Movies,FullSecurity +Female,Yes,No,No,71,MultipleLines,DSL,Yes,Yes,Two year,No,Mailed check,89.85,6293.45,FullService,FullSecurity +Female,No,Yes,No,37,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),78.95,2839.65,Nope,DeviceProtection +Male,No,Yes,No,32,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),98.85,3145.9,FullService,Nope +Male,No,No,No,39,MultipleLines,DSL,No,Yes,Two year,Yes,Credit card (automatic),53.85,2200.7,Nope,Nope +Female,No,No,No,38,MultipleLines,No,No internet service,No internet service,One year,Yes,Electronic check,24.25,914.4,Nope,Nope +Male,No,No,No,52,MultipleLines,Fiber optic,No,No,Two year,Yes,Credit card (automatic),89.45,4577.75,Movies,DeviceProtection +Female,No,Yes,Yes,48,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),105.25,4997.5,FullService,OnlineSecurity +Male,No,Yes,Yes,70,Nope,DSL,No,Yes,Two year,No,Bank transfer (automatic),59.5,4144.8,FullService,FullSecurity +Male,No,No,No,20,SingleLine,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),70.55,1493.55,Nope,Nope +Female,No,No,No,50,MultipleLines,DSL,No,Yes,One year,Yes,Credit card (automatic),82.5,4179.1,FullService,FullSecurity +Female,No,No,No,19,Nope,DSL,No,No,One year,Yes,Credit card (automatic),44.85,893.55,FullService,Nope +Male,No,Yes,Yes,25,SingleLine,DSL,Yes,No,One year,Yes,Bank transfer (automatic),61.6,1611.0,Nope,FullSecurity +Male,No,No,No,12,SingleLine,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),49.05,593.05,Nope,Nope +Male,Yes,Yes,No,39,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.65,4284.8,FullService,DeviceProtection +Male,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,74.65,544.55,Nope,DeviceProtection +Female,No,Yes,Yes,23,SingleLine,DSL,Yes,Yes,One year,Yes,Mailed check,66.25,1533.8,Nope,FullSecurity +Male,No,No,No,27,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.4,529.8,Nope,Nope +Male,Yes,No,No,47,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),86.05,3865.6,TV,Nope +Male,No,Yes,Yes,26,SingleLine,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.15,515.75,Nope,Nope +Female,No,Yes,No,14,MultipleLines,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),64.7,941.0,TV,OnlineSecurity +Female,Yes,Yes,No,11,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),104.05,1133.65,FullService,DeviceProtection +Male,No,No,Yes,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,48.35,Nope,Nope +Female,No,Yes,Yes,26,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,81.95,2070.05,Nope,OnlineSecurity +Female,Yes,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.65,8333.95,FullService,FullSecurity +Female,No,Yes,Yes,63,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.0,1209.25,Nope,Nope +Male,No,Yes,Yes,71,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.8,1396.25,Nope,Nope +Male,No,Yes,Yes,11,MultipleLines,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),65.15,723.35,TV,OnlineSecurity +Male,Yes,Yes,No,14,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.65,228.65,Nope,Nope +Female,No,No,Yes,13,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),88.95,1161.75,FullService,FullSecurity +Male,No,No,Yes,6,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,98.35,Nope,Nope +Male,Yes,Yes,Yes,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),75.2,775.3,Nope,Nope +Male,No,Yes,No,18,MultipleLines,DSL,Yes,No,Month-to-month,No,Credit card (automatic),56.8,1074.65,Nope,Nope +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,35.55,35.55,Movies,Nope +Female,No,Yes,No,32,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),75.5,2324.7,Nope,OnlineSecurity +Male,No,No,No,29,Nope,DSL,No,Yes,One year,No,Mailed check,35.6,1072.6,Nope,OnlineSecurity +Female,No,No,No,3,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,60.25,170.5,TV,Nope +Female,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.15,196.9,FullService,Nope +Male,No,Yes,Yes,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,96.65,1162.85,FullService,DeviceProtection +Female,No,No,No,41,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,40.35,1677.85,Movies,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,18.85,18.85,Nope,Nope +Male,No,No,No,7,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,54.85,370.4,TV,Nope +Female,No,Yes,No,52,SingleLine,DSL,No,No,One year,Yes,Mailed check,64.3,3410.6,TV,FullSecurity +Female,No,Yes,Yes,45,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.65,1138.8,Nope,Nope +Male,No,Yes,No,70,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),76.1,5264.25,TV,DeviceProtection +Female,No,No,No,53,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,18.7,1005.7,Nope,Nope +Female,Yes,Yes,No,62,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),97.95,5936.55,TV,DeviceProtection +Female,No,Yes,No,60,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),94.1,5475.9,Movies,OnlineSecurity +Female,Yes,Yes,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.4,224.05,TV,Nope +Female,Yes,Yes,No,23,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.1,2326.05,FullService,OnlineSecurity +Male,No,No,Yes,1,Nope,DSL,Yes,No,Month-to-month,Yes,Mailed check,31.35,31.35,Nope,Nope +Female,No,No,No,67,SingleLine,DSL,No,Yes,One year,Yes,Bank transfer (automatic),72.35,4991.5,Movies,FullSecurity +Female,No,No,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.75,1052.4,TV,Nope +Female,Yes,Yes,No,71,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),82.7,5831.2,Movies,FullSecurity +Male,No,No,No,25,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.9,510.8,Nope,Nope +Female,No,No,No,5,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,53.8,283.95,Nope,OnlineSecurity +Male,No,No,No,26,MultipleLines,DSL,No,No,One year,Yes,Credit card (automatic),51.55,1295.4,Nope,Nope +Male,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.65,19.65,Nope,Nope +Male,Yes,No,No,70,Nope,DSL,Yes,No,One year,Yes,Credit card (automatic),44.05,3011.65,TV,DeviceProtection +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,114.0,8093.15,FullService,FullSecurity +Male,No,Yes,No,60,SingleLine,Fiber optic,Yes,No,One year,Yes,Electronic check,94.4,5610.25,FullService,Nope +Female,Yes,Yes,Yes,32,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.4,3217.65,FullService,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.85,19.85,Nope,Nope +Female,No,No,No,14,MultipleLines,DSL,Yes,No,One year,Yes,Mailed check,54.25,773.2,Nope,Nope +Female,No,No,No,13,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),80.0,1029.35,Nope,OnlineSecurity +Female,No,No,No,6,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.9,669.45,FullService,DeviceProtection +Female,No,No,No,46,MultipleLines,DSL,No,No,Two year,No,Mailed check,79.2,3593.8,FullService,FullSecurity +Male,No,No,No,15,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,101.35,1553.95,FullService,DeviceProtection +Male,Yes,Yes,No,43,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,94.3,3953.15,TV,Nope +Male,No,No,No,39,SingleLine,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),49.8,1971.15,Nope,Nope +Male,Yes,No,No,21,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),60.05,1236.15,TV,DeviceProtection +Male,No,No,No,57,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,53.75,3196.0,FullService,FullSecurity +Female,No,Yes,No,53,SingleLine,Fiber optic,No,Yes,One year,Yes,Electronic check,93.45,4872.2,FullService,Nope +Male,No,Yes,Yes,18,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,87.9,1500.5,TV,FullSecurity +Female,No,No,No,1,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,60.15,60.15,Movies,Nope +Female,No,Yes,No,58,MultipleLines,DSL,No,Yes,One year,Yes,Bank transfer (automatic),61.05,3478.75,Nope,OnlineSecurity +Female,Yes,No,No,71,MultipleLines,Fiber optic,No,No,Two year,No,Bank transfer (automatic),104.05,7413.55,FullService,DeviceProtection +Female,No,No,No,35,SingleLine,Fiber optic,No,Yes,One year,Yes,Electronic check,99.25,3532.0,FullService,DeviceProtection +Male,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),85.7,256.75,Movies,DeviceProtection +Male,No,No,No,38,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,104.85,3887.25,FullService,OnlineSecurity +Male,No,Yes,Yes,35,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),69.15,2490.15,Nope,FullSecurity +Male,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.45,593.45,TV,DeviceProtection +Female,No,No,No,47,SingleLine,DSL,No,Yes,Two year,No,Mailed check,74.45,3510.3,FullService,DeviceProtection +Female,No,No,No,14,SingleLine,DSL,Yes,No,Month-to-month,No,Electronic check,50.45,765.45,Nope,Nope +Female,Yes,Yes,No,20,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,60.0,1259.35,Movies,Nope +Male,No,Yes,No,66,MultipleLines,DSL,Yes,Yes,Two year,No,Electronic check,85.25,5538.35,FullService,OnlineSecurity +Male,No,Yes,No,15,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.45,340.85,Nope,Nope +Female,No,No,No,42,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.75,844.45,Nope,Nope +Female,No,Yes,No,17,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,78.9,1348.95,Nope,OnlineSecurity +Male,No,No,No,37,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),104.5,3778.0,FullService,Nope +Female,No,No,No,12,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,49.4,611.65,Nope,Nope +Male,No,Yes,No,53,SingleLine,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),94.25,4867.95,FullService,Nope +Female,No,No,No,60,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.0,1505.05,Nope,Nope +Male,No,Yes,Yes,18,Nope,DSL,No,No,Month-to-month,No,Credit card (automatic),25.55,467.85,Nope,Nope +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.9,74.9,Nope,Nope +Female,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.15,194.2,Nope,Nope +Female,No,No,Yes,9,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),69.4,571.45,FullService,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.25,80.25,TV,Nope +Male,No,Yes,No,56,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,93.15,5253.95,Nope,FullSecurity +Male,No,Yes,Yes,17,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.0,1149.65,Nope,Nope +Female,No,Yes,Yes,11,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Electronic check,66.35,740.8,Movies,Nope +Male,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.55,521.35,Nope,Nope +Female,No,Yes,Yes,69,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1412.65,Nope,Nope +Male,No,No,No,19,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),86.0,1532.45,Movies,Nope +Female,No,Yes,Yes,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.3,250.05,Movies,Nope +Male,No,Yes,Yes,54,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.4,1090.6,Nope,Nope +Male,No,Yes,No,62,MultipleLines,No,No internet service,No internet service,One year,Yes,Credit card (automatic),23.75,1446.8,Nope,Nope +Male,No,No,No,24,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),90.55,2282.55,TV,Nope +Female,No,Yes,Yes,62,MultipleLines,DSL,No,No,Month-to-month,Yes,Credit card (automatic),70.45,4300.45,FullService,Nope +Male,No,No,No,17,MultipleLines,DSL,No,No,Month-to-month,No,Bank transfer (automatic),65.75,1111.2,Movies,OnlineSecurity +Male,No,No,No,9,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,24.6,190.1,Nope,Nope +Male,No,Yes,Yes,64,SingleLine,DSL,No,Yes,Two year,No,Mailed check,69.25,4447.75,TV,FullSecurity +Female,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.9,143.35,Nope,Nope +Male,No,Yes,Yes,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,Nope,Nope +Female,No,Yes,No,16,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,49.95,810.2,FullService,Nope +Female,No,Yes,No,72,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.65,1830.05,Nope,Nope +Male,No,No,No,30,MultipleLines,Fiber optic,Yes,No,One year,No,Bank transfer (automatic),90.4,2820.65,Nope,FullSecurity +Female,No,Yes,No,49,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,100.85,4847.35,FullService,OnlineSecurity +Male,No,Yes,No,61,MultipleLines,DSL,No,Yes,Two year,No,Credit card (automatic),75.35,4729.3,Movies,FullSecurity +Male,No,Yes,Yes,47,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,87.2,4017.45,TV,Nope +Male,No,No,No,20,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),64.4,1398.6,Movies,FullSecurity +Male,No,Yes,Yes,34,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,78.3,2564.3,TV,Nope +Female,No,Yes,Yes,70,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.7,1685.9,Nope,Nope +Male,No,No,Yes,54,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Electronic check,105.85,5826.65,FullService,OnlineSecurity +Male,Yes,Yes,No,61,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Mailed check,98.3,6066.55,TV,DeviceProtection +Male,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.95,228.4,Nope,Nope +Male,No,No,No,13,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.45,270.2,Nope,Nope +Female,Yes,No,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.15,1529.2,FullService,Nope +Female,No,Yes,Yes,3,SingleLine,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),58.7,168.6,TV,Nope +Male,No,No,No,25,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.15,536.35,Nope,Nope +Male,No,No,No,30,MultipleLines,DSL,No,No,Month-to-month,Yes,Mailed check,64.5,1888.45,Movies,OnlineSecurity +Female,No,Yes,No,21,Nope,DSL,No,No,Month-to-month,No,Electronic check,28.5,629.35,Nope,OnlineSecurity +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.3,45.3,Nope,Nope +Female,No,No,No,15,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,289.3,Nope,Nope +Male,Yes,Yes,No,23,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.45,2117.25,FullService,Nope +Female,No,Yes,Yes,45,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.15,4730.9,FullService,OnlineSecurity +Female,No,Yes,Yes,24,MultipleLines,Fiber optic,Yes,No,One year,No,Bank transfer (automatic),83.15,2033.05,Nope,DeviceProtection +Female,No,No,No,11,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Electronic check,90.15,987.95,TV,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.05,45.05,Nope,Nope +Female,No,Yes,No,56,MultipleLines,Fiber optic,No,Yes,Two year,No,Bank transfer (automatic),103.2,5744.35,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,75.8,75.8,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.45,19.45,Nope,Nope +Female,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.3,523.15,Movies,Nope +Female,Yes,Yes,No,55,SingleLine,Fiber optic,No,Yes,Two year,No,Credit card (automatic),88.8,4805.3,TV,DeviceProtection +Female,No,No,No,2,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,30.9,59.05,Nope,Nope +Female,No,Yes,Yes,72,MultipleLines,DSL,No,Yes,Two year,Yes,Credit card (automatic),85.9,6110.75,FullService,FullSecurity +Female,Yes,No,No,45,Nope,DSL,No,No,One year,No,Electronic check,34.2,1596.6,Movies,Nope +Female,No,No,No,47,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.15,1046.2,Nope,Nope +Female,Yes,No,No,46,SingleLine,Fiber optic,Yes,No,One year,No,Credit card (automatic),95.25,4424.2,FullService,Nope +Male,No,No,No,2,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,50.3,92.75,Nope,Nope +Female,No,Yes,No,2,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,80.15,194.55,Nope,OnlineSecurity +Female,No,Yes,No,12,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,51.25,612.1,Nope,Nope +Female,Yes,Yes,No,68,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.6,6127.6,Movies,Nope +Male,No,Yes,Yes,69,SingleLine,Fiber optic,No,Yes,Two year,Yes,Credit card (automatic),95.2,6671.7,FullService,Nope +Male,Yes,No,Yes,56,SingleLine,Fiber optic,No,No,One year,No,Credit card (automatic),94.8,5264.3,FullService,OnlineSecurity +Female,Yes,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.25,303.7,Nope,OnlineSecurity +Male,No,Yes,No,64,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),76.1,4818.8,TV,DeviceProtection +Male,No,Yes,No,59,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,110.15,6448.05,FullService,FullSecurity +Male,No,Yes,Yes,62,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),115.55,7159.05,FullService,FullSecurity +Male,No,Yes,Yes,63,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),24.65,1574.5,Nope,Nope +Female,No,No,No,53,Nope,DSL,Yes,Yes,One year,Yes,Electronic check,53.6,2879.2,TV,FullSecurity +Male,No,Yes,Yes,5,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,86.05,Nope,Nope +Male,Yes,Yes,No,49,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,88.2,4159.45,Nope,FullSecurity +Female,No,Yes,Yes,62,MultipleLines,Fiber optic,No,No,Two year,Yes,Bank transfer (automatic),101.15,6638.35,FullService,OnlineSecurity +Female,No,Yes,No,55,SingleLine,DSL,Yes,Yes,Two year,No,Mailed check,56.8,3112.05,Nope,OnlineSecurity +Female,Yes,Yes,No,71,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,99.4,7168.25,TV,FullSecurity +Female,No,Yes,Yes,72,SingleLine,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.1,1326.25,Nope,Nope +Male,No,Yes,Yes,36,Nope,DSL,No,Yes,One year,No,Credit card (automatic),60.7,2234.55,FullService,FullSecurity +Male,No,Yes,No,25,SingleLine,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.95,495.15,Nope,Nope +Female,Yes,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.85,8317.95,FullService,FullSecurity +Female,No,No,No,36,SingleLine,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.25,679.8,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,62.8,62.8,FullService,Nope +Female,No,Yes,No,72,MultipleLines,Fiber optic,No,No,Two year,Yes,Electronic check,105.5,7544.0,FullService,FullSecurity +Male,No,Yes,Yes,59,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.85,1188.25,Nope,Nope +Male,Yes,Yes,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.5,676.7,FullService,Nope +Female,No,No,No,1,SingleLine,DSL,No,Yes,One year,No,Credit card (automatic),74.1,74.1,FullService,DeviceProtection +Female,No,Yes,Yes,30,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,107.5,3242.5,FullService,DeviceProtection +Male,No,No,No,64,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.55,1240.15,Nope,Nope +Male,No,No,No,63,MultipleLines,DSL,Yes,Yes,One year,No,Bank transfer (automatic),68.8,4111.35,Nope,FullSecurity +Male,Yes,Yes,No,72,MultipleLines,DSL,Yes,No,Two year,No,Credit card (automatic),84.45,5899.85,FullService,FullSecurity +Male,No,Yes,No,8,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,75.0,632.95,Nope,OnlineSecurity +Female,No,No,No,62,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),84.5,5193.2,FullService,DeviceProtection +Male,No,Yes,Yes,67,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.2,7530.8,FullService,DeviceProtection +Male,No,No,No,6,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,44.75,270.95,Nope,Nope +Female,No,Yes,Yes,70,MultipleLines,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),80.6,5460.2,FullService,OnlineSecurity +Female,Yes,No,No,20,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),80.7,1614.2,TV,Nope +Female,No,No,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,75.6,402.5,Nope,Nope +Female,No,Yes,Yes,24,Nope,DSL,Yes,No,One year,No,Electronic check,57.6,1367.75,FullService,FullSecurity +Female,No,Yes,No,11,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.05,483.7,Nope,Nope +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),110.6,7962.2,FullService,DeviceProtection +Female,No,Yes,Yes,66,SingleLine,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),58.2,3810.8,Nope,OnlineSecurity +Female,No,Yes,Yes,45,SingleLine,DSL,No,Yes,Two year,Yes,Mailed check,81.0,3533.6,FullService,FullSecurity +Female,No,Yes,Yes,69,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,1396.9,Nope,Nope +Male,Yes,Yes,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),85.6,1345.55,Movies,Nope +Female,No,No,No,28,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),59.55,1646.45,TV,DeviceProtection +Female,No,No,No,70,MultipleLines,Fiber optic,Yes,Yes,One year,No,Credit card (automatic),115.55,8127.6,FullService,FullSecurity +Female,No,No,No,36,SingleLine,DSL,Yes,Yes,One year,Yes,Mailed check,75.55,2680.15,Movies,FullSecurity +Male,Yes,No,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.6,1281.0,TV,Nope +Female,No,No,No,18,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.2,1553.9,TV,Nope +Female,No,Yes,No,34,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,97.65,3207.55,FullService,Nope +Male,No,Yes,Yes,42,Nope,DSL,Yes,No,One year,Yes,Credit card (automatic),45.1,2049.05,Movies,DeviceProtection +Male,No,No,No,48,MultipleLines,DSL,No,Yes,One year,Yes,Bank transfer (automatic),70.95,3629.2,Movies,OnlineSecurity +Male,No,Yes,No,47,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,109.55,5124.55,FullService,DeviceProtection +Female,No,Yes,Yes,39,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,89.55,3474.45,Nope,DeviceProtection +Female,No,Yes,Yes,11,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.9,202.3,Nope,Nope +Male,No,No,No,7,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,147.5,Nope,Nope +Female,No,No,No,3,MultipleLines,No,No internet service,No internet service,Month-to-month,No,Mailed check,24.6,86.35,Nope,Nope +Male,No,No,No,8,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,66.7,579.0,Movies,FullSecurity +Male,No,No,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.45,19.45,Nope,Nope +Male,No,Yes,Yes,32,SingleLine,Fiber optic,Yes,No,One year,No,Mailed check,94.8,3131.55,Movies,FullSecurity +Male,No,Yes,Yes,60,SingleLine,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),65.85,3928.3,Nope,FullSecurity +Female,No,Yes,No,10,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.95,187.75,Nope,Nope +Female,No,Yes,No,71,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.65,1710.15,Nope,Nope +Female,No,Yes,Yes,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,76.35,Nope,Nope +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.25,69.25,Nope,Nope +Female,No,Yes,Yes,43,Nope,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),51.25,2151.6,TV,OnlineSecurity +Male,No,Yes,No,59,MultipleLines,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),99.5,5961.1,FullService,DeviceProtection +Female,No,Yes,No,23,SingleLine,DSL,No,Yes,Month-to-month,No,Electronic check,54.25,1221.55,Nope,DeviceProtection +Female,No,Yes,No,72,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.4,1496.45,Nope,Nope +Male,No,Yes,No,22,SingleLine,DSL,No,Yes,One year,Yes,Credit card (automatic),56.25,1292.2,Nope,OnlineSecurity +Female,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,25.15,25.15,Nope,Nope +Male,No,No,No,69,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.95,1713.1,Nope,Nope +Male,No,No,No,50,Nope,DSL,No,Yes,One year,Yes,Mailed check,35.4,1748.9,Nope,OnlineSecurity +Female,Yes,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,25.2,25.2,Nope,Nope +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.0,96.45,Nope,Nope +Female,No,Yes,No,15,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),75.35,1114.55,Nope,Nope +Male,No,No,No,31,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,609.1,Nope,Nope +Male,No,Yes,No,66,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),105.0,7133.25,FullService,DeviceProtection +Male,No,No,Yes,3,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),54.7,169.45,TV,Nope +Female,No,No,No,8,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.0,141.6,Nope,Nope +Male,No,Yes,Yes,64,SingleLine,DSL,No,No,One year,Yes,Credit card (automatic),73.05,4688.65,FullService,FullSecurity +Female,No,Yes,No,28,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,563.05,Nope,Nope +Female,No,Yes,No,57,MultipleLines,Fiber optic,No,No,One year,Yes,Credit card (automatic),100.75,5985.0,FullService,DeviceProtection +Female,No,Yes,Yes,14,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,87.25,1258.6,Movies,DeviceProtection +Male,No,No,No,19,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,19.95,373.5,Nope,Nope +Male,No,Yes,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.95,857.2,TV,Nope +Female,No,Yes,No,51,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,49.65,2553.35,FullService,Nope +Female,No,Yes,No,67,MultipleLines,DSL,Yes,No,Two year,No,Mailed check,65.65,4322.85,Nope,FullSecurity +Male,No,Yes,Yes,11,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.45,250.8,Nope,Nope +Male,No,Yes,Yes,72,Nope,DSL,No,Yes,Two year,No,Bank transfer (automatic),60.95,4549.05,FullService,FullSecurity +Male,No,Yes,Yes,66,SingleLine,No,No internet service,No internet service,One year,Yes,Electronic check,20.35,1359.5,Nope,Nope +Female,No,No,No,18,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,88.35,1639.3,TV,Nope +Female,No,No,No,9,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.5,178.85,Nope,Nope +Female,No,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),75.2,633.85,Nope,Nope +Male,No,Yes,No,48,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),111.45,5315.1,FullService,FullSecurity +Male,No,No,No,10,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,70.15,735.5,Nope,Nope +Female,No,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.75,889.9,FullService,Nope +Female,Yes,No,No,13,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.05,1290.0,FullService,Nope +Male,No,No,No,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,78.45,330.05,Nope,Nope +Male,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.2,237.95,Nope,Nope +Female,No,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),92.0,6474.4,FullService,FullSecurity +Female,No,Yes,Yes,51,SingleLine,DSL,Yes,Yes,Two year,No,Credit card (automatic),85.5,4421.95,FullService,FullSecurity +Male,No,Yes,No,59,Nope,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),41.05,2452.7,Movies,Nope +Male,No,Yes,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.6,813.85,TV,Nope +Male,Yes,Yes,No,61,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,82.15,4904.85,Nope,Nope +Male,No,No,No,54,SingleLine,Fiber optic,No,Yes,One year,No,Electronic check,84.4,4484.05,Nope,FullSecurity +Female,No,No,No,33,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Mailed check,60.9,2033.85,Nope,OnlineSecurity +Female,No,No,No,27,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.25,538.2,Nope,Nope +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.2,79.2,TV,Nope +Male,No,No,No,23,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Mailed check,95.3,2192.9,FullService,Nope +Male,No,No,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,19.85,Nope,Nope +Male,No,Yes,Yes,45,SingleLine,DSL,Yes,Yes,Two year,Yes,Mailed check,84.35,3858.05,FullService,FullSecurity +Female,No,Yes,Yes,39,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.85,854.8,Nope,Nope +Male,No,No,No,5,SingleLine,DSL,No,No,One year,Yes,Mailed check,70.0,347.4,FullService,DeviceProtection +Male,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),82.3,5815.15,TV,FullSecurity +Female,No,Yes,Yes,58,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),66.8,3970.4,TV,Nope +Female,No,No,No,70,Nope,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),44.6,3058.15,Nope,FullSecurity +Male,No,Yes,Yes,61,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),98.45,6145.2,FullService,Nope +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,70.7,129.2,Nope,Nope +Female,No,Yes,Yes,46,MultipleLines,No,No internet service,No internet service,One year,No,Mailed check,24.95,1165.9,Nope,Nope +Female,No,No,No,1,MultipleLines,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),49.95,49.95,Nope,Nope +Female,No,Yes,No,22,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.25,1554.0,Nope,Nope +Female,No,No,No,48,SingleLine,Fiber optic,No,Yes,Two year,Yes,Credit card (automatic),102.5,4904.25,FullService,FullSecurity +Male,No,No,No,64,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),86.55,5632.55,FullService,DeviceProtection +Male,No,Yes,Yes,72,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,1643.25,Nope,Nope +Female,No,Yes,Yes,12,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),58.35,740.55,TV,DeviceProtection +Female,Yes,Yes,No,34,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.25,3217.55,Movies,DeviceProtection +Female,No,Yes,Yes,72,SingleLine,DSL,Yes,No,Two year,No,Credit card (automatic),68.75,4888.2,Movies,FullSecurity +Male,No,Yes,No,29,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,85.8,2440.25,Nope,DeviceProtection +Male,No,Yes,Yes,33,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),20.1,620.55,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,20.35,Nope,Nope +Female,No,Yes,Yes,62,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,110.8,6840.95,FullService,DeviceProtection +Male,No,Yes,No,41,MultipleLines,DSL,No,No,One year,Yes,Electronic check,73.0,3001.2,FullService,DeviceProtection +Female,No,No,No,64,MultipleLines,Fiber optic,No,No,One year,Yes,Credit card (automatic),100.05,6254.2,FullService,DeviceProtection +Female,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),82.85,319.6,Movies,DeviceProtection +Female,No,No,No,24,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,84.35,1938.05,Nope,OnlineSecurity +Female,No,Yes,Yes,14,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.55,294.5,Nope,Nope +Male,No,No,Yes,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,58.3,Nope,Nope +Female,Yes,No,No,4,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),99.8,442.85,FullService,DeviceProtection +Female,No,No,Yes,18,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,35.0,553.0,Movies,Nope +Male,No,No,No,8,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,66.25,546.45,FullService,Nope +Female,No,No,No,35,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.3,797.1,Nope,Nope +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,76.0,76.0,Nope,Nope +Male,No,No,Yes,66,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,1673.8,Nope,Nope +Male,No,No,Yes,8,Nope,DSL,No,Yes,Two year,Yes,Mailed check,44.55,343.45,Movies,OnlineSecurity +Female,No,Yes,No,71,MultipleLines,Fiber optic,No,No,One year,Yes,Credit card (automatic),104.1,7412.25,FullService,FullSecurity +Female,No,Yes,Yes,43,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),92.55,4039.0,Movies,DeviceProtection +Female,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.85,170.85,FullService,Nope +Male,Yes,No,No,29,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),101.45,2948.6,FullService,DeviceProtection +Female,No,Yes,No,15,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.3,1308.4,TV,DeviceProtection +Male,No,Yes,Yes,65,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),94.55,6078.75,Nope,FullSecurity +Male,No,No,No,35,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Electronic check,95.5,3418.2,TV,DeviceProtection +Male,No,No,No,64,SingleLine,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),100.3,6603.8,FullService,OnlineSecurity +Female,No,Yes,Yes,58,Nope,DSL,No,Yes,Two year,Yes,Credit card (automatic),55.5,3166.9,FullService,DeviceProtection +Female,Yes,No,No,18,SingleLine,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),49.85,865.75,Nope,Nope +Male,No,Yes,Yes,67,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.55,6373.1,Movies,Nope +Male,No,Yes,Yes,63,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,19.15,1177.05,Nope,Nope +Female,No,Yes,No,60,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.8,5985.75,FullService,Nope +Male,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),84.4,732.5,Movies,Nope +Female,No,Yes,Yes,70,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),113.05,7869.05,FullService,FullSecurity +Male,No,Yes,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,101.1,1504.05,FullService,DeviceProtection +Female,No,No,Yes,48,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.95,936.7,Nope,Nope +Male,No,Yes,No,12,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,74.15,741.4,FullService,DeviceProtection +Male,Yes,Yes,No,71,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,92.0,6585.2,Nope,FullSecurity +Male,Yes,No,No,44,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,73.85,3122.4,Nope,DeviceProtection +Male,No,No,No,1,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,50.45,50.45,Nope,Nope +Male,No,Yes,Yes,45,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,24.45,1088.25,Nope,Nope +Female,No,No,No,23,MultipleLines,No,No internet service,No internet service,One year,No,Credit card (automatic),24.8,615.35,Nope,Nope +Female,No,Yes,No,43,MultipleLines,DSL,No,Yes,One year,Yes,Bank transfer (automatic),64.85,2908.2,TV,Nope +Male,No,No,No,35,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.75,739.9,Nope,Nope +Male,No,Yes,No,9,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,68.95,593.85,TV,OnlineSecurity +Male,No,No,No,12,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,99.95,1132.75,FullService,Nope +Female,Yes,Yes,No,65,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),109.4,7227.45,FullService,FullSecurity +Female,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,91.4,193.6,TV,DeviceProtection +Male,No,No,No,27,MultipleLines,DSL,No,No,Month-to-month,No,Mailed check,49.0,1291.35,Nope,Nope +Female,No,No,No,40,SingleLine,DSL,No,No,One year,Yes,Mailed check,50.25,2023.55,Nope,DeviceProtection +Female,Yes,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),75.55,349.65,Nope,DeviceProtection +Male,No,Yes,Yes,8,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.9,153.95,Nope,Nope +Female,Yes,Yes,No,58,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),97.8,5458.8,FullService,Nope +Female,No,Yes,Yes,52,SingleLine,Fiber optic,No,No,One year,No,Electronic check,100.3,5244.45,FullService,FullSecurity +Male,No,Yes,No,3,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,55.8,154.55,Nope,DeviceProtection +Male,No,No,Yes,41,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,111.15,4507.15,FullService,FullSecurity +Male,No,No,No,20,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,98.55,2031.95,FullService,Nope +Male,No,No,Yes,1,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,50.05,50.05,Nope,Nope +Male,No,No,Yes,4,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Credit card (automatic),80.8,332.45,Nope,Nope +Male,No,No,No,23,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,20.85,473.9,Nope,Nope +Female,Yes,No,No,6,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,106.8,Nope,Nope +Male,No,Yes,Yes,8,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.35,152.6,Nope,Nope +Male,No,No,No,18,MultipleLines,DSL,No,No,Month-to-month,No,Mailed check,69.5,1199.4,TV,FullSecurity +Male,Yes,No,No,52,Nope,DSL,No,No,Month-to-month,Yes,Credit card (automatic),48.8,2555.05,FullService,OnlineSecurity +Male,No,No,No,31,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.5,2979.2,FullService,Nope +Male,No,Yes,Yes,29,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.65,654.85,Nope,Nope +Female,No,Yes,No,36,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),106.05,3834.4,Movies,FullSecurity +Female,No,Yes,No,16,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.0,1534.75,FullService,Nope +Male,No,Yes,No,42,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,108.3,4586.15,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,20.55,20.55,Nope,Nope +Female,No,No,No,60,SingleLine,Fiber optic,Yes,No,Two year,Yes,Electronic check,99.65,5941.05,FullService,DeviceProtection +Male,No,No,No,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,85.3,424.15,Nope,DeviceProtection +Male,No,Yes,No,22,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Credit card (automatic),95.9,2234.95,TV,OnlineSecurity +Male,No,Yes,No,36,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.0,666.75,Nope,Nope +Female,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.4,281.0,Nope,Nope +Male,No,No,No,9,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,64.95,547.8,Movies,OnlineSecurity +Male,No,Yes,Yes,1,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Credit card (automatic),74.6,74.6,Nope,Nope +Male,No,Yes,Yes,12,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,49.2,571.15,Nope,OnlineSecurity +Female,No,No,No,23,MultipleLines,DSL,No,Yes,One year,Yes,Mailed check,73.75,1756.6,FullService,Nope +Male,No,No,No,62,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),92.3,5731.45,Movies,OnlineSecurity +Male,No,No,No,37,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Bank transfer (automatic),98.8,3475.55,FullService,Nope +Female,No,No,No,8,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.2,156.85,Nope,Nope +Male,No,Yes,No,31,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),88.65,2683.2,TV,DeviceProtection +Male,No,Yes,Yes,13,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),74.4,896.75,Nope,Nope +Female,No,No,No,24,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.75,2407.3,FullService,DeviceProtection +Male,No,Yes,Yes,45,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),95.95,4456.65,Movies,DeviceProtection +Female,Yes,Yes,No,69,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),105.4,6998.95,FullService,Nope +Male,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,36.8,Nope,Nope +Male,No,Yes,Yes,61,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,106.0,6547.7,FullService,OnlineSecurity +Male,No,No,No,41,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.7,4346.4,FullService,DeviceProtection +Female,No,No,No,44,Nope,DSL,No,No,One year,Yes,Electronic check,49.05,2265.0,FullService,DeviceProtection +Male,No,No,No,39,Nope,DSL,No,Yes,One year,No,Mailed check,35.55,1309.15,Nope,DeviceProtection +Male,No,Yes,Yes,72,Nope,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),65.1,4754.3,FullService,FullSecurity +Female,Yes,No,No,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.85,1235.55,FullService,DeviceProtection +Female,No,Yes,Yes,51,SingleLine,DSL,Yes,Yes,One year,Yes,Credit card (automatic),69.75,3562.5,Movies,OnlineSecurity +Female,Yes,Yes,No,71,SingleLine,Fiber optic,Yes,No,Two year,Yes,Electronic check,99.2,7213.75,FullService,DeviceProtection +Male,Yes,No,No,22,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.7,2082.95,FullService,Nope +Female,No,No,No,2,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Credit card (automatic),55.05,102.75,Nope,Nope +Female,No,No,No,56,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,106.8,5914.4,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,51.25,51.25,Nope,OnlineSecurity +Female,No,Yes,Yes,23,SingleLine,DSL,Yes,Yes,One year,Yes,Mailed check,57.75,1282.85,Nope,OnlineSecurity +Female,Yes,Yes,No,66,MultipleLines,DSL,Yes,No,One year,Yes,Bank transfer (automatic),70.85,4738.85,TV,DeviceProtection +Male,Yes,No,No,19,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,88.2,1775.8,TV,Nope +Male,No,No,No,11,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),79.5,795.65,Nope,FullSecurity +Female,No,Yes,Yes,8,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,19.75,145.0,Nope,Nope +Female,No,Yes,Yes,52,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),98.15,4993.4,Movies,FullSecurity +Male,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.25,61.45,Nope,Nope +Female,No,Yes,Yes,51,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),79.15,4018.55,Nope,OnlineSecurity +Male,Yes,No,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,75.65,1146.65,Nope,Nope +Male,Yes,Yes,No,64,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.25,6081.4,Movies,DeviceProtection +Female,No,No,No,37,Nope,DSL,No,No,Month-to-month,Yes,Credit card (automatic),40.2,1478.85,Movies,DeviceProtection +Male,No,No,No,13,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.95,243.65,Nope,Nope +Male,No,Yes,No,49,MultipleLines,DSL,No,No,One year,Yes,Electronic check,55.35,2633.95,Nope,OnlineSecurity +Female,Yes,No,No,45,MultipleLines,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),102.15,4735.35,FullService,DeviceProtection +Female,No,No,No,18,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,71.1,1247.75,Nope,Nope +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,Nope,Nope +Male,No,Yes,No,68,Nope,DSL,No,No,Two year,Yes,Bank transfer (automatic),54.1,3794.5,FullService,FullSecurity +Male,No,No,No,54,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,1008.7,Nope,Nope +Female,Yes,Yes,Yes,23,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),88.45,2130.55,Movies,DeviceProtection +Male,No,No,No,17,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.65,1313.55,Nope,DeviceProtection +Male,No,Yes,No,71,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),80.4,5727.15,Movies,FullSecurity +Female,No,Yes,Yes,67,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.25,1372.9,Nope,Nope +Female,No,Yes,Yes,14,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.8,1203.9,TV,Nope +Female,Yes,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,25.8,25.8,Nope,Nope +Female,No,No,Yes,63,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,1215.1,Nope,Nope +Female,No,No,No,41,MultipleLines,DSL,No,Yes,One year,Yes,Electronic check,68.6,2877.05,Movies,DeviceProtection +Female,No,Yes,No,17,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,92.6,1579.7,FullService,Nope +Male,No,Yes,No,56,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,100.55,5514.95,FullService,OnlineSecurity +Female,No,No,No,5,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.55,96.1,Nope,Nope +Female,No,No,No,2,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,42.6,72.4,Movies,OnlineSecurity +Female,No,Yes,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,55.25,Nope,Nope +Male,No,No,No,37,MultipleLines,DSL,Yes,Yes,One year,No,Electronic check,67.45,2443.3,Nope,FullSecurity +Female,No,No,No,29,SingleLine,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),68.85,1970.5,Movies,FullSecurity +Male,No,No,No,8,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,43.55,335.4,Nope,Nope +Female,No,No,No,63,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.85,7002.95,FullService,DeviceProtection +Female,No,Yes,Yes,7,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,158.95,Nope,Nope +Female,No,No,No,3,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,95.4,293.15,FullService,Nope +Male,No,Yes,Yes,72,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.0,1493.75,Nope,Nope +Female,No,No,No,19,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,56.2,1093.4,Movies,Nope +Female,No,Yes,No,59,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),18.4,1057.85,Nope,Nope +Male,No,Yes,Yes,2,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Credit card (automatic),90.0,190.05,Movies,DeviceProtection +Female,No,Yes,Yes,35,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.75,882.55,Nope,Nope +Male,No,No,No,14,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.6,300.4,Nope,Nope +Female,No,No,No,14,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,75.35,1025.95,Nope,DeviceProtection +Female,No,Yes,Yes,69,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,1436.95,Nope,Nope +Male,Yes,Yes,No,7,MultipleLines,DSL,Yes,Yes,Month-to-month,No,Electronic check,64.2,475.0,Nope,OnlineSecurity +Male,No,Yes,Yes,69,SingleLine,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),75.75,5388.15,TV,FullSecurity +Female,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Electronic check,78.95,5730.15,FullService,Nope +Male,No,No,No,8,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,100.85,819.55,FullService,Nope +Female,No,Yes,Yes,4,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,50.3,217.1,Nope,OnlineSecurity +Male,No,Yes,Yes,63,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),80.3,4896.35,Nope,DeviceProtection +Male,No,No,No,72,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1434.1,Nope,Nope +Female,No,No,No,46,SingleLine,No,No internet service,No internet service,Two year,Yes,Electronic check,21.1,937.1,Nope,Nope +Female,No,Yes,No,5,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,69.95,330.15,Nope,Nope +Male,No,Yes,No,30,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,50.0,1474.9,Nope,DeviceProtection +Male,No,No,No,63,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),104.75,6536.5,FullService,DeviceProtection +Female,No,No,No,60,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1128.1,Nope,Nope +Female,No,Yes,No,63,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,107.5,6873.75,FullService,DeviceProtection +Male,No,Yes,Yes,25,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Electronic check,85.9,2199.05,TV,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,Nope,Nope +Male,Yes,Yes,No,6,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.8,457.1,Nope,DeviceProtection +Male,No,No,No,22,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.25,566.5,Nope,Nope +Female,No,Yes,Yes,31,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),80.55,2471.6,FullService,Nope +Female,No,Yes,Yes,39,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),81.5,3107.3,Nope,DeviceProtection +Male,No,No,No,26,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,518.3,Nope,Nope +Female,No,Yes,No,53,SingleLine,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),106.1,5769.75,FullService,FullSecurity +Female,No,No,No,1,SingleLine,Fiber optic,Yes,Yes,Month-to-month,No,Electronic check,91.7,91.7,TV,Nope +Male,No,No,No,12,MultipleLines,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,67.25,832.3,Nope,OnlineSecurity +Female,No,No,No,16,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),95.6,1555.65,Movies,DeviceProtection +Female,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,45.3,Nope,Nope +Male,No,No,Yes,39,Nope,DSL,No,Yes,One year,No,Bank transfer (automatic),45.05,1790.6,TV,OnlineSecurity +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.95,74.95,Nope,Nope +Female,No,Yes,Yes,7,Nope,DSL,No,Yes,Month-to-month,No,Mailed check,34.65,246.6,Nope,OnlineSecurity +Male,Yes,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,69.35,261.65,Nope,Nope +Male,Yes,No,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.35,898.35,FullService,Nope +Female,No,No,No,55,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,81.55,4509.5,Nope,DeviceProtection +Male,No,Yes,Yes,72,SingleLine,DSL,Yes,No,Two year,Yes,Bank transfer (automatic),75.4,5480.25,FullService,DeviceProtection +Female,No,Yes,No,10,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),67.8,653.15,FullService,DeviceProtection +Male,Yes,No,No,11,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,111.4,1183.05,FullService,DeviceProtection +Female,No,Yes,Yes,15,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,46.3,639.45,Nope,Nope +Female,No,Yes,Yes,23,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,478.75,Nope,Nope +Male,No,No,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,Nope,Nope +Female,Yes,No,No,3,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.0,127.1,Nope,Nope +Male,No,Yes,Yes,47,SingleLine,Fiber optic,Yes,No,One year,Yes,Electronic check,96.1,4391.45,Movies,FullSecurity +Female,No,No,Yes,15,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.65,270.6,Nope,Nope +Male,No,No,No,66,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,99.5,6710.5,FullService,DeviceProtection +Female,Yes,Yes,No,68,SingleLine,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),60.65,3975.9,Nope,DeviceProtection +Female,No,Yes,Yes,17,SingleLine,Fiber optic,No,Yes,One year,No,Bank transfer (automatic),98.6,1704.95,FullService,DeviceProtection +Female,No,No,No,7,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,59.5,415.95,TV,Nope +Male,Yes,Yes,No,12,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.45,950.2,Movies,Nope +Female,Yes,Yes,No,21,MultipleLines,DSL,Yes,No,One year,No,Bank transfer (automatic),71.7,1497.05,Movies,DeviceProtection +Male,No,No,No,21,Nope,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,36.0,780.15,Nope,Nope +Female,No,Yes,Yes,56,MultipleLines,DSL,No,No,One year,No,Bank transfer (automatic),65.2,3512.15,TV,OnlineSecurity +Female,No,Yes,Yes,6,MultipleLines,DSL,No,No,Month-to-month,Yes,Credit card (automatic),48.95,273.25,Nope,Nope +Female,Yes,No,No,65,Nope,DSL,Yes,No,Two year,Yes,Bank transfer (automatic),53.5,3517.9,FullService,DeviceProtection +Male,No,Yes,No,42,MultipleLines,DSL,No,Yes,One year,No,Credit card (automatic),80.45,3375.9,FullService,OnlineSecurity +Female,No,Yes,Yes,68,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Bank transfer (automatic),109.05,7508.55,FullService,FullSecurity +Male,No,Yes,Yes,48,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.3,1245.05,Nope,Nope +Female,Yes,No,No,50,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,106.8,5347.95,FullService,Nope +Female,Yes,No,No,7,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,64.95,493.65,TV,DeviceProtection +Female,No,Yes,Yes,63,SingleLine,No,No internet service,No internet service,Two year,No,Electronic check,19.35,1263.85,Nope,Nope +Male,No,No,No,17,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.1,385.55,Nope,Nope +Female,No,Yes,Yes,42,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),77.95,3384.0,TV,Nope +Male,No,Yes,Yes,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,18.85,84.2,Nope,Nope +Female,No,No,Yes,62,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.0,1638.7,Nope,Nope +Male,Yes,No,No,2,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,74.7,165.4,Nope,Nope +Female,No,Yes,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.35,120.25,Nope,Nope +Male,No,Yes,No,48,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),96.9,4473.45,TV,FullSecurity +Male,No,Yes,No,27,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.55,520.55,Nope,Nope +Female,No,Yes,Yes,70,SingleLine,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.4,5717.85,FullService,DeviceProtection +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.8,88.8,TV,DeviceProtection +Male,No,Yes,No,46,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,94.65,4312.5,TV,DeviceProtection +Male,No,No,No,30,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.25,2755.35,FullService,Nope +Female,No,No,No,15,MultipleLines,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),64.65,994.55,Movies,OnlineSecurity +Male,No,Yes,Yes,69,MultipleLines,Fiber optic,Yes,No,One year,No,Credit card (automatic),95.75,6511.25,TV,DeviceProtection +Male,No,No,No,65,SingleLine,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.55,1218.65,Nope,Nope +Male,Yes,Yes,Yes,72,SingleLine,Fiber optic,No,Yes,Two year,Yes,Credit card (automatic),104.1,7447.7,FullService,FullSecurity +Male,Yes,Yes,No,13,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),89.05,1169.35,Movies,Nope +Male,No,No,No,17,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,20.1,279.5,Nope,Nope +Male,No,Yes,No,51,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,111.55,5720.35,FullService,FullSecurity +Male,No,Yes,Yes,51,SingleLine,DSL,Yes,Yes,Two year,No,Credit card (automatic),60.5,3121.45,Nope,OnlineSecurity +Female,No,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),90.95,6468.6,FullService,FullSecurity +Male,No,Yes,Yes,67,MultipleLines,Fiber optic,Yes,No,One year,No,Electronic check,87.4,5918.8,Nope,DeviceProtection +Male,No,No,No,34,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,675.6,Nope,Nope +Male,No,Yes,No,67,Nope,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),50.95,3521.7,Movies,OnlineSecurity +Female,No,Yes,No,49,SingleLine,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.05,923.1,Nope,Nope +Male,No,Yes,Yes,53,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,19.4,1110.35,Nope,Nope +Male,No,No,No,27,MultipleLines,DSL,No,Yes,Month-to-month,No,Electronic check,59.45,1611.65,Nope,DeviceProtection +Female,Yes,No,No,23,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.75,2293.6,FullService,Nope +Male,No,No,No,69,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),81.5,5553.25,Movies,FullSecurity +Female,No,Yes,Yes,2,Nope,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),29.05,44.75,Nope,Nope +Female,No,No,No,35,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.45,3029.1,TV,Nope +Female,No,Yes,No,46,SingleLine,DSL,Yes,Yes,One year,No,Mailed check,70.6,3231.05,Movies,OnlineSecurity +Female,No,No,No,54,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),97.2,5129.45,FullService,Nope +Female,No,Yes,No,56,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,98.25,5508.35,FullService,Nope +Female,No,Yes,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),75.75,655.9,Nope,DeviceProtection +Male,No,No,No,20,MultipleLines,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),59.2,1191.2,Nope,OnlineSecurity +Male,No,No,No,11,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,75.9,866.4,Nope,Nope +Female,Yes,Yes,No,30,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,90.05,2627.2,TV,Nope +Male,No,Yes,No,68,SingleLine,DSL,Yes,No,Two year,No,Bank transfer (automatic),70.95,4741.45,Movies,FullSecurity +Male,Yes,Yes,No,38,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,102.6,4009.2,FullService,DeviceProtection +Female,Yes,Yes,No,17,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),85.35,1463.45,Nope,FullSecurity +Male,No,No,No,48,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),106.1,5082.8,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,43.8,43.8,Nope,Nope +Male,No,Yes,Yes,63,Nope,DSL,Yes,No,Two year,No,Electronic check,59.0,3707.6,FullService,FullSecurity +Female,No,No,No,3,SingleLine,DSL,No,No,One year,Yes,Electronic check,69.95,220.45,FullService,DeviceProtection +Female,No,No,No,48,MultipleLines,No,No internet service,No internet service,One year,No,Bank transfer (automatic),24.35,1133.7,Nope,Nope +Male,No,No,No,66,Nope,DSL,No,Yes,One year,No,Credit card (automatic),29.45,1983.15,Nope,Nope +Female,No,Yes,Yes,68,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Credit card (automatic),84.4,5746.75,Nope,DeviceProtection +Male,Yes,No,No,17,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.05,770.6,Nope,Nope +Female,No,Yes,Yes,7,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.65,134.05,Nope,Nope +Male,No,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),87.1,6230.1,FullService,FullSecurity +Female,No,Yes,No,29,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,573.05,Nope,Nope +Male,No,Yes,No,37,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,90.35,3419.3,Movies,DeviceProtection +Female,No,No,No,34,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,109.8,3587.25,FullService,FullSecurity +Female,Yes,No,No,42,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.65,3541.35,TV,Nope +Female,No,Yes,Yes,59,MultipleLines,DSL,Yes,Yes,One year,No,Mailed check,65.5,3801.3,Nope,OnlineSecurity +Male,No,Yes,Yes,11,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),79.5,868.5,TV,Nope +Male,Yes,Yes,Yes,60,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.95,4859.1,Nope,OnlineSecurity +Female,No,No,No,27,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,56.15,1439.35,Nope,Nope +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,85.8,85.8,Movies,Nope +Male,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.1,79.1,TV,Nope +Male,No,Yes,No,17,Nope,DSL,No,No,Month-to-month,No,Mailed check,34.4,592.75,Nope,FullSecurity +Male,No,Yes,No,58,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.75,1185.95,Nope,Nope +Male,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,18.8,18.8,Nope,Nope +Female,No,Yes,Yes,3,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,44.3,134.5,Nope,Nope +Female,No,No,No,53,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,90.8,4921.2,Nope,FullSecurity +Male,No,No,No,35,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.6,901.25,Nope,Nope +Male,No,Yes,Yes,50,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),105.95,5341.8,FullService,FullSecurity +Male,No,Yes,Yes,68,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),70.8,4859.95,Movies,Nope +Male,No,Yes,No,47,MultipleLines,No,No internet service,No internet service,Month-to-month,No,Electronic check,25.4,1139.2,Nope,Nope +Female,Yes,Yes,No,65,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),108.8,7082.45,FullService,DeviceProtection +Male,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.75,324.6,Nope,Nope +Male,No,Yes,No,51,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.65,4812.75,FullService,Nope +Female,No,No,No,46,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),96.05,4399.5,FullService,Nope +Female,No,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.85,663.55,Nope,Nope +Female,No,No,No,8,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.25,174.65,Nope,Nope +Male,No,No,No,14,MultipleLines,No,No internet service,No internet service,One year,Yes,Credit card (automatic),24.8,321.7,Nope,Nope +Female,No,No,No,45,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,115.65,5125.5,FullService,FullSecurity +Female,No,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),74.6,548.9,Nope,Nope +Male,Yes,No,Yes,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,50.15,50.15,Nope,DeviceProtection +Male,No,Yes,Yes,66,SingleLine,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),103.15,7031.3,FullService,FullSecurity +Male,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),72.1,5016.65,Nope,FullSecurity +Female,No,Yes,No,41,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),113.6,4594.95,FullService,FullSecurity +Female,No,Yes,Yes,23,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.1,611.45,Nope,Nope +Female,No,No,No,29,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.9,2384.15,TV,Nope +Female,No,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.15,319.85,Nope,OnlineSecurity +Male,No,Yes,Yes,6,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.4,153.3,Nope,Nope +Female,Yes,Yes,No,67,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),105.4,7035.6,Movies,FullSecurity +Male,Yes,No,Yes,7,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.75,344.2,Nope,Nope +Male,No,Yes,Yes,56,MultipleLines,No,No internet service,No internet service,One year,Yes,Mailed check,24.45,1431.65,Nope,Nope +Female,No,Yes,No,72,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.0,1849.2,Nope,Nope +Male,No,Yes,No,72,MultipleLines,DSL,Yes,No,Two year,Yes,Electronic check,85.25,6083.1,FullService,FullSecurity +Male,No,Yes,Yes,23,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,426.65,Nope,Nope +Female,No,No,Yes,35,MultipleLines,DSL,No,No,Month-to-month,No,Mailed check,50.15,1655.35,Nope,Nope +Male,Yes,Yes,No,27,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.55,1943.9,Nope,Nope +Female,No,Yes,Yes,26,MultipleLines,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,60.05,1616.15,Nope,Nope +Male,No,Yes,Yes,12,MultipleLines,No,No internet service,No internet service,One year,No,Mailed check,26.4,314.95,Nope,Nope +Female,No,No,No,40,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.15,804.85,Nope,Nope +Male,No,Yes,Yes,7,Nope,DSL,Yes,No,Month-to-month,No,Mailed check,58.85,465.7,FullService,FullSecurity +Male,No,Yes,Yes,70,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),97.55,6669.05,TV,OnlineSecurity +Male,No,Yes,Yes,60,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,1161.75,Nope,Nope +Male,No,Yes,Yes,39,Nope,DSL,No,No,One year,Yes,Credit card (automatic),25.25,947.75,Nope,Nope +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),114.45,8375.05,FullService,FullSecurity +Female,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,34.7,34.7,TV,Nope +Male,No,Yes,Yes,54,MultipleLines,DSL,Yes,Yes,One year,Yes,Electronic check,70.7,3770.0,TV,Nope +Male,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.3,264.8,Movies,Nope +Female,No,Yes,Yes,63,SingleLine,DSL,Yes,Yes,Two year,No,Credit card (automatic),75.55,4707.85,TV,FullSecurity +Male,No,Yes,Yes,71,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,84.8,6152.4,Nope,Nope +Female,No,No,No,42,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,20.65,958.1,Nope,Nope +Male,No,No,No,47,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.45,943.0,Nope,Nope +Female,No,Yes,Yes,66,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),102.45,6615.15,FullService,DeviceProtection +Female,No,Yes,No,21,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),104.4,2200.25,FullService,FullSecurity +Male,No,No,No,11,Nope,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,35.65,425.1,Nope,Nope +Male,No,No,Yes,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.75,99.75,FullService,DeviceProtection +Female,Yes,Yes,No,55,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,No,Electronic check,90.45,5044.8,Nope,DeviceProtection +Male,No,No,No,69,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),97.65,6743.55,TV,DeviceProtection +Female,Yes,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,73.85,196.4,Nope,DeviceProtection +Male,No,No,No,4,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,74.4,299.7,FullService,DeviceProtection +Male,Yes,No,No,30,MultipleLines,DSL,No,Yes,Two year,Yes,Credit card (automatic),69.1,2093.9,TV,DeviceProtection +Female,No,No,No,5,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,82.75,417.75,Nope,DeviceProtection +Female,No,Yes,No,71,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.4,1725.4,Nope,Nope +Female,No,No,No,29,MultipleLines,DSL,Yes,No,One year,Yes,Electronic check,55.25,1620.2,Nope,Nope +Male,No,Yes,No,52,MultipleLines,DSL,Yes,Yes,Month-to-month,No,Bank transfer (automatic),61.35,3169.55,Nope,Nope +Male,No,No,No,68,MultipleLines,DSL,Yes,No,One year,No,Credit card (automatic),76.75,5233.25,Movies,FullSecurity +Female,No,Yes,Yes,46,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.4,967.85,Nope,Nope +Male,No,No,No,8,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),54.75,438.05,Movies,Nope +Male,No,Yes,No,72,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1421.9,Nope,Nope +Female,No,No,No,17,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),19.9,323.15,Nope,Nope +Male,No,No,No,3,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,107.95,318.6,FullService,DeviceProtection +Female,Yes,No,No,2,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),83.8,163.7,TV,Nope +Female,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),74.25,639.65,Nope,OnlineSecurity +Female,No,No,No,51,Nope,DSL,Yes,No,One year,Yes,Credit card (automatic),56.4,2928.5,FullService,DeviceProtection +Female,No,Yes,Yes,6,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.1,100.35,Nope,Nope +Female,No,Yes,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,94.9,273.2,FullService,Nope +Female,Yes,No,No,17,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.2,1608.15,FullService,Nope +Male,No,Yes,No,30,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,49.9,1441.95,Nope,Nope +Male,No,No,No,31,MultipleLines,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,71.05,2168.15,TV,Nope +Female,No,No,No,45,SingleLine,DSL,No,Yes,Two year,No,Bank transfer (automatic),81.65,3618.7,FullService,FullSecurity +Male,No,Yes,No,64,MultipleLines,Fiber optic,Yes,No,One year,No,Bank transfer (automatic),89.45,5692.65,Nope,FullSecurity +Male,No,No,No,1,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,59.85,59.85,TV,Nope +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Nope,Nope +Male,Yes,Yes,Yes,61,MultipleLines,Fiber optic,Yes,No,One year,No,Electronic check,99.0,5969.3,FullService,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,19.05,Nope,Nope +Male,No,No,No,9,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,45.4,418.8,FullService,Nope +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),114.45,8100.55,FullService,FullSecurity +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,19.5,Nope,Nope +Female,No,Yes,No,7,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,44.25,313.45,Nope,Nope +Female,No,Yes,No,66,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),90.55,6130.95,Nope,DeviceProtection +Male,No,Yes,Yes,40,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.4,745.3,Nope,Nope +Male,No,No,No,16,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),71.4,1212.1,Movies,DeviceProtection +Female,No,No,No,2,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),87.15,183.75,TV,Nope +Male,No,Yes,No,67,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),24.85,1583.5,Nope,Nope +Female,No,Yes,No,41,SingleLine,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),104.45,4162.05,FullService,FullSecurity +Female,No,Yes,Yes,56,SingleLine,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1119.9,Nope,Nope +Female,No,No,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.45,8013.55,FullService,FullSecurity +Female,No,Yes,Yes,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),84.75,264.85,Movies,Nope +Female,No,Yes,No,54,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1102.4,Nope,Nope +Male,Yes,No,No,52,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,110.75,5832.0,FullService,DeviceProtection +Female,No,No,No,50,SingleLine,Fiber optic,No,Yes,Two year,Yes,Bank transfer (automatic),89.7,4304.5,Movies,DeviceProtection +Male,No,No,No,14,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,89.95,1178.4,TV,Nope +Male,No,Yes,No,27,SingleLine,DSL,No,No,One year,No,Credit card (automatic),48.7,1421.75,Nope,OnlineSecurity +Female,Yes,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),96.6,6827.5,Nope,FullSecurity +Male,No,No,No,62,SingleLine,DSL,Yes,No,One year,Yes,Credit card (automatic),74.3,4698.05,FullService,OnlineSecurity +Female,No,No,No,12,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,54.3,654.5,Nope,Nope +Female,Yes,No,No,44,SingleLine,DSL,No,Yes,One year,No,Bank transfer (automatic),74.85,3268.05,FullService,DeviceProtection +Male,No,Yes,Yes,54,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.95,4362.05,Nope,Nope +Female,No,No,No,68,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.05,1386.9,Nope,Nope +Male,No,No,No,20,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,415.4,Nope,Nope +Male,No,Yes,Yes,50,MultipleLines,DSL,No,No,One year,No,Bank transfer (automatic),54.9,2614.1,Nope,DeviceProtection +Male,No,No,No,58,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.45,1513.6,Nope,Nope +Male,No,Yes,Yes,35,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.65,3161.6,TV,Nope +Female,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.4,80.95,Nope,Nope +Male,No,Yes,Yes,63,MultipleLines,DSL,No,Yes,Two year,No,Mailed check,75.7,4676.7,Movies,FullSecurity +Female,No,Yes,No,58,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),110.65,6526.65,FullService,FullSecurity +Female,No,Yes,Yes,27,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,20.55,583.3,Nope,Nope +Female,No,Yes,No,71,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),115.15,8078.1,FullService,FullSecurity +Female,No,No,No,63,SingleLine,DSL,No,No,One year,No,Credit card (automatic),58.55,3503.5,Movies,DeviceProtection +Male,No,Yes,No,71,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.25,6669.45,Movies,DeviceProtection +Female,Yes,No,No,41,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,113.2,4689.5,FullService,FullSecurity +Male,Yes,No,No,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.5,1201.15,FullService,Nope +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,79.0,143.65,TV,Nope +Female,No,Yes,Yes,68,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.35,1292.65,Nope,Nope +Male,No,Yes,Yes,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,48.75,48.75,Nope,OnlineSecurity +Male,Yes,No,No,65,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Electronic check,109.05,7108.2,FullService,FullSecurity +Male,Yes,Yes,No,72,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.0,1802.55,Nope,Nope +Female,No,No,No,28,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),54.9,1505.15,Nope,Nope +Male,No,Yes,Yes,72,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,1859.1,Nope,Nope +Female,No,No,No,2,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,91.15,168.5,TV,OnlineSecurity +Female,No,No,Yes,18,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.15,390.85,Nope,Nope +Male,Yes,Yes,No,60,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,104.35,6339.45,FullService,DeviceProtection +Female,Yes,No,No,26,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Electronic check,66.05,1652.4,Movies,Nope +Male,No,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,71.65,71.65,Nope,Nope +Female,No,No,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,77.5,Nope,Nope +Male,No,Yes,Yes,68,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),92.2,6392.85,FullService,FullSecurity +Female,No,No,No,38,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),84.25,3264.5,Nope,DeviceProtection +Female,Yes,Yes,No,42,MultipleLines,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),105.2,4599.15,FullService,FullSecurity +Female,No,Yes,No,57,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.6,1134.25,Nope,Nope +Male,No,Yes,No,54,Nope,DSL,Yes,No,Month-to-month,No,Electronic check,30.4,1621.35,Nope,Nope +Female,No,No,No,12,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),78.1,947.3,Movies,Nope +Female,No,Yes,No,44,SingleLine,DSL,Yes,No,One year,Yes,Mailed check,61.5,2722.2,Nope,FullSecurity +Male,No,Yes,Yes,42,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.4,3058.3,TV,OnlineSecurity +Male,No,Yes,Yes,72,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1769.6,Nope,Nope +Female,No,Yes,Yes,71,MultipleLines,DSL,Yes,Yes,Two year,No,Mailed check,91.05,6293.75,FullService,FullSecurity +Female,No,Yes,No,19,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,89.65,1761.05,Movies,DeviceProtection +Female,No,Yes,No,23,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),73.65,1642.75,FullService,Nope +Female,No,No,No,30,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,578.5,Nope,Nope +Male,No,No,No,35,MultipleLines,No,No internet service,No internet service,One year,No,Bank transfer (automatic),26.2,954.9,Nope,Nope +Female,No,No,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.7,973.25,FullService,OnlineSecurity +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),43.85,43.85,Nope,Nope +Male,No,No,No,22,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.7,1490.4,Nope,Nope +Male,No,Yes,Yes,7,Nope,DSL,Yes,No,Two year,No,Mailed check,38.55,280.0,Nope,FullSecurity +Female,No,No,No,36,Nope,DSL,Yes,Yes,Two year,Yes,Mailed check,53.1,1901.25,Movies,FullSecurity +Female,No,Yes,Yes,34,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,716.4,Nope,Nope +Male,No,Yes,Yes,72,MultipleLines,DSL,Yes,No,Two year,No,Credit card (automatic),64.45,4720.0,Nope,FullSecurity +Male,No,Yes,Yes,36,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.1,930.95,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,76.35,76.35,Nope,DeviceProtection +Female,No,No,No,23,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.15,1676.95,Nope,Nope +Male,Yes,Yes,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.0,2642.05,Movies,Nope +Female,No,Yes,Yes,71,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),95.15,6770.85,Nope,FullSecurity +Female,Yes,No,No,23,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,79.35,1835.3,Nope,DeviceProtection +Male,No,Yes,No,17,SingleLine,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),96.65,1588.25,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,75.5,75.5,FullService,DeviceProtection +Male,No,Yes,Yes,12,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.7,258.35,Nope,Nope +Female,No,Yes,No,72,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1502.25,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.2,19.2,Nope,Nope +Male,Yes,Yes,No,72,MultipleLines,Fiber optic,Yes,No,Two year,No,Bank transfer (automatic),98.35,6929.4,FullService,Nope +Male,No,Yes,Yes,60,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),74.35,4453.3,Nope,Nope +Female,No,Yes,Yes,61,Nope,DSL,Yes,Yes,Two year,No,Credit card (automatic),51.35,3244.4,TV,DeviceProtection +Female,No,Yes,No,6,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.65,323.45,Nope,Nope +Male,Yes,Yes,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,85.3,2661.1,Movies,Nope +Female,No,No,Yes,31,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),86.55,2697.4,TV,Nope +Male,No,No,No,19,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),73.85,1424.5,Nope,Nope +Male,No,Yes,Yes,72,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,1401.15,Nope,Nope +Female,No,No,No,32,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Electronic check,54.2,1739.6,Nope,Nope +Male,No,Yes,No,65,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,90.65,5931.0,Movies,Nope +Female,No,Yes,Yes,45,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),50.9,2333.85,FullService,OnlineSecurity +Male,No,No,No,42,MultipleLines,No,No internet service,No internet service,One year,No,Electronic check,25.05,949.85,Nope,Nope +Male,No,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.85,572.45,Nope,Nope +Male,No,No,Yes,32,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.5,696.8,Nope,Nope +Female,Yes,Yes,No,22,MultipleLines,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,63.55,1381.8,Nope,OnlineSecurity +Male,Yes,Yes,No,57,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,44.85,2572.95,FullService,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,47.95,47.95,Nope,OnlineSecurity +Male,Yes,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.1,45.1,Nope,Nope +Female,No,Yes,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.0,45.0,Nope,Nope +Male,No,No,No,24,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,96.0,2122.45,FullService,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.05,20.05,Nope,Nope +Male,Yes,No,No,54,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,90.05,4931.8,Movies,Nope +Female,No,No,No,4,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,116.95,Nope,Nope +Male,No,Yes,Yes,65,MultipleLines,Fiber optic,No,Yes,Two year,No,Bank transfer (automatic),108.65,6937.95,FullService,FullSecurity +Female,No,Yes,No,56,MultipleLines,No,No internet service,No internet service,One year,No,Electronic check,24.3,1261.7,Nope,Nope +Male,No,No,No,45,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,75.95,3273.8,FullService,FullSecurity +Female,No,Yes,Yes,71,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1415.85,Nope,Nope +Male,No,Yes,No,59,SingleLine,DSL,Yes,No,One year,No,Credit card (automatic),66.4,3958.2,TV,FullSecurity +Male,No,No,No,69,Nope,DSL,Yes,No,One year,Yes,Bank transfer (automatic),35.75,2492.25,Nope,DeviceProtection +Male,No,No,No,19,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,18.8,279.2,Nope,Nope +Female,No,Yes,Yes,55,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1083.0,Nope,Nope +Female,No,No,No,38,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.3,755.5,Nope,Nope +Male,No,No,No,10,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.55,402.6,Nope,Nope +Female,Yes,Yes,No,47,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),67.45,3252.0,Nope,FullSecurity +Female,No,Yes,No,2,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,35.1,68.75,Movies,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),46.2,46.2,Nope,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.15,45.15,Nope,Nope +Male,Yes,No,No,1,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,43.3,43.3,Movies,DeviceProtection +Male,No,Yes,Yes,46,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,20.1,936.85,Nope,Nope +Female,Yes,No,No,38,SingleLine,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),57.15,2250.65,Nope,OnlineSecurity +Female,No,Yes,No,65,SingleLine,DSL,No,Yes,Two year,No,Credit card (automatic),58.9,3857.1,Nope,FullSecurity +Female,No,Yes,No,19,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.2,1441.1,Nope,OnlineSecurity +Male,No,No,No,52,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,85.35,4338.6,Movies,Nope +Male,No,Yes,Yes,71,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.45,1378.45,Nope,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.95,45.95,Nope,Nope +Female,Yes,No,No,52,Nope,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,50.5,2566.3,TV,DeviceProtection +Male,No,Yes,No,6,MultipleLines,No,No internet service,No internet service,One year,No,Mailed check,25.1,171.0,Nope,Nope +Female,Yes,Yes,No,26,SingleLine,DSL,No,No,One year,No,Mailed check,60.7,1597.4,Movies,DeviceProtection +Male,Yes,No,No,48,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,99.0,4744.35,FullService,Nope +Female,No,Yes,Yes,64,MultipleLines,Fiber optic,No,Yes,One year,Yes,Bank transfer (automatic),104.4,6721.6,FullService,OnlineSecurity +Female,No,No,No,3,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,83.75,247.25,TV,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),44.05,44.05,Nope,Nope +Male,No,Yes,Yes,72,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),24.1,1734.65,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.55,45.55,Nope,Nope +Female,No,Yes,Yes,51,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,93.8,4539.35,Movies,OnlineSecurity +Female,No,Yes,Yes,41,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,804.25,Nope,Nope +Female,No,Yes,Yes,72,SingleLine,DSL,Yes,No,Two year,Yes,Credit card (automatic),70.65,5011.15,TV,FullSecurity +Female,No,Yes,No,43,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),86.45,3574.5,FullService,OnlineSecurity +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),114.1,8086.4,FullService,FullSecurity +Male,No,Yes,No,47,MultipleLines,Fiber optic,No,No,One year,Yes,Credit card (automatic),95.2,4563.0,FullService,Nope +Male,No,No,No,72,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),88.55,6362.35,FullService,FullSecurity +Male,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.75,67.1,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.05,70.05,Nope,Nope +Male,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.0,165.45,Movies,Nope +Male,No,No,No,26,Nope,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),44.65,1156.55,Movies,OnlineSecurity +Male,No,Yes,Yes,29,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,60.2,1834.15,Movies,OnlineSecurity +Female,Yes,Yes,No,35,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.5,3653.35,TV,OnlineSecurity +Male,No,No,No,27,SingleLine,DSL,Yes,No,One year,No,Bank transfer (automatic),55.45,1477.65,Nope,OnlineSecurity +Male,No,Yes,Yes,24,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Credit card (automatic),70.3,1706.45,Movies,OnlineSecurity +Male,No,Yes,Yes,67,SingleLine,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),60.4,3953.7,Nope,FullSecurity +Female,No,No,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,72.65,1194.3,Nope,Nope +Female,No,No,No,23,SingleLine,DSL,Yes,No,One year,No,Bank transfer (automatic),55.8,1327.85,Nope,DeviceProtection +Male,No,No,No,14,Nope,DSL,Yes,No,Month-to-month,Yes,Mailed check,31.1,419.7,Nope,Nope +Female,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.0,21.0,Nope,Nope +Female,Yes,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.1,45.1,Nope,Nope +Male,Yes,No,No,4,Nope,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),50.95,207.35,FullService,Nope +Male,No,No,Yes,16,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Electronic check,69.1,1083.7,Movies,OnlineSecurity +Female,No,Yes,No,46,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,43.95,2007.85,FullService,Nope +Male,No,No,Yes,68,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.5,5882.75,FullService,OnlineSecurity +Male,No,No,No,38,MultipleLines,DSL,Yes,Yes,Month-to-month,No,Electronic check,69.95,2657.55,Nope,FullSecurity +Male,Yes,Yes,No,30,SingleLine,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),50.4,1527.5,Nope,Nope +Female,Yes,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,78.95,378.4,Movies,Nope +Male,No,No,No,17,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),90.95,1612.2,Movies,DeviceProtection +Male,No,Yes,Yes,4,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.9,76.65,Nope,Nope +Female,No,No,No,12,SingleLine,No,No internet service,No internet service,One year,No,Electronic check,20.15,260.7,Nope,Nope +Male,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),90.6,6441.85,FullService,FullSecurity +Male,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,92.0,266.8,FullService,Nope +Male,No,No,No,56,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,5124.6,Movies,Nope +Female,No,No,No,41,MultipleLines,No,No internet service,No internet service,One year,Yes,Mailed check,24.85,962.25,Nope,Nope +Male,No,No,No,40,Nope,DSL,Yes,Yes,One year,No,Credit card (automatic),36.0,1382.9,Nope,Nope +Female,No,No,No,7,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,78.5,571.05,FullService,OnlineSecurity +Male,No,No,No,69,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,1399.35,Nope,Nope +Male,No,Yes,Yes,7,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.65,150.0,Nope,Nope +Female,No,Yes,Yes,5,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,30.5,167.2,Nope,Nope +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),106.1,7657.4,TV,FullSecurity +Male,No,Yes,Yes,44,SingleLine,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.5,865.05,Nope,Nope +Female,No,No,No,65,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,95.5,6153.85,TV,DeviceProtection +Female,No,No,No,3,MultipleLines,DSL,No,Yes,Month-to-month,No,Electronic check,64.6,174.2,TV,Nope +Male,No,No,No,24,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),51.1,1269.6,Nope,Nope +Female,No,No,No,44,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),84.8,3862.55,Nope,DeviceProtection +Female,Yes,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),89.1,6352.4,FullService,FullSecurity +Male,No,No,No,24,SingleLine,DSL,No,Yes,Month-to-month,No,Electronic check,54.95,1348.5,Nope,OnlineSecurity +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,50.9,50.9,Nope,DeviceProtection +Male,No,Yes,No,22,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.45,471.55,Nope,Nope +Male,No,Yes,Yes,70,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),85.95,5931.75,FullService,DeviceProtection +Male,No,Yes,Yes,25,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,60.35,1404.65,TV,Nope +Male,No,Yes,Yes,37,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,726.1,Nope,Nope +Female,Yes,Yes,Yes,22,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),85.35,1961.6,TV,Nope +Female,No,Yes,Yes,59,MultipleLines,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),72.1,4194.85,TV,DeviceProtection +Male,No,Yes,Yes,49,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.8,4872.45,FullService,DeviceProtection +Male,No,Yes,Yes,47,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),107.35,5118.95,FullService,DeviceProtection +Female,No,Yes,Yes,31,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,658.95,Nope,Nope +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.05,81.05,Movies,Nope +Male,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.5,76.95,Nope,Nope +Female,No,Yes,No,53,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),111.8,5809.75,FullService,DeviceProtection +Male,No,No,No,20,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,19.7,415.9,Nope,Nope +Female,No,No,No,3,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.1,246.5,Nope,OnlineSecurity +Female,No,No,No,51,SingleLine,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,996.95,Nope,Nope +Female,No,Yes,No,51,SingleLine,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),60.5,3145.15,Nope,OnlineSecurity +Female,No,Yes,Yes,13,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.55,265.3,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,20.9,Nope,Nope +Male,No,No,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.05,21.05,Nope,Nope +Male,No,No,No,63,MultipleLines,DSL,Yes,Yes,One year,No,Electronic check,71.5,4576.3,Nope,FullSecurity +Male,No,No,No,3,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,54.65,189.1,Movies,Nope +Male,No,No,No,46,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.2,908.15,Nope,Nope +Male,No,No,No,1,MultipleLines,DSL,No,No,Month-to-month,Yes,Credit card (automatic),49.8,49.8,Nope,Nope +Male,No,No,Yes,8,Nope,DSL,No,No,Month-to-month,No,Mailed check,25.5,215.2,Nope,Nope +Female,No,Yes,Yes,71,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.5,1500.95,Nope,Nope +Male,No,Yes,Yes,55,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),90.4,5099.15,TV,DeviceProtection +Female,No,No,No,70,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),90.25,6385.95,Nope,DeviceProtection +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,80.75,159.45,Movies,Nope +Male,No,Yes,Yes,67,MultipleLines,Fiber optic,No,Yes,Two year,No,Bank transfer (automatic),104.6,6885.75,FullService,OnlineSecurity +Male,No,Yes,No,65,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),91.85,5940.85,TV,Nope +Male,No,Yes,No,14,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),50.2,668.85,Nope,DeviceProtection +Female,No,Yes,Yes,20,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.5,1916.2,Movies,DeviceProtection +Male,No,No,Yes,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,75.35,75.35,Nope,Nope +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.45,75.45,Nope,Nope +Female,No,Yes,Yes,49,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),95.4,4613.95,FullService,Nope +Female,No,No,No,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),101.3,7261.25,TV,FullSecurity +Female,No,Yes,No,46,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,53.1,2459.8,Nope,OnlineSecurity +Male,No,No,No,24,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),84.85,2048.8,Nope,DeviceProtection +Female,No,Yes,Yes,5,Nope,DSL,Yes,Yes,Month-to-month,No,Electronic check,34.25,163.55,Nope,Nope +Female,No,Yes,Yes,33,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,No,Credit card (automatic),88.6,2888.7,Nope,DeviceProtection +Female,No,No,No,42,MultipleLines,DSL,Yes,No,One year,Yes,Bank transfer (automatic),60.15,2421.6,Nope,OnlineSecurity +Male,No,No,No,23,SingleLine,Fiber optic,No,No,One year,Yes,Credit card (automatic),99.95,2292.75,FullService,FullSecurity +Male,No,No,No,8,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),70.7,553.4,Nope,Nope +Male,No,No,No,66,SingleLine,DSL,Yes,No,One year,Yes,Mailed check,54.8,3465.7,Nope,OnlineSecurity +Male,No,No,No,24,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),49.55,1210.4,Nope,OnlineSecurity +Male,Yes,No,No,24,MultipleLines,DSL,Yes,No,Month-to-month,No,Credit card (automatic),54.8,1291.3,Nope,Nope +Male,No,No,No,69,MultipleLines,DSL,Yes,Yes,One year,Yes,Credit card (automatic),78.6,5356.45,Movies,FullSecurity +Female,No,No,No,53,SingleLine,Fiber optic,Yes,No,One year,Yes,Mailed check,100.3,5200.8,FullService,DeviceProtection +Female,No,No,No,60,Nope,DSL,No,No,Two year,No,Electronic check,53.6,3237.05,FullService,FullSecurity +Female,No,Yes,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.1,576.65,TV,Nope +Female,No,No,No,20,SingleLine,No,No internet service,No internet service,One year,Yes,Credit card (automatic),19.35,433.75,Nope,Nope +Female,No,Yes,Yes,23,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,85.6,1868.4,Movies,Nope +Male,No,Yes,Yes,72,SingleLine,DSL,No,Yes,Two year,Yes,Electronic check,80.8,5728.55,FullService,FullSecurity +Male,No,Yes,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.95,825.7,Nope,Nope +Male,No,No,No,21,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.6,390.4,Nope,Nope +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.55,93.55,FullService,Nope +Male,Yes,No,No,31,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,90.7,2845.15,TV,Nope +Female,No,No,No,57,SingleLine,DSL,Yes,Yes,Two year,No,Mailed check,69.75,3894.4,TV,DeviceProtection +Female,No,Yes,Yes,45,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.0,886.4,Nope,Nope +Male,No,No,No,10,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,95.25,1021.55,Movies,DeviceProtection +Female,No,Yes,No,58,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),102.1,5885.4,FullService,DeviceProtection +Male,No,No,Yes,14,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,268.4,Nope,Nope +Male,No,Yes,No,27,MultipleLines,DSL,No,Yes,One year,No,Mailed check,80.85,2204.35,FullService,OnlineSecurity +Female,No,Yes,Yes,14,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),90.9,1259.0,Movies,Nope +Female,No,Yes,Yes,12,Nope,DSL,Yes,No,Month-to-month,No,Mailed check,29.2,309.1,Nope,Nope +Female,No,Yes,Yes,69,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),93.3,6398.05,Movies,Nope +Female,No,Yes,Yes,25,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.15,2257.75,TV,DeviceProtection +Male,Yes,Yes,No,58,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,108.85,6287.25,FullService,FullSecurity +Female,No,Yes,Yes,35,Nope,DSL,No,Yes,Two year,Yes,Credit card (automatic),46.35,1662.05,TV,OnlineSecurity +Female,Yes,No,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.75,1350.15,TV,Nope +Male,No,Yes,Yes,45,MultipleLines,DSL,Yes,No,One year,No,Credit card (automatic),78.75,3600.65,FullService,DeviceProtection +Female,No,No,No,17,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,83.55,1329.15,TV,Nope +Female,No,Yes,Yes,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.7,45.7,Nope,Nope +Male,No,No,No,22,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.6,422.5,Nope,Nope +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.95,69.95,Nope,Nope +Male,No,Yes,Yes,67,SingleLine,DSL,No,Yes,Two year,No,Mailed check,67.85,4627.65,Movies,FullSecurity +Female,No,Yes,Yes,67,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Bank transfer (automatic),105.65,6717.9,FullService,DeviceProtection +Female,No,Yes,No,2,Nope,DSL,No,No,Month-to-month,No,Electronic check,44.6,97.1,FullService,Nope +Male,No,No,No,23,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.95,1710.45,Nope,Nope +Female,Yes,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),75.5,637.4,Nope,DeviceProtection +Female,No,No,No,5,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,117.95,Nope,Nope +Male,No,No,No,54,Nope,DSL,No,Yes,Two year,No,Credit card (automatic),45.2,2460.55,TV,OnlineSecurity +Female,No,No,No,57,SingleLine,Fiber optic,No,No,Two year,Yes,Electronic check,95.25,5464.65,FullService,DeviceProtection +Male,No,No,No,24,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,89.85,2165.05,TV,DeviceProtection +Female,No,Yes,Yes,49,MultipleLines,Fiber optic,Yes,No,One year,No,Mailed check,100.45,4941.8,FullService,Nope +Male,No,No,No,5,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,47.15,223.15,Nope,Nope +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.2,181.1,Movies,Nope +Female,No,No,Yes,4,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,87.1,341.45,Nope,DeviceProtection +Male,No,Yes,Yes,70,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.25,5731.85,TV,FullSecurity +Male,No,No,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),75.9,357.75,Nope,Nope +Male,No,Yes,Yes,53,MultipleLines,DSL,No,Yes,Month-to-month,No,Electronic check,85.7,4616.1,FullService,FullSecurity +Female,No,Yes,No,47,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,98.75,4533.7,TV,FullSecurity +Female,No,No,Yes,31,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),20.1,589.25,Nope,Nope +Male,No,Yes,Yes,13,SingleLine,DSL,Yes,Yes,Month-to-month,No,Bank transfer (automatic),61.8,750.1,Nope,DeviceProtection +Female,No,Yes,Yes,28,MultipleLines,DSL,No,No,Month-to-month,No,Mailed check,49.9,1410.25,Nope,Nope +Female,No,No,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,86.45,830.85,Movies,Nope +Male,No,Yes,No,38,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,743.5,Nope,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.3,45.3,Nope,Nope +Male,No,Yes,No,67,MultipleLines,Fiber optic,Yes,No,One year,No,Electronic check,104.1,7040.85,FullService,DeviceProtection +Male,No,Yes,No,52,SingleLine,DSL,Yes,No,One year,Yes,Mailed check,75.4,3865.45,FullService,OnlineSecurity +Male,No,Yes,Yes,62,SingleLine,Fiber optic,Yes,Yes,Two year,No,Mailed check,108.15,6825.65,FullService,FullSecurity +Female,No,No,No,16,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,86.25,1340.1,Movies,Nope +Female,Yes,Yes,No,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,81.0,371.65,Nope,Nope +Male,No,No,No,12,SingleLine,Fiber optic,No,No,One year,No,Electronic check,95.7,1184.0,FullService,DeviceProtection +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.85,8477.7,FullService,FullSecurity +Male,Yes,No,No,71,MultipleLines,Fiber optic,Yes,Yes,One year,No,Bank transfer (automatic),105.75,7382.85,FullService,Nope +Female,No,Yes,No,24,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.15,456.85,Nope,Nope +Female,No,No,No,15,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.6,331.6,Nope,Nope +Male,No,Yes,No,67,SingleLine,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),90.6,6056.15,Movies,OnlineSecurity +Male,No,No,Yes,2,MultipleLines,DSL,Yes,No,Month-to-month,No,Bank transfer (automatic),60.95,134.6,Nope,OnlineSecurity +Female,No,Yes,Yes,5,Nope,DSL,No,No,Month-to-month,No,Mailed check,25.05,125.5,Nope,Nope +Female,No,Yes,No,15,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,88.15,1390.6,FullService,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,Nope,Nope +Male,No,Yes,Yes,41,SingleLine,DSL,Yes,No,One year,Yes,Bank transfer (automatic),60.3,2511.3,Nope,FullSecurity +Female,No,No,Yes,43,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,63.95,2737.05,Movies,OnlineSecurity +Male,Yes,Yes,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,74.3,74.3,Nope,Nope +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.6,70.6,Nope,Nope +Female,No,Yes,Yes,26,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.8,2361.8,FullService,Nope +Male,No,No,No,22,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.35,1730.35,Nope,Nope +Male,No,Yes,No,71,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),90.55,6404.0,FullService,FullSecurity +Male,No,No,No,7,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.45,165.35,Nope,Nope +Female,Yes,No,No,28,MultipleLines,DSL,Yes,Yes,Month-to-month,No,Bank transfer (automatic),64.45,1867.6,Nope,DeviceProtection +Male,Yes,No,No,16,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,69.65,1043.3,Nope,Nope +Male,No,No,No,7,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.5,128.6,Nope,Nope +Female,No,No,No,69,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.5,7455.45,FullService,DeviceProtection +Female,No,No,Yes,1,Nope,DSL,No,No,Month-to-month,No,Mailed check,24.7,24.7,Nope,Nope +Male,No,No,No,3,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,77.4,206.15,FullService,FullSecurity +Male,Yes,No,No,21,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),96.8,2030.3,FullService,DeviceProtection +Female,No,Yes,No,69,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.4,5869.4,Nope,DeviceProtection +Female,No,Yes,No,71,Nope,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),47.6,3377.8,Nope,FullSecurity +Female,No,Yes,Yes,69,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.4,1346.2,Nope,Nope +Female,No,No,No,48,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,103.85,4946.05,FullService,DeviceProtection +Male,No,Yes,No,47,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),83.35,4065.0,Nope,DeviceProtection +Female,No,No,No,2,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,49.4,106.55,Nope,Nope +Male,No,No,No,45,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),108.45,4964.7,FullService,FullSecurity +Male,No,No,No,51,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),81.0,4085.75,Nope,Nope +Female,No,Yes,No,22,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Electronic check,79.2,1742.75,FullService,OnlineSecurity +Male,No,No,No,72,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),86.65,6224.8,FullService,FullSecurity +Male,No,Yes,Yes,37,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,92.95,3415.25,TV,DeviceProtection +Male,No,Yes,Yes,71,MultipleLines,DSL,Yes,Yes,Two year,No,Electronic check,90.35,6325.25,FullService,FullSecurity +Male,No,Yes,Yes,7,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,48.7,340.25,Nope,DeviceProtection +Female,No,No,No,66,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.15,1683.6,Nope,Nope +Male,No,Yes,Yes,51,SingleLine,DSL,No,Yes,One year,Yes,Bank transfer (automatic),76.4,3966.3,FullService,OnlineSecurity +Female,No,Yes,Yes,30,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),19.55,608.5,Nope,Nope +Female,No,No,No,34,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,85.35,2896.6,TV,Nope +Male,No,Yes,Yes,64,MultipleLines,No,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1514.85,Nope,Nope +Male,Yes,Yes,No,65,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),103.15,6792.45,FullService,DeviceProtection +Male,No,No,No,47,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,No,Mailed check,100.75,4669.2,TV,OnlineSecurity +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.6,95.6,FullService,OnlineSecurity +Female,No,No,No,49,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),59.75,2934.3,Nope,OnlineSecurity +Female,No,Yes,Yes,67,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),94.1,6302.8,TV,Nope +Male,No,No,Yes,39,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),19.35,779.2,Nope,Nope +Male,No,No,No,14,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,283.75,Nope,Nope +Female,Yes,No,No,43,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.15,4600.7,FullService,OnlineSecurity +Male,Yes,No,No,56,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,101.05,5594.0,FullService,DeviceProtection +Female,No,No,No,14,SingleLine,DSL,No,Yes,One year,No,Credit card (automatic),59.1,772.85,Movies,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,71.35,71.35,Nope,Nope +Male,No,Yes,Yes,16,SingleLine,DSL,Yes,No,One year,Yes,Mailed check,55.85,857.8,Nope,OnlineSecurity +Male,No,Yes,Yes,70,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,106.05,7554.05,FullService,OnlineSecurity +Male,Yes,Yes,No,72,MultipleLines,DSL,Yes,No,Two year,Yes,Credit card (automatic),84.1,5981.65,FullService,FullSecurity +Female,No,Yes,Yes,23,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),75.3,1702.9,Nope,DeviceProtection +Male,No,No,Yes,21,MultipleLines,No,No internet service,No internet service,Month-to-month,No,Mailed check,24.7,467.15,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.15,20.15,Nope,Nope +Male,No,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),69.75,69.75,Nope,Nope +Female,Yes,Yes,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.2,2931.0,FullService,Nope +Male,No,Yes,Yes,17,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,80.85,1400.85,TV,Nope +Female,No,No,No,4,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,33.65,137.85,Nope,OnlineSecurity +Female,No,No,No,36,MultipleLines,DSL,No,No,One year,No,Electronic check,55.8,1941.5,Nope,DeviceProtection +Female,No,No,No,50,Nope,DSL,Yes,Yes,Two year,No,Credit card (automatic),39.7,1932.75,Nope,DeviceProtection +Female,No,Yes,Yes,48,Nope,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),29.5,1423.05,Nope,Nope +Female,No,No,Yes,50,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.15,970.85,Nope,Nope +Male,No,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),79.55,5810.9,Movies,FullSecurity +Male,No,No,Yes,10,MultipleLines,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),24.8,223.9,Nope,Nope +Female,No,No,No,18,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,391.7,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.95,79.95,TV,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.3,19.3,Nope,Nope +Male,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.05,811.65,FullService,DeviceProtection +Male,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,90.75,174.75,Movies,OnlineSecurity +Female,No,Yes,No,40,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),78.85,3126.85,Nope,Nope +Male,No,Yes,No,69,MultipleLines,Fiber optic,No,No,One year,No,Bank transfer (automatic),99.5,6841.45,FullService,DeviceProtection +Female,No,Yes,No,37,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,99.2,3754.6,Movies,FullSecurity +Male,No,No,Yes,18,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),80.55,1406.65,Nope,DeviceProtection +Male,Yes,Yes,No,11,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.2,834.7,Nope,Nope +Female,No,Yes,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),85.2,627.4,Movies,Nope +Female,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,75.25,242.0,Nope,Nope +Male,No,Yes,Yes,55,SingleLine,DSL,No,No,One year,No,Credit card (automatic),59.45,3157.0,Movies,OnlineSecurity +Male,No,Yes,No,33,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,93.35,3092.0,Movies,DeviceProtection +Female,No,No,No,46,SingleLine,DSL,No,No,Month-to-month,No,Bank transfer (automatic),44.95,2168.9,Nope,Nope +Male,No,No,No,34,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.1,980.35,Nope,Nope +Female,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,20.2,65.95,Nope,Nope +Male,No,Yes,Yes,30,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,21.25,711.9,Nope,Nope +Female,No,No,No,33,MultipleLines,DSL,No,Yes,One year,No,Electronic check,59.4,1952.8,Nope,OnlineSecurity +Male,No,Yes,Yes,45,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),95.0,4368.85,Movies,DeviceProtection +Male,No,No,No,40,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,61.9,2647.1,Nope,OnlineSecurity +Female,No,No,No,71,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,118.65,8477.6,FullService,FullSecurity +Male,No,No,No,1,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,54.35,54.35,Nope,DeviceProtection +Female,No,Yes,Yes,72,Nope,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),64.45,4528.0,FullService,FullSecurity +Female,No,Yes,Yes,22,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.15,1790.65,Movies,Nope +Male,No,Yes,Yes,46,SingleLine,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.2,845.6,Nope,Nope +Female,No,Yes,Yes,55,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,21.0,1210.3,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,20.45,Nope,Nope +Female,No,No,No,12,MultipleLines,DSL,No,Yes,One year,Yes,Mailed check,75.85,854.45,FullService,Nope +Male,No,No,No,31,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,80.45,2429.1,Nope,Nope +Male,No,Yes,No,5,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,24.95,100.4,Nope,Nope +Female,No,Yes,Yes,67,MultipleLines,DSL,No,No,Two year,Yes,Electronic check,75.5,5229.45,FullService,OnlineSecurity +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,44.45,44.45,Nope,Nope +Male,No,Yes,No,40,Nope,DSL,Yes,No,One year,Yes,Electronic check,42.35,1716.45,Nope,FullSecurity +Male,No,Yes,Yes,41,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),74.55,3023.55,TV,FullSecurity +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.3,75.3,Nope,Nope +Male,No,No,No,51,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,94.8,4837.6,TV,OnlineSecurity +Male,No,Yes,Yes,42,Nope,DSL,No,Yes,Two year,No,Credit card (automatic),48.15,2032.3,TV,FullSecurity +Male,No,Yes,Yes,23,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.65,436.9,Nope,Nope +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.55,70.55,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,Nope,Nope +Female,No,No,No,56,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),106.6,5893.95,FullService,OnlineSecurity +Male,No,No,Yes,15,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,91.0,1430.05,TV,Nope +Male,No,Yes,Yes,12,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.4,313.0,Nope,Nope +Female,No,Yes,Yes,54,SingleLine,DSL,No,Yes,Two year,No,Bank transfer (automatic),69.95,3871.85,Movies,FullSecurity +Female,No,No,No,7,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,66.85,458.1,FullService,Nope +Female,No,Yes,Yes,33,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),86.15,2745.7,Movies,Nope +Male,No,Yes,Yes,16,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,20.15,341.35,Nope,Nope +Female,No,No,Yes,21,SingleLine,DSL,No,No,One year,No,Mailed check,64.85,1336.8,Movies,FullSecurity +Male,Yes,Yes,No,30,MultipleLines,DSL,No,No,Two year,No,Electronic check,74.85,2181.75,FullService,DeviceProtection +Male,No,No,No,3,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,50.5,147.75,Nope,Nope +Male,No,No,No,11,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,72.9,818.45,Nope,DeviceProtection +Female,No,No,No,62,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),115.05,7133.45,FullService,FullSecurity +Male,No,No,No,18,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.0,348.8,Nope,Nope +Male,No,No,Yes,6,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,128.6,Nope,Nope +Female,No,No,No,46,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,101.1,4674.4,FullService,DeviceProtection +Male,No,No,No,21,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.1,1737.45,Movies,Nope +Male,No,No,No,68,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.15,1498.85,Nope,Nope +Female,No,No,No,1,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,50.1,50.1,Nope,Nope +Female,No,Yes,No,25,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.6,1797.75,Nope,DeviceProtection +Female,No,No,Yes,24,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.75,498.1,Nope,Nope +Female,No,Yes,No,30,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.0,2624.25,Movies,Nope +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,80.55,184.1,Movies,Nope +Male,No,Yes,No,51,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),106.8,5498.8,FullService,DeviceProtection +Female,No,Yes,Yes,57,MultipleLines,DSL,No,Yes,Two year,Yes,Electronic check,84.5,4845.4,FullService,FullSecurity +Female,No,No,No,15,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.05,369.1,Nope,Nope +Female,No,Yes,Yes,72,SingleLine,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),83.7,6096.9,FullService,FullSecurity +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.8,160.75,Nope,DeviceProtection +Male,No,Yes,No,28,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Credit card (automatic),96.6,2684.35,TV,DeviceProtection +Male,Yes,Yes,No,29,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.5,3004.15,FullService,DeviceProtection +Male,No,Yes,Yes,70,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),101.1,6994.8,TV,FullSecurity +Female,No,No,No,13,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.2,273.25,Nope,Nope +Female,Yes,Yes,No,59,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,94.05,5483.9,Nope,FullSecurity +Male,Yes,Yes,No,13,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.25,1233.65,FullService,Nope +Male,Yes,Yes,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,74.4,527.9,Nope,Nope +Female,No,Yes,No,62,SingleLine,DSL,No,Yes,Two year,No,Mailed check,81.0,4985.9,FullService,FullSecurity +Female,No,No,No,21,SingleLine,DSL,No,Yes,One year,Yes,Electronic check,60.25,1258.35,Nope,FullSecurity +Female,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,60.85,111.4,Movies,DeviceProtection +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),43.95,43.95,Nope,Nope +Male,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,86.05,308.1,Movies,DeviceProtection +Female,No,No,No,19,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),20.25,383.65,Nope,Nope +Female,No,No,No,30,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Electronic check,85.15,2555.9,TV,Nope +Male,No,Yes,Yes,67,SingleLine,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.4,1284.2,Nope,Nope +Male,Yes,Yes,No,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Credit card (automatic),102.65,7550.3,Movies,FullSecurity +Male,No,Yes,No,53,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.9,1110.05,Nope,Nope +Female,No,No,No,5,SingleLine,No,No internet service,No internet service,One year,No,Electronic check,19.55,99.6,Nope,Nope +Male,Yes,Yes,No,71,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),95.5,6707.15,Movies,DeviceProtection +Female,No,Yes,Yes,50,MultipleLines,DSL,Yes,Yes,One year,Yes,Credit card (automatic),84.15,4164.4,FullService,DeviceProtection +Male,No,Yes,Yes,56,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Electronic check,103.2,5873.75,FullService,DeviceProtection +Male,No,No,No,2,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),50.2,109.25,Nope,Nope +Female,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.55,179.25,Movies,DeviceProtection +Male,No,Yes,Yes,24,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,54.75,1338.15,Nope,OnlineSecurity +Male,No,Yes,Yes,46,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,862.4,Nope,Nope +Male,No,Yes,No,71,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,116.25,8564.75,FullService,FullSecurity +Female,No,No,No,29,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,31.2,926.2,Nope,Nope +Male,No,Yes,Yes,69,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.45,1718.2,Nope,Nope +Male,No,Yes,No,71,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),84.2,5956.85,FullService,DeviceProtection +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,91.3,91.3,FullService,Nope +Male,Yes,Yes,No,56,SingleLine,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.65,4824.45,FullService,FullSecurity +Male,No,No,Yes,56,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,21.2,1238.65,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.5,79.5,TV,Nope +Female,No,Yes,No,28,MultipleLines,No,No internet service,No internet service,One year,No,Mailed check,25.55,672.2,Nope,Nope +Female,No,Yes,Yes,19,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,382.2,Nope,Nope +Male,No,Yes,No,66,MultipleLines,DSL,No,Yes,Month-to-month,No,Electronic check,63.85,4264.6,Movies,Nope +Female,No,Yes,Yes,17,MultipleLines,DSL,No,Yes,One year,Yes,Mailed check,61.95,1070.7,Nope,DeviceProtection +Male,No,Yes,Yes,52,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.75,1345.85,Nope,Nope +Female,No,No,No,19,SingleLine,DSL,Yes,No,One year,No,Electronic check,58.2,1045.25,TV,Nope +Female,No,No,No,36,SingleLine,DSL,Yes,Yes,One year,No,Bank transfer (automatic),85.85,3003.55,FullService,FullSecurity +Male,Yes,Yes,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.1,467.55,Nope,Nope +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),104.9,7537.5,Movies,FullSecurity +Male,No,Yes,Yes,67,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,111.3,7482.1,FullService,FullSecurity +Male,Yes,No,No,34,SingleLine,Fiber optic,Yes,No,One year,Yes,Electronic check,99.85,3343.15,FullService,DeviceProtection +Male,Yes,Yes,No,57,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),95.25,5427.05,Movies,DeviceProtection +Female,No,Yes,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.25,587.1,TV,DeviceProtection +Female,Yes,Yes,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.8,100.8,FullService,DeviceProtection +Male,No,Yes,No,8,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.55,161.15,Nope,Nope +Female,No,No,No,69,MultipleLines,Fiber optic,No,Yes,Two year,No,Electronic check,104.0,7028.5,FullService,DeviceProtection +Female,No,Yes,No,50,MultipleLines,Fiber optic,No,No,One year,Yes,Mailed check,104.4,5232.9,FullService,FullSecurity +Male,No,No,No,10,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.5,225.85,Nope,Nope +Female,No,Yes,Yes,12,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,274.7,Nope,Nope +Female,No,No,No,14,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,86.3,1180.95,Movies,Nope +Female,No,Yes,No,70,Nope,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),49.85,3370.2,Movies,FullSecurity +Female,Yes,No,No,64,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),108.95,7111.3,FullService,FullSecurity +Female,No,Yes,Yes,66,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),89.9,5958.85,FullService,FullSecurity +Female,No,Yes,Yes,71,SingleLine,DSL,No,Yes,Two year,Yes,Credit card (automatic),82.0,5999.85,FullService,FullSecurity +Male,Yes,No,No,20,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,89.95,1648.45,FullService,Nope +Male,No,Yes,No,72,SingleLine,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.35,5753.25,FullService,OnlineSecurity +Female,No,Yes,Yes,71,SingleLine,DSL,Yes,Yes,Two year,No,Credit card (automatic),64.05,4492.9,Nope,FullSecurity +Male,No,Yes,Yes,38,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),101.15,3956.7,FullService,DeviceProtection +Female,No,No,No,28,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.95,2625.55,Movies,Nope +Male,Yes,Yes,No,17,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,76.45,1233.4,Nope,Nope +Male,No,No,No,33,Nope,DSL,Yes,No,One year,Yes,Electronic check,39.1,1309.0,TV,Nope +Female,No,Yes,Yes,23,Nope,DSL,No,Yes,Two year,No,Mailed check,34.6,813.45,Nope,OnlineSecurity +Male,No,Yes,Yes,58,SingleLine,No,No internet service,No internet service,One year,Yes,Electronic check,19.55,1108.8,Nope,Nope +Female,Yes,Yes,No,70,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.45,7349.35,FullService,Nope +Male,No,Yes,No,4,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.5,294.2,Nope,Nope +Male,No,Yes,Yes,45,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.35,929.2,Nope,Nope +Male,No,No,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.0,740.0,Nope,Nope +Male,No,Yes,Yes,36,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,754.5,Nope,Nope +Male,No,No,No,54,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,69.9,3883.3,TV,OnlineSecurity +Male,No,Yes,Yes,23,MultipleLines,DSL,Yes,Yes,Two year,No,Mailed check,59.7,1414.2,Nope,Nope +Female,No,Yes,Yes,41,MultipleLines,DSL,Yes,No,One year,Yes,Credit card (automatic),78.35,3211.2,TV,FullSecurity +Male,Yes,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,71.45,371.6,Nope,Nope +Male,No,Yes,Yes,27,Nope,DSL,Yes,No,One year,Yes,Credit card (automatic),45.85,1246.4,Movies,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,95.85,95.85,FullService,Nope +Female,No,Yes,Yes,67,Nope,DSL,No,Yes,Two year,No,Credit card (automatic),35.7,2545.7,Nope,OnlineSecurity +Female,Yes,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),89.55,6448.85,FullService,FullSecurity +Female,No,Yes,Yes,56,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.95,1468.9,Nope,Nope +Male,No,Yes,Yes,44,MultipleLines,No,No internet service,No internet service,One year,No,Electronic check,24.85,1013.6,Nope,Nope +Female,Yes,Yes,No,66,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.8,6690.75,FullService,Nope +Female,No,No,No,34,MultipleLines,DSL,Yes,Yes,One year,Yes,Mailed check,64.4,2088.75,Nope,OnlineSecurity +Female,No,Yes,No,69,MultipleLines,Fiber optic,No,Yes,Two year,No,Bank transfer (automatic),105.35,7240.65,FullService,DeviceProtection +Female,No,Yes,Yes,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,102.45,102.45,FullService,FullSecurity +Female,No,No,No,40,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,830.25,Nope,Nope +Male,No,Yes,Yes,30,MultipleLines,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),54.45,1588.7,Nope,OnlineSecurity +Female,No,No,No,11,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,70.5,829.3,FullService,Nope +Female,No,No,No,15,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),20.1,302.45,Nope,Nope +Male,No,No,No,11,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,69.35,712.25,FullService,DeviceProtection +Female,No,Yes,Yes,64,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,1336.65,Nope,Nope +Male,Yes,Yes,No,72,SingleLine,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),74.4,5360.75,TV,FullSecurity +Male,Yes,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),93.05,6735.05,Nope,FullSecurity +Female,No,No,Yes,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,51.2,51.2,Nope,OnlineSecurity +Female,No,No,Yes,15,SingleLine,DSL,Yes,Yes,One year,No,Credit card (automatic),65.6,1010.0,Nope,FullSecurity +Female,No,No,No,60,MultipleLines,DSL,No,Yes,One year,No,Credit card (automatic),80.55,4847.05,FullService,DeviceProtection +Male,No,No,No,56,SingleLine,DSL,No,No,One year,No,Mailed check,52.7,3019.7,Nope,FullSecurity +Female,No,No,No,8,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.85,161.65,Nope,Nope +Female,No,No,No,3,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Credit card (automatic),80.1,217.55,Nope,DeviceProtection +Female,No,Yes,No,49,MultipleLines,DSL,No,No,Month-to-month,Yes,Credit card (automatic),52.15,2583.75,Nope,Nope +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.2,146.05,TV,Nope +Female,No,No,No,6,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.15,567.45,Movies,FullSecurity +Male,No,No,No,70,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.95,7711.25,FullService,FullSecurity +Male,No,No,No,12,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Mailed check,112.95,1384.75,FullService,DeviceProtection +Male,Yes,Yes,No,52,SingleLine,Fiber optic,No,Yes,One year,Yes,Bank transfer (automatic),104.45,5481.25,FullService,FullSecurity +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),113.65,8124.2,FullService,FullSecurity +Female,No,No,No,40,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.6,827.3,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,70.9,70.9,Nope,Nope +Female,Yes,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.85,220.95,TV,DeviceProtection +Female,Yes,No,No,40,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,91.55,3673.6,FullService,Nope +Male,No,No,Yes,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,49.85,49.85,Nope,DeviceProtection +Male,No,Yes,No,30,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.8,576.65,Nope,Nope +Male,No,Yes,Yes,23,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,99.85,2331.3,FullService,OnlineSecurity +Male,No,Yes,Yes,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.5,74.5,Nope,Nope +Female,Yes,Yes,No,44,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Electronic check,104.15,4495.65,FullService,DeviceProtection +Male,No,No,No,65,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,109.15,6941.2,FullService,DeviceProtection +Female,Yes,No,No,7,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,48.2,340.35,Nope,OnlineSecurity +Male,Yes,No,No,72,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.1,1789.9,Nope,Nope +Female,Yes,No,No,8,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),100.15,908.55,FullService,Nope +Female,No,No,No,16,MultipleLines,DSL,No,No,Month-to-month,Yes,Credit card (automatic),65.2,1043.35,Movies,DeviceProtection +Male,Yes,Yes,Yes,66,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),99.5,6822.15,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,71.55,71.55,Nope,Nope +Male,No,No,Yes,3,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,55.9,157.55,Nope,FullSecurity +Male,No,Yes,No,53,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,93.9,5029.2,Movies,FullSecurity +Male,Yes,Yes,No,8,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),64.4,581.7,Movies,DeviceProtection +Male,Yes,Yes,No,69,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.4,7318.2,FullService,DeviceProtection +Female,No,No,No,5,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,85.3,420.45,TV,Nope +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,No,Yes,Two year,No,Mailed check,107.45,7576.7,FullService,FullSecurity +Female,No,Yes,No,13,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),48.75,633.4,FullService,DeviceProtection +Female,No,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.65,321.65,TV,Nope +Female,No,Yes,Yes,54,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),91.3,4965.0,FullService,FullSecurity +Male,No,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),85.95,6151.9,FullService,DeviceProtection +Male,No,No,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,106.7,1253.9,FullService,DeviceProtection +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,25.15,25.15,Nope,Nope +Male,Yes,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.2,45.2,Nope,Nope +Female,No,Yes,No,54,MultipleLines,Fiber optic,Yes,Yes,One year,No,Electronic check,110.35,5893.15,FullService,DeviceProtection +Male,No,Yes,Yes,69,MultipleLines,Fiber optic,No,No,Two year,Yes,Credit card (automatic),79.2,5420.65,Nope,DeviceProtection +Female,No,No,No,48,SingleLine,DSL,Yes,No,Two year,No,Credit card (automatic),55.5,2627.35,Nope,OnlineSecurity +Female,No,Yes,Yes,48,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),103.25,5037.55,FullService,OnlineSecurity +Female,No,Yes,No,8,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,90.25,743.75,Movies,Nope +Male,No,Yes,Yes,71,MultipleLines,DSL,Yes,Yes,Two year,Yes,Mailed check,91.25,6589.6,FullService,FullSecurity +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,47.8,92.45,Nope,OnlineSecurity +Male,No,Yes,No,67,SingleLine,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),100.9,6733.15,FullService,OnlineSecurity +Male,No,Yes,Yes,34,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),97.7,3410.0,FullService,Nope +Female,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.85,199.85,Nope,Nope +Female,No,Yes,Yes,9,SingleLine,DSL,Yes,Yes,One year,Yes,Mailed check,65.6,593.3,TV,Nope +Male,No,Yes,Yes,71,SingleLine,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),104.65,7288.4,FullService,FullSecurity +Male,No,No,No,57,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Credit card (automatic),90.45,5229.8,TV,Nope +Male,No,No,No,72,Nope,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),63.7,4464.8,FullService,FullSecurity +Female,Yes,Yes,Yes,48,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,104.5,5068.05,FullService,FullSecurity +Male,No,No,No,18,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.1,401.85,Nope,Nope +Male,No,Yes,Yes,43,MultipleLines,Fiber optic,No,Yes,One year,Yes,Credit card (automatic),104.3,4451.85,FullService,DeviceProtection +Female,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),93.25,6688.95,FullService,FullSecurity +Male,No,Yes,Yes,35,MultipleLines,DSL,No,Yes,One year,Yes,Bank transfer (automatic),73.45,2661.1,FullService,Nope +Male,No,No,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.7,73.05,Nope,Nope +Female,No,Yes,Yes,49,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.25,1211.65,Nope,Nope +Female,No,Yes,Yes,71,MultipleLines,Fiber optic,Yes,No,Two year,No,Bank transfer (automatic),100.5,7030.65,TV,FullSecurity +Male,No,Yes,Yes,11,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,90.6,1020.2,FullService,Nope +Male,No,Yes,Yes,63,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),89.4,5597.65,FullService,FullSecurity +Female,Yes,No,No,65,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),95.45,6223.3,TV,DeviceProtection +Female,No,No,Yes,49,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.45,1024.65,Nope,Nope +Female,No,No,No,29,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),98.6,2933.2,FullService,DeviceProtection +Female,Yes,Yes,No,15,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,83.05,1258.3,Nope,DeviceProtection +Female,No,Yes,Yes,4,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.95,82.9,Nope,Nope +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,One year,No,Credit card (automatic),109.15,7789.6,FullService,DeviceProtection +Female,Yes,Yes,No,26,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),85.7,2067.0,TV,DeviceProtection +Female,Yes,Yes,No,35,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),102.05,3452.55,FullService,DeviceProtection +Female,No,No,No,57,MultipleLines,Fiber optic,Yes,Yes,One year,No,Electronic check,94.7,5468.95,Movies,Nope +Male,No,Yes,Yes,28,MultipleLines,DSL,Yes,No,Month-to-month,No,Electronic check,64.4,1802.15,Movies,Nope +Female,No,Yes,No,25,MultipleLines,No,No internet service,No internet service,One year,Yes,Mailed check,26.8,733.55,Nope,Nope +Female,No,Yes,No,47,SingleLine,DSL,No,No,One year,Yes,Credit card (automatic),66.05,3021.45,TV,FullSecurity +Female,No,Yes,Yes,57,MultipleLines,DSL,Yes,Yes,Month-to-month,No,Bank transfer (automatic),65.2,3687.85,Nope,OnlineSecurity +Male,Yes,Yes,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),85.05,1391.15,TV,Nope +Male,No,No,No,5,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,55.8,274.35,Nope,FullSecurity +Male,No,Yes,No,17,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),70.4,1214.05,Nope,Nope +Female,Yes,No,No,56,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),104.75,5510.65,FullService,DeviceProtection +Male,No,Yes,Yes,72,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.95,1322.85,Nope,Nope +Female,Yes,No,No,21,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.25,1973.75,FullService,Nope +Female,No,Yes,Yes,48,Nope,DSL,No,No,One year,No,Credit card (automatic),45.0,2196.3,Movies,FullSecurity +Female,No,Yes,No,68,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),114.9,7843.55,FullService,FullSecurity +Female,No,No,No,30,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Bank transfer (automatic),106.4,3211.9,FullService,OnlineSecurity +Female,No,Yes,No,3,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,46.1,130.15,Nope,Nope +Female,Yes,No,No,14,Nope,DSL,No,Yes,Two year,No,Mailed check,39.7,692.35,Nope,FullSecurity +Female,No,No,Yes,4,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.05,85.5,Nope,Nope +Female,No,Yes,Yes,71,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Credit card (automatic),95.75,6849.4,Movies,DeviceProtection +Male,No,Yes,Yes,8,MultipleLines,No,No internet service,No internet service,One year,No,Mailed check,24.4,203.95,Nope,Nope +Male,No,Yes,Yes,61,Nope,DSL,No,No,Month-to-month,No,Bank transfer (automatic),33.6,2117.2,Nope,FullSecurity +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),90.45,6565.85,Nope,DeviceProtection +Female,No,No,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.0,424.75,TV,Nope +Female,No,No,No,49,SingleLine,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),67.4,3306.85,Nope,FullSecurity +Male,No,No,No,8,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.7,168.9,Nope,Nope +Male,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.35,253.8,Movies,Nope +Male,No,Yes,Yes,9,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.6,197.4,Nope,Nope +Male,No,Yes,Yes,67,SingleLine,DSL,Yes,No,Two year,Yes,Bank transfer (automatic),54.2,3838.2,Nope,OnlineSecurity +Male,No,No,No,46,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),45.2,2065.15,Nope,Nope +Female,No,Yes,No,67,MultipleLines,DSL,Yes,No,One year,No,Mailed check,75.1,5064.45,Movies,FullSecurity +Female,No,Yes,No,55,SingleLine,No,No internet service,No internet service,One year,No,Electronic check,19.7,1140.05,Nope,Nope +Male,No,Yes,No,33,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),72.75,2447.45,TV,FullSecurity +Male,No,Yes,Yes,62,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1263.9,Nope,Nope +Female,No,No,Yes,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.95,45.95,Nope,Nope +Male,No,Yes,Yes,49,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,39.2,1838.15,Movies,OnlineSecurity +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.75,44.75,Nope,Nope +Male,No,Yes,No,14,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,82.65,1185.0,Nope,DeviceProtection +Male,Yes,No,No,18,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Bank transfer (automatic),93.9,1743.9,TV,DeviceProtection +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.15,70.15,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),85.55,85.55,TV,DeviceProtection +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),117.15,8529.5,FullService,FullSecurity +Male,No,No,No,64,MultipleLines,Fiber optic,No,Yes,Two year,No,Credit card (automatic),99.25,6549.45,Movies,FullSecurity +Male,No,Yes,No,69,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),112.55,7806.5,FullService,FullSecurity +Female,No,No,No,1,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.7,25.7,Nope,Nope +Male,No,Yes,Yes,71,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),90.3,6287.3,FullService,FullSecurity +Female,No,Yes,Yes,66,SingleLine,DSL,No,Yes,One year,Yes,Credit card (automatic),49.4,3251.85,Nope,Nope +Male,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,50.6,Nope,Nope +Female,Yes,Yes,No,71,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.7,7904.25,FullService,FullSecurity +Male,No,No,No,11,SingleLine,DSL,Yes,No,One year,Yes,Electronic check,61.25,729.95,TV,Nope +Male,No,No,Yes,47,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,55.3,2654.05,Nope,OnlineSecurity +Female,No,Yes,No,35,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.3,2416.55,Nope,Nope +Male,Yes,Yes,No,32,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),106.35,3520.75,FullService,DeviceProtection +Male,No,Yes,Yes,60,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.75,5969.95,FullService,Nope +Male,No,No,No,11,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.5,226.8,Nope,Nope +Female,No,No,No,29,Nope,DSL,Yes,Yes,One year,No,Credit card (automatic),39.5,1082.75,Nope,OnlineSecurity +Male,No,Yes,Yes,21,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,26.05,565.75,Nope,Nope +Male,Yes,Yes,No,48,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),91.05,4370.75,Movies,DeviceProtection +Female,No,No,Yes,3,Nope,DSL,Yes,No,Month-to-month,No,Mailed check,29.65,90.05,Nope,Nope +Female,No,Yes,Yes,43,SingleLine,DSL,Yes,No,Month-to-month,No,Mailed check,50.2,2169.4,Nope,Nope +Male,No,No,No,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,105.3,550.6,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,55.45,55.45,Movies,Nope +Male,No,Yes,Yes,71,MultipleLines,DSL,No,Yes,One year,No,Electronic check,85.45,6300.85,FullService,FullSecurity +Female,No,Yes,Yes,8,SingleLine,No,No internet service,No internet service,One year,No,Electronic check,19.8,160.05,Nope,Nope +Male,No,No,No,8,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,59.25,436.6,TV,Nope +Male,No,No,No,20,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),90.7,1781.35,TV,DeviceProtection +Female,No,Yes,Yes,33,MultipleLines,Fiber optic,No,No,One year,Yes,Mailed check,103.7,3467.0,FullService,FullSecurity +Male,No,No,No,71,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),79.05,5552.5,Nope,Nope +Female,Yes,Yes,No,31,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,90.7,2835.5,TV,DeviceProtection +Female,Yes,Yes,No,38,MultipleLines,Fiber optic,Yes,No,One year,No,Credit card (automatic),95.0,3591.25,Movies,OnlineSecurity +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.35,88.35,FullService,Nope +Female,No,Yes,Yes,2,Nope,DSL,Yes,No,Month-to-month,Yes,Mailed check,30.25,63.75,Nope,Nope +Female,No,Yes,No,12,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),49.85,617.15,FullService,DeviceProtection +Female,No,No,Yes,9,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Bank transfer (automatic),93.0,870.25,Movies,FullSecurity +Male,Yes,No,Yes,11,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,54.55,601.25,Nope,Nope +Male,No,No,Yes,6,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,111.65,Nope,Nope +Female,No,Yes,No,71,SingleLine,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),84.8,6046.1,FullService,FullSecurity +Female,No,Yes,Yes,42,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),94.45,3923.8,TV,OnlineSecurity +Female,No,Yes,Yes,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.2,777.3,FullService,DeviceProtection +Female,No,No,No,5,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,96.25,512.45,FullService,Nope +Female,No,Yes,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.7,141.45,Nope,Nope +Female,No,Yes,Yes,45,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.85,892.15,Nope,Nope +Male,No,Yes,Yes,28,Nope,DSL,Yes,Yes,One year,Yes,Credit card (automatic),60.0,1682.05,FullService,DeviceProtection +Female,No,Yes,No,43,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,80.45,3398.9,Nope,Nope +Male,No,No,Yes,60,MultipleLines,DSL,No,Yes,Two year,Yes,Electronic check,84.95,4984.85,FullService,FullSecurity +Female,No,Yes,No,42,Nope,DSL,Yes,Yes,One year,No,Mailed check,33.55,1445.3,Nope,Nope +Male,No,Yes,Yes,7,Nope,DSL,No,Yes,Two year,No,Credit card (automatic),49.65,305.55,Movies,FullSecurity +Female,No,Yes,No,25,SingleLine,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.2,507.9,Nope,Nope +Female,Yes,Yes,Yes,40,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),94.55,3640.45,FullService,Nope +Male,No,No,No,27,MultipleLines,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),100.5,2673.45,FullService,DeviceProtection +Male,No,No,No,10,Nope,DSL,Yes,Yes,Month-to-month,No,Electronic check,35.75,389.8,Nope,Nope +Female,Yes,No,No,27,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),86.45,2401.05,Nope,DeviceProtection +Female,No,No,No,11,SingleLine,DSL,No,Yes,One year,No,Bank transfer (automatic),53.8,651.55,Nope,DeviceProtection +Male,No,Yes,Yes,4,Nope,DSL,No,No,Month-to-month,No,Credit card (automatic),38.55,156.1,TV,OnlineSecurity +Male,No,No,No,68,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),39.9,2796.35,Movies,DeviceProtection +Male,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.05,70.05,Nope,Nope +Female,No,No,No,18,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.1,407.05,Nope,Nope +Female,No,No,No,57,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),112.95,6465.0,FullService,FullSecurity +Male,No,No,No,26,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.3,511.25,Nope,Nope +Female,No,Yes,No,17,Nope,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),35.65,646.05,Nope,DeviceProtection +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,No,Electronic check,35.9,35.9,Movies,Nope +Male,No,No,Yes,38,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),99.25,3777.15,FullService,DeviceProtection +Male,Yes,Yes,No,59,SingleLine,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),82.95,4903.15,Nope,FullSecurity +Male,No,No,No,30,SingleLine,DSL,No,No,Two year,Yes,Mailed check,55.65,1653.85,Nope,FullSecurity +Male,Yes,No,No,2,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,24.45,47.5,Nope,Nope +Female,Yes,Yes,No,50,MultipleLines,No,No internet service,No internet service,One year,No,Electronic check,25.2,1306.3,Nope,Nope +Male,No,No,No,9,Nope,DSL,No,Yes,One year,No,Mailed check,50.8,463.6,Movies,FullSecurity +Female,No,Yes,Yes,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,60.65,Nope,Nope +Female,No,No,Yes,14,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),59.8,824.85,TV,DeviceProtection +Female,Yes,No,No,31,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),73.55,2094.65,Nope,OnlineSecurity +Female,No,No,No,7,SingleLine,DSL,Yes,No,Month-to-month,No,Electronic check,61.4,438.9,Nope,FullSecurity +Female,No,No,No,8,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),103.35,847.3,FullService,OnlineSecurity +Male,No,Yes,Yes,17,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),19.9,329.75,Nope,Nope +Male,No,Yes,Yes,32,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.45,674.55,Nope,Nope +Female,Yes,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,81.5,162.55,TV,Nope +Male,Yes,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.8,546.95,TV,Nope +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,No,Two year,No,Credit card (automatic),109.55,7887.25,FullService,FullSecurity +Female,Yes,No,No,31,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.95,3186.65,FullService,Nope +Female,No,Yes,Yes,27,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,74.4,1972.35,Nope,OnlineSecurity +Female,No,No,No,18,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),90.0,1527.35,TV,Nope +Male,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.9,490.55,Nope,DeviceProtection +Female,Yes,No,No,14,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.85,1531.4,FullService,DeviceProtection +Male,No,Yes,Yes,11,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),59.65,683.25,TV,DeviceProtection +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Bank transfer (automatic),110.45,8058.85,FullService,FullSecurity +Male,No,Yes,Yes,28,MultipleLines,Fiber optic,Yes,No,One year,No,Electronic check,106.1,2847.4,FullService,OnlineSecurity +Male,Yes,No,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),74.2,1133.9,Nope,Nope +Female,Yes,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.45,294.45,Nope,Nope +Female,No,No,No,71,MultipleLines,No,No internet service,No internet service,Two year,No,Electronic check,24.55,1719.15,Nope,Nope +Female,No,No,No,5,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,89.35,461.7,Movies,Nope +Male,No,Yes,Yes,47,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,24.55,1160.45,Nope,Nope +Male,Yes,Yes,No,57,SingleLine,Fiber optic,Yes,No,One year,Yes,Electronic check,90.65,5199.8,TV,DeviceProtection +Male,Yes,Yes,No,50,MultipleLines,Fiber optic,No,No,Two year,Yes,Credit card (automatic),105.05,5163.3,FullService,FullSecurity +Male,No,No,No,8,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.45,162.3,Nope,Nope +Female,No,Yes,Yes,48,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.55,883.35,Nope,Nope +Female,No,No,No,70,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),19.7,1341.5,Nope,Nope +Male,No,No,Yes,1,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),70.45,70.45,Movies,OnlineSecurity +Male,No,Yes,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),85.65,659.45,Movies,Nope +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,77.15,77.15,Nope,Nope +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),35.25,35.25,Movies,Nope +Male,No,Yes,Yes,60,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.55,1205.05,Nope,Nope +Male,No,Yes,Yes,49,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,97.95,4917.9,FullService,Nope +Male,No,Yes,No,4,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,48.55,201.0,FullService,Nope +Female,No,No,No,29,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.0,599.3,Nope,Nope +Female,No,Yes,No,67,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.25,1733.15,Nope,Nope +Female,No,Yes,No,53,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),98.4,5149.5,FullService,Nope +Male,No,Yes,No,67,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),70.9,4677.1,Nope,FullSecurity +Female,No,Yes,Yes,6,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,119.3,Nope,Nope +Female,No,No,No,47,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,106.35,4849.1,FullService,DeviceProtection +Female,No,No,No,53,SingleLine,Fiber optic,Yes,Yes,Two year,No,Mailed check,99.5,5424.25,Movies,FullSecurity +Male,No,Yes,No,69,SingleLine,DSL,Yes,Yes,Two year,Yes,Mailed check,84.7,5878.9,FullService,FullSecurity +Male,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,86.05,244.85,Movies,OnlineSecurity +Male,No,No,No,4,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,44.55,220.75,Nope,Nope +Male,No,Yes,Yes,56,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),75.85,4261.2,Movies,OnlineSecurity +Male,Yes,Yes,No,59,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),93.85,5574.75,FullService,Nope +Male,Yes,Yes,No,61,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.0,1501.75,Nope,Nope +Female,No,Yes,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.0,89.75,Nope,Nope +Male,Yes,Yes,Yes,46,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.7,4541.2,TV,FullSecurity +Male,No,Yes,Yes,12,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,255.5,Nope,Nope +Female,No,No,No,14,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.45,1072.0,Nope,DeviceProtection +Female,No,Yes,Yes,28,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,90.45,2509.25,Movies,Nope +Male,No,No,No,24,SingleLine,DSL,Yes,Yes,Month-to-month,No,Bank transfer (automatic),60.45,1440.75,Nope,OnlineSecurity +Male,No,No,No,31,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,55.25,1715.65,Nope,DeviceProtection +Female,No,Yes,Yes,68,MultipleLines,DSL,Yes,Yes,One year,Yes,Electronic check,78.45,5333.35,Movies,FullSecurity +Male,No,No,Yes,39,MultipleLines,Fiber optic,No,Yes,Two year,No,Mailed check,100.55,3895.35,FullService,Nope +Female,No,Yes,No,42,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,869.9,Nope,Nope +Male,No,Yes,No,13,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,54.45,706.85,FullService,OnlineSecurity +Female,No,Yes,No,6,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,90.75,512.25,Movies,Nope +Male,No,No,No,35,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),75.35,2636.05,Nope,Nope +Female,No,Yes,No,38,SingleLine,No,No internet service,No internet service,One year,Yes,Credit card (automatic),20.25,814.75,Nope,Nope +Male,No,No,No,18,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,388.6,Nope,Nope +Female,No,Yes,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,93.45,Nope,Nope +Male,No,Yes,No,27,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,53.8,1389.85,Nope,Nope +Male,No,No,Yes,41,SingleLine,DSL,Yes,No,One year,No,Mailed check,70.2,2894.55,TV,FullSecurity +Male,No,Yes,Yes,50,SingleLine,DSL,No,Yes,One year,No,Electronic check,75.5,4025.6,FullService,OnlineSecurity +Male,No,Yes,Yes,72,SingleLine,No,No internet service,No internet service,Two year,No,Electronic check,20.35,1354.4,Nope,Nope +Female,No,No,No,70,MultipleLines,No,No internet service,No internet service,One year,No,Credit card (automatic),26.05,1856.4,Nope,Nope +Male,No,Yes,Yes,44,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.6,926.0,Nope,Nope +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.7,189.2,Nope,OnlineSecurity +Female,No,Yes,Yes,34,SingleLine,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.1,682.1,Nope,Nope +Female,Yes,Yes,No,72,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,1778.7,Nope,Nope +Male,No,Yes,No,71,MultipleLines,No,No internet service,No internet service,Two year,Yes,Electronic check,24.5,1816.2,Nope,Nope +Female,No,No,No,64,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),110.5,7069.25,FullService,DeviceProtection +Female,No,Yes,No,72,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.25,1841.2,Nope,Nope +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,74.25,74.25,Nope,Nope +Male,Yes,Yes,No,29,SingleLine,Fiber optic,No,No,One year,No,Bank transfer (automatic),90.1,2656.7,Movies,FullSecurity +Female,No,Yes,No,23,SingleLine,DSL,No,Yes,One year,Yes,Bank transfer (automatic),68.75,1689.45,Movies,FullSecurity +Male,No,Yes,Yes,52,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.2,1054.75,Nope,Nope +Female,Yes,No,No,25,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.7,2187.55,Movies,Nope +Female,No,No,No,64,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.1,7334.05,FullService,FullSecurity +Female,Yes,No,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.4,1581.2,FullService,Nope +Male,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),69.5,69.5,Nope,Nope +Male,No,No,No,24,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),99.65,2404.85,FullService,Nope +Male,No,Yes,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,91.45,171.45,TV,DeviceProtection +Female,No,Yes,Yes,34,SingleLine,DSL,Yes,Yes,Two year,No,Mailed check,84.75,2839.45,FullService,FullSecurity +Male,Yes,Yes,No,36,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),85.25,3132.75,Movies,Nope +Male,No,Yes,Yes,53,MultipleLines,DSL,No,Yes,One year,Yes,Mailed check,78.75,3942.45,FullService,DeviceProtection +Female,No,Yes,Yes,47,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,873.4,Nope,Nope +Male,No,No,Yes,72,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.9,1529.65,Nope,Nope +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),97.75,6991.6,Movies,OnlineSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,19.4,Nope,Nope +Female,No,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,83.3,803.3,Movies,Nope +Female,No,No,No,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),80.1,679.3,TV,Nope +Male,Yes,No,No,45,SingleLine,DSL,No,No,One year,No,Credit card (automatic),62.7,2791.5,Movies,FullSecurity +Female,No,No,No,7,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,100.4,715.0,FullService,DeviceProtection +Female,No,Yes,No,71,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.45,1681.6,Nope,Nope +Female,Yes,No,No,41,SingleLine,Fiber optic,No,Yes,One year,Yes,Bank transfer (automatic),101.1,4016.2,FullService,DeviceProtection +Male,No,Yes,Yes,67,Nope,DSL,No,No,Two year,No,Credit card (automatic),50.9,3281.65,FullService,OnlineSecurity +Male,No,Yes,No,69,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),107.2,7317.1,Movies,FullSecurity +Female,Yes,Yes,No,70,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),92.2,6474.45,FullService,FullSecurity +Male,No,No,No,25,MultipleLines,No,No internet service,No internet service,One year,No,Bank transfer (automatic),25.3,676.35,Nope,Nope +Male,No,No,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),113.4,8164.1,FullService,FullSecurity +Male,No,Yes,Yes,34,Nope,DSL,No,Yes,Two year,Yes,Electronic check,40.55,1325.85,TV,Nope +Female,No,Yes,Yes,65,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),26.0,1654.85,Nope,Nope +Female,No,No,No,70,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),111.95,7795.95,FullService,FullSecurity +Female,No,Yes,Yes,72,Nope,DSL,No,No,Two year,Yes,Credit card (automatic),53.8,3952.45,FullService,FullSecurity +Male,No,No,Yes,35,SingleLine,DSL,No,Yes,One year,Yes,Mailed check,72.1,2495.15,FullService,Nope +Male,No,No,No,13,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,98.15,1230.25,FullService,OnlineSecurity +Female,No,Yes,No,12,MultipleLines,DSL,No,No,One year,No,Electronic check,78.85,876.75,FullService,FullSecurity +Female,No,Yes,Yes,62,SingleLine,DSL,No,Yes,One year,Yes,Bank transfer (automatic),70.75,4263.45,TV,FullSecurity +Female,No,No,No,25,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),76.15,1992.95,FullService,OnlineSecurity +Female,No,No,No,52,Nope,DSL,Yes,Yes,Two year,No,Mailed check,39.1,1982.1,Nope,OnlineSecurity +Male,Yes,No,No,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),69.95,562.7,Nope,Nope +Male,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,33.7,Nope,Nope +Female,No,Yes,Yes,56,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.05,1090.1,Nope,Nope +Female,No,No,No,12,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.45,227.45,Nope,Nope +Female,No,Yes,No,47,MultipleLines,No,No internet service,No internet service,One year,No,Electronic check,26.9,1250.85,Nope,Nope +Male,Yes,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.2,37.2,Nope,Nope +Female,No,No,No,18,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,50.0,892.7,Nope,DeviceProtection +Female,No,No,No,8,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,60.0,487.75,TV,OnlineSecurity +Male,No,Yes,No,45,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,84.55,3713.95,Nope,FullSecurity +Male,No,No,No,3,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.45,141.7,Nope,Nope +Female,No,No,No,38,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.05,678.2,Nope,Nope +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,115.55,8425.3,FullService,FullSecurity +Male,No,No,No,46,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,93.7,4154.8,Movies,OnlineSecurity +Female,No,Yes,Yes,71,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Credit card (automatic),99.0,7061.65,TV,FullSecurity +Male,No,Yes,Yes,66,Nope,DSL,No,Yes,Two year,No,Bank transfer (automatic),50.55,3364.55,FullService,Nope +Male,Yes,No,No,25,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Mailed check,105.95,2655.25,FullService,DeviceProtection +Male,No,No,No,18,MultipleLines,DSL,No,Yes,One year,Yes,Credit card (automatic),82.0,1425.45,FullService,DeviceProtection +Female,No,Yes,Yes,13,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.0,332.5,Nope,Nope +Female,No,Yes,Yes,65,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),91.55,5963.95,FullService,FullSecurity +Male,No,Yes,No,60,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,95.75,5742.9,TV,DeviceProtection +Male,No,Yes,Yes,15,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.35,278.85,Nope,Nope +Female,No,Yes,No,72,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),24.85,1871.85,Nope,Nope +Male,No,Yes,No,30,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),94.05,2866.45,FullService,Nope +Female,No,Yes,Yes,42,SingleLine,Fiber optic,No,Yes,Two year,Yes,Electronic check,100.4,4303.65,FullService,DeviceProtection +Female,No,Yes,No,71,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.0,1753.0,Nope,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,54.75,54.75,Movies,Nope +Male,Yes,No,No,39,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),95.65,3759.05,FullService,Nope +Female,No,No,No,35,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.25,617.65,Nope,Nope +Female,No,Yes,Yes,53,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.25,5935.1,FullService,DeviceProtection +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.6,94.6,FullService,Nope +Female,Yes,Yes,Yes,31,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,98.9,2911.3,FullService,DeviceProtection +Male,No,No,No,48,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.15,982.95,Nope,Nope +Female,Yes,No,Yes,30,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,101.3,2974.5,FullService,Nope +Male,No,No,No,10,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.0,198.7,Nope,Nope +Female,No,No,Yes,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.3,1275.65,FullService,DeviceProtection +Female,Yes,No,No,57,SingleLine,DSL,No,Yes,Two year,No,Bank transfer (automatic),69.85,4003.0,TV,FullSecurity +Female,No,Yes,No,58,SingleLine,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),65.25,3791.6,TV,OnlineSecurity +Female,No,No,No,37,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.8,813.3,Nope,Nope +Female,No,Yes,Yes,44,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,780.25,Nope,Nope +Male,No,No,Yes,27,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),20.05,552.9,Nope,Nope +Female,No,No,No,8,SingleLine,DSL,No,Yes,Month-to-month,No,Electronic check,49.4,408.25,Nope,Nope +Male,Yes,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.05,231.8,Nope,Nope +Female,Yes,Yes,No,25,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),88.4,2191.15,Movies,DeviceProtection +Female,No,Yes,Yes,57,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.6,5611.7,FullService,Nope +Female,No,No,No,12,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,246.25,Nope,Nope +Female,No,Yes,Yes,62,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,1296.15,Nope,Nope +Female,No,Yes,No,65,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.65,7082.85,FullService,DeviceProtection +Female,No,Yes,No,71,MultipleLines,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),80.45,5662.25,FullService,DeviceProtection +Female,No,Yes,Yes,21,SingleLine,DSL,Yes,No,One year,Yes,Credit card (automatic),58.85,1215.45,TV,Nope +Male,No,Yes,No,71,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,109.6,7854.15,FullService,FullSecurity +Female,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.15,525.0,Nope,DeviceProtection +Female,No,No,No,72,SingleLine,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),73.0,5265.2,Movies,FullSecurity +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.1,70.1,Nope,Nope +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),98.65,7129.45,Movies,DeviceProtection +Female,No,Yes,Yes,64,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,111.45,7266.95,FullService,DeviceProtection +Female,No,No,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,114.9,8496.7,FullService,FullSecurity +Female,No,No,No,29,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),100.55,2878.75,FullService,DeviceProtection +Female,No,No,No,13,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,20.4,261.3,Nope,Nope +Female,No,No,No,31,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,104.35,3205.6,FullService,OnlineSecurity +Male,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.75,69.75,Nope,Nope +Male,No,Yes,Yes,7,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,34.5,279.25,Nope,OnlineSecurity +Male,No,Yes,No,61,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.55,6281.45,FullService,DeviceProtection +Female,No,No,Yes,39,Nope,DSL,No,No,Month-to-month,No,Credit card (automatic),30.1,1131.3,Nope,DeviceProtection +Male,No,Yes,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.3,738.2,Nope,Nope +Female,No,Yes,Yes,14,MultipleLines,DSL,Yes,Yes,Month-to-month,No,Credit card (automatic),80.45,1137.05,FullService,Nope +Female,No,No,No,1,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,80.2,80.2,Nope,Nope +Female,No,Yes,Yes,67,MultipleLines,Fiber optic,No,Yes,One year,Yes,Credit card (automatic),94.35,6341.45,Movies,OnlineSecurity +Female,No,No,No,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),91.35,6697.2,FullService,FullSecurity +Male,No,Yes,Yes,6,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),44.6,260.8,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,19.6,Nope,Nope +Male,No,Yes,Yes,25,SingleLine,No,No internet service,No internet service,One year,No,Electronic check,19.9,505.45,Nope,Nope +Female,Yes,No,No,33,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,110.45,3655.45,FullService,DeviceProtection +Male,No,No,No,18,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,68.35,1299.8,TV,FullSecurity +Male,No,Yes,No,71,SingleLine,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),79.1,5564.85,FullService,DeviceProtection +Male,Yes,Yes,Yes,28,MultipleLines,DSL,No,No,One year,Yes,Electronic check,51.0,1381.8,Nope,Nope +Female,No,No,Yes,2,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),80.55,188.1,Nope,OnlineSecurity +Male,No,Yes,Yes,17,MultipleLines,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,66.7,1077.05,Nope,DeviceProtection +Male,No,No,No,56,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,86.4,4922.4,Nope,OnlineSecurity +Female,No,Yes,No,60,Nope,DSL,Yes,No,One year,No,Electronic check,50.05,2911.5,Movies,FullSecurity +Female,No,No,No,33,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.7,826.1,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Mailed check,83.4,83.4,Nope,OnlineSecurity +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),70.7,140.7,Nope,Nope +Male,No,Yes,No,63,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Credit card (automatic),84.65,5377.8,Nope,OnlineSecurity +Male,Yes,Yes,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.25,665.45,FullService,DeviceProtection +Female,No,No,No,55,SingleLine,DSL,Yes,No,Two year,Yes,Mailed check,64.75,3617.1,Movies,DeviceProtection +Female,No,Yes,No,65,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),100.15,6643.5,TV,OnlineSecurity +Male,No,Yes,No,1,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,84.8,84.8,TV,Nope +Male,No,No,No,63,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.25,1559.3,Nope,Nope +Female,Yes,Yes,No,70,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),113.0,7987.6,FullService,FullSecurity +Female,No,Yes,Yes,36,Nope,DSL,No,Yes,Two year,No,Credit card (automatic),40.65,1547.35,Nope,FullSecurity +Male,No,No,No,52,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),105.0,5426.85,FullService,DeviceProtection +Male,No,No,No,22,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,54.45,1127.35,Nope,OnlineSecurity +Male,No,No,No,22,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.95,2142.8,Movies,DeviceProtection +Female,Yes,No,No,5,SingleLine,DSL,Yes,Yes,Month-to-month,No,Credit card (automatic),59.9,287.85,Nope,OnlineSecurity +Female,No,Yes,No,47,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.3,4045.65,Movies,DeviceProtection +Female,No,No,No,33,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,83.35,2757.85,Movies,Nope +Male,No,No,No,18,Nope,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),33.5,600.0,Nope,DeviceProtection +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.8,19.8,Nope,Nope +Male,No,No,No,56,SingleLine,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),81.8,4534.45,FullService,DeviceProtection +Female,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.0,40.9,Nope,Nope +Male,No,No,No,35,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,59.6,2094.9,Nope,FullSecurity +Female,No,Yes,No,64,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.0,1584.8,Nope,Nope +Female,No,No,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),84.35,1302.65,Nope,FullSecurity +Male,No,No,No,24,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.35,2238.5,FullService,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,55.55,55.55,Movies,Nope +Female,No,Yes,Yes,70,SingleLine,DSL,No,Yes,Two year,No,Credit card (automatic),75.35,5437.75,FullService,OnlineSecurity +Male,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.75,90.75,FullService,Nope +Female,No,No,Yes,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Mailed check,89.6,365.65,TV,Nope +Female,No,No,No,39,SingleLine,DSL,No,Yes,One year,No,Electronic check,59.3,2209.15,Movies,Nope +Female,No,No,No,29,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,66.1,1912.15,Movies,OnlineSecurity +Female,No,Yes,Yes,14,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,18.8,255.55,Nope,Nope +Female,No,No,No,61,MultipleLines,DSL,No,Yes,Two year,No,Credit card (automatic),86.45,5175.3,FullService,FullSecurity +Male,No,No,Yes,13,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),52.1,670.65,Nope,OnlineSecurity +Female,No,No,No,66,Nope,DSL,Yes,Yes,Two year,Yes,Mailed check,47.4,3177.25,Nope,FullSecurity +Male,No,No,No,2,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,49.25,90.35,FullService,DeviceProtection +Female,No,Yes,No,59,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),109.15,6557.75,FullService,FullSecurity +Male,No,Yes,Yes,62,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),94.95,5791.85,TV,OnlineSecurity +Male,Yes,Yes,No,33,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Electronic check,93.55,3055.5,Movies,OnlineSecurity +Male,No,No,Yes,66,SingleLine,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),79.5,5196.1,FullService,DeviceProtection +Female,No,No,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),115.05,8405.0,FullService,FullSecurity +Male,No,No,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,Nope,Nope +Female,No,No,No,19,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,95.15,1789.25,Movies,OnlineSecurity +Female,No,Yes,Yes,51,MultipleLines,Fiber optic,No,Yes,One year,Yes,Mailed check,95.15,5000.05,TV,OnlineSecurity +Male,No,No,No,63,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,No,Electronic check,105.4,6713.2,FullService,Nope +Male,No,No,No,27,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.1,562.6,Nope,Nope +Male,No,No,No,22,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),101.35,2317.1,FullService,OnlineSecurity +Female,Yes,No,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,91.45,Nope,Nope +Male,No,Yes,Yes,42,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.7,828.85,Nope,Nope +Female,No,No,No,29,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.35,617.35,Nope,Nope +Female,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),70.05,266.9,Nope,Nope +Male,No,No,No,30,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.7,625.05,Nope,Nope +Male,No,Yes,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.65,301.4,Nope,Nope +Male,No,Yes,Yes,71,SingleLine,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),85.45,6029.9,FullService,FullSecurity +Male,No,Yes,No,46,Nope,DSL,No,Yes,Two year,No,Credit card (automatic),40.4,1842.7,Nope,FullSecurity +Male,No,No,No,4,MultipleLines,DSL,No,No,Month-to-month,No,Mailed check,50.4,206.6,Nope,Nope +Female,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,79.65,604.7,Nope,OnlineSecurity +Male,No,No,No,69,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,7386.05,FullService,Nope +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,No,Two year,No,Bank transfer (automatic),100.65,7334.05,TV,FullSecurity +Male,Yes,No,No,19,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.85,1471.75,Nope,DeviceProtection +Male,No,No,No,28,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Electronic check,91.0,2626.15,Movies,DeviceProtection +Male,No,Yes,No,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,78.75,412.1,Nope,Nope +Female,Yes,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),116.75,8277.05,FullService,FullSecurity +Male,Yes,Yes,Yes,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),80.45,583.45,TV,Nope +Female,No,No,No,7,SingleLine,DSL,No,No,One year,Yes,Electronic check,59.1,369.25,Movies,OnlineSecurity +Female,No,No,No,22,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,49.8,1049.05,Nope,OnlineSecurity +Male,No,No,No,72,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.3,1414.8,Nope,Nope +Male,No,Yes,Yes,8,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.65,169.75,Nope,Nope +Male,No,Yes,No,52,MultipleLines,DSL,Yes,Yes,One year,Yes,Credit card (automatic),81.4,4354.45,Movies,FullSecurity +Female,No,No,No,68,Nope,DSL,No,Yes,Two year,No,Mailed check,38.9,2719.2,Nope,FullSecurity +Female,No,Yes,No,71,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),87.95,6365.35,FullService,FullSecurity +Male,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,51.6,Nope,Nope +Female,Yes,No,No,34,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,96.35,3190.25,TV,Nope +Female,No,No,No,35,Nope,DSL,No,No,Month-to-month,No,Electronic check,24.15,812.5,Nope,Nope +Female,No,Yes,Yes,61,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.1,1143.8,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,44.0,44.0,Nope,Nope +Female,No,No,No,1,MultipleLines,DSL,No,No,Month-to-month,Yes,Mailed check,50.1,50.1,Nope,Nope +Female,No,Yes,Yes,53,SingleLine,DSL,No,No,One year,No,Credit card (automatic),60.6,3297.0,Movies,DeviceProtection +Female,No,Yes,No,72,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.65,1887.0,Nope,Nope +Male,No,Yes,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,76.4,151.8,Nope,DeviceProtection +Male,No,No,No,3,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,98.7,293.65,FullService,DeviceProtection +Female,Yes,No,No,13,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.8,1308.1,FullService,OnlineSecurity +Male,Yes,Yes,No,41,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,53.95,2215.4,FullService,DeviceProtection +Female,No,Yes,No,24,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),20.4,482.8,Nope,Nope +Female,No,Yes,Yes,28,SingleLine,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),90.1,2598.95,FullService,Nope +Male,No,No,No,8,Nope,DSL,No,No,Month-to-month,No,Mailed check,29.35,216.45,Nope,OnlineSecurity +Female,No,No,No,54,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Bank transfer (automatic),95.1,5064.85,Movies,DeviceProtection +Male,No,No,No,41,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.25,996.45,Nope,Nope +Female,No,Yes,No,19,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,44.9,839.65,Nope,Nope +Female,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),92.65,6733.0,FullService,FullSecurity +Male,No,No,No,62,Nope,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),43.7,2618.3,Nope,FullSecurity +Female,Yes,Yes,Yes,56,SingleLine,DSL,No,Yes,Two year,Yes,Credit card (automatic),72.6,4084.35,FullService,OnlineSecurity +Male,No,No,No,15,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,51.55,765.5,Nope,Nope +Male,Yes,No,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.25,793.55,Movies,Nope +Male,No,Yes,Yes,32,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,18.95,613.95,Nope,Nope +Male,No,No,No,21,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.5,402.85,Nope,Nope +Male,No,Yes,Yes,62,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),19.95,1244.8,Nope,Nope +Female,No,No,No,2,Nope,DSL,No,No,Month-to-month,No,Electronic check,24.5,46.4,Nope,Nope +Male,No,No,Yes,27,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.6,581.85,Nope,Nope +Male,No,No,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),94.85,462.8,FullService,Nope +Female,No,No,No,25,Nope,DSL,Yes,No,One year,No,Electronic check,61.05,1540.2,FullService,FullSecurity +Female,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.7,169.8,Movies,Nope +Male,No,No,No,49,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),106.65,5168.1,FullService,Nope +Female,No,No,No,63,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Credit card (automatic),108.25,6780.1,FullService,FullSecurity +Female,No,No,Yes,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.4,94.5,Nope,Nope +Female,No,Yes,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,55.3,55.3,TV,Nope +Male,No,No,No,11,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,208.0,Nope,Nope +Male,Yes,No,No,52,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),72.95,3829.75,Nope,Nope +Female,Yes,Yes,No,60,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,89.45,5294.6,Movies,Nope +Male,No,No,No,64,MultipleLines,Fiber optic,No,Yes,One year,Yes,Credit card (automatic),104.65,6889.8,FullService,DeviceProtection +Female,No,Yes,Yes,43,SingleLine,DSL,No,No,Two year,No,Bank transfer (automatic),75.2,3254.35,FullService,FullSecurity +Female,No,Yes,No,61,MultipleLines,Fiber optic,No,Yes,One year,No,Bank transfer (automatic),101.15,6383.9,FullService,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,44.4,44.4,Nope,Nope +Male,Yes,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.5,477.7,FullService,Nope +Male,No,No,No,66,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),68.75,4447.55,Nope,FullSecurity +Male,No,Yes,No,67,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,111.05,7321.05,FullService,FullSecurity +Female,No,Yes,No,42,SingleLine,Fiber optic,No,Yes,Two year,Yes,Credit card (automatic),99.0,4135.0,FullService,DeviceProtection +Male,Yes,Yes,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.05,86.05,TV,Nope +Female,No,Yes,Yes,31,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,21.0,697.7,Nope,Nope +Male,No,No,No,7,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,168.65,Nope,Nope +Male,No,No,No,4,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,44.55,174.3,FullService,Nope +Male,No,Yes,Yes,34,MultipleLines,DSL,No,No,One year,No,Bank transfer (automatic),77.2,2753.8,FullService,DeviceProtection +Male,No,No,No,3,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,19.45,69.25,Nope,Nope +Female,No,Yes,Yes,19,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,24.85,434.8,Nope,Nope +Male,No,Yes,Yes,31,Nope,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),35.4,1077.5,Nope,OnlineSecurity +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,95.65,95.65,FullService,Nope +Male,No,No,No,3,Nope,DSL,No,Yes,Month-to-month,No,Mailed check,41.35,107.25,Nope,FullSecurity +Male,No,Yes,No,46,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.6,851.2,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.95,20.95,Nope,Nope +Female,No,Yes,Yes,69,MultipleLines,Fiber optic,No,No,One year,No,Bank transfer (automatic),84.45,5848.6,Nope,FullSecurity +Male,No,No,No,5,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,109.8,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.65,19.65,Nope,Nope +Male,No,No,No,26,SingleLine,No,No internet service,No internet service,One year,Yes,Credit card (automatic),20.65,595.5,Nope,Nope +Female,Yes,No,No,10,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,34.7,329.8,Movies,Nope +Male,No,No,No,25,SingleLine,Fiber optic,No,Yes,Two year,No,Bank transfer (automatic),99.3,2513.5,FullService,DeviceProtection +Male,No,Yes,Yes,64,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,81.05,5135.35,Nope,OnlineSecurity +Male,No,Yes,Yes,30,MultipleLines,DSL,Yes,Yes,Month-to-month,No,Electronic check,67.6,2000.2,Nope,FullSecurity +Male,No,No,No,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.15,931.75,Nope,Nope +Female,No,Yes,No,64,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,115.0,7396.15,FullService,FullSecurity +Female,No,No,Yes,46,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),84.8,3958.85,Nope,DeviceProtection +Female,No,No,No,12,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.7,260.9,Nope,Nope +Female,No,No,No,15,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.75,297.3,Nope,Nope +Male,No,Yes,Yes,17,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,92.55,1515.1,FullService,Nope +Female,No,Yes,Yes,13,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,63.15,816.8,Movies,FullSecurity +Female,No,Yes,Yes,67,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),74.0,4868.4,TV,OnlineSecurity +Male,No,Yes,No,24,Nope,DSL,No,No,Month-to-month,No,Electronic check,29.1,688.0,Nope,DeviceProtection +Male,No,No,No,6,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,50.05,288.35,Nope,Nope +Male,Yes,Yes,No,53,MultipleLines,DSL,No,Yes,One year,Yes,Electronic check,60.05,3229.65,Nope,OnlineSecurity +Male,Yes,Yes,No,16,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),74.3,1178.25,Nope,Nope +Male,No,No,No,10,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,20.0,185.4,Nope,Nope +Female,No,No,No,13,SingleLine,Fiber optic,Yes,No,One year,Yes,Mailed check,74.65,966.25,Nope,Nope +Male,No,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.35,758.6,TV,Nope +Female,No,No,No,25,SingleLine,DSL,Yes,Yes,One year,No,Mailed check,74.3,1863.8,TV,FullSecurity +Male,Yes,No,No,7,Nope,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,44.4,265.8,Movies,Nope +Male,No,Yes,Yes,38,MultipleLines,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),85.4,3297.0,FullService,FullSecurity +Female,No,Yes,No,43,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.1,4107.3,Movies,OnlineSecurity +Female,No,No,Yes,4,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),98.1,396.3,FullService,DeviceProtection +Female,No,No,No,25,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Electronic check,108.9,2809.05,FullService,DeviceProtection +Male,No,No,Yes,27,SingleLine,DSL,Yes,No,One year,No,Mailed check,56.2,1567.55,Nope,OnlineSecurity +Male,No,Yes,Yes,72,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,26.1,1851.45,Nope,Nope +Male,No,No,Yes,71,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),85.45,6028.95,Nope,OnlineSecurity +Female,No,No,No,24,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),88.95,2072.75,TV,DeviceProtection +Female,No,No,No,50,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,109.65,5551.15,FullService,OnlineSecurity +Male,No,No,No,57,SingleLine,DSL,No,No,Two year,Yes,Bank transfer (automatic),74.35,4317.35,FullService,FullSecurity +Female,No,No,No,15,SingleLine,DSL,Yes,No,Month-to-month,No,Electronic check,48.85,736.8,Nope,Nope +Male,No,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.1,336.15,Nope,OnlineSecurity +Female,No,No,No,28,SingleLine,DSL,Yes,No,Month-to-month,No,Electronic check,56.05,1522.65,Nope,OnlineSecurity +Female,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.55,622.9,Nope,Nope +Female,No,Yes,No,55,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),89.8,4959.6,TV,OnlineSecurity +Male,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.95,329.95,FullService,DeviceProtection +Male,No,No,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.9,1048.85,FullService,DeviceProtection +Male,No,No,Yes,55,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),19.1,1001.5,Nope,Nope +Female,No,Yes,Yes,20,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,442.6,Nope,Nope +Female,No,Yes,Yes,62,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),106.05,6703.5,FullService,Nope +Male,Yes,Yes,No,32,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,104.9,3351.55,FullService,DeviceProtection +Female,No,No,No,43,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.65,779.25,Nope,Nope +Male,No,Yes,No,9,Nope,DSL,No,No,One year,No,Bank transfer (automatic),24.1,259.8,Nope,Nope +Female,No,Yes,No,60,SingleLine,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),59.85,3483.45,Nope,OnlineSecurity +Male,No,Yes,No,58,MultipleLines,DSL,Yes,No,Two year,Yes,Electronic check,86.1,4890.5,FullService,FullSecurity +Male,No,No,Yes,7,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.45,136.75,Nope,Nope +Male,No,Yes,Yes,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,97.1,184.15,FullService,OnlineSecurity +Male,Yes,No,No,37,Nope,DSL,Yes,No,Month-to-month,No,Electronic check,36.65,1315.0,Nope,DeviceProtection +Female,Yes,Yes,Yes,65,MultipleLines,Fiber optic,No,Yes,One year,Yes,Bank transfer (automatic),103.9,6767.1,FullService,DeviceProtection +Female,No,Yes,Yes,39,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.75,757.95,Nope,Nope +Male,No,Yes,No,66,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,104.05,6890.0,FullService,Nope +Male,No,No,No,68,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,24.55,1657.4,Nope,Nope +Female,No,Yes,Yes,62,Nope,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),48.7,3008.55,TV,OnlineSecurity +Male,No,No,No,3,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,88.35,262.05,TV,DeviceProtection +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Electronic check,109.55,8165.1,FullService,FullSecurity +Female,No,Yes,No,41,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.65,875.55,Nope,Nope +Male,No,Yes,Yes,29,SingleLine,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),94.65,2649.15,FullService,OnlineSecurity +Female,No,No,No,4,SingleLine,DSL,Yes,No,Month-to-month,No,Electronic check,55.2,220.65,Nope,OnlineSecurity +Male,No,No,No,53,MultipleLines,No,No internet service,No internet service,One year,No,Bank transfer (automatic),24.05,1301.9,Nope,Nope +Male,Yes,Yes,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.4,74.4,Nope,Nope +Female,No,Yes,Yes,41,MultipleLines,DSL,Yes,Yes,Month-to-month,No,Credit card (automatic),79.9,3326.2,Movies,FullSecurity +Male,No,Yes,No,39,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.45,790.0,Nope,Nope +Male,No,Yes,No,63,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.25,1237.65,Nope,Nope +Male,No,No,No,15,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,26.35,378.6,Nope,Nope +Female,No,Yes,No,13,SingleLine,DSL,No,No,One year,No,Electronic check,43.8,592.65,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,50.15,50.15,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.45,20.45,Nope,Nope +Male,Yes,No,No,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.7,560.85,Nope,Nope +Male,No,No,No,60,SingleLine,DSL,Yes,No,Two year,No,Electronic check,61.4,3638.25,Nope,FullSecurity +Female,Yes,Yes,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,98.1,1060.2,TV,DeviceProtection +Male,No,Yes,No,40,MultipleLines,DSL,Yes,Yes,One year,No,Credit card (automatic),70.75,2921.75,TV,Nope +Female,No,No,No,66,SingleLine,DSL,Yes,No,Two year,Yes,Bank transfer (automatic),61.15,4017.45,Nope,FullSecurity +Male,No,Yes,Yes,42,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.25,854.9,Nope,Nope +Female,Yes,No,No,66,MultipleLines,DSL,Yes,Yes,One year,Yes,Credit card (automatic),63.85,4174.35,Nope,OnlineSecurity +Male,No,No,No,49,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,98.7,4920.55,FullService,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,Nope,Nope +Female,No,No,No,41,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.0,810.3,Nope,Nope +Female,No,Yes,Yes,41,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.3,772.4,Nope,Nope +Female,No,Yes,Yes,23,SingleLine,Fiber optic,Yes,Yes,Month-to-month,No,Mailed check,84.4,1936.85,Nope,OnlineSecurity +Male,No,No,No,3,Nope,DSL,No,No,Month-to-month,No,Electronic check,25.1,79.8,Nope,Nope +Female,No,No,No,4,Nope,DSL,No,Yes,Month-to-month,No,Mailed check,48.25,202.25,Movies,FullSecurity +Female,No,Yes,Yes,52,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.85,1070.5,Nope,Nope +Female,Yes,Yes,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.6,347.65,FullService,OnlineSecurity +Female,No,No,No,11,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,999.9,Movies,DeviceProtection +Female,No,Yes,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,62.15,113.1,Movies,OnlineSecurity +Female,No,Yes,No,26,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),79.3,2015.8,Nope,Nope +Male,No,Yes,Yes,24,SingleLine,DSL,No,No,One year,Yes,Credit card (automatic),56.25,1454.25,Nope,FullSecurity +Female,No,No,No,12,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,246.7,Nope,Nope +Male,Yes,Yes,No,60,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,99.0,6017.9,FullService,Nope +Female,No,Yes,Yes,64,MultipleLines,DSL,Yes,Yes,Two year,Yes,Mailed check,90.6,5817.45,FullService,FullSecurity +Male,No,Yes,No,66,SingleLine,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.9,5595.3,FullService,FullSecurity +Female,No,No,No,60,MultipleLines,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),79.2,4765.0,Nope,DeviceProtection +Male,No,Yes,Yes,17,MultipleLines,DSL,No,No,One year,Yes,Bank transfer (automatic),70.35,1201.65,TV,FullSecurity +Male,No,Yes,Yes,42,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.35,867.3,Nope,Nope +Male,No,No,No,1,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,50.15,50.15,Nope,Nope +Female,No,Yes,Yes,47,SingleLine,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),63.8,3007.25,Movies,Nope +Female,No,Yes,No,10,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,252.75,Nope,Nope +Male,Yes,Yes,No,70,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),88.55,6306.5,FullService,FullSecurity +Male,Yes,No,No,67,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),101.4,6841.05,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.95,81.95,Movies,Nope +Male,No,Yes,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.35,451.1,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,44.6,44.6,Nope,Nope +Male,No,No,No,4,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),63.75,226.2,TV,Nope +Female,No,Yes,Yes,66,MultipleLines,Fiber optic,Yes,No,Two year,No,Bank transfer (automatic),109.25,7082.5,FullService,FullSecurity +Female,No,No,No,12,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,84.6,1017.35,Movies,Nope +Female,No,No,No,24,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),20.45,527.35,Nope,Nope +Male,No,No,No,26,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,85.75,2146.5,TV,Nope +Female,No,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,91.1,455.3,FullService,Nope +Male,No,Yes,No,57,MultipleLines,Fiber optic,No,Yes,Two year,No,Electronic check,107.95,5969.85,FullService,DeviceProtection +Male,No,Yes,No,14,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.1,1235.55,TV,Nope +Female,No,Yes,Yes,42,MultipleLines,No,No internet service,No internet service,Two year,No,Electronic check,22.95,1014.25,Nope,Nope +Male,No,No,No,25,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),94.7,2362.1,FullService,Nope +Female,No,Yes,No,64,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,1225.65,Nope,Nope +Male,No,Yes,No,22,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.1,1873.7,Movies,Nope +Male,No,No,No,19,SingleLine,No,No internet service,No internet service,One year,Yes,Credit card (automatic),19.7,386.5,Nope,Nope +Female,No,Yes,Yes,61,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.15,6010.05,FullService,Nope +Male,No,Yes,No,22,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),87.0,1850.65,TV,DeviceProtection +Male,Yes,Yes,No,70,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,102.95,7101.5,FullService,DeviceProtection +Male,No,No,No,12,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),79.95,1043.4,Movies,Nope +Female,No,Yes,No,31,SingleLine,DSL,No,Yes,One year,Yes,Electronic check,64.0,1910.75,Movies,OnlineSecurity +Female,No,No,No,11,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,64.9,716.1,FullService,Nope +Male,No,Yes,Yes,68,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.75,1686.15,Nope,Nope +Female,Yes,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),90.15,6716.45,FullService,FullSecurity +Male,Yes,No,No,67,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),116.1,7839.85,FullService,FullSecurity +Female,No,No,No,60,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),104.95,6236.75,FullService,FullSecurity +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.05,45.05,Nope,Nope +Female,Yes,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,71.0,71.0,Nope,Nope +Male,No,Yes,Yes,58,Nope,DSL,Yes,No,One year,No,Mailed check,50.0,2919.85,TV,FullSecurity +Female,Yes,Yes,Yes,47,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),70.55,3309.25,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.7,79.7,Movies,Nope +Male,No,No,No,22,MultipleLines,DSL,Yes,No,Month-to-month,No,Electronic check,59.0,1254.7,Nope,OnlineSecurity +Female,No,No,No,48,SingleLine,DSL,No,Yes,One year,Yes,Credit card (automatic),60.35,2896.4,Nope,FullSecurity +Female,No,Yes,No,37,SingleLine,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,717.5,Nope,Nope +Male,No,No,No,13,SingleLine,No,No internet service,No internet service,One year,Yes,Electronic check,19.95,253.8,Nope,Nope +Male,No,No,No,43,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.45,1110.05,Nope,Nope +Female,No,No,No,6,Nope,DSL,Yes,Yes,Two year,Yes,Mailed check,63.4,348.8,FullService,FullSecurity +Male,No,No,No,71,Nope,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),53.95,3888.65,TV,FullSecurity +Female,Yes,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.25,69.25,Nope,Nope +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Electronic check,95.1,6843.15,TV,OnlineSecurity +Female,Yes,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.1,450.9,Nope,OnlineSecurity +Male,No,Yes,Yes,12,Nope,DSL,Yes,Yes,Month-to-month,No,Mailed check,35.5,432.25,Nope,Nope +Male,No,No,No,25,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,70.95,1767.35,Nope,Nope +Female,No,Yes,No,21,SingleLine,Fiber optic,No,Yes,One year,No,Electronic check,79.2,1742.45,Nope,DeviceProtection +Female,No,Yes,Yes,6,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,48.8,297.35,Nope,Nope +Male,No,Yes,No,20,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,89.0,1820.45,FullService,Nope +Male,No,Yes,No,18,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.4,1742.95,FullService,OnlineSecurity +Female,No,No,No,43,SingleLine,DSL,Yes,Yes,One year,No,Electronic check,55.45,2444.25,Nope,Nope +Female,No,Yes,Yes,35,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.4,949.8,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),73.5,73.5,Nope,DeviceProtection +Male,Yes,Yes,No,32,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,93.5,2970.8,Movies,DeviceProtection +Male,No,No,No,52,Nope,DSL,Yes,Yes,Two year,No,Credit card (automatic),63.9,3334.95,FullService,FullSecurity +Male,No,No,No,32,SingleLine,DSL,No,No,One year,Yes,Bank transfer (automatic),64.85,2010.95,FullService,Nope +Female,No,Yes,Yes,72,Nope,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),63.8,4684.3,FullService,FullSecurity +Male,No,No,No,51,Nope,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),44.45,2181.55,Movies,OnlineSecurity +Male,No,Yes,Yes,68,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.95,1303.25,Nope,Nope +Male,Yes,Yes,No,8,Nope,DSL,Yes,No,Month-to-month,Yes,Mailed check,43.35,371.4,Movies,DeviceProtection +Male,No,Yes,No,49,Nope,DSL,Yes,No,Two year,No,Credit card (automatic),49.65,2409.9,FullService,Nope +Female,No,Yes,No,72,SingleLine,DSL,Yes,Yes,Two year,No,Mailed check,85.1,6155.4,FullService,FullSecurity +Male,No,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.5,829.1,FullService,Nope +Female,No,Yes,No,28,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,92.35,2602.9,FullService,OnlineSecurity +Male,No,No,No,54,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,89.8,4667.0,TV,FullSecurity +Male,No,No,No,11,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,74.55,824.75,Nope,Nope +Female,No,Yes,Yes,50,SingleLine,Fiber optic,No,Yes,One year,No,Mailed check,103.05,5153.5,FullService,DeviceProtection +Female,No,Yes,No,69,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,116.0,8182.85,FullService,FullSecurity +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,Nope,Nope +Male,No,Yes,Yes,68,SingleLine,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),95.1,6683.4,Movies,OnlineSecurity +Male,No,No,Yes,40,Nope,DSL,Yes,Yes,One year,No,Mailed check,40.25,1564.05,Nope,OnlineSecurity +Male,No,Yes,Yes,31,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.75,755.6,Nope,Nope +Female,Yes,No,Yes,33,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),105.35,3465.05,FullService,DeviceProtection +Male,Yes,Yes,No,55,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,113.6,6292.7,FullService,DeviceProtection +Male,No,Yes,Yes,68,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.0,1664.3,Nope,Nope +Female,No,Yes,Yes,12,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,198.1,Nope,Nope +Male,No,Yes,No,71,SingleLine,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.1,6045.9,FullService,FullSecurity +Male,No,No,No,40,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,102.65,4108.15,FullService,DeviceProtection +Female,No,Yes,Yes,64,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,92.85,5980.75,Movies,DeviceProtection +Male,No,Yes,No,53,MultipleLines,Fiber optic,Yes,Yes,One year,No,Bank transfer (automatic),97.75,5043.2,Movies,Nope +Male,Yes,No,No,12,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Mailed check,83.8,1029.75,Nope,DeviceProtection +Male,Yes,No,No,53,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,54.45,2854.55,FullService,DeviceProtection +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Credit card (automatic),97.95,7114.25,TV,FullSecurity +Male,No,No,No,46,SingleLine,No,No internet service,No internet service,Two year,No,Electronic check,19.95,907.05,Nope,Nope +Male,No,No,No,40,MultipleLines,No,No internet service,No internet service,Two year,Yes,Mailed check,24.6,973.95,Nope,Nope +Male,No,No,No,12,Nope,DSL,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),50.95,605.75,TV,OnlineSecurity +Male,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,75.6,661.55,Nope,OnlineSecurity +Female,No,Yes,Yes,51,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,80.75,4116.9,Nope,Nope +Male,No,Yes,Yes,49,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),90.4,4494.65,TV,DeviceProtection +Male,Yes,Yes,No,41,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.8,4259.3,FullService,DeviceProtection +Female,No,No,No,56,SingleLine,DSL,No,Yes,One year,Yes,Credit card (automatic),60.25,3282.75,Nope,FullSecurity +Male,No,No,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.2,55.7,Nope,Nope +Male,No,Yes,No,20,SingleLine,DSL,No,Yes,One year,Yes,Mailed check,64.15,1274.45,Movies,OnlineSecurity +Female,No,Yes,Yes,26,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.25,493.95,Nope,Nope +Female,No,Yes,Yes,20,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),105.85,2239.65,FullService,DeviceProtection +Female,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,75.45,480.75,Nope,Nope +Male,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.85,635.6,FullService,Nope +Male,No,No,No,51,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.0,5038.15,FullService,DeviceProtection +Female,No,No,No,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,80.3,324.2,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.55,19.55,Nope,Nope +Male,No,Yes,Yes,27,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,No,Electronic check,100.75,2793.55,TV,OnlineSecurity +Male,No,No,No,22,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.75,2095.0,FullService,OnlineSecurity +Male,No,No,No,12,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,53.75,648.65,Nope,Nope +Female,No,Yes,Yes,3,Nope,DSL,No,Yes,Month-to-month,Yes,Mailed check,31.0,95.05,Nope,Nope +Female,No,Yes,Yes,34,MultipleLines,No,No internet service,No internet service,One year,Yes,Credit card (automatic),25.6,917.15,Nope,Nope +Male,No,Yes,No,24,MultipleLines,DSL,No,Yes,One year,Yes,Electronic check,58.35,1346.9,Nope,OnlineSecurity +Male,No,No,No,51,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),80.0,4242.35,Nope,DeviceProtection +Female,Yes,No,No,14,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,46.35,672.7,FullService,Nope +Male,No,Yes,No,59,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Electronic check,113.75,6561.25,FullService,FullSecurity +Male,No,No,No,3,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,90.4,268.45,Movies,DeviceProtection +Female,No,Yes,Yes,65,MultipleLines,Fiber optic,No,Yes,Two year,No,Electronic check,109.3,7337.55,FullService,FullSecurity +Male,Yes,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.25,331.9,Nope,Nope +Female,No,Yes,Yes,59,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),90.3,5194.05,FullService,FullSecurity +Male,No,Yes,Yes,72,Nope,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),65.25,4478.85,FullService,FullSecurity +Female,No,Yes,Yes,62,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.15,6283.3,FullService,DeviceProtection +Male,No,No,No,28,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),94.5,2659.4,Movies,OnlineSecurity +Male,No,No,No,3,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,60.65,196.9,Movies,Nope +Male,No,No,Yes,19,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),24.1,439.2,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.5,19.5,Nope,Nope +Male,No,No,No,24,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,85.95,2107.15,Nope,DeviceProtection +Male,Yes,No,No,57,SingleLine,DSL,No,Yes,One year,Yes,Electronic check,53.5,3035.8,Nope,DeviceProtection +Female,No,No,No,72,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.45,1866.45,Nope,Nope +Male,No,No,No,67,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.5,1430.95,Nope,Nope +Male,No,Yes,Yes,52,SingleLine,No,No internet service,No internet service,One year,Yes,Credit card (automatic),20.85,1071.6,Nope,Nope +Male,No,Yes,Yes,71,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),89.9,6457.15,FullService,FullSecurity +Female,No,Yes,No,26,MultipleLines,No,No internet service,No internet service,One year,No,Mailed check,26.0,684.05,Nope,Nope +Female,No,No,No,35,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Mailed check,113.2,3914.05,FullService,FullSecurity +Female,No,Yes,Yes,55,SingleLine,Fiber optic,No,No,Two year,Yes,Credit card (automatic),69.05,3842.6,Nope,Nope +Female,No,Yes,Yes,33,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.1,670.35,Nope,Nope +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Electronic check,109.65,7880.25,FullService,FullSecurity +Male,No,No,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.2,19.2,Nope,Nope +Male,No,No,No,10,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,33.9,298.45,Movies,Nope +Female,Yes,Yes,No,37,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Electronic check,90.0,3371.75,TV,DeviceProtection +Male,No,No,No,12,Nope,DSL,Yes,Yes,Month-to-month,No,Mailed check,34.0,442.45,Nope,Nope +Male,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.4,20.4,Nope,Nope +Male,No,Yes,No,62,Nope,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),38.6,2345.55,Nope,OnlineSecurity +Female,No,No,No,1,Nope,DSL,No,No,Month-to-month,No,Bank transfer (automatic),25.25,25.25,Nope,Nope +Female,No,No,No,18,MultipleLines,DSL,No,No,Month-to-month,Yes,Mailed check,60.6,1156.35,Nope,FullSecurity +Male,Yes,Yes,No,69,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.95,6143.15,TV,Nope +Male,No,No,No,2,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,74.75,144.8,Nope,Nope +Male,No,Yes,Yes,19,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,414.95,Nope,Nope +Male,No,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.45,1059.55,TV,Nope +Male,No,No,No,9,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,181.8,Nope,Nope +Male,No,No,No,27,SingleLine,DSL,No,Yes,One year,No,Electronic check,81.7,2212.55,FullService,FullSecurity +Male,No,No,Yes,27,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,79.5,2180.55,Nope,Nope +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,89.15,89.15,FullService,Nope +Female,Yes,No,No,24,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,459.95,Nope,Nope +Male,Yes,No,No,14,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.95,1036.75,Nope,Nope +Female,Yes,No,No,32,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,74.4,2276.95,Nope,Nope +Female,No,No,No,11,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.0,211.95,Nope,Nope +Male,No,No,No,1,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.0,25.0,Nope,Nope +Male,Yes,No,Yes,38,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,80.45,3162.65,Nope,OnlineSecurity +Female,No,Yes,Yes,9,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.75,210.65,Nope,Nope +Male,No,Yes,Yes,54,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),65.65,3566.7,Nope,OnlineSecurity +Female,No,No,No,29,MultipleLines,DSL,No,No,One year,Yes,Credit card (automatic),71.0,2080.1,FullService,Nope +Male,Yes,Yes,No,44,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.2,4040.2,TV,DeviceProtection +Male,No,Yes,Yes,59,SingleLine,DSL,Yes,Yes,Two year,Yes,Electronic check,86.75,5186.0,FullService,FullSecurity +Female,No,No,No,3,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,55.3,196.15,Movies,Nope +Female,No,Yes,Yes,18,SingleLine,DSL,Yes,Yes,One year,Yes,Mailed check,61.5,1087.45,Nope,OnlineSecurity +Male,Yes,No,No,67,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.1,1672.15,Nope,Nope +Female,No,Yes,Yes,22,SingleLine,DSL,Yes,Yes,Month-to-month,No,Electronic check,55.15,1206.05,Nope,Nope +Male,No,No,Yes,33,Nope,DSL,No,Yes,One year,No,Credit card (automatic),34.05,1113.95,Nope,OnlineSecurity +Male,No,No,No,5,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,107.05,Nope,Nope +Female,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,38.15,Nope,Nope +Male,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),89.7,6339.3,FullService,FullSecurity +Male,No,No,Yes,9,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,184.1,Nope,Nope +Male,No,Yes,Yes,67,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,26.3,1688.9,Nope,Nope +Female,No,Yes,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.95,1378.25,TV,Nope +Female,No,No,No,8,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.7,137.6,Nope,Nope +Male,No,No,No,5,Nope,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,43.25,219.0,Nope,FullSecurity +Male,No,Yes,Yes,23,MultipleLines,DSL,No,No,One year,Yes,Credit card (automatic),48.35,1067.15,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.55,79.55,TV,Nope +Female,Yes,Yes,No,50,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,71.05,3444.85,Nope,Nope +Male,No,No,No,17,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,369.05,Nope,Nope +Female,No,Yes,No,68,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),110.8,7553.6,FullService,FullSecurity +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,84.5,84.5,TV,Nope +Female,Yes,Yes,No,25,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.3,1813.1,Nope,Nope +Male,No,No,No,67,Nope,DSL,No,Yes,One year,Yes,Bank transfer (automatic),49.35,3321.35,TV,FullSecurity +Male,No,No,No,32,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),20.35,707.5,Nope,Nope +Female,Yes,Yes,No,67,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,105.6,7112.15,FullService,OnlineSecurity +Male,Yes,Yes,No,72,Nope,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),64.45,4641.1,FullService,FullSecurity +Male,No,Yes,No,71,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),108.6,7690.9,FullService,DeviceProtection +Male,No,No,Yes,1,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,49.9,49.9,Nope,Nope +Male,No,No,No,46,Nope,DSL,Yes,No,Month-to-month,No,Bank transfer (automatic),30.3,1380.1,Nope,Nope +Female,Yes,No,No,2,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,30.4,78.65,Nope,DeviceProtection +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.4,45.4,Nope,Nope +Female,No,Yes,No,48,SingleLine,DSL,Yes,No,One year,Yes,Electronic check,65.65,3094.65,Movies,DeviceProtection +Female,No,Yes,No,61,MultipleLines,Fiber optic,No,Yes,One year,Yes,Bank transfer (automatic),103.3,6518.35,FullService,DeviceProtection +Female,No,Yes,No,32,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),84.15,2585.95,Movies,Nope +Female,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,44.45,82.7,Nope,Nope +Female,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,58.85,Nope,Nope +Female,No,No,No,5,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),85.4,425.9,Movies,Nope +Female,No,Yes,Yes,71,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),89.9,6342.7,FullService,FullSecurity +Male,No,Yes,No,37,MultipleLines,DSL,No,No,Month-to-month,Yes,Mailed check,55.05,2030.75,Nope,OnlineSecurity +Male,No,Yes,Yes,65,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Bank transfer (automatic),104.1,6700.05,FullService,DeviceProtection +Female,No,No,Yes,67,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),106.6,7244.7,FullService,Nope +Male,No,No,Yes,49,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),75.2,3678.3,Nope,Nope +Male,No,Yes,Yes,50,MultipleLines,DSL,No,Yes,Two year,Yes,Credit card (automatic),70.5,3486.65,TV,OnlineSecurity +Male,No,Yes,Yes,25,SingleLine,No,No internet service,No internet service,One year,No,Electronic check,19.6,411.15,Nope,Nope +Female,No,No,Yes,17,MultipleLines,DSL,No,No,One year,Yes,Mailed check,55.85,937.5,Nope,DeviceProtection +Female,No,Yes,Yes,64,MultipleLines,No,No internet service,No internet service,Two year,Yes,Mailed check,24.05,1559.15,Nope,Nope +Male,No,Yes,No,25,Nope,DSL,No,No,One year,Yes,Credit card (automatic),38.1,970.4,TV,DeviceProtection +Male,Yes,No,No,23,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,106.4,2483.5,FullService,DeviceProtection +Male,Yes,Yes,No,24,Nope,DSL,No,Yes,Month-to-month,No,Mailed check,34.25,828.2,Nope,DeviceProtection +Female,No,No,No,37,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.05,3810.55,FullService,DeviceProtection +Female,No,No,No,21,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,68.65,1493.2,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.8,45.8,Nope,Nope +Female,No,No,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,75.75,777.3,Nope,Nope +Male,No,No,No,6,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,84.4,556.35,Movies,Nope +Male,No,Yes,No,51,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),96.4,4911.05,Movies,OnlineSecurity +Female,No,No,No,10,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,187.35,Nope,Nope +Female,No,No,No,6,Nope,DSL,Yes,Yes,Month-to-month,No,Credit card (automatic),50.95,307.6,Movies,OnlineSecurity +Male,No,Yes,Yes,47,MultipleLines,DSL,Yes,Yes,Two year,Yes,Mailed check,90.5,4318.35,FullService,FullSecurity +Female,No,Yes,Yes,61,MultipleLines,DSL,Yes,Yes,One year,Yes,Electronic check,79.4,4820.55,Movies,FullSecurity +Female,No,No,No,52,Nope,DSL,Yes,No,Two year,Yes,Bank transfer (automatic),58.75,3038.55,FullService,FullSecurity +Female,No,Yes,Yes,35,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),59.45,2136.9,Nope,OnlineSecurity +Male,No,Yes,No,71,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),105.7,7472.15,FullService,DeviceProtection +Female,No,No,No,6,SingleLine,DSL,Yes,No,Month-to-month,No,Electronic check,56.25,389.1,Nope,OnlineSecurity +Male,No,Yes,No,45,SingleLine,DSL,No,No,Two year,No,Credit card (automatic),53.3,2296.25,Nope,FullSecurity +Female,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.55,187.45,TV,Nope +Female,No,No,No,4,SingleLine,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),68.65,261.25,FullService,Nope +Male,No,No,No,2,Nope,DSL,No,No,Month-to-month,No,Mailed check,24.3,38.45,Nope,Nope +Male,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,77.85,299.2,TV,Nope +Male,No,No,No,51,MultipleLines,DSL,No,Yes,One year,No,Credit card (automatic),59.9,3043.6,Nope,OnlineSecurity +Male,No,Yes,Yes,60,MultipleLines,No,No internet service,No internet service,One year,No,Credit card (automatic),23.95,1506.4,Nope,Nope +Male,No,No,No,9,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,20.15,163.7,Nope,Nope +Male,No,No,No,3,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),105.35,323.25,FullService,DeviceProtection +Male,No,No,No,17,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.65,1640.0,Movies,DeviceProtection +Female,No,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,87.05,762.1,TV,Nope +Male,No,Yes,Yes,46,SingleLine,DSL,No,Yes,Two year,No,Mailed check,81.0,3846.35,FullService,FullSecurity +Female,No,No,No,68,SingleLine,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),82.45,5646.6,FullService,FullSecurity +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,53.5,53.5,TV,Nope +Female,No,Yes,No,4,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,79.05,Nope,Nope +Female,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,25.1,25.1,Nope,Nope +Male,No,No,Yes,28,SingleLine,DSL,Yes,Yes,One year,Yes,Credit card (automatic),54.4,1516.6,Nope,Nope +Female,No,No,No,39,SingleLine,DSL,Yes,No,One year,Yes,Credit card (automatic),58.6,2224.5,TV,Nope +Male,No,No,No,11,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,84.8,888.75,Movies,DeviceProtection +Female,No,Yes,No,71,Nope,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),61.4,4310.35,FullService,DeviceProtection +Male,No,No,Yes,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,42.9,Nope,Nope +Male,Yes,Yes,No,30,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,79.65,2365.15,Nope,DeviceProtection +Female,No,No,No,17,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.15,353.65,Nope,Nope +Female,No,Yes,No,55,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),94.45,5073.1,TV,DeviceProtection +Female,No,No,No,58,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),79.8,4526.85,Nope,OnlineSecurity +Female,No,No,No,5,SingleLine,DSL,No,Yes,Month-to-month,No,Electronic check,54.2,308.25,Nope,OnlineSecurity +Female,Yes,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.45,19.45,Nope,Nope +Male,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.05,678.45,Nope,Nope +Male,No,No,No,26,SingleLine,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),49.15,1237.3,Nope,Nope +Female,No,No,No,50,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1023.95,Nope,Nope +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),113.65,8182.75,FullService,FullSecurity +Female,No,No,Yes,43,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),106.0,4532.3,FullService,OnlineSecurity +Male,No,No,No,56,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.95,1444.05,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.1,19.1,Nope,Nope +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Electronic check,103.4,7372.65,FullService,DeviceProtection +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),100.55,7325.1,Movies,OnlineSecurity +Male,No,Yes,No,36,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.4,3474.2,FullService,Nope +Male,No,No,No,5,SingleLine,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),75.15,392.65,FullService,DeviceProtection +Female,No,No,No,13,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,84.45,1058.6,Nope,DeviceProtection +Female,Yes,No,No,44,SingleLine,Fiber optic,Yes,No,One year,No,Credit card (automatic),89.15,3990.75,Movies,DeviceProtection +Female,Yes,Yes,Yes,70,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,107.9,7475.85,FullService,DeviceProtection +Male,No,No,No,44,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.5,835.5,Nope,Nope +Female,Yes,Yes,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),85.95,2628.6,TV,Nope +Female,No,Yes,No,69,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.95,1718.35,Nope,Nope +Female,Yes,No,No,16,SingleLine,DSL,No,Yes,Month-to-month,No,Electronic check,59.4,1023.9,TV,Nope +Male,Yes,Yes,Yes,68,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),19.5,1193.55,Nope,Nope +Male,No,No,No,16,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),69.95,1205.5,Nope,Nope +Male,No,Yes,Yes,68,SingleLine,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),82.85,5776.45,FullService,OnlineSecurity +Male,No,No,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.0,78.9,Nope,Nope +Female,No,Yes,Yes,26,Nope,DSL,Yes,Yes,Month-to-month,No,Credit card (automatic),38.85,1025.15,Nope,OnlineSecurity +Female,No,No,No,29,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,30.6,856.35,Nope,Nope +Male,No,No,Yes,5,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,122.0,Nope,Nope +Male,No,Yes,No,70,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),95.0,6602.9,TV,DeviceProtection +Male,No,Yes,No,24,SingleLine,DSL,No,Yes,One year,No,Bank transfer (automatic),74.4,1712.9,FullService,OnlineSecurity +Female,Yes,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),78.45,5682.25,Movies,FullSecurity +Male,No,No,No,1,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,74.3,74.3,Nope,Nope +Male,No,Yes,No,70,Nope,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),51.05,3635.15,Movies,DeviceProtection +Female,No,Yes,Yes,36,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.2,702.9,Nope,Nope +Female,Yes,No,No,38,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,99.55,3734.25,FullService,Nope +Female,No,No,No,17,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.0,1144.5,Nope,Nope +Female,No,Yes,Yes,41,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),109.1,4454.25,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.3,45.3,Nope,Nope +Male,No,No,No,2,Nope,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),29.85,75.6,Nope,Nope +Male,No,No,No,14,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,76.45,1117.55,Nope,DeviceProtection +Male,Yes,No,No,2,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.1,180.25,Movies,DeviceProtection +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.8,19.8,Nope,Nope +Male,No,Yes,Yes,13,MultipleLines,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,72.8,930.05,TV,DeviceProtection +Male,No,No,No,6,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,18.95,110.15,Nope,Nope +Female,No,No,No,4,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),76.65,333.6,Nope,Nope +Female,No,Yes,Yes,5,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Mailed check,99.15,465.05,FullService,Nope +Female,No,Yes,No,15,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,101.75,1669.4,FullService,FullSecurity +Female,No,No,No,47,SingleLine,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),75.45,3545.1,Nope,OnlineSecurity +Female,No,No,No,8,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,64.1,504.05,Movies,DeviceProtection +Male,No,No,No,17,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,25.65,440.2,Nope,Nope +Male,No,Yes,Yes,15,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,75.1,1151.55,Nope,OnlineSecurity +Female,No,No,No,26,SingleLine,Fiber optic,No,Yes,One year,Yes,Bank transfer (automatic),95.85,2475.35,Movies,FullSecurity +Female,No,No,No,23,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,54.4,1249.25,Nope,OnlineSecurity +Female,Yes,No,No,4,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,72.75,317.75,Nope,Nope +Male,No,No,Yes,29,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.85,535.05,Nope,Nope +Female,No,No,No,25,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,461.3,Nope,Nope +Male,No,No,No,9,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,44.95,431.0,Nope,Nope +Male,No,Yes,No,18,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,49.55,878.35,Nope,DeviceProtection +Male,Yes,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.85,335.75,FullService,Nope +Female,No,Yes,Yes,69,Nope,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),46.25,3121.4,Nope,FullSecurity +Male,No,No,No,14,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.35,324.8,Nope,Nope +Male,No,No,No,19,MultipleLines,DSL,No,No,Month-to-month,No,Mailed check,69.6,1394.55,FullService,Nope +Male,Yes,No,No,39,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,90.7,3413.25,Movies,Nope +Male,No,No,No,31,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.4,3143.65,FullService,DeviceProtection +Male,No,Yes,Yes,24,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.25,439.75,Nope,Nope +Male,No,Yes,No,14,SingleLine,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),48.8,664.4,Nope,Nope +Female,No,Yes,No,64,SingleLine,DSL,Yes,Yes,Two year,Yes,Mailed check,74.35,4759.55,Movies,FullSecurity +Female,No,No,No,50,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,19.35,1033.0,Nope,Nope +Male,No,Yes,Yes,52,SingleLine,DSL,Yes,Yes,One year,Yes,Electronic check,68.75,3482.85,TV,DeviceProtection +Male,No,No,No,28,MultipleLines,Fiber optic,Yes,No,One year,No,Electronic check,100.2,2688.45,FullService,Nope +Female,No,No,No,21,SingleLine,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.85,435.25,Nope,Nope +Male,No,No,Yes,25,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,95.9,2448.75,FullService,Nope +Female,No,Yes,No,17,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.35,307.0,Nope,Nope +Male,No,Yes,No,58,Nope,DSL,No,No,One year,Yes,Credit card (automatic),45.0,2689.35,FullService,Nope +Male,Yes,Yes,No,17,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),81.5,1329.2,Movies,Nope +Female,No,Yes,No,51,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.5,1281.25,Nope,Nope +Male,No,Yes,Yes,72,Nope,DSL,No,Yes,Two year,No,Mailed check,48.9,3527.0,TV,FullSecurity +Male,No,Yes,No,52,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,84.1,4348.65,TV,OnlineSecurity +Female,No,No,No,27,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,19.6,561.15,Nope,Nope +Female,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,63.6,Nope,Nope +Female,No,Yes,No,64,MultipleLines,DSL,Yes,Yes,Two year,Yes,Mailed check,81.3,5129.3,Movies,FullSecurity +Female,No,Yes,No,45,SingleLine,Fiber optic,No,Yes,Two year,Yes,Credit card (automatic),95.2,4285.8,FullService,Nope +Male,Yes,Yes,No,3,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,36.45,93.7,TV,Nope +Female,No,Yes,No,71,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),83.3,5894.5,FullService,DeviceProtection +Female,Yes,No,No,1,Nope,DSL,No,No,Month-to-month,No,Mailed check,25.05,25.05,Nope,Nope +Female,No,Yes,Yes,58,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.3,1160.75,Nope,Nope +Male,No,Yes,Yes,34,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.85,3091.75,TV,DeviceProtection +Female,No,No,No,8,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,49.85,365.55,Nope,OnlineSecurity +Female,No,Yes,Yes,15,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.8,272.95,Nope,Nope +Male,No,Yes,Yes,66,Nope,DSL,No,Yes,Two year,No,Bank transfer (automatic),54.65,3632.0,FullService,DeviceProtection +Male,Yes,No,No,12,Nope,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),29.35,381.2,Nope,Nope +Male,No,No,No,58,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.15,1035.5,Nope,Nope +Female,No,Yes,Yes,3,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.1,52.0,Nope,Nope +Female,Yes,Yes,No,43,Nope,DSL,Yes,No,Month-to-month,No,Credit card (automatic),55.55,2342.2,FullService,DeviceProtection +Female,No,No,No,9,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,80.55,653.9,Nope,DeviceProtection +Female,No,No,No,3,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.25,71.2,Nope,Nope +Female,No,Yes,Yes,22,SingleLine,DSL,Yes,No,One year,Yes,Bank transfer (automatic),69.5,1498.2,FullService,Nope +Male,No,Yes,No,40,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),106.0,4178.65,FullService,DeviceProtection +Female,No,No,No,68,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.5,1821.8,Nope,Nope +Male,No,Yes,No,54,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.3,5278.15,FullService,DeviceProtection +Female,No,No,No,50,MultipleLines,DSL,Yes,Yes,Two year,Yes,Mailed check,79.6,4024.2,FullService,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,55.25,55.25,Movies,Nope +Female,No,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),88.05,6520.8,FullService,FullSecurity +Male,No,No,Yes,40,SingleLine,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.4,854.9,Nope,Nope +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),117.6,8308.9,FullService,FullSecurity +Female,No,No,No,6,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,109.2,Nope,Nope +Female,No,No,No,5,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.65,92.05,Nope,Nope +Male,No,Yes,No,48,MultipleLines,DSL,Yes,No,One year,Yes,Credit card (automatic),70.55,3420.5,Movies,DeviceProtection +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.85,93.85,FullService,Nope +Female,No,Yes,Yes,64,SingleLine,DSL,No,Yes,One year,No,Mailed check,65.8,4068.0,TV,OnlineSecurity +Female,No,No,No,17,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),20.05,337.9,Nope,Nope +Male,No,Yes,No,40,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,80.0,3168.75,Nope,DeviceProtection +Female,No,Yes,Yes,41,Nope,DSL,No,No,One year,No,Credit card (automatic),35.4,1412.4,Nope,FullSecurity +Male,Yes,No,No,51,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),79.6,3974.7,Nope,Nope +Male,No,Yes,No,41,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,80.25,3439.0,Nope,Nope +Female,No,Yes,Yes,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,50.45,50.45,Nope,DeviceProtection +Female,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,42.45,Nope,Nope +Male,No,No,No,68,SingleLine,Fiber optic,Yes,No,One year,No,Credit card (automatic),79.6,5461.45,Nope,DeviceProtection +Female,No,Yes,Yes,24,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,24.7,571.75,Nope,Nope +Male,No,Yes,No,70,MultipleLines,DSL,No,Yes,Two year,No,Credit card (automatic),77.3,5498.2,Movies,FullSecurity +Male,No,No,No,3,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,29.75,96.85,Nope,Nope +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Bank transfer (automatic),44.9,111.05,Nope,Nope +Male,No,Yes,No,3,Nope,DSL,Yes,No,Month-to-month,No,Credit card (automatic),29.8,94.4,Nope,Nope +Female,No,No,No,7,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Electronic check,74.65,521.1,FullService,Nope +Female,No,No,No,13,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,71.95,923.85,FullService,OnlineSecurity +Male,No,No,No,7,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,141.1,Nope,Nope +Male,No,Yes,Yes,12,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,56.3,628.65,TV,Nope +Male,No,Yes,Yes,53,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,105.25,5576.3,FullService,DeviceProtection +Female,No,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.2,1046.1,FullService,Nope +Male,No,Yes,Yes,63,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.55,1245.6,Nope,Nope +Female,No,No,No,15,SingleLine,DSL,Yes,Yes,Month-to-month,No,Mailed check,84.45,1287.85,FullService,FullSecurity +Male,No,Yes,Yes,36,SingleLine,DSL,Yes,No,One year,No,Mailed check,53.65,1939.35,Nope,OnlineSecurity +Male,Yes,Yes,No,4,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,29.9,118.25,Nope,DeviceProtection +Female,No,Yes,Yes,24,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.7,452.55,Nope,Nope +Female,No,No,No,61,Nope,DSL,Yes,Yes,One year,No,Credit card (automatic),43.7,2696.55,Nope,FullSecurity +Male,No,No,No,16,MultipleLines,DSL,Yes,No,Month-to-month,No,Electronic check,55.3,875.35,Nope,Nope +Male,No,Yes,Yes,65,SingleLine,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.85,1267.05,Nope,Nope +Female,No,Yes,Yes,26,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,494.9,Nope,Nope +Male,No,No,No,16,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,49.45,799.0,Nope,Nope +Female,No,Yes,No,54,MultipleLines,Fiber optic,Yes,No,One year,No,Bank transfer (automatic),106.55,5763.3,FullService,OnlineSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,20.1,Nope,Nope +Male,No,No,Yes,5,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.45,106.9,Nope,Nope +Female,No,No,No,19,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,39.7,710.05,Movies,Nope +Male,No,No,No,10,MultipleLines,DSL,No,No,Month-to-month,Yes,Credit card (automatic),54.5,568.2,Nope,OnlineSecurity +Female,No,Yes,Yes,23,SingleLine,Fiber optic,Yes,Yes,Month-to-month,No,Electronic check,83.8,1900.25,Nope,DeviceProtection +Male,No,No,No,3,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,55.15,159.15,TV,Nope +Female,No,No,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.6,8012.75,FullService,DeviceProtection +Male,Yes,Yes,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.65,856.65,Movies,Nope +Female,No,Yes,Yes,10,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,55.55,551.3,Nope,DeviceProtection +Male,No,Yes,No,11,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,20.55,184.95,Nope,Nope +Female,Yes,No,No,37,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),106.75,4056.75,FullService,OnlineSecurity +Male,No,Yes,Yes,17,MultipleLines,DSL,No,Yes,One year,Yes,Mailed check,62.1,1096.65,Nope,OnlineSecurity +Female,No,Yes,Yes,36,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),104.5,3684.95,FullService,FullSecurity +Male,Yes,No,No,17,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.8,1752.45,FullService,DeviceProtection +Female,Yes,Yes,Yes,66,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),110.6,7210.85,FullService,OnlineSecurity +Male,No,Yes,Yes,61,SingleLine,DSL,Yes,Yes,One year,No,Bank transfer (automatic),84.9,5264.5,FullService,FullSecurity +Male,No,No,No,22,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,93.2,2157.3,FullService,Nope +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,24.4,24.4,Nope,Nope +Female,No,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),70.55,433.95,Nope,Nope +Male,No,No,No,31,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,78.45,2435.15,Nope,Nope +Female,No,Yes,Yes,68,SingleLine,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),85.0,5607.75,FullService,FullSecurity +Female,No,Yes,Yes,34,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,87.45,2874.15,TV,DeviceProtection +Female,No,Yes,Yes,52,SingleLine,Fiber optic,Yes,Yes,Month-to-month,No,Bank transfer (automatic),85.8,4433.3,Nope,DeviceProtection +Female,No,No,Yes,10,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,91.1,964.35,TV,DeviceProtection +Male,No,Yes,Yes,29,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.75,1974.8,Nope,Nope +Female,No,Yes,Yes,72,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.1,1460.85,Nope,Nope +Male,No,Yes,Yes,47,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.05,951.55,Nope,Nope +Male,No,Yes,Yes,24,MultipleLines,DSL,No,No,One year,No,Mailed check,74.8,1821.2,FullService,OnlineSecurity +Male,No,No,No,65,MultipleLines,No,No internet service,No internet service,One year,No,Credit card (automatic),24.8,1600.95,Nope,Nope +Female,No,No,No,4,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,100.85,399.25,FullService,Nope +Male,Yes,Yes,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.35,1218.55,FullService,Nope +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.7,81.7,Nope,OnlineSecurity +Male,No,No,No,33,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,68.25,2171.15,Nope,Nope +Female,No,No,No,34,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,105.1,3634.8,FullService,DeviceProtection +Female,No,Yes,No,14,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.4,292.4,Nope,Nope +Female,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.15,317.25,Movies,Nope +Male,No,Yes,Yes,13,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.0,218.55,Nope,Nope +Female,No,Yes,Yes,65,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.4,5071.9,FullService,Nope +Male,No,Yes,Yes,23,SingleLine,DSL,No,Yes,One year,No,Credit card (automatic),57.2,1423.35,Nope,OnlineSecurity +Male,No,Yes,No,55,SingleLine,DSL,Yes,No,Two year,No,Electronic check,58.6,3068.6,Nope,FullSecurity +Male,No,Yes,No,49,SingleLine,Fiber optic,Yes,No,Two year,Yes,Electronic check,94.8,4690.65,FullService,Nope +Male,No,Yes,No,60,MultipleLines,Fiber optic,Yes,No,One year,No,Bank transfer (automatic),102.5,6157.6,FullService,DeviceProtection +Female,No,Yes,Yes,69,SingleLine,No,No internet service,No internet service,One year,Yes,Credit card (automatic),20.35,1442.65,Nope,Nope +Male,No,No,No,40,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.9,3369.05,TV,Nope +Male,No,Yes,No,67,SingleLine,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),69.2,4671.65,Movies,OnlineSecurity +Male,Yes,No,No,35,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.45,3474.05,FullService,Nope +Male,No,Yes,Yes,19,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,100.95,1875.55,FullService,Nope +Female,No,Yes,Yes,13,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.85,272.35,Nope,Nope +Female,No,No,Yes,41,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),88.5,3645.05,TV,Nope +Female,No,No,No,4,Nope,DSL,No,No,Month-to-month,No,Mailed check,35.0,135.75,Nope,FullSecurity +Female,No,Yes,Yes,24,SingleLine,DSL,No,Yes,Month-to-month,No,Electronic check,55.15,1319.85,Nope,OnlineSecurity +Female,No,No,No,5,Nope,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),50.95,229.4,FullService,Nope +Female,No,No,No,5,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Electronic check,64.0,370.25,Movies,Nope +Female,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.1,69.1,Nope,Nope +Female,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),80.2,5714.2,TV,FullSecurity +Female,No,No,No,24,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),49.3,1233.25,Nope,DeviceProtection +Female,No,Yes,No,42,MultipleLines,DSL,No,Yes,Two year,No,Credit card (automatic),84.35,3571.6,FullService,FullSecurity +Female,No,No,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,83.3,Nope,Nope +Male,No,No,No,68,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),117.2,8035.95,FullService,FullSecurity +Female,No,Yes,Yes,33,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.1,579.4,Nope,Nope +Male,No,No,No,31,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,103.45,3066.45,FullService,DeviceProtection +Female,No,No,No,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),77.95,305.55,Nope,Nope +Male,Yes,Yes,No,69,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,109.95,7634.25,FullService,DeviceProtection +Male,Yes,No,No,38,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,94.75,3653.0,FullService,Nope +Female,No,Yes,Yes,3,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,80.0,241.3,Nope,Nope +Female,No,Yes,Yes,48,MultipleLines,DSL,Yes,Yes,Two year,No,Electronic check,79.65,3870.3,FullService,Nope +Female,No,Yes,No,15,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.2,387.9,Nope,Nope +Female,No,No,No,25,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.9,527.5,Nope,Nope +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,78.45,78.45,TV,Nope +Female,No,No,No,48,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,44.8,2104.55,TV,OnlineSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,20.3,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.2,19.2,Nope,Nope +Female,No,No,No,37,SingleLine,Fiber optic,Yes,No,One year,No,Electronic check,80.05,3019.1,Nope,DeviceProtection +Male,Yes,Yes,No,66,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),107.35,7051.95,FullService,DeviceProtection +Female,No,Yes,No,26,Nope,DSL,Yes,No,One year,No,Bank transfer (automatic),47.85,1190.5,TV,FullSecurity +Male,No,Yes,No,63,SingleLine,DSL,Yes,Yes,One year,No,Credit card (automatic),70.8,4448.8,TV,OnlineSecurity +Male,No,No,No,10,Nope,DSL,No,No,Month-to-month,No,Mailed check,29.5,255.25,Nope,DeviceProtection +Female,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,70.75,146.9,FullService,OnlineSecurity +Male,Yes,Yes,No,18,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),59.1,1011.05,Movies,OnlineSecurity +Female,No,Yes,No,64,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.55,1714.95,Nope,Nope +Female,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.45,762.5,Movies,Nope +Female,No,No,Yes,28,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,535.35,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,75.55,75.55,Nope,DeviceProtection +Male,No,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.65,338.9,Movies,Nope +Male,Yes,No,No,38,SingleLine,DSL,Yes,Yes,One year,Yes,Credit card (automatic),70.15,2497.35,TV,DeviceProtection +Male,No,Yes,No,66,MultipleLines,Fiber optic,Yes,No,One year,No,Electronic check,95.3,6273.4,Movies,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.25,70.25,Nope,Nope +Female,No,Yes,No,18,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,50.3,908.75,Nope,Nope +Male,Yes,No,No,51,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,97.8,4913.3,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,46.3,46.3,Nope,Nope +Male,No,No,Yes,12,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,212.3,Nope,Nope +Female,No,No,No,41,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,106.3,4443.45,FullService,DeviceProtection +Male,No,No,No,12,MultipleLines,No,No internet service,No internet service,Month-to-month,No,Electronic check,25.0,316.2,Nope,Nope +Female,No,Yes,Yes,55,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.3,1079.05,Nope,Nope +Female,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.35,564.65,Nope,Nope +Female,No,No,No,12,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,89.4,1095.65,Movies,DeviceProtection +Female,No,Yes,Yes,68,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),88.0,6161.9,FullService,FullSecurity +Female,Yes,No,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),83.15,446.05,TV,Nope +Female,Yes,No,No,49,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,43.8,2106.05,Nope,Nope +Male,No,No,No,40,Nope,DSL,Yes,No,One year,No,Credit card (automatic),62.05,2511.55,FullService,FullSecurity +Female,No,No,No,16,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.1,318.6,Nope,Nope +Male,No,No,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,74.15,811.8,Nope,Nope +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,101.35,7323.15,FullService,DeviceProtection +Female,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.05,186.05,Movies,Nope +Male,No,Yes,Yes,23,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.9,454.0,Nope,Nope +Female,Yes,No,No,71,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,105.9,7521.95,FullService,DeviceProtection +Female,No,Yes,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.5,1056.95,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,44.15,44.15,Nope,Nope +Female,No,No,No,16,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,53.9,834.15,Nope,Nope +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,85.45,85.45,Movies,Nope +Male,No,Yes,No,12,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),85.05,999.8,Movies,Nope +Female,No,No,No,54,Nope,DSL,No,Yes,One year,No,Bank transfer (automatic),44.1,2369.7,Movies,OnlineSecurity +Female,No,Yes,No,68,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),90.2,6297.65,Nope,DeviceProtection +Female,No,Yes,Yes,4,MultipleLines,DSL,No,No,Month-to-month,No,Mailed check,50.85,239.55,Nope,Nope +Female,No,No,Yes,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,59.2,59.2,Movies,DeviceProtection +Male,No,No,No,27,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,53.45,1461.45,Nope,OnlineSecurity +Male,No,No,No,21,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,416.4,Nope,Nope +Male,No,No,No,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,83.2,1060.6,TV,DeviceProtection +Female,Yes,No,No,64,MultipleLines,DSL,Yes,Yes,Month-to-month,No,Credit card (automatic),74.65,4869.35,Movies,DeviceProtection +Female,No,No,No,1,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,54.9,54.9,Nope,OnlineSecurity +Male,No,Yes,No,57,Nope,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),57.5,3265.95,FullService,DeviceProtection +Female,No,Yes,No,21,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,103.9,2254.2,FullService,FullSecurity +Male,No,No,No,19,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.65,358.15,Nope,Nope +Male,No,Yes,No,31,SingleLine,Fiber optic,No,No,One year,Yes,Electronic check,93.8,2939.8,FullService,DeviceProtection +Male,No,No,No,52,MultipleLines,DSL,Yes,Yes,Two year,Yes,Mailed check,89.25,4652.4,FullService,FullSecurity +Female,No,No,No,46,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,94.15,4408.45,Movies,DeviceProtection +Female,Yes,No,No,11,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,55.6,580.8,Nope,OnlineSecurity +Female,No,Yes,Yes,53,Nope,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),48.7,2495.2,Movies,FullSecurity +Female,No,Yes,Yes,11,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.25,180.3,Nope,Nope +Male,Yes,No,No,57,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.9,5913.95,FullService,Nope +Female,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,75.45,158.4,Nope,Nope +Female,Yes,No,No,2,SingleLine,DSL,Yes,No,Month-to-month,No,Mailed check,54.85,104.2,Nope,OnlineSecurity +Female,No,Yes,Yes,71,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.9,1389.35,Nope,Nope +Female,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,19.4,Nope,Nope +Male,No,Yes,No,68,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,1629.2,Nope,Nope +Male,No,Yes,No,72,SingleLine,DSL,Yes,Yes,Two year,No,Mailed check,84.45,6033.1,FullService,FullSecurity +Female,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.3,44.4,Nope,Nope +Male,Yes,Yes,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.1,95.1,FullService,Nope +Female,No,No,No,41,SingleLine,DSL,No,Yes,One year,Yes,Bank transfer (automatic),79.85,3320.75,FullService,FullSecurity +Male,No,Yes,Yes,72,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.55,1867.7,Nope,Nope +Male,No,Yes,No,6,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.5,438.0,Nope,Nope +Female,No,Yes,Yes,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.75,325.45,Nope,DeviceProtection +Male,No,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.05,1148.1,FullService,Nope +Female,No,Yes,No,58,MultipleLines,DSL,No,Yes,One year,Yes,Electronic check,68.4,3972.25,Movies,OnlineSecurity +Female,No,No,No,7,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,155.9,Nope,Nope +Female,No,Yes,No,65,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,55.15,3673.15,Nope,FullSecurity +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.6,70.6,Nope,Nope +Male,No,Yes,No,56,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.95,1126.75,Nope,Nope +Male,No,No,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.0,73.45,Nope,Nope +Female,No,Yes,Yes,58,SingleLine,DSL,No,No,One year,Yes,Mailed check,44.1,2413.05,Nope,Nope +Male,No,Yes,No,62,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Bank transfer (automatic),107.6,6912.7,FullService,DeviceProtection +Male,No,No,No,26,MultipleLines,DSL,Yes,No,One year,No,Electronic check,61.55,1581.95,Nope,OnlineSecurity +Male,No,No,No,62,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),90.7,5586.45,Nope,FullSecurity +Female,No,Yes,Yes,58,SingleLine,Fiber optic,Yes,No,One year,No,Credit card (automatic),99.25,5846.65,FullService,OnlineSecurity +Female,No,Yes,No,68,MultipleLines,DSL,Yes,Yes,Two year,Yes,Electronic check,91.7,6424.7,FullService,FullSecurity +Female,No,Yes,Yes,61,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),100.7,6018.65,Movies,FullSecurity +Female,No,No,No,42,MultipleLines,DSL,No,Yes,Two year,Yes,Credit card (automatic),78.45,3373.4,FullService,DeviceProtection +Male,No,No,No,18,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),84.3,1537.9,TV,Nope +Female,No,No,No,56,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.55,1080.55,Nope,Nope +Female,No,No,No,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,88.95,355.2,Movies,Nope +Female,No,No,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.45,82.85,Nope,Nope +Female,No,No,Yes,35,SingleLine,DSL,Yes,No,One year,No,Credit card (automatic),55.6,2016.45,Nope,OnlineSecurity +Female,No,Yes,Yes,64,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),86.8,5327.25,Nope,OnlineSecurity +Female,No,No,No,31,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.95,683.25,Nope,Nope +Female,Yes,Yes,No,67,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.05,1263.05,Nope,Nope +Female,No,No,No,4,SingleLine,DSL,Yes,No,Month-to-month,No,Credit card (automatic),50.7,151.3,Nope,Nope +Female,Yes,Yes,No,70,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,113.65,7714.65,FullService,FullSecurity +Male,No,No,No,3,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),53.4,188.7,TV,Nope +Male,Yes,Yes,No,53,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.9,5549.4,FullService,Nope +Male,No,Yes,Yes,2,SingleLine,DSL,Yes,Yes,Two year,No,Mailed check,59.5,130.5,Nope,OnlineSecurity +Female,No,Yes,Yes,29,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),87.8,2621.75,FullService,Nope +Female,No,No,No,47,Nope,DSL,No,Yes,Two year,No,Mailed check,41.9,1875.25,Nope,FullSecurity +Female,No,Yes,Yes,68,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,83.0,5685.8,TV,Nope +Male,No,No,Yes,12,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,69.85,837.5,FullService,OnlineSecurity +Female,No,Yes,Yes,8,SingleLine,DSL,Yes,Yes,Month-to-month,No,Bank transfer (automatic),56.3,401.5,Nope,Nope +Male,No,Yes,No,54,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,109.55,6118.95,FullService,FullSecurity +Male,No,Yes,Yes,69,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Mailed check,92.15,6480.9,TV,Nope +Female,No,No,No,26,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.5,1800.05,TV,OnlineSecurity +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),97.0,7104.2,Nope,FullSecurity +Female,No,No,No,70,Nope,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),58.35,4214.25,FullService,FullSecurity +Male,No,No,Yes,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,50.6,50.6,Nope,OnlineSecurity +Male,No,No,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.5,863.1,FullService,Nope +Female,No,Yes,Yes,28,SingleLine,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),70.4,1992.2,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.8,69.8,Nope,Nope +Female,No,Yes,No,21,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.3,1948.35,FullService,Nope +Male,Yes,Yes,No,51,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),93.8,4750.95,TV,FullSecurity +Female,No,Yes,Yes,53,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),19.55,1007.9,Nope,Nope +Male,No,No,Yes,53,SingleLine,Fiber optic,Yes,No,One year,No,Electronic check,95.95,5036.9,Movies,FullSecurity +Male,No,Yes,No,24,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,101.05,2391.8,FullService,DeviceProtection +Female,No,Yes,No,70,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),94.8,6859.05,FullService,FullSecurity +Male,No,No,No,61,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,107.75,6521.9,FullService,FullSecurity +Female,No,No,No,11,SingleLine,DSL,No,Yes,One year,Yes,Mailed check,54.6,617.85,Nope,OnlineSecurity +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),71.3,157.75,Nope,Nope +Male,No,No,No,25,SingleLine,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.5,516.3,Nope,Nope +Female,No,No,No,41,MultipleLines,DSL,Yes,No,One year,Yes,Credit card (automatic),56.3,2364.0,Nope,Nope +Male,No,Yes,No,18,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.7,1687.95,FullService,Nope +Male,Yes,Yes,No,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),104.15,7689.95,FullService,DeviceProtection +Female,No,Yes,Yes,71,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),90.55,6239.05,FullService,FullSecurity +Female,No,Yes,Yes,34,SingleLine,DSL,Yes,No,One year,Yes,Mailed check,60.8,2042.05,Nope,FullSecurity +Male,No,No,No,29,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),98.8,2807.1,FullService,DeviceProtection +Male,Yes,Yes,No,40,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),98.15,4116.8,TV,FullSecurity +Male,No,Yes,No,36,Nope,DSL,No,No,One year,No,Mailed check,35.35,1317.95,Nope,FullSecurity +Female,No,Yes,No,46,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,103.15,4594.65,FullService,Nope +Female,No,No,No,58,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,107.75,6332.75,FullService,FullSecurity +Male,No,No,No,39,MultipleLines,Fiber optic,Yes,No,One year,No,Credit card (automatic),81.4,3213.75,Nope,Nope +Male,No,Yes,Yes,4,SingleLine,DSL,No,Yes,Month-to-month,No,Credit card (automatic),61.45,229.55,Movies,Nope +Female,No,Yes,Yes,52,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),95.7,4976.15,TV,DeviceProtection +Male,Yes,Yes,No,70,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,104.8,7308.95,FullService,DeviceProtection +Male,Yes,Yes,No,65,SingleLine,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),70.95,4555.2,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,44.95,44.95,Nope,Nope +Female,No,Yes,No,70,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,97.65,6982.5,FullService,DeviceProtection +Female,Yes,Yes,Yes,29,Nope,DSL,Yes,No,Month-to-month,Yes,Mailed check,35.65,1025.15,Nope,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.55,90.55,FullService,Nope +Female,No,No,No,67,MultipleLines,DSL,No,Yes,Two year,Yes,Mailed check,85.25,5714.2,FullService,FullSecurity +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.5,19.5,Nope,Nope +Female,No,No,No,26,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),88.8,2274.35,FullService,Nope +Female,No,Yes,Yes,30,MultipleLines,No,No internet service,No internet service,Two year,Yes,Mailed check,25.1,789.55,Nope,Nope +Female,No,Yes,No,48,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),100.05,4834.0,FullService,DeviceProtection +Female,No,Yes,Yes,55,SingleLine,DSL,Yes,No,Month-to-month,No,Electronic check,55.7,3131.8,Nope,OnlineSecurity +Male,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,85.2,602.55,Movies,Nope +Male,No,No,No,37,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,91.15,3369.25,TV,OnlineSecurity +Female,No,Yes,No,31,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),83.85,2674.15,Movies,Nope +Male,No,No,No,4,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.9,199.75,Nope,Nope +Male,No,Yes,Yes,72,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.1,1790.8,Nope,Nope +Male,Yes,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,91.4,449.75,FullService,Nope +Male,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,19.7,Nope,Nope +Female,Yes,No,No,15,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,91.5,1400.3,FullService,Nope +Male,No,Yes,Yes,8,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),51.3,411.6,Nope,OnlineSecurity +Female,No,No,No,35,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,21.1,741.0,Nope,Nope +Female,Yes,No,No,56,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,104.75,5841.35,FullService,DeviceProtection +Male,No,Yes,No,42,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),106.15,4512.7,FullService,DeviceProtection +Male,Yes,Yes,Yes,65,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,85.75,5688.45,Nope,OnlineSecurity +Female,No,Yes,Yes,2,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.3,31.9,Nope,Nope +Male,Yes,Yes,No,65,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,100.75,6674.65,FullService,OnlineSecurity +Female,No,No,No,18,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.15,1345.75,Nope,Nope +Female,No,No,No,23,MultipleLines,DSL,No,No,One year,Yes,Electronic check,78.55,1843.05,FullService,FullSecurity +Female,No,No,No,4,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.3,196.95,Nope,Nope +Male,No,Yes,No,70,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1433.8,Nope,Nope +Female,No,No,No,4,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,50.7,214.55,Nope,Nope +Male,No,No,No,19,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),45.0,865.85,Nope,Nope +Female,No,No,No,18,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,77.8,1358.6,Nope,DeviceProtection +Female,Yes,Yes,No,38,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,83.45,3147.15,Movies,OnlineSecurity +Male,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),73.25,131.05,Nope,Nope +Male,No,No,No,47,MultipleLines,Fiber optic,Yes,No,One year,No,Bank transfer (automatic),94.8,4535.85,TV,OnlineSecurity +Female,No,Yes,Yes,52,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.1,1078.75,Nope,Nope +Male,No,No,No,9,MultipleLines,DSL,No,No,Month-to-month,No,Mailed check,59.9,542.4,Movies,Nope +Female,No,Yes,No,26,MultipleLines,DSL,Yes,Yes,One year,Yes,Credit card (automatic),90.1,2312.55,FullService,FullSecurity +Male,No,Yes,Yes,8,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,51.05,415.05,Nope,DeviceProtection +Male,No,Yes,No,44,SingleLine,DSL,Yes,Yes,One year,Yes,Electronic check,70.95,3250.45,TV,DeviceProtection +Female,No,No,No,3,Nope,DSL,Yes,No,Month-to-month,No,Mailed check,29.2,98.5,Nope,Nope +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),46.6,87.9,Nope,Nope +Female,No,Yes,Yes,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),85.35,754.65,TV,Nope +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.35,75.35,Nope,Nope +Male,No,No,No,25,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),74.3,1952.25,Nope,OnlineSecurity +Female,Yes,Yes,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.3,153.8,Nope,Nope +Male,No,No,No,43,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.2,3198.6,Nope,OnlineSecurity +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,20.9,Nope,Nope +Female,No,Yes,No,58,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,94.3,5610.15,Movies,DeviceProtection +Female,No,Yes,Yes,59,MultipleLines,DSL,No,Yes,Two year,Yes,Mailed check,76.45,4519.5,TV,FullSecurity +Male,No,No,No,44,Nope,DSL,No,No,One year,Yes,Electronic check,54.0,2440.25,FullService,FullSecurity +Male,No,No,No,66,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,104.25,6860.6,FullService,Nope +Male,No,Yes,Yes,68,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.95,1377.7,Nope,Nope +Male,No,No,No,9,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,24.95,190.25,Nope,Nope +Male,No,No,No,19,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.75,1651.95,Nope,FullSecurity +Male,No,No,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,78.3,Nope,Nope +Female,No,No,No,70,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),113.65,7939.25,FullService,FullSecurity +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,44.9,44.9,Nope,Nope +Female,No,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.25,576.7,Nope,Nope +Male,No,No,No,53,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,24.6,1279.0,Nope,Nope +Male,Yes,No,No,51,MultipleLines,No,No internet service,No internet service,One year,No,Bank transfer (automatic),25.0,1260.7,Nope,Nope +Male,No,Yes,Yes,11,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,267.35,Nope,Nope +Male,No,Yes,Yes,60,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Electronic check,110.6,6586.85,FullService,FullSecurity +Male,No,No,No,17,SingleLine,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),55.5,934.15,Nope,OnlineSecurity +Male,No,No,No,3,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,43.3,123.65,Nope,Nope +Male,No,Yes,No,70,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),109.5,7534.65,FullService,FullSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,19.45,Nope,Nope +Male,Yes,No,No,43,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.85,3645.6,TV,Nope +Female,No,Yes,No,16,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,314.45,Nope,Nope +Female,No,Yes,Yes,57,SingleLine,DSL,Yes,No,One year,No,Electronic check,53.45,3053.0,Nope,OnlineSecurity +Male,No,Yes,Yes,37,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.8,677.05,Nope,Nope +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),112.1,7965.95,FullService,FullSecurity +Female,Yes,No,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),84.8,906.85,Movies,Nope +Female,Yes,Yes,No,50,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,95.05,4888.7,TV,DeviceProtection +Male,Yes,No,No,5,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,50.35,237.25,Nope,DeviceProtection +Male,No,Yes,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.6,74.6,Nope,Nope +Male,No,No,No,16,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.7,342.4,Nope,Nope +Male,Yes,Yes,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.2,140.1,Nope,DeviceProtection +Female,No,No,No,17,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Mailed check,69.0,1108.0,TV,DeviceProtection +Female,No,No,No,16,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.35,295.55,Nope,Nope +Female,No,No,No,15,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,59.45,892.65,Movies,DeviceProtection +Female,No,No,No,10,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,19.8,198.25,Nope,Nope +Female,No,No,Yes,46,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,4822.85,FullService,OnlineSecurity +Male,No,Yes,Yes,64,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),109.2,6741.15,FullService,DeviceProtection +Female,No,No,No,1,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,79.15,79.15,Nope,Nope +Male,No,Yes,Yes,25,SingleLine,DSL,Yes,No,One year,No,Mailed check,53.65,1355.45,Nope,DeviceProtection +Male,No,Yes,Yes,71,SingleLine,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),100.2,7209.0,TV,FullSecurity +Male,No,No,No,8,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.15,438.4,Nope,Nope +Female,No,Yes,Yes,72,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.65,7726.35,FullService,FullSecurity +Female,No,Yes,No,49,Nope,DSL,No,No,Month-to-month,No,Bank transfer (automatic),40.65,2070.75,TV,OnlineSecurity +Male,No,Yes,Yes,29,Nope,DSL,Yes,Yes,One year,Yes,Credit card (automatic),55.35,1636.95,Movies,FullSecurity +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),105.6,7581.5,Movies,FullSecurity +Male,No,Yes,No,31,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,93.8,3019.5,TV,DeviceProtection +Female,No,No,No,50,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.7,4729.75,FullService,Nope +Male,No,Yes,No,71,MultipleLines,DSL,No,Yes,Two year,No,Electronic check,83.2,6126.1,FullService,FullSecurity +Male,Yes,Yes,No,70,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),90.05,6333.4,FullService,FullSecurity +Male,No,No,No,71,MultipleLines,Fiber optic,No,Yes,One year,No,Credit card (automatic),97.65,6687.85,Movies,OnlineSecurity +Male,No,Yes,Yes,61,SingleLine,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),68.05,4158.25,Nope,FullSecurity +Male,No,No,No,32,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,96.2,3183.4,FullService,Nope +Female,No,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.6,79.6,Movies,Nope +Male,No,No,No,68,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),102.1,7149.35,Movies,FullSecurity +Male,No,No,No,62,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.4,1429.65,Nope,Nope +Female,No,No,Yes,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,71.05,472.65,Nope,Nope +Male,No,No,No,20,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.25,1734.5,TV,Nope +Male,No,Yes,Yes,6,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.45,113.5,Nope,Nope +Female,Yes,No,No,33,Nope,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),59.45,1884.65,FullService,FullSecurity +Male,No,Yes,Yes,28,MultipleLines,Fiber optic,No,No,One year,No,Bank transfer (automatic),92.2,2568.15,FullService,Nope +Male,No,No,No,27,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,470.0,Nope,Nope +Male,No,No,No,7,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,43.9,278.4,Nope,Nope +Male,No,No,No,26,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,80.5,2088.8,Nope,Nope +Male,Yes,No,No,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.8,502.6,Movies,Nope +Male,Yes,No,No,30,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),90.5,2595.85,Movies,OnlineSecurity +Male,No,No,No,63,MultipleLines,Fiber optic,Yes,No,One year,No,Credit card (automatic),90.45,5825.5,Movies,Nope +Male,No,No,No,1,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,50.75,50.75,Nope,Nope +Female,No,No,Yes,53,MultipleLines,DSL,Yes,Yes,One year,Yes,Electronic check,84.6,4449.75,FullService,DeviceProtection +Female,No,Yes,Yes,14,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),89.65,1208.35,Movies,Nope +Female,No,No,No,21,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.15,1956.4,FullService,Nope +Male,No,No,No,17,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.95,310.6,Nope,Nope +Male,No,Yes,Yes,16,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.5,290.55,Nope,Nope +Female,No,No,No,35,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,62.1,2096.1,Movies,DeviceProtection +Female,Yes,No,No,32,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.5,2665.0,Movies,Nope +Female,No,Yes,Yes,28,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.55,543.8,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.35,20.35,Nope,Nope +Male,No,No,No,59,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,51.7,3005.8,FullService,Nope +Female,No,Yes,Yes,72,MultipleLines,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),23.3,1623.15,Nope,Nope +Male,No,No,No,36,SingleLine,DSL,Yes,Yes,One year,Yes,Mailed check,65.4,2498.4,Movies,Nope +Female,No,No,No,40,SingleLine,DSL,Yes,No,Month-to-month,No,Mailed check,65.1,2586.0,TV,OnlineSecurity +Male,No,Yes,Yes,40,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.2,3292.3,Nope,DeviceProtection +Female,No,No,Yes,9,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,72.9,651.4,FullService,DeviceProtection +Male,No,Yes,Yes,63,SingleLine,DSL,Yes,Yes,Two year,No,Credit card (automatic),74.5,4674.55,TV,FullSecurity +Female,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.5,232.35,TV,Nope +Male,No,Yes,Yes,40,Nope,DSL,Yes,Yes,One year,No,Mailed check,60.3,2448.5,FullService,DeviceProtection +Male,No,Yes,No,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,75.0,658.1,Nope,OnlineSecurity +Male,Yes,Yes,No,34,SingleLine,Fiber optic,No,Yes,One year,No,Mailed check,90.15,3128.8,TV,OnlineSecurity +Male,No,No,No,5,Nope,DSL,No,Yes,Month-to-month,No,Mailed check,40.0,223.45,Nope,FullSecurity +Male,Yes,No,No,9,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),99.45,919.4,FullService,Nope +Male,No,Yes,No,9,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),69.05,653.95,Movies,DeviceProtection +Male,No,Yes,Yes,31,MultipleLines,DSL,No,No,Month-to-month,No,Bank transfer (automatic),59.7,1825.5,Movies,Nope +Female,No,Yes,No,50,SingleLine,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,943.1,Nope,Nope +Female,No,No,No,2,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,86.25,181.65,Nope,OnlineSecurity +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.65,45.65,Nope,Nope +Male,No,No,No,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.1,551.35,Nope,Nope +Female,No,No,No,9,Nope,DSL,Yes,No,Month-to-month,No,Electronic check,40.75,359.4,Movies,Nope +Female,Yes,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),70.2,115.95,Nope,Nope +Female,No,No,No,3,SingleLine,DSL,Yes,No,Month-to-month,No,Electronic check,55.35,165.2,Nope,OnlineSecurity +Male,No,Yes,No,25,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),95.7,2338.35,FullService,Nope +Male,Yes,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,46.3,46.3,Nope,Nope +Female,No,Yes,Yes,45,MultipleLines,DSL,Yes,Yes,Month-to-month,No,Mailed check,81.3,3541.1,TV,FullSecurity +Male,Yes,Yes,Yes,51,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,84.2,4146.05,Nope,DeviceProtection +Female,No,Yes,Yes,55,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.0,1087.25,Nope,Nope +Female,No,No,No,38,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),66.15,2522.4,Nope,FullSecurity +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.85,81.0,Nope,Nope +Male,No,Yes,Yes,38,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.6,717.3,Nope,Nope +Male,No,No,No,34,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,49.8,1734.2,Nope,Nope +Female,No,Yes,No,70,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,101.75,7069.3,FullService,DeviceProtection +Female,No,No,No,13,SingleLine,DSL,No,Yes,One year,No,Mailed check,55.15,742.9,Nope,OnlineSecurity +Male,No,No,No,39,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,75.25,3017.65,Nope,Nope +Female,No,No,No,61,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,103.95,6423.0,FullService,DeviceProtection +Female,No,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),100.15,1164.3,FullService,DeviceProtection +Male,No,No,No,41,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),99.65,4220.35,FullService,Nope +Male,No,No,No,21,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.7,1558.7,Nope,Nope +Male,Yes,No,No,55,Nope,DSL,No,No,One year,Yes,Bank transfer (automatic),50.05,2743.45,FullService,DeviceProtection +Male,No,Yes,No,69,Nope,DSL,No,Yes,Two year,No,Bank transfer (automatic),60.25,4055.5,FullService,FullSecurity +Male,Yes,Yes,Yes,26,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,105.75,2710.25,FullService,DeviceProtection +Female,Yes,Yes,No,69,SingleLine,Fiber optic,Yes,No,One year,No,Credit card (automatic),87.3,6055.55,Movies,OnlineSecurity +Female,Yes,Yes,No,18,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,48.35,810.7,FullService,DeviceProtection +Male,No,Yes,Yes,47,MultipleLines,DSL,Yes,No,Month-to-month,No,Electronic check,54.25,2538.2,Nope,Nope +Female,No,Yes,Yes,72,SingleLine,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),85.3,6129.2,FullService,FullSecurity +Male,Yes,Yes,No,33,Nope,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,50.0,1750.85,TV,DeviceProtection +Female,No,Yes,Yes,2,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,24.4,36.55,Nope,Nope +Female,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),90.95,6652.45,FullService,FullSecurity +Male,Yes,Yes,No,37,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),72.25,2575.45,Nope,Nope +Female,Yes,Yes,Yes,62,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),96.1,6019.35,Movies,DeviceProtection +Female,No,Yes,No,71,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1379.6,Nope,Nope +Male,No,No,Yes,23,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),55.3,1284.2,Nope,Nope +Female,No,No,No,16,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.1,296.15,Nope,Nope +Male,No,No,No,9,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,69.5,653.25,TV,FullSecurity +Male,No,Yes,Yes,17,MultipleLines,No,No internet service,No internet service,Two year,Yes,Mailed check,25.15,412.6,Nope,Nope +Female,No,No,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,85.5,Nope,Nope +Female,Yes,Yes,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,49.55,49.55,Nope,OnlineSecurity +Female,No,Yes,No,24,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,79.65,1928.7,Nope,DeviceProtection +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,71.25,71.25,Nope,Nope +Male,Yes,No,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),113.8,7845.8,FullService,FullSecurity +Female,No,Yes,No,72,MultipleLines,No,No internet service,No internet service,Two year,No,Electronic check,24.55,1750.7,Nope,Nope +Female,No,No,Yes,11,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,216.2,Nope,Nope +Male,No,No,No,9,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,178.5,Nope,Nope +Female,Yes,Yes,No,2,SingleLine,DSL,Yes,No,Month-to-month,No,Credit card (automatic),50.15,115.1,Nope,Nope +Female,Yes,Yes,No,60,MultipleLines,Fiber optic,No,No,One year,Yes,Credit card (automatic),100.5,6029.0,FullService,DeviceProtection +Male,Yes,Yes,No,29,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,95.9,2745.2,Movies,DeviceProtection +Female,No,No,No,49,SingleLine,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),74.45,3721.9,FullService,DeviceProtection +Female,Yes,No,No,30,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.1,3121.1,FullService,DeviceProtection +Female,No,Yes,No,53,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.05,990.45,Nope,Nope +Male,No,No,Yes,39,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.0,1004.35,Nope,Nope +Female,No,No,No,9,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,157.65,Nope,Nope +Male,No,No,No,39,SingleLine,Fiber optic,No,Yes,One year,No,Electronic check,81.9,3219.75,Nope,DeviceProtection +Male,Yes,No,No,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.7,572.85,Nope,Nope +Female,No,Yes,Yes,51,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,90.15,4554.85,Movies,DeviceProtection +Male,No,Yes,Yes,71,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.35,1847.55,Nope,Nope +Male,Yes,No,No,71,MultipleLines,No,No internet service,No internet service,Two year,Yes,Mailed check,24.65,1766.75,Nope,Nope +Female,Yes,Yes,No,70,SingleLine,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.55,1462.05,Nope,Nope +Female,Yes,No,No,1,Nope,DSL,No,No,Month-to-month,No,Electronic check,25.25,25.25,Nope,Nope +Male,No,Yes,No,38,Nope,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.0,2193.2,FullService,OnlineSecurity +Female,No,Yes,No,28,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Credit card (automatic),89.9,2433.5,Movies,DeviceProtection +Female,No,Yes,No,32,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,641.15,Nope,Nope +Male,Yes,Yes,No,49,SingleLine,DSL,Yes,No,Two year,No,Mailed check,49.8,2398.4,Nope,Nope +Female,No,Yes,Yes,37,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.1,861.85,Nope,Nope +Female,No,No,No,10,SingleLine,DSL,No,Yes,Month-to-month,No,Electronic check,54.25,583.0,Nope,DeviceProtection +Male,No,Yes,No,67,MultipleLines,Fiber optic,Yes,No,One year,No,Credit card (automatic),109.9,7332.4,FullService,FullSecurity +Male,No,No,No,7,Nope,DSL,No,Yes,One year,Yes,Credit card (automatic),35.5,249.55,Nope,DeviceProtection +Female,No,No,No,51,SingleLine,Fiber optic,No,No,One year,No,Credit card (automatic),87.55,4475.9,FullService,Nope +Female,No,No,No,9,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.15,416.45,Nope,Nope +Female,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,88.4,788.6,FullService,Nope +Male,No,No,No,4,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,50.8,202.3,Nope,Nope +Male,No,Yes,No,71,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Electronic check,99.0,6994.6,TV,FullSecurity +Female,No,Yes,Yes,50,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),84.4,4116.15,TV,Nope +Female,Yes,Yes,Yes,24,SingleLine,Fiber optic,No,No,Two year,Yes,Electronic check,96.55,2263.45,FullService,DeviceProtection +Male,No,Yes,No,22,SingleLine,DSL,No,No,One year,Yes,Bank transfer (automatic),59.75,1374.35,TV,OnlineSecurity +Male,No,No,No,44,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,111.5,4915.15,FullService,FullSecurity +Female,No,Yes,Yes,33,MultipleLines,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),24.25,838.5,Nope,Nope +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.1,75.1,Nope,Nope +Female,No,Yes,No,54,MultipleLines,DSL,No,No,One year,Yes,Credit card (automatic),70.15,3715.65,FullService,Nope +Male,No,No,No,42,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.75,4273.45,FullService,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.8,45.8,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,Nope,Nope +Male,No,No,No,30,SingleLine,DSL,Yes,Yes,One year,No,Electronic check,70.4,2044.75,TV,OnlineSecurity +Female,No,No,No,1,Nope,DSL,No,Yes,Month-to-month,No,Mailed check,30.55,30.55,Nope,Nope +Male,No,Yes,Yes,16,MultipleLines,DSL,Yes,Yes,Month-to-month,No,Electronic check,84.9,1398.25,FullService,OnlineSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.1,20.1,Nope,Nope +Male,No,Yes,No,9,Nope,DSL,No,Yes,Month-to-month,No,Mailed check,40.65,328.95,TV,Nope +Male,Yes,Yes,No,46,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,101.0,4680.05,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.1,69.1,Nope,Nope +Male,No,Yes,No,71,SingleLine,DSL,No,Yes,Two year,No,Bank transfer (automatic),54.5,3778.2,Nope,OnlineSecurity +Male,No,No,No,43,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),75.35,3161.4,Nope,Nope +Male,No,Yes,No,50,Nope,DSL,No,Yes,One year,Yes,Bank transfer (automatic),44.45,2188.45,TV,OnlineSecurity +Female,No,No,No,13,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,75.0,999.45,Nope,Nope +Male,No,Yes,Yes,19,SingleLine,Fiber optic,Yes,Yes,One year,No,Bank transfer (automatic),100.0,1888.65,FullService,Nope +Female,No,No,No,41,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),98.05,3990.6,FullService,DeviceProtection +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,71.15,71.15,Nope,Nope +Female,No,No,No,24,Nope,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),54.15,1240.25,FullService,DeviceProtection +Female,No,Yes,No,40,MultipleLines,DSL,Yes,No,One year,No,Bank transfer (automatic),63.9,2635.0,TV,Nope +Female,No,Yes,Yes,3,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.15,235.0,TV,DeviceProtection +Female,No,No,No,37,MultipleLines,DSL,No,No,One year,No,Bank transfer (automatic),64.65,2347.85,TV,OnlineSecurity +Female,No,Yes,Yes,67,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Credit card (automatic),108.75,7156.2,FullService,FullSecurity +Female,No,Yes,Yes,32,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,98.85,3089.6,FullService,Nope +Female,No,Yes,No,6,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,49.15,270.8,Nope,Nope +Female,No,Yes,Yes,32,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,89.6,2901.8,TV,OnlineSecurity +Female,No,No,No,59,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,83.25,4949.1,Nope,DeviceProtection +Female,No,Yes,No,30,SingleLine,DSL,Yes,Yes,One year,No,Bank transfer (automatic),70.25,2198.9,Movies,DeviceProtection +Male,No,No,Yes,20,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.4,374.5,Nope,Nope +Female,No,Yes,Yes,27,MultipleLines,No,No internet service,No internet service,Two year,No,Electronic check,24.5,761.95,Nope,Nope +Female,Yes,No,No,20,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.15,1520.9,Nope,OnlineSecurity +Male,No,No,Yes,9,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.1,190.25,Nope,Nope +Female,No,Yes,Yes,68,MultipleLines,DSL,Yes,No,One year,Yes,Credit card (automatic),73.0,5163.0,TV,FullSecurity +Female,No,Yes,Yes,69,MultipleLines,DSL,No,Yes,Two year,No,Credit card (automatic),61.4,4059.85,Nope,OnlineSecurity +Male,No,No,No,26,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,84.3,2281.6,Nope,DeviceProtection +Male,No,Yes,Yes,69,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.9,1356.7,Nope,Nope +Male,No,No,No,11,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.4,231.45,Nope,Nope +Male,No,No,No,1,MultipleLines,DSL,No,No,Month-to-month,No,Mailed check,50.75,50.75,Nope,Nope +Male,No,Yes,Yes,10,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.45,242.4,Nope,Nope +Female,No,Yes,Yes,55,MultipleLines,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),75.75,4264.25,Movies,OnlineSecurity +Male,No,No,No,44,SingleLine,DSL,No,Yes,One year,No,Electronic check,65.4,2774.55,TV,OnlineSecurity +Male,Yes,Yes,No,46,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.4,3605.2,Movies,Nope +Male,No,Yes,Yes,69,SingleLine,DSL,Yes,No,Two year,Yes,Bank transfer (automatic),59.75,4069.9,Nope,FullSecurity +Male,Yes,No,No,11,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.5,874.2,Movies,Nope +Female,No,Yes,No,11,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,102.0,1145.35,FullService,Nope +Male,No,No,No,29,SingleLine,DSL,No,No,Month-to-month,No,Bank transfer (automatic),48.95,1323.7,Nope,DeviceProtection +Female,No,Yes,No,57,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.65,5497.05,FullService,OnlineSecurity +Male,No,No,No,28,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),18.25,534.7,Nope,Nope +Female,No,No,No,42,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),54.55,2455.05,Nope,FullSecurity +Female,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,38.7,Nope,Nope +Male,No,No,Yes,23,Nope,DSL,Yes,Yes,One year,No,Bank transfer (automatic),40.65,947.4,Nope,OnlineSecurity +Female,No,Yes,Yes,18,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,357.0,Nope,Nope +Male,No,Yes,Yes,62,MultipleLines,No,No internet service,No internet service,One year,No,Bank transfer (automatic),24.8,1476.25,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.8,70.8,Nope,Nope +Male,No,No,No,16,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),89.05,1448.6,Movies,Nope +Female,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.6,291.9,FullService,Nope +Male,No,No,No,67,MultipleLines,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),88.8,5903.15,FullService,FullSecurity +Male,No,No,No,62,SingleLine,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.05,1201.65,Nope,Nope +Female,No,Yes,No,57,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),104.5,5921.35,FullService,DeviceProtection +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.8,146.65,Nope,Nope +Female,No,Yes,Yes,23,MultipleLines,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),77.15,1759.4,TV,FullSecurity +Female,No,No,Yes,25,Nope,DSL,No,Yes,Two year,No,Bank transfer (automatic),35.05,844.45,Nope,OnlineSecurity +Female,Yes,No,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.1,7774.05,FullService,DeviceProtection +Female,No,Yes,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.05,134.05,TV,Nope +Female,No,No,No,8,SingleLine,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.2,140.95,Nope,Nope +Female,No,No,No,5,MultipleLines,DSL,No,No,Month-to-month,Yes,Mailed check,50.6,249.95,Nope,Nope +Male,No,No,No,35,Nope,DSL,No,No,Month-to-month,No,Electronic check,49.2,1701.65,FullService,DeviceProtection +Male,No,No,No,24,MultipleLines,No,No internet service,No internet service,One year,No,Electronic check,24.6,592.65,Nope,Nope +Female,No,Yes,Yes,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,71.65,135.75,Nope,Nope +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),104.9,7732.65,Movies,FullSecurity +Female,No,No,No,41,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,106.5,4282.4,TV,FullSecurity +Male,No,No,Yes,4,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,49.35,219.65,Nope,OnlineSecurity +Male,No,No,No,26,SingleLine,Fiber optic,Yes,No,One year,No,Bank transfer (automatic),75.5,2018.1,Nope,Nope +Male,No,No,No,7,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.25,669.0,FullService,Nope +Female,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,68.95,68.95,Nope,Nope +Female,No,Yes,Yes,4,MultipleLines,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,58.5,224.85,Nope,Nope +Male,No,No,No,48,SingleLine,DSL,Yes,Yes,Two year,No,Credit card (automatic),78.9,3771.5,FullService,DeviceProtection +Male,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.85,196.75,FullService,Nope +Female,Yes,Yes,No,12,SingleLine,DSL,No,Yes,One year,Yes,Electronic check,79.2,943.85,FullService,FullSecurity +Male,No,Yes,No,60,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),109.45,6572.85,FullService,FullSecurity +Male,No,No,No,55,SingleLine,DSL,No,Yes,Two year,Yes,Electronic check,59.2,3175.85,Nope,FullSecurity +Male,No,No,No,1,Nope,DSL,No,Yes,Month-to-month,No,Mailed check,29.15,29.15,Nope,Nope +Male,No,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.05,318.9,Nope,Nope +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,24.45,24.45,Nope,Nope +Female,No,No,No,42,SingleLine,DSL,No,Yes,Two year,No,Credit card (automatic),66.5,2762.75,Movies,DeviceProtection +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Bank transfer (automatic),49.55,49.55,Nope,OnlineSecurity +Male,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),89.35,631.85,TV,DeviceProtection +Male,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),73.6,232.5,Nope,DeviceProtection +Female,No,Yes,No,72,MultipleLines,DSL,Yes,No,Two year,Yes,Credit card (automatic),82.65,5919.35,FullService,FullSecurity +Male,No,No,No,15,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,49.0,749.25,Nope,Nope +Male,No,Yes,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.35,307.4,TV,Nope +Female,No,No,No,11,MultipleLines,No,No internet service,No internet service,One year,No,Electronic check,25.2,245.15,Nope,Nope +Female,No,No,No,5,MultipleLines,No,No internet service,No internet service,Month-to-month,No,Mailed check,25.45,134.75,Nope,Nope +Female,Yes,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,55.8,55.8,Nope,FullSecurity +Male,No,Yes,No,72,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Credit card (automatic),110.9,8240.85,FullService,FullSecurity +Female,No,Yes,No,55,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),77.75,4266.4,Nope,Nope +Female,No,Yes,Yes,40,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,26.2,1077.5,Nope,Nope +Female,No,Yes,No,57,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.9,1115.6,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.05,79.05,TV,Nope +Male,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.0,95.0,FullService,OnlineSecurity +Female,No,No,No,1,Nope,DSL,No,No,Month-to-month,No,Mailed check,25.2,25.2,Nope,Nope +Male,Yes,Yes,Yes,52,MultipleLines,DSL,Yes,No,One year,Yes,Electronic check,80.85,4079.55,FullService,DeviceProtection +Male,Yes,No,No,41,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.4,4187.75,FullService,DeviceProtection +Male,No,Yes,No,43,SingleLine,DSL,No,No,One year,Yes,Mailed check,56.35,2391.15,TV,Nope +Female,No,Yes,Yes,47,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.3,890.5,Nope,Nope +Male,No,No,No,3,MultipleLines,DSL,No,No,Month-to-month,No,Bank transfer (automatic),50.4,137.25,Nope,Nope +Male,Yes,Yes,Yes,66,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),79.4,5154.6,TV,FullSecurity +Male,No,Yes,Yes,55,SingleLine,DSL,No,Yes,Two year,Yes,Credit card (automatic),55.25,3119.9,Nope,DeviceProtection +Male,No,No,No,29,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.1,529.5,Nope,Nope +Female,No,No,Yes,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.05,966.55,TV,Nope +Female,No,Yes,No,66,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.2,6936.85,FullService,DeviceProtection +Male,Yes,No,No,35,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,101.4,3496.3,FullService,DeviceProtection +Male,Yes,Yes,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.8,914.3,Movies,DeviceProtection +Male,No,Yes,Yes,27,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),75.75,1929.0,Nope,Nope +Female,No,No,No,58,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,95.3,5817.7,FullService,Nope +Male,No,Yes,No,54,SingleLine,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),109.75,6110.2,FullService,FullSecurity +Male,No,No,No,9,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,178.8,Nope,Nope +Male,No,No,No,2,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.3,28.3,Nope,Nope +Male,No,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.1,435.0,Nope,Nope +Female,Yes,No,No,26,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,91.25,2351.8,FullService,Nope +Female,No,No,No,9,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,186.15,Nope,Nope +Male,No,Yes,No,8,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,54.75,445.85,Nope,DeviceProtection +Male,No,No,No,12,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.45,912.0,TV,Nope +Female,No,No,No,15,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,49.1,679.55,Nope,Nope +Male,No,Yes,No,43,MultipleLines,DSL,No,No,One year,Yes,Electronic check,80.2,3581.6,FullService,FullSecurity +Male,No,No,No,42,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,100.3,4222.95,FullService,Nope +Female,No,No,No,31,MultipleLines,DSL,No,Yes,Month-to-month,No,Credit card (automatic),65.25,1994.3,Nope,FullSecurity +Female,No,No,Yes,66,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Credit card (automatic),90.95,5930.05,Nope,FullSecurity +Female,Yes,No,No,18,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,85.45,1505.85,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,20.0,Nope,Nope +Male,No,Yes,No,61,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,94.1,5638.3,TV,Nope +Male,No,No,No,10,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,79.85,797.25,Nope,Nope +Male,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,71.65,71.65,Nope,Nope +Female,Yes,No,No,18,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,73.55,1359.45,Nope,Nope +Male,No,Yes,No,24,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.65,2542.45,FullService,DeviceProtection +Female,No,Yes,Yes,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.3,54.7,Nope,Nope +Male,No,No,No,50,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),20.15,989.05,Nope,Nope +Male,No,Yes,Yes,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,44.55,44.55,Nope,Nope +Male,No,No,No,2,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,54.45,87.3,Nope,OnlineSecurity +Male,No,No,No,17,SingleLine,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.65,351.55,Nope,Nope +Male,No,Yes,Yes,69,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Electronic check,105.0,7297.75,FullService,DeviceProtection +Male,No,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),88.7,6301.7,FullService,FullSecurity +Female,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.25,210.3,Nope,Nope +Male,Yes,Yes,Yes,50,MultipleLines,DSL,Yes,No,Two year,Yes,Bank transfer (automatic),75.15,3822.45,Movies,FullSecurity +Female,No,No,No,53,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.25,1048.45,Nope,Nope +Female,No,Yes,No,58,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),109.1,6393.65,FullService,OnlineSecurity +Male,No,No,No,46,Nope,DSL,No,No,One year,Yes,Bank transfer (automatic),30.75,1489.3,Nope,OnlineSecurity +Male,Yes,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),112.9,8061.5,FullService,FullSecurity +Female,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.2,74.2,Nope,Nope +Female,No,Yes,Yes,6,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,94.05,518.75,TV,DeviceProtection +Male,No,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),78.85,5763.15,Movies,FullSecurity +Male,No,No,No,4,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,55.3,238.5,Movies,Nope +Female,No,Yes,Yes,52,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.35,1031.7,Nope,Nope +Female,No,No,No,2,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.45,34.8,Nope,Nope +Female,No,Yes,No,65,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1319.95,Nope,Nope +Male,Yes,Yes,No,43,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.0,4388.4,FullService,Nope +Male,No,Yes,No,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.2,420.2,FullService,Nope +Male,Yes,Yes,No,25,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,89.05,2177.45,Movies,OnlineSecurity +Female,No,Yes,No,51,MultipleLines,DSL,Yes,Yes,One year,Yes,Credit card (automatic),78.65,3950.85,FullService,Nope +Male,No,No,No,12,MultipleLines,DSL,No,No,Month-to-month,No,Bank transfer (automatic),74.75,827.05,FullService,DeviceProtection +Female,No,Yes,Yes,57,SingleLine,DSL,No,No,One year,Yes,Bank transfer (automatic),70.1,3913.3,FullService,OnlineSecurity +Female,No,Yes,Yes,24,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.9,533.5,Nope,Nope +Female,No,Yes,No,64,MultipleLines,DSL,No,Yes,One year,No,Bank transfer (automatic),58.35,3756.45,Nope,DeviceProtection +Female,No,No,No,4,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Electronic check,105.65,443.9,FullService,DeviceProtection +Female,No,No,No,26,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),100.5,2599.95,FullService,DeviceProtection +Female,No,Yes,Yes,15,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,284.3,Nope,Nope +Male,Yes,Yes,No,64,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.65,1740.8,Nope,Nope +Male,Yes,Yes,No,36,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,96.5,3436.1,FullService,Nope +Female,No,Yes,No,27,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),95.0,2462.55,FullService,Nope +Male,Yes,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,70.85,70.85,Nope,Nope +Female,No,No,No,35,MultipleLines,DSL,No,Yes,One year,Yes,Credit card (automatic),85.95,3110.1,FullService,FullSecurity +Male,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.9,280.85,Nope,DeviceProtection +Female,No,Yes,Yes,8,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.45,411.75,Nope,Nope +Male,No,No,No,10,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.0,198.6,Nope,Nope +Female,No,No,No,2,SingleLine,DSL,Yes,No,Month-to-month,No,Mailed check,49.2,103.7,Nope,Nope +Female,No,Yes,No,58,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),109.45,6144.55,FullService,FullSecurity +Male,No,Yes,No,51,SingleLine,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),83.25,4089.45,FullService,FullSecurity +Female,No,Yes,Yes,46,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,19.25,864.2,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.65,19.65,Nope,Nope +Male,No,No,No,46,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),72.8,3249.4,Nope,Nope +Female,No,Yes,No,50,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.65,5405.8,FullService,OnlineSecurity +Male,No,Yes,Yes,53,SingleLine,DSL,Yes,Yes,Month-to-month,No,Credit card (automatic),65.0,3363.8,TV,Nope +Male,No,Yes,No,61,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,114.1,7132.15,FullService,DeviceProtection +Male,No,No,No,5,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.65,93.55,Nope,Nope +Male,No,No,No,47,SingleLine,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),86.95,4138.9,FullService,FullSecurity +Female,No,No,No,54,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),94.75,5121.75,TV,DeviceProtection +Male,No,No,Yes,19,Nope,DSL,No,No,Month-to-month,Yes,Credit card (automatic),25.35,566.1,Nope,Nope +Female,No,No,Yes,26,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,105.45,2715.3,FullService,DeviceProtection +Male,No,Yes,Yes,70,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.4,1782.05,Nope,Nope +Male,No,Yes,No,17,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,102.55,1742.5,FullService,DeviceProtection +Female,No,No,No,30,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.2,2983.8,FullService,Nope +Female,No,No,Yes,1,MultipleLines,No,No internet service,No internet service,Month-to-month,No,Mailed check,24.0,24.0,Nope,Nope +Female,No,Yes,Yes,19,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.6,485.9,Nope,Nope +Female,No,Yes,No,26,SingleLine,DSL,Yes,No,Two year,Yes,Credit card (automatic),73.5,1905.7,FullService,DeviceProtection +Female,No,Yes,Yes,21,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),74.05,1565.7,Nope,Nope +Male,No,Yes,No,50,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,98.25,4858.7,FullService,Nope +Female,No,Yes,No,68,Nope,DSL,No,No,One year,Yes,Electronic check,54.4,3723.65,FullService,FullSecurity +Male,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),101.55,298.35,FullService,DeviceProtection +Male,No,Yes,Yes,9,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Electronic check,103.1,970.45,FullService,DeviceProtection +Female,No,Yes,Yes,51,Nope,DSL,No,Yes,Two year,No,Bank transfer (automatic),34.2,1782.0,Nope,OnlineSecurity +Female,No,No,No,9,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,43.75,405.7,Nope,Nope +Male,Yes,Yes,Yes,41,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,111.95,4534.9,FullService,DeviceProtection +Male,No,No,No,22,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.65,2415.95,FullService,Nope +Female,No,Yes,Yes,21,Nope,DSL,No,No,One year,Yes,Electronic check,55.95,1157.05,FullService,FullSecurity +Male,No,Yes,Yes,71,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.05,8297.5,FullService,FullSecurity +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.75,45.75,Nope,Nope +Male,No,Yes,Yes,26,MultipleLines,DSL,No,Yes,One year,Yes,Credit card (automatic),82.0,2083.1,FullService,DeviceProtection +Male,No,Yes,No,71,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),65.15,4681.75,Nope,OnlineSecurity +Male,No,No,No,4,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),44.8,176.2,Nope,Nope +Female,No,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.8,1001.2,Nope,OnlineSecurity +Female,No,Yes,No,18,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,88.85,1594.75,TV,Nope +Female,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.95,212.4,Nope,Nope +Female,Yes,Yes,No,72,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),106.85,7677.4,FullService,OnlineSecurity +Male,No,No,No,11,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,74.95,815.5,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),80.15,80.15,Movies,Nope +Male,No,No,No,13,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.3,259.65,Nope,Nope +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,109.25,8109.8,FullService,DeviceProtection +Male,No,Yes,No,42,MultipleLines,DSL,No,No,One year,No,Credit card (automatic),56.1,2386.85,Nope,OnlineSecurity +Female,No,No,No,17,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,340.35,Nope,Nope +Female,Yes,No,No,7,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,51.3,419.35,Nope,Nope +Female,No,Yes,No,68,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Mailed check,118.6,7990.05,FullService,FullSecurity +Male,No,Yes,Yes,56,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.15,1402.25,Nope,Nope +Female,No,Yes,Yes,38,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.3,749.35,Nope,Nope +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,115.5,8425.15,FullService,FullSecurity +Female,No,No,No,48,MultipleLines,No,No internet service,No internet service,One year,No,Credit card (automatic),25.05,1171.5,Nope,Nope +Female,Yes,Yes,No,52,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,109.1,5647.95,FullService,FullSecurity +Female,No,Yes,Yes,35,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.65,708.8,Nope,Nope +Male,No,Yes,No,67,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.3,7567.2,FullService,DeviceProtection +Female,No,No,No,1,Nope,DSL,No,No,Month-to-month,No,Mailed check,29.9,29.9,Nope,OnlineSecurity +Male,No,No,No,53,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Mailed check,80.6,4348.1,Nope,Nope +Male,No,Yes,Yes,34,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.8,635.9,Nope,Nope +Female,No,No,No,3,Nope,DSL,No,No,Month-to-month,No,Credit card (automatic),35.2,108.95,TV,Nope +Female,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,78.8,78.8,TV,Nope +Male,No,No,No,19,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Mailed check,89.95,1682.4,TV,DeviceProtection +Female,Yes,Yes,No,60,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.05,6925.9,FullService,FullSecurity +Male,No,No,No,11,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,223.15,Nope,Nope +Female,No,No,No,47,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,106.4,5127.95,FullService,DeviceProtection +Male,No,No,No,18,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,49.4,874.8,Nope,OnlineSecurity +Female,No,Yes,Yes,60,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),115.25,6758.45,FullService,FullSecurity +Male,No,Yes,No,72,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),24.8,1874.3,Nope,Nope +Male,No,No,No,39,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.9,791.15,Nope,Nope +Female,No,Yes,No,59,SingleLine,Fiber optic,No,No,One year,Yes,Credit card (automatic),81.25,4639.45,Nope,FullSecurity +Male,No,Yes,Yes,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,69.95,143.9,Nope,Nope +Male,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,69.1,69.1,Nope,Nope +Male,No,Yes,Yes,20,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.2,1776.55,FullService,Nope +Female,No,No,No,6,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),93.55,536.4,FullService,Nope +Male,No,No,No,71,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Credit card (automatic),86.4,6172.0,Nope,DeviceProtection +Female,No,Yes,No,24,MultipleLines,DSL,Yes,No,Month-to-month,No,Mailed check,66.3,1559.45,Nope,FullSecurity +Male,Yes,Yes,No,67,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),94.65,6079.0,FullService,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,80.85,80.85,Movies,Nope +Female,No,Yes,Yes,48,MultipleLines,Fiber optic,No,No,One year,Yes,Mailed check,82.05,4029.95,Movies,Nope +Female,No,Yes,No,37,MultipleLines,DSL,Yes,Yes,One year,No,Mailed check,72.1,2658.4,Movies,Nope +Male,No,No,No,11,Nope,DSL,Yes,No,Month-to-month,No,Mailed check,34.7,383.55,Nope,DeviceProtection +Male,No,Yes,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.55,51.15,Nope,Nope +Female,No,Yes,No,18,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),95.95,1745.5,FullService,DeviceProtection +Male,No,Yes,Yes,50,SingleLine,DSL,No,No,One year,Yes,Bank transfer (automatic),44.8,2230.85,Nope,Nope +Female,No,Yes,Yes,67,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,109.4,7281.6,FullService,FullSecurity +Female,No,Yes,No,25,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,71.05,1837.7,Movies,OnlineSecurity +Female,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.55,149.55,Nope,DeviceProtection +Male,No,No,No,9,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,180.7,Nope,Nope +Female,No,No,Yes,10,Nope,DSL,Yes,Yes,One year,No,Mailed check,40.25,411.45,Nope,OnlineSecurity +Female,No,Yes,No,70,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1328.35,Nope,Nope +Male,No,No,No,9,SingleLine,DSL,No,Yes,Month-to-month,Yes,Bank transfer (automatic),68.25,576.95,Movies,FullSecurity +Female,No,No,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.15,68.45,Nope,Nope +Female,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,50.95,123.05,Nope,OnlineSecurity +Female,No,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,78.65,78.65,Movies,Nope +Male,No,No,No,19,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),25.15,468.35,Nope,Nope +Male,No,Yes,Yes,7,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.25,174.7,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,42.9,42.9,Nope,Nope +Male,Yes,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,44.0,44.0,Nope,Nope +Female,No,Yes,Yes,9,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.25,172.35,Nope,Nope +Female,No,No,No,3,Nope,DSL,No,Yes,Month-to-month,No,Mailed check,34.25,139.35,Nope,OnlineSecurity +Female,No,No,No,9,Nope,DSL,No,Yes,Month-to-month,No,Mailed check,58.5,539.85,FullService,FullSecurity +Female,No,No,No,5,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),55.8,300.4,Nope,FullSecurity +Female,No,Yes,Yes,56,SingleLine,Fiber optic,No,No,One year,No,Bank transfer (automatic),88.9,4968.0,FullService,Nope +Female,No,No,Yes,18,MultipleLines,DSL,No,No,Month-to-month,No,Mailed check,57.65,992.7,Nope,OnlineSecurity +Male,Yes,No,No,49,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.2,4718.25,FullService,Nope +Male,No,Yes,No,70,MultipleLines,DSL,Yes,Yes,Two year,No,Mailed check,79.15,5536.5,TV,FullSecurity +Female,No,No,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),108.05,7806.6,FullService,DeviceProtection +Female,Yes,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,74.4,434.1,Nope,DeviceProtection +Male,Yes,Yes,No,17,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.8,1563.9,FullService,Nope +Male,No,Yes,No,29,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,45.9,1332.4,FullService,Nope +Female,No,Yes,No,6,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.3,545.2,FullService,DeviceProtection +Male,No,Yes,No,63,MultipleLines,Fiber optic,No,No,Two year,No,Electronic check,102.6,6296.75,FullService,DeviceProtection +Male,No,Yes,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),73.85,1284.2,Nope,Nope +Male,No,No,No,59,SingleLine,DSL,No,No,One year,Yes,Bank transfer (automatic),61.35,3645.5,Movies,DeviceProtection +Female,No,No,No,3,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,57.55,161.45,TV,DeviceProtection +Female,No,No,No,8,Nope,DSL,Yes,No,Month-to-month,Yes,Mailed check,29.25,226.95,Nope,Nope +Female,Yes,Yes,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.55,646.85,Movies,Nope +Female,No,No,No,68,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,1441.65,Nope,Nope +Female,No,Yes,Yes,68,MultipleLines,Fiber optic,No,Yes,Two year,No,Credit card (automatic),111.75,7511.3,FullService,FullSecurity +Female,Yes,Yes,No,52,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,106.5,5621.85,FullService,DeviceProtection +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),107.7,7919.8,FullService,OnlineSecurity +Female,No,Yes,No,32,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.3,593.2,Nope,Nope +Female,No,Yes,No,72,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.05,1423.65,Nope,Nope +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),69.95,69.95,Nope,Nope +Male,No,Yes,Yes,42,SingleLine,DSL,No,Yes,One year,No,Credit card (automatic),63.7,2763.35,Movies,OnlineSecurity +Female,No,No,No,25,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,692.1,Nope,Nope +Male,No,No,No,45,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),50.9,2298.55,Nope,OnlineSecurity +Female,No,Yes,Yes,43,Nope,DSL,No,Yes,One year,Yes,Credit card (automatic),60.4,2640.55,FullService,FullSecurity +Male,No,Yes,No,37,MultipleLines,DSL,No,No,One year,No,Mailed check,79.25,2911.8,FullService,FullSecurity +Female,Yes,No,No,20,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),85.8,1727.5,Movies,Nope +Female,No,No,No,4,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,24.45,86.6,Nope,Nope +Male,No,Yes,No,63,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),110.1,6705.7,FullService,FullSecurity +Male,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,90.7,237.65,FullService,Nope +Male,No,Yes,Yes,66,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,1672.35,Nope,Nope +Male,No,No,No,28,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.7,2979.5,FullService,DeviceProtection +Female,Yes,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,85.2,695.75,Movies,Nope +Male,No,No,Yes,71,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,24.35,1654.6,Nope,Nope +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,24.25,24.25,Nope,Nope +Female,No,Yes,Yes,72,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.1,1857.85,Nope,Nope +Male,Yes,Yes,No,16,SingleLine,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),54.55,825.1,Nope,OnlineSecurity +Male,No,Yes,No,66,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Mailed check,96.6,6424.25,Nope,FullSecurity +Female,No,No,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.5,837.95,Nope,Nope +Male,No,No,No,51,MultipleLines,DSL,Yes,Yes,One year,Yes,Credit card (automatic),81.15,4126.2,TV,FullSecurity +Female,No,No,Yes,8,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,38.5,330.8,Movies,OnlineSecurity +Male,No,No,No,14,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,92.9,1337.45,FullService,Nope +Female,No,No,No,4,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,93.5,362.2,Movies,Nope +Female,No,No,No,70,MultipleLines,DSL,Yes,No,Two year,No,Mailed check,84.7,5991.05,FullService,FullSecurity +Female,No,No,Yes,70,MultipleLines,DSL,Yes,Yes,Two year,No,Electronic check,66.0,4891.5,Nope,OnlineSecurity +Female,Yes,Yes,No,54,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),101.5,5373.1,FullService,Nope +Male,No,No,Yes,28,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,2068.55,Nope,OnlineSecurity +Male,No,No,No,24,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.75,487.05,Nope,Nope +Female,No,Yes,No,69,SingleLine,DSL,Yes,No,Two year,Yes,Credit card (automatic),61.45,4131.2,Movies,Nope +Male,No,Yes,Yes,42,SingleLine,DSL,Yes,No,Month-to-month,No,Mailed check,54.5,2301.15,Nope,OnlineSecurity +Female,Yes,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.6,131.65,Nope,Nope +Female,Yes,No,No,39,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.75,4036.0,FullService,DeviceProtection +Male,No,Yes,Yes,45,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.75,4900.65,FullService,DeviceProtection +Male,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.85,5727.45,TV,FullSecurity +Female,No,No,No,38,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.3,743.05,Nope,Nope +Male,No,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),67.8,4804.65,Nope,FullSecurity +Male,No,No,No,1,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.05,24.05,Nope,Nope +Male,No,Yes,Yes,72,SingleLine,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1414.65,Nope,Nope +Male,No,Yes,No,55,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.7,1443.65,Nope,Nope +Female,No,Yes,Yes,51,Nope,DSL,No,Yes,One year,Yes,Electronic check,56.15,2898.95,FullService,DeviceProtection +Male,No,No,No,63,SingleLine,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.7,5309.5,FullService,FullSecurity +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,Nope,Nope +Female,No,Yes,Yes,23,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,19.65,451.55,Nope,Nope +Female,No,No,No,1,SingleLine,DSL,Yes,No,Month-to-month,No,Electronic check,50.55,50.55,Nope,Nope +Female,No,No,No,2,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Mailed check,54.35,117.05,Nope,Nope +Female,Yes,No,No,52,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Credit card (automatic),108.1,5839.3,FullService,FullSecurity +Female,No,No,No,36,MultipleLines,DSL,No,No,One year,No,Mailed check,54.45,1893.5,Nope,OnlineSecurity +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.35,45.35,Nope,Nope +Female,No,No,No,28,MultipleLines,DSL,No,No,One year,No,Mailed check,59.0,1654.45,Nope,FullSecurity +Female,No,Yes,Yes,7,SingleLine,DSL,Yes,No,One year,No,Electronic check,69.45,477.05,TV,FullSecurity +Male,No,No,No,14,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.55,1415.55,FullService,Nope +Male,Yes,Yes,No,72,Nope,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),64.95,4546.0,FullService,FullSecurity +Female,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,20.5,Nope,Nope +Female,No,No,No,10,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,18.85,163.2,Nope,Nope +Male,No,No,No,42,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,849.9,Nope,Nope +Female,No,No,No,7,Nope,DSL,No,No,Month-to-month,No,Bank transfer (automatic),25.05,189.95,Nope,Nope +Male,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.8,321.9,Nope,DeviceProtection +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),114.3,8058.55,FullService,FullSecurity +Female,No,Yes,No,20,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,24.45,482.8,Nope,Nope +Male,No,No,No,63,SingleLine,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),109.2,7049.75,FullService,FullSecurity +Female,No,No,No,56,Nope,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),45.05,2560.1,Nope,FullSecurity +Female,No,No,Yes,5,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,51.0,286.8,Nope,Nope +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.45,7982.5,FullService,DeviceProtection +Male,Yes,Yes,Yes,68,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,84.65,5683.6,Nope,DeviceProtection +Male,No,Yes,Yes,67,SingleLine,DSL,Yes,Yes,One year,No,Mailed check,60.05,3994.05,Nope,OnlineSecurity +Male,No,Yes,Yes,8,SingleLine,DSL,No,No,Month-to-month,No,Bank transfer (automatic),44.65,369.15,Nope,Nope +Male,No,Yes,Yes,52,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),93.25,4631.7,Movies,Nope +Female,No,Yes,Yes,18,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,401.95,Nope,Nope +Female,No,Yes,Yes,59,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.45,1534.05,Nope,Nope +Female,No,No,No,60,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.6,1093.0,Nope,Nope +Male,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.1,701.3,FullService,Nope +Male,No,Yes,Yes,59,Nope,DSL,No,No,One year,No,Mailed check,34.8,1980.3,Nope,FullSecurity +Male,No,No,No,46,Nope,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),60.75,2893.4,FullService,FullSecurity +Male,No,No,No,5,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,51.35,262.3,Nope,Nope +Male,Yes,Yes,No,59,Nope,DSL,No,Yes,Two year,Yes,Credit card (automatic),64.05,3886.85,FullService,FullSecurity +Female,No,Yes,No,70,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.8,5917.55,FullService,DeviceProtection +Female,No,No,No,14,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),71.0,914.0,Nope,Nope +Female,No,No,No,44,MultipleLines,DSL,No,No,Month-to-month,Yes,Mailed check,50.15,2139.1,Nope,Nope +Female,No,Yes,No,64,MultipleLines,Fiber optic,No,No,Two year,Yes,Credit card (automatic),94.6,5948.7,TV,FullSecurity +Female,No,Yes,Yes,58,Nope,DSL,No,Yes,Two year,No,Mailed check,59.75,3624.35,FullService,FullSecurity +Female,Yes,Yes,No,46,MultipleLines,Fiber optic,No,Yes,One year,No,Electronic check,100.25,4753.85,FullService,Nope +Male,Yes,Yes,No,58,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,98.9,5780.7,FullService,Nope +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Credit card (automatic),97.7,6869.7,FullService,Nope +Female,Yes,No,No,30,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,40.3,1172.95,TV,DeviceProtection +Male,Yes,No,No,11,MultipleLines,DSL,Yes,No,Month-to-month,No,Bank transfer (automatic),60.25,662.95,Nope,OnlineSecurity +Female,Yes,No,No,34,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,56.25,1765.95,FullService,DeviceProtection +Male,No,No,No,54,Nope,DSL,Yes,No,Two year,No,Bank transfer (automatic),46.2,2431.95,Movies,OnlineSecurity +Female,No,No,No,3,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,50.6,155.35,FullService,Nope +Female,No,Yes,Yes,72,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,24.9,1859.2,Nope,Nope +Female,No,Yes,Yes,40,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,84.85,3303.05,Nope,DeviceProtection +Female,No,Yes,Yes,2,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,65.7,134.35,FullService,Nope +Male,No,Yes,Yes,54,MultipleLines,DSL,No,No,Two year,No,Credit card (automatic),63.35,3409.1,Movies,DeviceProtection +Female,No,No,No,14,SingleLine,DSL,No,No,Month-to-month,No,Bank transfer (automatic),50.1,709.5,Nope,OnlineSecurity +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.5,70.5,Nope,Nope +Female,No,No,No,10,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.85,953.45,Movies,DeviceProtection +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,50.15,50.15,Nope,OnlineSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,Nope,Nope +Male,No,No,No,56,MultipleLines,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),64.65,3665.55,Nope,OnlineSecurity +Female,No,Yes,No,68,SingleLine,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.6,5515.8,FullService,OnlineSecurity +Female,No,Yes,Yes,14,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,19.5,272.0,Nope,Nope +Male,No,Yes,Yes,68,SingleLine,Fiber optic,No,Yes,Two year,Yes,Electronic check,99.55,6668.0,FullService,OnlineSecurity +Male,Yes,Yes,No,55,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.0,4052.4,Nope,Nope +Female,No,No,No,16,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,38.9,664.4,TV,OnlineSecurity +Male,Yes,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.55,718.55,Movies,Nope +Male,No,Yes,Yes,14,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,65.45,937.6,TV,OnlineSecurity +Male,Yes,Yes,No,58,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.7,5812.6,FullService,DeviceProtection +Male,No,No,No,53,Nope,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),46.3,2546.85,Movies,OnlineSecurity +Male,No,Yes,No,70,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Credit card (automatic),99.35,6944.5,TV,FullSecurity +Female,Yes,Yes,Yes,14,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.8,1346.3,FullService,Nope +Male,No,Yes,Yes,22,SingleLine,DSL,No,Yes,One year,Yes,Bank transfer (automatic),67.5,1544.05,TV,FullSecurity +Female,No,Yes,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),78.15,765.15,Nope,OnlineSecurity +Female,No,Yes,Yes,29,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,26.1,692.55,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Nope,Nope +Male,No,Yes,No,49,MultipleLines,DSL,No,Yes,One year,No,Electronic check,84.35,4059.35,FullService,FullSecurity +Female,Yes,Yes,No,68,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.2,6851.65,FullService,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,78.05,78.05,TV,Nope +Female,No,No,No,30,Nope,DSL,No,Yes,One year,Yes,Credit card (automatic),40.35,1187.05,Movies,Nope +Female,No,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),79.2,5401.9,TV,FullSecurity +Female,No,No,No,10,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.9,247.0,Nope,Nope +Male,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,73.6,520.0,Nope,Nope +Female,No,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.75,706.6,Nope,Nope +Female,No,No,Yes,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,49.9,49.9,Nope,OnlineSecurity +Female,No,No,No,20,MultipleLines,DSL,Yes,Yes,Month-to-month,Yes,Credit card (automatic),68.9,1370.35,Movies,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,Nope,Nope +Female,No,No,No,29,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),76.0,2215.25,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Electronic check,74.0,74.0,Nope,Nope +Male,No,No,No,3,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,82.3,214.4,Nope,OnlineSecurity +Female,No,No,No,20,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),89.4,1871.15,TV,FullSecurity +Male,No,No,Yes,64,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.15,6171.2,FullService,Nope +Female,No,No,No,6,Nope,DSL,No,No,Month-to-month,No,Bank transfer (automatic),29.45,161.45,Nope,OnlineSecurity +Male,No,Yes,No,50,SingleLine,No,No internet service,No internet service,Two year,No,Electronic check,19.8,1013.2,Nope,Nope +Male,No,No,No,6,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),59.15,336.7,Movies,OnlineSecurity +Male,No,Yes,Yes,7,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,44.75,333.65,Nope,Nope +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,No,No,Two year,Yes,Credit card (automatic),90.8,6511.8,Movies,DeviceProtection +Male,No,Yes,No,8,SingleLine,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),49.55,393.45,Nope,Nope +Female,No,Yes,Yes,67,MultipleLines,Fiber optic,No,Yes,Two year,No,Credit card (automatic),106.7,7009.5,FullService,OnlineSecurity +Female,Yes,Yes,No,24,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.55,2264.05,FullService,Nope +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Credit card (automatic),94.45,6921.7,Movies,OnlineSecurity +Male,No,Yes,Yes,33,SingleLine,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.45,600.25,Nope,Nope +Male,No,No,No,2,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,25.05,56.35,Nope,Nope +Male,No,Yes,No,70,SingleLine,DSL,Yes,Yes,Two year,No,Mailed check,67.95,4664.15,Movies,OnlineSecurity +Female,No,No,No,22,SingleLine,DSL,Yes,No,One year,No,Bank transfer (automatic),65.25,1441.8,TV,DeviceProtection +Female,No,No,No,59,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),99.45,5623.7,Movies,FullSecurity +Male,No,No,No,36,SingleLine,No,No internet service,No internet service,One year,Yes,Credit card (automatic),20.35,695.85,Nope,Nope +Female,No,Yes,Yes,51,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.95,1028.75,Nope,Nope +Male,No,Yes,No,53,MultipleLines,DSL,No,Yes,One year,No,Bank transfer (automatic),77.4,4155.95,TV,FullSecurity +Female,No,Yes,Yes,20,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),19.7,395.6,Nope,Nope +Male,No,Yes,No,63,SingleLine,Fiber optic,No,No,Two year,No,Credit card (automatic),99.7,6330.4,FullService,FullSecurity +Female,No,No,No,40,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Credit card (automatic),74.8,2971.7,Nope,Nope +Male,No,No,No,35,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,19.15,638.0,Nope,Nope +Male,No,Yes,Yes,26,SingleLine,Fiber optic,No,No,One year,No,Bank transfer (automatic),78.95,2034.25,Movies,Nope +Male,Yes,Yes,No,27,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,95.55,2510.2,Movies,DeviceProtection +Male,No,No,Yes,53,SingleLine,DSL,Yes,Yes,One year,No,Credit card (automatic),62.85,3419.5,Nope,OnlineSecurity +Male,Yes,Yes,No,34,SingleLine,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),71.55,2427.35,Nope,Nope +Female,Yes,Yes,No,19,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.95,1760.25,FullService,Nope +Male,No,Yes,No,43,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),86.1,3551.65,Nope,FullSecurity +Male,No,Yes,Yes,6,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,122.9,Nope,Nope +Male,No,No,Yes,56,MultipleLines,No,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1424.2,Nope,Nope +Male,No,No,No,57,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,39.3,2111.45,TV,Nope +Male,No,Yes,Yes,34,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,84.05,2909.95,TV,DeviceProtection +Female,No,No,No,10,Nope,DSL,Yes,Yes,Month-to-month,No,Electronic check,36.25,374.0,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,Nope,Nope +Female,No,No,No,13,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,23.9,300.8,Nope,Nope +Male,No,No,No,56,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,98.6,5581.05,FullService,Nope +Female,No,Yes,No,55,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),103.65,5676.65,FullService,DeviceProtection +Female,No,Yes,Yes,36,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),92.9,3379.25,FullService,FullSecurity +Male,No,Yes,No,47,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),19.9,942.95,Nope,Nope +Female,No,Yes,Yes,12,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.1,232.4,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.45,85.45,TV,DeviceProtection +Male,Yes,No,No,24,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,80.5,2088.45,Nope,Nope +Female,No,No,No,63,MultipleLines,Fiber optic,Yes,No,One year,No,Bank transfer (automatic),99.9,6137.0,FullService,Nope +Female,Yes,No,No,35,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,39.85,1434.6,TV,DeviceProtection +Female,No,No,No,67,SingleLine,DSL,Yes,Yes,One year,No,Credit card (automatic),60.5,3870.0,Nope,OnlineSecurity +Male,No,No,No,25,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.8,2043.45,Movies,Nope +Male,No,No,No,21,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,103.85,2215.0,FullService,FullSecurity +Female,No,No,No,13,SingleLine,DSL,Yes,Yes,Month-to-month,No,Bank transfer (automatic),67.8,842.25,Movies,OnlineSecurity +Male,No,Yes,No,35,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.2,2576.2,Nope,Nope +Male,Yes,Yes,No,71,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.85,1901.0,Nope,Nope +Female,No,No,No,29,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.35,601.6,Nope,Nope +Male,No,Yes,No,71,Nope,DSL,Yes,No,Two year,No,Electronic check,49.35,3515.25,FullService,Nope +Male,Yes,Yes,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.0,605.45,FullService,Nope +Female,Yes,No,No,57,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,55.0,3094.05,FullService,DeviceProtection +Male,No,Yes,No,65,MultipleLines,DSL,No,Yes,Two year,No,Bank transfer (automatic),76.15,4929.55,Movies,FullSecurity +Male,No,No,No,27,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.3,595.05,Nope,Nope +Male,No,No,No,6,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.9,469.8,Nope,Nope +Female,Yes,No,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),117.35,8436.25,FullService,FullSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.75,19.75,Nope,Nope +Male,No,No,No,11,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),45.2,492.0,Nope,Nope +Male,No,Yes,Yes,39,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.2,987.95,Nope,Nope +Female,Yes,No,No,59,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.75,5496.9,Nope,FullSecurity +Male,No,No,No,26,SingleLine,DSL,No,Yes,One year,No,Bank transfer (automatic),75.0,1908.35,FullService,OnlineSecurity +Male,Yes,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,49.95,107.1,Nope,DeviceProtection +Female,No,Yes,Yes,72,Nope,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),65.7,4575.35,FullService,FullSecurity +Male,No,Yes,No,65,MultipleLines,DSL,Yes,No,One year,No,Credit card (automatic),67.05,4309.55,Nope,FullSecurity +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),110.9,7922.75,FullService,DeviceProtection +Male,No,No,No,6,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),87.95,522.35,Movies,Nope +Male,Yes,No,No,32,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.8,587.7,Nope,Nope +Female,No,Yes,No,50,MultipleLines,DSL,No,No,One year,No,Bank transfer (automatic),75.7,3876.2,FullService,DeviceProtection +Male,No,Yes,No,61,Nope,DSL,No,Yes,Two year,Yes,Mailed check,62.15,3778.85,FullService,FullSecurity +Female,No,No,No,15,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.25,1457.25,FullService,DeviceProtection +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),115.15,8349.45,FullService,FullSecurity +Male,No,No,No,9,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.95,185.6,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,19.5,Nope,Nope +Female,No,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.55,1066.9,Movies,Nope +Female,No,No,No,37,Nope,DSL,No,Yes,Month-to-month,No,Credit card (automatic),28.6,973.55,Nope,Nope +Male,No,Yes,Yes,61,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.4,1226.45,Nope,Nope +Male,No,Yes,Yes,18,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,342.3,Nope,Nope +Male,No,No,Yes,21,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.65,985.05,Nope,Nope +Male,No,Yes,Yes,68,Nope,DSL,Yes,Yes,Two year,Yes,Mailed check,56.4,3948.45,Movies,FullSecurity +Male,Yes,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),73.3,828.05,Nope,Nope +Female,Yes,No,No,2,Nope,DSL,No,No,Month-to-month,No,Electronic check,24.35,41.85,Nope,Nope +Female,No,Yes,No,62,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,101.35,6164.7,FullService,DeviceProtection +Female,Yes,No,No,29,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Electronic check,98.65,2862.75,FullService,Nope +Male,No,No,Yes,1,Nope,DSL,Yes,Yes,Month-to-month,No,Mailed check,33.6,33.6,Nope,Nope +Male,Yes,Yes,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),79.9,343.95,Nope,DeviceProtection +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,20.7,20.7,Nope,Nope +Male,No,No,Yes,62,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Electronic check,104.05,6590.5,FullService,DeviceProtection +Female,No,Yes,Yes,36,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.25,717.95,Nope,Nope +Female,Yes,No,No,28,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,103.3,2890.65,FullService,DeviceProtection +Female,No,Yes,Yes,69,MultipleLines,DSL,Yes,Yes,One year,No,Credit card (automatic),73.7,4885.85,TV,OnlineSecurity +Female,No,Yes,No,11,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),96.2,1222.05,TV,OnlineSecurity +Female,No,Yes,No,63,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,108.75,6871.7,FullService,DeviceProtection +Male,No,No,No,23,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.15,405.6,Nope,Nope +Male,No,No,No,10,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.75,208.25,Nope,Nope +Female,No,Yes,No,71,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.95,1801.9,Nope,Nope +Female,Yes,No,No,45,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Electronic check,70.05,3062.45,Movies,OnlineSecurity +Female,No,Yes,Yes,70,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,24.05,1764.75,Nope,Nope +Female,No,No,Yes,22,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.75,1816.75,Movies,Nope +Female,No,Yes,Yes,52,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,23.05,1255.1,Nope,Nope +Male,No,Yes,No,55,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,104.15,5743.05,FullService,DeviceProtection +Female,No,No,No,65,Nope,DSL,No,Yes,Two year,No,Credit card (automatic),59.95,3921.1,FullService,FullSecurity +Female,No,Yes,Yes,72,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.55,1463.45,Nope,Nope +Male,No,Yes,No,10,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),19.6,189.45,Nope,Nope +Female,No,No,Yes,7,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.05,96.8,Nope,Nope +Male,Yes,No,No,5,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,85.55,408.5,Movies,Nope +Female,No,Yes,Yes,24,MultipleLines,DSL,No,No,Two year,No,Credit card (automatic),78.6,1846.65,FullService,FullSecurity +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),116.8,8456.75,FullService,FullSecurity +Male,No,No,No,21,Nope,DSL,No,Yes,Month-to-month,Yes,Mailed check,43.55,1011.5,TV,OnlineSecurity +Male,No,Yes,No,69,Nope,DSL,Yes,Yes,One year,Yes,Credit card (automatic),60.8,4263.4,FullService,DeviceProtection +Male,No,Yes,Yes,44,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),54.9,2549.1,Nope,Nope +Female,Yes,Yes,Yes,61,MultipleLines,DSL,No,No,One year,Yes,Electronic check,65.2,3965.05,TV,DeviceProtection +Male,Yes,No,No,24,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),102.95,2496.7,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,90.6,90.6,FullService,Nope +Female,No,No,No,6,SingleLine,DSL,No,Yes,Month-to-month,Yes,Bank transfer (automatic),50.8,288.05,Nope,Nope +Male,No,No,No,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,90.05,368.1,Movies,Nope +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,108.2,7840.6,FullService,DeviceProtection +Male,No,No,No,72,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),92.0,6632.75,FullService,FullSecurity +Male,Yes,Yes,No,14,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.1,1013.35,Nope,Nope +Male,No,No,No,7,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.05,152.95,Nope,Nope +Female,No,No,No,48,SingleLine,Fiber optic,Yes,No,One year,No,Electronic check,75.15,3772.65,Nope,Nope +Male,No,Yes,Yes,55,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.5,1026.35,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.3,19.3,Nope,Nope +Male,No,No,No,45,SingleLine,Fiber optic,Yes,Yes,One year,No,Credit card (automatic),112.2,5031.85,FullService,FullSecurity +Male,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.3,220.4,Nope,Nope +Female,No,Yes,No,71,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.6,1416.5,Nope,Nope +Male,No,Yes,No,8,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,158.35,Nope,Nope +Female,No,Yes,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.85,256.6,Nope,Nope +Male,No,Yes,Yes,69,SingleLine,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),80.65,5542.55,FullService,OnlineSecurity +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,68.5,68.5,Nope,Nope +Female,Yes,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),115.75,8443.7,FullService,FullSecurity +Male,No,No,No,11,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.5,791.75,Nope,OnlineSecurity +Male,No,No,No,71,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),80.6,5708.2,Movies,FullSecurity +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.95,69.95,Nope,Nope +Female,No,Yes,No,33,Nope,DSL,No,Yes,Two year,No,Bank transfer (automatic),59.55,2016.3,FullService,FullSecurity +Female,No,No,No,16,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.05,326.65,Nope,Nope +Female,Yes,Yes,No,56,MultipleLines,Fiber optic,Yes,Yes,One year,No,Electronic check,95.65,5471.75,Nope,FullSecurity +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.95,19.95,Nope,Nope +Male,No,No,No,5,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,70.05,346.4,FullService,DeviceProtection +Male,No,Yes,Yes,57,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.4,1061.6,Nope,Nope +Male,No,Yes,Yes,56,Nope,DSL,Yes,No,One year,Yes,Credit card (automatic),36.1,1971.5,Nope,DeviceProtection +Male,No,No,No,8,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.0,773.65,TV,DeviceProtection +Female,No,Yes,Yes,22,SingleLine,DSL,Yes,No,Month-to-month,No,Mailed check,61.15,1422.05,Nope,FullSecurity +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,Nope,Nope +Female,No,No,Yes,40,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),64.1,2460.35,TV,OnlineSecurity +Male,No,Yes,Yes,46,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.75,856.5,Nope,Nope +Male,No,Yes,Yes,63,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.7,1275.85,Nope,Nope +Male,No,Yes,Yes,68,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Electronic check,110.2,7467.5,FullService,FullSecurity +Male,No,Yes,Yes,69,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),106.35,7261.75,FullService,OnlineSecurity +Female,No,Yes,No,56,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,No,Electronic check,90.55,5116.6,Nope,DeviceProtection +Female,No,Yes,Yes,10,SingleLine,DSL,Yes,No,One year,Yes,Mailed check,65.9,660.05,Movies,DeviceProtection +Male,No,No,No,63,MultipleLines,Fiber optic,Yes,Yes,One year,No,Credit card (automatic),104.5,6590.8,TV,FullSecurity +Female,No,Yes,Yes,24,Nope,DSL,Yes,Yes,Two year,Yes,Mailed check,52.5,1208.15,Movies,FullSecurity +Female,No,No,No,19,MultipleLines,DSL,No,No,Month-to-month,Yes,Mailed check,56.1,1033.9,Nope,DeviceProtection +Male,No,Yes,Yes,22,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.75,1885.15,TV,DeviceProtection +Male,No,Yes,No,29,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,84.45,2467.1,Nope,OnlineSecurity +Male,No,Yes,No,13,MultipleLines,DSL,No,No,One year,Yes,Mailed check,75.3,989.45,FullService,DeviceProtection +Female,No,Yes,No,70,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26.0,2006.95,Nope,Nope +Female,No,Yes,No,49,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,99.4,5025.0,FullService,DeviceProtection +Female,Yes,Yes,No,43,MultipleLines,Fiber optic,No,Yes,One year,Yes,Mailed check,109.55,4830.25,FullService,FullSecurity +Female,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,59.75,Nope,Nope +Male,No,Yes,Yes,42,SingleLine,DSL,No,Yes,One year,No,Electronic check,73.15,3088.25,FullService,DeviceProtection +Male,No,No,No,57,SingleLine,DSL,Yes,Yes,One year,Yes,Mailed check,54.65,3134.7,Nope,Nope +Male,Yes,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Bank transfer (automatic),66.4,94.55,TV,FullSecurity +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),115.55,8312.4,FullService,FullSecurity +Female,Yes,No,No,46,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.45,4863.85,FullService,DeviceProtection +Male,Yes,Yes,No,66,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),100.05,6871.9,FullService,Nope +Male,No,No,No,62,MultipleLines,Fiber optic,Yes,Yes,One year,No,Electronic check,102.0,6529.25,Movies,OnlineSecurity +Female,No,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),91.15,6637.9,FullService,FullSecurity +Male,No,Yes,Yes,35,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Electronic check,89.7,3165.6,TV,Nope +Male,No,Yes,No,17,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Credit card (automatic),90.2,1454.15,Nope,FullSecurity +Female,No,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Electronic check,92.4,6786.1,FullService,FullSecurity +Female,No,Yes,Yes,28,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.9,543.0,Nope,Nope +Male,No,Yes,No,56,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.15,1327.15,Nope,Nope +Female,No,No,No,31,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),79.85,2404.15,Nope,Nope +Male,No,No,No,45,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),18.85,867.3,Nope,Nope +Female,No,No,No,1,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.75,25.75,Nope,Nope +Female,No,No,No,2,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,49.6,114.7,Nope,Nope +Female,No,No,No,6,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.95,109.5,Nope,Nope +Female,No,Yes,No,48,SingleLine,Fiber optic,Yes,No,One year,Yes,Electronic check,97.05,4692.95,FullService,DeviceProtection +Male,No,Yes,Yes,25,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.4,546.85,Nope,Nope +Male,No,Yes,Yes,64,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.7,1274.05,Nope,Nope +Male,No,No,No,50,Nope,DSL,Yes,No,Month-to-month,Yes,Mailed check,35.0,1782.4,Nope,OnlineSecurity +Female,No,Yes,Yes,52,MultipleLines,Fiber optic,No,No,One year,No,Bank transfer (automatic),101.25,5301.1,FullService,DeviceProtection +Male,Yes,Yes,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.2,280.35,Nope,Nope +Female,Yes,No,No,32,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,90.95,2897.95,FullService,Nope +Male,No,Yes,Yes,45,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),73.85,3371.0,TV,OnlineSecurity +Male,No,Yes,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.05,801.3,Movies,OnlineSecurity +Female,Yes,Yes,No,66,MultipleLines,Fiber optic,No,Yes,One year,Yes,Credit card (automatic),105.95,6975.25,FullService,DeviceProtection +Male,No,No,Yes,3,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,91.85,257.05,Movies,DeviceProtection +Female,No,No,No,54,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.1,1079.45,Nope,Nope +Female,No,Yes,Yes,1,Nope,DSL,No,Yes,Month-to-month,No,Electronic check,40.1,40.1,TV,Nope +Female,No,Yes,Yes,64,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),110.3,6997.3,FullService,OnlineSecurity +Female,Yes,No,No,31,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.9,2217.15,Nope,Nope +Female,No,No,No,14,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,89.8,1129.1,FullService,Nope +Female,No,No,No,12,SingleLine,Fiber optic,No,No,One year,Yes,Credit card (automatic),85.15,979.05,TV,OnlineSecurity +Male,Yes,Yes,No,67,SingleLine,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),60.95,4119.4,Nope,OnlineSecurity +Female,No,Yes,Yes,35,MultipleLines,DSL,No,Yes,Month-to-month,No,Electronic check,72.25,2568.55,TV,FullSecurity +Female,No,No,No,45,MultipleLines,DSL,No,Yes,Two year,No,Mailed check,73.55,3349.1,Movies,OnlineSecurity +Male,No,No,No,10,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,46.0,492.1,Nope,Nope +Female,Yes,No,No,29,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),58.55,1718.95,Nope,OnlineSecurity +Female,No,No,No,24,MultipleLines,No,No internet service,No internet service,One year,No,Bank transfer (automatic),24.6,605.25,Nope,Nope +Male,No,Yes,Yes,66,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,19.75,1344.5,Nope,Nope +Male,No,No,No,51,SingleLine,Fiber optic,No,No,One year,No,Mailed check,86.35,4267.15,TV,OnlineSecurity +Female,No,Yes,No,45,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.5,1121.05,Nope,Nope +Female,No,Yes,No,49,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.0,918.7,Nope,Nope +Female,No,Yes,No,29,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,19.55,521.8,Nope,Nope +Male,No,Yes,Yes,40,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),110.1,4469.1,FullService,OnlineSecurity +Female,Yes,No,No,37,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.55,3580.3,FullService,Nope +Male,No,No,No,25,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,69.75,1729.35,Nope,Nope +Female,No,No,No,22,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,50.6,1073.3,FullService,DeviceProtection +Male,No,No,No,72,Nope,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.6,4566.5,FullService,FullSecurity +Female,No,No,No,7,Nope,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),40.1,293.3,Movies,Nope +Male,No,Yes,Yes,33,SingleLine,DSL,Yes,Yes,Two year,No,Credit card (automatic),82.1,2603.1,FullService,DeviceProtection +Female,No,No,No,23,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Mailed check,79.1,1783.75,Nope,Nope +Male,Yes,No,No,24,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.25,2440.15,FullService,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,79.55,79.55,TV,Nope +Male,No,No,No,69,MultipleLines,DSL,Yes,Yes,Two year,No,Mailed check,90.65,6322.1,FullService,FullSecurity +Female,No,No,Yes,3,SingleLine,No,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,57.4,Nope,Nope +Male,No,No,No,56,SingleLine,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),75.75,4284.65,FullService,Nope +Male,No,No,No,65,MultipleLines,Fiber optic,No,Yes,One year,Yes,Credit card (automatic),110.0,7138.65,FullService,FullSecurity +Male,No,Yes,No,71,SingleLine,No,No internet service,No internet service,One year,No,Electronic check,20.85,1539.75,Nope,Nope +Female,Yes,No,No,14,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),80.35,1058.1,Nope,DeviceProtection +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.15,123.8,Nope,Nope +Female,No,No,No,32,MultipleLines,Fiber optic,No,No,One year,No,Electronic check,84.05,2781.85,TV,Nope +Male,No,No,No,40,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,67.45,2731.0,Movies,FullSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.75,20.75,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.1,89.1,FullService,Nope +Female,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.9,497.3,Nope,Nope +Female,No,Yes,No,15,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,51.1,711.15,Nope,Nope +Female,No,Yes,Yes,17,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,94.4,1607.2,TV,FullSecurity +Male,No,No,No,19,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,78.25,1490.95,Nope,DeviceProtection +Male,No,No,No,71,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.55,1898.1,Nope,Nope +Female,No,Yes,Yes,54,MultipleLines,DSL,No,Yes,Two year,No,Bank transfer (automatic),60.0,3273.95,Nope,OnlineSecurity +Male,No,Yes,No,31,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),90.55,2929.75,Nope,OnlineSecurity +Female,No,No,No,11,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,76.4,838.7,Nope,OnlineSecurity +Female,Yes,No,No,18,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.95,1443.65,Movies,DeviceProtection +Female,Yes,No,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.1,7746.7,FullService,OnlineSecurity +Female,Yes,No,No,71,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),99.65,6951.15,FullService,Nope +Male,Yes,No,No,5,Nope,DSL,No,Yes,Month-to-month,No,Credit card (automatic),45.4,214.75,TV,DeviceProtection +Male,No,Yes,No,38,MultipleLines,DSL,No,Yes,One year,No,Credit card (automatic),69.0,2669.45,Movies,DeviceProtection +Male,No,No,Yes,5,SingleLine,DSL,No,Yes,Month-to-month,Yes,Bank transfer (automatic),48.65,235.2,Nope,Nope +Male,Yes,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.15,92.65,Nope,Nope +Female,Yes,No,No,52,MultipleLines,DSL,No,No,Two year,No,Bank transfer (automatic),59.85,3103.25,Nope,FullSecurity +Female,Yes,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.75,606.25,Nope,Nope +Female,No,No,No,68,MultipleLines,DSL,Yes,No,Two year,Yes,Electronic check,80.65,5330.2,FullService,DeviceProtection +Male,No,Yes,Yes,69,SingleLine,No,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,1403.1,Nope,Nope +Female,No,Yes,No,42,MultipleLines,DSL,Yes,Yes,Month-to-month,Yes,Credit card (automatic),66.4,2727.8,Nope,OnlineSecurity +Female,No,No,No,50,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Mailed check,100.2,5038.45,FullService,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.1,19.1,Nope,Nope +Male,Yes,Yes,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.3,80.3,Nope,OnlineSecurity +Male,No,Yes,No,33,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),44.55,1462.6,Nope,Nope +Female,No,No,No,7,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,150.6,Nope,Nope +Male,No,Yes,Yes,64,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,91.8,5960.5,Nope,FullSecurity +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.9,74.9,Nope,DeviceProtection +Male,No,No,No,59,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.2,1192.3,Nope,Nope +Female,No,Yes,No,6,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,50.35,314.55,Nope,Nope +Female,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,18.8,56.0,Nope,Nope +Female,No,Yes,No,15,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.45,330.8,Nope,Nope +Male,No,Yes,Yes,13,SingleLine,DSL,No,No,One year,Yes,Electronic check,64.75,877.35,FullService,Nope +Female,No,No,No,23,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),98.7,2249.1,FullService,Nope +Male,Yes,Yes,No,31,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,89.45,2807.65,TV,OnlineSecurity +Male,No,No,No,29,SingleLine,DSL,Yes,Yes,One year,Yes,Electronic check,58.75,1696.2,Nope,OnlineSecurity +Female,No,Yes,No,49,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),20.7,1032.05,Nope,Nope +Female,No,Yes,No,56,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),85.6,4902.8,TV,Nope +Female,No,No,No,63,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),80.3,4995.35,Movies,FullSecurity +Male,No,Yes,No,63,MultipleLines,DSL,No,Yes,Two year,No,Credit card (automatic),79.8,5034.05,FullService,DeviceProtection +Male,Yes,Yes,Yes,24,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.85,1857.75,Nope,OnlineSecurity +Male,Yes,Yes,No,36,SingleLine,DSL,No,Yes,One year,No,Credit card (automatic),54.1,1992.85,Nope,DeviceProtection +Female,Yes,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.85,751.65,TV,Nope +Male,No,No,No,3,Nope,DSL,No,No,Month-to-month,No,Electronic check,24.75,66.95,Nope,Nope +Female,No,Yes,No,21,SingleLine,DSL,No,Yes,One year,No,Mailed check,80.9,1714.95,FullService,FullSecurity +Male,No,Yes,Yes,13,MultipleLines,No,No internet service,No internet service,One year,No,Bank transfer (automatic),24.5,343.6,Nope,Nope +Male,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.15,20.15,Nope,Nope +Female,No,Yes,Yes,25,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.05,520.1,Nope,Nope +Male,No,Yes,Yes,71,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.6,1387.45,Nope,Nope +Male,No,No,No,66,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),114.3,7383.7,FullService,FullSecurity +Female,No,No,No,45,SingleLine,Fiber optic,Yes,No,One year,Yes,Electronic check,100.3,4483.95,FullService,OnlineSecurity +Female,No,Yes,No,22,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),80.0,1706.45,TV,Nope +Female,No,Yes,No,67,SingleLine,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.85,1327.4,Nope,Nope +Female,No,Yes,No,68,MultipleLines,Fiber optic,No,No,Two year,Yes,Bank transfer (automatic),89.95,5974.3,TV,DeviceProtection +Female,Yes,No,No,49,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),90.85,4515.85,Movies,DeviceProtection +Female,Yes,No,No,4,MultipleLines,DSL,No,No,Month-to-month,No,Mailed check,48.75,179.85,Nope,Nope +Male,No,Yes,No,63,MultipleLines,DSL,Yes,Yes,One year,No,Credit card (automatic),80.0,5040.2,Movies,FullSecurity +Female,No,Yes,No,2,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),79.7,165.0,Nope,DeviceProtection +Male,No,No,No,21,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,20.35,422.7,Nope,Nope +Male,No,Yes,Yes,55,SingleLine,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),57.55,3046.4,Nope,OnlineSecurity +Male,No,No,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,Nope,Nope +Female,No,No,No,17,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.4,358.05,Nope,Nope +Male,No,No,No,30,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),100.4,2936.25,FullService,OnlineSecurity +Male,No,Yes,Yes,22,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,57.95,1271.8,Nope,OnlineSecurity +Female,No,No,No,9,SingleLine,DSL,No,Yes,Month-to-month,Yes,Bank transfer (automatic),59.5,530.05,TV,Nope +Male,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.2,19.2,Nope,Nope +Female,No,Yes,No,21,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.5,1808.7,Movies,Nope +Male,No,No,No,19,MultipleLines,DSL,No,Yes,Month-to-month,No,Electronic check,59.55,1144.6,Nope,DeviceProtection +Female,No,Yes,Yes,69,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,103.95,7446.9,FullService,DeviceProtection +Male,Yes,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,25.1,25.1,Nope,Nope +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),103.95,7556.9,TV,FullSecurity +Male,No,Yes,Yes,70,MultipleLines,DSL,No,No,Two year,No,Credit card (automatic),68.95,4858.7,TV,FullSecurity +Female,No,No,No,66,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.1,6595.0,Movies,FullSecurity +Female,No,Yes,Yes,7,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,24.7,149.05,Nope,Nope +Female,Yes,Yes,Yes,46,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,110.2,4972.1,FullService,OnlineSecurity +Male,No,No,No,39,Nope,DSL,Yes,Yes,Month-to-month,Yes,Credit card (automatic),48.95,1880.85,TV,OnlineSecurity +Female,No,Yes,Yes,32,MultipleLines,DSL,Yes,No,Month-to-month,No,Bank transfer (automatic),62.45,2045.55,Nope,DeviceProtection +Male,No,No,No,24,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.55,2187.15,Movies,DeviceProtection +Male,No,Yes,Yes,6,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),83.55,477.55,Movies,Nope +Female,No,No,No,37,MultipleLines,DSL,Yes,Yes,Month-to-month,Yes,Credit card (automatic),78.9,2976.95,TV,FullSecurity +Male,No,No,Yes,8,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,178.7,Nope,Nope +Female,No,Yes,Yes,72,MultipleLines,DSL,No,No,Two year,Yes,Bank transfer (automatic),71.45,5025.85,TV,FullSecurity +Male,Yes,Yes,No,71,Nope,DSL,Yes,Yes,Two year,No,Credit card (automatic),46.35,3353.4,Nope,FullSecurity +Female,No,Yes,No,16,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),94.65,1461.15,FullService,Nope +Female,No,Yes,No,57,Nope,DSL,No,Yes,Month-to-month,Yes,Bank transfer (automatic),49.9,2782.4,Movies,FullSecurity +Male,No,No,No,66,MultipleLines,No,No internet service,No internet service,One year,No,Bank transfer (automatic),25.45,1699.15,Nope,Nope +Female,Yes,No,No,17,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.15,1496.9,TV,DeviceProtection +Female,No,No,Yes,21,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,452.2,Nope,Nope +Male,No,Yes,No,66,MultipleLines,DSL,Yes,No,Two year,Yes,Credit card (automatic),66.1,4428.45,Nope,FullSecurity +Female,No,Yes,No,17,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),75.4,1322.55,FullService,Nope +Male,No,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.45,70.45,Nope,Nope +Male,No,Yes,No,58,SingleLine,DSL,Yes,No,One year,No,Credit card (automatic),60.3,3563.8,Nope,FullSecurity +Female,No,Yes,Yes,8,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.05,139.75,Nope,Nope +Male,No,No,No,27,SingleLine,DSL,No,Yes,One year,No,Credit card (automatic),69.35,1927.3,TV,FullSecurity +Male,No,Yes,No,34,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Mailed check,88.85,3000.25,Movies,Nope +Male,No,No,No,30,SingleLine,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),97.0,3021.3,FullService,Nope +Male,No,No,No,33,SingleLine,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),66.4,2245.4,TV,DeviceProtection +Male,No,No,Yes,1,Nope,DSL,No,No,Month-to-month,No,Electronic check,24.75,24.75,Nope,Nope +Male,No,Yes,Yes,14,MultipleLines,DSL,Yes,No,Month-to-month,No,Mailed check,69.2,944.65,Movies,OnlineSecurity +Female,No,No,Yes,16,MultipleLines,Fiber optic,No,Yes,One year,Yes,Credit card (automatic),79.5,1264.2,Nope,Nope +Female,No,No,No,49,SingleLine,Fiber optic,No,Yes,Two year,No,Credit card (automatic),100.65,4917.75,FullService,DeviceProtection +Male,No,Yes,Yes,19,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Electronic check,103.3,2012.7,FullService,DeviceProtection +Female,No,Yes,Yes,70,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),79.7,5743.3,TV,FullSecurity +Female,No,Yes,Yes,32,SingleLine,DSL,Yes,Yes,Month-to-month,No,Bank transfer (automatic),61.4,1864.65,Nope,OnlineSecurity +Female,No,No,No,18,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.8,1221.65,Nope,Nope +Male,No,No,No,37,Nope,DSL,Yes,Yes,Two year,Yes,Mailed check,40.55,1390.85,Nope,OnlineSecurity +Female,No,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.65,302.35,Nope,Nope +Female,No,Yes,No,16,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,90.7,1374.9,Nope,FullSecurity +Male,No,Yes,No,17,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.5,1336.9,Nope,Nope +Female,No,No,Yes,19,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,60.6,1297.8,Nope,FullSecurity +Male,No,Yes,No,60,MultipleLines,Fiber optic,No,No,Two year,No,Credit card (automatic),101.15,6067.4,FullService,DeviceProtection +Male,No,Yes,Yes,51,MultipleLines,No,No internet service,No internet service,Two year,Yes,Mailed check,24.95,1222.25,Nope,Nope +Male,No,Yes,Yes,28,SingleLine,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.3,487.95,Nope,Nope +Male,No,No,No,43,SingleLine,DSL,Yes,No,Two year,Yes,Electronic check,60.0,2548.55,Movies,Nope +Male,No,Yes,No,42,SingleLine,No,No internet service,No internet service,Two year,No,Electronic check,20.25,835.5,Nope,Nope +Male,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.5,242.05,TV,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,44.75,44.75,Nope,Nope +Female,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,63.75,Nope,Nope +Female,No,No,No,63,MultipleLines,Fiber optic,Yes,No,Two year,No,Credit card (automatic),98.0,6218.45,TV,FullSecurity +Male,Yes,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.9,260.9,TV,Nope +Male,No,Yes,No,68,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,107.7,7320.9,FullService,OnlineSecurity +Female,Yes,No,No,30,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.7,2967.35,FullService,Nope +Female,No,No,No,60,MultipleLines,Fiber optic,Yes,No,Two year,No,Electronic check,104.7,6333.8,FullService,DeviceProtection +Male,No,No,No,15,MultipleLines,DSL,Yes,Yes,Month-to-month,Yes,Credit card (automatic),58.6,939.7,Nope,Nope +Male,Yes,No,No,45,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),93.9,4200.25,FullService,Nope +Female,No,Yes,No,70,SingleLine,DSL,Yes,Yes,Two year,No,Credit card (automatic),86.45,5950.2,FullService,FullSecurity +Male,No,Yes,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.5,1037.75,FullService,DeviceProtection +Male,No,No,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,93.4,Nope,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,50.45,50.45,Nope,DeviceProtection +Female,No,Yes,No,68,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.95,1614.9,Nope,Nope +Male,No,Yes,Yes,22,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),75.0,1573.95,Nope,OnlineSecurity +Male,No,Yes,Yes,38,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.65,3624.3,TV,DeviceProtection +Female,No,No,No,1,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),100.25,100.25,FullService,Nope +Male,No,Yes,No,18,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Electronic check,78.2,1468.75,Nope,DeviceProtection +Male,No,No,No,29,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,94.2,2607.6,FullService,Nope +Female,No,No,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.45,1422.1,Movies,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.85,69.85,Nope,Nope +Male,No,No,No,12,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),81.7,858.6,Nope,FullSecurity +Male,No,No,No,31,Nope,DSL,No,No,One year,Yes,Electronic check,50.05,1523.4,FullService,DeviceProtection +Male,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.9,324.3,Movies,Nope +Female,No,Yes,No,48,MultipleLines,DSL,No,Yes,One year,Yes,Mailed check,69.55,3435.6,Movies,DeviceProtection +Female,No,No,No,15,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),25.4,399.6,Nope,Nope +Male,No,No,No,50,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),90.1,4549.45,Nope,FullSecurity +Male,No,No,No,7,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),44.65,322.5,Nope,Nope +Male,Yes,Yes,No,41,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),83.75,3273.55,Nope,FullSecurity +Male,No,Yes,Yes,68,SingleLine,Fiber optic,No,No,Two year,No,Credit card (automatic),80.35,5375.15,Nope,FullSecurity +Female,Yes,Yes,No,26,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),98.1,2510.7,FullService,DeviceProtection +Male,No,No,No,57,Nope,DSL,No,Yes,Two year,No,Credit card (automatic),53.35,3090.05,FullService,DeviceProtection +Female,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.55,61.05,Nope,Nope +Male,No,Yes,Yes,19,SingleLine,DSL,No,No,One year,Yes,Bank transfer (automatic),48.95,955.6,Nope,OnlineSecurity +Female,No,No,No,3,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,54.2,140.4,TV,Nope +Female,No,No,No,59,MultipleLines,No,No internet service,No internet service,Two year,No,Electronic check,24.45,1493.1,Nope,Nope +Female,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.4,69.4,Nope,Nope +Male,No,Yes,No,42,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),40.15,1626.05,TV,OnlineSecurity +Female,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.9,541.15,Nope,Nope +Male,No,Yes,No,67,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.6,1784.9,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.35,70.35,Nope,Nope +Male,No,Yes,No,66,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),91.7,6075.9,FullService,FullSecurity +Female,No,No,No,61,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,89.2,5500.6,Movies,DeviceProtection +Male,No,Yes,Yes,4,MultipleLines,No,No internet service,No internet service,One year,No,Credit card (automatic),24.1,73.1,Nope,Nope +Female,Yes,Yes,No,42,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),74.15,3229.4,Nope,OnlineSecurity +Female,No,Yes,Yes,64,MultipleLines,DSL,Yes,No,One year,Yes,Bank transfer (automatic),53.85,3399.85,Nope,Nope +Female,Yes,Yes,No,54,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),115.6,6431.05,FullService,FullSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.75,19.75,Nope,Nope +Male,No,Yes,Yes,54,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.05,1230.9,Nope,Nope +Female,No,No,Yes,18,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.3,454.65,Nope,Nope +Male,No,No,No,3,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,84.3,235.05,Movies,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.1,70.1,Nope,Nope +Female,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),89.75,6595.9,FullService,FullSecurity +Male,Yes,Yes,No,60,SingleLine,Fiber optic,Yes,No,One year,Yes,Electronic check,97.95,5867.0,FullService,DeviceProtection +Female,No,Yes,Yes,11,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,20.0,196.35,Nope,Nope +Female,No,No,Yes,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.3,909.25,Nope,OnlineSecurity +Male,No,Yes,Yes,61,SingleLine,Fiber optic,Yes,Yes,One year,No,Credit card (automatic),103.9,6449.15,FullService,DeviceProtection +Female,No,No,No,39,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.7,762.45,Nope,Nope +Male,No,No,No,55,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.8,5283.95,FullService,Nope +Female,No,No,No,17,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.4,1617.5,TV,OnlineSecurity +Male,No,No,No,37,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),20.15,785.75,Nope,Nope +Female,No,Yes,No,72,MultipleLines,No,No internet service,No internet service,Two year,Yes,Mailed check,26.0,1776.0,Nope,Nope +Male,Yes,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),77.35,5396.25,TV,DeviceProtection +Female,No,No,No,8,SingleLine,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),66.05,574.5,Movies,OnlineSecurity +Female,No,Yes,Yes,22,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,400.3,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,84.3,84.3,TV,Nope +Female,No,No,No,38,MultipleLines,DSL,Yes,Yes,Month-to-month,No,Credit card (automatic),68.15,2656.3,Movies,Nope +Male,No,No,Yes,17,SingleLine,DSL,Yes,Yes,One year,No,Electronic check,80.85,1445.95,FullService,DeviceProtection +Female,Yes,No,No,70,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),75.5,5212.65,TV,DeviceProtection +Female,Yes,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),92.45,6440.25,FullService,FullSecurity +Female,No,No,No,28,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.6,2244.95,Movies,Nope +Female,No,No,No,15,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),83.2,1130.0,TV,Nope +Male,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),87.55,6463.15,FullService,FullSecurity +Female,Yes,Yes,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.55,1131.2,FullService,DeviceProtection +Male,Yes,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.25,585.95,Nope,DeviceProtection +Female,No,Yes,No,57,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),109.4,6252.7,FullService,DeviceProtection +Male,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.95,19.95,Nope,Nope +Female,No,Yes,No,46,Nope,DSL,Yes,No,Month-to-month,No,Electronic check,45.55,2062.15,TV,OnlineSecurity +Male,No,Yes,No,30,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),20.7,587.1,Nope,Nope +Male,Yes,Yes,No,10,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,75.3,720.45,Nope,OnlineSecurity +Male,No,Yes,No,23,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.25,2186.4,TV,FullSecurity +Male,No,No,No,32,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),93.4,2979.3,Movies,FullSecurity +Male,No,No,No,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),73.75,956.65,Nope,OnlineSecurity +Female,No,No,No,39,SingleLine,Fiber optic,No,Yes,Two year,Yes,Electronic check,80.45,3201.55,Nope,DeviceProtection +Female,No,No,No,44,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),88.15,3973.2,TV,DeviceProtection +Male,Yes,No,No,9,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,49.2,447.9,Nope,Nope +Female,No,Yes,No,67,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.65,1335.2,Nope,Nope +Male,No,Yes,Yes,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),79.35,661.25,Nope,DeviceProtection +Female,No,No,No,15,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.75,1111.85,Nope,Nope +Female,No,Yes,No,71,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),105.15,7555.0,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,DSL,No,Yes,Month-to-month,No,Credit card (automatic),49.0,49.0,Nope,Nope +Female,No,Yes,Yes,30,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.05,3046.15,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.35,69.35,Nope,Nope +Male,No,Yes,No,17,Nope,DSL,Yes,No,Month-to-month,Yes,Mailed check,49.8,836.35,FullService,Nope +Female,No,No,No,3,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Electronic check,85.8,272.2,Movies,Nope +Male,No,Yes,Yes,67,MultipleLines,DSL,No,No,Two year,Yes,Electronic check,79.7,5293.4,FullService,FullSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,20.95,Nope,Nope +Female,Yes,No,No,1,MultipleLines,DSL,No,No,Month-to-month,No,Mailed check,50.55,50.55,Nope,Nope +Female,Yes,Yes,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,79.3,2570.0,Nope,DeviceProtection +Male,No,Yes,Yes,41,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),19.5,798.2,Nope,Nope +Male,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.55,80.55,TV,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Bank transfer (automatic),44.15,44.15,Nope,Nope +Female,No,Yes,Yes,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,84.5,916.9,Nope,DeviceProtection +Male,No,Yes,Yes,62,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.5,6487.2,FullService,OnlineSecurity +Female,No,No,No,22,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,84.3,1855.65,Movies,Nope +Female,No,No,Yes,17,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),92.7,1556.85,Nope,DeviceProtection +Female,No,Yes,Yes,72,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26.25,1988.05,Nope,Nope +Male,No,Yes,Yes,56,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),96.95,5432.2,TV,Nope +Female,No,No,No,9,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.45,147.55,Nope,Nope +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.8,8424.9,FullService,FullSecurity +Male,No,No,No,20,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.2,2203.7,FullService,FullSecurity +Male,No,Yes,Yes,19,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.2,387.4,Nope,Nope +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,67.75,116.65,Nope,Nope +Male,No,No,No,53,Nope,DSL,No,Yes,One year,No,Credit card (automatic),54.9,3045.75,FullService,DeviceProtection +Female,Yes,No,No,27,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.25,2287.25,Movies,Nope +Male,No,No,No,6,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,130.5,Nope,Nope +Male,No,Yes,Yes,9,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,90.35,767.9,TV,DeviceProtection +Female,No,Yes,Yes,8,MultipleLines,DSL,Yes,No,Month-to-month,No,Electronic check,55.75,446.8,Nope,Nope +Female,No,Yes,Yes,71,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),114.6,8100.25,FullService,FullSecurity +Female,No,No,No,10,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.05,830.7,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,20.0,Nope,Nope +Female,No,Yes,No,71,Nope,DSL,Yes,Yes,One year,No,Bank transfer (automatic),66.8,4689.15,FullService,FullSecurity +Male,No,Yes,No,68,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Electronic check,100.3,6754.35,FullService,Nope +Male,No,No,No,34,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,105.35,3540.65,FullService,Nope +Male,No,No,No,26,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Electronic check,85.2,2184.6,Nope,DeviceProtection +Female,No,No,No,22,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),48.8,1054.6,Nope,OnlineSecurity +Male,No,No,No,7,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.95,130.55,Nope,Nope +Female,No,Yes,No,20,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),69.8,1540.35,Nope,Nope +Female,No,Yes,No,60,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,106.15,6411.25,FullService,DeviceProtection +Male,No,Yes,Yes,72,SingleLine,No,No internet service,No internet service,Two year,No,Electronic check,20.55,1432.55,Nope,Nope +Female,Yes,Yes,No,72,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),105.75,7629.85,FullService,DeviceProtection +Male,No,No,No,4,MultipleLines,No,No internet service,No internet service,Month-to-month,No,Mailed check,25.25,101.9,Nope,Nope +Male,No,Yes,Yes,16,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,313.4,Nope,Nope +Female,Yes,Yes,No,62,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,104.85,6312.9,FullService,FullSecurity +Female,No,No,No,10,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,60.95,629.55,Movies,Nope +Male,No,No,No,31,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,81.15,2640.55,Nope,Nope +Female,No,Yes,No,71,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.1,1372.45,Nope,Nope +Male,No,No,No,58,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.8,1212.25,Nope,Nope +Male,No,Yes,Yes,70,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),90.15,6237.05,FullService,FullSecurity +Female,No,Yes,No,71,MultipleLines,DSL,Yes,Yes,Two year,No,Electronic check,90.1,6310.9,FullService,FullSecurity +Male,Yes,No,No,69,MultipleLines,DSL,No,Yes,Two year,No,Credit card (automatic),74.1,5031.0,Movies,FullSecurity +Female,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.05,85.05,Movies,Nope +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),118.75,8672.45,FullService,FullSecurity +Female,No,Yes,No,26,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Credit card (automatic),85.9,2196.45,Movies,Nope +Female,No,Yes,No,33,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),95.0,3008.15,Movies,DeviceProtection +Female,No,Yes,Yes,10,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.15,220.8,Nope,Nope +Female,Yes,No,No,57,MultipleLines,Fiber optic,No,Yes,Two year,No,Credit card (automatic),101.3,5779.6,Movies,FullSecurity +Female,No,No,No,10,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.2,222.65,Nope,Nope +Female,No,Yes,Yes,39,MultipleLines,No,No internet service,No internet service,One year,Yes,Mailed check,24.2,914.6,Nope,Nope +Female,No,No,No,11,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.3,246.3,Nope,Nope +Female,No,Yes,Yes,21,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,102.8,2110.15,FullService,DeviceProtection +Female,No,Yes,Yes,68,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),85.3,5560.0,FullService,DeviceProtection +Male,No,No,No,18,MultipleLines,Fiber optic,No,No,One year,Yes,Credit card (automatic),89.6,1633.0,TV,DeviceProtection +Female,No,No,No,6,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,99.95,547.65,FullService,DeviceProtection +Male,No,No,No,18,MultipleLines,DSL,No,No,Month-to-month,No,Mailed check,56.25,969.85,Nope,OnlineSecurity +Female,No,Yes,Yes,52,SingleLine,DSL,No,No,One year,Yes,Bank transfer (automatic),50.95,2610.65,Nope,DeviceProtection +Male,No,Yes,Yes,56,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Mailed check,115.85,6567.9,FullService,FullSecurity +Male,No,No,No,45,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),103.65,4747.85,FullService,DeviceProtection +Female,No,No,No,67,MultipleLines,No,No internet service,No internet service,Two year,Yes,Mailed check,26.1,1759.55,Nope,Nope +Male,No,Yes,No,3,Nope,DSL,No,Yes,Month-to-month,No,Mailed check,35.1,101.1,Nope,OnlineSecurity +Male,Yes,No,No,65,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),99.1,6496.15,FullService,DeviceProtection +Male,No,Yes,No,63,MultipleLines,DSL,Yes,Yes,Two year,No,Mailed check,67.25,4234.15,Movies,Nope +Female,No,Yes,Yes,11,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.0,300.7,Nope,Nope +Male,No,No,Yes,1,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,59.55,59.55,Movies,Nope +Male,No,No,No,55,MultipleLines,DSL,No,No,Two year,Yes,Bank transfer (automatic),77.8,4323.35,FullService,DeviceProtection +Male,No,Yes,Yes,25,MultipleLines,DSL,No,Yes,One year,Yes,Mailed check,55.1,1466.1,Nope,Nope +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),117.8,8684.8,FullService,FullSecurity +Female,No,Yes,No,72,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.15,1776.45,Nope,Nope +Female,No,No,Yes,65,Nope,DSL,Yes,Yes,Two year,No,Mailed check,45.25,2933.95,TV,Nope +Female,Yes,No,No,54,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.5,4370.25,Nope,Nope +Male,No,Yes,Yes,7,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,144.35,Nope,Nope +Female,No,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),64.75,4804.75,Nope,OnlineSecurity +Male,No,Yes,No,21,SingleLine,DSL,No,No,Month-to-month,No,Bank transfer (automatic),54.6,1125.2,TV,Nope +Female,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.7,39.85,Nope,Nope +Male,Yes,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.75,422.4,FullService,DeviceProtection +Male,No,Yes,No,3,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),79.65,251.75,Nope,Nope +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),115.8,8332.15,FullService,FullSecurity +Female,No,No,No,6,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,49.45,314.6,Nope,OnlineSecurity +Male,No,No,No,52,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),83.8,4331.4,Movies,DeviceProtection +Male,Yes,Yes,No,69,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),95.35,6382.0,Movies,DeviceProtection +Male,No,No,No,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.7,740.3,FullService,DeviceProtection +Female,Yes,No,No,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.05,600.15,Nope,DeviceProtection +Female,Yes,No,No,63,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),89.6,5538.8,Movies,DeviceProtection +Male,No,No,No,60,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),116.6,7049.5,FullService,FullSecurity +Female,No,Yes,No,12,SingleLine,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),54.2,690.5,Nope,OnlineSecurity +Female,No,No,No,13,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,279.3,Nope,Nope +Male,No,No,No,22,MultipleLines,DSL,Yes,No,Month-to-month,No,Mailed check,65.05,1427.55,Nope,FullSecurity +Male,No,No,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,92.5,452.7,TV,DeviceProtection +Female,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,19.45,Nope,Nope +Female,No,Yes,Yes,72,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.05,1709.15,Nope,Nope +Female,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),18.75,53.15,Nope,Nope +Female,No,Yes,Yes,40,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.15,777.35,Nope,Nope +Male,No,Yes,Yes,44,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.0,860.85,Nope,Nope +Male,Yes,Yes,No,71,SingleLine,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),71.0,5012.1,TV,OnlineSecurity +Female,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.55,166.3,Nope,Nope +Male,Yes,No,No,26,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.6,2404.1,FullService,Nope +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.0,70.0,Nope,Nope +Female,No,No,No,1,Nope,DSL,No,No,Month-to-month,No,Mailed check,24.4,24.4,Nope,Nope +Male,No,Yes,Yes,65,SingleLine,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),74.8,4820.15,FullService,OnlineSecurity +Male,No,No,No,3,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Mailed check,65.25,209.9,TV,Nope +Male,No,No,No,13,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,50.55,610.75,Nope,Nope +Female,No,Yes,No,33,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.4,3409.6,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.7,70.7,Nope,Nope +Male,No,Yes,Yes,4,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.25,155.35,Nope,Nope +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.3,144.0,Nope,Nope +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),108.95,7875.0,FullService,OnlineSecurity +Female,No,Yes,Yes,37,MultipleLines,No,No internet service,No internet service,Month-to-month,No,Mailed check,26.45,911.6,Nope,Nope +Female,No,No,No,15,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,86.2,1270.2,TV,OnlineSecurity +Female,No,No,No,23,SingleLine,No,No internet service,No internet service,One year,Yes,Credit card (automatic),19.65,478.1,Nope,Nope +Female,No,Yes,Yes,30,Nope,DSL,No,Yes,Month-to-month,No,Credit card (automatic),51.2,1561.5,FullService,Nope +Female,No,Yes,Yes,42,SingleLine,No,No internet service,No internet service,One year,Yes,Electronic check,19.05,761.85,Nope,Nope +Female,No,No,No,32,MultipleLines,DSL,No,No,One year,No,Mailed check,74.75,2282.95,FullService,OnlineSecurity +Female,No,Yes,Yes,22,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),75.8,1615.1,Nope,Nope +Male,No,Yes,No,42,Nope,DSL,No,No,Month-to-month,Yes,Credit card (automatic),25.1,1097.15,Nope,Nope +Female,No,No,No,8,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,44.45,369.3,Nope,Nope +Female,No,Yes,Yes,65,MultipleLines,Fiber optic,No,No,Two year,Yes,Credit card (automatic),104.3,6725.3,FullService,FullSecurity +Female,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,31.55,Nope,Nope +Female,No,Yes,Yes,70,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.0,6293.2,FullService,FullSecurity +Male,No,No,Yes,22,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.15,432.5,Nope,Nope +Female,Yes,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.9,321.75,Nope,Nope +Female,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),74.9,147.15,Nope,Nope +Female,No,Yes,Yes,67,Nope,DSL,Yes,No,Two year,No,Bank transfer (automatic),36.15,2434.45,Nope,OnlineSecurity +Female,No,No,No,25,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.2,532.1,Nope,Nope +Female,No,Yes,No,20,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.25,375.25,Nope,Nope +Female,No,No,Yes,2,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),61.2,125.95,Movies,OnlineSecurity +Male,No,No,No,51,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.45,1042.65,Nope,Nope +Female,No,Yes,Yes,46,Nope,DSL,Yes,No,Month-to-month,No,Bank transfer (automatic),35.05,1620.25,Nope,OnlineSecurity +Female,No,No,No,25,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.25,2387.75,FullService,Nope +Male,No,No,Yes,13,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,44.0,659.35,Nope,Nope +Female,Yes,No,No,25,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,102.8,2660.2,FullService,OnlineSecurity +Male,No,Yes,Yes,26,SingleLine,DSL,No,No,One year,No,Mailed check,50.35,1285.8,Nope,DeviceProtection +Male,No,No,No,43,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,100.0,4211.55,FullService,Nope +Male,No,No,Yes,19,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.0,377.55,Nope,Nope +Male,No,Yes,No,10,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,99.85,990.9,FullService,Nope +Female,No,No,Yes,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),94.2,193.8,FullService,Nope +Female,No,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.4,6058.95,FullService,OnlineSecurity +Male,Yes,No,No,18,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),58.4,964.9,Nope,OnlineSecurity +Male,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,83.85,790.15,Movies,Nope +Female,Yes,No,No,27,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),88.3,2467.75,Movies,DeviceProtection +Male,No,No,No,24,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.1,2322.85,FullService,Nope +Male,No,No,No,69,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),104.05,7262.0,FullService,DeviceProtection +Female,No,Yes,No,46,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),108.9,4854.3,FullService,DeviceProtection +Female,Yes,No,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.4,7748.75,Movies,FullSecurity +Male,No,Yes,No,22,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),94.7,1914.9,FullService,DeviceProtection +Female,Yes,Yes,No,70,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.85,6470.1,Movies,OnlineSecurity +Female,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.9,57.4,Nope,Nope +Male,No,Yes,No,31,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),66.4,2019.8,Movies,DeviceProtection +Female,Yes,Yes,No,56,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),100.65,5688.05,FullService,DeviceProtection +Female,No,Yes,Yes,16,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),100.7,1522.7,FullService,FullSecurity +Male,No,No,Yes,52,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.6,1334.5,Nope,Nope +Male,No,Yes,Yes,13,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.85,252.0,Nope,Nope +Female,No,No,No,35,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.75,700.45,Nope,Nope +Female,No,No,No,59,SingleLine,Fiber optic,No,No,Two year,No,Electronic check,95.8,5655.45,FullService,DeviceProtection +Male,No,Yes,No,72,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.65,6747.35,FullService,DeviceProtection +Female,Yes,Yes,No,66,MultipleLines,DSL,Yes,No,Two year,Yes,Bank transfer (automatic),80.55,5265.1,FullService,DeviceProtection +Female,No,Yes,No,49,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),106.65,5174.35,Movies,FullSecurity +Female,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.85,105.6,Nope,Nope +Male,Yes,No,No,21,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.35,2271.85,FullService,DeviceProtection +Male,Yes,No,No,54,Nope,DSL,Yes,No,One year,Yes,Electronic check,55.45,2966.95,FullService,DeviceProtection +Male,Yes,Yes,No,24,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.85,1772.25,Nope,OnlineSecurity +Male,No,No,No,1,MultipleLines,DSL,Yes,No,Month-to-month,No,Electronic check,61.15,61.15,Nope,OnlineSecurity +Male,No,No,No,6,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,78.95,494.95,Nope,OnlineSecurity +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,44.45,44.45,Nope,Nope +Male,No,No,Yes,49,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),109.2,5290.45,FullService,FullSecurity +Female,No,Yes,Yes,56,SingleLine,DSL,Yes,No,Two year,Yes,Credit card (automatic),61.3,3346.8,Nope,FullSecurity +Female,Yes,No,No,56,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,96.85,5219.65,Movies,OnlineSecurity +Female,No,Yes,Yes,6,Nope,DSL,Yes,Yes,Two year,No,Mailed check,40.55,217.5,Nope,DeviceProtection +Male,No,No,No,32,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.8,607.7,Nope,Nope +Male,No,Yes,Yes,50,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,108.25,5431.4,FullService,FullSecurity +Male,No,Yes,Yes,58,MultipleLines,Fiber optic,No,Yes,One year,Yes,Bank transfer (automatic),105.05,6004.85,FullService,DeviceProtection +Female,No,Yes,Yes,65,MultipleLines,DSL,Yes,Yes,Two year,Yes,Mailed check,90.45,5957.9,FullService,FullSecurity +Female,No,No,No,64,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),86.4,5442.05,FullService,FullSecurity +Female,No,Yes,No,66,MultipleLines,DSL,Yes,No,Two year,No,Bank transfer (automatic),66.9,4370.25,Nope,FullSecurity +Male,No,Yes,No,38,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,110.7,4428.6,FullService,FullSecurity +Female,No,Yes,No,20,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,20.0,416.45,Nope,Nope +Male,No,No,No,36,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.9,3067.2,Movies,Nope +Male,Yes,No,No,64,MultipleLines,Fiber optic,No,Yes,One year,No,Electronic check,102.1,6688.1,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,20.25,Nope,Nope +Female,No,No,No,60,SingleLine,DSL,Yes,Yes,One year,Yes,Credit card (automatic),70.15,4224.7,TV,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,74.35,74.35,Nope,Nope +Female,No,Yes,Yes,50,MultipleLines,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),80.05,4042.2,Movies,FullSecurity +Male,No,No,No,1,MultipleLines,DSL,No,Yes,Month-to-month,No,Mailed check,62.05,62.05,Nope,DeviceProtection +Female,No,Yes,No,72,Nope,DSL,Yes,No,Two year,Yes,Electronic check,49.2,3580.95,Movies,FullSecurity +Male,No,Yes,No,60,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.5,1198.8,Nope,Nope +Male,No,No,No,46,Nope,DSL,No,Yes,Two year,No,Mailed check,38.25,1755.35,Nope,FullSecurity +Female,No,Yes,Yes,69,Nope,DSL,Yes,No,Two year,Yes,Credit card (automatic),54.95,3772.5,FullService,DeviceProtection +Male,Yes,No,No,31,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),96.6,2877.95,TV,DeviceProtection +Male,No,Yes,Yes,19,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.9,357.7,Nope,Nope +Female,No,Yes,Yes,71,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.9,1397.3,Nope,Nope +Male,No,Yes,No,12,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,84.6,959.9,Nope,FullSecurity +Male,No,Yes,Yes,39,SingleLine,DSL,No,Yes,One year,No,Credit card (automatic),80.0,3182.95,FullService,FullSecurity +Male,No,No,No,44,MultipleLines,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),85.25,3704.15,FullService,DeviceProtection +Female,No,Yes,Yes,56,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),81.25,4620.4,TV,FullSecurity +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.5,8312.75,FullService,FullSecurity +Male,No,No,No,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Mailed check,104.1,541.9,FullService,DeviceProtection +Female,No,No,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),79.0,929.3,Nope,OnlineSecurity +Male,Yes,Yes,No,24,Nope,DSL,No,No,Month-to-month,No,Bank transfer (automatic),39.1,971.3,Movies,OnlineSecurity +Female,Yes,Yes,No,15,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.65,1285.05,FullService,Nope +Male,No,No,No,72,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,20.8,1521.2,Nope,Nope +Male,No,Yes,No,56,MultipleLines,DSL,Yes,No,Two year,No,Credit card (automatic),59.5,3389.25,Nope,DeviceProtection +Male,Yes,No,No,64,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.05,1198.05,Nope,Nope +Female,No,Yes,No,34,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.45,3414.65,FullService,DeviceProtection +Male,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.5,162.45,Nope,Nope +Male,No,No,No,35,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.6,754.0,Nope,Nope +Male,No,No,No,22,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),20.3,467.15,Nope,Nope +Male,No,No,No,5,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,49.2,216.9,Nope,Nope +Male,No,No,No,9,Nope,DSL,Yes,No,One year,No,Mailed check,39.55,373.0,Nope,FullSecurity +Male,No,No,No,11,MultipleLines,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),23.15,245.2,Nope,Nope +Male,No,No,No,23,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.45,481.1,Nope,Nope +Female,No,Yes,Yes,4,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,80.85,302.75,Movies,Nope +Male,No,Yes,No,68,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.25,1728.2,Nope,Nope +Male,No,Yes,No,33,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,91.25,2964.05,FullService,Nope +Male,No,No,No,31,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),72.45,2156.25,TV,FullSecurity +Male,No,No,No,1,MultipleLines,DSL,Yes,Yes,Month-to-month,No,Mailed check,60.1,60.1,Nope,Nope +Female,No,No,No,56,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,1051.9,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.95,78.95,TV,Nope +Male,No,Yes,Yes,66,SingleLine,DSL,Yes,Yes,One year,Yes,Electronic check,75.1,5013.0,TV,FullSecurity +Male,No,Yes,Yes,72,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.0,1738.9,Nope,Nope +Male,Yes,No,No,34,SingleLine,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),69.15,2275.1,Nope,Nope +Female,No,Yes,Yes,58,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,91.55,5511.65,TV,DeviceProtection +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.15,98.5,Nope,Nope +Male,No,No,No,37,Nope,DSL,No,No,Two year,No,Credit card (automatic),35.8,1316.9,TV,Nope +Female,No,No,No,71,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),113.15,7993.3,FullService,FullSecurity +Male,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.85,19.85,Nope,Nope +Male,Yes,Yes,Yes,71,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,1388.45,Nope,Nope +Male,No,Yes,Yes,35,SingleLine,No,No internet service,No internet service,One year,No,Electronic check,19.9,666.0,Nope,Nope +Female,No,Yes,Yes,6,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.7,94.45,Nope,Nope +Female,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.4,244.65,TV,Nope +Female,No,Yes,Yes,69,SingleLine,DSL,Yes,Yes,One year,No,Bank transfer (automatic),59.1,4134.7,Nope,DeviceProtection +Male,No,No,No,44,Nope,DSL,Yes,No,One year,Yes,Mailed check,53.95,2375.4,FullService,DeviceProtection +Female,No,Yes,No,53,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,91.15,4862.5,Movies,Nope +Female,No,Yes,No,24,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),99.3,2431.35,FullService,DeviceProtection +Female,No,Yes,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,68.95,351.5,Nope,Nope +Female,No,No,Yes,2,SingleLine,DSL,Yes,No,Month-to-month,No,Mailed check,51.55,106.2,Nope,Nope +Male,No,No,Yes,62,MultipleLines,No,No internet service,No internet service,Two year,Yes,Mailed check,24.4,1413.0,Nope,Nope +Female,No,Yes,No,19,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.8,1743.05,FullService,DeviceProtection +Male,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,70.05,657.5,Nope,Nope +Male,No,No,No,53,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,1050.5,Nope,Nope +Male,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,78.75,426.35,Movies,Nope +Female,Yes,Yes,Yes,71,MultipleLines,DSL,Yes,No,One year,No,Electronic check,69.2,4982.5,TV,OnlineSecurity +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,19.55,Nope,Nope +Male,No,No,No,18,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,80.65,1451.9,Nope,Nope +Male,No,No,No,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Electronic check,103.65,7634.8,FullService,DeviceProtection +Female,No,Yes,No,4,SingleLine,DSL,Yes,No,Month-to-month,No,Mailed check,54.7,235.05,Nope,OnlineSecurity +Male,No,No,No,59,MultipleLines,DSL,No,No,Two year,No,Credit card (automatic),54.15,3116.15,Nope,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,71.1,71.1,Nope,Nope +Female,Yes,Yes,No,31,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.85,2633.4,Movies,Nope +Male,No,Yes,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.0,49.65,Nope,Nope +Female,Yes,Yes,No,65,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,106.25,6979.8,FullService,DeviceProtection +Male,No,Yes,No,49,SingleLine,Fiber optic,No,Yes,One year,Yes,Credit card (automatic),99.25,4920.8,FullService,DeviceProtection +Male,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,46.35,Nope,Nope +Female,No,Yes,No,53,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.8,1021.8,Nope,Nope +Female,No,Yes,No,55,SingleLine,Fiber optic,No,No,One year,Yes,Electronic check,94.75,5276.1,FullService,OnlineSecurity +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),114.05,8289.2,FullService,FullSecurity +Female,Yes,No,No,36,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,2659.45,Nope,Nope +Female,No,Yes,Yes,10,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.8,196.75,Nope,Nope +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.0,94.0,FullService,Nope +Female,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),80.85,5824.75,Movies,FullSecurity +Female,No,No,No,28,SingleLine,DSL,Yes,Yes,Month-to-month,No,Bank transfer (automatic),54.65,1517.5,Nope,Nope +Male,No,Yes,No,38,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),91.7,3479.05,TV,OnlineSecurity +Female,No,No,No,61,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,118.6,7365.7,FullService,FullSecurity +Male,No,Yes,Yes,52,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,24.55,1331.05,Nope,Nope +Male,No,No,No,67,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,19.45,1195.95,Nope,Nope +Female,No,No,Yes,34,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),116.15,3946.9,FullService,FullSecurity +Female,No,No,No,54,SingleLine,DSL,No,Yes,Two year,No,Electronic check,80.6,4299.95,FullService,FullSecurity +Female,No,Yes,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.3,20.3,Nope,Nope +Female,Yes,No,No,15,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,89.85,1424.95,Movies,Nope +Female,No,No,No,4,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,46.0,193.6,Nope,Nope +Female,No,No,No,9,SingleLine,DSL,Yes,Yes,Month-to-month,No,Mailed check,66.25,620.55,TV,Nope +Female,No,No,Yes,46,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.8,4391.25,FullService,DeviceProtection +Female,No,No,No,22,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,90.0,1993.8,TV,Nope +Male,No,No,No,38,SingleLine,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),70.45,2597.6,Nope,Nope +Female,No,Yes,Yes,55,MultipleLines,DSL,Yes,Yes,One year,Yes,Credit card (automatic),75.0,4213.9,TV,OnlineSecurity +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,Nope,Nope +Male,Yes,Yes,No,64,SingleLine,Fiber optic,No,No,One year,No,Credit card (automatic),80.3,5017.7,Nope,FullSecurity +Male,No,No,Yes,53,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1052.35,Nope,Nope +Female,No,Yes,No,58,MultipleLines,DSL,No,Yes,Two year,Yes,Electronic check,84.3,4916.4,FullService,FullSecurity +Male,No,Yes,No,56,Nope,DSL,No,Yes,One year,Yes,Bank transfer (automatic),54.05,2959.8,FullService,DeviceProtection +Male,No,Yes,Yes,72,SingleLine,Fiber optic,No,Yes,Two year,Yes,Credit card (automatic),104.9,7559.55,FullService,FullSecurity +Male,No,No,No,1,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,53.95,53.95,Nope,OnlineSecurity +Male,Yes,Yes,No,72,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),97.25,7133.1,FullService,Nope +Male,No,No,No,22,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,83.05,1799.3,Movies,Nope +Female,Yes,No,No,8,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.5,829.55,FullService,DeviceProtection +Female,No,No,Yes,16,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.0,1312.15,TV,Nope +Female,No,No,No,39,Nope,DSL,Yes,Yes,Month-to-month,No,Bank transfer (automatic),41.1,1597.05,Nope,DeviceProtection +Female,No,No,No,12,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),45.0,524.35,Nope,Nope +Male,No,Yes,No,54,SingleLine,DSL,Yes,No,Two year,Yes,Bank transfer (automatic),74.55,4191.45,FullService,OnlineSecurity +Female,No,No,No,18,Nope,DSL,Yes,Yes,One year,Yes,Mailed check,40.2,711.95,Nope,OnlineSecurity +Male,No,Yes,No,32,SingleLine,DSL,Yes,Yes,One year,No,Mailed check,70.5,2201.75,Movies,OnlineSecurity +Female,No,No,No,41,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,19.75,806.95,Nope,Nope +Male,No,Yes,Yes,67,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.65,1620.45,Nope,Nope +Male,No,Yes,No,65,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,104.25,6812.95,FullService,FullSecurity +Female,No,No,No,25,MultipleLines,DSL,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),78.35,1837.9,TV,FullSecurity +Female,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.8,69.8,Nope,Nope +Female,No,Yes,No,67,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),109.7,7344.45,FullService,DeviceProtection +Male,Yes,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,73.75,545.15,Nope,Nope +Female,Yes,No,No,43,Nope,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),33.45,1500.25,Nope,OnlineSecurity +Female,No,No,No,24,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.6,2283.15,FullService,OnlineSecurity +Male,Yes,No,No,9,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,54.55,494.05,Nope,OnlineSecurity +Male,No,Yes,Yes,69,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1376.5,Nope,Nope +Female,No,No,Yes,37,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.3,755.4,Nope,Nope +Male,No,Yes,Yes,20,Nope,DSL,No,Yes,Two year,Yes,Credit card (automatic),39.4,825.4,Nope,FullSecurity +Male,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),69.15,488.65,Nope,Nope +Female,Yes,No,No,37,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.25,2841.55,Nope,Nope +Female,No,No,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,93.9,486.85,FullService,Nope +Male,No,No,No,41,Nope,DSL,No,No,One year,Yes,Electronic check,51.35,2075.1,FullService,DeviceProtection +Female,No,No,No,54,SingleLine,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),100.05,5299.65,FullService,OnlineSecurity +Female,Yes,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.4,204.7,Nope,Nope +Male,Yes,No,No,69,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.3,1356.3,Nope,Nope +Female,No,No,No,53,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),94.45,5042.75,Movies,DeviceProtection +Male,No,Yes,Yes,18,Nope,DSL,Yes,No,One year,No,Credit card (automatic),46.4,812.4,TV,DeviceProtection +Male,No,Yes,No,64,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),104.05,6605.55,FullService,OnlineSecurity +Female,No,Yes,Yes,31,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,91.15,2995.45,Movies,Nope +Female,No,No,No,20,Nope,DSL,No,No,Month-to-month,No,Credit card (automatic),24.9,505.95,Nope,Nope +Male,No,Yes,Yes,57,SingleLine,DSL,Yes,Yes,One year,No,Mailed check,59.6,3509.4,Nope,OnlineSecurity +Male,Yes,Yes,No,63,MultipleLines,Fiber optic,Yes,No,Two year,No,Credit card (automatic),108.5,6991.9,FullService,FullSecurity +Male,No,Yes,Yes,13,Nope,DSL,Yes,Yes,Two year,No,Mailed check,40.55,590.35,Nope,OnlineSecurity +Female,Yes,Yes,No,48,SingleLine,DSL,Yes,No,One year,Yes,Bank transfer (automatic),58.95,2789.7,Movies,Nope +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.95,137.95,Nope,Nope +Male,No,Yes,Yes,57,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.75,1123.15,Nope,Nope +Male,No,Yes,No,71,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),113.15,7953.25,FullService,DeviceProtection +Female,No,Yes,Yes,7,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,48.8,349.8,Nope,Nope +Female,No,No,No,16,MultipleLines,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),63.05,1067.05,Movies,Nope +Male,No,Yes,No,34,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,100.85,3527.3,FullService,DeviceProtection +Female,No,Yes,No,37,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.5,3762.0,FullService,DeviceProtection +Male,No,No,No,16,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,80.55,1248.9,Nope,Nope +Male,No,No,Yes,48,MultipleLines,DSL,Yes,No,One year,Yes,Bank transfer (automatic),64.4,3035.35,Nope,FullSecurity +Male,No,Yes,Yes,58,SingleLine,DSL,Yes,Yes,One year,Yes,Credit card (automatic),75.2,4300.8,FullService,Nope +Female,No,Yes,No,72,MultipleLines,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),84.9,6065.3,FullService,FullSecurity +Female,No,No,No,7,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.3,144.95,Nope,Nope +Female,No,No,No,38,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),83.9,3233.6,Nope,FullSecurity +Female,Yes,Yes,No,48,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,No,Electronic check,117.45,5438.9,FullService,FullSecurity +Male,No,No,No,10,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.4,1081.45,FullService,FullSecurity +Female,No,No,No,30,SingleLine,DSL,Yes,Yes,One year,No,Credit card (automatic),74.65,2308.6,TV,FullSecurity +Male,No,Yes,No,31,MultipleLines,DSL,No,No,Month-to-month,Yes,Credit card (automatic),59.05,1882.8,TV,Nope +Female,Yes,No,No,46,MultipleLines,DSL,No,Yes,One year,Yes,Credit card (automatic),69.1,3255.35,Movies,DeviceProtection +Male,No,Yes,No,50,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.55,1067.65,Nope,Nope +Male,No,Yes,No,28,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Bank transfer (automatic),76.55,2065.4,Nope,Nope +Female,No,No,No,66,Nope,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),62.5,4136.4,FullService,FullSecurity +Male,Yes,No,No,8,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,29.4,221.9,Nope,DeviceProtection +Female,No,Yes,Yes,41,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),94.9,3848.0,FullService,DeviceProtection +Male,Yes,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.65,8022.85,FullService,DeviceProtection +Female,No,No,No,7,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.9,173.15,Nope,Nope +Female,No,Yes,Yes,38,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,781.25,Nope,Nope +Male,No,No,No,44,SingleLine,Fiber optic,Yes,No,One year,Yes,Electronic check,106.05,4510.8,FullService,FullSecurity +Male,No,Yes,Yes,47,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),113.45,5317.8,FullService,FullSecurity +Male,No,Yes,Yes,53,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,92.55,4779.45,TV,Nope +Male,No,Yes,No,4,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,65.6,250.1,TV,DeviceProtection +Male,Yes,No,No,20,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.35,1745.2,TV,Nope +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,44.65,74.9,Nope,Nope +Male,Yes,Yes,No,57,MultipleLines,DSL,Yes,No,One year,Yes,Credit card (automatic),71.1,4140.1,TV,DeviceProtection +Female,Yes,Yes,No,44,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,85.15,3670.5,Nope,OnlineSecurity +Male,No,No,No,24,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,49.7,1167.8,Nope,DeviceProtection +Male,No,Yes,Yes,15,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),30.2,469.65,Nope,OnlineSecurity +Female,No,No,No,3,Nope,DSL,No,No,Month-to-month,No,Electronic check,25.25,58.9,Nope,Nope +Female,No,No,Yes,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),84.05,333.55,Nope,DeviceProtection +Male,Yes,Yes,No,37,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.7,3171.15,TV,Nope +Female,No,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,74.7,74.7,Nope,Nope +Female,No,No,No,24,SingleLine,DSL,No,Yes,Month-to-month,No,Credit card (automatic),56.35,1381.2,Nope,OnlineSecurity +Female,No,No,No,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,90.8,455.5,TV,Nope +Female,No,No,No,33,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,107.55,3645.5,FullService,DeviceProtection +Female,No,Yes,Yes,58,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,19.85,1158.85,Nope,Nope +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),95.9,6954.15,TV,OnlineSecurity +Female,No,Yes,No,71,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,23.85,1672.1,Nope,Nope +Female,Yes,No,No,28,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,106.15,3152.5,FullService,DeviceProtection +Male,No,Yes,No,51,SingleLine,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),83.85,4307.1,FullService,FullSecurity +Female,No,No,No,30,SingleLine,DSL,Yes,Yes,One year,No,Bank transfer (automatic),85.35,2530.4,FullService,FullSecurity +Male,Yes,Yes,No,72,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),84.8,6141.65,Nope,OnlineSecurity +Male,Yes,No,No,36,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.85,3186.7,TV,OnlineSecurity +Male,No,No,Yes,14,SingleLine,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),76.1,1054.8,Movies,FullSecurity +Female,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,No,Mailed check,74.55,5430.65,TV,OnlineSecurity +Female,No,Yes,Yes,22,Nope,DSL,Yes,No,Month-to-month,No,Electronic check,39.2,849.9,TV,Nope +Female,No,No,No,2,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,79.55,151.75,Nope,Nope +Female,No,No,No,15,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,299.4,Nope,Nope +Male,No,Yes,Yes,51,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,1086.75,Nope,Nope +Male,No,Yes,No,70,Nope,DSL,No,Yes,Two year,Yes,Credit card (automatic),39.15,2692.75,Nope,FullSecurity +Female,No,Yes,Yes,71,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.1,1389.6,Nope,Nope +Female,No,Yes,Yes,39,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),99.95,3767.4,FullService,Nope +Female,No,Yes,Yes,61,MultipleLines,DSL,Yes,No,Month-to-month,No,Electronic check,59.8,3641.5,Nope,OnlineSecurity +Female,No,No,No,52,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),49.75,2535.55,Nope,OnlineSecurity +Female,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,35.75,35.75,TV,Nope +Male,No,Yes,No,64,MultipleLines,Fiber optic,No,Yes,One year,Yes,Mailed check,108.5,6880.85,FullService,FullSecurity +Male,No,Yes,No,62,SingleLine,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),60.15,3753.2,Nope,DeviceProtection +Male,No,Yes,No,30,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.05,637.55,Nope,Nope +Female,Yes,Yes,Yes,4,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,46.0,181.6,Nope,Nope +Male,Yes,Yes,No,63,SingleLine,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),84.0,5329.55,FullService,FullSecurity +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),44.55,44.55,Nope,Nope +Male,No,Yes,No,15,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,103.45,1539.8,FullService,DeviceProtection +Male,No,Yes,Yes,27,SingleLine,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),80.65,2209.75,Nope,OnlineSecurity +Female,No,No,Yes,4,Nope,DSL,Yes,No,Month-to-month,Yes,Mailed check,57.2,223.75,FullService,FullSecurity +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Electronic check,110.75,7751.7,FullService,FullSecurity +Male,Yes,Yes,No,45,MultipleLines,No,No internet service,No internet service,One year,No,Credit card (automatic),24.7,1174.35,Nope,Nope +Female,Yes,No,No,45,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,97.05,4385.05,TV,OnlineSecurity +Female,No,No,No,36,SingleLine,DSL,Yes,Yes,One year,Yes,Mailed check,76.35,2606.35,TV,FullSecurity +Male,No,Yes,Yes,17,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.4,1539.45,TV,FullSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,18.9,18.9,Nope,Nope +Male,Yes,No,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.45,1261.35,Nope,Nope +Male,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.8,58.15,Nope,Nope +Male,No,Yes,Yes,4,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,50.9,225.6,Nope,Nope +Female,No,Yes,No,71,SingleLine,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),84.4,5969.3,FullService,FullSecurity +Male,No,Yes,Yes,10,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.4,253.9,Nope,Nope +Male,No,Yes,Yes,20,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.05,400.0,Nope,Nope +Male,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.0,340.85,TV,Nope +Male,No,No,No,26,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.35,2515.3,FullService,DeviceProtection +Female,No,No,No,4,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),55.5,227.35,TV,Nope +Male,No,No,No,5,Nope,DSL,Yes,No,Month-to-month,Yes,Mailed check,51.0,305.95,FullService,Nope +Female,No,Yes,No,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,91.65,365.4,TV,Nope +Male,Yes,Yes,No,29,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.3,2357.75,Movies,Nope +Male,No,No,No,2,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,100.2,198.5,FullService,OnlineSecurity +Female,No,No,No,29,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.4,554.25,Nope,Nope +Male,No,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.85,90.85,FullService,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,69.4,69.4,Nope,Nope +Female,Yes,No,No,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),94.45,742.95,FullService,DeviceProtection +Male,No,No,No,13,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.4,251.65,Nope,Nope +Female,No,Yes,No,59,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.75,5597.65,TV,OnlineSecurity +Female,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.15,20.15,Nope,Nope +Male,Yes,No,No,50,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.7,4816.7,FullService,Nope +Male,No,Yes,No,18,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),44.35,768.05,Nope,Nope +Female,No,Yes,Yes,17,SingleLine,DSL,Yes,No,Month-to-month,No,Mailed check,74.55,1215.8,FullService,OnlineSecurity +Male,No,Yes,No,47,SingleLine,DSL,Yes,No,Two year,No,Electronic check,73.6,3522.65,FullService,DeviceProtection +Female,No,No,No,26,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.95,1834.95,Nope,Nope +Female,No,No,No,6,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,47.95,305.1,FullService,DeviceProtection +Male,No,Yes,Yes,19,MultipleLines,DSL,No,No,Month-to-month,No,Credit card (automatic),50.1,910.45,Nope,Nope +Female,No,No,No,3,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Electronic check,63.6,155.65,TV,Nope +Female,Yes,Yes,Yes,68,Nope,DSL,Yes,No,Two year,Yes,Electronic check,53.0,3656.25,FullService,DeviceProtection +Female,No,Yes,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.85,52.0,Nope,Nope +Male,No,No,No,7,Nope,DSL,No,No,One year,Yes,Credit card (automatic),24.35,150.85,Nope,Nope +Female,No,No,No,18,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,389.25,Nope,Nope +Female,No,Yes,No,71,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,1873.7,Nope,Nope +Male,Yes,Yes,No,13,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Credit card (automatic),93.8,1261.0,Movies,OnlineSecurity +Male,No,No,No,3,Nope,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,36.85,108.7,Nope,Nope +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),103.75,7346.2,FullService,DeviceProtection +Male,No,Yes,Yes,66,Nope,DSL,Yes,No,Two year,Yes,Credit card (automatic),56.75,3708.4,FullService,DeviceProtection +Male,No,Yes,Yes,24,SingleLine,No,No internet service,No internet service,One year,Yes,Credit card (automatic),20.8,469.65,Nope,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.1,44.1,Nope,Nope +Female,No,Yes,Yes,56,MultipleLines,No,No internet service,No internet service,Two year,Yes,Mailed check,24.45,1385.85,Nope,Nope +Female,Yes,Yes,No,22,MultipleLines,No,No internet service,No internet service,One year,No,Bank transfer (automatic),25.6,548.8,Nope,Nope +Male,No,No,No,14,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,50.75,712.75,FullService,DeviceProtection +Female,Yes,Yes,No,61,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),104.4,6405.0,FullService,DeviceProtection +Female,Yes,Yes,No,40,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,39.3,1637.4,TV,Nope +Female,No,No,No,42,SingleLine,DSL,Yes,No,Month-to-month,No,Bank transfer (automatic),59.65,2536.55,Nope,FullSecurity +Female,No,Yes,Yes,72,MultipleLines,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),83.3,6042.7,FullService,FullSecurity +Female,No,No,No,12,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),79.55,958.25,Nope,Nope +Male,No,Yes,No,71,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.45,1730.65,Nope,Nope +Female,No,Yes,No,26,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.2,459.6,Nope,Nope +Female,No,No,Yes,7,Nope,DSL,No,No,Month-to-month,No,Mailed check,29.8,201.95,Nope,OnlineSecurity +Female,No,Yes,Yes,6,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.5,285.2,Nope,Nope +Female,No,No,No,58,SingleLine,Fiber optic,Yes,No,One year,Yes,Electronic check,106.45,6145.85,FullService,FullSecurity +Male,No,Yes,No,51,Nope,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),30.05,1529.45,Nope,Nope +Male,No,Yes,Yes,72,Nope,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.65,4664.5,FullService,FullSecurity +Female,No,No,No,18,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.05,1740.7,FullService,OnlineSecurity +Female,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),75.1,552.95,Nope,Nope +Female,No,No,No,47,MultipleLines,DSL,Yes,Yes,Two year,No,Mailed check,74.05,3496.3,Movies,OnlineSecurity +Male,Yes,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.7,93.7,Nope,Nope +Male,Yes,No,No,62,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),110.75,7053.35,FullService,DeviceProtection +Female,No,Yes,Yes,16,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.7,301.55,Nope,Nope +Male,No,No,No,6,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),49.5,312.7,Nope,Nope +Male,No,No,No,19,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),55.0,1046.5,Nope,DeviceProtection +Female,No,Yes,Yes,69,Nope,DSL,No,No,Two year,Yes,Credit card (automatic),43.95,2960.1,Movies,FullSecurity +Male,No,Yes,Yes,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.35,834.2,Nope,Nope +Female,No,Yes,No,64,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,111.15,6953.4,FullService,DeviceProtection +Female,No,Yes,No,39,SingleLine,Fiber optic,No,Yes,One year,Yes,Credit card (automatic),104.7,4134.85,FullService,FullSecurity +Female,No,No,No,15,MultipleLines,DSL,No,No,Month-to-month,Yes,Mailed check,55.7,899.8,Nope,OnlineSecurity +Male,No,No,No,25,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,541.5,Nope,Nope +Female,No,No,No,6,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,116.85,Nope,Nope +Male,No,Yes,No,66,MultipleLines,Fiber optic,Yes,Yes,One year,No,Bank transfer (automatic),115.8,7942.15,FullService,FullSecurity +Female,No,No,No,61,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),88.65,5321.25,FullService,DeviceProtection +Female,Yes,Yes,No,43,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.5,4156.8,TV,OnlineSecurity +Female,No,No,No,12,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,223.6,Nope,Nope +Male,Yes,No,No,23,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),34.65,768.45,Movies,Nope +Male,Yes,Yes,No,71,Nope,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),52.3,3765.05,FullService,DeviceProtection +Female,No,No,No,34,MultipleLines,DSL,No,Yes,Month-to-month,No,Mailed check,65.0,2157.5,TV,Nope +Female,No,No,No,5,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.85,108.05,Nope,Nope +Female,No,Yes,No,41,Nope,DSL,Yes,Yes,One year,No,Mailed check,35.45,1391.65,Nope,Nope +Female,No,Yes,Yes,72,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1379.8,Nope,Nope +Male,Yes,No,No,14,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.6,1273.3,FullService,Nope +Female,No,No,No,41,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,19.85,810.45,Nope,Nope +Female,No,Yes,Yes,23,MultipleLines,Fiber optic,No,No,One year,No,Credit card (automatic),81.85,1810.85,Nope,OnlineSecurity +Male,No,Yes,Yes,71,SingleLine,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),109.3,7782.85,FullService,FullSecurity +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,Nope,Nope +Male,No,Yes,No,72,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.4,1797.1,Nope,Nope +Male,No,Yes,Yes,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.8,377.85,Nope,Nope +Male,No,Yes,Yes,23,SingleLine,No,No internet service,No internet service,One year,Yes,Credit card (automatic),20.0,445.3,Nope,Nope +Male,Yes,Yes,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,85.55,851.75,Movies,Nope +Female,No,No,No,72,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,109.9,7624.2,FullService,FullSecurity +Female,No,Yes,No,7,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),50.3,355.1,Nope,OnlineSecurity +Male,No,No,Yes,6,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,94.5,575.45,FullService,DeviceProtection +Male,No,Yes,Yes,9,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,101.5,906.85,FullService,Nope +Female,No,No,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.15,1057.55,Movies,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,19.4,Nope,Nope +Female,Yes,Yes,Yes,48,Nope,DSL,Yes,No,One year,No,Bank transfer (automatic),29.9,1388.75,Nope,Nope +Male,No,No,No,20,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,78.8,1641.3,TV,Nope +Female,Yes,Yes,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),85.35,1375.15,Movies,Nope +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,79.65,152.7,TV,Nope +Female,No,No,No,10,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,19.3,185.2,Nope,Nope +Female,Yes,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.6,195.05,Movies,Nope +Male,No,Yes,Yes,20,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,No,Mailed check,96.8,1826.7,TV,Nope +Male,No,Yes,No,20,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.65,417.5,Nope,Nope +Male,No,Yes,Yes,19,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.8,344.5,Nope,Nope +Male,Yes,No,No,19,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.6,1660.0,TV,OnlineSecurity +Male,No,Yes,No,22,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,104.6,2180.55,FullService,OnlineSecurity +Female,No,No,No,35,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Credit card (automatic),80.05,2835.9,Nope,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.15,45.15,Nope,Nope +Male,No,No,No,39,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),73.15,2730.85,Nope,Nope +Female,Yes,Yes,No,54,SingleLine,Fiber optic,No,Yes,One year,Yes,Electronic check,99.1,5437.1,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.2,20.2,Nope,Nope +Male,No,Yes,No,66,MultipleLines,Fiber optic,No,No,Two year,Yes,Credit card (automatic),106.05,6981.35,FullService,FullSecurity +Male,No,No,No,56,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,105.35,5794.45,FullService,OnlineSecurity +Male,No,No,Yes,18,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),45.65,747.2,Nope,Nope +Female,No,Yes,Yes,16,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),79.95,1267.95,Nope,Nope +Female,No,No,No,68,SingleLine,DSL,No,No,One year,Yes,Credit card (automatic),54.45,3674.95,Nope,FullSecurity +Female,Yes,Yes,No,53,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.1,1275.6,Nope,Nope +Female,No,Yes,Yes,72,MultipleLines,DSL,No,Yes,Two year,No,Credit card (automatic),84.7,5893.9,FullService,FullSecurity +Male,No,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.85,724.65,Nope,Nope +Female,No,No,No,30,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,48.8,1536.75,Nope,OnlineSecurity +Female,No,No,No,36,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.15,3615.6,FullService,Nope +Female,No,No,No,18,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,35.2,607.3,Nope,DeviceProtection +Female,Yes,Yes,Yes,55,MultipleLines,DSL,No,Yes,One year,No,Electronic check,76.25,4154.55,TV,FullSecurity +Female,No,Yes,No,39,Nope,DSL,No,No,Month-to-month,No,Electronic check,55.9,2184.35,FullService,FullSecurity +Male,No,No,No,21,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,82.35,1852.85,Nope,Nope +Male,No,No,No,2,Nope,DSL,Yes,Yes,Month-to-month,Yes,Credit card (automatic),40.4,77.15,Nope,DeviceProtection +Male,Yes,No,No,33,MultipleLines,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.9,847.8,Nope,Nope +Male,No,Yes,No,44,Nope,DSL,Yes,No,Two year,No,Bank transfer (automatic),54.3,2390.45,FullService,DeviceProtection +Female,No,Yes,Yes,30,SingleLine,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),66.3,1923.5,Movies,OnlineSecurity +Female,No,Yes,No,71,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.9,1493.2,Nope,Nope +Female,No,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,75.35,338.1,Nope,Nope +Male,No,No,Yes,35,SingleLine,Fiber optic,No,No,One year,Yes,Electronic check,85.15,3030.6,TV,DeviceProtection +Male,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),75.35,75.35,Nope,DeviceProtection +Male,Yes,Yes,No,23,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.45,2184.85,FullService,DeviceProtection +Female,No,No,Yes,22,Nope,DSL,No,No,One year,Yes,Credit card (automatic),49.45,1031.4,FullService,DeviceProtection +Female,No,No,Yes,49,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.45,921.3,Nope,Nope +Female,No,Yes,Yes,42,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,92.15,3875.4,FullService,DeviceProtection +Female,No,Yes,Yes,33,SingleLine,Fiber optic,No,No,One year,Yes,Electronic check,93.8,3124.5,FullService,DeviceProtection +Female,No,Yes,Yes,7,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.85,144.15,Nope,Nope +Female,No,Yes,Yes,67,MultipleLines,Fiber optic,No,Yes,One year,Yes,Bank transfer (automatic),100.25,6689.0,Movies,FullSecurity +Male,No,No,No,15,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,No,Electronic check,95.7,1451.1,Movies,Nope +Male,No,Yes,No,67,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Electronic check,93.15,6368.2,Movies,DeviceProtection +Male,No,Yes,Yes,53,SingleLine,DSL,Yes,Yes,Two year,Yes,Mailed check,69.7,3729.6,TV,OnlineSecurity +Male,No,Yes,Yes,21,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.8,350.1,Nope,Nope +Female,No,Yes,Yes,40,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,71.35,2847.2,Movies,OnlineSecurity +Female,No,Yes,Yes,22,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.75,452.35,Nope,Nope +Male,No,No,No,39,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,40.6,1494.5,Movies,Nope +Male,No,No,No,45,SingleLine,No,No internet service,No internet service,One year,Yes,Electronic check,20.4,930.45,Nope,Nope +Female,No,Yes,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,41.85,Nope,Nope +Female,No,Yes,Yes,57,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1272.05,Nope,Nope +Male,No,Yes,Yes,8,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,54.4,475.1,TV,Nope +Male,Yes,Yes,No,7,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),94.7,673.1,Movies,OnlineSecurity +Male,No,No,No,6,Nope,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),30.5,208.7,Nope,Nope +Female,No,Yes,Yes,7,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,150.75,Nope,Nope +Male,No,No,No,49,MultipleLines,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),66.15,3199.0,TV,Nope +Female,No,No,No,65,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,89.85,5844.65,Nope,OnlineSecurity +Female,No,No,No,55,SingleLine,DSL,No,No,One year,No,Bank transfer (automatic),45.05,2462.6,Nope,Nope +Male,No,Yes,Yes,71,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),86.85,6263.8,FullService,FullSecurity +Male,No,No,No,35,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Mailed check,96.75,3403.4,Nope,FullSecurity +Male,Yes,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,77.0,237.75,Nope,Nope +Female,No,No,Yes,11,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.1,221.35,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,75.3,75.3,Nope,DeviceProtection +Male,No,No,No,17,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),106.65,1672.1,TV,FullSecurity +Female,No,Yes,No,72,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Credit card (automatic),110.15,7881.2,FullService,FullSecurity +Female,No,Yes,Yes,28,SingleLine,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),82.85,2320.8,Movies,OnlineSecurity +Female,No,Yes,No,18,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.1,370.5,Nope,Nope +Female,Yes,Yes,No,40,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),99.2,4062.2,FullService,Nope +Female,No,No,No,52,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,59.45,3043.7,Movies,DeviceProtection +Female,No,Yes,No,47,SingleLine,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),58.6,2723.4,TV,Nope +Female,No,No,No,23,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),49.7,1081.25,Nope,DeviceProtection +Male,No,Yes,Yes,66,SingleLine,DSL,Yes,Yes,Two year,No,Mailed check,65.85,4097.05,Nope,FullSecurity +Female,No,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.5,632.2,Nope,Nope +Male,Yes,No,No,47,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,85.5,4042.3,Movies,OnlineSecurity +Female,No,No,No,7,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,164.85,Nope,Nope +Female,No,Yes,Yes,71,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),113.65,8166.8,FullService,FullSecurity +Female,Yes,No,No,50,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,83.4,4113.7,Nope,OnlineSecurity +Male,No,Yes,No,46,SingleLine,DSL,Yes,Yes,Two year,No,Mailed check,65.65,3047.15,Nope,FullSecurity +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.4,70.4,Nope,Nope +Female,No,No,No,66,Nope,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),61.35,4193.4,FullService,FullSecurity +Female,No,Yes,No,42,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),85.9,3729.75,Nope,DeviceProtection +Female,No,No,No,5,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,75.65,399.45,Nope,Nope +Male,No,Yes,Yes,7,SingleLine,DSL,No,No,One year,Yes,Electronic check,49.75,331.3,Nope,OnlineSecurity +Male,No,No,No,29,MultipleLines,DSL,Yes,No,One year,No,Credit card (automatic),70.9,1964.6,Movies,DeviceProtection +Female,No,Yes,Yes,27,SingleLine,DSL,Yes,No,Month-to-month,No,Mailed check,49.85,1336.15,Nope,Nope +Female,Yes,No,No,15,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),75.3,1147.45,Nope,Nope +Female,No,Yes,Yes,25,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.1,486.05,Nope,Nope +Female,No,Yes,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.0,1078.9,FullService,Nope +Male,No,Yes,No,57,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,103.05,5925.75,TV,FullSecurity +Male,No,No,No,67,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),118.35,7804.15,FullService,FullSecurity +Female,Yes,Yes,No,47,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,99.7,4747.2,FullService,DeviceProtection +Female,No,No,No,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,81.9,1028.9,TV,Nope +Male,No,No,No,8,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,30.45,226.45,Nope,OnlineSecurity +Female,No,Yes,No,44,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.1,4364.1,FullService,Nope +Male,No,Yes,Yes,71,MultipleLines,DSL,No,No,One year,Yes,Electronic check,66.2,4692.55,TV,OnlineSecurity +Male,Yes,Yes,No,24,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.25,2433.9,FullService,DeviceProtection +Male,Yes,No,No,15,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,80.2,1217.25,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,19.75,Nope,Nope +Male,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,72.6,154.3,Nope,Nope +Male,Yes,No,No,55,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,116.5,6382.55,FullService,FullSecurity +Male,Yes,No,No,71,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,106.8,7623.2,FullService,Nope +Male,No,Yes,Yes,50,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,24.95,1261.45,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.25,89.25,FullService,Nope +Male,No,No,No,5,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.25,86.05,Nope,Nope +Female,No,No,No,66,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),104.55,6779.05,TV,FullSecurity +Female,No,Yes,Yes,49,SingleLine,DSL,Yes,Yes,One year,Yes,Mailed check,87.2,4345.0,FullService,FullSecurity +Female,Yes,Yes,No,3,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,30.75,82.85,Nope,Nope +Male,No,Yes,Yes,66,MultipleLines,No,No internet service,No internet service,One year,Yes,Credit card (automatic),25.7,1714.55,Nope,Nope +Male,No,No,Yes,11,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,86.2,893.2,Movies,Nope +Male,No,No,No,28,Nope,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),30.1,810.85,Nope,Nope +Male,No,Yes,No,65,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Electronic check,99.35,6347.55,TV,FullSecurity +Female,No,No,No,62,SingleLine,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.2,1123.65,Nope,Nope +Female,No,Yes,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.1,43.15,Nope,Nope +Female,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,35.1,Nope,Nope +Female,No,Yes,Yes,55,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.65,1388.0,Nope,Nope +Male,Yes,Yes,No,41,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.55,3851.45,FullService,Nope +Female,No,Yes,Yes,17,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,104.2,1743.5,FullService,FullSecurity +Female,No,No,No,30,SingleLine,Fiber optic,No,Yes,One year,Yes,Bank transfer (automatic),94.4,2638.1,FullService,Nope +Male,No,No,No,17,SingleLine,DSL,Yes,No,One year,No,Mailed check,56.1,946.95,Nope,OnlineSecurity +Female,No,Yes,Yes,16,SingleLine,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),68.25,1114.85,Movies,OnlineSecurity +Male,No,No,No,72,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1777.6,Nope,Nope +Male,No,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.25,684.85,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,74.35,74.35,Nope,Nope +Male,No,No,Yes,23,SingleLine,DSL,Yes,Yes,Month-to-month,No,Electronic check,54.15,1312.45,Nope,Nope +Male,No,No,Yes,8,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.45,159.2,Nope,Nope +Male,No,Yes,Yes,19,Nope,DSL,Yes,No,Month-to-month,Yes,Mailed check,34.95,610.2,Nope,OnlineSecurity +Female,No,No,No,7,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,53.65,404.35,Nope,OnlineSecurity +Male,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Nope,Nope +Male,No,No,No,61,MultipleLines,Fiber optic,No,No,One year,No,Electronic check,104.0,6363.45,FullService,FullSecurity +Female,No,Yes,No,57,SingleLine,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),70.35,4124.65,TV,OnlineSecurity +Male,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.8,713.1,Movies,Nope +Male,No,No,Yes,15,SingleLine,DSL,No,No,One year,No,Mailed check,64.85,950.75,Movies,FullSecurity +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,Nope,Nope +Female,No,Yes,No,12,SingleLine,DSL,No,No,Month-to-month,No,Bank transfer (automatic),45.9,505.95,Nope,Nope +Male,No,No,No,54,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.0,1149.65,Nope,Nope +Male,No,Yes,Yes,4,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,44.8,169.65,Nope,Nope +Female,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,80.3,526.7,TV,Nope +Female,No,Yes,No,20,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.35,393.15,Nope,Nope +Female,No,No,Yes,26,Nope,DSL,No,Yes,Month-to-month,No,Mailed check,45.8,1147.0,Movies,OnlineSecurity +Male,Yes,Yes,No,36,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.1,3021.6,Movies,Nope +Female,No,Yes,No,53,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),108.95,5718.2,FullService,DeviceProtection +Male,No,No,No,3,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,69.35,191.35,FullService,Nope +Female,No,No,No,68,Nope,DSL,Yes,Yes,Two year,No,Credit card (automatic),64.35,4539.6,FullService,FullSecurity +Male,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),90.8,6397.6,FullService,FullSecurity +Male,No,No,No,12,MultipleLines,No,No internet service,No internet service,One year,No,Credit card (automatic),24.95,280.4,Nope,Nope +Female,Yes,Yes,Yes,34,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,79.6,2718.3,Nope,Nope +Female,No,Yes,No,68,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),84.7,5711.05,Nope,OnlineSecurity +Female,No,No,Yes,50,SingleLine,DSL,No,Yes,One year,Yes,Credit card (automatic),70.8,3478.15,TV,FullSecurity +Female,Yes,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,36.45,36.45,TV,Nope +Female,Yes,No,No,41,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.4,4133.95,FullService,DeviceProtection +Male,Yes,Yes,No,30,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,101.5,2917.65,FullService,Nope +Male,No,No,No,1,MultipleLines,DSL,Yes,No,Month-to-month,No,Electronic check,54.3,54.3,Nope,Nope +Male,Yes,Yes,Yes,29,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,103.95,2964.8,FullService,DeviceProtection +Female,No,Yes,Yes,23,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),91.1,2198.3,FullService,FullSecurity +Male,No,No,Yes,60,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.95,1189.9,Nope,Nope +Female,No,Yes,No,72,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),26.45,1914.5,Nope,Nope +Male,No,No,Yes,22,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.4,2001.5,TV,DeviceProtection +Male,No,No,No,72,SingleLine,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),75.1,5336.35,TV,FullSecurity +Female,Yes,No,No,66,MultipleLines,Fiber optic,Yes,No,One year,No,Bank transfer (automatic),108.1,7238.6,FullService,DeviceProtection +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,110.15,7998.8,FullService,DeviceProtection +Female,Yes,Yes,No,47,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,80.35,3825.85,Nope,OnlineSecurity +Female,No,No,No,51,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,111.5,5703.25,FullService,DeviceProtection +Female,No,Yes,Yes,70,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,106.5,7397.0,FullService,DeviceProtection +Male,No,No,No,9,SingleLine,No,No internet service,No internet service,One year,Yes,Electronic check,19.9,164.6,Nope,Nope +Male,No,Yes,Yes,59,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Mailed check,111.1,6555.2,FullService,OnlineSecurity +Male,No,No,Yes,3,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,70.7,225.65,FullService,Nope +Male,Yes,Yes,No,38,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,24.85,955.75,Nope,Nope +Female,No,No,No,37,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),91.2,3382.3,Nope,FullSecurity +Male,No,No,No,37,SingleLine,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),65.6,2313.8,Nope,FullSecurity +Female,Yes,Yes,No,24,Nope,DSL,No,No,Month-to-month,Yes,Credit card (automatic),40.65,933.3,Movies,DeviceProtection +Female,No,Yes,Yes,14,SingleLine,DSL,Yes,Yes,Month-to-month,No,Bank transfer (automatic),59.45,780.85,Nope,OnlineSecurity +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),109.95,7852.4,FullService,OnlineSecurity +Male,No,Yes,No,53,Nope,DSL,Yes,Yes,One year,Yes,Electronic check,60.45,3184.25,FullService,DeviceProtection +Female,No,Yes,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.9,764.95,Movies,Nope +Male,No,Yes,Yes,72,Nope,DSL,Yes,No,Two year,No,Credit card (automatic),38.5,2763.0,Nope,FullSecurity +Female,Yes,Yes,No,17,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,92.55,1614.7,FullService,Nope +Female,No,Yes,Yes,2,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),73.55,145.4,Nope,Nope +Female,No,Yes,No,8,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,156.25,Nope,Nope +Female,No,Yes,No,48,Nope,DSL,Yes,No,One year,No,Mailed check,34.7,1604.5,Nope,DeviceProtection +Female,No,No,No,10,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.5,270.15,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,20.6,Nope,Nope +Female,No,No,No,29,SingleLine,DSL,No,Yes,One year,No,Credit card (automatic),58.0,1734.5,Nope,FullSecurity +Female,Yes,Yes,Yes,65,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,107.45,7047.5,FullService,DeviceProtection +Female,No,No,No,8,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),65.5,573.15,Nope,FullSecurity +Male,No,Yes,No,61,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.45,1538.6,Nope,Nope +Female,Yes,No,No,45,MultipleLines,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),100.15,4459.8,FullService,DeviceProtection +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),104.45,7459.0,FullService,DeviceProtection +Male,No,Yes,Yes,12,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.15,306.05,Nope,Nope +Male,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,96.2,639.7,FullService,Nope +Male,No,No,No,9,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,44.4,348.15,Nope,Nope +Female,Yes,Yes,No,43,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,107.55,4533.9,FullService,DeviceProtection +Male,No,Yes,Yes,58,MultipleLines,Fiber optic,No,Yes,Two year,No,Bank transfer (automatic),94.35,5563.65,Movies,DeviceProtection +Male,Yes,Yes,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.75,1587.55,FullService,DeviceProtection +Male,No,Yes,Yes,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,40.25,Nope,Nope +Female,No,Yes,No,8,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,101.15,842.9,FullService,DeviceProtection +Female,No,Yes,No,40,MultipleLines,Fiber optic,No,No,One year,No,Bank transfer (automatic),105.75,4228.55,FullService,FullSecurity +Male,No,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.15,784.45,Nope,OnlineSecurity +Male,No,No,No,41,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Electronic check,89.55,3729.75,TV,Nope +Female,No,No,No,26,SingleLine,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),54.75,1406.9,Nope,DeviceProtection +Female,No,Yes,No,33,SingleLine,DSL,Yes,Yes,One year,Yes,Credit card (automatic),53.75,1857.3,Nope,Nope +Male,No,Yes,Yes,68,SingleLine,Fiber optic,Yes,Yes,One year,No,Credit card (automatic),105.75,7322.5,FullService,DeviceProtection +Female,Yes,Yes,No,65,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),105.85,6725.5,FullService,DeviceProtection +Male,No,No,No,55,SingleLine,DSL,Yes,Yes,One year,Yes,Electronic check,64.2,3627.3,Movies,Nope +Male,No,No,No,20,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.7,1761.45,TV,DeviceProtection +Male,No,No,No,19,SingleLine,Fiber optic,No,Yes,One year,Yes,Credit card (automatic),87.7,1725.95,Movies,Nope +Female,No,No,No,45,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),89.3,4192.15,Movies,DeviceProtection +Female,No,Yes,Yes,70,SingleLine,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.15,1411.2,Nope,Nope +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.75,164.5,TV,Nope +Female,No,No,No,27,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,94.55,2724.6,FullService,Nope +Female,No,Yes,No,12,SingleLine,No,No internet service,No internet service,Two year,Yes,Electronic check,20.05,264.55,Nope,Nope +Male,No,No,Yes,72,Nope,DSL,Yes,Yes,Two year,No,Credit card (automatic),67.2,4671.7,FullService,FullSecurity +Male,No,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,94.55,1173.55,FullService,Nope +Female,Yes,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.05,318.5,Nope,Nope +Male,Yes,Yes,No,71,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,107.5,7713.55,FullService,FullSecurity +Male,Yes,No,No,35,SingleLine,DSL,No,Yes,One year,Yes,Electronic check,73.0,2471.25,FullService,DeviceProtection +Male,No,Yes,Yes,70,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),114.75,7842.3,FullService,FullSecurity +Female,No,No,No,31,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.05,2227.8,Nope,Nope +Male,No,Yes,Yes,52,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Bank transfer (automatic),96.25,4990.25,Movies,DeviceProtection +Male,Yes,No,No,37,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,101.1,3744.05,FullService,DeviceProtection +Male,No,No,No,69,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),104.7,7220.35,FullService,Nope +Male,Yes,Yes,No,30,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,77.9,2351.45,Nope,Nope +Female,No,No,No,33,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.65,2989.6,Movies,OnlineSecurity +Male,Yes,Yes,No,54,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,110.45,6077.75,FullService,DeviceProtection +Female,No,No,No,59,MultipleLines,DSL,No,Yes,One year,No,Bank transfer (automatic),68.7,4070.95,Movies,OnlineSecurity +Male,Yes,No,No,55,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,44.85,2479.05,TV,OnlineSecurity +Male,Yes,Yes,No,69,Nope,DSL,No,No,One year,Yes,Credit card (automatic),29.8,2134.3,Nope,DeviceProtection +Female,No,No,No,66,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),88.9,6000.1,TV,Nope +Male,No,Yes,Yes,37,SingleLine,DSL,No,Yes,One year,Yes,Mailed check,58.75,2203.1,Nope,FullSecurity +Male,Yes,Yes,No,9,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.85,183.15,Nope,Nope +Male,No,Yes,Yes,69,MultipleLines,DSL,No,Yes,Two year,No,Bank transfer (automatic),86.9,6194.1,FullService,FullSecurity +Male,No,No,No,10,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,59.65,638.95,TV,Nope +Male,No,No,Yes,40,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,55.25,2139.2,Nope,OnlineSecurity +Male,No,No,Yes,13,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),66.4,831.75,FullService,Nope +Female,No,No,No,6,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,90.1,521.3,TV,Nope +Female,No,Yes,Yes,69,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.15,1337.5,Nope,Nope +Female,Yes,Yes,No,66,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),108.1,7181.95,FullService,DeviceProtection +Male,No,No,No,11,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,53.75,608.0,Nope,DeviceProtection +Male,No,Yes,Yes,46,SingleLine,DSL,No,Yes,One year,No,Mailed check,56.9,2560.1,Nope,FullSecurity +Female,No,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,89.3,577.6,FullService,Nope +Female,No,Yes,Yes,56,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,109.6,5953.0,FullService,FullSecurity +Male,No,Yes,Yes,70,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,1790.15,Nope,Nope +Female,No,Yes,Yes,33,MultipleLines,DSL,No,Yes,One year,Yes,Electronic check,79.15,2531.4,FullService,DeviceProtection +Female,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),66.75,4760.3,Nope,OnlineSecurity +Female,No,Yes,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.2,292.85,FullService,Nope +Female,No,No,Yes,19,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,48.8,953.65,Nope,Nope +Female,Yes,No,No,5,Nope,DSL,No,No,Month-to-month,No,Electronic check,45.7,198.0,FullService,Nope +Female,No,Yes,No,71,SingleLine,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),80.7,5705.05,FullService,DeviceProtection +Male,No,Yes,No,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.5,609.9,Nope,OnlineSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.55,20.55,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.65,79.65,TV,Nope +Female,No,No,No,61,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Mailed check,115.1,6993.65,FullService,FullSecurity +Female,No,Yes,Yes,71,Nope,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),59.7,4122.65,FullService,OnlineSecurity +Female,No,Yes,No,68,MultipleLines,Fiber optic,Yes,No,One year,No,Credit card (automatic),86.45,5762.95,Nope,DeviceProtection +Male,No,No,No,46,Nope,DSL,No,Yes,One year,No,Credit card (automatic),33.7,1537.85,Nope,DeviceProtection +Male,No,No,No,33,MultipleLines,Fiber optic,No,No,One year,No,Bank transfer (automatic),80.1,2603.3,Nope,OnlineSecurity +Female,No,Yes,Yes,53,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.05,5566.4,Movies,FullSecurity +Female,Yes,Yes,No,50,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),108.75,5431.9,FullService,FullSecurity +Female,No,No,No,57,Nope,DSL,No,Yes,One year,Yes,Credit card (automatic),41.1,2258.25,Nope,FullSecurity +Female,No,Yes,Yes,54,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.35,1092.35,Nope,Nope +Female,Yes,Yes,No,60,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.9,6401.25,FullService,DeviceProtection +Female,Yes,Yes,No,28,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),101.3,2812.2,FullService,Nope +Female,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,80.05,80.05,TV,Nope +Male,No,Yes,Yes,29,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.2,2698.35,Movies,DeviceProtection +Female,No,Yes,Yes,10,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,65.5,616.9,Movies,Nope +Male,No,No,Yes,43,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,40.45,1912.85,Nope,FullSecurity +Male,Yes,Yes,No,13,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),70.45,849.1,Nope,Nope +Female,No,Yes,No,43,SingleLine,DSL,No,Yes,Two year,Yes,Electronic check,78.8,3460.3,FullService,FullSecurity +Male,No,Yes,Yes,19,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,83.65,1465.75,Movies,Nope +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.1,90.1,FullService,Nope +Female,No,No,No,69,SingleLine,DSL,No,Yes,Two year,Yes,Credit card (automatic),82.45,5555.3,FullService,FullSecurity +Female,No,Yes,No,61,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,1278.8,Nope,Nope +Male,No,Yes,No,43,MultipleLines,DSL,Yes,Yes,Month-to-month,No,Bank transfer (automatic),66.25,2907.35,Nope,OnlineSecurity +Female,No,Yes,No,6,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,146.3,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,51.25,51.25,Nope,Nope +Male,No,Yes,No,56,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,89.7,4952.95,FullService,Nope +Female,No,Yes,No,70,Nope,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),64.55,4504.9,FullService,FullSecurity +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.6,45.6,Nope,Nope +Male,No,Yes,Yes,49,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,93.65,4520.15,TV,DeviceProtection +Female,No,No,No,6,SingleLine,DSL,No,Yes,Month-to-month,Yes,Bank transfer (automatic),49.65,267.35,Nope,Nope +Female,No,Yes,Yes,32,SingleLine,DSL,Yes,Yes,Two year,No,Mailed check,73.6,2316.85,Movies,FullSecurity +Female,Yes,Yes,No,72,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Mailed check,109.75,8075.35,FullService,FullSecurity +Male,No,No,Yes,37,SingleLine,DSL,Yes,Yes,Two year,No,Credit card (automatic),61.45,2302.35,Nope,OnlineSecurity +Female,No,Yes,No,69,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),106.4,7251.9,FullService,OnlineSecurity +Female,No,Yes,No,26,SingleLine,DSL,Yes,Yes,Month-to-month,No,Bank transfer (automatic),81.9,2078.55,FullService,DeviceProtection +Female,No,Yes,Yes,58,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),105.2,6225.4,FullService,DeviceProtection +Male,No,No,No,24,MultipleLines,DSL,No,Yes,One year,No,Bank transfer (automatic),54.6,1242.25,Nope,Nope +Male,No,Yes,Yes,5,SingleLine,No,No internet service,No internet service,One year,No,Electronic check,20.55,99.45,Nope,Nope +Male,No,Yes,Yes,15,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.0,288.05,Nope,Nope +Female,No,Yes,Yes,30,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.7,599.25,Nope,Nope +Female,No,Yes,No,55,MultipleLines,DSL,Yes,Yes,One year,Yes,Credit card (automatic),66.05,3462.1,Nope,OnlineSecurity +Female,No,Yes,No,25,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),34.0,853.0,TV,Nope +Male,Yes,Yes,No,10,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Mailed check,92.5,934.1,TV,DeviceProtection +Male,No,Yes,Yes,44,Nope,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),54.05,2375.2,Movies,FullSecurity +Female,No,No,No,47,SingleLine,DSL,Yes,Yes,One year,Yes,Mailed check,58.9,2813.05,Nope,OnlineSecurity +Female,No,Yes,Yes,13,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,88.35,1222.8,FullService,Nope +Female,No,Yes,Yes,49,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.95,5293.2,FullService,DeviceProtection +Female,No,Yes,No,64,SingleLine,Fiber optic,No,Yes,One year,Yes,Mailed check,96.9,6314.35,FullService,OnlineSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.1,19.1,Nope,Nope +Male,No,No,No,20,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,50.0,1003.05,Nope,Nope +Female,No,Yes,No,37,Nope,DSL,No,Yes,Two year,No,Electronic check,45.4,1593.1,TV,OnlineSecurity +Male,No,Yes,Yes,30,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,85.45,2509.95,TV,Nope +Female,No,No,No,38,MultipleLines,DSL,Yes,No,One year,No,Bank transfer (automatic),84.1,3187.65,FullService,FullSecurity +Female,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,74.45,74.45,Nope,Nope +Female,No,No,No,37,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,64.75,2345.2,FullService,Nope +Female,No,Yes,No,52,Nope,DSL,Yes,Yes,Two year,No,Credit card (automatic),66.25,3330.1,FullService,FullSecurity +Male,No,No,Yes,71,SingleLine,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),76.9,5522.7,TV,FullSecurity +Male,No,No,No,26,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,89.8,2335.3,TV,DeviceProtection +Male,No,No,No,66,MultipleLines,DSL,Yes,No,Two year,Yes,Credit card (automatic),74.6,4798.4,Movies,FullSecurity +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),116.95,8594.4,FullService,FullSecurity +Male,No,No,Yes,25,Nope,DSL,No,No,One year,Yes,Credit card (automatic),40.65,970.55,TV,OnlineSecurity +Male,No,Yes,Yes,69,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.35,7665.8,FullService,FullSecurity +Male,No,Yes,Yes,53,MultipleLines,DSL,Yes,No,Two year,No,Bank transfer (automatic),69.7,3686.05,Movies,OnlineSecurity +Female,No,No,No,12,SingleLine,Fiber optic,No,No,One year,No,Mailed check,95.5,1115.15,FullService,DeviceProtection +Male,No,No,No,26,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,98.65,2537.0,FullService,DeviceProtection +Male,No,No,No,21,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,61.65,1393.6,Movies,DeviceProtection +Female,No,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.35,89.35,FullService,Nope +Male,No,No,No,48,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,95.4,4445.3,Movies,OnlineSecurity +Female,No,Yes,No,26,Nope,DSL,No,No,One year,No,Credit card (automatic),35.4,978.6,Nope,FullSecurity +Male,No,Yes,No,60,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.95,1258.15,Nope,Nope +Male,No,No,No,18,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,331.35,Nope,Nope +Female,Yes,No,No,10,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,29.65,291.4,Nope,Nope +Male,No,Yes,Yes,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.5,453.75,Nope,FullSecurity +Female,No,No,Yes,4,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,20.4,84.75,Nope,Nope +Male,No,Yes,Yes,65,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,1715.1,Nope,Nope +Male,No,Yes,Yes,70,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.35,1715.15,Nope,Nope +Male,No,No,No,18,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),90.7,1597.25,Movies,DeviceProtection +Male,No,No,Yes,62,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.0,1250.1,Nope,Nope +Female,No,Yes,Yes,66,SingleLine,DSL,No,No,Two year,Yes,Electronic check,59.75,3996.8,TV,OnlineSecurity +Female,No,Yes,Yes,65,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),82.5,5215.1,FullService,OnlineSecurity +Female,Yes,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.3,235.5,Nope,Nope +Female,No,No,No,34,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,673.2,Nope,Nope +Male,No,Yes,Yes,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),90.8,1442.2,TV,DeviceProtection +Female,No,No,No,54,MultipleLines,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),103.95,5639.05,FullService,FullSecurity +Female,Yes,No,No,50,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,104.95,5222.35,FullService,DeviceProtection +Male,No,Yes,No,71,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,105.25,7291.75,FullService,DeviceProtection +Female,No,No,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.75,799.65,Nope,Nope +Female,No,No,No,1,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,50.8,50.8,Nope,Nope +Male,No,No,No,18,MultipleLines,No,No internet service,No internet service,One year,No,Mailed check,23.75,424.5,Nope,Nope +Male,No,No,No,4,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,61.3,249.4,TV,Nope +Female,No,Yes,Yes,58,MultipleLines,DSL,No,Yes,Two year,No,Mailed check,75.8,4415.75,TV,FullSecurity +Female,No,Yes,No,56,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,98.0,5270.6,FullService,OnlineSecurity +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.25,144.55,TV,Nope +Male,No,Yes,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.9,2447.95,Nope,DeviceProtection +Male,No,Yes,Yes,56,Nope,DSL,Yes,Yes,One year,Yes,Mailed check,52.0,2884.9,TV,OnlineSecurity +Male,No,No,No,36,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.75,3050.15,Movies,Nope +Female,No,No,No,4,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Mailed check,64.4,253.0,TV,Nope +Male,No,No,No,53,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),85.45,4517.25,TV,Nope +Male,No,No,No,10,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),45.8,436.2,Nope,Nope +Male,No,No,No,4,Nope,DSL,No,Yes,Month-to-month,No,Electronic check,30.5,118.4,Nope,Nope +Male,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,Nope,Nope +Female,No,Yes,No,51,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,69.15,3649.6,Nope,Nope +Male,Yes,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.45,1200.15,FullService,DeviceProtection +Female,No,No,No,6,Nope,DSL,No,Yes,One year,Yes,Mailed check,49.25,255.6,FullService,Nope +Male,No,Yes,Yes,63,Nope,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),39.35,2395.05,Nope,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.6,70.6,Nope,Nope +Female,No,Yes,No,48,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.1,5083.55,FullService,Nope +Female,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),81.0,389.6,TV,Nope +Female,No,No,Yes,35,SingleLine,No,No internet service,No internet service,One year,Yes,Credit card (automatic),20.1,644.5,Nope,Nope +Male,No,No,No,6,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,84.85,523.5,TV,Nope +Male,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,39.3,Nope,Nope +Female,No,No,No,50,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),19.75,989.05,Nope,Nope +Female,No,No,No,33,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),70.4,2406.1,Nope,Nope +Male,No,No,No,31,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.45,638.55,Nope,Nope +Female,No,Yes,Yes,9,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.35,191.1,Nope,Nope +Female,No,Yes,Yes,54,MultipleLines,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,86.2,4524.05,FullService,DeviceProtection +Female,No,No,No,46,SingleLine,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),95.65,4664.2,TV,FullSecurity +Male,No,No,Yes,34,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,103.8,3470.8,FullService,OnlineSecurity +Male,No,Yes,Yes,71,MultipleLines,Fiber optic,No,No,Two year,Yes,Electronic check,97.2,6910.3,FullService,OnlineSecurity +Female,No,Yes,Yes,63,SingleLine,DSL,Yes,Yes,Two year,No,Mailed check,63.55,4014.2,Nope,FullSecurity +Female,No,No,No,51,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.95,1288.0,Nope,Nope +Female,Yes,No,No,26,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.15,2277.65,TV,Nope +Female,No,Yes,No,64,SingleLine,Fiber optic,No,No,Two year,Yes,Bank transfer (automatic),99.0,6375.8,FullService,FullSecurity +Female,Yes,Yes,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,24.8,24.8,Nope,Nope +Male,Yes,Yes,No,61,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),85.55,5251.75,Nope,Nope +Female,No,No,No,15,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),94.0,1505.45,FullService,DeviceProtection +Male,No,No,No,64,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),105.65,6903.1,FullService,Nope +Female,No,No,No,18,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,50.3,913.3,Nope,Nope +Female,No,Yes,Yes,57,SingleLine,Fiber optic,Yes,No,One year,Yes,Electronic check,95.0,5535.8,FullService,Nope +Male,No,Yes,Yes,14,SingleLine,DSL,Yes,No,Two year,Yes,Bank transfer (automatic),61.4,815.55,Movies,OnlineSecurity +Male,Yes,No,No,18,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),80.55,1411.65,Nope,Nope +Female,Yes,Yes,No,72,MultipleLines,Fiber optic,No,No,Two year,No,Bank transfer (automatic),78.5,5602.25,Nope,OnlineSecurity +Male,No,Yes,No,70,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),114.3,8244.3,FullService,FullSecurity +Female,No,No,No,38,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.05,741.5,Nope,Nope +Male,No,Yes,Yes,68,SingleLine,DSL,Yes,Yes,Two year,No,Credit card (automatic),62.65,4375.8,Nope,FullSecurity +Male,No,No,No,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.85,1008.7,Movies,Nope +Male,Yes,Yes,No,65,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Credit card (automatic),92.7,5968.4,TV,OnlineSecurity +Female,No,No,No,30,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,100.45,3096.9,FullService,DeviceProtection +Male,No,Yes,No,51,MultipleLines,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),75.2,3901.25,FullService,Nope +Female,No,No,No,31,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),84.75,2613.4,Nope,FullSecurity +Female,No,Yes,No,9,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,89.45,853.1,FullService,Nope +Female,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.5,5661.7,Movies,FullSecurity +Male,No,No,No,10,MultipleLines,DSL,No,No,Month-to-month,Yes,Credit card (automatic),72.15,794.25,FullService,Nope +Female,No,No,No,37,SingleLine,No,No internet service,No internet service,One year,Yes,Electronic check,19.8,695.05,Nope,Nope +Female,No,No,No,2,SingleLine,DSL,No,Yes,Month-to-month,No,Electronic check,76.4,160.8,FullService,DeviceProtection +Male,No,No,No,55,SingleLine,Fiber optic,Yes,No,One year,Yes,Mailed check,100.9,5552.05,FullService,OnlineSecurity +Male,No,No,Yes,33,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),95.3,3275.15,Movies,FullSecurity +Female,No,Yes,Yes,46,SingleLine,Fiber optic,No,Yes,One year,No,Bank transfer (automatic),90.95,4236.6,Movies,DeviceProtection +Female,No,No,Yes,1,SingleLine,DSL,No,Yes,Month-to-month,No,Electronic check,54.5,54.5,Nope,OnlineSecurity +Female,Yes,No,No,20,MultipleLines,DSL,No,No,Month-to-month,Yes,Mailed check,61.6,1174.35,Movies,Nope +Male,No,Yes,No,9,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.9,741.7,Nope,DeviceProtection +Male,Yes,No,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),96.15,3019.25,FullService,Nope +Female,No,Yes,Yes,19,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),49.6,962.9,Nope,DeviceProtection +Female,No,Yes,No,70,MultipleLines,DSL,No,Yes,Two year,No,Credit card (automatic),65.3,4759.75,Nope,FullSecurity +Female,No,No,Yes,61,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.0,1498.35,Nope,Nope +Male,No,No,No,26,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.45,1233.15,Nope,Nope +Male,No,Yes,No,45,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),107.75,4882.8,FullService,DeviceProtection +Male,No,Yes,Yes,62,MultipleLines,Fiber optic,No,No,Two year,Yes,Credit card (automatic),89.1,5411.65,TV,DeviceProtection +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,Nope,Nope +Female,No,No,No,3,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,44.75,148.05,Nope,Nope +Female,No,Yes,Yes,41,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),101.6,3930.55,Movies,FullSecurity +Male,No,Yes,Yes,67,SingleLine,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),103.15,6895.5,FullService,DeviceProtection +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,84.65,84.65,TV,Nope +Female,No,Yes,No,71,MultipleLines,Fiber optic,Yes,No,One year,No,Mailed check,95.65,6856.95,TV,OnlineSecurity +Female,No,Yes,Yes,37,SingleLine,DSL,Yes,No,One year,No,Bank transfer (automatic),75.1,2658.8,FullService,OnlineSecurity +Male,No,Yes,No,60,SingleLine,DSL,Yes,Yes,Two year,Yes,Mailed check,61.35,3766.2,Nope,OnlineSecurity +Female,Yes,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.55,69.55,Nope,Nope +Female,No,No,No,6,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,129.55,Nope,Nope +Female,No,No,No,13,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,31.05,347.25,Nope,Nope +Female,No,Yes,Yes,11,SingleLine,DSL,No,No,Month-to-month,No,Bank transfer (automatic),51.0,581.7,Nope,OnlineSecurity +Male,No,No,No,7,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,51.0,354.05,Nope,OnlineSecurity +Female,No,Yes,Yes,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.85,929.45,FullService,Nope +Male,No,Yes,No,34,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,679.0,Nope,Nope +Female,No,No,No,62,SingleLine,DSL,No,Yes,Two year,Yes,Mailed check,65.1,3846.75,Movies,OnlineSecurity +Male,No,Yes,No,64,MultipleLines,DSL,Yes,Yes,One year,Yes,Mailed check,70.15,4480.7,Movies,Nope +Female,No,Yes,Yes,1,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),44.35,44.35,Nope,Nope +Male,No,No,No,25,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,20.75,499.4,Nope,Nope +Female,No,No,No,26,SingleLine,DSL,Yes,No,One year,Yes,Mailed check,56.05,1553.2,Nope,DeviceProtection +Male,No,No,Yes,10,SingleLine,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.95,219.5,Nope,Nope +Female,No,No,No,53,MultipleLines,Fiber optic,Yes,No,One year,No,Mailed check,98.6,5311.85,TV,FullSecurity +Female,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.7,586.05,TV,Nope +Male,No,No,No,33,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),79.0,2576.8,Nope,DeviceProtection +Female,Yes,Yes,No,71,SingleLine,Fiber optic,Yes,No,Two year,No,Credit card (automatic),89.45,6435.25,Movies,DeviceProtection +Female,No,No,No,29,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.2,1993.25,Nope,Nope +Male,No,Yes,Yes,24,MultipleLines,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),81.0,1923.85,FullService,OnlineSecurity +Male,No,Yes,Yes,20,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,49.6,939.8,Nope,DeviceProtection +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.6,84.6,TV,Nope +Male,No,No,Yes,54,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),55.0,3092.65,Nope,Nope +Female,Yes,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,84.85,415.55,TV,DeviceProtection +Female,No,Yes,Yes,72,MultipleLines,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),84.2,5986.55,FullService,FullSecurity +Male,No,Yes,No,52,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,106.3,5487.0,FullService,FullSecurity +Female,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,69.05,651.5,Nope,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.4,45.4,Nope,Nope +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.65,73.65,Nope,Nope +Male,No,Yes,Yes,33,SingleLine,DSL,No,Yes,One year,Yes,Mailed check,73.9,2405.05,FullService,DeviceProtection +Female,No,Yes,No,55,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,77.75,4458.15,Nope,DeviceProtection +Male,No,Yes,Yes,69,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Electronic check,99.35,6856.45,FullService,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,50.75,50.75,Nope,OnlineSecurity +Male,No,No,No,54,MultipleLines,DSL,No,Yes,Two year,No,Bank transfer (automatic),87.1,4735.2,FullService,FullSecurity +Male,No,No,Yes,33,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,20.15,682.15,Nope,Nope +Male,Yes,Yes,No,45,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),98.7,4525.8,TV,DeviceProtection +Female,No,No,Yes,11,Nope,DSL,No,No,Month-to-month,No,Electronic check,25.2,321.05,Nope,Nope +Male,No,No,No,6,SingleLine,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),55.7,335.65,Nope,OnlineSecurity +Male,No,No,No,21,SingleLine,DSL,No,No,Month-to-month,No,Bank transfer (automatic),65.35,1424.4,TV,FullSecurity +Female,No,Yes,Yes,65,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.3,1748.55,Nope,Nope +Female,Yes,Yes,No,6,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.35,474.9,Movies,Nope +Female,No,No,No,8,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,84.95,668.4,TV,OnlineSecurity +Male,No,No,No,11,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,73.85,926.25,Nope,Nope +Male,No,Yes,Yes,43,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,24.25,1077.95,Nope,Nope +Male,No,Yes,Yes,49,Nope,DSL,Yes,No,One year,Yes,Bank transfer (automatic),51.8,2541.25,FullService,Nope +Female,Yes,Yes,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,46.0,46.0,Nope,Nope +Male,Yes,No,No,15,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.4,1156.1,Movies,Nope +Male,No,Yes,Yes,60,SingleLine,DSL,Yes,No,Two year,No,Bank transfer (automatic),60.5,3694.45,Nope,FullSecurity +Male,No,No,No,17,Nope,DSL,No,No,Month-to-month,No,Credit card (automatic),25.1,382.8,Nope,Nope +Male,Yes,Yes,No,16,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),71.8,1167.8,Nope,Nope +Male,No,Yes,Yes,35,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.05,746.75,Nope,Nope +Male,Yes,Yes,No,44,MultipleLines,Fiber optic,Yes,No,One year,No,Mailed check,88.4,3912.9,Movies,Nope +Female,No,Yes,Yes,12,Nope,DSL,No,Yes,One year,No,Credit card (automatic),30.25,368.85,Nope,Nope +Female,No,No,No,28,SingleLine,DSL,Yes,Yes,One year,Yes,Electronic check,59.9,1654.7,Nope,OnlineSecurity +Male,No,Yes,No,70,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.15,1940.85,Nope,Nope +Female,No,No,Yes,5,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,46.0,221.7,Nope,Nope +Male,No,No,No,18,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Credit card (automatic),101.3,1794.65,FullService,DeviceProtection +Male,No,Yes,No,70,MultipleLines,DSL,No,Yes,Two year,Yes,Credit card (automatic),76.95,5289.8,FullService,OnlineSecurity +Female,No,Yes,Yes,9,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Mailed check,55.3,501.2,Nope,Nope +Female,Yes,No,No,67,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),92.45,6140.85,TV,OnlineSecurity +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),48.45,48.45,Nope,OnlineSecurity +Female,No,Yes,Yes,18,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.35,309.25,Nope,Nope +Male,No,No,No,4,MultipleLines,DSL,No,No,Month-to-month,No,Credit card (automatic),51.75,201.1,Nope,Nope +Male,Yes,Yes,Yes,71,SingleLine,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),86.7,6179.35,Nope,FullSecurity +Male,No,Yes,Yes,30,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.4,2838.7,TV,OnlineSecurity +Male,No,Yes,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,55.7,55.7,Nope,FullSecurity +Female,No,No,No,55,MultipleLines,Fiber optic,No,No,One year,Yes,Credit card (automatic),84.25,4589.85,Nope,FullSecurity +Male,No,No,No,59,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,64.65,3735.45,TV,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.15,70.15,Nope,Nope +Female,No,Yes,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),69.2,477.55,Nope,Nope +Male,No,Yes,Yes,45,SingleLine,DSL,No,Yes,Two year,No,Bank transfer (automatic),54.65,2553.7,Nope,OnlineSecurity +Female,No,Yes,Yes,54,MultipleLines,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.75,1342.15,Nope,Nope +Male,No,Yes,Yes,51,MultipleLines,No,No internet service,No internet service,One year,Yes,Mailed check,23.95,1216.35,Nope,Nope +Female,Yes,Yes,No,72,MultipleLines,Fiber optic,Yes,No,One year,No,Credit card (automatic),105.0,7578.05,FullService,DeviceProtection +Male,No,Yes,No,44,SingleLine,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),59.85,2603.95,Nope,OnlineSecurity +Male,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,42.7,Nope,Nope +Female,No,No,No,66,MultipleLines,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),92.15,6056.9,TV,DeviceProtection +Male,No,Yes,Yes,68,Nope,DSL,Yes,No,One year,No,Mailed check,44.8,2983.65,TV,OnlineSecurity +Female,No,No,No,31,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.9,689.35,Nope,Nope +Female,Yes,No,No,21,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),95.4,2025.1,FullService,Nope +Male,No,No,Yes,21,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,80.35,1747.2,Nope,OnlineSecurity +Female,No,Yes,Yes,55,MultipleLines,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),85.1,4657.95,FullService,FullSecurity +Male,No,No,No,9,Nope,DSL,No,No,Month-to-month,Yes,Credit card (automatic),34.7,296.1,TV,Nope +Male,Yes,Yes,No,71,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.05,8016.6,FullService,FullSecurity +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.1,81.1,Movies,Nope +Male,No,Yes,Yes,22,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.95,433.5,Nope,Nope +Female,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.55,20.55,Nope,Nope +Female,No,No,No,61,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Electronic check,106.6,6428.4,FullService,DeviceProtection +Female,No,Yes,No,67,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),86.15,5883.85,FullService,DeviceProtection +Female,Yes,No,No,14,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,78.85,1043.8,Nope,OnlineSecurity +Male,No,Yes,No,59,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,106.75,6252.9,TV,FullSecurity +Male,Yes,Yes,No,21,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),86.55,1857.25,TV,DeviceProtection +Male,No,No,No,4,Nope,DSL,Yes,Yes,Month-to-month,No,Mailed check,42.4,146.4,Nope,OnlineSecurity +Female,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.45,240.45,FullService,Nope +Male,No,Yes,No,70,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.25,1724.15,Nope,Nope +Female,No,No,No,3,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,97.9,315.3,FullService,Nope +Male,Yes,No,No,21,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,429.55,Nope,Nope +Male,No,No,No,20,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.6,356.15,Nope,Nope +Male,No,Yes,Yes,22,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.25,488.25,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,55.7,55.7,Movies,Nope +Female,No,No,No,63,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,20.6,1298.7,Nope,Nope +Female,No,Yes,Yes,70,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,1378.75,Nope,Nope +Male,No,No,No,13,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.8,973.45,Nope,DeviceProtection +Female,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,80.2,384.25,TV,Nope +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),116.4,8543.25,FullService,FullSecurity +Female,No,No,No,13,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,31.65,389.95,Nope,Nope +Male,No,Yes,No,61,SingleLine,Fiber optic,Yes,Yes,Month-to-month,No,Credit card (automatic),94.15,5731.85,Movies,DeviceProtection +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,20.65,20.65,Nope,Nope +Female,Yes,Yes,No,56,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),76.85,4275.75,Nope,Nope +Female,No,No,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,84.5,Nope,Nope +Male,No,No,No,35,MultipleLines,DSL,No,No,Two year,No,Mailed check,55.25,1924.1,Nope,OnlineSecurity +Female,No,Yes,No,18,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,39.05,669.85,TV,DeviceProtection +Male,No,Yes,No,72,MultipleLines,DSL,Yes,No,Two year,No,Bank transfer (automatic),82.15,5784.3,FullService,DeviceProtection +Female,Yes,No,No,49,MultipleLines,Fiber optic,Yes,Yes,One year,No,Bank transfer (automatic),103.0,5166.2,Movies,FullSecurity +Female,No,Yes,No,44,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.1,4060.55,Nope,FullSecurity +Female,Yes,Yes,No,3,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,83.9,267.4,TV,Nope +Female,No,Yes,Yes,37,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,95.15,3532.85,Movies,DeviceProtection +Male,No,Yes,No,61,MultipleLines,DSL,Yes,No,One year,Yes,Electronic check,79.8,4914.8,FullService,DeviceProtection +Male,No,Yes,No,70,MultipleLines,DSL,No,Yes,Two year,Yes,Credit card (automatic),74.8,5315.8,Movies,FullSecurity +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.85,69.85,Nope,Nope +Female,No,No,No,41,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,20.45,775.6,Nope,Nope +Male,No,Yes,Yes,70,MultipleLines,DSL,Yes,Yes,One year,No,Bank transfer (automatic),78.35,5445.95,Movies,FullSecurity +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,53.55,53.55,TV,Nope +Male,No,No,No,51,SingleLine,No,No internet service,No internet service,One year,No,Electronic check,19.1,1007.8,Nope,Nope +Female,No,Yes,Yes,42,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.0,833.55,Nope,Nope +Female,No,Yes,Yes,70,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),93.9,6579.05,Nope,FullSecurity +Male,No,No,No,48,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),19.95,1004.5,Nope,Nope +Male,No,Yes,Yes,68,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,113.15,7856.0,FullService,FullSecurity +Female,No,No,No,48,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),24.0,1183.05,Nope,Nope +Female,Yes,Yes,No,26,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,84.95,2169.75,Movies,Nope +Male,No,Yes,No,11,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.5,896.9,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,19.3,Nope,Nope +Female,No,No,No,27,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.15,501.35,Nope,Nope +Female,Yes,No,No,46,SingleLine,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),91.3,4126.35,TV,DeviceProtection +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,49.65,49.65,Nope,DeviceProtection +Female,No,No,No,46,SingleLine,DSL,No,Yes,Two year,No,Credit card (automatic),54.35,2460.15,Nope,DeviceProtection +Male,No,Yes,Yes,25,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.15,477.6,Nope,Nope +Male,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.45,370.65,FullService,Nope +Male,No,No,No,13,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.75,265.75,Nope,Nope +Male,No,Yes,No,31,SingleLine,DSL,Yes,Yes,One year,Yes,Credit card (automatic),75.5,2424.45,Movies,FullSecurity +Female,No,Yes,Yes,23,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,83.75,1849.95,TV,Nope +Female,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,61.05,Nope,Nope +Female,No,No,No,65,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.5,1698.55,Nope,Nope +Male,Yes,No,No,22,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),90.5,1910.6,TV,Nope +Female,No,Yes,Yes,55,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.15,998.1,Nope,Nope +Male,No,Yes,No,9,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Mailed check,94.85,890.6,TV,DeviceProtection +Male,No,Yes,Yes,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),69.95,529.5,Nope,Nope +Female,No,Yes,Yes,35,Nope,DSL,No,Yes,One year,No,Mailed check,40.9,1383.6,TV,Nope +Male,No,No,No,6,SingleLine,DSL,No,Yes,Two year,Yes,Mailed check,80.25,493.4,FullService,FullSecurity +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),48.6,48.6,Nope,OnlineSecurity +Male,No,No,No,17,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.8,1207.0,Nope,Nope +Male,No,Yes,Yes,10,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,60.2,563.5,TV,DeviceProtection +Male,No,No,Yes,15,SingleLine,DSL,No,Yes,One year,No,Credit card (automatic),55.2,864.55,Nope,DeviceProtection +Female,Yes,No,No,40,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,55.8,2109.35,FullService,OnlineSecurity +Female,No,Yes,Yes,13,SingleLine,DSL,No,Yes,One year,No,Bank transfer (automatic),54.15,701.05,Nope,OnlineSecurity +Male,No,Yes,No,29,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.15,2265.25,Nope,Nope +Female,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.5,220.6,Nope,Nope +Female,Yes,Yes,No,58,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),100.4,5749.8,FullService,Nope +Female,No,No,No,45,SingleLine,DSL,Yes,Yes,One year,Yes,Credit card (automatic),62.55,2796.45,Nope,OnlineSecurity +Female,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),70.45,5165.7,Nope,FullSecurity +Male,No,Yes,Yes,68,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),85.5,5696.6,Nope,OnlineSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.2,20.2,Nope,Nope +Female,No,Yes,Yes,38,SingleLine,DSL,Yes,No,Month-to-month,No,Electronic check,54.5,2076.05,Nope,OnlineSecurity +Male,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,44.2,Nope,Nope +Male,No,No,No,11,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,215.25,Nope,Nope +Female,Yes,Yes,No,20,SingleLine,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),91.0,1859.5,FullService,Nope +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),104.8,7470.1,FullService,DeviceProtection +Female,No,Yes,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),74.75,229.5,Nope,Nope +Male,No,No,No,23,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,104.05,2470.1,FullService,DeviceProtection +Male,No,No,No,40,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,51.1,2092.9,Nope,Nope +Male,Yes,Yes,No,62,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.8,5629.55,Movies,Nope +Female,No,No,Yes,22,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.55,469.85,Nope,Nope +Female,No,No,No,11,SingleLine,DSL,No,No,Month-to-month,No,Bank transfer (automatic),64.05,733.95,Movies,FullSecurity +Male,Yes,Yes,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.85,485.25,Nope,Nope +Female,No,No,No,13,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,96.65,1244.5,TV,OnlineSecurity +Male,Yes,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,Nope,Nope +Female,No,No,No,39,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,103.45,3994.45,FullService,DeviceProtection +Male,No,Yes,No,3,Nope,DSL,No,No,Month-to-month,No,Mailed check,25.0,78.25,Nope,Nope +Male,No,No,No,58,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.3,1131.5,Nope,Nope +Male,No,No,Yes,6,MultipleLines,No,No internet service,No internet service,Month-to-month,No,Mailed check,26.35,184.05,Nope,Nope +Female,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.9,19.9,Nope,Nope +Female,No,Yes,No,22,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,54.7,1178.75,Nope,DeviceProtection +Male,No,Yes,No,14,Nope,DSL,No,No,Month-to-month,No,Electronic check,46.35,667.7,FullService,Nope +Male,No,Yes,Yes,64,MultipleLines,Fiber optic,No,No,One year,No,Credit card (automatic),90.25,5629.15,Movies,DeviceProtection +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.95,19.95,Nope,Nope +Male,No,No,No,6,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,109.3,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,79.6,79.6,Movies,Nope +Male,No,No,Yes,39,MultipleLines,No,No internet service,No internet service,One year,No,Bank transfer (automatic),25.45,958.45,Nope,Nope +Female,No,No,No,20,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.5,403.15,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,75.9,75.9,Nope,Nope +Male,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,76.2,76.2,Nope,DeviceProtection +Male,No,Yes,No,64,MultipleLines,DSL,No,No,One year,Yes,Credit card (automatic),66.15,4392.5,TV,OnlineSecurity +Male,No,No,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,19.25,Nope,Nope +Female,No,Yes,No,46,SingleLine,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),69.1,3168.0,FullService,Nope +Female,Yes,Yes,Yes,28,Nope,DSL,Yes,No,One year,Yes,Electronic check,39.1,1096.6,Movies,Nope +Female,No,Yes,No,33,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,669.45,Nope,Nope +Male,No,Yes,Yes,39,SingleLine,DSL,Yes,No,One year,No,Electronic check,59.8,2343.85,Nope,FullSecurity +Female,No,Yes,No,42,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,84.3,3588.4,Nope,DeviceProtection +Female,No,No,No,1,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,48.6,48.6,Nope,Nope +Female,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.0,522.95,TV,Nope +Male,Yes,Yes,No,70,SingleLine,Fiber optic,Yes,No,Two year,No,Credit card (automatic),105.35,7511.9,FullService,FullSecurity +Male,No,No,No,65,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.1,1725.0,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,49.75,49.75,Nope,OnlineSecurity +Male,No,Yes,No,18,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.75,1691.9,FullService,Nope +Male,No,Yes,No,24,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.0,2248.05,FullService,Nope +Male,No,No,No,63,MultipleLines,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),71.9,4479.2,Movies,FullSecurity +Female,No,No,Yes,44,MultipleLines,DSL,Yes,No,One year,Yes,Mailed check,77.55,3471.1,FullService,Nope +Male,No,No,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.85,63.0,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.25,70.25,Nope,Nope +Female,No,Yes,Yes,37,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.25,3314.15,FullService,Nope +Female,Yes,No,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),84.6,865.55,Movies,DeviceProtection +Male,No,No,No,34,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),25.05,852.7,Nope,Nope +Male,No,Yes,No,35,Nope,DSL,No,No,One year,No,Credit card (automatic),53.15,1930.9,FullService,FullSecurity +Female,No,Yes,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,20.15,91.4,Nope,Nope +Female,Yes,Yes,No,39,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,101.25,3949.15,FullService,Nope +Male,Yes,Yes,No,43,SingleLine,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),100.55,4304.0,FullService,DeviceProtection +Female,No,Yes,Yes,17,MultipleLines,No,No internet service,No internet service,Month-to-month,No,Mailed check,24.1,409.9,Nope,Nope +Female,No,Yes,No,61,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.3,1554.9,Nope,Nope +Female,No,Yes,No,49,MultipleLines,DSL,Yes,No,One year,No,Electronic check,71.8,3472.05,Movies,FullSecurity +Male,No,No,No,4,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.7,117.8,Nope,Nope +Female,No,Yes,Yes,64,Nope,DSL,Yes,Yes,Two year,No,Electronic check,49.85,3210.35,Movies,DeviceProtection +Male,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.6,207.4,Nope,Nope +Male,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,19.75,Nope,Nope +Male,No,Yes,No,40,SingleLine,Fiber optic,Yes,No,One year,No,Electronic check,80.8,3132.75,Nope,DeviceProtection +Female,No,No,Yes,1,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,60.0,60.0,Nope,OnlineSecurity +Male,No,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.55,649.65,Movies,Nope +Female,Yes,Yes,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.85,20.85,Nope,Nope +Female,Yes,Yes,No,34,SingleLine,DSL,No,Yes,One year,No,Bank transfer (automatic),64.2,2106.3,TV,DeviceProtection +Female,No,Yes,No,1,Nope,DSL,No,No,Month-to-month,No,Electronic check,35.0,35.0,Movies,Nope +Female,No,No,No,39,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,50.75,2011.4,FullService,DeviceProtection +Female,Yes,Yes,No,58,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),105.5,6205.5,FullService,OnlineSecurity +Male,No,Yes,Yes,45,SingleLine,No,No internet service,No internet service,Two year,No,Electronic check,19.2,903.7,Nope,Nope +Male,Yes,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),85.15,503.6,TV,OnlineSecurity +Male,No,No,No,43,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),90.65,3882.3,Nope,FullSecurity +Male,No,Yes,Yes,41,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,20.0,879.8,Nope,Nope +Male,No,No,No,5,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,74.65,383.65,Nope,Nope +Male,No,No,No,72,Nope,DSL,No,Yes,Two year,Yes,Credit card (automatic),61.2,4390.25,FullService,FullSecurity +Male,No,No,No,4,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.95,68.2,Nope,Nope +Male,No,Yes,Yes,9,SingleLine,DSL,Yes,Yes,Month-to-month,No,Mailed check,54.8,452.8,Nope,Nope +Male,Yes,Yes,No,72,MultipleLines,DSL,No,No,Two year,Yes,Credit card (automatic),73.45,5329.0,FullService,DeviceProtection +Female,No,Yes,No,33,SingleLine,DSL,No,Yes,One year,Yes,Mailed check,51.45,1758.9,Nope,Nope +Female,No,Yes,No,72,MultipleLines,Fiber optic,No,No,Two year,No,Bank transfer (automatic),80.45,5737.6,Nope,OnlineSecurity +Male,No,Yes,No,22,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,54.2,1152.7,Nope,OnlineSecurity +Female,No,Yes,No,70,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,109.5,7674.55,FullService,DeviceProtection +Male,No,Yes,Yes,21,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,104.4,2157.95,FullService,DeviceProtection +Male,No,No,No,15,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,85.3,1219.85,TV,DeviceProtection +Male,Yes,Yes,No,29,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,79.3,2414.55,Nope,Nope +Female,No,Yes,Yes,15,SingleLine,DSL,Yes,Yes,Month-to-month,No,Bank transfer (automatic),76.5,1155.6,FullService,DeviceProtection +Male,Yes,Yes,Yes,71,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),105.1,7548.1,FullService,OnlineSecurity +Male,Yes,No,No,72,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.4,1809.35,Nope,Nope +Female,No,Yes,No,19,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.85,1564.4,TV,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,75.7,75.7,Nope,Nope +Female,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.55,84.4,Nope,Nope +Female,Yes,Yes,Yes,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),78.1,864.85,Nope,DeviceProtection +Female,No,No,No,12,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.3,228.75,Nope,Nope +Female,No,Yes,No,70,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,110.5,7752.05,FullService,DeviceProtection +Female,Yes,Yes,No,20,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,90.8,1951.0,TV,DeviceProtection +Female,No,No,No,23,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.3,470.6,Nope,Nope +Male,Yes,No,No,49,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),81.35,4060.9,Movies,FullSecurity +Female,No,Yes,Yes,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,97.95,384.5,FullService,Nope +Male,No,No,No,32,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.15,3432.9,FullService,OnlineSecurity +Male,No,No,Yes,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,55.3,108.65,Movies,Nope +Male,Yes,Yes,No,69,Nope,DSL,Yes,No,Two year,No,Credit card (automatic),56.55,3952.65,FullService,OnlineSecurity +Male,No,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),80.5,463.05,TV,Nope +Female,No,Yes,Yes,24,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,19.7,494.05,Nope,Nope +Female,No,No,No,32,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),104.05,3416.85,FullService,DeviceProtection +Female,No,No,No,27,SingleLine,DSL,Yes,No,Two year,No,Bank transfer (automatic),52.85,1498.65,Nope,OnlineSecurity +Female,Yes,Yes,No,27,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),104.3,2867.75,FullService,OnlineSecurity +Male,No,No,No,58,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Bank transfer (automatic),80.65,4807.35,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,71.35,71.35,Nope,Nope +Female,No,Yes,Yes,18,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.65,471.35,Nope,Nope +Female,No,Yes,Yes,47,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),21.3,1041.8,Nope,Nope +Female,No,Yes,Yes,70,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,110.2,7689.8,FullService,DeviceProtection +Female,No,No,No,13,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,No,Electronic check,89.4,1132.35,Nope,DeviceProtection +Female,No,Yes,Yes,36,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),51.05,1815.0,Nope,OnlineSecurity +Male,No,No,No,67,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,19.8,1311.3,Nope,Nope +Female,No,No,No,10,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,199.45,Nope,Nope +Male,Yes,No,No,19,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,87.3,1637.3,Movies,OnlineSecurity +Female,No,Yes,Yes,71,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1326.35,Nope,Nope +Male,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Mailed check,89.4,6376.55,FullService,FullSecurity +Female,No,Yes,Yes,48,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.0,935.9,Nope,Nope +Male,No,Yes,Yes,18,SingleLine,DSL,No,Yes,Month-to-month,No,Electronic check,83.25,1611.15,FullService,FullSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,20.6,Nope,Nope +Male,Yes,Yes,No,67,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),102.9,6989.7,FullService,Nope +Male,No,Yes,Yes,69,Nope,DSL,No,Yes,Two year,No,Mailed check,39.1,2779.5,Nope,FullSecurity +Male,No,No,No,19,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.95,1931.75,FullService,Nope +Male,Yes,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Mailed check,114.5,8331.95,FullService,FullSecurity +Female,Yes,No,No,38,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.2,735.9,Nope,Nope +Male,Yes,Yes,No,40,SingleLine,DSL,No,No,One year,No,Electronic check,55.8,2283.3,Movies,Nope +Female,No,Yes,Yes,61,MultipleLines,No,No internet service,No internet service,Two year,Yes,Mailed check,24.2,1445.2,Nope,Nope +Female,No,No,No,10,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),81.0,818.05,Nope,Nope +Male,No,Yes,No,32,MultipleLines,DSL,No,Yes,One year,Yes,Credit card (automatic),72.8,2333.05,TV,OnlineSecurity +Female,No,No,No,21,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),99.85,1992.55,FullService,Nope +Female,Yes,No,No,59,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,99.5,5890.0,FullService,DeviceProtection +Female,Yes,Yes,No,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.15,916.75,Nope,Nope +Female,No,No,No,47,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,1029.8,Nope,Nope +Male,No,Yes,Yes,69,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26.0,1796.55,Nope,Nope +Male,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.9,33.7,Nope,Nope +Female,No,Yes,Yes,22,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.05,454.05,Nope,Nope +Male,Yes,Yes,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.5,1392.25,TV,FullSecurity +Female,No,No,No,53,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1049.6,Nope,Nope +Female,Yes,Yes,No,28,MultipleLines,No,No internet service,No internet service,Month-to-month,No,Mailed check,25.7,734.6,Nope,Nope +Male,No,No,No,22,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.3,475.1,Nope,Nope +Male,Yes,Yes,No,16,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,91.55,1540.05,Movies,DeviceProtection +Female,No,Yes,Yes,48,Nope,DSL,Yes,Yes,Two year,No,Mailed check,39.4,1978.65,Nope,OnlineSecurity +Male,Yes,Yes,No,30,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.7,3181.8,TV,FullSecurity +Female,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.25,229.7,Nope,Nope +Male,Yes,No,No,57,MultipleLines,Fiber optic,No,Yes,Two year,No,Electronic check,93.75,5625.55,Movies,OnlineSecurity +Female,Yes,Yes,No,68,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),96.55,6581.9,Movies,OnlineSecurity +Female,No,Yes,No,23,SingleLine,DSL,No,Yes,One year,No,Bank transfer (automatic),60.0,1347.15,TV,Nope +Female,No,Yes,No,65,SingleLine,DSL,No,Yes,Two year,Yes,Credit card (automatic),59.8,3808.2,TV,Nope +Male,No,Yes,No,44,SingleLine,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),90.65,3974.15,FullService,Nope +Female,No,Yes,Yes,71,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),109.0,7661.8,FullService,FullSecurity +Female,No,Yes,No,37,MultipleLines,DSL,No,Yes,One year,No,Credit card (automatic),68.1,2479.25,Nope,FullSecurity +Female,No,No,No,12,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,266.6,Nope,Nope +Male,No,Yes,Yes,69,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),81.95,5601.4,FullService,DeviceProtection +Female,No,No,No,35,SingleLine,DSL,Yes,No,Month-to-month,No,Electronic check,60.55,1982.6,Nope,FullSecurity +Male,No,No,No,5,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),65.6,339.9,Movies,Nope +Male,No,Yes,Yes,58,MultipleLines,Fiber optic,No,No,Two year,No,Bank transfer (automatic),82.5,4828.05,TV,Nope +Male,No,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),82.3,5980.55,Movies,FullSecurity +Male,No,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,No,Mailed check,68.15,4808.7,Nope,FullSecurity +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.3,20.3,Nope,Nope +Female,No,No,No,39,SingleLine,Fiber optic,No,Yes,One year,Yes,Electronic check,95.55,3692.85,TV,FullSecurity +Male,No,Yes,Yes,53,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),20.2,1068.15,Nope,Nope +Female,No,No,No,27,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,89.2,2383.6,Movies,DeviceProtection +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Nope,Nope +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.3,89.3,FullService,Nope +Female,No,Yes,No,18,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,74.8,1438.05,Nope,OnlineSecurity +Male,No,Yes,Yes,46,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,20.2,917.45,Nope,Nope +Female,No,Yes,No,72,MultipleLines,DSL,No,Yes,Two year,Yes,Credit card (automatic),84.4,6096.45,FullService,FullSecurity +Female,No,No,No,36,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,87.55,3078.1,Movies,DeviceProtection +Female,No,Yes,No,4,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,25.15,99.95,Nope,Nope +Female,No,No,No,25,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,475.2,Nope,Nope +Female,No,Yes,Yes,40,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,50.85,2036.55,FullService,Nope +Male,No,Yes,No,63,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,102.4,6444.05,FullService,DeviceProtection +Female,Yes,No,No,15,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,96.3,1426.75,Movies,FullSecurity +Male,No,No,No,14,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),55.5,767.55,Nope,Nope +Male,Yes,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.75,7932.5,FullService,DeviceProtection +Male,No,No,No,39,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,106.4,4040.65,FullService,OnlineSecurity +Female,No,Yes,Yes,47,Nope,DSL,Yes,No,Two year,Yes,Credit card (automatic),60.0,2768.65,FullService,FullSecurity +Male,No,Yes,No,19,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),88.8,1672.35,Nope,OnlineSecurity +Female,No,No,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.2,474.8,TV,Nope +Female,No,No,No,13,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,35.1,446.1,Movies,Nope +Female,No,No,No,17,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),80.05,1345.65,Nope,DeviceProtection +Male,Yes,Yes,No,34,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.55,2425.4,Nope,Nope +Female,No,No,No,42,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,49.55,2077.95,Nope,Nope +Male,No,Yes,No,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,81.3,416.3,Nope,Nope +Female,No,Yes,Yes,71,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),23.9,1663.5,Nope,Nope +Male,Yes,Yes,No,19,SingleLine,DSL,No,No,Month-to-month,No,Bank transfer (automatic),66.4,1286.05,TV,FullSecurity +Female,No,No,Yes,2,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.6,35.85,Nope,Nope +Male,No,No,No,57,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),18.8,1094.35,Nope,Nope +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,108.4,7719.5,FullService,DeviceProtection +Female,No,No,No,6,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,85.95,514.6,Movies,Nope +Female,No,Yes,Yes,17,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.45,1451.6,Movies,Nope +Male,No,Yes,No,61,MultipleLines,DSL,Yes,No,Two year,No,Bank transfer (automatic),80.9,4932.5,FullService,DeviceProtection +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,71.0,71.0,Nope,Nope +Male,No,Yes,Yes,48,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),111.8,5443.65,FullService,FullSecurity +Male,No,No,No,16,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.6,330.25,Nope,Nope +Male,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.05,746.5,Movies,Nope +Female,No,No,No,3,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,44.6,122.7,Nope,Nope +Male,No,No,Yes,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.4,44.4,Nope,Nope +Male,No,No,No,65,MultipleLines,Fiber optic,Yes,No,Two year,No,Credit card (automatic),105.1,6631.85,FullService,DeviceProtection +Female,No,Yes,Yes,70,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),115.15,8250.0,FullService,FullSecurity +Male,No,Yes,No,60,SingleLine,DSL,No,No,One year,Yes,Mailed check,59.8,3561.15,TV,OnlineSecurity +Female,No,Yes,No,69,MultipleLines,No,No internet service,No internet service,One year,Yes,Electronic check,26.3,1763.55,Nope,Nope +Female,Yes,No,No,35,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.55,2419.0,Nope,Nope +Female,No,No,No,22,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,470.2,Nope,Nope +Male,No,Yes,Yes,66,MultipleLines,DSL,Yes,No,Two year,No,Bank transfer (automatic),79.85,5234.95,FullService,DeviceProtection +Male,Yes,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,Nope,Nope +Female,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),79.35,79.35,TV,Nope +Male,No,Yes,Yes,34,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),90.05,3097.0,Movies,DeviceProtection +Female,No,Yes,Yes,72,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.45,1709.1,Nope,Nope +Male,No,Yes,Yes,31,Nope,DSL,No,Yes,One year,No,Electronic check,59.95,1848.8,FullService,FullSecurity +Male,No,No,Yes,30,MultipleLines,No,No internet service,No internet service,One year,No,Bank transfer (automatic),25.35,723.3,Nope,Nope +Female,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),90.8,809.75,FullService,Nope +Male,No,Yes,Yes,20,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.45,1470.95,Nope,Nope +Male,Yes,Yes,No,19,Nope,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),34.3,577.15,Nope,DeviceProtection +Female,No,Yes,No,65,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,105.05,6914.95,FullService,FullSecurity +Female,No,Yes,Yes,30,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.3,602.9,Nope,Nope +Male,No,No,No,6,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.15,124.4,Nope,Nope +Female,No,No,No,2,Nope,DSL,Yes,No,Month-to-month,No,Electronic check,51.4,96.8,FullService,Nope +Male,No,Yes,Yes,53,MultipleLines,DSL,No,Yes,Month-to-month,No,Electronic check,71.85,3827.9,Movies,OnlineSecurity +Male,Yes,Yes,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.4,533.05,Nope,Nope +Female,No,Yes,Yes,61,SingleLine,DSL,No,No,One year,Yes,Bank transfer (automatic),49.7,2961.4,Nope,OnlineSecurity +Male,Yes,No,No,70,Nope,DSL,No,No,One year,Yes,Electronic check,45.25,3264.45,FullService,Nope +Female,No,No,No,13,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,78.75,995.35,FullService,FullSecurity +Male,Yes,Yes,No,35,MultipleLines,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),81.6,2815.25,Nope,DeviceProtection +Female,No,Yes,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),70.4,154.8,Nope,Nope +Female,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.8,246.3,Nope,Nope +Female,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,76.1,257.6,Nope,Nope +Female,No,No,No,62,MultipleLines,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),94.0,5757.2,FullService,Nope +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),103.95,7517.7,Movies,FullSecurity +Male,No,Yes,No,63,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.95,1234.8,Nope,Nope +Male,Yes,No,No,20,SingleLine,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),71.3,1389.2,Nope,Nope +Female,Yes,No,No,35,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),110.8,3836.3,FullService,FullSecurity +Male,Yes,Yes,No,21,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.1,1474.75,Nope,Nope +Male,No,Yes,No,62,MultipleLines,Fiber optic,Yes,No,One year,No,Electronic check,96.1,6001.45,Movies,OnlineSecurity +Female,No,No,No,15,MultipleLines,DSL,No,No,Month-to-month,Yes,Mailed check,48.8,720.1,Nope,Nope +Female,No,No,No,55,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),50.55,2832.75,Nope,OnlineSecurity +Female,No,No,No,11,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,44.65,472.25,Nope,Nope +Female,No,Yes,Yes,17,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,88.25,1460.65,TV,DeviceProtection +Female,No,No,No,61,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),19.45,1336.35,Nope,Nope +Female,No,Yes,No,71,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),89.3,6388.65,FullService,FullSecurity +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),70.0,153.05,Nope,Nope +Male,No,No,No,35,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.25,677.9,Nope,Nope +Female,No,No,No,17,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),70.5,1165.6,Nope,Nope +Female,No,No,No,21,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,97.35,2119.5,FullService,Nope +Female,No,Yes,No,47,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.65,921.55,Nope,Nope +Female,No,Yes,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.85,72.0,Nope,Nope +Male,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,68.35,Nope,Nope +Male,Yes,Yes,No,44,SingleLine,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.35,847.25,Nope,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,44.0,44.0,Nope,Nope +Female,No,Yes,Yes,44,MultipleLines,Fiber optic,Yes,No,One year,No,Electronic check,94.4,4295.35,Movies,DeviceProtection +Male,No,Yes,Yes,5,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.9,135.0,Nope,Nope +Male,No,No,No,24,MultipleLines,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),55.65,1400.55,Nope,OnlineSecurity +Female,No,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Nope,Nope +Female,No,No,No,18,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.4,1380.4,Nope,OnlineSecurity +Female,No,No,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.6,1060.2,FullService,DeviceProtection +Female,No,Yes,No,65,SingleLine,DSL,Yes,No,Two year,No,Bank transfer (automatic),71.0,4386.2,Movies,FullSecurity +Female,Yes,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,86.0,86.0,Movies,Nope +Female,No,No,No,53,MultipleLines,Fiber optic,No,No,One year,Yes,Credit card (automatic),106.95,5785.5,FullService,FullSecurity +Male,No,No,No,3,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,21.2,52.05,Nope,Nope +Male,No,Yes,No,33,SingleLine,DSL,Yes,Yes,Two year,Yes,Mailed check,61.05,2018.4,Nope,OnlineSecurity +Male,No,No,No,3,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,29.6,79.45,Nope,Nope +Female,No,No,No,34,SingleLine,DSL,No,Yes,One year,Yes,Bank transfer (automatic),79.95,2727.3,FullService,FullSecurity +Female,No,Yes,Yes,14,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,19.7,263.65,Nope,Nope +Female,No,No,No,13,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,275.4,Nope,Nope +Male,Yes,Yes,No,46,Nope,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),59.9,2816.65,FullService,DeviceProtection +Male,No,Yes,Yes,23,MultipleLines,No,No internet service,No internet service,One year,No,Mailed check,24.35,538.5,Nope,Nope +Female,No,Yes,Yes,47,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.75,948.9,Nope,Nope +Male,No,No,Yes,17,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,50.3,846.8,Nope,OnlineSecurity +Female,No,Yes,Yes,49,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.6,4783.5,FullService,Nope +Male,Yes,Yes,No,59,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,50.25,2997.45,FullService,Nope +Female,No,No,No,69,MultipleLines,DSL,No,Yes,Two year,Yes,Credit card (automatic),85.35,5897.4,FullService,FullSecurity +Male,No,No,No,11,Nope,DSL,No,No,One year,Yes,Electronic check,41.6,470.6,TV,DeviceProtection +Male,No,No,No,10,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,51.65,524.5,Nope,OnlineSecurity +Male,No,Yes,Yes,12,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.0,269.65,Nope,Nope +Male,No,No,No,45,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),100.85,4740.0,FullService,Nope +Female,No,Yes,Yes,39,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,59.85,2341.5,TV,DeviceProtection +Male,Yes,Yes,No,71,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.45,1789.65,Nope,Nope +Male,No,Yes,Yes,71,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),23.9,1626.4,Nope,Nope +Female,No,Yes,Yes,33,MultipleLines,No,No internet service,No internet service,One year,No,Credit card (automatic),24.15,800.3,Nope,Nope +Male,Yes,No,No,67,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,75.7,5060.85,Nope,Nope +Male,No,Yes,Yes,37,Nope,DSL,Yes,No,Month-to-month,No,Bank transfer (automatic),40.2,1448.8,Nope,FullSecurity +Male,No,Yes,Yes,49,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,84.5,4254.85,TV,Nope +Female,No,Yes,No,9,SingleLine,DSL,Yes,No,Month-to-month,No,Mailed check,50.85,466.6,Nope,Nope +Male,No,Yes,No,52,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Credit card (automatic),91.6,4627.8,Nope,FullSecurity +Female,No,No,No,70,MultipleLines,Fiber optic,Yes,No,One year,No,Electronic check,98.9,6838.6,FullService,Nope +Male,No,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,85.0,85.0,Movies,Nope +Female,Yes,No,No,14,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,78.95,1101.85,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,44.3,44.3,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,Nope,Nope +Female,No,No,No,52,MultipleLines,Fiber optic,Yes,No,One year,Yes,Mailed check,80.2,4297.6,Nope,Nope +Male,No,No,No,6,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,60.9,414.1,TV,DeviceProtection +Male,No,Yes,No,7,Nope,DSL,Yes,No,Month-to-month,No,Mailed check,34.2,256.6,Nope,OnlineSecurity +Female,Yes,No,No,47,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.2,3969.35,Nope,DeviceProtection +Female,No,No,No,26,SingleLine,Fiber optic,No,Yes,One year,Yes,Credit card (automatic),87.15,2274.1,Nope,FullSecurity +Male,No,Yes,Yes,25,SingleLine,DSL,No,Yes,Month-to-month,No,Electronic check,54.3,1296.8,Nope,OnlineSecurity +Male,No,No,No,69,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,19.1,1268.85,Nope,Nope +Female,No,No,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),112.75,8192.6,FullService,FullSecurity +Male,No,No,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,59.25,Nope,Nope +Male,No,Yes,Yes,59,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.5,1147.85,Nope,Nope +Male,No,No,No,67,SingleLine,DSL,No,No,Two year,No,Bank transfer (automatic),65.55,4361.55,Movies,FullSecurity +Female,Yes,No,No,26,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.8,2006.1,Movies,Nope +Female,No,No,No,27,SingleLine,DSL,Yes,Yes,One year,No,Mailed check,78.2,2078.95,FullService,DeviceProtection +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,No,No,Two year,No,Bank transfer (automatic),105.25,7609.75,FullService,FullSecurity +Female,No,No,No,6,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,89.25,487.05,Movies,DeviceProtection +Male,No,Yes,Yes,62,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.65,1218.45,Nope,Nope +Male,No,No,No,20,MultipleLines,DSL,Yes,Yes,One year,Yes,Electronic check,68.7,1416.2,TV,Nope +Male,No,No,No,6,SingleLine,DSL,No,Yes,Month-to-month,No,Credit card (automatic),78.65,483.3,FullService,FullSecurity +Male,No,No,No,51,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,24.75,1234.6,Nope,Nope +Female,No,Yes,Yes,61,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.75,1311.6,Nope,Nope +Male,Yes,Yes,No,62,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.1,5618.3,Nope,FullSecurity +Female,No,No,No,72,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Bank transfer (automatic),84.7,6185.15,Nope,OnlineSecurity +Male,Yes,Yes,No,13,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,98.0,1237.85,FullService,DeviceProtection +Male,No,Yes,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.45,498.1,FullService,DeviceProtection +Male,Yes,No,No,3,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.0,294.45,FullService,DeviceProtection +Female,Yes,Yes,No,26,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,93.85,2381.55,Movies,DeviceProtection +Male,Yes,No,No,13,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,59.9,788.35,TV,Nope +Female,No,Yes,Yes,38,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,19.95,756.4,Nope,Nope +Female,Yes,Yes,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.0,613.4,Movies,Nope +Male,Yes,Yes,Yes,34,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,108.9,3625.2,FullService,DeviceProtection +Male,No,No,No,18,Nope,DSL,No,No,Month-to-month,No,Mailed check,33.6,550.35,Nope,FullSecurity +Male,No,Yes,Yes,56,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Mailed check,85.85,4793.8,Nope,DeviceProtection +Female,No,No,No,36,Nope,DSL,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),34.85,1267.2,Nope,Nope +Female,No,Yes,No,9,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,48.75,442.2,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.85,84.85,TV,DeviceProtection +Male,No,No,No,12,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,56.65,654.85,Nope,OnlineSecurity +Female,Yes,Yes,Yes,57,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.3,5567.45,TV,DeviceProtection +Female,No,No,No,42,SingleLine,DSL,Yes,Yes,One year,No,Credit card (automatic),73.9,3160.55,Movies,FullSecurity +Female,No,Yes,Yes,33,MultipleLines,No,No internet service,No internet service,Two year,Yes,Mailed check,24.5,740.3,Nope,Nope +Male,No,Yes,No,70,SingleLine,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),84.6,5706.2,Nope,OnlineSecurity +Female,No,No,No,68,Nope,DSL,Yes,Yes,Month-to-month,No,Electronic check,44.95,3085.35,Movies,Nope +Male,No,No,Yes,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,24.7,24.7,Nope,Nope +Female,No,No,No,37,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Credit card (automatic),100.3,3541.4,FullService,Nope +Female,No,No,Yes,4,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.45,84.2,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,50.7,50.7,Nope,OnlineSecurity +Male,No,No,No,20,Nope,DSL,Yes,Yes,Month-to-month,Yes,Credit card (automatic),55.0,1165.55,TV,FullSecurity +Male,No,Yes,Yes,72,SingleLine,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),68.4,4855.35,TV,OnlineSecurity +Female,No,No,No,31,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.9,2806.9,Movies,DeviceProtection +Male,Yes,Yes,No,18,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,78.55,1422.65,Movies,Nope +Male,No,Yes,No,11,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),55.05,608.15,TV,Nope +Female,No,Yes,Yes,33,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,641.35,Nope,Nope +Female,Yes,No,No,62,MultipleLines,Fiber optic,No,No,One year,No,Electronic check,84.45,4959.15,TV,Nope +Female,No,No,No,1,Nope,DSL,No,Yes,Month-to-month,No,Mailed check,35.9,35.9,Nope,DeviceProtection +Male,No,Yes,No,16,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),80.75,1321.3,Nope,OnlineSecurity +Male,No,Yes,Yes,22,MultipleLines,DSL,No,Yes,One year,Yes,Mailed check,78.65,1663.75,FullService,DeviceProtection +Female,No,Yes,Yes,49,SingleLine,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),61.75,3024.15,Nope,FullSecurity +Male,No,Yes,Yes,36,SingleLine,DSL,No,No,One year,Yes,Credit card (automatic),63.7,2188.5,Movies,FullSecurity +Male,No,Yes,No,42,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,99.45,4138.05,Movies,DeviceProtection +Male,Yes,No,No,4,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),25.2,102.5,Nope,Nope +Female,No,No,No,12,MultipleLines,DSL,No,Yes,One year,No,Mailed check,74.05,872.65,FullService,Nope +Female,No,No,No,31,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Electronic check,87.6,2724.25,Nope,FullSecurity +Male,No,Yes,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.15,413.25,Movies,OnlineSecurity +Male,No,Yes,Yes,66,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.0,1374.2,Nope,Nope +Female,Yes,No,No,15,MultipleLines,DSL,No,Yes,Month-to-month,No,Credit card (automatic),55.0,757.1,Nope,Nope +Male,No,No,No,64,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),104.4,6692.65,FullService,DeviceProtection +Male,No,Yes,Yes,10,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.05,218.5,Nope,Nope +Male,No,Yes,Yes,7,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,89.75,608.8,TV,Nope +Male,No,No,No,29,Nope,DSL,Yes,Yes,Month-to-month,No,Electronic check,34.3,1004.75,Nope,Nope +Male,No,No,No,57,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.65,1125.6,Nope,Nope +Female,No,No,No,46,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Mailed check,84.25,3847.6,Nope,OnlineSecurity +Male,No,No,No,53,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.65,978.0,Nope,Nope +Female,No,No,No,17,SingleLine,DSL,Yes,Yes,One year,No,Credit card (automatic),79.85,1387.35,FullService,OnlineSecurity +Female,No,Yes,Yes,38,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,20.2,746.05,Nope,Nope +Male,No,No,No,15,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.8,304.6,Nope,Nope +Female,No,No,No,22,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,50.35,1098.85,FullService,Nope +Male,No,Yes,No,14,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.15,1139.2,Movies,Nope +Female,No,Yes,No,57,MultipleLines,DSL,Yes,Yes,One year,No,Bank transfer (automatic),74.6,4368.95,TV,DeviceProtection +Male,Yes,No,No,11,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),79.15,827.7,Movies,Nope +Female,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.35,20.35,Nope,Nope +Male,No,Yes,Yes,12,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.05,262.05,Nope,Nope +Male,Yes,Yes,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.6,279.55,FullService,Nope +Male,No,No,Yes,36,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.7,3512.5,FullService,Nope +Male,No,No,No,16,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.25,1483.25,FullService,OnlineSecurity +Male,No,Yes,Yes,65,MultipleLines,DSL,Yes,No,One year,No,Credit card (automatic),72.45,4653.85,Movies,FullSecurity +Male,No,No,No,2,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,74.95,151.75,Nope,Nope +Female,No,No,No,42,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,105.2,4400.75,FullService,FullSecurity +Male,No,Yes,Yes,72,SingleLine,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),111.95,8033.1,FullService,FullSecurity +Male,No,No,No,62,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1253.65,Nope,Nope +Female,No,No,No,6,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.75,552.65,TV,Nope +Male,No,Yes,No,48,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,20.05,1036.0,Nope,Nope +Male,No,No,No,35,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Electronic check,108.95,4025.5,FullService,FullSecurity +Male,No,No,Yes,52,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.65,928.4,Nope,Nope +Female,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,24.9,24.9,Nope,Nope +Male,No,Yes,No,6,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,82.85,460.25,TV,Nope +Female,No,Yes,No,71,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),93.2,6506.15,FullService,FullSecurity +Female,No,Yes,Yes,67,SingleLine,Fiber optic,Yes,No,One year,No,Bank transfer (automatic),84.8,5598.3,Nope,FullSecurity +Male,Yes,No,No,60,MultipleLines,DSL,Yes,No,One year,Yes,Electronic check,71.75,4374.55,Movies,OnlineSecurity +Male,No,Yes,Yes,23,Nope,DSL,No,Yes,Month-to-month,Yes,Bank transfer (automatic),30.35,678.75,Nope,Nope +Male,No,No,Yes,39,Nope,DSL,No,Yes,One year,No,Bank transfer (automatic),54.85,2191.7,FullService,DeviceProtection +Male,No,Yes,Yes,15,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,19.5,239.75,Nope,Nope +Male,Yes,Yes,No,53,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,103.85,5485.5,FullService,DeviceProtection +Male,No,Yes,Yes,24,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,24.2,609.05,Nope,Nope +Female,No,Yes,Yes,37,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.35,683.75,Nope,Nope +Female,No,Yes,Yes,5,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,83.6,404.2,Movies,Nope +Female,Yes,Yes,No,50,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,100.65,5189.75,FullService,Nope +Female,No,No,No,54,SingleLine,Fiber optic,No,No,One year,Yes,Credit card (automatic),94.1,5060.9,FullService,DeviceProtection +Female,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.55,233.65,Nope,OnlineSecurity +Male,No,No,No,68,MultipleLines,Fiber optic,Yes,Yes,One year,No,Electronic check,108.45,7176.55,FullService,DeviceProtection +Male,No,No,No,5,SingleLine,DSL,No,Yes,Month-to-month,No,Electronic check,56.15,291.45,Nope,DeviceProtection +Male,No,No,No,33,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.35,689.75,Nope,Nope +Female,No,No,No,41,MultipleLines,DSL,Yes,No,One year,Yes,Electronic check,80.55,3263.9,FullService,DeviceProtection +Female,No,Yes,Yes,34,Nope,DSL,No,Yes,One year,No,Mailed check,61.25,1993.2,FullService,FullSecurity +Female,No,Yes,Yes,13,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,254.5,Nope,Nope +Female,No,No,No,20,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),18.9,347.65,Nope,Nope +Female,Yes,No,No,51,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,967.9,Nope,Nope +Female,No,Yes,No,3,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),91.5,242.95,Movies,Nope +Female,No,No,Yes,41,SingleLine,DSL,No,No,Month-to-month,No,Bank transfer (automatic),45.2,1841.9,Nope,Nope +Female,No,No,No,13,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.45,232.1,Nope,Nope +Male,No,Yes,Yes,35,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.45,809.25,Nope,Nope +Male,No,Yes,No,12,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Bank transfer (automatic),80.85,866.45,Nope,OnlineSecurity +Male,No,No,No,4,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Mailed check,94.9,360.55,Movies,OnlineSecurity +Female,No,No,No,43,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),49.05,2076.2,FullService,DeviceProtection +Female,Yes,Yes,Yes,12,Nope,DSL,No,Yes,Month-to-month,Yes,Mailed check,29.3,355.9,Nope,Nope +Male,Yes,Yes,No,68,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.3,7299.65,FullService,DeviceProtection +Male,Yes,No,No,25,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,88.95,2291.2,TV,Nope +Female,No,No,No,7,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.25,129.15,Nope,Nope +Male,Yes,Yes,No,66,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,110.85,7491.75,FullService,DeviceProtection +Female,No,Yes,No,53,SingleLine,Fiber optic,Yes,Yes,One year,No,Electronic check,110.5,5835.5,FullService,FullSecurity +Male,Yes,No,No,63,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),109.4,7031.45,FullService,FullSecurity +Female,No,Yes,Yes,70,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.2,7723.9,FullService,FullSecurity +Male,Yes,Yes,No,27,Nope,DSL,No,No,Month-to-month,No,Bank transfer (automatic),36.5,1032.0,Movies,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,70.75,70.75,Nope,Nope +Female,No,No,No,5,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,109.6,Nope,Nope +Female,Yes,Yes,No,37,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.6,727.8,Nope,Nope +Male,No,No,No,3,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,40.15,130.75,TV,DeviceProtection +Female,No,No,Yes,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.6,893.0,Nope,Nope +Female,No,Yes,Yes,38,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.6,763.1,Nope,Nope +Female,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),85.3,781.4,Movies,DeviceProtection +Male,No,Yes,No,13,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,65.85,902.25,Movies,OnlineSecurity +Male,Yes,Yes,No,29,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.45,2653.65,FullService,Nope +Female,No,Yes,Yes,47,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1016.7,Nope,Nope +Male,No,Yes,No,61,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Bank transfer (automatic),99.4,5943.65,TV,FullSecurity +Male,No,No,No,16,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,275.7,Nope,Nope +Female,No,Yes,Yes,41,SingleLine,DSL,Yes,Yes,Two year,No,Electronic check,78.45,3126.45,FullService,OnlineSecurity +Female,No,No,Yes,43,MultipleLines,No,No internet service,No internet service,Two year,Yes,Electronic check,25.1,1070.15,Nope,Nope +Female,No,Yes,Yes,36,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),97.35,3457.9,TV,DeviceProtection +Female,No,No,No,6,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,55.0,340.4,Movies,Nope +Female,No,No,No,58,MultipleLines,DSL,Yes,Yes,One year,Yes,Credit card (automatic),71.1,4299.2,Nope,FullSecurity +Male,No,No,No,19,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),61.55,1093.2,TV,Nope +Male,No,Yes,No,11,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),45.9,521.9,Nope,Nope +Female,No,No,No,39,Nope,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),40.3,1630.4,Nope,OnlineSecurity +Female,Yes,No,No,8,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,87.1,713.6,TV,Nope +Female,No,No,Yes,26,MultipleLines,DSL,No,No,Month-to-month,Yes,Mailed check,49.5,1265.65,Nope,Nope +Female,Yes,No,No,53,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),73.8,4003.85,Nope,Nope +Female,No,Yes,Yes,70,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,19.2,1401.4,Nope,Nope +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,45.3,45.3,FullService,Nope +Male,No,No,No,59,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.0,1510.5,Nope,Nope +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,94.95,178.1,FullService,DeviceProtection +Male,No,No,No,7,Nope,DSL,No,No,One year,No,Mailed check,35.3,264.8,Nope,FullSecurity +Female,No,No,Yes,12,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.55,480.6,Nope,Nope +Male,No,Yes,Yes,59,SingleLine,DSL,Yes,Yes,One year,No,Credit card (automatic),76.75,4541.9,FullService,DeviceProtection +Male,No,Yes,Yes,61,MultipleLines,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),81.0,4976.15,FullService,DeviceProtection +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,No,No,Two year,Yes,Bank transfer (automatic),105.55,7542.25,FullService,FullSecurity +Female,No,Yes,Yes,13,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,18.8,251.25,Nope,Nope +Female,No,Yes,Yes,64,MultipleLines,No,No internet service,No internet service,One year,No,Mailed check,24.9,1595.5,Nope,Nope +Male,No,Yes,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,23.45,23.45,Nope,Nope +Female,No,No,No,10,SingleLine,DSL,Yes,Yes,One year,No,Mailed check,64.9,685.55,Movies,Nope +Female,No,Yes,Yes,65,SingleLine,DSL,Yes,No,One year,No,Bank transfer (automatic),61.35,3874.1,Nope,FullSecurity +Female,No,Yes,No,62,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Mailed check,113.95,6891.4,FullService,FullSecurity +Female,No,Yes,No,55,MultipleLines,DSL,Yes,Yes,One year,Yes,Electronic check,90.15,4916.95,FullService,FullSecurity +Female,No,Yes,No,25,MultipleLines,DSL,Yes,No,Month-to-month,No,Electronic check,54.1,1373.0,Nope,Nope +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,No,Mailed check,29.7,29.7,Nope,OnlineSecurity +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),49.8,49.8,Nope,OnlineSecurity +Female,No,Yes,No,59,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,101.1,6039.9,FullService,Nope +Male,Yes,Yes,Yes,64,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.4,1548.65,Nope,Nope +Male,No,Yes,No,36,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),95.0,3440.25,FullService,Nope +Female,No,No,No,3,MultipleLines,DSL,No,No,Month-to-month,Yes,Mailed check,50.65,151.3,Nope,Nope +Male,No,Yes,No,61,MultipleLines,DSL,No,No,Two year,Yes,Mailed check,69.9,4226.7,Movies,FullSecurity +Male,No,No,Yes,26,Nope,DSL,Yes,No,One year,Yes,Bank transfer (automatic),39.95,1023.75,TV,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,55.4,55.4,Movies,Nope +Female,Yes,Yes,No,1,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,90.6,90.6,TV,Nope +Male,No,Yes,Yes,68,SingleLine,Fiber optic,Yes,No,Two year,Yes,Credit card (automatic),103.25,7074.4,FullService,FullSecurity +Male,Yes,Yes,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,86.85,156.35,TV,Nope +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),94.25,6849.75,Nope,FullSecurity +Female,No,Yes,No,71,Nope,DSL,No,Yes,Two year,Yes,Electronic check,47.05,3263.6,Movies,DeviceProtection +Male,No,No,No,57,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1252.85,Nope,Nope +Male,No,No,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,67.55,Nope,Nope +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.2,70.2,Nope,Nope +Male,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),81.0,5750.0,Movies,FullSecurity +Male,No,Yes,Yes,21,MultipleLines,DSL,No,No,One year,Yes,Bank transfer (automatic),75.9,1549.75,FullService,OnlineSecurity +Female,No,Yes,Yes,71,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.7,1810.55,Nope,Nope +Female,Yes,Yes,No,29,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),99.05,2952.85,FullService,DeviceProtection +Female,Yes,No,No,69,MultipleLines,Fiber optic,No,Yes,Two year,No,Credit card (automatic),110.25,7467.55,FullService,FullSecurity +Female,No,Yes,No,64,MultipleLines,DSL,No,Yes,Two year,Yes,Credit card (automatic),85.0,5484.4,FullService,FullSecurity +Male,No,No,No,16,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.75,294.9,Nope,Nope +Female,No,No,No,4,MultipleLines,No,No internet service,No internet service,One year,No,Electronic check,23.9,97.5,Nope,Nope +Female,No,No,No,52,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),111.25,5916.45,FullService,OnlineSecurity +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,55.1,113.35,Nope,FullSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,19.95,Nope,Nope +Male,No,No,No,18,Nope,DSL,No,No,Month-to-month,No,Mailed check,25.15,476.8,Nope,Nope +Female,No,No,No,2,MultipleLines,DSL,Yes,No,Month-to-month,No,Mailed check,54.15,101.65,Nope,Nope +Female,No,Yes,No,19,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,59.8,1130.85,Movies,Nope +Female,No,No,No,40,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),83.85,3532.25,Movies,Nope +Female,Yes,Yes,Yes,66,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,104.9,6891.45,FullService,DeviceProtection +Male,No,No,No,21,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,75.3,1570.7,Nope,Nope +Male,No,No,No,8,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,66.65,520.95,TV,Nope +Female,No,Yes,Yes,72,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),109.5,7854.9,FullService,FullSecurity +Female,No,No,No,48,MultipleLines,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),73.85,3581.4,TV,DeviceProtection +Male,No,No,No,69,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.3,1447.9,Nope,Nope +Male,No,No,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,118.2,8547.15,FullService,FullSecurity +Female,No,No,No,14,SingleLine,DSL,Yes,No,One year,No,Credit card (automatic),51.45,727.85,Nope,Nope +Male,No,No,No,6,SingleLine,DSL,Yes,No,Month-to-month,No,Electronic check,59.45,357.6,TV,Nope +Female,No,Yes,Yes,8,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.5,159.35,Nope,Nope +Female,No,No,No,17,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.55,280.85,Nope,Nope +Male,No,No,No,65,MultipleLines,Fiber optic,No,Yes,One year,No,Electronic check,93.55,6069.25,Movies,OnlineSecurity +Female,No,Yes,Yes,57,SingleLine,DSL,No,Yes,One year,Yes,Mailed check,59.3,3274.35,Nope,FullSecurity +Male,No,Yes,No,13,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),102.25,1359.0,FullService,DeviceProtection +Male,Yes,No,No,19,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),95.9,1777.9,FullService,DeviceProtection +Female,No,Yes,No,56,MultipleLines,Fiber optic,Yes,No,One year,No,Bank transfer (automatic),109.8,6109.65,FullService,FullSecurity +Female,No,Yes,No,14,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.1,1122.4,Movies,Nope +Male,No,Yes,No,52,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,39.9,2020.9,Movies,OnlineSecurity +Female,No,No,No,58,SingleLine,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),64.9,3795.45,Nope,FullSecurity +Female,Yes,No,No,47,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,95.05,4504.55,TV,Nope +Female,No,No,No,67,Nope,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),53.4,3579.15,FullService,DeviceProtection +Male,No,No,No,2,Nope,DSL,No,No,Month-to-month,Yes,Credit card (automatic),24.9,49.7,Nope,Nope +Male,Yes,No,No,6,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),44.7,276.5,Nope,Nope +Male,No,Yes,Yes,71,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.0,8175.9,FullService,FullSecurity +Female,No,Yes,Yes,46,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.25,890.35,Nope,Nope +Female,No,No,No,5,SingleLine,DSL,No,Yes,Month-to-month,No,Credit card (automatic),53.85,259.8,Nope,OnlineSecurity +Male,Yes,Yes,No,67,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),83.85,5588.8,Nope,OnlineSecurity +Male,No,No,Yes,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.2,50.6,Nope,Nope +Female,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,58.0,Nope,Nope +Male,Yes,Yes,No,52,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,104.2,5568.35,FullService,FullSecurity +Female,No,Yes,No,42,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,50.25,2203.65,Nope,Nope +Male,No,Yes,Yes,50,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,20.35,938.95,Nope,Nope +Male,Yes,Yes,No,23,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,90.0,2024.1,Movies,OnlineSecurity +Female,No,Yes,Yes,67,Nope,DSL,Yes,Yes,Two year,No,Credit card (automatic),54.2,3623.95,TV,FullSecurity +Female,No,No,No,25,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.5,2369.05,FullService,DeviceProtection +Female,Yes,Yes,No,39,SingleLine,Fiber optic,Yes,No,One year,No,Mailed check,99.1,3877.95,FullService,OnlineSecurity +Female,No,No,No,69,MultipleLines,DSL,Yes,Yes,Two year,Yes,Mailed check,66.9,4577.9,Nope,OnlineSecurity +Female,No,No,No,1,Nope,DSL,No,No,One year,No,Mailed check,25.85,25.85,Nope,Nope +Male,No,No,No,32,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,91.05,2871.5,FullService,Nope +Female,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,71.0,672.55,Nope,Nope +Female,No,No,No,16,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),93.2,1573.7,Movies,DeviceProtection +Male,No,Yes,Yes,60,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.95,1270.55,Nope,Nope +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.2,7711.45,FullService,DeviceProtection +Male,No,Yes,No,5,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,126.05,Nope,Nope +Female,Yes,No,No,26,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),85.8,2193.65,TV,OnlineSecurity +Male,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,64.55,Nope,Nope +Male,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.65,31.2,Nope,Nope +Female,No,No,Yes,2,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,38.25,Nope,Nope +Female,No,No,No,36,MultipleLines,DSL,No,Yes,One year,Yes,Credit card (automatic),89.65,3348.1,FullService,FullSecurity +Male,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,74.35,533.6,Nope,OnlineSecurity +Female,Yes,Yes,No,60,Nope,DSL,Yes,No,Two year,Yes,Credit card (automatic),49.45,2907.55,FullService,Nope +Female,No,Yes,No,19,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.1,1620.8,Movies,Nope +Male,Yes,Yes,No,45,MultipleLines,DSL,No,Yes,Two year,No,Credit card (automatic),75.15,3480.35,Movies,FullSecurity +Male,Yes,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.65,293.85,Nope,Nope +Female,No,Yes,Yes,31,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,104.2,3243.45,FullService,DeviceProtection +Male,No,Yes,Yes,47,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,90.05,4137.2,Movies,FullSecurity +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.25,79.25,Movies,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),44.9,44.9,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.4,19.4,Nope,Nope +Female,Yes,Yes,Yes,59,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),88.75,5348.65,Movies,DeviceProtection +Male,No,Yes,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.1,659.65,Nope,Nope +Male,Yes,No,No,35,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),91.0,3180.5,Movies,OnlineSecurity +Male,No,No,No,4,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,29.65,118.5,Nope,DeviceProtection +Male,No,Yes,Yes,32,SingleLine,Fiber optic,Yes,No,One year,Yes,Electronic check,90.8,3023.85,Movies,OnlineSecurity +Male,No,No,No,43,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,77.85,3365.85,Nope,Nope +Male,No,No,No,4,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,54.3,195.3,Movies,Nope +Female,Yes,Yes,No,54,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,18.95,1031.1,Nope,Nope +Female,Yes,No,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),95.15,997.65,FullService,Nope +Female,Yes,No,No,66,MultipleLines,Fiber optic,No,No,Two year,Yes,Bank transfer (automatic),102.4,6471.85,FullService,OnlineSecurity +Male,No,Yes,Yes,61,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,99.9,6241.35,FullService,DeviceProtection +Male,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),88.7,6501.35,FullService,FullSecurity +Male,No,Yes,Yes,44,Nope,DSL,No,Yes,One year,Yes,Electronic check,54.3,2317.1,FullService,DeviceProtection +Male,No,No,No,41,MultipleLines,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),55.7,2237.55,Nope,DeviceProtection +Male,No,Yes,No,50,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,103.95,5231.3,FullService,FullSecurity +Male,No,Yes,No,47,MultipleLines,Fiber optic,No,Yes,One year,Yes,Credit card (automatic),110.85,5275.8,FullService,FullSecurity +Male,No,Yes,Yes,8,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.15,165.5,Nope,Nope +Male,No,No,No,18,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,358.5,Nope,Nope +Male,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),91.95,6614.9,FullService,FullSecurity +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,80.5,80.5,Movies,Nope +Female,Yes,No,No,42,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,55.65,2421.75,Nope,DeviceProtection +Female,Yes,No,No,18,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,74.7,1294.6,Nope,Nope +Female,No,No,Yes,13,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),104.15,1299.1,FullService,DeviceProtection +Female,No,Yes,Yes,68,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),83.65,5733.4,Nope,Nope +Male,No,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),72.2,305.55,Nope,Nope +Male,No,No,No,69,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Credit card (automatic),110.05,7430.75,FullService,FullSecurity +Male,No,No,No,17,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,51.5,900.5,Nope,Nope +Male,No,Yes,Yes,25,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.5,630.6,Nope,Nope +Male,Yes,No,No,43,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,89.55,3856.75,FullService,Nope +Female,No,Yes,Yes,59,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,1222.65,Nope,Nope +Female,Yes,No,No,5,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,80.7,374.8,Nope,OnlineSecurity +Male,No,Yes,Yes,21,MultipleLines,DSL,Yes,Yes,One year,No,Mailed check,77.5,1625.0,TV,OnlineSecurity +Female,No,Yes,Yes,69,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),105.1,7234.8,TV,FullSecurity +Male,No,No,No,13,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),25.15,331.85,Nope,Nope +Male,No,Yes,No,42,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),95.25,3959.35,TV,DeviceProtection +Male,No,Yes,No,52,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.65,5088.4,Movies,Nope +Male,Yes,No,No,46,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,85.0,3969.4,Movies,OnlineSecurity +Male,No,Yes,No,61,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.8,4860.85,Movies,FullSecurity +Male,No,No,No,29,Nope,DSL,No,No,One year,Yes,Mailed check,24.85,788.05,Nope,Nope +Female,No,No,Yes,25,SingleLine,DSL,Yes,Yes,One year,Yes,Credit card (automatic),54.75,1266.35,Nope,Nope +Female,No,Yes,Yes,5,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,85.75,470.95,TV,Nope +Male,No,No,No,15,Nope,DSL,No,No,One year,No,Electronic check,50.75,688.2,FullService,DeviceProtection +Female,No,Yes,Yes,19,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.15,387.7,Nope,Nope +Male,No,No,No,44,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.05,845.25,Nope,Nope +Female,Yes,No,No,6,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,98.25,560.6,FullService,Nope +Male,No,Yes,Yes,58,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),71.6,4230.25,Nope,FullSecurity +Male,No,Yes,Yes,62,SingleLine,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),81.45,4983.05,Nope,OnlineSecurity +Female,No,Yes,Yes,70,Nope,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),58.4,4113.15,FullService,DeviceProtection +Female,Yes,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,25.7,25.7,Nope,Nope +Male,No,Yes,Yes,10,Nope,DSL,Yes,Yes,Two year,No,Credit card (automatic),53.7,521.0,Movies,FullSecurity +Male,No,No,No,26,SingleLine,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.6,471.85,Nope,Nope +Male,No,No,No,66,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Credit card (automatic),89.4,5976.9,Movies,Nope +Female,No,Yes,Yes,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.0,506.9,Nope,Nope +Male,No,Yes,Yes,51,MultipleLines,Fiber optic,Yes,Yes,One year,No,Bank transfer (automatic),84.2,4299.75,Nope,Nope +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),106.1,7548.6,TV,FullSecurity +Male,No,No,No,65,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.75,1654.75,Nope,Nope +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Bank transfer (automatic),46.05,80.35,Nope,Nope +Male,No,No,Yes,70,MultipleLines,DSL,Yes,Yes,One year,No,Bank transfer (automatic),64.95,4551.5,Nope,OnlineSecurity +Male,No,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),85.45,6227.5,FullService,DeviceProtection +Female,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,Nope,Nope +Female,Yes,Yes,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,76.4,76.4,Nope,Nope +Female,No,No,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.5,514.0,FullService,DeviceProtection +Male,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.7,57.5,Nope,Nope +Male,No,No,No,58,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,1474.35,Nope,Nope +Male,Yes,Yes,Yes,22,Nope,DSL,No,No,Month-to-month,No,Mailed check,40.05,880.2,Movies,OnlineSecurity +Male,Yes,Yes,No,33,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),100.6,3270.25,FullService,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,69.95,69.95,Nope,Nope +Male,Yes,Yes,No,54,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),74.0,3919.15,Nope,Nope +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Electronic check,99.4,7285.7,FullService,Nope +Male,No,No,Yes,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.3,93.3,FullService,Nope +Male,No,No,No,3,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,49.15,169.05,Nope,DeviceProtection +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),107.45,7658.3,Movies,FullSecurity +Female,No,Yes,Yes,72,MultipleLines,DSL,Yes,No,Two year,Yes,Credit card (automatic),83.6,5959.3,FullService,FullSecurity +Male,Yes,Yes,No,54,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),99.05,5295.7,FullService,DeviceProtection +Female,No,Yes,No,59,MultipleLines,DSL,Yes,Yes,One year,Yes,Electronic check,80.1,4693.2,FullService,Nope +Male,No,No,No,54,SingleLine,DSL,Yes,No,Two year,Yes,Bank transfer (automatic),65.3,3512.9,TV,OnlineSecurity +Male,No,No,No,60,MultipleLines,Fiber optic,No,No,Two year,Yes,Electronic check,89.55,5231.2,TV,DeviceProtection +Female,No,Yes,No,60,Nope,DSL,Yes,Yes,Two year,No,Credit card (automatic),60.8,3603.45,FullService,DeviceProtection +Male,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,74.5,217.45,Nope,Nope +Female,No,Yes,No,69,MultipleLines,Fiber optic,No,No,Two year,No,Bank transfer (automatic),99.15,6875.35,FullService,OnlineSecurity +Female,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.25,19.25,Nope,Nope +Male,No,Yes,Yes,50,Nope,DSL,No,No,Month-to-month,Yes,Credit card (automatic),39.45,2021.35,TV,OnlineSecurity +Female,No,No,No,56,Nope,DSL,No,No,Month-to-month,Yes,Credit card (automatic),44.85,2564.95,FullService,Nope +Female,No,Yes,No,60,SingleLine,Fiber optic,No,Yes,Two year,Yes,Electronic check,97.2,5611.75,FullService,OnlineSecurity +Male,Yes,Yes,No,69,MultipleLines,Fiber optic,No,Yes,One year,Yes,Mailed check,110.55,7610.1,FullService,FullSecurity +Female,No,No,No,1,Nope,DSL,No,No,Month-to-month,No,Mailed check,35.05,35.05,Movies,Nope +Female,Yes,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,73.0,73.0,Nope,Nope +Female,No,Yes,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,45.75,Nope,Nope +Male,No,Yes,Yes,60,SingleLine,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),76.95,4543.95,FullService,Nope +Female,No,No,No,13,Nope,DSL,No,Yes,Two year,No,Mailed check,35.4,450.4,Nope,DeviceProtection +Male,No,Yes,Yes,62,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.45,1297.35,Nope,Nope +Female,No,No,No,45,MultipleLines,Fiber optic,Yes,No,One year,No,Bank transfer (automatic),96.75,4442.75,Movies,OnlineSecurity +Female,No,No,No,25,Nope,DSL,No,Yes,One year,No,Electronic check,54.2,1423.15,FullService,DeviceProtection +Male,No,No,No,44,SingleLine,Fiber optic,No,Yes,Two year,No,Bank transfer (automatic),100.1,4378.35,FullService,DeviceProtection +Female,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.25,74.2,Nope,Nope +Male,Yes,No,No,33,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),83.85,2716.3,Nope,DeviceProtection +Female,No,No,No,22,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.85,450.65,Nope,Nope +Female,No,No,No,35,Nope,DSL,No,Yes,Month-to-month,Yes,Mailed check,33.45,1175.85,Nope,DeviceProtection +Female,No,Yes,Yes,29,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.2,558.8,Nope,Nope +Male,Yes,Yes,No,27,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,85.9,2220.1,Nope,FullSecurity +Male,No,No,Yes,54,SingleLine,DSL,Yes,Yes,One year,Yes,Electronic check,61.0,3283.05,Nope,DeviceProtection +Female,Yes,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.65,142.35,Nope,Nope +Male,No,No,No,57,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,86.9,4939.25,TV,Nope +Male,No,No,No,62,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),69.4,4237.5,Nope,FullSecurity +Female,No,Yes,Yes,15,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),20.35,335.95,Nope,Nope +Male,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,33.2,Nope,Nope +Female,No,Yes,No,70,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Bank transfer (automatic),104.3,7188.5,FullService,DeviceProtection +Female,No,Yes,Yes,21,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.95,926.25,Nope,Nope +Female,No,No,Yes,23,SingleLine,DSL,No,Yes,One year,Yes,Electronic check,49.45,1119.35,Nope,Nope +Male,No,No,No,6,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.6,116.6,Nope,Nope +Male,No,Yes,Yes,4,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,68.8,Nope,Nope +Female,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),99.0,287.4,FullService,FullSecurity +Female,No,No,No,23,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.5,2341.55,FullService,Nope +Male,No,No,No,26,Nope,DSL,No,Yes,One year,No,Credit card (automatic),54.55,1362.85,FullService,OnlineSecurity +Female,No,No,Yes,8,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,163.6,Nope,Nope +Male,No,No,No,26,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,83.95,2254.2,Movies,Nope +Male,No,No,No,2,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.45,145.15,Nope,Nope +Male,No,No,No,67,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),116.2,7752.3,FullService,FullSecurity +Female,No,Yes,No,71,MultipleLines,Fiber optic,No,No,Two year,Yes,Bank transfer (automatic),93.7,6585.35,FullService,Nope +Female,No,No,No,59,MultipleLines,DSL,Yes,Yes,One year,No,Credit card (automatic),79.85,4786.1,Movies,FullSecurity +Male,No,Yes,Yes,39,MultipleLines,Fiber optic,No,No,One year,No,Electronic check,100.0,3835.55,FullService,DeviceProtection +Male,No,No,Yes,21,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.6,397.0,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,19.7,Nope,Nope +Female,No,Yes,Yes,48,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1027.25,Nope,Nope +Female,Yes,Yes,No,31,Nope,DSL,Yes,No,One year,Yes,Credit card (automatic),50.4,1580.1,Movies,FullSecurity +Female,No,Yes,Yes,64,MultipleLines,Fiber optic,Yes,Yes,One year,No,Electronic check,113.35,7222.75,FullService,FullSecurity +Male,No,Yes,Yes,46,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.0,3769.7,Nope,Nope +Female,No,No,No,52,MultipleLines,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),80.95,4233.95,FullService,DeviceProtection +Female,No,Yes,Yes,67,MultipleLines,No,No internet service,No internet service,Two year,Yes,Mailed check,24.9,1680.25,Nope,Nope +Female,Yes,No,No,67,MultipleLines,DSL,Yes,No,Month-to-month,No,Electronic check,54.9,3725.5,Nope,Nope +Female,No,No,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,75.55,413.65,Nope,Nope +Female,No,Yes,No,71,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Electronic check,109.25,7707.7,FullService,DeviceProtection +Female,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),77.65,714.15,TV,Nope +Female,Yes,No,No,26,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,95.0,2497.2,Movies,OnlineSecurity +Male,No,No,No,71,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),116.3,8309.55,FullService,FullSecurity +Female,No,No,No,32,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.9,601.55,Nope,Nope +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.35,139.25,Nope,Nope +Female,No,Yes,No,71,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.6,1888.25,Nope,Nope +Female,No,No,No,60,Nope,DSL,No,No,One year,Yes,Electronic check,44.45,2773.9,Movies,FullSecurity +Female,Yes,No,No,55,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,100.15,5409.75,FullService,DeviceProtection +Male,No,No,No,54,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),105.4,5643.4,FullService,OnlineSecurity +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.85,197.7,FullService,DeviceProtection +Female,No,No,No,6,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,73.85,401.3,Nope,Nope +Female,No,Yes,Yes,48,SingleLine,DSL,Yes,No,Two year,Yes,Credit card (automatic),70.1,3238.4,Movies,FullSecurity +Male,No,Yes,Yes,63,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.25,1573.05,Nope,Nope +Male,No,No,No,1,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.15,79.15,Nope,Nope +Male,No,No,Yes,12,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.05,235.8,Nope,Nope +Male,Yes,Yes,No,54,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),24.95,1364.75,Nope,Nope +Female,No,Yes,Yes,30,SingleLine,DSL,No,Yes,One year,Yes,Electronic check,64.5,1985.15,TV,DeviceProtection +Female,No,Yes,No,30,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.65,655.85,Nope,Nope +Female,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.0,303.15,TV,Nope +Female,No,No,No,40,MultipleLines,Fiber optic,No,Yes,One year,Yes,Credit card (automatic),105.95,4335.2,FullService,DeviceProtection +Female,No,Yes,Yes,9,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,75.85,647.5,Nope,Nope +Female,No,Yes,Yes,17,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Electronic check,91.85,1574.45,TV,OnlineSecurity +Female,No,No,No,62,Nope,DSL,Yes,No,Two year,Yes,Credit card (automatic),43.6,2748.7,Movies,DeviceProtection +Male,No,No,No,28,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),91.25,2483.65,TV,Nope +Female,No,No,No,70,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),89.75,6367.2,FullService,FullSecurity +Female,No,No,No,46,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.4,4904.2,FullService,DeviceProtection +Female,No,Yes,No,23,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,90.15,2044.95,Movies,DeviceProtection +Male,No,Yes,Yes,47,Nope,DSL,No,Yes,One year,No,Electronic check,40.3,1794.8,Nope,FullSecurity +Male,No,Yes,Yes,68,SingleLine,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),105.25,7173.15,FullService,FullSecurity +Female,Yes,No,No,60,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,106.0,6441.4,FullService,DeviceProtection +Female,No,No,Yes,67,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,104.0,7039.05,FullService,Nope +Female,No,No,No,14,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,69.65,921.4,FullService,Nope +Male,No,Yes,Yes,57,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.3,4018.35,Nope,Nope +Female,No,Yes,Yes,55,MultipleLines,Fiber optic,No,No,One year,No,Mailed check,100.9,5448.6,FullService,OnlineSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,Nope,Nope +Male,No,No,Yes,1,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,49.9,49.9,Nope,Nope +Male,No,No,No,23,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),96.9,2085.45,TV,DeviceProtection +Female,No,No,No,13,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.35,1358.85,FullService,OnlineSecurity +Male,No,Yes,No,47,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.1,5135.15,FullService,DeviceProtection +Male,No,No,No,38,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.1,730.1,Nope,Nope +Female,Yes,Yes,No,38,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.95,2869.85,Nope,Nope +Female,Yes,No,No,2,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),56.55,118.25,Nope,Nope +Male,Yes,Yes,Yes,1,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),49.25,49.25,Nope,Nope +Male,No,Yes,No,15,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),68.6,1108.6,Nope,Nope +Female,No,No,No,26,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),69.05,1815.65,Nope,Nope +Female,No,Yes,Yes,35,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,730.4,Nope,Nope +Male,No,No,Yes,3,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,75.45,Nope,Nope +Male,No,Yes,Yes,50,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,No,Electronic check,103.7,5071.05,FullService,Nope +Male,No,Yes,No,42,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.4,4014.6,Movies,FullSecurity +Male,No,Yes,No,10,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),54.95,568.85,Nope,OnlineSecurity +Female,No,Yes,No,61,SingleLine,Fiber optic,Yes,Yes,One year,No,Bank transfer (automatic),93.7,5860.7,Movies,OnlineSecurity +Female,No,No,No,68,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),110.25,7279.35,FullService,OnlineSecurity +Male,No,No,No,10,SingleLine,Fiber optic,No,No,One year,Yes,Electronic check,98.9,1064.95,FullService,FullSecurity +Male,No,Yes,No,65,MultipleLines,Fiber optic,Yes,No,One year,No,Electronic check,89.75,5769.6,Nope,FullSecurity +Female,No,Yes,Yes,72,SingleLine,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),80.45,5886.85,FullService,FullSecurity +Male,No,Yes,Yes,55,SingleLine,Fiber optic,Yes,Yes,Month-to-month,No,Electronic check,79.4,4238.45,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,20.3,Nope,Nope +Female,No,No,No,7,SingleLine,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),62.8,418.3,Movies,DeviceProtection +Female,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,74.9,136.05,Nope,Nope +Female,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.85,708.2,Nope,OnlineSecurity +Male,No,No,Yes,27,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.85,788.55,Nope,Nope +Male,Yes,Yes,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,101.95,700.85,FullService,DeviceProtection +Female,No,Yes,No,64,SingleLine,DSL,Yes,Yes,Two year,Yes,Mailed check,68.3,4378.8,Movies,DeviceProtection +Male,No,No,No,70,Nope,DSL,No,Yes,Two year,No,Bank transfer (automatic),48.4,3442.8,Movies,FullSecurity +Male,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.0,181.7,FullService,Nope +Male,Yes,No,No,67,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,105.05,7171.7,FullService,OnlineSecurity +Female,No,No,No,45,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),89.3,4016.85,TV,Nope +Female,No,No,No,24,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,553.0,Nope,Nope +Male,No,Yes,Yes,4,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,96.85,Nope,Nope +Male,No,Yes,Yes,44,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),92.95,4122.9,FullService,DeviceProtection +Female,No,Yes,Yes,72,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,20.7,1482.3,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),74.3,74.3,Nope,Nope +Male,No,No,No,66,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1240.8,Nope,Nope +Male,No,No,No,1,Nope,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,44.65,44.65,Movies,Nope +Male,No,Yes,Yes,13,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,84.05,1095.3,Movies,OnlineSecurity +Male,No,No,No,10,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.7,788.8,Nope,Nope +Male,Yes,Yes,No,65,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.35,6578.55,FullService,DeviceProtection +Male,No,No,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,Nope,Nope +Male,No,Yes,Yes,38,SingleLine,DSL,Yes,Yes,One year,No,Electronic check,74.05,2802.3,TV,FullSecurity +Male,No,No,Yes,23,Nope,DSL,No,Yes,Two year,No,Mailed check,40.1,857.75,Nope,FullSecurity +Female,No,Yes,No,10,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.1,184.4,Nope,Nope +Male,No,No,Yes,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.7,364.55,FullService,Nope +Male,No,Yes,Yes,72,MultipleLines,DSL,No,Yes,Two year,Yes,Credit card (automatic),83.55,6093.3,FullService,FullSecurity +Female,No,Yes,No,35,SingleLine,DSL,Yes,Yes,Month-to-month,No,Electronic check,56.85,1861.1,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,Nope,Nope +Female,No,Yes,Yes,58,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,1079.65,Nope,Nope +Male,No,Yes,Yes,70,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Electronic check,106.15,7475.1,FullService,DeviceProtection +Male,No,Yes,Yes,38,MultipleLines,DSL,Yes,No,One year,No,Credit card (automatic),78.95,2862.55,FullService,DeviceProtection +Female,No,Yes,Yes,60,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,49.75,3069.45,FullService,Nope +Male,No,No,No,26,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),92.4,2349.8,TV,OnlineSecurity +Female,No,No,No,8,SingleLine,DSL,Yes,Yes,One year,No,Bank transfer (automatic),58.2,469.25,Nope,OnlineSecurity +Male,No,Yes,Yes,41,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,102.6,4213.35,FullService,DeviceProtection +Female,Yes,Yes,No,36,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),91.95,3301.05,TV,Nope +Male,Yes,No,No,54,SingleLine,DSL,No,Yes,One year,No,Bank transfer (automatic),65.25,3529.95,Movies,DeviceProtection +Male,No,Yes,Yes,71,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),106.0,7723.7,FullService,DeviceProtection +Female,No,No,No,55,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.1,4144.9,Nope,Nope +Female,No,No,No,72,MultipleLines,DSL,Yes,No,Two year,No,Bank transfer (automatic),59.75,4265.0,Nope,OnlineSecurity +Female,No,No,Yes,3,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,55.1,154.65,Nope,OnlineSecurity +Female,No,Yes,Yes,54,MultipleLines,DSL,Yes,No,Two year,Yes,Bank transfer (automatic),59.8,3246.45,Nope,DeviceProtection +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.6,8337.45,FullService,FullSecurity +Male,No,No,No,52,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Electronic check,109.3,5731.4,FullService,FullSecurity +Female,Yes,No,No,60,MultipleLines,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),101.4,6176.6,FullService,OnlineSecurity +Female,No,No,No,39,Nope,DSL,No,No,Month-to-month,Yes,Credit card (automatic),50.65,1905.4,FullService,DeviceProtection +Female,No,No,No,15,SingleLine,DSL,No,No,One year,No,Mailed check,56.15,931.9,TV,Nope +Male,No,No,No,69,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Bank transfer (automatic),106.5,7348.8,FullService,DeviceProtection +Male,No,Yes,Yes,43,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,19.2,776.25,Nope,Nope +Female,Yes,No,No,63,MultipleLines,DSL,Yes,Yes,One year,No,Bank transfer (automatic),83.0,5243.05,TV,FullSecurity +Male,Yes,Yes,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.1,141.65,Nope,Nope +Female,No,Yes,Yes,72,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.3,7679.65,FullService,FullSecurity +Female,No,Yes,Yes,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),91.05,2954.5,Movies,DeviceProtection +Male,No,Yes,Yes,40,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,1006.9,Nope,Nope +Female,No,Yes,No,58,Nope,DSL,Yes,No,One year,Yes,Electronic check,45.35,2540.1,TV,OnlineSecurity +Male,No,No,No,67,Nope,DSL,No,Yes,Two year,No,Electronic check,43.9,3097.2,TV,OnlineSecurity +Female,Yes,Yes,No,51,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,77.5,3807.35,Nope,OnlineSecurity +Male,No,Yes,No,31,MultipleLines,DSL,No,Yes,One year,Yes,Mailed check,79.3,2484.0,FullService,DeviceProtection +Male,Yes,Yes,No,69,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),84.9,5785.65,Nope,OnlineSecurity +Male,No,Yes,No,32,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,79.25,2619.15,Nope,Nope +Female,No,No,No,21,SingleLine,DSL,Yes,Yes,Two year,No,Credit card (automatic),71.05,1524.85,TV,OnlineSecurity +Male,No,No,No,52,SingleLine,DSL,No,No,One year,No,Electronic check,53.75,2790.65,Nope,FullSecurity +Female,No,Yes,Yes,72,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),24.25,1784.5,Nope,Nope +Female,No,Yes,No,72,Nope,DSL,Yes,No,Two year,Yes,Electronic check,54.2,3937.45,FullService,DeviceProtection +Male,No,Yes,Yes,52,Nope,DSL,No,No,One year,No,Bank transfer (automatic),44.25,2276.1,Movies,FullSecurity +Female,No,No,No,41,SingleLine,DSL,No,Yes,One year,No,Bank transfer (automatic),50.05,2029.05,Nope,Nope +Male,No,No,No,41,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.15,802.35,Nope,Nope +Female,No,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.25,418.4,Nope,Nope +Male,No,Yes,Yes,67,MultipleLines,DSL,Yes,Yes,One year,Yes,Credit card (automatic),69.35,4653.25,Nope,FullSecurity +Female,No,Yes,Yes,16,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,275.9,Nope,Nope +Male,No,No,No,17,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.15,343.45,Nope,Nope +Male,No,Yes,No,35,SingleLine,DSL,Yes,No,Month-to-month,No,Mailed check,61.0,2130.45,Nope,FullSecurity +Female,No,Yes,Yes,58,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1191.4,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,50.5,50.5,Nope,DeviceProtection +Male,No,Yes,Yes,52,Nope,DSL,Yes,Yes,Two year,No,Mailed check,50.2,2554.0,TV,DeviceProtection +Female,No,No,No,70,SingleLine,DSL,No,Yes,Two year,No,Bank transfer (automatic),79.6,5589.45,FullService,FullSecurity +Female,No,Yes,Yes,19,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.9,467.7,Nope,Nope +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.4,74.4,Nope,Nope +Female,No,Yes,Yes,35,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,106.9,3756.45,FullService,FullSecurity +Female,No,No,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,101.35,3334.9,FullService,DeviceProtection +Female,No,Yes,Yes,17,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),55.35,920.5,Nope,OnlineSecurity +Female,No,Yes,Yes,67,SingleLine,DSL,Yes,No,One year,No,Credit card (automatic),50.55,3431.75,Nope,Nope +Female,No,No,No,9,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,150.35,Nope,Nope +Male,No,No,Yes,31,MultipleLines,DSL,Yes,Yes,One year,Yes,Mailed check,79.45,2587.7,FullService,Nope +Male,No,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,90.65,367.95,TV,OnlineSecurity +Male,Yes,Yes,Yes,58,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),89.85,5125.75,Nope,OnlineSecurity +Male,No,No,No,60,SingleLine,DSL,No,Yes,One year,No,Mailed check,79.0,4801.1,FullService,FullSecurity +Male,No,No,No,58,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,104.65,6219.6,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,Nope,Nope +Female,No,Yes,Yes,27,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.9,550.1,Nope,Nope +Male,Yes,Yes,Yes,66,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,116.25,7862.25,FullService,FullSecurity +Male,No,No,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),87.75,1242.2,TV,OnlineSecurity +Male,Yes,Yes,No,47,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.05,4871.05,FullService,DeviceProtection +Female,No,No,No,41,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),81.3,3190.65,Nope,OnlineSecurity +Male,No,Yes,No,59,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,44.3,2666.75,FullService,Nope +Female,No,No,Yes,50,SingleLine,Fiber optic,No,No,Two year,No,Credit card (automatic),70.35,3533.6,Nope,Nope +Male,No,Yes,Yes,17,Nope,DSL,No,No,One year,No,Credit card (automatic),44.45,792.15,TV,FullSecurity +Male,No,Yes,Yes,6,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,49.15,295.65,Nope,OnlineSecurity +Male,Yes,Yes,No,51,Nope,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),29.45,1459.35,Nope,Nope +Male,No,No,No,44,SingleLine,Fiber optic,Yes,Yes,Month-to-month,No,Electronic check,100.55,4398.15,FullService,Nope +Male,No,Yes,No,49,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),85.3,4297.95,TV,Nope +Male,No,No,No,2,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,95.65,167.3,FullService,Nope +Male,No,Yes,No,59,MultipleLines,DSL,No,Yes,One year,Yes,Mailed check,69.1,4096.9,Movies,OnlineSecurity +Male,Yes,No,No,50,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),70.35,3454.6,TV,OnlineSecurity +Female,No,Yes,Yes,59,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.6,1286.0,Nope,Nope +Male,No,No,No,18,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,74.15,1387.0,Nope,Nope +Male,No,No,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,75.05,786.3,Nope,Nope +Male,No,Yes,No,14,SingleLine,DSL,No,No,One year,No,Electronic check,44.6,641.25,Nope,Nope +Male,No,No,No,35,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.45,705.45,Nope,Nope +Male,No,Yes,Yes,8,SingleLine,DSL,No,No,One year,Yes,Mailed check,43.45,345.5,Nope,Nope +Male,No,Yes,Yes,18,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.05,345.9,Nope,Nope +Female,No,Yes,Yes,60,MultipleLines,Fiber optic,Yes,No,One year,No,Bank transfer (automatic),94.15,5811.8,TV,OnlineSecurity +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,94.4,94.4,FullService,DeviceProtection +Female,No,No,No,6,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.55,124.45,Nope,Nope +Female,No,No,Yes,19,MultipleLines,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,75.9,1375.6,TV,OnlineSecurity +Male,No,Yes,Yes,53,MultipleLines,DSL,Yes,Yes,One year,No,Bank transfer (automatic),64.15,3491.55,Nope,OnlineSecurity +Male,Yes,Yes,No,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),109.55,7920.7,FullService,FullSecurity +Female,No,Yes,No,60,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,6640.7,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),55.0,55.0,TV,Nope +Female,No,No,Yes,13,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,53.45,718.1,Nope,DeviceProtection +Female,No,Yes,Yes,5,SingleLine,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),69.95,320.4,Nope,Nope +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,101.45,101.45,FullService,DeviceProtection +Male,No,Yes,Yes,13,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,97.0,1334.45,FullService,DeviceProtection +Male,No,No,No,37,MultipleLines,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),90.6,3358.65,FullService,FullSecurity +Male,No,Yes,No,64,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,73.55,4764.0,Nope,OnlineSecurity +Female,No,Yes,No,5,MultipleLines,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),67.95,350.3,TV,DeviceProtection +Female,No,Yes,No,61,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),94.35,5703.0,Movies,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.5,69.5,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.85,18.85,Nope,Nope +Male,No,No,No,26,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.4,525.55,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.2,69.2,Nope,Nope +Male,No,Yes,No,24,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.75,483.15,Nope,Nope +Male,No,Yes,No,17,Nope,DSL,No,Yes,One year,No,Electronic check,54.6,934.8,FullService,DeviceProtection +Female,No,No,Yes,26,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,29.8,786.5,Nope,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Nope,Nope +Male,Yes,Yes,No,40,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,101.85,4086.3,FullService,OnlineSecurity +Male,No,No,No,52,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,103.05,5364.8,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,82.3,82.3,Nope,DeviceProtection +Female,No,No,No,21,Nope,DSL,No,Yes,Two year,No,Mailed check,35.1,770.4,Nope,OnlineSecurity +Female,No,Yes,No,67,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),105.7,6816.95,FullService,DeviceProtection +Female,No,Yes,Yes,44,SingleLine,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),56.25,2419.55,Nope,OnlineSecurity +Male,No,Yes,Yes,70,Nope,DSL,Yes,Yes,One year,No,Electronic check,60.35,4138.7,FullService,DeviceProtection +Male,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,79.25,267.6,TV,Nope +Male,No,Yes,Yes,56,SingleLine,DSL,Yes,No,Two year,Yes,Bank transfer (automatic),59.8,3457.45,Nope,FullSecurity +Female,No,No,No,13,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.6,1115.2,Movies,Nope +Female,No,Yes,Yes,58,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.4,5435.6,Movies,OnlineSecurity +Female,No,Yes,Yes,42,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.2,4186.3,FullService,Nope +Male,Yes,Yes,No,1,Nope,DSL,No,No,Month-to-month,No,Electronic check,25.05,25.05,Nope,Nope +Female,No,Yes,Yes,46,MultipleLines,Fiber optic,No,Yes,Two year,No,Mailed check,99.65,4630.2,Movies,FullSecurity +Female,No,Yes,Yes,63,SingleLine,DSL,No,No,Two year,Yes,Bank transfer (automatic),50.65,3221.25,Nope,OnlineSecurity +Male,No,No,No,11,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,60.9,688.5,Nope,DeviceProtection +Male,No,Yes,Yes,15,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Bank transfer (automatic),59.65,867.1,Nope,DeviceProtection +Male,No,Yes,No,72,Nope,DSL,Yes,Yes,Two year,Yes,Electronic check,64.7,4746.05,FullService,FullSecurity +Female,No,No,No,29,Nope,DSL,No,No,Month-to-month,Yes,Credit card (automatic),25.1,712.85,Nope,Nope +Male,No,No,Yes,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,48.95,48.95,Nope,DeviceProtection +Female,No,Yes,Yes,6,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,54.85,355.1,TV,Nope +Male,No,Yes,Yes,63,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,91.35,5764.7,Movies,Nope +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.85,167.3,Movies,DeviceProtection +Female,No,Yes,Yes,18,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,25.1,428.45,Nope,Nope +Female,No,Yes,No,43,Nope,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),34.0,1505.35,Nope,OnlineSecurity +Female,No,No,No,15,Nope,DSL,Yes,Yes,One year,No,Mailed check,45.9,693.45,Nope,FullSecurity +Male,No,No,Yes,10,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,95.2,930.4,FullService,Nope +Male,No,Yes,Yes,55,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.5,1177.95,Nope,Nope +Male,No,No,Yes,49,MultipleLines,Fiber optic,No,Yes,One year,Yes,Bank transfer (automatic),100.6,5069.65,FullService,Nope +Male,No,Yes,Yes,6,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,55.3,324.25,Nope,DeviceProtection +Male,No,Yes,Yes,70,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.35,1458.1,Nope,Nope +Male,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,74.85,156.4,Nope,Nope +Male,Yes,Yes,No,63,Nope,DSL,No,Yes,One year,No,Bank transfer (automatic),36.1,2298.9,Nope,OnlineSecurity +Female,No,No,No,25,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),65.8,1679.65,Movies,Nope +Female,Yes,No,No,18,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.35,369.6,Nope,Nope +Male,Yes,Yes,No,28,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,105.8,2998.0,FullService,Nope +Female,Yes,No,No,53,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Mailed check,96.75,5206.55,Movies,OnlineSecurity +Male,No,No,No,35,SingleLine,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),102.35,3626.1,FullService,DeviceProtection +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,No,Mailed check,24.4,24.4,Nope,Nope +Male,No,Yes,No,70,MultipleLines,Fiber optic,Yes,Yes,One year,No,Credit card (automatic),115.65,7968.85,FullService,FullSecurity +Male,No,No,No,2,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,79.85,152.45,Nope,DeviceProtection +Female,No,Yes,No,26,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,73.05,1959.5,FullService,Nope +Female,No,No,No,34,SingleLine,DSL,Yes,No,One year,No,Electronic check,64.35,2053.05,Movies,OnlineSecurity +Female,No,No,Yes,19,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.5,398.55,Nope,Nope +Male,No,No,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,76.0,1130.85,Nope,Nope +Female,No,Yes,Yes,62,SingleLine,DSL,No,No,One year,No,Credit card (automatic),54.75,3425.35,Nope,FullSecurity +Female,Yes,No,No,42,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),104.75,4323.45,FullService,DeviceProtection +Female,No,No,No,9,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,74.65,703.55,FullService,OnlineSecurity +Male,No,No,No,24,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,51.15,1275.7,Nope,OnlineSecurity +Male,Yes,Yes,No,68,Nope,DSL,Yes,No,Two year,Yes,Electronic check,41.95,2965.75,Nope,FullSecurity +Male,No,Yes,Yes,31,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,54.35,1647.0,Nope,DeviceProtection +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,56.25,56.25,Movies,Nope +Male,No,Yes,No,21,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,106.1,2249.95,FullService,DeviceProtection +Female,No,Yes,No,63,SingleLine,Fiber optic,Yes,No,One year,Yes,Electronic check,96.0,6109.75,FullService,Nope +Female,Yes,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),79.75,159.4,Movies,Nope +Female,No,Yes,Yes,61,Nope,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),61.45,3751.15,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,68.65,68.65,Nope,Nope +Male,No,No,No,18,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.65,411.25,Nope,Nope +Female,No,Yes,Yes,6,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.0,105.5,Nope,Nope +Female,No,No,No,33,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.0,3320.6,FullService,Nope +Male,No,No,No,16,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.25,327.45,Nope,Nope +Female,No,Yes,No,56,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,98.7,5669.5,FullService,DeviceProtection +Male,No,No,Yes,23,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.8,465.45,Nope,Nope +Male,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.8,704.3,Nope,DeviceProtection +Female,Yes,Yes,No,14,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.2,1369.8,FullService,Nope +Male,No,Yes,Yes,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,1107.25,Nope,Nope +Male,No,No,No,5,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.05,95.55,Nope,Nope +Male,No,Yes,No,61,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,106.2,6375.2,FullService,OnlineSecurity +Male,No,Yes,Yes,70,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),116.55,8152.3,FullService,FullSecurity +Male,No,No,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.7,1566.75,FullService,OnlineSecurity +Male,No,Yes,Yes,8,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.7,130.25,Nope,Nope +Female,No,Yes,Yes,8,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.5,162.15,Nope,Nope +Female,No,No,No,4,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,29.15,110.05,Nope,OnlineSecurity +Female,No,No,No,34,SingleLine,DSL,Yes,No,One year,No,Mailed check,55.0,1885.15,Nope,OnlineSecurity +Male,No,Yes,No,68,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),90.8,6302.85,FullService,FullSecurity +Female,No,Yes,Yes,45,Nope,DSL,Yes,Yes,One year,No,Bank transfer (automatic),51.0,2264.5,Movies,DeviceProtection +Female,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.1,816.8,TV,DeviceProtection +Female,No,No,No,22,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Mailed check,59.05,1253.5,Nope,OnlineSecurity +Female,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,41.2,Nope,Nope +Male,No,Yes,No,70,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),72.95,5265.55,TV,DeviceProtection +Female,No,No,Yes,10,MultipleLines,DSL,No,Yes,One year,No,Credit card (automatic),73.55,693.3,Movies,FullSecurity +Male,No,No,No,72,MultipleLines,DSL,No,Yes,Two year,No,Credit card (automatic),84.3,5997.1,FullService,FullSecurity +Female,No,Yes,Yes,49,SingleLine,DSL,Yes,No,One year,No,Credit card (automatic),78.0,3824.2,FullService,DeviceProtection +Female,Yes,No,No,54,MultipleLines,DSL,Yes,Yes,One year,No,Mailed check,72.1,3886.05,TV,Nope +Female,No,No,No,71,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Credit card (automatic),106.75,7283.25,FullService,FullSecurity +Female,No,No,No,22,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,19.25,412.55,Nope,Nope +Female,No,Yes,Yes,50,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1070.25,Nope,Nope +Female,No,Yes,Yes,43,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.0,817.95,Nope,Nope +Female,No,Yes,Yes,45,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.65,1171.3,Nope,Nope +Male,Yes,No,No,64,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),103.5,6548.65,FullService,OnlineSecurity +Female,No,Yes,Yes,23,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,23.85,625.65,Nope,Nope +Female,No,Yes,No,68,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.8,1911.5,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.85,70.85,Nope,Nope +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),69.8,134.7,Nope,Nope +Male,No,No,No,26,SingleLine,DSL,No,Yes,One year,No,Credit card (automatic),59.45,1507.0,TV,Nope +Male,No,Yes,No,55,Nope,DSL,No,Yes,Month-to-month,Yes,Bank transfer (automatic),54.55,2978.3,FullService,DeviceProtection +Male,No,No,No,14,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.05,299.3,Nope,Nope +Male,No,Yes,No,71,SingleLine,DSL,No,Yes,Two year,Yes,Electronic check,82.55,5832.65,FullService,FullSecurity +Male,No,No,No,64,MultipleLines,DSL,Yes,Yes,One year,No,Electronic check,81.25,5567.55,TV,FullSecurity +Female,No,No,No,7,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),70.75,450.8,FullService,Nope +Female,No,No,No,57,SingleLine,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),74.3,4166.35,TV,FullSecurity +Female,No,Yes,No,13,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,94.1,1215.6,TV,DeviceProtection +Female,No,Yes,Yes,3,Nope,DSL,No,No,Month-to-month,No,Credit card (automatic),29.7,91.7,Nope,OnlineSecurity +Male,Yes,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),109.7,7898.45,FullService,DeviceProtection +Female,No,Yes,Yes,40,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),96.35,3915.4,TV,DeviceProtection +Male,No,Yes,No,14,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),66.6,979.5,TV,Nope +Male,No,Yes,Yes,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.5,90.05,Nope,Nope +Male,Yes,No,No,66,MultipleLines,Fiber optic,Yes,Yes,One year,No,Credit card (automatic),110.9,7432.05,FullService,DeviceProtection +Female,No,Yes,No,38,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,105.0,4026.4,FullService,DeviceProtection +Male,No,No,Yes,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,25.3,25.3,Nope,Nope +Male,No,No,No,22,SingleLine,DSL,Yes,Yes,One year,Yes,Credit card (automatic),55.15,1193.05,Nope,Nope +Male,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,80.1,398.55,TV,Nope +Male,No,Yes,Yes,29,MultipleLines,DSL,No,Yes,One year,No,Bank transfer (automatic),69.05,1958.45,TV,OnlineSecurity +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.9,69.9,Nope,Nope +Female,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,63.15,Nope,Nope +Male,No,Yes,Yes,71,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1301.1,Nope,Nope +Male,No,No,Yes,9,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,50.1,484.05,Nope,Nope +Male,No,No,No,43,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.4,4528.0,FullService,Nope +Female,No,No,No,48,MultipleLines,DSL,Yes,No,One year,Yes,Credit card (automatic),83.45,3887.85,FullService,FullSecurity +Male,No,No,No,26,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),86.65,2208.75,Nope,OnlineSecurity +Female,No,No,No,9,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,238.15,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.8,80.8,Movies,Nope +Female,No,Yes,Yes,46,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,958.15,Nope,Nope +Male,No,No,No,2,MultipleLines,DSL,No,No,Month-to-month,No,Bank transfer (automatic),62.05,118.3,Movies,Nope +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.45,76.45,Nope,Nope +Male,No,Yes,Yes,64,Nope,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),60.05,3845.45,FullService,FullSecurity +Female,Yes,No,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,91.3,1094.5,TV,Nope +Male,Yes,Yes,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.75,573.75,FullService,DeviceProtection +Female,No,Yes,No,59,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.35,1267.0,Nope,Nope +Female,No,No,No,7,SingleLine,Fiber optic,Yes,No,One year,Yes,Mailed check,94.05,633.45,FullService,Nope +Female,Yes,Yes,No,72,MultipleLines,DSL,Yes,No,Two year,Yes,Credit card (automatic),84.1,6129.65,FullService,FullSecurity +Male,Yes,No,No,16,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.75,1218.25,Movies,Nope +Male,No,Yes,No,25,MultipleLines,DSL,No,No,Month-to-month,No,Credit card (automatic),55.55,1405.3,Nope,DeviceProtection +Female,No,Yes,No,34,MultipleLines,DSL,Yes,Yes,Month-to-month,No,Electronic check,62.65,2274.9,Nope,OnlineSecurity +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.5,74.5,Nope,Nope +Female,No,Yes,Yes,10,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),102.1,1068.85,FullService,DeviceProtection +Male,No,Yes,No,24,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,20.1,533.9,Nope,Nope +Female,No,Yes,Yes,10,MultipleLines,DSL,Yes,No,One year,No,Electronic check,70.3,676.15,TV,OnlineSecurity +Male,No,Yes,No,69,SingleLine,DSL,Yes,No,One year,Yes,Credit card (automatic),53.65,3804.4,Nope,OnlineSecurity +Male,No,No,No,57,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.75,1118.8,Nope,Nope +Male,No,Yes,Yes,50,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),103.4,5236.4,FullService,DeviceProtection +Male,No,Yes,Yes,28,Nope,DSL,No,Yes,One year,No,Mailed check,50.8,1386.8,TV,FullSecurity +Female,No,No,No,16,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,50.15,762.25,Nope,OnlineSecurity +Male,No,No,No,25,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,79.0,1902.0,FullService,OnlineSecurity +Female,Yes,Yes,No,3,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),74.6,239.05,Nope,Nope +Male,No,Yes,No,61,MultipleLines,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),96.5,5673.7,FullService,Nope +Female,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,39.8,Nope,Nope +Male,No,Yes,Yes,51,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.4,997.75,Nope,Nope +Female,No,Yes,Yes,71,SingleLine,DSL,No,No,Two year,No,Credit card (automatic),77.55,5574.35,FullService,FullSecurity +Female,No,Yes,Yes,20,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,406.05,Nope,Nope +Male,No,Yes,Yes,6,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.85,138.85,Nope,Nope +Female,No,No,No,6,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,123.65,Nope,Nope +Female,No,No,No,29,MultipleLines,DSL,Yes,Yes,Month-to-month,No,Mailed check,67.45,1801.1,Nope,OnlineSecurity +Male,No,No,No,36,SingleLine,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),18.55,689.0,Nope,Nope +Female,No,No,No,28,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,29.75,790.7,Nope,DeviceProtection +Female,No,Yes,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.5,582.5,TV,Nope +Female,No,No,No,63,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,24.2,1618.2,Nope,Nope +Male,No,Yes,Yes,48,MultipleLines,No,No internet service,No internet service,Two year,No,Mailed check,23.55,1173.35,Nope,Nope +Female,No,Yes,No,49,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.45,900.9,Nope,Nope +Male,Yes,No,No,27,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,81.45,2122.05,Nope,Nope +Male,No,Yes,No,72,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),92.3,6719.9,FullService,FullSecurity +Male,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.15,69.15,Nope,Nope +Female,No,Yes,Yes,72,Nope,DSL,Yes,Yes,Two year,No,Credit card (automatic),53.65,3784.0,FullService,Nope +Female,No,No,No,47,Nope,DSL,Yes,Yes,One year,No,Credit card (automatic),39.65,1798.65,Nope,OnlineSecurity +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,54.65,54.65,TV,Nope +Female,No,No,No,36,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),104.8,3886.45,FullService,DeviceProtection +Male,No,Yes,Yes,43,Nope,DSL,Yes,No,Month-to-month,No,Credit card (automatic),29.3,1224.05,Nope,Nope +Female,Yes,Yes,No,27,MultipleLines,DSL,Yes,Yes,Month-to-month,No,Electronic check,83.85,2310.2,FullService,DeviceProtection +Female,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.55,723.4,Movies,Nope +Female,No,No,No,38,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,103.65,3988.5,FullService,DeviceProtection +Female,Yes,No,No,35,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.05,3554.6,FullService,OnlineSecurity +Female,No,Yes,No,59,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Mailed check,100.05,6034.85,FullService,Nope +Male,No,No,No,27,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.35,531.6,Nope,Nope +Female,Yes,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,43.95,85.1,Nope,Nope +Male,No,No,No,7,MultipleLines,No,No internet service,No internet service,Month-to-month,No,Mailed check,23.5,173.0,Nope,Nope +Female,No,No,No,36,MultipleLines,DSL,Yes,Yes,One year,Yes,Mailed check,70.7,2511.95,Movies,Nope +Female,No,Yes,Yes,41,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),94.3,3893.6,TV,OnlineSecurity +Female,No,No,No,13,Nope,DSL,Yes,No,Month-to-month,No,Electronic check,29.15,357.15,Nope,Nope +Male,No,No,Yes,19,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),20.85,467.5,Nope,Nope +Female,No,Yes,No,60,Nope,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),37.7,2288.7,Nope,OnlineSecurity +Female,No,No,Yes,48,SingleLine,Fiber optic,Yes,Yes,Two year,Yes,Mailed check,95.5,4627.85,TV,DeviceProtection +Male,Yes,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,91.05,289.1,TV,DeviceProtection +Male,No,Yes,No,69,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Mailed check,92.45,6460.55,TV,Nope +Male,No,No,No,43,Nope,DSL,No,Yes,One year,No,Electronic check,44.15,1931.3,Movies,DeviceProtection +Female,No,No,Yes,11,Nope,DSL,No,Yes,One year,Yes,Mailed check,36.05,402.6,Nope,OnlineSecurity +Female,No,Yes,No,45,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),50.25,2221.55,Nope,DeviceProtection +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),109.75,7758.9,FullService,DeviceProtection +Female,Yes,Yes,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,79.2,172.85,Nope,DeviceProtection +Female,No,Yes,Yes,12,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,224.5,Nope,Nope +Female,No,Yes,Yes,67,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),112.35,7388.45,FullService,DeviceProtection +Male,No,Yes,No,37,MultipleLines,Fiber optic,No,Yes,Two year,No,Mailed check,94.3,3460.95,TV,DeviceProtection +Female,No,No,No,39,Nope,DSL,Yes,Yes,One year,No,Bank transfer (automatic),41.15,1700.9,Nope,OnlineSecurity +Female,No,No,No,41,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Bank transfer (automatic),74.65,3090.65,Movies,FullSecurity +Female,No,No,No,25,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,48.25,1293.8,FullService,DeviceProtection +Male,No,Yes,Yes,8,MultipleLines,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),76.15,645.8,Movies,OnlineSecurity +Female,No,Yes,Yes,71,MultipleLines,DSL,Yes,Yes,Two year,No,Mailed check,71.1,5224.95,Nope,FullSecurity +Male,No,No,No,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,96.55,500.1,Movies,DeviceProtection +Female,No,No,No,30,MultipleLines,DSL,No,No,One year,Yes,Credit card (automatic),79.3,2427.1,FullService,FullSecurity +Male,No,No,No,40,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),89.6,3488.15,Movies,Nope +Female,No,No,No,54,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,20.5,1035.7,Nope,Nope +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),106.3,7565.35,FullService,DeviceProtection +Male,No,Yes,Yes,28,SingleLine,Fiber optic,Yes,No,One year,No,Bank transfer (automatic),100.35,2799.0,FullService,DeviceProtection +Male,No,Yes,Yes,18,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,85.6,1601.5,Movies,Nope +Female,No,No,No,2,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,45.25,85.5,FullService,Nope +Female,No,Yes,Yes,59,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,106.15,6256.2,FullService,DeviceProtection +Male,No,Yes,Yes,22,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,51.1,1232.9,Nope,Nope +Female,Yes,Yes,No,72,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.7,1937.4,Nope,Nope +Female,Yes,No,No,14,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.3,1096.25,Nope,Nope +Male,No,Yes,No,50,MultipleLines,Fiber optic,No,Yes,One year,No,Electronic check,99.4,5059.75,FullService,Nope +Female,No,Yes,Yes,48,SingleLine,DSL,No,Yes,One year,No,Bank transfer (automatic),69.7,3023.65,TV,FullSecurity +Female,No,Yes,Yes,49,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,98.35,4889.2,FullService,Nope +Male,No,Yes,Yes,28,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,85.45,2289.9,TV,DeviceProtection +Male,Yes,No,No,68,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,95.9,6503.2,Movies,DeviceProtection +Male,No,No,No,13,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Electronic check,100.75,1313.25,FullService,Nope +Female,No,No,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.2,990.3,TV,DeviceProtection +Female,No,Yes,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),74.1,228.0,Nope,Nope +Male,Yes,Yes,No,57,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,100.6,5746.15,FullService,DeviceProtection +Male,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,75.0,209.1,Nope,Nope +Male,No,Yes,No,72,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.75,1864.2,Nope,Nope +Male,No,Yes,Yes,70,MultipleLines,DSL,Yes,Yes,Two year,Yes,Electronic check,84.1,5979.7,FullService,DeviceProtection +Female,No,Yes,Yes,49,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),79.3,3902.45,FullService,Nope +Female,Yes,Yes,No,67,MultipleLines,Fiber optic,No,No,One year,Yes,Credit card (automatic),107.05,7142.5,FullService,FullSecurity +Male,No,No,No,46,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.05,902.0,Nope,Nope +Female,Yes,No,No,64,SingleLine,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),70.2,4481.0,TV,OnlineSecurity +Female,No,Yes,No,37,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,805.2,Nope,Nope +Female,Yes,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.75,154.85,Nope,Nope +Female,Yes,Yes,No,13,Nope,DSL,No,No,Month-to-month,No,Electronic check,45.3,528.45,FullService,Nope +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Electronic check,115.15,8349.7,FullService,FullSecurity +Male,No,Yes,Yes,68,SingleLine,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),72.95,4953.25,FullService,DeviceProtection +Male,No,Yes,Yes,15,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.65,332.65,Nope,Nope +Female,No,No,No,24,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.55,470.2,Nope,Nope +Female,No,No,No,24,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,89.55,2259.35,Movies,Nope +Male,No,No,No,27,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,50.35,1411.35,Nope,OnlineSecurity +Male,No,No,No,12,SingleLine,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),50.25,593.75,Nope,Nope +Female,No,Yes,Yes,71,SingleLine,DSL,Yes,Yes,Two year,No,Credit card (automatic),87.25,6328.7,FullService,FullSecurity +Male,No,Yes,Yes,67,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,20.8,1411.9,Nope,Nope +Female,No,Yes,No,63,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.25,6841.4,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,20.35,Nope,Nope +Male,No,No,No,4,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,55.9,238.5,Movies,Nope +Female,Yes,No,No,40,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),79.2,3233.85,Nope,OnlineSecurity +Female,No,No,No,12,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.0,1062.1,FullService,DeviceProtection +Male,No,Yes,Yes,52,SingleLine,DSL,Yes,No,Two year,No,Electronic check,79.2,4016.3,FullService,FullSecurity +Male,No,No,No,10,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,24.0,226.55,Nope,Nope +Male,No,No,No,68,MultipleLines,Fiber optic,Yes,No,One year,No,Bank transfer (automatic),101.35,7110.75,TV,FullSecurity +Female,No,No,No,54,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,100.1,5440.9,FullService,Nope +Female,No,Yes,Yes,4,SingleLine,DSL,Yes,Yes,Month-to-month,No,Mailed check,56.5,235.1,Nope,Nope +Female,No,Yes,No,52,Nope,DSL,No,No,One year,No,Mailed check,35.45,1958.95,Nope,FullSecurity +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.0,85.0,Movies,DeviceProtection +Male,No,Yes,No,70,MultipleLines,DSL,Yes,Yes,One year,No,Bank transfer (automatic),79.4,5528.9,TV,FullSecurity +Male,No,No,No,43,Nope,DSL,No,No,One year,Yes,Credit card (automatic),35.2,1463.7,Nope,FullSecurity +Male,No,No,No,52,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.65,1025.05,Nope,Nope +Female,No,No,No,12,Nope,DSL,No,Yes,Two year,No,Mailed check,49.85,552.1,Movies,FullSecurity +Female,No,Yes,Yes,56,MultipleLines,DSL,Yes,No,One year,No,Bank transfer (automatic),68.75,3815.4,Movies,OnlineSecurity +Male,No,No,No,42,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,79.9,3313.4,Nope,DeviceProtection +Male,Yes,Yes,No,22,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),89.75,1938.9,FullService,Nope +Male,No,Yes,Yes,51,Nope,DSL,Yes,No,One year,No,Electronic check,59.3,3014.65,FullService,FullSecurity +Male,No,No,No,27,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.4,460.25,Nope,Nope +Male,Yes,Yes,No,51,MultipleLines,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),93.65,4839.15,Movies,FullSecurity +Male,No,No,Yes,4,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,49.4,184.4,Nope,OnlineSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,19.9,Nope,Nope +Male,No,No,No,35,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,55.0,2010.55,TV,Nope +Male,Yes,Yes,Yes,71,MultipleLines,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),72.9,5139.65,Movies,DeviceProtection +Female,No,Yes,Yes,69,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.6,1673.4,Nope,Nope +Male,No,Yes,Yes,14,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.75,309.35,Nope,Nope +Male,No,Yes,No,57,SingleLine,DSL,No,Yes,Month-to-month,No,Electronic check,55.7,3171.6,Nope,OnlineSecurity +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),117.5,8670.1,FullService,FullSecurity +Male,No,No,No,48,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,916.0,Nope,Nope +Female,No,Yes,Yes,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,78.9,299.75,TV,Nope +Male,No,Yes,Yes,31,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.65,702.05,Nope,Nope +Male,No,No,No,38,SingleLine,DSL,No,Yes,One year,Yes,Mailed check,62.3,2354.8,Movies,DeviceProtection +Male,Yes,Yes,No,37,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,92.5,3473.4,FullService,Nope +Male,Yes,No,No,57,MultipleLines,DSL,Yes,No,Two year,Yes,Bank transfer (automatic),79.75,4438.2,FullService,DeviceProtection +Female,Yes,Yes,No,62,SingleLine,DSL,No,Yes,Two year,Yes,Credit card (automatic),79.95,4819.75,FullService,FullSecurity +Male,No,Yes,No,3,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,29.9,92.25,Nope,Nope +Female,No,No,Yes,72,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,19.75,1567.0,Nope,Nope +Male,No,No,Yes,29,Nope,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,45.0,1242.45,Nope,FullSecurity +Male,No,Yes,Yes,13,SingleLine,DSL,No,No,Month-to-month,No,Bank transfer (automatic),44.8,559.2,Nope,Nope +Male,No,No,Yes,3,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,69.65,220.1,Nope,Nope +Female,No,No,No,11,SingleLine,DSL,Yes,No,Month-to-month,No,Electronic check,51.1,531.15,Nope,Nope +Female,No,No,Yes,21,Nope,DSL,Yes,Yes,Two year,No,Mailed check,53.15,1183.2,TV,FullSecurity +Female,No,No,No,19,MultipleLines,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),24.7,465.85,Nope,Nope +Male,No,No,No,61,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Credit card (automatic),111.6,6876.05,FullService,FullSecurity +Female,No,No,No,11,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),48.55,501.0,Nope,OnlineSecurity +Male,No,Yes,Yes,35,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,109.95,3782.4,FullService,DeviceProtection +Male,No,No,Yes,25,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.8,460.2,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,Nope,Nope +Female,No,No,No,67,MultipleLines,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.6,1790.35,Nope,Nope +Male,No,No,No,19,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,39.65,733.35,TV,DeviceProtection +Male,No,No,No,56,MultipleLines,No,No internet service,No internet service,One year,No,Electronic check,24.9,1334.0,Nope,Nope +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Credit card (automatic),108.4,7767.25,FullService,FullSecurity +Male,No,No,No,43,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.55,876.15,Nope,Nope +Female,No,Yes,Yes,55,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,85.1,4600.95,Nope,OnlineSecurity +Male,No,Yes,Yes,2,MultipleLines,DSL,No,No,Month-to-month,No,Mailed check,56.7,113.55,Nope,OnlineSecurity +Male,No,No,No,27,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.05,1793.25,Nope,Nope +Female,No,No,No,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.15,886.7,Nope,Nope +Female,No,No,No,70,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Mailed check,111.15,7737.55,FullService,FullSecurity +Female,No,Yes,No,14,SingleLine,Fiber optic,Yes,Yes,One year,No,Mailed check,105.95,1348.9,FullService,OnlineSecurity +Female,No,Yes,Yes,19,MultipleLines,Fiber optic,No,Yes,One year,Yes,Bank transfer (automatic),89.35,1686.85,Movies,Nope +Female,No,No,No,20,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),89.1,1879.25,TV,OnlineSecurity +Male,No,Yes,Yes,43,MultipleLines,Fiber optic,No,Yes,One year,Yes,Credit card (automatic),91.25,4013.8,Nope,FullSecurity +Male,No,Yes,Yes,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,90.35,434.5,Movies,FullSecurity +Female,Yes,Yes,No,70,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),105.55,7195.35,FullService,Nope +Female,No,Yes,No,40,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.1,780.1,Nope,Nope +Male,No,Yes,Yes,6,SingleLine,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.4,107.6,Nope,Nope +Male,No,No,No,39,SingleLine,Fiber optic,No,No,Two year,Yes,Electronic check,100.45,3801.7,FullService,FullSecurity +Male,Yes,Yes,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,74.95,308.7,Nope,Nope +Male,No,No,No,15,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,29.7,438.25,Nope,Nope +Male,No,Yes,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,50.35,50.35,FullService,DeviceProtection +Female,Yes,No,No,45,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),85.7,3778.1,Nope,OnlineSecurity +Female,No,Yes,No,64,Nope,DSL,No,Yes,Two year,No,Electronic check,47.85,3147.5,Movies,FullSecurity +Female,Yes,Yes,No,57,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Credit card (automatic),94.0,5438.95,Movies,DeviceProtection +Male,No,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),69.85,5102.35,Nope,FullSecurity +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,Nope,Nope +Male,No,Yes,No,72,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.85,1872.2,Nope,Nope +Female,No,No,No,3,SingleLine,DSL,Yes,Yes,Two year,No,Mailed check,71.1,213.35,Movies,OnlineSecurity +Male,Yes,No,No,55,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.8,5617.75,FullService,OnlineSecurity +Female,No,Yes,No,59,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Electronic check,93.35,5386.5,TV,DeviceProtection +Female,No,No,No,18,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),99.85,1776.95,FullService,Nope +Male,Yes,Yes,No,32,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),80.3,2483.05,Movies,Nope +Female,No,No,No,4,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),50.55,235.65,Nope,OnlineSecurity +Female,Yes,No,No,66,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),80.45,5224.35,Nope,Nope +Male,No,No,No,27,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.3,2272.8,Nope,DeviceProtection +Male,No,No,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.7,83.75,Nope,Nope +Male,No,Yes,Yes,60,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Credit card (automatic),79.05,4663.4,FullService,OnlineSecurity +Female,No,Yes,Yes,8,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.05,201.7,Nope,Nope +Male,No,Yes,Yes,8,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,125.0,Nope,Nope +Male,No,No,No,35,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,20.2,684.4,Nope,Nope +Male,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.8,620.35,Movies,Nope +Female,No,Yes,Yes,53,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.9,1146.05,Nope,Nope +Female,Yes,No,No,18,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),103.6,1806.35,FullService,Nope +Female,No,No,No,15,Nope,DSL,Yes,No,Two year,Yes,Mailed check,38.8,603.0,Movies,Nope +Male,No,Yes,No,67,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),88.4,5798.3,TV,Nope +Male,Yes,Yes,No,6,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,84.2,519.15,Movies,Nope +Male,Yes,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.7,497.6,TV,Nope +Male,No,No,No,13,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,99.0,1301.7,FullService,Nope +Female,No,No,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.75,1129.75,FullService,DeviceProtection +Male,No,No,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,19.3,Nope,Nope +Male,No,No,No,5,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,55.75,266.95,Nope,OnlineSecurity +Male,No,No,No,13,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,19.95,257.0,Nope,Nope +Female,No,Yes,No,9,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),91.75,865.8,Nope,FullSecurity +Male,No,No,No,29,SingleLine,Fiber optic,Yes,Yes,Month-to-month,No,Mailed check,89.65,2623.65,TV,Nope +Male,Yes,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,Nope,Nope +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,79.55,79.55,Nope,DeviceProtection +Female,No,Yes,Yes,18,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,55.95,1082.8,TV,Nope +Female,No,Yes,No,2,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),69.0,147.8,FullService,DeviceProtection +Male,No,Yes,Yes,30,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),83.55,2570.2,Nope,Nope +Male,No,No,Yes,66,MultipleLines,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),65.7,4378.9,Nope,OnlineSecurity +Male,No,Yes,Yes,38,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Bank transfer (automatic),94.9,3616.25,TV,DeviceProtection +Male,No,Yes,Yes,44,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,61.9,2924.05,Nope,DeviceProtection +Female,No,No,No,54,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,No,Electronic check,111.1,6014.85,FullService,DeviceProtection +Male,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,32.7,Nope,Nope +Female,No,No,No,42,SingleLine,DSL,Yes,Yes,One year,Yes,Mailed check,67.7,2882.25,Movies,OnlineSecurity +Female,No,Yes,Yes,58,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,1509.9,Nope,Nope +Male,No,Yes,Yes,58,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,92.85,5305.05,FullService,Nope +Female,No,Yes,Yes,25,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.1,2368.4,Movies,DeviceProtection +Female,No,No,No,71,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Mailed check,111.3,7985.9,FullService,FullSecurity +Female,No,No,No,37,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),101.9,3545.35,FullService,DeviceProtection +Female,No,Yes,Yes,14,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,91.65,1301.0,TV,Nope +Female,Yes,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.85,372.45,Movies,DeviceProtection +Female,No,Yes,No,48,MultipleLines,DSL,No,Yes,One year,Yes,Bank transfer (automatic),60.6,2985.25,Nope,OnlineSecurity +Female,Yes,No,No,3,Nope,DSL,No,No,Month-to-month,No,Electronic check,25.3,77.75,Nope,Nope +Female,No,Yes,No,8,SingleLine,DSL,No,Yes,Two year,No,Mailed check,65.5,564.35,Movies,OnlineSecurity +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.45,95.45,FullService,Nope +Male,No,No,No,67,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.95,1311.75,Nope,Nope +Male,No,No,No,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,91.1,1135.7,FullService,Nope +Female,No,Yes,Yes,45,SingleLine,DSL,Yes,Yes,One year,Yes,Credit card (automatic),54.15,2319.8,Nope,Nope +Male,No,No,No,49,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.6,3720.35,Nope,Nope +Female,No,Yes,No,52,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),94.6,5025.8,TV,DeviceProtection +Female,No,Yes,No,63,SingleLine,Fiber optic,No,No,One year,Yes,Credit card (automatic),81.15,5224.5,Nope,FullSecurity +Female,No,Yes,Yes,68,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.05,6185.8,FullService,FullSecurity +Female,No,Yes,No,31,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,49.2,1498.55,Nope,Nope +Female,No,Yes,No,64,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,1208.6,Nope,Nope +Female,No,Yes,No,62,SingleLine,Fiber optic,No,Yes,One year,Yes,Electronic check,104.3,6613.65,FullService,FullSecurity +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),69.7,69.7,Nope,Nope +Female,No,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.5,573.3,FullService,Nope +Female,No,Yes,No,21,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,86.05,1818.9,TV,Nope +Female,No,Yes,Yes,72,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.2,1787.35,Nope,Nope +Female,No,Yes,Yes,32,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,35.15,1051.05,Nope,OnlineSecurity +Female,Yes,No,No,71,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),99.65,7181.25,TV,OnlineSecurity +Female,No,No,Yes,34,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),105.35,3688.6,FullService,FullSecurity +Male,No,Yes,No,3,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,35.15,99.75,Movies,Nope +Male,No,No,Yes,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),73.75,871.4,Nope,Nope +Female,Yes,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,101.35,780.5,FullService,DeviceProtection +Female,No,Yes,Yes,35,MultipleLines,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,821.6,Nope,Nope +Female,No,Yes,Yes,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.7,239.45,TV,Nope +Male,No,No,No,3,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,89.85,244.45,TV,DeviceProtection +Male,No,No,No,53,SingleLine,DSL,No,No,One year,Yes,Electronic check,61.1,3357.9,Movies,DeviceProtection +Female,No,Yes,No,4,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,29.05,129.6,Nope,OnlineSecurity +Female,No,Yes,Yes,48,SingleLine,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),99.7,4977.2,FullService,FullSecurity +Female,No,Yes,Yes,6,SingleLine,DSL,Yes,No,Month-to-month,No,Credit card (automatic),55.9,365.35,Nope,OnlineSecurity +Male,Yes,Yes,No,3,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.9,334.65,FullService,DeviceProtection +Male,No,Yes,Yes,54,Nope,DSL,No,Yes,Two year,No,Credit card (automatic),46.0,2424.05,Movies,DeviceProtection +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,43.95,43.95,Nope,Nope +Male,No,No,No,62,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),80.4,4981.15,FullService,DeviceProtection +Male,No,Yes,Yes,22,SingleLine,Fiber optic,Yes,No,One year,Yes,Mailed check,100.05,2090.25,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),45.1,45.1,Nope,Nope +Male,Yes,No,No,51,SingleLine,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),94.0,4905.75,FullService,DeviceProtection +Female,No,No,No,30,MultipleLines,DSL,Yes,No,One year,Yes,Credit card (automatic),68.95,2038.7,TV,DeviceProtection +Female,Yes,Yes,No,56,MultipleLines,DSL,Yes,Yes,One year,Yes,Credit card (automatic),68.45,4014.0,Nope,FullSecurity +Male,No,Yes,No,35,MultipleLines,DSL,Yes,Yes,One year,Yes,Electronic check,69.0,2441.7,TV,Nope +Female,Yes,No,No,64,Nope,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,43.85,2751.0,TV,Nope +Male,No,No,Yes,30,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,44.5,1307.8,FullService,Nope +Female,No,Yes,Yes,25,SingleLine,No,No internet service,No internet service,Two year,Yes,Mailed check,18.7,383.65,Nope,Nope +Female,No,No,No,41,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),70.25,2868.05,Nope,Nope +Male,No,No,Yes,9,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,55.35,449.75,TV,Nope +Female,No,Yes,No,1,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,53.55,53.55,Nope,OnlineSecurity +Male,No,No,Yes,70,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,114.6,7882.5,FullService,FullSecurity +Female,No,Yes,Yes,57,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.1,1087.7,Nope,Nope +Male,No,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.5,791.7,TV,Nope +Female,No,Yes,Yes,69,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),108.75,7493.05,FullService,DeviceProtection +Male,Yes,Yes,No,43,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,103.0,4414.3,FullService,DeviceProtection +Female,No,Yes,No,72,MultipleLines,Fiber optic,No,No,Two year,Yes,Electronic check,97.85,6841.3,FullService,DeviceProtection +Male,No,No,Yes,44,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.55,819.95,Nope,Nope +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),84.05,6052.25,Nope,OnlineSecurity +Female,No,Yes,No,33,SingleLine,Fiber optic,No,Yes,One year,Yes,Electronic check,103.75,3361.05,FullService,FullSecurity +Male,No,No,No,54,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),89.4,4869.5,Movies,DeviceProtection +Male,No,No,Yes,27,SingleLine,No,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,509.3,Nope,Nope +Male,No,No,No,54,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),79.85,4308.25,Nope,Nope +Male,No,No,No,3,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Credit card (automatic),74.45,221.1,Nope,Nope +Female,No,Yes,No,53,MultipleLines,DSL,Yes,No,One year,No,Bank transfer (automatic),74.1,3833.95,Movies,FullSecurity +Male,No,Yes,No,15,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,18.8,294.95,Nope,Nope +Female,No,No,No,56,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,73.85,4092.85,Nope,Nope +Male,No,Yes,Yes,5,MultipleLines,DSL,Yes,Yes,Month-to-month,No,Credit card (automatic),64.4,316.9,Nope,OnlineSecurity +Male,No,Yes,Yes,48,SingleLine,DSL,Yes,No,One year,Yes,Credit card (automatic),55.8,2651.2,Nope,DeviceProtection +Female,No,No,Yes,25,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.05,471.7,Nope,Nope +Female,No,Yes,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),75.15,216.75,Nope,Nope +Male,No,No,No,58,SingleLine,Fiber optic,Yes,No,One year,No,Bank transfer (automatic),99.15,5720.95,FullService,OnlineSecurity +Male,No,No,No,10,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),56.75,503.25,Movies,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Nope,Nope +Male,No,Yes,No,71,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),104.15,7365.3,FullService,Nope +Female,No,Yes,Yes,65,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,7245.9,FullService,DeviceProtection +Male,No,Yes,Yes,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,80.15,385.0,Nope,Nope +Female,No,No,No,28,Nope,DSL,No,Yes,Month-to-month,Yes,Mailed check,35.75,961.4,Nope,DeviceProtection +Female,No,Yes,Yes,67,MultipleLines,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),69.9,4615.9,Movies,DeviceProtection +Male,No,No,No,35,SingleLine,Fiber optic,No,Yes,One year,Yes,Electronic check,89.2,3251.3,Movies,OnlineSecurity +Female,No,Yes,Yes,72,Nope,DSL,Yes,Yes,Two year,No,Credit card (automatic),55.65,3880.05,Movies,FullSecurity +Female,No,Yes,Yes,61,Nope,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),50.7,3088.75,Movies,OnlineSecurity +Male,Yes,No,No,68,SingleLine,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.0,1396.0,Nope,Nope +Female,No,Yes,Yes,1,Nope,DSL,No,No,Month-to-month,No,Bank transfer (automatic),30.5,30.5,Nope,OnlineSecurity +Male,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.1,53.05,Nope,Nope +Male,No,Yes,Yes,70,MultipleLines,Fiber optic,Yes,No,Two year,No,Bank transfer (automatic),98.3,6859.5,FullService,Nope +Female,No,No,Yes,48,Nope,DSL,Yes,No,Month-to-month,No,Credit card (automatic),45.55,2108.35,Movies,DeviceProtection +Male,No,Yes,Yes,68,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),101.05,6770.5,FullService,Nope +Female,No,No,No,47,SingleLine,Fiber optic,No,Yes,One year,Yes,Electronic check,103.7,4730.6,FullService,FullSecurity +Male,No,Yes,Yes,32,Nope,DSL,No,Yes,One year,Yes,Mailed check,36.25,1151.05,Nope,DeviceProtection +Female,No,Yes,Yes,5,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,49.4,232.55,Nope,OnlineSecurity +Male,No,No,No,49,SingleLine,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.9,1022.6,Nope,Nope +Female,No,No,No,48,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),107.4,5121.3,FullService,DeviceProtection +Female,Yes,No,No,13,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,82.0,1127.2,Movies,Nope +Male,No,No,No,15,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.8,309.4,Nope,Nope +Female,No,No,No,12,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.05,523.1,Nope,Nope +Male,Yes,No,No,67,MultipleLines,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),64.55,4250.1,Nope,OnlineSecurity +Male,No,No,No,9,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Electronic check,86.25,770.5,TV,Nope +Female,No,Yes,Yes,13,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.75,246.7,Nope,Nope +Female,No,No,No,38,SingleLine,Fiber optic,No,No,One year,Yes,Mailed check,89.1,3342.0,FullService,Nope +Female,Yes,Yes,No,42,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,95.55,3930.6,TV,DeviceProtection +Female,No,Yes,No,24,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),75.4,1747.85,Nope,Nope +Female,Yes,Yes,No,27,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,101.25,2754.45,FullService,FullSecurity +Male,No,Yes,Yes,9,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),102.6,897.75,FullService,DeviceProtection +Female,No,Yes,No,49,Nope,DSL,Yes,Yes,One year,Yes,Credit card (automatic),56.3,2780.6,FullService,Nope +Female,Yes,Yes,No,61,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.2,5895.45,Nope,FullSecurity +Male,No,No,Yes,50,Nope,DSL,Yes,No,One year,Yes,Bank transfer (automatic),43.05,2208.05,TV,OnlineSecurity +Male,Yes,No,No,25,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.5,2196.15,TV,Nope +Female,Yes,No,No,22,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.4,1692.6,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,Nope,Nope +Male,No,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.35,265.35,Nope,Nope +Female,Yes,Yes,No,18,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Bank transfer (automatic),99.75,1836.25,FullService,Nope +Female,Yes,No,No,56,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,111.95,6418.9,FullService,DeviceProtection +Female,Yes,Yes,No,53,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Electronic check,94.0,4871.45,TV,DeviceProtection +Female,No,Yes,No,51,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,98.85,4947.55,FullService,DeviceProtection +Female,No,Yes,Yes,24,MultipleLines,DSL,Yes,No,Two year,No,Electronic check,64.35,1558.65,Nope,FullSecurity +Female,No,Yes,No,62,SingleLine,DSL,Yes,No,Two year,Yes,Credit card (automatic),72.0,4284.2,TV,FullSecurity +Male,No,No,No,24,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,49.7,1218.25,Nope,Nope +Female,No,Yes,Yes,70,MultipleLines,DSL,Yes,Yes,Two year,No,Electronic check,80.7,5617.95,TV,FullSecurity +Male,No,No,Yes,1,Nope,DSL,No,No,Month-to-month,No,Mailed check,24.2,24.2,Nope,Nope +Male,Yes,No,No,16,Nope,DSL,Yes,No,Month-to-month,Yes,Mailed check,39.0,679.85,TV,Nope +Female,No,No,No,8,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,65.45,554.45,TV,Nope +Female,No,Yes,Yes,72,SingleLine,DSL,Yes,Yes,Two year,Yes,Electronic check,74.35,5237.4,Movies,FullSecurity +Female,No,No,No,23,SingleLine,Fiber optic,Yes,Yes,Month-to-month,No,Bank transfer (automatic),83.2,2032.3,Nope,DeviceProtection +Male,No,No,Yes,31,Nope,DSL,No,No,Month-to-month,No,Credit card (automatic),25.0,789.2,Nope,Nope +Male,No,Yes,Yes,37,Nope,DSL,No,Yes,One year,Yes,Electronic check,40.2,1525.35,Nope,FullSecurity +Female,No,Yes,No,30,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.1,2804.45,TV,Nope +Female,Yes,No,No,35,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,108.35,3726.15,FullService,FullSecurity +Female,No,Yes,Yes,23,MultipleLines,DSL,Yes,Yes,Month-to-month,Yes,Credit card (automatic),69.5,1652.1,TV,Nope +Female,No,Yes,Yes,20,MultipleLines,DSL,No,No,One year,No,Bank transfer (automatic),76.0,1588.75,FullService,OnlineSecurity +Male,No,Yes,No,36,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.6,3366.05,FullService,OnlineSecurity +Female,No,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),95.65,778.1,FullService,Nope +Male,No,Yes,Yes,71,MultipleLines,Fiber optic,Yes,No,One year,No,Bank transfer (automatic),100.55,7113.75,FullService,Nope +Female,Yes,Yes,No,50,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,88.05,4367.35,TV,Nope +Female,No,Yes,Yes,43,MultipleLines,No,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.45,993.15,Nope,Nope +Male,No,No,Yes,57,MultipleLines,DSL,Yes,Yes,Two year,No,Mailed check,89.55,5012.35,FullService,FullSecurity +Female,No,Yes,Yes,41,SingleLine,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),66.5,2728.6,Movies,Nope +Female,No,Yes,No,27,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,76.1,2093.4,Nope,Nope +Female,No,No,No,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.5,1011.8,Movies,Nope +Male,No,No,No,3,Nope,DSL,Yes,No,Month-to-month,Yes,Mailed check,35.45,106.85,Nope,OnlineSecurity +Female,No,No,No,67,SingleLine,No,No internet service,No internet service,One year,No,Electronic check,20.55,1343.4,Nope,Nope +Male,No,No,No,3,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,49.9,130.1,Nope,Nope +Female,No,Yes,No,64,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.4,6794.75,FullService,Nope +Male,No,No,No,26,Nope,DSL,No,Yes,Month-to-month,No,Electronic check,35.75,1022.5,Nope,DeviceProtection +Male,No,No,No,38,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),95.1,3691.2,Movies,DeviceProtection +Male,No,Yes,No,23,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.3,486.2,Nope,Nope +Male,No,No,No,40,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),104.5,4036.85,FullService,DeviceProtection +Male,Yes,Yes,No,72,Nope,DSL,Yes,Yes,Two year,Yes,Bank transfer (automatic),63.1,4685.55,FullService,FullSecurity +Female,Yes,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),75.05,256.25,Nope,Nope +Male,No,No,No,23,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.0,1917.1,Nope,DeviceProtection +Female,Yes,Yes,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.45,74.45,Nope,Nope +Female,No,No,No,4,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,60.4,272.15,Nope,OnlineSecurity +Female,No,Yes,No,62,MultipleLines,DSL,Yes,Yes,Two year,Yes,Electronic check,84.95,5150.55,FullService,OnlineSecurity +Female,No,No,No,40,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.4,3756.4,TV,DeviceProtection +Male,No,No,No,41,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.2,3645.75,TV,Nope +Male,Yes,Yes,No,34,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),85.2,2874.45,TV,DeviceProtection +Female,No,No,No,1,SingleLine,DSL,Yes,No,Month-to-month,No,Electronic check,49.95,49.95,Nope,Nope +Female,No,No,No,51,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.65,1020.75,Nope,Nope +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.65,70.65,Nope,Nope +Female,No,No,No,39,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,20.15,826.0,Nope,Nope +Male,No,Yes,Yes,12,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.2,239.0,Nope,Nope +Male,No,No,No,12,SingleLine,DSL,No,Yes,One year,Yes,Electronic check,59.8,727.8,TV,Nope +Male,No,No,No,72,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,104.95,7544.3,FullService,DeviceProtection +Female,Yes,Yes,No,63,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,103.5,6479.4,FullService,DeviceProtection +Male,No,Yes,No,44,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),84.8,3626.35,Nope,FullSecurity +Female,No,No,No,18,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.05,1679.4,Movies,DeviceProtection +Female,No,No,No,9,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),44.2,403.35,Nope,Nope +Male,No,No,No,13,SingleLine,DSL,Yes,Yes,Month-to-month,No,Mailed check,73.35,931.55,FullService,Nope +Female,No,Yes,No,68,SingleLine,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),64.1,4326.25,TV,Nope +Female,Yes,No,No,6,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,44.4,263.05,FullService,Nope +Female,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,39.25,Nope,Nope +Male,Yes,Yes,No,55,MultipleLines,DSL,Yes,No,One year,No,Credit card (automatic),60.0,3316.1,Nope,OnlineSecurity +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.75,75.75,Nope,Nope +Male,No,No,No,38,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),69.5,2625.25,Nope,Nope +Female,No,No,No,67,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),102.95,6886.25,TV,FullSecurity +Male,No,No,No,19,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),78.7,1495.1,TV,Nope +Female,No,No,No,12,Nope,DSL,Yes,Yes,One year,No,Electronic check,60.65,743.3,FullService,DeviceProtection +Female,No,No,No,72,SingleLine,No,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),21.15,1419.4,Nope,Nope +Male,No,Yes,Yes,24,MultipleLines,DSL,No,Yes,One year,Yes,Mailed check,84.8,1990.5,FullService,FullSecurity +Female,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),103.2,7362.9,FullService,DeviceProtection +Female,No,Yes,Yes,11,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,29.6,346.45,Nope,OnlineSecurity +Male,Yes,Yes,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,74.4,306.6,Nope,Nope +Male,No,No,No,66,SingleLine,Fiber optic,No,Yes,Two year,Yes,Bank transfer (automatic),105.65,6844.5,FullService,FullSecurity +Male,No,No,No,22,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,54.45,1127.35,Nope,OnlineSecurity +Male,No,No,No,1,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,54.35,54.35,Nope,DeviceProtection +Male,No,No,No,67,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),116.2,7752.3,FullService,FullSecurity +Female,Yes,No,No,25,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,102.8,2660.2,FullService,OnlineSecurity +Male,No,Yes,No,54,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.3,5278.15,FullService,DeviceProtection +Male,Yes,No,No,12,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Mailed check,83.8,1029.75,Nope,DeviceProtection +Male,No,Yes,Yes,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,1107.25,Nope,Nope +Male,No,Yes,Yes,19,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,83.65,1465.75,Movies,Nope +Female,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.55,149.55,Nope,DeviceProtection +Female,Yes,No,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,91.3,1094.5,TV,Nope +Female,No,No,No,23,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),90.05,2169.8,TV,OnlineSecurity +Male,No,No,Yes,3,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,69.65,220.1,Nope,Nope +Male,No,Yes,Yes,70,MultipleLines,Fiber optic,Yes,No,Two year,No,Bank transfer (automatic),98.3,6859.5,FullService,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,71.55,71.55,Nope,Nope +Female,Yes,No,No,28,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,103.3,2890.65,FullService,DeviceProtection +Female,Yes,Yes,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.85,20.85,Nope,Nope +Male,No,Yes,No,53,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,93.9,5029.2,Movies,FullSecurity +Female,Yes,No,No,20,MultipleLines,DSL,No,No,Month-to-month,Yes,Mailed check,61.6,1174.35,Movies,Nope +Male,No,No,No,19,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),86.0,1532.45,Movies,Nope +Female,Yes,No,No,13,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.8,1308.1,FullService,OnlineSecurity +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,71.35,71.35,Nope,Nope +Female,Yes,Yes,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.2,2931.0,FullService,Nope +Female,No,No,No,43,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Electronic check,104.6,4759.85,FullService,DeviceProtection +Female,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),75.1,270.7,Nope,Nope +Male,No,No,No,43,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,77.85,3365.85,Nope,Nope +Male,Yes,Yes,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.35,1218.55,FullService,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.5,69.5,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,Nope,Nope +Female,Yes,No,No,37,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),106.75,4056.75,FullService,OnlineSecurity +Male,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.0,70.0,Nope,Nope +Male,No,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.45,1059.55,TV,Nope +Female,No,Yes,Yes,13,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,55.95,734.35,Movies,Nope +Female,No,No,No,5,MultipleLines,DSL,No,No,Month-to-month,Yes,Mailed check,50.6,249.95,Nope,Nope +Female,Yes,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.25,69.25,Nope,Nope +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),69.8,134.7,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,55.7,55.7,Movies,Nope +Male,No,No,No,4,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,74.4,299.7,FullService,DeviceProtection +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.7,81.7,Nope,OnlineSecurity +Male,Yes,Yes,No,11,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,214.75,Nope,Nope +Female,Yes,No,No,54,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.5,4370.25,Nope,Nope +Female,Yes,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.25,69.25,Nope,Nope +Male,No,No,Yes,49,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),75.2,3678.3,Nope,Nope +Male,No,No,No,13,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,98.15,1230.25,FullService,OnlineSecurity +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.1,70.1,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,20.9,Nope,Nope +Female,No,No,No,35,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.45,3029.1,TV,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,Nope,Nope +Female,No,Yes,No,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,91.65,365.4,TV,Nope +Male,No,No,No,4,MultipleLines,DSL,No,No,Month-to-month,No,Mailed check,50.4,206.6,Nope,Nope +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),35.25,35.25,Movies,Nope +Male,No,Yes,Yes,7,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,48.7,340.25,Nope,DeviceProtection +Female,No,Yes,No,22,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Electronic check,79.2,1742.75,FullService,OnlineSecurity +Male,No,No,No,4,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,44.55,174.3,FullService,Nope +Female,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.0,174.8,FullService,Nope +Female,No,No,No,7,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.0,137.6,Nope,Nope +Female,No,No,No,1,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,80.2,80.2,Nope,Nope +Female,No,Yes,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.1,576.65,TV,Nope +Male,No,Yes,No,14,Nope,DSL,No,No,Month-to-month,No,Electronic check,46.35,667.7,FullService,Nope +Male,Yes,Yes,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.1,95.1,FullService,Nope +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.0,70.0,Nope,Nope +Male,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.4,229.55,Nope,Nope +Female,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.55,187.45,TV,Nope +Female,Yes,No,No,20,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.1,1782.4,Movies,DeviceProtection +Female,Yes,No,No,20,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.1,1782.4,Movies,DeviceProtection +Male,No,No,No,2,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,25.05,56.35,Nope,Nope +Male,No,Yes,No,14,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.15,1139.2,Movies,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,20.6,Nope,Nope +Male,No,No,No,25,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,70.95,1767.35,Nope,Nope +Female,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.0,412.5,Movies,Nope +Male,No,No,No,6,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,44.75,270.95,Nope,Nope +Male,No,No,No,41,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.7,4346.4,FullService,DeviceProtection +Female,No,No,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.5,514.0,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,49.65,49.65,Nope,DeviceProtection +Female,No,Yes,No,22,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Electronic check,79.2,1742.75,FullService,OnlineSecurity +Male,No,No,No,3,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),53.4,188.7,TV,Nope +Female,No,No,No,18,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,90.1,1612.75,Movies,Nope +Male,Yes,No,No,15,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,80.2,1217.25,Nope,Nope +Female,Yes,No,No,11,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,95.0,1120.3,FullService,Nope +Female,No,No,No,19,Nope,DSL,No,No,One year,Yes,Credit card (automatic),44.85,893.55,FullService,Nope +Female,No,Yes,No,21,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.5,1808.7,Movies,Nope +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,89.15,89.15,FullService,Nope +Female,Yes,No,No,42,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.65,3541.35,TV,Nope +Male,No,No,No,8,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.0,773.65,TV,DeviceProtection +Female,Yes,No,No,21,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,41.9,840.1,TV,OnlineSecurity +Female,No,No,No,29,SingleLine,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),68.85,1970.5,Movies,FullSecurity +Male,No,Yes,No,17,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),70.4,1214.05,Nope,Nope +Female,No,Yes,Yes,70,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.2,7723.9,FullService,FullSecurity +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.35,75.35,Nope,Nope +Female,No,No,No,18,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),90.0,1527.35,TV,Nope +Female,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.85,511.25,Nope,Nope +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,86.2,178.7,Movies,DeviceProtection +Female,No,No,No,15,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,289.3,Nope,Nope +Male,No,No,No,28,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),94.5,2659.4,Movies,OnlineSecurity +Female,No,No,No,24,Nope,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),54.15,1240.25,FullService,DeviceProtection +Male,No,Yes,No,49,MultipleLines,DSL,No,Yes,One year,No,Electronic check,84.35,4059.35,FullService,FullSecurity +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),35.25,35.25,Movies,Nope +Male,Yes,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.9,260.9,TV,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.8,70.8,Nope,Nope +Female,Yes,No,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),83.15,446.05,TV,Nope +Male,No,No,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,92.5,452.7,TV,DeviceProtection +Male,Yes,Yes,No,41,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),83.75,3273.55,Nope,FullSecurity +Female,No,No,Yes,3,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,55.1,154.65,Nope,OnlineSecurity +Female,No,No,No,4,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,46.0,193.6,Nope,Nope +Female,No,Yes,No,54,MultipleLines,DSL,No,No,One year,Yes,Credit card (automatic),70.15,3715.65,FullService,Nope +Male,No,No,No,46,Nope,DSL,Yes,No,Month-to-month,No,Bank transfer (automatic),30.3,1380.1,Nope,Nope +Female,No,No,No,15,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.75,297.3,Nope,Nope +Male,No,No,No,43,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.2,3198.6,Nope,OnlineSecurity +Male,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),84.4,732.5,Movies,Nope +Male,No,Yes,No,5,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,24.95,100.4,Nope,Nope +Male,Yes,Yes,No,7,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),94.7,673.1,Movies,OnlineSecurity +Female,Yes,Yes,No,29,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),99.05,2952.85,FullService,DeviceProtection +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,75.05,75.05,Nope,Nope +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,101.45,101.45,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),48.6,48.6,Nope,OnlineSecurity +Female,Yes,Yes,No,66,MultipleLines,Fiber optic,No,Yes,One year,Yes,Credit card (automatic),105.95,6975.25,FullService,DeviceProtection +Female,Yes,No,No,27,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),88.3,2467.75,Movies,DeviceProtection +Male,No,No,No,17,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,51.5,900.5,Nope,Nope +Male,Yes,Yes,No,27,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.5,1893.95,Nope,Nope +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.85,167.3,Movies,DeviceProtection +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,79.65,152.7,TV,Nope +Female,No,No,No,29,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,30.6,856.35,Nope,Nope +Male,No,Yes,Yes,61,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,106.0,6547.7,FullService,OnlineSecurity +Male,Yes,No,No,46,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,85.0,3969.4,Movies,OnlineSecurity +Female,No,No,No,42,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,105.2,4400.75,FullService,FullSecurity +Male,No,No,No,16,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),89.05,1448.6,Movies,Nope +Female,Yes,No,No,4,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),99.8,442.85,FullService,DeviceProtection +Male,No,No,No,16,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.7,342.4,Nope,Nope +Male,No,No,No,58,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),103.25,6017.65,FullService,DeviceProtection +Female,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.4,281.0,Nope,Nope +Male,Yes,No,No,20,SingleLine,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),71.3,1389.2,Nope,Nope +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,76.0,76.0,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.3,19.3,Nope,Nope +Female,No,Yes,No,54,MultipleLines,DSL,No,No,One year,Yes,Credit card (automatic),70.15,3715.65,FullService,Nope +Male,No,No,No,53,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),85.45,4517.25,TV,Nope +Female,Yes,Yes,No,25,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,98.5,2514.5,FullService,DeviceProtection +Female,Yes,No,No,42,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),104.75,4323.45,FullService,DeviceProtection +Female,No,Yes,Yes,6,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,80.5,502.85,Nope,Nope +Female,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,91.4,193.6,TV,DeviceProtection +Male,No,No,No,1,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),90.85,90.85,Movies,Nope +Male,No,Yes,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,23.45,23.45,Nope,Nope +Male,No,No,No,5,Nope,DSL,No,Yes,Month-to-month,No,Mailed check,40.0,223.45,Nope,FullSecurity +Male,No,Yes,Yes,29,SingleLine,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),94.65,2649.15,FullService,OnlineSecurity +Male,No,No,Yes,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.35,74.35,Nope,Nope +Male,No,Yes,Yes,23,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,99.85,2331.3,FullService,OnlineSecurity +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,Nope,Nope +Female,No,No,Yes,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.3,909.25,Nope,OnlineSecurity +Female,Yes,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.85,292.8,TV,Nope +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.3,75.3,Nope,Nope +Female,No,Yes,No,55,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,77.75,4458.15,Nope,DeviceProtection +Female,No,No,No,3,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,55.3,196.15,Movies,Nope +Female,No,No,No,10,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.85,953.45,Movies,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.45,85.45,TV,DeviceProtection +Female,Yes,No,No,13,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.8,1308.1,FullService,OnlineSecurity +Female,Yes,No,No,30,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,40.3,1172.95,TV,DeviceProtection +Male,No,No,Yes,27,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,79.5,2180.55,Nope,Nope +Male,No,Yes,Yes,68,MultipleLines,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),75.8,5293.95,Movies,DeviceProtection +Male,No,Yes,Yes,14,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,65.45,937.6,TV,OnlineSecurity +Female,No,No,No,16,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,53.9,834.15,Nope,Nope +Male,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.7,316.9,Nope,Nope +Female,No,Yes,Yes,3,Nope,DSL,No,Yes,Month-to-month,Yes,Mailed check,31.0,95.05,Nope,Nope +Female,No,No,No,1,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,60.15,60.15,Movies,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.95,69.95,Nope,Nope +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,44.35,81.25,Nope,Nope +Female,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.55,166.3,Nope,Nope +Male,No,Yes,Yes,19,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Electronic check,103.3,2012.7,FullService,DeviceProtection +Female,No,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,87.05,762.1,TV,Nope +Male,No,Yes,Yes,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),89.55,185.55,FullService,Nope +Female,No,Yes,Yes,21,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,102.8,2110.15,FullService,DeviceProtection +Female,No,No,No,42,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,105.2,4400.75,FullService,FullSecurity +Male,No,No,No,26,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,89.8,2335.3,TV,DeviceProtection +Male,No,Yes,Yes,65,SingleLine,DSL,No,Yes,Two year,Yes,Bank transfer (automatic),74.8,4820.15,FullService,OnlineSecurity +Male,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.3,264.8,Movies,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.05,70.05,Nope,Nope +Female,No,Yes,No,42,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,50.25,2203.65,Nope,Nope +Male,Yes,Yes,No,17,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),100.45,1622.45,FullService,DeviceProtection +Female,No,No,No,18,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.05,1740.7,FullService,OnlineSecurity +Female,No,No,No,5,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,89.35,461.7,Movies,Nope +Female,No,Yes,Yes,3,Nope,DSL,No,Yes,Month-to-month,Yes,Mailed check,31.0,95.05,Nope,Nope +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),70.0,153.05,Nope,Nope +Male,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),96.5,492.55,FullService,DeviceProtection +Female,Yes,No,No,15,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,89.85,1424.95,Movies,Nope +Female,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.15,20.15,Nope,Nope +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,35.55,35.55,Movies,Nope +Female,Yes,Yes,Yes,34,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,79.6,2718.3,Nope,Nope +Female,No,No,No,25,MultipleLines,No,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,692.1,Nope,Nope +Female,No,Yes,Yes,48,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),103.25,5037.55,FullService,OnlineSecurity +Male,No,Yes,Yes,33,SingleLine,DSL,No,Yes,One year,Yes,Mailed check,73.9,2405.05,FullService,DeviceProtection +Male,No,No,No,1,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,59.85,59.85,TV,Nope +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,44.65,74.9,Nope,Nope +Male,Yes,Yes,No,33,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.5,3105.55,FullService,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.3,45.3,Nope,Nope +Male,Yes,Yes,No,43,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.0,4388.4,FullService,Nope +Female,No,No,No,9,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),44.2,403.35,Nope,Nope +Female,Yes,No,No,3,Nope,DSL,No,No,Month-to-month,No,Electronic check,25.3,77.75,Nope,Nope +Male,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.8,58.15,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.05,45.05,Nope,Nope +Male,No,Yes,Yes,39,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,86.3,3266.0,TV,Nope +Male,No,No,No,11,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,74.95,815.5,Nope,Nope +Male,Yes,Yes,Yes,66,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),99.5,6822.15,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,79.6,79.6,Movies,Nope +Male,Yes,Yes,No,53,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.9,5549.4,FullService,Nope +Male,No,No,No,3,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,49.15,169.05,Nope,DeviceProtection +Male,No,No,No,3,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,55.15,159.15,TV,Nope +Male,No,Yes,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.65,301.4,Nope,Nope +Male,No,Yes,Yes,37,Nope,DSL,Yes,No,Month-to-month,No,Bank transfer (automatic),40.2,1448.8,Nope,FullSecurity +Female,Yes,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),92.45,6440.25,FullService,FullSecurity +Male,No,No,No,26,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,80.5,2088.8,Nope,Nope +Male,No,Yes,Yes,9,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,29.95,248.95,Nope,Nope +Female,Yes,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.75,606.25,Nope,Nope +Male,No,Yes,No,55,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,96.75,5238.9,TV,OnlineSecurity +Male,No,No,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,19.25,Nope,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.8,45.8,Nope,Nope +Female,No,No,No,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,88.95,355.2,Movies,Nope +Female,No,Yes,No,2,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),79.7,165.0,Nope,DeviceProtection +Male,Yes,No,No,22,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),90.5,1910.6,TV,Nope +Female,No,Yes,Yes,31,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,104.2,3243.45,FullService,DeviceProtection +Female,No,No,Yes,39,Nope,DSL,No,No,Month-to-month,No,Credit card (automatic),30.1,1131.3,Nope,DeviceProtection +Female,No,Yes,Yes,14,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),89.65,1208.35,Movies,Nope +Female,No,No,No,9,SingleLine,DSL,Yes,Yes,Month-to-month,No,Mailed check,66.25,620.55,TV,Nope +Female,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),79.35,79.35,TV,Nope +Male,Yes,No,No,12,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Mailed check,83.8,1029.75,Nope,DeviceProtection +Female,No,Yes,No,48,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),45.3,2145.0,Movies,FullSecurity +Male,Yes,Yes,No,36,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.1,3021.6,Movies,Nope +Male,Yes,Yes,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.0,2642.05,Movies,Nope +Male,No,Yes,Yes,25,SingleLine,Fiber optic,No,No,One year,Yes,Electronic check,90.4,2178.6,FullService,Nope +Female,No,Yes,Yes,49,MultipleLines,Fiber optic,Yes,No,One year,No,Mailed check,100.45,4941.8,FullService,Nope +Male,No,Yes,No,70,MultipleLines,Fiber optic,Yes,Yes,One year,No,Credit card (automatic),115.65,7968.85,FullService,FullSecurity +Female,Yes,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),92.45,6440.25,FullService,FullSecurity +Male,No,No,No,12,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Mailed check,112.95,1384.75,FullService,DeviceProtection +Female,No,Yes,No,53,SingleLine,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),94.85,5000.2,FullService,DeviceProtection +Female,No,No,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,84.7,832.05,TV,OnlineSecurity +Male,No,No,No,16,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.25,1483.25,FullService,OnlineSecurity +Male,No,Yes,Yes,68,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,113.15,7856.0,FullService,FullSecurity +Male,No,Yes,Yes,60,SingleLine,Fiber optic,Yes,No,One year,No,Electronic check,90.95,5453.4,TV,DeviceProtection +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,89.15,89.15,FullService,Nope +Female,No,No,No,4,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,24.25,96.05,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,69.55,69.55,Nope,Nope +Female,No,No,No,6,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,90.1,521.3,TV,Nope +Male,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.5,242.05,TV,Nope +Male,Yes,Yes,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.4,74.4,Nope,Nope +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Electronic check,103.4,7372.65,FullService,DeviceProtection +Male,Yes,Yes,No,20,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,73.65,1463.5,Nope,Nope +Male,No,Yes,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.9,2447.95,Nope,DeviceProtection +Male,No,Yes,No,68,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.0,7611.85,FullService,DeviceProtection +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,No,Bank transfer (automatic),24.8,24.8,Nope,Nope +Male,No,No,No,7,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.25,669.0,FullService,Nope +Female,No,Yes,Yes,57,SingleLine,DSL,No,No,One year,Yes,Bank transfer (automatic),70.1,3913.3,FullService,OnlineSecurity +Male,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.8,620.35,Movies,Nope +Female,Yes,No,No,3,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.4,205.05,Nope,Nope +Male,No,No,Yes,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,25.3,25.3,Nope,Nope +Female,No,No,No,19,Nope,DSL,No,No,One year,Yes,Credit card (automatic),44.85,893.55,FullService,Nope +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.5,74.5,Nope,Nope +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,109.25,8109.8,FullService,DeviceProtection +Male,Yes,Yes,Yes,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),80.45,583.45,TV,Nope +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),69.8,134.7,Nope,Nope +Female,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.55,622.9,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.3,19.3,Nope,Nope +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,44.35,81.25,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,42.9,42.9,Nope,Nope +Female,Yes,Yes,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,76.4,76.4,Nope,Nope +Female,No,Yes,Yes,12,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,229.6,Nope,Nope +Female,No,No,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.45,1422.1,Movies,DeviceProtection +Male,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,74.85,156.4,Nope,Nope +Male,No,No,No,4,MultipleLines,DSL,No,No,Month-to-month,No,Credit card (automatic),51.75,201.1,Nope,Nope +Male,No,No,No,1,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.15,79.15,Nope,Nope +Male,No,No,Yes,31,MultipleLines,DSL,Yes,Yes,One year,Yes,Mailed check,79.45,2587.7,FullService,Nope +Female,No,Yes,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.7,141.45,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,20.6,Nope,Nope +Female,No,Yes,Yes,3,Nope,DSL,No,Yes,Month-to-month,Yes,Mailed check,31.0,95.05,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.85,84.85,TV,DeviceProtection +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.15,98.5,Nope,Nope +Male,No,Yes,No,60,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,95.75,5742.9,TV,DeviceProtection +Male,Yes,No,No,2,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.1,180.25,Movies,DeviceProtection +Female,No,No,No,1,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,60.15,60.15,Movies,Nope +Female,No,Yes,Yes,21,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,102.8,2110.15,FullService,DeviceProtection +Female,No,No,Yes,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.3,909.25,Nope,OnlineSecurity +Male,Yes,Yes,No,29,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,95.9,2745.2,Movies,DeviceProtection +Female,No,No,No,42,SingleLine,DSL,Yes,Yes,One year,No,Credit card (automatic),73.9,3160.55,Movies,FullSecurity +Female,Yes,Yes,No,1,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,90.6,90.6,TV,Nope +Female,Yes,No,No,43,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.15,4600.7,FullService,OnlineSecurity +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,53.5,53.5,TV,Nope +Female,No,Yes,No,9,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,89.45,853.1,FullService,Nope +Male,Yes,No,No,8,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,74.5,606.55,Nope,Nope +Female,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.15,196.9,FullService,Nope +Female,No,No,Yes,46,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,4822.85,FullService,OnlineSecurity +Female,Yes,No,No,56,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,111.95,6418.9,FullService,DeviceProtection +Male,Yes,Yes,No,32,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,104.9,3351.55,FullService,DeviceProtection +Male,No,No,No,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,83.2,1060.6,TV,DeviceProtection +Male,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.8,620.35,Movies,Nope +Female,No,No,No,56,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,73.85,4092.85,Nope,Nope +Male,No,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.45,1059.55,TV,Nope +Male,No,No,No,10,MultipleLines,DSL,No,No,Month-to-month,Yes,Credit card (automatic),72.15,794.25,FullService,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.85,84.85,TV,DeviceProtection +Female,No,No,No,34,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,109.8,3587.25,FullService,FullSecurity +Male,No,Yes,No,40,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.3,4113.1,FullService,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.15,70.15,Nope,Nope +Male,No,Yes,No,35,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.2,2576.2,Nope,Nope +Female,No,Yes,No,34,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,97.65,3207.55,FullService,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,46.3,46.3,Nope,Nope +Male,Yes,Yes,No,58,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.7,5812.6,FullService,DeviceProtection +Female,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.55,187.45,TV,Nope +Male,Yes,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Bank transfer (automatic),66.4,94.55,TV,FullSecurity +Female,Yes,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.45,70.45,Nope,Nope +Male,No,No,No,31,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,55.25,1715.65,Nope,DeviceProtection +Male,Yes,No,No,10,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,72.85,688.65,Nope,Nope +Female,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,75.45,480.75,Nope,Nope +Male,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,95.0,655.5,FullService,Nope +Female,No,No,No,18,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),99.85,1776.95,FullService,Nope +Male,No,Yes,No,14,Nope,DSL,No,No,Month-to-month,No,Electronic check,46.35,667.7,FullService,Nope +Female,No,Yes,No,37,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),78.95,2839.65,Nope,DeviceProtection +Female,No,No,No,10,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,98.5,1058.25,FullService,Nope +Male,Yes,Yes,No,51,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),93.8,4750.95,TV,FullSecurity +Female,Yes,No,No,28,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,106.15,3152.5,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.95,69.95,Nope,Nope +Male,No,Yes,No,9,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Mailed check,94.85,890.6,TV,DeviceProtection +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.0,85.0,Movies,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,Nope,Nope +Male,No,Yes,No,2,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,94.2,167.5,FullService,Nope +Female,Yes,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.85,292.8,TV,Nope +Female,No,Yes,Yes,49,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.95,5293.2,FullService,DeviceProtection +Female,No,No,No,19,Nope,DSL,No,No,One year,Yes,Credit card (automatic),44.85,893.55,FullService,Nope +Female,Yes,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.3,235.5,Nope,Nope +Male,No,No,No,69,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),104.7,7220.35,FullService,Nope +Female,No,No,No,4,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.65,191.05,Nope,Nope +Male,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,77.85,299.2,TV,Nope +Female,No,No,No,25,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),79.85,2015.35,Nope,OnlineSecurity +Female,Yes,Yes,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.0,613.4,Movies,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.3,45.3,Nope,Nope +Male,No,No,No,24,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),49.55,1210.4,Nope,OnlineSecurity +Female,No,No,No,4,SingleLine,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),68.65,261.25,FullService,Nope +Female,Yes,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.85,751.65,TV,Nope +Female,No,Yes,No,33,SingleLine,Fiber optic,No,Yes,One year,Yes,Electronic check,103.75,3361.05,FullService,FullSecurity +Male,No,No,No,1,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.05,24.05,Nope,Nope +Male,Yes,Yes,No,37,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,92.5,3473.4,FullService,Nope +Male,Yes,Yes,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,85.55,851.75,Movies,Nope +Female,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.7,85.7,TV,Nope +Female,No,No,No,3,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Electronic check,63.6,155.65,TV,Nope +Female,No,No,No,60,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,50.8,3027.4,FullService,Nope +Female,No,No,No,18,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.2,1553.9,TV,Nope +Male,No,No,No,69,MultipleLines,DSL,Yes,Yes,One year,Yes,Credit card (automatic),78.6,5356.45,Movies,FullSecurity +Female,No,Yes,Yes,14,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),90.9,1259.0,Movies,Nope +Male,No,Yes,No,5,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,85.4,401.1,Nope,Nope +Female,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,80.05,80.05,TV,Nope +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.35,75.35,Nope,Nope +Female,No,Yes,No,37,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,99.2,3754.6,Movies,FullSecurity +Male,No,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.05,1148.1,FullService,Nope +Male,Yes,Yes,No,41,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.8,4259.3,FullService,DeviceProtection +Female,No,Yes,Yes,17,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,104.2,1743.5,FullService,FullSecurity +Female,Yes,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,73.0,73.0,Nope,Nope +Female,Yes,No,No,21,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,41.9,840.1,TV,OnlineSecurity +Male,No,No,No,20,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.7,1761.45,TV,DeviceProtection +Female,No,No,No,35,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.45,3029.1,TV,Nope +Male,Yes,Yes,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.6,279.55,FullService,Nope +Female,No,Yes,Yes,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),91.05,2954.5,Movies,DeviceProtection +Male,No,No,No,11,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,73.85,926.25,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,Nope,Nope +Female,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.7,169.8,Movies,Nope +Male,No,No,Yes,20,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.4,374.5,Nope,Nope +Female,No,No,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,84.7,832.05,TV,OnlineSecurity +Female,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,70.75,146.9,FullService,OnlineSecurity +Female,Yes,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),76.45,503.6,Nope,OnlineSecurity +Female,No,Yes,Yes,22,SingleLine,DSL,Yes,No,Month-to-month,No,Mailed check,61.15,1422.05,Nope,FullSecurity +Male,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.1,79.1,TV,Nope +Male,Yes,Yes,No,30,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,79.65,2365.15,Nope,DeviceProtection +Male,Yes,Yes,No,27,Nope,DSL,No,No,Month-to-month,No,Credit card (automatic),30.75,805.1,Nope,OnlineSecurity +Female,No,Yes,Yes,21,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,102.8,2110.15,FullService,DeviceProtection +Female,No,Yes,Yes,1,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),44.35,44.35,Nope,Nope +Male,No,No,No,58,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),103.25,6017.65,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,50.9,50.9,Nope,DeviceProtection +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),46.2,46.2,Nope,Nope +Female,No,No,No,2,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,30.9,59.05,Nope,Nope +Male,No,No,No,12,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,56.65,654.85,Nope,OnlineSecurity +Female,Yes,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.85,292.8,TV,Nope +Female,No,Yes,No,35,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.3,2416.55,Nope,Nope +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,No,Mailed check,29.7,29.7,Nope,OnlineSecurity +Female,No,Yes,No,6,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.3,545.2,FullService,DeviceProtection +Female,No,Yes,Yes,22,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,83.3,1845.9,Movies,Nope +Female,Yes,No,No,8,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.65,164.3,Nope,Nope +Female,No,Yes,No,54,MultipleLines,Fiber optic,Yes,Yes,One year,No,Electronic check,110.35,5893.15,FullService,DeviceProtection +Female,Yes,Yes,No,26,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,93.85,2381.55,Movies,DeviceProtection +Male,No,No,Yes,38,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),99.25,3777.15,FullService,DeviceProtection +Female,No,No,No,25,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.25,2387.75,FullService,Nope +Female,No,No,Yes,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),94.2,193.8,FullService,Nope +Male,Yes,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,77.0,237.75,Nope,Nope +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.0,85.0,Movies,Nope +Female,No,Yes,Yes,50,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),84.4,4116.15,TV,Nope +Male,No,No,No,10,Nope,DSL,No,No,Month-to-month,No,Mailed check,29.5,255.25,Nope,DeviceProtection +Female,No,No,No,31,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),79.85,2404.15,Nope,Nope +Female,Yes,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,71.0,71.0,Nope,Nope +Female,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,59.75,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.7,45.7,Nope,Nope +Female,No,No,No,12,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Mailed check,61.65,713.75,Nope,FullSecurity +Male,Yes,Yes,No,17,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,76.45,1233.4,Nope,Nope +Female,No,Yes,Yes,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),84.75,264.85,Movies,Nope +Female,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,59.75,Nope,Nope +Female,No,No,No,9,Nope,DSL,No,Yes,Month-to-month,No,Mailed check,58.5,539.85,FullService,FullSecurity +Male,No,Yes,Yes,7,SingleLine,DSL,No,No,One year,Yes,Electronic check,49.75,331.3,Nope,OnlineSecurity +Male,No,Yes,No,5,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,126.05,Nope,Nope +Female,No,Yes,Yes,69,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,103.95,7446.9,FullService,DeviceProtection +Female,No,No,No,9,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.15,416.45,Nope,Nope +Female,No,No,No,8,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,49.85,365.55,Nope,OnlineSecurity +Male,No,Yes,Yes,31,Nope,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),35.4,1077.5,Nope,OnlineSecurity +Male,No,Yes,No,66,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,104.05,6890.0,FullService,Nope +Male,Yes,No,No,9,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),99.45,919.4,FullService,Nope +Male,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),98.05,713.0,FullService,DeviceProtection +Male,No,No,No,6,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,84.4,556.35,Movies,Nope +Female,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.55,20.55,Nope,Nope +Female,Yes,No,No,3,Nope,DSL,No,No,Month-to-month,No,Electronic check,25.3,77.75,Nope,Nope +Male,Yes,Yes,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,85.3,2661.1,Movies,Nope +Male,No,Yes,Yes,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.35,834.2,Nope,Nope +Male,No,No,No,14,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,50.75,712.75,FullService,DeviceProtection +Male,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.8,713.1,Movies,Nope +Male,No,Yes,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.45,498.1,FullService,DeviceProtection +Female,No,No,No,4,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,46.0,193.6,Nope,Nope +Female,No,Yes,Yes,68,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,83.0,5685.8,TV,Nope +Male,No,Yes,Yes,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.5,74.5,Nope,Nope +Male,No,No,No,35,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),75.35,2636.05,Nope,Nope +Female,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.55,179.25,Movies,DeviceProtection +Male,Yes,Yes,No,36,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),85.25,3132.75,Movies,Nope +Male,No,Yes,Yes,5,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.9,135.0,Nope,Nope +Male,Yes,Yes,No,27,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.5,1893.95,Nope,Nope +Male,No,Yes,Yes,38,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.65,3624.3,TV,DeviceProtection +Male,No,No,No,1,MultipleLines,DSL,No,Yes,Month-to-month,No,Mailed check,62.05,62.05,Nope,DeviceProtection +Female,No,No,No,38,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),84.25,3264.5,Nope,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.85,69.85,Nope,Nope +Male,No,Yes,Yes,20,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.2,1776.55,FullService,Nope +Female,No,No,No,35,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.45,3029.1,TV,Nope +Female,Yes,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,25.2,25.2,Nope,Nope +Female,No,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),100.15,1164.3,FullService,DeviceProtection +Male,Yes,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.7,93.7,Nope,Nope +Female,No,No,No,34,MultipleLines,DSL,Yes,Yes,One year,Yes,Mailed check,64.4,2088.75,Nope,OnlineSecurity +Male,No,No,No,3,Nope,DSL,Yes,No,Month-to-month,Yes,Mailed check,35.45,106.85,Nope,OnlineSecurity +Male,Yes,Yes,No,25,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,89.05,2177.45,Movies,OnlineSecurity +Female,No,Yes,No,18,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,39.05,669.85,TV,DeviceProtection +Male,No,No,No,44,Nope,DSL,Yes,No,One year,Yes,Mailed check,53.95,2375.4,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.3,45.3,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,Nope,Nope +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,85.45,85.45,Movies,Nope +Male,No,Yes,Yes,23,MultipleLines,DSL,No,No,One year,Yes,Credit card (automatic),48.35,1067.15,Nope,Nope +Female,Yes,No,No,10,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,29.65,291.4,Nope,Nope +Male,No,No,Yes,6,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,94.5,575.45,FullService,DeviceProtection +Male,Yes,No,No,25,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,88.95,2291.2,TV,Nope +Male,Yes,Yes,No,47,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.05,4871.05,FullService,DeviceProtection +Male,No,Yes,No,51,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.65,4812.75,FullService,Nope +Female,No,No,No,4,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,60.4,272.15,Nope,OnlineSecurity +Female,Yes,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),75.05,256.25,Nope,Nope +Female,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),90.8,809.75,FullService,Nope +Male,No,No,No,11,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,74.95,815.5,Nope,Nope +Male,No,Yes,Yes,23,MultipleLines,DSL,No,No,One year,Yes,Credit card (automatic),48.35,1067.15,Nope,Nope +Female,No,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),100.15,1164.3,FullService,DeviceProtection +Female,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.1,69.1,Nope,Nope +Female,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),74.25,639.65,Nope,OnlineSecurity +Male,Yes,Yes,No,36,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.1,3021.6,Movies,Nope +Female,No,No,No,10,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),81.0,818.05,Nope,Nope +Male,No,No,No,2,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,25.05,56.35,Nope,Nope +Female,No,No,No,29,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,30.6,856.35,Nope,Nope +Female,No,No,No,2,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,49.6,114.7,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,48.55,48.55,Nope,OnlineSecurity +Female,No,Yes,No,11,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.05,483.7,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,50.5,50.5,Nope,DeviceProtection +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.85,197.7,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,74.6,74.6,Nope,DeviceProtection +Female,No,Yes,Yes,36,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),97.35,3457.9,TV,DeviceProtection +Female,No,No,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,85.5,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.1,89.1,FullService,Nope +Male,No,No,No,58,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),103.25,6017.65,FullService,DeviceProtection +Male,No,No,No,2,Nope,DSL,Yes,Yes,Month-to-month,Yes,Credit card (automatic),40.4,77.15,Nope,DeviceProtection +Female,Yes,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.85,372.45,Movies,DeviceProtection +Male,Yes,Yes,No,53,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.9,5549.4,FullService,Nope +Male,No,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),69.75,69.75,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.2,69.2,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,20.3,Nope,Nope +Female,No,No,No,9,Nope,DSL,No,Yes,Month-to-month,No,Mailed check,58.5,539.85,FullService,FullSecurity +Male,No,Yes,No,42,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),106.15,4512.7,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.8,80.8,Movies,Nope +Male,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),101.55,298.35,FullService,DeviceProtection +Female,Yes,Yes,No,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,81.0,371.65,Nope,Nope +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,80.75,159.45,Movies,Nope +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,79.55,79.55,Nope,DeviceProtection +Male,Yes,Yes,No,57,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,100.6,5746.15,FullService,DeviceProtection +Female,No,No,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.75,1129.75,FullService,DeviceProtection +Male,No,No,No,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Mailed check,104.1,541.9,FullService,DeviceProtection +Female,No,No,No,13,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,96.65,1244.5,TV,OnlineSecurity +Female,No,No,No,23,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.15,1676.95,Nope,Nope +Female,No,No,No,39,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,50.75,2011.4,FullService,DeviceProtection +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,94.95,178.1,FullService,DeviceProtection +Female,No,No,No,14,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,75.35,1025.95,Nope,DeviceProtection +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,Nope,Nope +Male,Yes,Yes,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.1,95.1,FullService,Nope +Male,No,Yes,Yes,51,Nope,DSL,Yes,No,One year,No,Electronic check,59.3,3014.65,FullService,FullSecurity +Male,No,Yes,No,60,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,95.75,5742.9,TV,DeviceProtection +Female,No,No,No,2,SingleLine,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),49.05,91.1,Nope,Nope +Male,No,Yes,Yes,20,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.2,1776.55,FullService,Nope +Female,Yes,No,No,56,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),104.75,5510.65,FullService,DeviceProtection +Male,Yes,Yes,No,43,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.0,4388.4,FullService,Nope +Male,No,No,No,15,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,101.35,1553.95,FullService,DeviceProtection +Female,No,Yes,Yes,39,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,89.55,3474.45,Nope,DeviceProtection +Female,No,Yes,Yes,33,MultipleLines,No,No internet service,No internet service,Two year,Yes,Mailed check,24.5,740.3,Nope,Nope +Male,Yes,Yes,No,27,Nope,DSL,No,No,Month-to-month,No,Bank transfer (automatic),36.5,1032.0,Movies,Nope +Male,Yes,Yes,Yes,43,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),110.75,4687.9,FullService,DeviceProtection +Male,No,Yes,No,3,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,35.15,99.75,Movies,Nope +Female,Yes,No,No,5,Nope,DSL,No,No,Month-to-month,No,Electronic check,45.7,198.0,FullService,Nope +Male,No,No,No,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,78.45,330.05,Nope,Nope +Male,No,No,No,4,MultipleLines,DSL,No,No,Month-to-month,No,Mailed check,50.4,206.6,Nope,Nope +Female,No,No,No,16,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),95.6,1555.65,Movies,DeviceProtection +Female,No,Yes,No,55,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,77.75,4458.15,Nope,DeviceProtection +Male,No,No,No,1,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.05,24.05,Nope,Nope +Male,No,No,No,36,SingleLine,DSL,Yes,Yes,One year,Yes,Mailed check,65.4,2498.4,Movies,Nope +Male,No,No,No,26,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,89.8,2335.3,TV,DeviceProtection +Male,No,No,No,3,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,49.9,130.1,Nope,Nope +Male,Yes,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.8,546.95,TV,Nope +Male,No,No,No,9,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,178.5,Nope,Nope +Male,No,Yes,Yes,19,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,100.95,1875.55,FullService,Nope +Female,No,No,No,3,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.1,246.5,Nope,OnlineSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,Nope,Nope +Female,No,Yes,No,35,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.3,2416.55,Nope,Nope +Male,Yes,Yes,No,36,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,96.5,3436.1,FullService,Nope +Male,No,No,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),86.05,834.1,TV,Nope +Male,No,No,No,22,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),101.35,2317.1,FullService,OnlineSecurity +Male,No,No,No,33,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,68.25,2171.15,Nope,Nope +Female,Yes,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.3,235.5,Nope,Nope +Male,Yes,No,No,9,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),99.45,919.4,FullService,Nope +Male,No,No,No,2,MultipleLines,DSL,No,No,Month-to-month,No,Bank transfer (automatic),62.05,118.3,Movies,Nope +Female,No,No,Yes,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.3,909.25,Nope,OnlineSecurity +Female,No,No,No,4,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Electronic check,105.65,443.9,FullService,DeviceProtection +Male,No,Yes,Yes,17,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.4,1539.45,TV,FullSecurity +Female,Yes,No,No,5,Nope,DSL,Yes,No,Month-to-month,No,Electronic check,28.45,131.05,Nope,Nope +Female,Yes,No,No,22,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.4,1692.6,Nope,Nope +Male,Yes,Yes,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.1,467.55,Nope,Nope +Female,Yes,No,No,47,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.2,3969.35,Nope,DeviceProtection +Male,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,77.85,299.2,TV,Nope +Male,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.8,713.1,Movies,Nope +Female,No,No,No,5,MultipleLines,DSL,No,No,Month-to-month,Yes,Mailed check,50.6,249.95,Nope,Nope +Female,No,Yes,Yes,28,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.05,2227.1,Movies,Nope +Female,Yes,No,No,25,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.7,2187.55,Movies,Nope +Female,No,No,No,6,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.05,434.5,Nope,OnlineSecurity +Female,No,Yes,No,6,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,146.3,Nope,Nope +Male,Yes,Yes,Yes,66,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),79.4,5154.6,TV,FullSecurity +Male,No,Yes,No,6,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,82.85,460.25,TV,Nope +Male,Yes,No,No,3,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,41.15,132.2,Movies,DeviceProtection +Female,No,No,No,2,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),87.15,183.75,TV,Nope +Female,No,Yes,No,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,91.65,365.4,TV,Nope +Male,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.45,370.65,FullService,Nope +Female,No,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.65,321.65,TV,Nope +Female,No,Yes,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.7,141.45,Nope,Nope +Male,Yes,Yes,No,44,MultipleLines,Fiber optic,Yes,No,One year,No,Mailed check,88.4,3912.9,Movies,Nope +Male,Yes,No,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.6,1281.0,TV,Nope +Male,No,No,No,3,Nope,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,36.85,108.7,Nope,Nope +Female,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,74.45,74.45,Nope,Nope +Male,No,Yes,Yes,50,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),103.85,5017.9,FullService,DeviceProtection +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.0,94.0,FullService,Nope +Female,No,No,No,13,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.35,1358.85,FullService,OnlineSecurity +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.35,75.35,Nope,Nope +Female,No,No,No,9,SingleLine,DSL,Yes,Yes,Month-to-month,No,Mailed check,66.25,620.55,TV,Nope +Female,No,No,No,4,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,60.4,272.15,Nope,OnlineSecurity +Female,No,No,Yes,18,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,35.0,553.0,Movies,Nope +Male,No,Yes,Yes,19,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Electronic check,103.3,2012.7,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,53.5,53.5,TV,Nope +Female,No,No,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.5,837.95,Nope,Nope +Female,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,79.65,604.7,Nope,OnlineSecurity +Male,Yes,Yes,No,39,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.65,4284.8,FullService,DeviceProtection +Female,No,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.75,889.9,FullService,Nope +Female,No,Yes,Yes,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,50.45,50.45,Nope,DeviceProtection +Female,No,No,No,23,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),75.6,1758.6,Nope,Nope +Female,No,Yes,No,28,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,104.8,3046.05,FullService,DeviceProtection +Female,Yes,No,No,15,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,89.85,1424.95,Movies,Nope +Male,Yes,Yes,No,53,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.9,5549.4,FullService,Nope +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),70.7,140.7,Nope,Nope +Male,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.3,264.8,Movies,Nope +Male,Yes,No,No,15,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.4,1156.1,Movies,Nope +Male,No,Yes,Yes,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.35,834.2,Nope,Nope +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.85,93.85,FullService,Nope +Female,Yes,Yes,No,37,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.5,2868.15,Nope,Nope +Female,No,Yes,Yes,41,MultipleLines,DSL,Yes,Yes,Month-to-month,No,Credit card (automatic),79.9,3326.2,Movies,FullSecurity +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,Nope,Nope +Female,Yes,Yes,No,34,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.25,3217.55,Movies,DeviceProtection +Female,Yes,Yes,No,66,MultipleLines,DSL,Yes,No,Two year,Yes,Bank transfer (automatic),80.55,5265.1,FullService,DeviceProtection +Female,No,Yes,Yes,70,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),93.9,6579.05,Nope,FullSecurity +Female,No,No,No,10,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,98.5,1058.25,FullService,Nope +Male,No,No,No,36,SingleLine,DSL,Yes,Yes,One year,Yes,Mailed check,65.4,2498.4,Movies,Nope +Male,No,Yes,No,65,MultipleLines,Fiber optic,Yes,No,One year,No,Electronic check,89.75,5769.6,Nope,FullSecurity +Female,No,No,No,5,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,89.35,461.7,Movies,Nope +Female,No,Yes,No,54,MultipleLines,Fiber optic,Yes,Yes,One year,No,Electronic check,110.35,5893.15,FullService,DeviceProtection +Male,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.0,70.0,Nope,Nope +Male,Yes,Yes,No,44,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,30.35,1359.7,Nope,Nope +Female,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.15,317.25,Movies,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,50.45,50.45,Nope,DeviceProtection +Male,No,Yes,Yes,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,1107.25,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.9,89.9,FullService,Nope +Male,Yes,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),85.15,503.6,TV,OnlineSecurity +Male,No,No,Yes,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.3,93.3,FullService,Nope +Male,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Nope,Nope +Male,No,Yes,Yes,69,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),99.45,7007.6,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,75.8,75.8,Nope,Nope +Male,No,Yes,Yes,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.5,74.5,Nope,Nope +Female,Yes,Yes,No,65,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,106.25,6979.8,FullService,DeviceProtection +Male,Yes,Yes,No,27,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.5,1893.95,Nope,Nope +Male,Yes,Yes,Yes,1,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),49.25,49.25,Nope,Nope +Male,No,No,No,69,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),104.7,7220.35,FullService,Nope +Female,No,Yes,Yes,17,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,94.4,1607.2,TV,FullSecurity +Male,Yes,No,No,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.8,502.6,Movies,Nope +Female,No,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Nope,Nope +Male,No,No,No,55,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.8,5283.95,FullService,Nope +Male,No,Yes,No,22,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,54.2,1152.7,Nope,OnlineSecurity +Male,No,No,No,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.85,1008.7,Movies,Nope +Male,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,79.25,267.6,TV,Nope +Male,No,No,No,68,MultipleLines,Fiber optic,Yes,Yes,One year,No,Electronic check,108.45,7176.55,FullService,DeviceProtection +Male,No,No,No,2,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,53.85,108.15,Nope,OnlineSecurity +Female,No,Yes,No,6,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,146.3,Nope,Nope +Male,No,No,No,2,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,49.25,90.35,FullService,DeviceProtection +Male,No,Yes,No,14,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.15,1139.2,Movies,Nope +Male,Yes,Yes,No,66,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),100.05,6871.9,FullService,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,90.6,90.6,FullService,Nope +Male,No,Yes,Yes,49,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.8,4872.45,FullService,DeviceProtection +Female,Yes,Yes,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,98.1,1060.2,TV,DeviceProtection +Male,No,Yes,Yes,28,MultipleLines,Fiber optic,Yes,No,One year,No,Electronic check,106.1,2847.4,FullService,OnlineSecurity +Female,No,Yes,Yes,39,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,89.55,3474.45,Nope,DeviceProtection +Male,No,No,Yes,3,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,91.85,257.05,Movies,DeviceProtection +Male,No,No,No,33,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,68.25,2171.15,Nope,Nope +Female,No,No,No,41,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),114.5,4527.45,FullService,FullSecurity +Female,Yes,No,No,10,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,34.7,329.8,Movies,Nope +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,44.35,81.25,Nope,Nope +Male,No,No,No,3,Nope,DSL,No,No,Month-to-month,No,Electronic check,24.75,66.95,Nope,Nope +Female,No,No,No,2,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),87.15,183.75,TV,Nope +Male,Yes,No,No,17,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.05,770.6,Nope,Nope +Male,No,No,Yes,25,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,95.9,2448.75,FullService,Nope +Female,Yes,Yes,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.45,74.45,Nope,Nope +Female,No,No,Yes,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Mailed check,89.6,365.65,TV,Nope +Male,Yes,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,49.25,91.1,Nope,OnlineSecurity +Female,No,No,No,12,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.0,1062.1,FullService,DeviceProtection +Female,Yes,No,No,30,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.7,2967.35,FullService,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,19.3,Nope,Nope +Male,Yes,Yes,No,27,Nope,DSL,No,No,Month-to-month,No,Credit card (automatic),30.75,805.1,Nope,OnlineSecurity +Male,No,No,No,69,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),104.7,7220.35,FullService,Nope +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,84.65,84.65,TV,Nope +Female,No,No,No,15,MultipleLines,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),64.65,994.55,Movies,OnlineSecurity +Female,Yes,Yes,No,14,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.2,1369.8,FullService,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,Nope,Nope +Female,No,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),100.15,1164.3,FullService,DeviceProtection +Female,No,Yes,No,33,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.4,3409.6,FullService,DeviceProtection +Female,No,Yes,No,57,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),104.5,5921.35,FullService,DeviceProtection +Male,No,No,No,1,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,50.45,50.45,Nope,Nope +Female,No,Yes,No,5,MultipleLines,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),67.95,350.3,TV,DeviceProtection +Female,No,No,No,1,MultipleLines,DSL,No,No,Month-to-month,Yes,Mailed check,50.1,50.1,Nope,Nope +Female,No,No,No,21,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,97.35,2119.5,FullService,Nope +Female,No,No,No,44,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),84.8,3862.55,Nope,DeviceProtection +Female,No,No,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.2,474.8,TV,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,20.25,Nope,Nope +Male,No,No,No,11,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,73.85,926.25,Nope,Nope +Female,No,Yes,No,25,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),34.0,853.0,TV,Nope +Female,Yes,Yes,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,98.1,1060.2,TV,DeviceProtection +Female,No,No,No,15,MultipleLines,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),64.65,994.55,Movies,OnlineSecurity +Male,No,No,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.0,740.0,Nope,Nope +Female,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.4,244.65,TV,Nope +Female,No,Yes,No,9,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,48.75,442.2,FullService,DeviceProtection +Male,No,Yes,Yes,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.5,453.75,Nope,FullSecurity +Male,No,No,No,28,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.7,2979.5,FullService,DeviceProtection +Female,No,No,Yes,18,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.15,390.85,Nope,Nope +Female,No,No,No,15,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.75,297.3,Nope,Nope +Male,No,Yes,No,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.5,609.9,Nope,OnlineSecurity +Female,Yes,No,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),95.15,997.65,FullService,Nope +Female,No,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.75,706.6,Nope,Nope +Female,Yes,No,No,18,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,85.45,1505.85,Nope,Nope +Female,Yes,No,No,56,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,111.95,6418.9,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.8,80.8,Movies,Nope +Female,No,No,Yes,12,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.55,480.6,Nope,Nope +Male,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.45,370.65,FullService,Nope +Female,Yes,No,No,16,SingleLine,DSL,No,Yes,Month-to-month,No,Electronic check,59.4,1023.9,TV,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,19.6,Nope,Nope +Male,No,Yes,No,4,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,48.55,201.0,FullService,Nope +Male,No,No,No,10,MultipleLines,DSL,No,No,Month-to-month,Yes,Credit card (automatic),72.15,794.25,FullService,Nope +Female,No,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,75.8,75.8,Nope,Nope +Female,No,Yes,No,54,MultipleLines,Fiber optic,Yes,Yes,One year,No,Electronic check,110.35,5893.15,FullService,DeviceProtection +Male,No,No,No,24,MultipleLines,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),55.65,1400.55,Nope,OnlineSecurity +Female,No,Yes,Yes,58,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.4,5435.6,Movies,OnlineSecurity +Female,Yes,Yes,No,48,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,No,Electronic check,117.45,5438.9,FullService,FullSecurity +Male,No,No,No,11,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,73.85,926.25,Nope,Nope +Male,No,No,No,45,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),100.85,4740.0,FullService,Nope +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,75.05,75.05,Nope,Nope +Female,No,No,No,4,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,24.25,96.05,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,75.3,75.3,Nope,DeviceProtection +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.85,81.0,Nope,Nope +Male,No,Yes,Yes,23,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,99.85,2331.3,FullService,OnlineSecurity +Male,No,No,No,64,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),105.65,6903.1,FullService,Nope +Female,No,Yes,No,24,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),99.3,2431.35,FullService,DeviceProtection +Female,Yes,Yes,No,43,Nope,DSL,Yes,No,Month-to-month,No,Credit card (automatic),55.55,2342.2,FullService,DeviceProtection +Male,Yes,Yes,No,40,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,101.85,4086.3,FullService,OnlineSecurity +Female,No,Yes,Yes,22,SingleLine,DSL,Yes,No,One year,Yes,Bank transfer (automatic),69.5,1498.2,FullService,Nope +Female,Yes,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.85,751.65,TV,Nope +Female,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,70.75,146.9,FullService,OnlineSecurity +Male,No,Yes,No,8,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,75.0,632.95,Nope,OnlineSecurity +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.95,81.95,Movies,Nope +Male,No,No,No,44,Nope,DSL,Yes,No,One year,Yes,Mailed check,53.95,2375.4,FullService,DeviceProtection +Male,No,No,No,10,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.4,1081.45,FullService,FullSecurity +Female,Yes,Yes,No,55,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,85.45,4874.7,Nope,DeviceProtection +Female,No,Yes,Yes,42,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),77.95,3384.0,TV,Nope +Female,No,No,No,60,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,50.8,3027.4,FullService,Nope +Male,No,Yes,No,3,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),79.65,251.75,Nope,Nope +Female,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),90.8,809.75,FullService,Nope +Female,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),75.1,270.7,Nope,Nope +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,25.15,25.15,Nope,Nope +Male,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,33.2,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,94.4,94.4,FullService,DeviceProtection +Male,Yes,No,No,14,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.95,1036.75,Nope,Nope +Female,No,No,No,2,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,45.25,85.5,FullService,Nope +Female,No,No,No,12,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.0,1062.1,FullService,DeviceProtection +Male,No,Yes,Yes,29,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.75,1974.8,Nope,Nope +Female,No,No,No,37,Nope,DSL,No,Yes,Month-to-month,No,Credit card (automatic),28.6,973.55,Nope,Nope +Male,Yes,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,Nope,Nope +Female,No,No,No,35,MultipleLines,DSL,No,Yes,One year,Yes,Credit card (automatic),85.95,3110.1,FullService,FullSecurity +Male,No,No,No,22,Nope,DSL,Yes,No,One year,Yes,Bank transfer (automatic),43.75,903.6,Movies,DeviceProtection +Female,No,No,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.45,1422.1,Movies,DeviceProtection +Female,No,Yes,No,42,Nope,DSL,Yes,Yes,One year,No,Mailed check,33.55,1445.3,Nope,Nope +Male,Yes,Yes,No,32,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,104.9,3351.55,FullService,DeviceProtection +Male,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.95,19.95,Nope,Nope +Male,No,Yes,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.65,301.4,Nope,Nope +Female,No,Yes,Yes,69,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,103.95,7446.9,FullService,DeviceProtection +Male,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.95,228.4,Nope,Nope +Male,No,No,No,4,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,74.4,299.7,FullService,DeviceProtection +Male,No,No,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),94.85,462.8,FullService,Nope +Male,No,No,Yes,6,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,94.5,575.45,FullService,DeviceProtection +Female,No,Yes,No,28,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,104.8,3046.05,FullService,DeviceProtection +Male,No,Yes,No,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,78.75,412.1,Nope,Nope +Female,Yes,No,No,37,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.25,2841.55,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.5,69.5,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,20.0,Nope,Nope +Female,Yes,No,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,91.3,1094.5,TV,Nope +Male,No,No,No,31,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,103.45,3066.45,FullService,DeviceProtection +Female,No,No,No,52,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),111.25,5916.45,FullService,OnlineSecurity +Female,No,No,Yes,3,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,55.1,154.65,Nope,OnlineSecurity +Male,Yes,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,91.4,449.75,FullService,Nope +Male,No,No,Yes,9,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,55.35,449.75,TV,Nope +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,No,Electronic check,35.9,35.9,Movies,Nope +Male,Yes,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,91.4,449.75,FullService,Nope +Female,No,Yes,Yes,22,SingleLine,DSL,Yes,No,One year,Yes,Bank transfer (automatic),69.5,1498.2,FullService,Nope +Male,No,No,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,106.7,1253.9,FullService,DeviceProtection +Female,No,Yes,Yes,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.0,506.9,Nope,Nope +Male,No,No,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,74.15,811.8,Nope,Nope +Female,No,No,No,1,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,50.8,50.8,Nope,Nope +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),69.8,134.7,Nope,Nope +Male,Yes,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.15,92.65,Nope,Nope +Female,Yes,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,36.45,36.45,TV,Nope +Female,Yes,Yes,No,55,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,85.45,4874.7,Nope,DeviceProtection +Male,No,No,No,22,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),101.35,2317.1,FullService,OnlineSecurity +Female,Yes,No,No,37,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),106.75,4056.75,FullService,OnlineSecurity +Female,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),79.35,79.35,TV,Nope +Male,No,Yes,Yes,7,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,34.5,279.25,Nope,OnlineSecurity +Male,No,Yes,No,5,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,126.05,Nope,Nope +Female,No,No,No,14,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),71.0,914.0,Nope,Nope +Female,No,No,No,6,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.05,434.5,Nope,OnlineSecurity +Female,No,Yes,No,37,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.5,3762.0,FullService,DeviceProtection +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.6,86.6,Movies,Nope +Female,No,Yes,Yes,8,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,19.75,145.0,Nope,Nope +Female,No,Yes,Yes,20,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),105.85,2239.65,FullService,DeviceProtection +Female,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),75.1,552.95,Nope,Nope +Female,No,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.95,927.35,Nope,OnlineSecurity +Female,No,No,No,34,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,109.8,3587.25,FullService,FullSecurity +Female,No,No,No,22,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,90.0,1993.8,TV,Nope +Female,No,No,No,14,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,75.35,1025.95,Nope,DeviceProtection +Female,Yes,Yes,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.55,1131.2,FullService,DeviceProtection +Male,Yes,Yes,No,25,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,89.05,2177.45,Movies,OnlineSecurity +Female,No,Yes,No,21,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.5,1808.7,Movies,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.5,69.5,Nope,Nope +Male,Yes,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.45,1200.15,FullService,DeviceProtection +Female,Yes,No,No,26,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.15,2277.65,TV,Nope +Male,No,Yes,No,55,Nope,DSL,No,Yes,Month-to-month,Yes,Bank transfer (automatic),54.55,2978.3,FullService,DeviceProtection +Female,Yes,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,25.8,25.8,Nope,Nope +Male,Yes,No,No,37,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,101.1,3744.05,FullService,DeviceProtection +Female,No,No,No,34,MultipleLines,DSL,Yes,Yes,One year,Yes,Mailed check,64.4,2088.75,Nope,OnlineSecurity +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.75,45.75,Nope,Nope +Female,Yes,No,No,1,Nope,DSL,No,No,Month-to-month,No,Electronic check,25.25,25.25,Nope,Nope +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,68.5,68.5,Nope,Nope +Male,Yes,Yes,No,3,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,36.45,93.7,TV,Nope +Male,No,Yes,No,13,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),102.25,1359.0,FullService,DeviceProtection +Male,No,Yes,No,40,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.3,4113.1,FullService,Nope +Female,Yes,Yes,No,18,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Bank transfer (automatic),99.75,1836.25,FullService,Nope +Male,No,No,No,15,MultipleLines,DSL,Yes,Yes,Month-to-month,Yes,Credit card (automatic),58.6,939.7,Nope,Nope +Female,No,Yes,No,3,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),91.5,242.95,Movies,Nope +Male,Yes,No,No,19,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.85,1471.75,Nope,DeviceProtection +Female,No,No,No,10,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.05,830.7,Nope,Nope +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Nope,Nope +Male,No,No,No,13,Nope,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),45.55,597.0,TV,OnlineSecurity +Female,No,No,No,48,SingleLine,DSL,No,Yes,One year,Yes,Credit card (automatic),60.35,2896.4,Nope,FullSecurity +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.4,70.4,Nope,Nope +Male,Yes,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),85.15,503.6,TV,OnlineSecurity +Male,No,Yes,Yes,52,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Bank transfer (automatic),96.25,4990.25,Movies,DeviceProtection +Male,No,Yes,Yes,61,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,106.0,6547.7,FullService,OnlineSecurity +Male,No,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.45,70.45,Nope,Nope +Female,Yes,No,No,10,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,34.7,329.8,Movies,Nope +Female,Yes,No,No,27,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),88.3,2467.75,Movies,DeviceProtection +Male,No,No,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,76.0,1130.85,Nope,Nope +Male,No,Yes,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),73.85,1284.2,Nope,Nope +Male,No,No,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),94.85,462.8,FullService,Nope +Male,No,No,Yes,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.75,99.75,FullService,DeviceProtection +Male,No,Yes,No,66,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),105.0,7133.25,FullService,DeviceProtection +Male,No,Yes,No,30,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),94.05,2866.45,FullService,Nope +Female,No,No,No,13,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.35,1358.85,FullService,OnlineSecurity +Female,No,No,No,11,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Electronic check,90.15,987.95,TV,Nope +Female,No,Yes,No,56,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,98.25,5508.35,FullService,Nope +Female,Yes,No,No,8,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.65,164.3,Nope,Nope +Female,No,Yes,Yes,36,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),97.35,3457.9,TV,DeviceProtection +Female,Yes,No,No,54,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.5,4370.25,Nope,Nope +Female,Yes,Yes,No,26,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,84.95,2169.75,Movies,Nope +Male,No,Yes,No,30,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),94.05,2866.45,FullService,Nope +Female,No,No,Yes,39,Nope,DSL,No,No,Month-to-month,No,Credit card (automatic),30.1,1131.3,Nope,DeviceProtection +Female,No,No,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,77.5,Nope,Nope +Male,No,No,No,22,MultipleLines,DSL,Yes,No,Month-to-month,No,Electronic check,59.0,1254.7,Nope,OnlineSecurity +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,50.45,50.45,Nope,DeviceProtection +Female,No,Yes,Yes,61,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.15,6010.05,FullService,Nope +Female,No,No,No,13,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.25,1111.65,Nope,DeviceProtection +Female,No,No,No,36,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,87.55,3078.1,Movies,DeviceProtection +Male,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.9,280.85,Nope,DeviceProtection +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),35.25,35.25,Movies,Nope +Male,No,No,No,36,SingleLine,DSL,Yes,Yes,One year,Yes,Mailed check,65.4,2498.4,Movies,Nope +Male,Yes,Yes,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),85.6,1345.55,Movies,Nope +Female,No,No,No,39,SingleLine,Fiber optic,No,Yes,Two year,Yes,Electronic check,80.45,3201.55,Nope,DeviceProtection +Male,Yes,Yes,No,46,Nope,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),59.9,2816.65,FullService,DeviceProtection +Female,No,Yes,No,71,MultipleLines,Fiber optic,No,No,Two year,Yes,Bank transfer (automatic),93.7,6585.35,FullService,Nope +Female,Yes,No,No,56,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,111.95,6418.9,FullService,DeviceProtection +Female,No,No,No,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,88.95,355.2,Movies,Nope +Male,No,Yes,Yes,3,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,56.15,168.15,Nope,DeviceProtection +Male,No,Yes,Yes,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,80.15,385.0,Nope,Nope +Female,No,Yes,Yes,13,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,55.95,734.35,Movies,Nope +Male,No,No,No,4,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,29.65,118.5,Nope,DeviceProtection +Male,Yes,No,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),74.2,1133.9,Nope,Nope +Male,Yes,No,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.35,898.35,FullService,Nope +Female,No,Yes,Yes,21,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,102.8,2110.15,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,50.9,50.9,Nope,DeviceProtection +Male,Yes,Yes,No,66,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,110.85,7491.75,FullService,DeviceProtection +Female,No,No,No,5,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,96.25,512.45,FullService,Nope +Female,No,Yes,No,59,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,101.1,6039.9,FullService,Nope +Female,Yes,Yes,No,24,Nope,DSL,No,No,Month-to-month,Yes,Credit card (automatic),40.65,933.3,Movies,DeviceProtection +Male,No,No,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.0,740.0,Nope,Nope +Female,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.7,85.7,TV,Nope +Male,Yes,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.25,331.9,Nope,Nope +Female,No,Yes,No,9,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),91.75,865.8,Nope,FullSecurity +Male,Yes,Yes,Yes,46,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.7,4541.2,TV,FullSecurity +Female,Yes,Yes,No,68,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.2,6851.65,FullService,Nope +Male,No,No,No,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,90.05,368.1,Movies,Nope +Male,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,74.65,544.55,Nope,DeviceProtection +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,55.0,55.0,Movies,Nope +Female,No,No,No,39,SingleLine,Fiber optic,No,Yes,One year,Yes,Electronic check,95.55,3692.85,TV,FullSecurity +Male,No,Yes,No,12,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Bank transfer (automatic),80.85,866.45,Nope,OnlineSecurity +Male,No,No,No,12,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),45.4,518.9,Nope,Nope +Male,No,No,No,3,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.35,141.5,Nope,Nope +Male,No,Yes,No,40,Nope,DSL,Yes,No,One year,Yes,Electronic check,42.35,1716.45,Nope,FullSecurity +Female,No,Yes,No,11,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),96.2,1222.05,TV,OnlineSecurity +Female,No,Yes,No,18,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,39.05,669.85,TV,DeviceProtection +Female,No,Yes,No,39,SingleLine,Fiber optic,No,Yes,One year,Yes,Credit card (automatic),104.7,4134.85,FullService,FullSecurity +Female,No,Yes,Yes,12,Nope,DSL,Yes,No,Month-to-month,No,Mailed check,29.2,309.1,Nope,Nope +Male,No,No,No,10,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),44.85,435.4,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.25,79.25,Movies,Nope +Female,Yes,Yes,No,35,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.5,3653.35,TV,OnlineSecurity +Male,Yes,No,No,15,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,80.2,1217.25,Nope,Nope +Female,Yes,No,No,47,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.2,3969.35,Nope,DeviceProtection +Male,No,Yes,Yes,39,SingleLine,DSL,No,Yes,One year,No,Credit card (automatic),80.0,3182.95,FullService,FullSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,Nope,Nope +Female,No,No,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.2,474.8,TV,Nope +Male,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.4,229.55,Nope,Nope +Male,No,Yes,Yes,33,SingleLine,DSL,No,Yes,One year,Yes,Mailed check,73.9,2405.05,FullService,DeviceProtection +Female,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.1,69.1,Nope,Nope +Male,No,No,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,92.5,452.7,TV,DeviceProtection +Female,No,No,No,6,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.9,669.45,FullService,DeviceProtection +Female,No,Yes,Yes,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.0,506.9,Nope,Nope +Male,No,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.45,1059.55,TV,Nope +Female,Yes,Yes,Yes,4,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,46.0,181.6,Nope,Nope +Female,No,No,No,12,SingleLine,Fiber optic,No,No,One year,No,Mailed check,95.5,1115.15,FullService,DeviceProtection +Male,No,No,No,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,83.2,1060.6,TV,DeviceProtection +Female,No,No,No,12,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.0,1062.1,FullService,DeviceProtection +Female,No,No,No,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),77.95,305.55,Nope,Nope +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.25,144.55,TV,Nope +Male,No,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.05,1148.1,FullService,Nope +Female,Yes,No,No,56,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),104.75,5510.65,FullService,DeviceProtection +Male,No,Yes,Yes,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),84.8,371.9,Nope,DeviceProtection +Female,Yes,No,No,29,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Electronic check,98.65,2862.75,FullService,Nope +Female,No,Yes,No,35,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.3,2416.55,Nope,Nope +Female,No,No,No,53,MultipleLines,Fiber optic,No,No,One year,Yes,Credit card (automatic),106.95,5785.5,FullService,FullSecurity +Male,No,No,No,34,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,106.35,3549.25,FullService,DeviceProtection +Female,Yes,Yes,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,76.4,76.4,Nope,Nope +Female,No,Yes,Yes,63,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.55,6215.35,TV,FullSecurity +Male,No,Yes,Yes,67,MultipleLines,Fiber optic,Yes,No,One year,No,Electronic check,87.4,5918.8,Nope,DeviceProtection +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,69.65,145.15,Nope,Nope +Female,No,Yes,Yes,14,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),89.65,1208.35,Movies,Nope +Female,No,No,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.75,799.65,Nope,Nope +Male,Yes,Yes,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,85.55,851.75,Movies,Nope +Male,No,No,No,32,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,96.2,3183.4,FullService,Nope +Male,Yes,Yes,No,11,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,214.75,Nope,Nope +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.15,98.5,Nope,Nope +Male,Yes,No,No,21,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),60.05,1236.15,TV,DeviceProtection +Male,No,No,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.45,19.45,Nope,Nope +Male,Yes,Yes,No,24,Nope,DSL,No,No,Month-to-month,No,Bank transfer (automatic),39.1,971.3,Movies,OnlineSecurity +Male,No,Yes,No,3,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,35.15,99.75,Movies,Nope +Male,No,Yes,Yes,29,SingleLine,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),94.65,2649.15,FullService,OnlineSecurity +Male,No,No,Yes,31,MultipleLines,DSL,Yes,Yes,One year,Yes,Mailed check,79.45,2587.7,FullService,Nope +Male,No,Yes,No,13,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),102.25,1359.0,FullService,DeviceProtection +Male,No,No,No,3,Nope,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,36.85,108.7,Nope,Nope +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.65,73.65,Nope,Nope +Male,No,No,No,8,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.15,438.4,Nope,Nope +Male,Yes,Yes,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.6,279.55,FullService,Nope +Female,No,No,Yes,16,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.0,1312.15,TV,Nope +Male,No,No,No,54,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),105.4,5643.4,FullService,OnlineSecurity +Female,Yes,No,No,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.3,940.35,Nope,DeviceProtection +Female,No,Yes,No,72,Nope,DSL,Yes,No,Two year,Yes,Electronic check,54.2,3937.45,FullService,DeviceProtection +Male,No,Yes,Yes,41,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,102.6,4213.35,FullService,DeviceProtection +Male,No,Yes,Yes,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,1107.25,Nope,Nope +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,80.0,80.0,Movies,Nope +Female,Yes,No,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,91.3,1094.5,TV,Nope +Female,No,No,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.75,1052.4,TV,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.8,19.8,Nope,Nope +Male,No,No,No,2,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,53.85,108.15,Nope,OnlineSecurity +Male,No,No,No,13,Nope,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),45.55,597.0,TV,OnlineSecurity +Male,No,No,No,15,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,51.55,765.5,Nope,Nope +Male,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.15,69.15,Nope,Nope +Female,No,No,No,29,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.9,2384.15,TV,Nope +Male,Yes,No,No,5,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,50.35,237.25,Nope,DeviceProtection +Female,No,No,No,3,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Electronic check,85.8,272.2,Movies,Nope +Female,No,No,No,19,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,106.6,1934.45,FullService,FullSecurity +Male,Yes,No,No,8,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Credit card (automatic),100.3,832.35,FullService,OnlineSecurity +Female,No,Yes,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.5,1056.95,FullService,DeviceProtection +Female,No,Yes,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),75.15,496.9,Nope,DeviceProtection +Male,No,No,No,52,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),105.0,5426.85,FullService,DeviceProtection +Female,No,No,No,8,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),103.35,847.3,FullService,OnlineSecurity +Female,Yes,No,No,20,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.1,1782.4,Movies,DeviceProtection +Male,No,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),80.5,463.05,TV,Nope +Female,Yes,Yes,No,34,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.25,3217.55,Movies,DeviceProtection +Male,Yes,No,No,3,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,81.35,233.7,Nope,Nope +Female,Yes,Yes,No,14,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.2,1369.8,FullService,Nope +Female,No,Yes,Yes,63,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.55,6215.35,TV,FullSecurity +Female,No,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),74.3,74.3,Nope,Nope +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.45,95.45,FullService,Nope +Male,No,Yes,Yes,55,SingleLine,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),57.55,3046.4,Nope,OnlineSecurity +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.6,95.6,FullService,OnlineSecurity +Female,No,No,No,7,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.0,137.6,Nope,Nope +Female,No,Yes,Yes,40,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,84.85,3303.05,Nope,DeviceProtection +Male,Yes,Yes,No,32,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),80.3,2483.05,Movies,Nope +Male,No,Yes,No,38,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.45,3013.05,Nope,OnlineSecurity +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,80.85,80.85,Movies,Nope +Male,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.0,340.85,TV,Nope +Female,No,No,Yes,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.95,45.95,Nope,Nope +Female,Yes,Yes,No,68,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.6,6127.6,Movies,Nope +Female,No,No,No,37,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,64.75,2345.2,FullService,Nope +Male,No,No,No,20,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.7,1761.45,TV,DeviceProtection +Male,No,No,No,36,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.75,3050.15,Movies,Nope +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,76.0,76.0,Nope,Nope +Female,No,No,Yes,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Mailed check,89.6,365.65,TV,Nope +Female,No,Yes,Yes,41,SingleLine,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),66.5,2728.6,Movies,Nope +Female,Yes,Yes,Yes,4,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,46.0,181.6,Nope,Nope +Female,Yes,Yes,No,24,Nope,DSL,No,No,Month-to-month,Yes,Credit card (automatic),40.65,933.3,Movies,DeviceProtection +Male,Yes,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.05,231.8,Nope,Nope +Female,Yes,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,86.0,86.0,Movies,Nope +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,No,Electronic check,35.9,35.9,Movies,Nope +Female,Yes,No,No,20,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.15,1520.9,Nope,OnlineSecurity +Male,Yes,No,No,22,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.7,2082.95,FullService,Nope +Male,No,No,Yes,38,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),99.25,3777.15,FullService,DeviceProtection +Female,Yes,No,No,30,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Credit card (automatic),91.7,2758.15,Nope,FullSecurity +Female,No,No,No,13,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,81.15,952.3,Nope,DeviceProtection +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.35,89.5,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,Nope,Nope +Male,No,No,No,12,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Mailed check,112.95,1384.75,FullService,DeviceProtection +Male,No,Yes,No,71,Nope,DSL,Yes,No,Two year,No,Electronic check,49.35,3515.25,FullService,Nope +Male,No,Yes,No,59,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,110.15,6448.05,FullService,FullSecurity +Male,No,No,No,1,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,54.35,54.35,Nope,DeviceProtection +Female,No,No,No,3,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Credit card (automatic),80.1,217.55,Nope,DeviceProtection +Male,No,No,No,69,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Bank transfer (automatic),106.5,7348.8,FullService,DeviceProtection +Female,No,No,Yes,15,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),69.0,994.8,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),69.7,69.7,Nope,Nope +Female,No,Yes,Yes,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,76.35,Nope,Nope +Female,No,Yes,Yes,49,MultipleLines,Fiber optic,Yes,No,One year,No,Mailed check,100.45,4941.8,FullService,Nope +Female,No,No,No,15,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Electronic check,105.1,1582.75,FullService,FullSecurity +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,80.5,80.5,Movies,Nope +Female,Yes,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.6,360.1,Movies,Nope +Male,Yes,No,No,3,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,81.35,233.7,Nope,Nope +Male,No,No,No,11,MultipleLines,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),23.15,245.2,Nope,Nope +Male,No,No,No,24,MultipleLines,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),55.65,1400.55,Nope,OnlineSecurity +Female,Yes,No,No,56,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),104.75,5510.65,FullService,DeviceProtection +Male,No,Yes,No,12,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Bank transfer (automatic),80.85,866.45,Nope,OnlineSecurity +Male,No,No,No,16,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.25,1483.25,FullService,OnlineSecurity +Male,No,No,No,32,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,96.2,3183.4,FullService,Nope +Male,No,Yes,Yes,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),79.35,661.25,Nope,DeviceProtection +Female,Yes,No,No,26,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.15,2277.65,TV,Nope +Female,No,Yes,Yes,12,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.0,233.55,Nope,Nope +Male,Yes,Yes,No,46,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,101.0,4680.05,FullService,DeviceProtection +Female,Yes,Yes,No,27,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),104.3,2867.75,FullService,OnlineSecurity +Female,No,No,No,3,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,50.6,155.35,FullService,Nope +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,45.3,45.3,FullService,Nope +Female,Yes,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.65,142.35,Nope,Nope +Male,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.65,181.5,TV,Nope +Female,No,Yes,Yes,14,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,87.25,1258.6,Movies,DeviceProtection +Male,No,No,No,56,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,5124.6,Movies,Nope +Female,No,Yes,No,50,MultipleLines,Fiber optic,Yes,Yes,One year,No,Electronic check,108.55,5610.7,FullService,OnlineSecurity +Male,No,Yes,Yes,3,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,56.15,168.15,Nope,DeviceProtection +Female,No,Yes,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),44.6,80.55,Nope,Nope +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,Nope,Nope +Female,Yes,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,25.8,25.8,Nope,Nope +Male,No,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),72.2,305.55,Nope,Nope +Male,Yes,Yes,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,74.4,306.6,Nope,Nope +Female,No,No,No,8,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,84.95,668.4,TV,OnlineSecurity +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.25,69.25,Nope,Nope +Female,No,Yes,Yes,9,SingleLine,DSL,Yes,Yes,Month-to-month,No,Mailed check,65.0,663.05,Nope,FullSecurity +Female,No,Yes,No,63,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,107.5,6873.75,FullService,DeviceProtection +Male,Yes,No,No,22,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.7,2082.95,FullService,Nope +Male,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,77.85,299.2,TV,Nope +Male,No,Yes,Yes,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.5,74.5,Nope,Nope +Female,No,No,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),99.7,1238.45,Movies,FullSecurity +Male,No,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),80.5,463.05,TV,Nope +Male,No,No,No,13,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,99.0,1301.7,FullService,Nope +Male,No,No,Yes,40,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,55.25,2139.2,Nope,OnlineSecurity +Female,No,No,Yes,18,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.15,390.85,Nope,Nope +Male,Yes,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.25,585.95,Nope,DeviceProtection +Male,Yes,Yes,No,37,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,92.5,3473.4,FullService,Nope +Female,No,Yes,Yes,22,SingleLine,DSL,Yes,No,Month-to-month,No,Mailed check,61.15,1422.05,Nope,FullSecurity +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,50.45,50.45,Nope,DeviceProtection +Male,No,No,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,92.5,452.7,TV,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,70.9,70.9,Nope,Nope +Female,No,No,No,7,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,59.5,415.95,TV,Nope +Female,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,78.8,78.8,TV,Nope +Female,No,Yes,Yes,10,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),102.1,1068.85,FullService,DeviceProtection +Female,No,No,No,15,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.75,297.3,Nope,Nope +Male,No,Yes,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,50.35,50.35,FullService,DeviceProtection +Female,No,No,No,13,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.35,1358.85,FullService,OnlineSecurity +Female,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.55,179.25,Movies,DeviceProtection +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.3,45.3,Nope,Nope +Female,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.4,69.4,Nope,Nope +Female,No,No,No,39,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,103.45,3994.45,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.25,79.25,Movies,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,55.0,55.0,Movies,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.95,81.95,Movies,Nope +Male,Yes,No,No,55,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.8,5617.75,FullService,OnlineSecurity +Female,No,Yes,Yes,5,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Mailed check,99.15,465.05,FullService,Nope +Male,No,No,No,8,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,30.45,226.45,Nope,OnlineSecurity +Female,No,Yes,Yes,50,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),84.4,4116.15,TV,Nope +Male,No,Yes,No,5,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,24.95,100.4,Nope,Nope +Female,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.9,541.15,Nope,Nope +Female,Yes,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,86.0,86.0,Movies,Nope +Female,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.0,21.0,Nope,Nope +Female,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),74.9,147.15,Nope,Nope +Male,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.6,415.55,TV,Nope +Male,No,Yes,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.35,451.1,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,74.35,74.35,Nope,Nope +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.8,88.8,TV,DeviceProtection +Male,No,Yes,No,70,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),109.5,7534.65,FullService,FullSecurity +Female,No,No,No,12,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),98.9,1120.95,FullService,OnlineSecurity +Male,No,No,No,8,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,30.45,226.45,Nope,OnlineSecurity +Female,No,Yes,Yes,6,SingleLine,DSL,Yes,No,Month-to-month,No,Credit card (automatic),55.9,365.35,Nope,OnlineSecurity +Male,No,Yes,No,41,MultipleLines,DSL,No,No,One year,Yes,Electronic check,73.0,3001.2,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,Nope,Nope +Male,No,No,No,69,MultipleLines,DSL,Yes,Yes,One year,Yes,Credit card (automatic),78.6,5356.45,Movies,FullSecurity +Male,No,Yes,No,71,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),108.6,7690.9,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.55,89.55,FullService,Nope +Male,No,No,No,19,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,39.65,733.35,TV,DeviceProtection +Female,No,No,No,16,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),93.2,1573.7,Movies,DeviceProtection +Male,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.95,19.95,Nope,Nope +Female,No,Yes,No,3,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),91.5,242.95,Movies,Nope +Female,Yes,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,78.95,378.4,Movies,Nope +Female,No,No,No,57,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),112.95,6465.0,FullService,FullSecurity +Female,No,No,No,57,SingleLine,Fiber optic,No,No,Two year,Yes,Electronic check,95.25,5464.65,FullService,DeviceProtection +Female,No,No,Yes,17,MultipleLines,DSL,No,No,One year,Yes,Mailed check,55.85,937.5,Nope,DeviceProtection +Male,No,Yes,Yes,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),84.8,371.9,Nope,DeviceProtection +Female,No,Yes,No,37,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),78.95,2839.65,Nope,DeviceProtection +Female,No,Yes,No,30,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.0,2624.25,Movies,Nope +Female,No,No,No,1,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,80.2,80.2,Nope,Nope +Female,No,Yes,No,11,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),96.2,1222.05,TV,OnlineSecurity +Female,No,No,No,1,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,54.9,54.9,Nope,OnlineSecurity +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.65,70.65,Nope,Nope +Female,No,Yes,No,42,Nope,DSL,Yes,Yes,One year,No,Mailed check,33.55,1445.3,Nope,Nope +Male,No,Yes,Yes,67,MultipleLines,Fiber optic,Yes,No,One year,No,Electronic check,87.4,5918.8,Nope,DeviceProtection +Female,Yes,No,No,29,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Electronic check,98.65,2862.75,FullService,Nope +Male,No,Yes,No,51,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.65,4812.75,FullService,Nope +Female,No,No,No,9,Nope,DSL,No,Yes,Month-to-month,No,Mailed check,58.5,539.85,FullService,FullSecurity +Female,No,No,No,34,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),73.95,2524.45,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.55,79.55,TV,Nope +Male,No,No,No,5,Nope,DSL,Yes,No,Month-to-month,Yes,Mailed check,51.0,305.95,FullService,Nope +Male,Yes,No,No,51,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,97.8,4913.3,FullService,DeviceProtection +Male,No,No,No,2,MultipleLines,DSL,No,No,Month-to-month,No,Bank transfer (automatic),62.05,118.3,Movies,Nope +Female,Yes,No,No,27,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),88.3,2467.75,Movies,DeviceProtection +Female,No,Yes,No,16,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.0,1534.75,FullService,Nope +Female,Yes,Yes,No,55,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,85.45,4874.7,Nope,DeviceProtection +Male,Yes,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.45,1200.15,FullService,DeviceProtection +Male,Yes,Yes,No,41,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.8,4259.3,FullService,DeviceProtection +Female,No,No,No,39,SingleLine,Fiber optic,No,Yes,Two year,Yes,Electronic check,80.45,3201.55,Nope,DeviceProtection +Male,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,85.2,602.55,Movies,Nope +Male,No,No,No,17,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,93.85,1625.65,FullService,OnlineSecurity +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,80.75,159.45,Movies,Nope +Male,No,No,No,18,MultipleLines,DSL,No,Yes,One year,Yes,Credit card (automatic),82.0,1425.45,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,DSL,Yes,No,Month-to-month,No,Electronic check,50.55,50.55,Nope,Nope +Female,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.35,660.9,FullService,DeviceProtection +Female,No,No,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,86.45,830.85,Movies,Nope +Male,Yes,Yes,No,6,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,84.2,519.15,Movies,Nope +Male,No,No,No,46,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,93.7,4154.8,Movies,OnlineSecurity +Female,No,Yes,Yes,4,MultipleLines,DSL,No,No,Month-to-month,No,Mailed check,50.85,239.55,Nope,Nope +Female,No,No,No,34,MultipleLines,DSL,Yes,Yes,One year,Yes,Mailed check,64.4,2088.75,Nope,OnlineSecurity +Male,No,No,Yes,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.35,74.35,Nope,Nope +Female,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.5,220.6,Nope,Nope +Female,No,Yes,Yes,4,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,80.85,302.75,Movies,Nope +Male,No,No,No,24,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),90.55,2282.55,TV,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.95,81.95,Movies,Nope +Female,No,No,Yes,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),84.05,333.55,Nope,DeviceProtection +Male,No,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),72.2,305.55,Nope,Nope +Male,Yes,Yes,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.25,665.45,FullService,DeviceProtection +Male,No,No,No,16,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.25,1483.25,FullService,OnlineSecurity +Male,No,No,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.35,1444.65,FullService,Nope +Male,No,No,No,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Mailed check,104.1,541.9,FullService,DeviceProtection +Male,No,No,No,2,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,49.25,90.35,FullService,DeviceProtection +Male,No,Yes,No,66,MultipleLines,Fiber optic,No,No,Two year,Yes,Credit card (automatic),106.05,6981.35,FullService,FullSecurity +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,48.55,48.55,Nope,OnlineSecurity +Female,Yes,Yes,No,35,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.5,3653.35,TV,OnlineSecurity +Male,No,Yes,Yes,21,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,104.4,2157.95,FullService,DeviceProtection +Male,No,Yes,No,47,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),83.35,4065.0,Nope,DeviceProtection +Female,No,Yes,Yes,63,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.55,6215.35,TV,FullSecurity +Male,No,No,No,17,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,51.5,900.5,Nope,Nope +Female,Yes,No,No,37,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.25,2841.55,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.5,69.5,Nope,Nope +Male,No,No,No,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,85.3,424.15,Nope,DeviceProtection +Male,Yes,Yes,No,20,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,73.65,1463.5,Nope,Nope +Female,No,No,No,6,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,47.95,305.1,FullService,DeviceProtection +Female,No,No,No,12,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,89.4,1095.65,Movies,DeviceProtection +Female,No,No,No,22,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,84.3,1855.65,Movies,Nope +Male,No,No,No,58,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,104.65,6219.6,FullService,DeviceProtection +Male,No,No,No,24,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),49.55,1210.4,Nope,OnlineSecurity +Male,No,No,No,9,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.95,185.6,Nope,Nope +Female,No,Yes,Yes,6,SingleLine,DSL,Yes,No,Month-to-month,No,Credit card (automatic),55.9,365.35,Nope,OnlineSecurity +Female,Yes,Yes,No,56,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),100.65,5688.05,FullService,DeviceProtection +Male,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,Nope,Nope +Female,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,59.75,Nope,Nope +Female,No,No,No,48,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),107.4,5121.3,FullService,DeviceProtection +Female,No,Yes,Yes,13,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,88.35,1222.8,FullService,Nope +Male,No,No,Yes,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.75,99.75,FullService,DeviceProtection +Female,Yes,No,No,3,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.0,127.1,Nope,Nope +Male,No,No,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.9,1048.85,FullService,DeviceProtection +Male,No,Yes,Yes,52,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Bank transfer (automatic),96.25,4990.25,Movies,DeviceProtection +Male,No,Yes,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.5,1037.75,FullService,DeviceProtection +Male,Yes,Yes,No,20,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,73.65,1463.5,Nope,Nope +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,71.0,71.0,Nope,Nope +Female,No,No,No,38,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),84.25,3264.5,Nope,DeviceProtection +Female,Yes,No,No,37,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.55,3580.3,FullService,Nope +Female,No,No,No,36,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.15,3615.6,FullService,Nope +Male,No,Yes,Yes,14,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,65.45,937.6,TV,OnlineSecurity +Female,Yes,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.75,606.25,Nope,Nope +Female,No,Yes,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),74.75,229.5,Nope,Nope +Male,No,Yes,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,101.1,1504.05,FullService,DeviceProtection +Male,Yes,No,No,5,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,50.35,237.25,Nope,DeviceProtection +Female,Yes,Yes,Yes,47,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),70.55,3309.25,Nope,Nope +Female,Yes,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,101.35,780.5,FullService,DeviceProtection +Female,No,Yes,No,25,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),34.0,853.0,TV,Nope +Female,No,No,No,57,SingleLine,Fiber optic,No,No,Two year,Yes,Electronic check,95.25,5464.65,FullService,DeviceProtection +Male,No,No,No,36,SingleLine,DSL,Yes,Yes,One year,Yes,Mailed check,65.4,2498.4,Movies,Nope +Male,No,No,No,5,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,96.1,453.4,FullService,Nope +Female,No,No,No,41,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),114.5,4527.45,FullService,FullSecurity +Male,No,Yes,No,5,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,24.95,100.4,Nope,Nope +Male,No,Yes,No,22,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),94.7,1914.9,FullService,DeviceProtection +Male,Yes,No,No,35,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.05,3395.8,FullService,DeviceProtection +Male,No,No,No,22,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),101.35,2317.1,FullService,OnlineSecurity +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,47.8,92.45,Nope,OnlineSecurity +Female,Yes,No,No,13,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.05,1290.0,FullService,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,71.55,71.55,Nope,Nope +Female,No,Yes,Yes,1,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),44.35,44.35,Nope,Nope +Male,Yes,No,No,70,Nope,DSL,No,No,One year,Yes,Electronic check,45.25,3264.45,FullService,Nope +Female,No,Yes,Yes,14,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),90.9,1259.0,Movies,Nope +Male,No,No,No,5,Nope,DSL,Yes,No,Month-to-month,Yes,Mailed check,51.0,305.95,FullService,Nope +Male,No,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.85,90.85,FullService,Nope +Male,No,Yes,Yes,12,SingleLine,DSL,No,No,One year,No,Credit card (automatic),53.65,696.35,Movies,Nope +Male,Yes,No,No,19,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.6,1660.0,TV,OnlineSecurity +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.65,45.65,Nope,Nope +Female,Yes,No,No,56,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),104.75,5510.65,FullService,DeviceProtection +Female,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),74.25,639.65,Nope,OnlineSecurity +Male,No,No,No,67,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),116.2,7752.3,FullService,FullSecurity +Male,Yes,Yes,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,74.4,527.9,Nope,Nope +Female,No,Yes,No,5,MultipleLines,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),67.95,350.3,TV,DeviceProtection +Male,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,85.2,602.55,Movies,Nope +Male,No,Yes,Yes,12,SingleLine,DSL,No,No,One year,No,Credit card (automatic),53.65,696.35,Movies,Nope +Female,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),70.9,273.0,Nope,Nope +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,101.45,101.45,FullService,DeviceProtection +Male,No,Yes,No,63,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,103.4,6603.0,FullService,DeviceProtection +Male,No,No,No,43,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.4,4528.0,FullService,Nope +Female,No,Yes,No,8,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,101.15,842.9,FullService,DeviceProtection +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,76.0,76.0,Nope,Nope +Female,No,Yes,No,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,91.65,365.4,TV,Nope +Female,Yes,No,No,30,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.7,2967.35,FullService,Nope +Female,No,No,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,85.5,Nope,Nope +Female,No,No,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.5,837.95,Nope,Nope +Male,No,No,No,17,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,51.5,900.5,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.6,70.6,Nope,Nope +Female,No,Yes,No,42,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,50.25,2203.65,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,69.4,69.4,Nope,Nope +Female,No,No,No,2,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,42.6,72.4,Movies,OnlineSecurity +Female,No,Yes,No,19,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.2,1441.1,Nope,OnlineSecurity +Male,Yes,Yes,No,24,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.15,2231.05,FullService,DeviceProtection +Male,Yes,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.25,585.95,Nope,DeviceProtection +Male,Yes,Yes,No,1,Nope,DSL,No,No,Month-to-month,No,Electronic check,25.05,25.05,Nope,Nope +Male,Yes,No,No,46,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,85.0,3969.4,Movies,OnlineSecurity +Male,Yes,Yes,No,13,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,98.0,1237.85,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,82.3,82.3,Nope,DeviceProtection +Female,No,No,No,29,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.9,2384.15,TV,Nope +Female,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.9,541.15,Nope,Nope +Female,Yes,No,No,21,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.25,1973.75,FullService,Nope +Female,No,No,No,38,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),83.9,3233.6,Nope,FullSecurity +Male,Yes,Yes,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.0,2642.05,Movies,Nope +Male,No,No,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,98.55,1008.55,FullService,OnlineSecurity +Female,Yes,No,No,6,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,98.25,560.6,FullService,Nope +Male,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,83.85,790.15,Movies,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,69.55,69.55,Nope,Nope +Female,Yes,No,No,15,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,89.85,1424.95,Movies,Nope +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,89.15,89.15,FullService,Nope +Male,No,No,No,1,SingleLine,DSL,Yes,No,Month-to-month,No,Mailed check,50.65,50.65,Nope,Nope +Female,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),74.4,215.8,Nope,Nope +Female,No,Yes,No,63,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,107.5,6873.75,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,42.9,42.9,Nope,Nope +Male,No,Yes,No,54,SingleLine,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),109.75,6110.2,FullService,FullSecurity +Female,Yes,Yes,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.0,613.4,Movies,Nope +Female,No,Yes,Yes,1,Nope,DSL,No,Yes,Month-to-month,No,Electronic check,40.1,40.1,TV,Nope +Female,No,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,89.3,577.6,FullService,Nope +Female,No,No,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.75,1052.4,TV,Nope +Male,No,No,No,28,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),94.5,2659.4,Movies,OnlineSecurity +Male,Yes,Yes,No,69,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.4,7318.2,FullService,DeviceProtection +Female,Yes,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.1,45.1,Nope,Nope +Male,No,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),69.75,69.75,Nope,Nope +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),46.0,84.5,Nope,Nope +Female,No,Yes,No,6,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.3,545.2,FullService,DeviceProtection +Male,Yes,No,No,27,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,81.45,2122.05,Nope,Nope +Male,No,No,No,51,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),80.0,4242.35,Nope,DeviceProtection +Female,Yes,No,No,42,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.65,3541.35,TV,Nope +Female,Yes,No,No,26,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,95.0,2497.2,Movies,OnlineSecurity +Female,No,No,No,8,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,84.95,668.4,TV,OnlineSecurity +Female,No,Yes,Yes,3,Nope,DSL,No,Yes,Month-to-month,Yes,Mailed check,31.0,95.05,Nope,Nope +Male,No,No,No,31,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,55.25,1715.65,Nope,DeviceProtection +Female,No,No,No,54,MultipleLines,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),103.95,5639.05,FullService,FullSecurity +Female,No,Yes,Yes,22,SingleLine,DSL,Yes,Yes,Month-to-month,No,Electronic check,55.15,1206.05,Nope,Nope +Male,No,No,No,31,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,78.45,2435.15,Nope,Nope +Male,Yes,Yes,No,44,MultipleLines,Fiber optic,Yes,No,One year,No,Mailed check,88.4,3912.9,Movies,Nope +Male,Yes,Yes,No,33,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.5,3105.55,FullService,Nope +Male,No,Yes,Yes,19,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,83.65,1465.75,Movies,Nope +Male,No,Yes,Yes,26,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,83.75,2070.6,TV,Nope +Male,No,No,No,2,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,49.25,90.35,FullService,DeviceProtection +Male,No,Yes,Yes,29,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.2,2698.35,Movies,DeviceProtection +Female,No,Yes,No,28,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,92.35,2602.9,FullService,OnlineSecurity +Male,No,No,No,9,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,178.5,Nope,Nope +Female,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),70.05,266.9,Nope,Nope +Female,Yes,Yes,Yes,40,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),94.55,3640.45,FullService,Nope +Male,No,No,No,17,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.65,1313.55,Nope,DeviceProtection +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Nope,Nope +Male,No,No,No,22,SingleLine,DSL,Yes,Yes,One year,Yes,Credit card (automatic),55.15,1193.05,Nope,Nope +Male,Yes,No,No,47,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,85.5,4042.3,Movies,OnlineSecurity +Male,No,No,No,43,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,77.85,3365.85,Nope,Nope +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.45,75.45,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,74.7,74.7,Nope,Nope +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,80.75,159.45,Movies,Nope +Female,No,Yes,No,2,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),79.7,165.0,Nope,DeviceProtection +Female,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.85,170.85,FullService,Nope +Female,No,No,Yes,1,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,60.0,60.0,Nope,OnlineSecurity +Female,No,Yes,No,33,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.4,3409.6,FullService,DeviceProtection +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.0,96.45,Nope,Nope +Female,No,No,Yes,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.95,45.95,Nope,Nope +Female,No,Yes,Yes,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),85.35,754.65,TV,Nope +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.9,69.9,Nope,Nope +Male,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,64.55,Nope,Nope +Male,Yes,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,73.75,545.15,Nope,Nope +Female,No,Yes,No,28,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,104.8,3046.05,FullService,DeviceProtection +Male,No,Yes,Yes,2,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.85,35.9,Nope,Nope +Male,No,No,No,64,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),105.65,6903.1,FullService,Nope +Male,Yes,Yes,No,43,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,103.0,4414.3,FullService,DeviceProtection +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,68.5,68.5,Nope,Nope +Female,No,No,No,37,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),101.9,3545.35,FullService,DeviceProtection +Male,Yes,Yes,No,46,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.4,3605.2,Movies,Nope +Female,No,No,No,57,SingleLine,Fiber optic,No,No,Two year,Yes,Electronic check,95.25,5464.65,FullService,DeviceProtection +Female,No,Yes,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.95,1378.25,TV,Nope +Male,No,No,No,25,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.8,2043.45,Movies,Nope +Male,No,Yes,Yes,28,MultipleLines,Fiber optic,Yes,No,One year,No,Electronic check,106.1,2847.4,FullService,OnlineSecurity +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,19.9,Nope,Nope +Female,Yes,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),79.75,159.4,Movies,Nope +Male,Yes,No,No,19,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.85,1471.75,Nope,DeviceProtection +Male,No,Yes,No,2,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,94.2,167.5,FullService,Nope +Male,No,Yes,Yes,6,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,55.3,324.25,Nope,DeviceProtection +Male,No,Yes,Yes,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.35,834.2,Nope,Nope +Male,No,No,No,4,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,74.4,299.7,FullService,DeviceProtection +Male,Yes,No,No,35,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.45,3474.05,FullService,Nope +Female,No,No,No,16,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,50.15,762.25,Nope,OnlineSecurity +Male,Yes,No,No,19,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),95.9,1777.9,FullService,DeviceProtection +Female,No,No,No,4,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.3,196.95,Nope,Nope +Female,No,No,No,2,SingleLine,DSL,No,Yes,Month-to-month,No,Electronic check,76.4,160.8,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.05,20.05,Nope,Nope +Male,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),84.4,732.5,Movies,Nope +Male,Yes,Yes,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.35,1218.55,FullService,Nope +Male,Yes,No,Yes,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,50.15,50.15,Nope,DeviceProtection +Female,Yes,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,74.4,434.1,Nope,DeviceProtection +Female,Yes,Yes,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.35,334.8,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.1,89.1,FullService,Nope +Male,No,No,No,19,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),73.85,1424.5,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.9,89.9,FullService,Nope +Male,No,Yes,Yes,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.35,834.2,Nope,Nope +Female,No,No,No,4,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,60.4,272.15,Nope,OnlineSecurity +Female,No,Yes,No,34,MultipleLines,DSL,Yes,Yes,Month-to-month,No,Electronic check,62.65,2274.9,Nope,OnlineSecurity +Female,No,No,No,25,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.5,2369.05,FullService,DeviceProtection +Female,No,Yes,Yes,11,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.25,180.3,Nope,Nope +Female,Yes,Yes,No,43,Nope,DSL,Yes,No,Month-to-month,No,Credit card (automatic),55.55,2342.2,FullService,DeviceProtection +Male,Yes,Yes,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.65,856.65,Movies,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,69.4,69.4,Nope,Nope +Female,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),75.1,552.95,Nope,Nope +Male,No,Yes,Yes,19,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,83.65,1465.75,Movies,Nope +Female,No,No,No,37,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),101.9,3545.35,FullService,DeviceProtection +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,78.45,78.45,TV,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.05,45.05,Nope,Nope +Male,Yes,Yes,No,16,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),71.8,1167.8,Nope,Nope +Female,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,109.25,8109.8,FullService,DeviceProtection +Female,No,No,No,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),80.1,679.3,TV,Nope +Female,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,35.75,35.75,TV,Nope +Female,No,No,Yes,4,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,87.1,341.45,Nope,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.6,95.6,FullService,OnlineSecurity +Male,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.8,321.9,Nope,DeviceProtection +Female,No,No,No,22,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),48.8,1054.6,Nope,OnlineSecurity +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,71.35,71.35,Nope,Nope +Female,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,25.1,25.1,Nope,Nope +Female,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.3,523.15,Movies,Nope +Female,No,Yes,Yes,16,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),89.45,1430.25,TV,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.1,89.1,FullService,Nope +Male,No,Yes,Yes,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.5,74.5,Nope,Nope +Female,No,No,No,48,SingleLine,DSL,No,Yes,One year,Yes,Credit card (automatic),60.35,2896.4,Nope,FullSecurity +Female,Yes,Yes,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,46.0,46.0,Nope,Nope +Female,No,No,Yes,46,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,4822.85,FullService,OnlineSecurity +Female,No,No,No,15,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,289.3,Nope,Nope +Male,No,Yes,Yes,49,Nope,DSL,Yes,No,One year,Yes,Bank transfer (automatic),51.8,2541.25,FullService,Nope +Male,No,No,No,18,MultipleLines,DSL,No,Yes,One year,Yes,Credit card (automatic),82.0,1425.45,FullService,DeviceProtection +Female,No,No,No,15,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.25,1457.25,FullService,DeviceProtection +Female,Yes,No,No,64,SingleLine,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),70.2,4481.0,TV,OnlineSecurity +Female,No,No,No,5,SingleLine,No,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.85,108.05,Nope,Nope +Male,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.6,415.55,TV,Nope +Female,Yes,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.35,139.05,Nope,Nope +Female,No,Yes,Yes,22,SingleLine,DSL,Yes,Yes,Month-to-month,No,Electronic check,55.15,1206.05,Nope,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.3,45.3,Nope,Nope +Male,No,No,Yes,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.4,44.4,Nope,Nope +Female,Yes,No,No,20,MultipleLines,DSL,No,No,Month-to-month,Yes,Mailed check,61.6,1174.35,Movies,Nope +Female,No,Yes,No,47,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.3,4045.65,Movies,DeviceProtection +Female,No,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,78.65,78.65,Movies,Nope +Male,No,Yes,No,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,81.3,416.3,Nope,Nope +Female,No,No,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.5,514.0,FullService,DeviceProtection +Male,No,Yes,Yes,29,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.75,1974.8,Nope,Nope +Female,Yes,No,No,28,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,103.3,2890.65,FullService,DeviceProtection +Female,No,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.95,927.35,Nope,OnlineSecurity +Male,Yes,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,91.05,289.1,TV,DeviceProtection +Male,No,Yes,Yes,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,1107.25,Nope,Nope +Female,No,Yes,No,8,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,156.25,Nope,Nope +Male,Yes,Yes,No,24,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.25,2433.9,FullService,DeviceProtection +Male,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.5,242.05,TV,Nope +Female,Yes,Yes,No,50,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,88.05,4367.35,TV,Nope +Male,Yes,No,No,51,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,97.8,4913.3,FullService,DeviceProtection +Female,No,No,No,1,MultipleLines,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),49.95,49.95,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.75,45.75,Nope,Nope +Female,No,No,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.7,973.25,FullService,OnlineSecurity +Female,No,No,No,70,MultipleLines,Fiber optic,Yes,Yes,One year,No,Credit card (automatic),115.55,8127.6,FullService,FullSecurity +Male,No,No,No,4,MultipleLines,DSL,No,No,Month-to-month,No,Mailed check,50.4,206.6,Nope,Nope +Female,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.7,586.05,TV,Nope +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.45,95.45,FullService,Nope +Male,No,No,No,3,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,43.3,123.65,Nope,Nope +Male,No,No,No,12,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,56.65,654.85,Nope,OnlineSecurity +Male,No,No,No,3,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,69.35,191.35,FullService,Nope +Male,No,No,No,19,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),55.0,1046.5,Nope,DeviceProtection +Male,Yes,Yes,No,20,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,73.65,1463.5,Nope,Nope +Female,No,Yes,Yes,11,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Electronic check,66.35,740.8,Movies,Nope +Male,No,Yes,No,18,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,49.55,878.35,Nope,DeviceProtection +Male,Yes,Yes,No,20,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,73.65,1463.5,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,Nope,Nope +Male,Yes,Yes,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.9,2303.35,Nope,Nope +Male,No,Yes,No,3,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,35.15,99.75,Movies,Nope +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,55.1,113.35,Nope,FullSecurity +Male,No,No,No,35,SingleLine,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),102.35,3626.1,FullService,DeviceProtection +Male,No,No,No,2,Nope,DSL,Yes,Yes,Month-to-month,Yes,Credit card (automatic),40.4,77.15,Nope,DeviceProtection +Female,No,No,No,13,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,81.15,952.3,Nope,DeviceProtection +Female,Yes,Yes,No,48,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,No,Electronic check,117.45,5438.9,FullService,FullSecurity +Male,No,Yes,No,17,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Credit card (automatic),90.2,1454.15,Nope,FullSecurity +Female,No,No,No,1,Nope,DSL,Yes,No,Month-to-month,No,Bank transfer (automatic),29.95,29.95,Nope,Nope +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.45,95.45,FullService,Nope +Male,No,No,No,4,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,29.65,118.5,Nope,DeviceProtection +Female,No,Yes,No,42,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,50.25,2203.65,Nope,Nope +Female,No,Yes,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.1,576.65,TV,Nope +Female,No,No,No,8,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,84.95,668.4,TV,OnlineSecurity +Male,Yes,No,No,43,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,89.55,3856.75,FullService,Nope +Female,No,No,No,60,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.9,6396.45,FullService,DeviceProtection +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.45,76.45,Nope,Nope +Female,Yes,Yes,No,38,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.95,2869.85,Nope,Nope +Male,Yes,No,No,21,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),96.8,2030.3,FullService,DeviceProtection +Male,No,No,No,16,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.25,327.45,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,79.9,79.9,Movies,Nope +Female,No,No,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,85.5,Nope,Nope +Female,No,Yes,Yes,39,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,89.55,3474.45,Nope,DeviceProtection +Male,Yes,Yes,No,29,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.45,2653.65,FullService,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.8,80.8,Movies,Nope +Female,No,No,No,10,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.85,953.45,Movies,DeviceProtection +Female,Yes,Yes,No,58,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),105.5,6205.5,FullService,OnlineSecurity +Male,No,No,No,38,SingleLine,DSL,No,Yes,One year,Yes,Mailed check,62.3,2354.8,Movies,DeviceProtection +Male,No,Yes,No,10,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,99.85,990.9,FullService,Nope +Female,Yes,Yes,No,18,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,48.35,810.7,FullService,DeviceProtection +Female,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.0,412.5,Movies,Nope +Female,Yes,No,No,20,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),85.8,1727.5,Movies,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,19.6,Nope,Nope +Male,Yes,Yes,No,24,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.25,2433.9,FullService,DeviceProtection +Male,No,Yes,Yes,50,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,No,Electronic check,103.7,5071.05,FullService,Nope +Female,Yes,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.6,360.1,Movies,Nope +Male,No,No,No,18,MultipleLines,DSL,No,Yes,One year,Yes,Credit card (automatic),82.0,1425.45,FullService,DeviceProtection +Male,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.6,415.55,TV,Nope +Male,No,No,No,10,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),44.85,435.4,Nope,Nope +Female,No,No,No,3,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Electronic check,85.8,272.2,Movies,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,19.6,Nope,Nope +Female,No,No,No,30,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.2,2983.8,FullService,Nope +Male,No,No,No,69,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Bank transfer (automatic),106.5,7348.8,FullService,DeviceProtection +Male,No,Yes,Yes,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,80.15,385.0,Nope,Nope +Male,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),84.4,732.5,Movies,Nope +Female,No,Yes,Yes,30,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.05,3046.15,FullService,DeviceProtection +Female,Yes,Yes,No,17,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),85.35,1463.45,Nope,FullSecurity +Male,No,No,No,53,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),85.45,4517.25,TV,Nope +Male,No,No,No,2,Nope,DSL,Yes,Yes,Month-to-month,Yes,Credit card (automatic),40.4,77.15,Nope,DeviceProtection +Male,No,Yes,No,17,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),70.4,1214.05,Nope,Nope +Male,Yes,No,No,25,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.5,2196.15,TV,Nope +Female,No,Yes,No,28,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,92.35,2602.9,FullService,OnlineSecurity +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,44.15,44.15,Nope,Nope +Male,No,No,No,15,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,29.7,438.25,Nope,Nope +Female,No,No,No,6,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.9,669.45,FullService,DeviceProtection +Male,No,No,No,53,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),85.45,4517.25,TV,Nope +Male,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.0,181.7,FullService,Nope +Male,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.8,713.1,Movies,Nope +Female,No,No,No,3,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Electronic check,63.6,155.65,TV,Nope +Male,No,No,No,51,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),80.0,4242.35,Nope,DeviceProtection +Female,Yes,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,25.7,25.7,Nope,Nope +Male,No,No,No,17,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,51.5,900.5,Nope,Nope +Female,No,No,Yes,31,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),86.55,2697.4,TV,Nope +Female,Yes,No,No,11,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),89.7,1047.7,FullService,Nope +Female,No,No,Yes,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.95,45.95,Nope,Nope +Male,No,No,No,54,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),105.4,5643.4,FullService,OnlineSecurity +Male,No,Yes,Yes,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),79.35,661.25,Nope,DeviceProtection +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,44.45,44.45,Nope,Nope +Male,No,No,No,1,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,59.85,59.85,TV,Nope +Female,No,Yes,No,70,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,109.5,7674.55,FullService,DeviceProtection +Female,No,Yes,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.0,1078.9,FullService,Nope +Male,No,No,No,35,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),75.35,2636.05,Nope,Nope +Male,No,No,No,2,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,49.25,90.35,FullService,DeviceProtection +Female,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.0,174.8,FullService,Nope +Male,No,No,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.0,740.0,Nope,Nope +Male,No,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.55,649.65,Movies,Nope +Male,No,No,No,8,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,100.85,819.55,FullService,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Nope,Nope +Male,No,No,No,7,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.25,112.3,Nope,Nope +Male,No,Yes,No,67,MultipleLines,Fiber optic,Yes,No,One year,No,Electronic check,104.1,7040.85,FullService,DeviceProtection +Male,No,No,No,17,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,51.5,900.5,Nope,Nope +Male,Yes,Yes,No,41,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),83.75,3273.55,Nope,FullSecurity +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.7,79.7,Movies,Nope +Female,No,Yes,Yes,45,SingleLine,DSL,Yes,Yes,One year,Yes,Credit card (automatic),54.15,2319.8,Nope,Nope +Male,No,Yes,No,38,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.45,3013.05,Nope,OnlineSecurity +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,Nope,Nope +Female,Yes,Yes,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.35,334.8,Nope,Nope +Male,No,Yes,No,61,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,94.1,5638.3,TV,Nope +Male,Yes,No,No,19,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),95.9,1777.9,FullService,DeviceProtection +Male,No,No,Yes,49,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),75.2,3678.3,Nope,Nope +Female,No,No,Yes,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),94.2,193.8,FullService,Nope +Female,No,Yes,Yes,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),84.75,264.85,Movies,Nope +Female,No,No,No,12,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),78.1,947.3,Movies,Nope +Male,No,Yes,Yes,50,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),103.85,5017.9,FullService,DeviceProtection +Female,Yes,Yes,No,38,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.95,2869.85,Nope,Nope +Female,No,Yes,Yes,66,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),102.45,6615.15,FullService,DeviceProtection +Female,No,Yes,Yes,35,MultipleLines,DSL,No,Yes,Month-to-month,No,Electronic check,72.25,2568.55,TV,FullSecurity +Female,No,No,No,23,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),75.6,1758.6,Nope,Nope +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,44.35,81.25,Nope,Nope +Male,No,No,No,5,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,70.05,346.4,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,19.7,Nope,Nope +Male,No,Yes,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,101.1,1504.05,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,Nope,Nope +Male,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,74.65,544.55,Nope,DeviceProtection +Male,Yes,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.8,546.95,TV,Nope +Male,No,No,No,19,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),55.0,1046.5,Nope,DeviceProtection +Female,No,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.75,706.6,Nope,Nope +Female,No,No,No,25,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.5,2369.05,FullService,DeviceProtection +Male,No,Yes,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.1,659.65,Nope,Nope +Male,Yes,No,No,43,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,89.55,3856.75,FullService,Nope +Male,No,Yes,Yes,47,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.35,4749.15,FullService,Nope +Female,No,No,No,7,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,164.85,Nope,Nope +Male,No,No,Yes,49,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),75.2,3678.3,Nope,Nope +Female,Yes,Yes,Yes,31,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,98.9,2911.3,FullService,DeviceProtection +Male,Yes,Yes,No,16,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),71.8,1167.8,Nope,Nope +Female,No,No,No,22,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,89.25,1907.85,FullService,Nope +Male,No,Yes,No,22,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,54.2,1152.7,Nope,OnlineSecurity +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,69.55,69.55,Nope,Nope +Male,No,No,Yes,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.7,364.55,FullService,Nope +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,45.3,45.3,FullService,Nope +Male,No,No,No,71,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Electronic check,108.05,7532.15,FullService,FullSecurity +Male,Yes,Yes,No,43,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.0,4388.4,FullService,Nope +Female,No,Yes,Yes,48,MultipleLines,Fiber optic,No,No,One year,Yes,Mailed check,82.05,4029.95,Movies,Nope +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.35,75.35,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,Nope,Nope +Male,Yes,Yes,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.75,573.75,FullService,DeviceProtection +Female,No,Yes,Yes,61,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.15,6010.05,FullService,Nope +Male,Yes,No,No,24,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.1,1712.7,Nope,Nope +Male,No,No,No,18,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,80.65,1451.9,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.5,70.5,Nope,Nope +Female,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,78.8,78.8,TV,Nope +Female,No,Yes,Yes,12,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,229.6,Nope,Nope +Male,Yes,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.15,92.65,Nope,Nope +Male,No,No,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,106.7,1253.9,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,20.25,Nope,Nope +Male,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.55,80.55,TV,Nope +Male,No,Yes,Yes,11,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),79.5,868.5,TV,Nope +Female,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.55,179.25,Movies,DeviceProtection +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,19.9,Nope,Nope +Female,No,Yes,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.25,587.1,TV,DeviceProtection +Male,Yes,Yes,No,30,SingleLine,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),50.4,1527.5,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.8,70.8,Nope,Nope +Male,No,No,No,2,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,79.85,152.45,Nope,DeviceProtection +Female,No,No,No,4,SingleLine,DSL,Yes,No,Month-to-month,No,Credit card (automatic),50.7,151.3,Nope,Nope +Female,Yes,No,No,30,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.7,2967.35,FullService,Nope +Female,No,Yes,No,35,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.3,2416.55,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,71.35,71.35,Nope,Nope +Female,No,Yes,No,11,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.05,483.7,Nope,Nope +Female,No,No,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.7,973.25,FullService,OnlineSecurity +Male,No,Yes,Yes,2,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.85,35.9,Nope,Nope +Male,No,Yes,Yes,29,SingleLine,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),94.65,2649.15,FullService,OnlineSecurity +Male,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),84.4,732.5,Movies,Nope +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Nope,Nope +Female,Yes,Yes,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),85.35,1375.15,Movies,Nope +Female,No,Yes,Yes,17,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Electronic check,91.85,1574.45,TV,OnlineSecurity +Female,No,No,No,43,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),49.05,2076.2,FullService,DeviceProtection +Female,No,Yes,No,33,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.4,3409.6,FullService,DeviceProtection +Female,Yes,No,No,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,92.1,729.95,FullService,DeviceProtection +Female,No,No,No,19,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,106.6,1934.45,FullService,FullSecurity +Male,Yes,No,No,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.7,560.85,Nope,Nope +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),117.8,8684.8,FullService,FullSecurity +Male,No,No,No,24,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,89.85,2165.05,TV,DeviceProtection +Male,No,Yes,No,55,Nope,DSL,No,Yes,Month-to-month,Yes,Bank transfer (automatic),54.55,2978.3,FullService,DeviceProtection +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.85,197.7,FullService,DeviceProtection +Male,No,Yes,Yes,49,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.8,4872.45,FullService,DeviceProtection +Female,No,No,No,14,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,89.8,1129.1,FullService,Nope +Male,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.2,237.95,Nope,Nope +Female,Yes,No,No,30,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,40.3,1172.95,TV,DeviceProtection +Female,No,No,No,15,MultipleLines,DSL,No,No,Month-to-month,Yes,Mailed check,55.7,899.8,Nope,OnlineSecurity +Male,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,33.2,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.1,70.1,Nope,Nope +Male,No,Yes,Yes,30,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.4,2838.7,TV,OnlineSecurity +Male,Yes,No,No,17,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.05,770.6,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.65,45.65,Nope,Nope +Female,No,No,No,3,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,55.3,196.15,Movies,Nope +Female,Yes,No,No,27,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.05,2135.5,Nope,DeviceProtection +Female,No,Yes,Yes,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.4,147.15,Nope,Nope +Male,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),101.55,298.35,FullService,DeviceProtection +Female,No,Yes,No,48,Nope,DSL,Yes,No,One year,No,Mailed check,34.7,1604.5,Nope,DeviceProtection +Male,No,Yes,No,54,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.3,5278.15,FullService,DeviceProtection +Male,Yes,Yes,No,43,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,103.0,4414.3,FullService,DeviceProtection +Male,Yes,Yes,Yes,56,MultipleLines,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),104.55,5794.65,FullService,FullSecurity +Male,Yes,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.9,260.9,TV,Nope +Male,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.8,321.9,Nope,DeviceProtection +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,Nope,Nope +Male,No,Yes,Yes,50,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),105.95,5341.8,FullService,FullSecurity +Female,No,Yes,No,55,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,77.75,4458.15,Nope,DeviceProtection +Female,No,No,No,9,SingleLine,DSL,Yes,Yes,Month-to-month,No,Mailed check,66.25,620.55,TV,Nope +Male,No,No,No,2,MultipleLines,DSL,Yes,No,Month-to-month,Yes,Mailed check,54.4,114.1,Nope,Nope +Female,No,No,No,23,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),90.05,2169.8,TV,OnlineSecurity +Female,Yes,No,No,33,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,110.45,3655.45,FullService,DeviceProtection +Female,No,No,No,54,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,100.1,5440.9,FullService,Nope +Male,No,No,Yes,22,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.4,2001.5,TV,DeviceProtection +Male,No,Yes,No,47,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),83.35,4065.0,Nope,DeviceProtection +Male,No,Yes,No,1,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),44.7,44.7,Nope,Nope +Male,No,No,No,26,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,80.5,2088.8,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.1,20.1,Nope,Nope +Female,No,Yes,Yes,36,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),97.35,3457.9,TV,DeviceProtection +Male,Yes,Yes,No,3,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.9,334.65,FullService,DeviceProtection +Male,No,No,No,7,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.8,673.25,FullService,Nope +Female,No,No,No,6,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,47.95,305.1,FullService,DeviceProtection +Male,No,No,No,4,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,74.4,299.7,FullService,DeviceProtection +Male,No,Yes,Yes,28,MultipleLines,Fiber optic,Yes,No,One year,No,Electronic check,106.1,2847.4,FullService,OnlineSecurity +Female,No,No,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),97.85,1105.4,FullService,DeviceProtection +Male,No,No,No,22,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.75,2095.0,FullService,OnlineSecurity +Male,No,No,No,15,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,29.7,438.25,Nope,Nope +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,68.95,119.75,Nope,Nope +Female,No,No,No,12,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Mailed check,61.65,713.75,Nope,FullSecurity +Male,No,Yes,Yes,47,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),107.35,5118.95,FullService,DeviceProtection +Male,Yes,Yes,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,74.95,308.7,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.95,19.95,Nope,Nope +Male,Yes,Yes,No,47,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.05,4871.05,FullService,DeviceProtection +Male,Yes,Yes,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.6,279.55,FullService,Nope +Female,No,Yes,Yes,17,MultipleLines,No,No internet service,No internet service,Month-to-month,No,Mailed check,24.1,409.9,Nope,Nope +Female,No,Yes,No,42,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,50.25,2203.65,Nope,Nope +Female,No,No,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,85.5,Nope,Nope +Male,Yes,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.7,93.7,Nope,Nope +Female,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.85,170.85,FullService,Nope +Male,No,No,No,12,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),81.7,858.6,Nope,FullSecurity +Female,No,Yes,Yes,31,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,91.15,2995.45,Movies,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.1,69.1,Nope,Nope +Female,No,No,No,18,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,90.1,1612.75,Movies,Nope +Female,No,No,Yes,5,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,46.0,221.7,Nope,Nope +Female,No,Yes,Yes,25,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.1,2368.4,Movies,DeviceProtection +Male,No,Yes,Yes,3,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,56.15,168.15,Nope,DeviceProtection +Male,Yes,No,No,70,Nope,DSL,No,No,One year,Yes,Electronic check,45.25,3264.45,FullService,Nope +Male,No,Yes,Yes,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.35,834.2,Nope,Nope +Female,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,79.65,604.7,Nope,OnlineSecurity +Female,No,Yes,Yes,28,SingleLine,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),90.1,2598.95,FullService,Nope +Male,No,Yes,No,66,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,104.05,6890.0,FullService,Nope +Male,No,No,No,9,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.95,185.6,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,20.25,Nope,Nope +Male,Yes,No,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.6,1281.0,TV,Nope +Male,No,No,No,1,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,54.35,54.35,Nope,DeviceProtection +Female,Yes,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.85,220.95,TV,DeviceProtection +Male,Yes,Yes,No,13,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),89.05,1169.35,Movies,Nope +Male,No,Yes,No,22,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),94.7,1914.9,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,75.3,75.3,Nope,DeviceProtection +Male,No,Yes,No,55,Nope,DSL,No,Yes,Month-to-month,Yes,Bank transfer (automatic),54.55,2978.3,FullService,DeviceProtection +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,74.25,74.25,Nope,Nope +Male,No,No,No,45,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),100.85,4740.0,FullService,Nope +Male,No,Yes,Yes,23,MultipleLines,DSL,No,No,One year,Yes,Credit card (automatic),48.35,1067.15,Nope,Nope +Female,No,No,No,39,SingleLine,Fiber optic,No,Yes,Two year,Yes,Electronic check,80.45,3201.55,Nope,DeviceProtection +Female,No,No,No,19,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,95.15,1789.25,Movies,OnlineSecurity +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.8,45.8,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.95,79.95,TV,Nope +Female,No,No,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.7,973.25,FullService,OnlineSecurity +Male,Yes,Yes,No,59,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),93.85,5574.75,FullService,Nope +Male,No,No,Yes,49,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),75.2,3678.3,Nope,Nope +Male,No,No,No,8,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,100.85,819.55,FullService,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.65,45.65,Nope,Nope +Male,No,No,No,3,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),53.4,188.7,TV,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.1,44.1,Nope,Nope +Male,Yes,No,No,3,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.0,294.45,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),74.3,74.3,Nope,Nope +Female,No,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.75,889.9,FullService,Nope +Female,No,No,No,1,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,54.9,54.9,Nope,OnlineSecurity +Male,No,Yes,No,70,MultipleLines,Fiber optic,Yes,Yes,One year,No,Credit card (automatic),115.65,7968.85,FullService,FullSecurity +Female,Yes,Yes,No,14,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.2,1369.8,FullService,Nope +Female,Yes,Yes,No,50,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,71.05,3444.85,Nope,Nope +Male,Yes,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.9,260.9,TV,Nope +Male,Yes,Yes,No,24,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.15,2231.05,FullService,DeviceProtection +Male,No,No,No,39,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,75.25,3017.65,Nope,Nope +Female,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),70.9,273.0,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,Nope,Nope +Female,No,Yes,No,11,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,102.0,1145.35,FullService,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.15,20.15,Nope,Nope +Male,No,No,No,5,SingleLine,DSL,No,No,One year,Yes,Mailed check,70.0,347.4,FullService,DeviceProtection +Male,No,Yes,Yes,17,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,80.85,1400.85,TV,Nope +Female,No,No,No,41,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),70.25,2868.05,Nope,Nope +Female,Yes,Yes,No,38,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.95,2869.85,Nope,Nope +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.85,69.85,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,Yes,Yes,Month-to-month,No,Electronic check,91.7,91.7,TV,Nope +Male,No,Yes,Yes,6,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),44.6,260.8,Nope,Nope +Female,No,No,No,4,SingleLine,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),68.65,261.25,FullService,Nope +Female,No,No,No,2,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,49.4,106.55,Nope,Nope +Female,No,Yes,No,9,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),91.75,865.8,Nope,FullSecurity +Male,No,Yes,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.35,307.4,TV,Nope +Male,No,No,No,43,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,77.85,3365.85,Nope,Nope +Male,Yes,No,No,35,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.05,3395.8,FullService,DeviceProtection +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.1,70.1,Nope,Nope +Female,Yes,No,No,37,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),106.75,4056.75,FullService,OnlineSecurity +Male,No,No,No,23,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.0,1917.1,Nope,DeviceProtection +Female,No,No,No,13,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,96.65,1244.5,TV,OnlineSecurity +Female,No,Yes,Yes,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.4,147.15,Nope,Nope +Male,No,Yes,No,68,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.0,7611.85,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.7,45.7,Nope,Nope +Male,No,Yes,Yes,15,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.0,288.05,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.2,20.2,Nope,Nope +Female,No,Yes,Yes,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.75,325.45,Nope,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,79.55,79.55,TV,Nope +Male,No,No,No,36,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.75,3050.15,Movies,Nope +Female,No,No,No,64,MultipleLines,Fiber optic,No,No,One year,Yes,Credit card (automatic),100.05,6254.2,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,55.0,55.0,Movies,Nope +Female,Yes,Yes,No,8,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),80.65,633.3,Nope,Nope +Female,Yes,Yes,No,2,SingleLine,DSL,Yes,No,Month-to-month,No,Credit card (automatic),50.15,115.1,Nope,Nope +Male,No,No,No,22,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),94.65,2104.55,FullService,Nope +Female,No,Yes,No,50,MultipleLines,Fiber optic,Yes,Yes,One year,No,Electronic check,108.55,5610.7,FullService,OnlineSecurity +Female,Yes,Yes,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),85.95,2628.6,TV,Nope +Female,No,Yes,No,53,SingleLine,No,No internet service,No internet service,One year,No,Bank transfer (automatic),20.8,1021.8,Nope,Nope +Female,No,Yes,No,54,MultipleLines,Fiber optic,Yes,Yes,One year,No,Electronic check,110.35,5893.15,FullService,DeviceProtection +Female,No,Yes,Yes,6,SingleLine,DSL,Yes,No,Month-to-month,No,Credit card (automatic),55.9,365.35,Nope,OnlineSecurity +Male,No,No,No,10,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.7,788.8,Nope,Nope +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,80.0,80.0,Movies,Nope +Male,No,Yes,Yes,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.5,74.5,Nope,Nope +Female,No,Yes,No,21,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.5,1808.7,Movies,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,70.75,70.75,Nope,Nope +Male,No,Yes,No,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.5,609.9,Nope,OnlineSecurity +Female,No,Yes,No,55,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,77.75,4458.15,Nope,DeviceProtection +Female,No,No,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.75,1052.4,TV,Nope +Male,No,No,No,2,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.3,28.3,Nope,Nope +Female,No,Yes,No,48,Nope,DSL,Yes,No,One year,No,Mailed check,34.7,1604.5,Nope,DeviceProtection +Female,No,Yes,Yes,10,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),102.1,1068.85,FullService,DeviceProtection +Female,No,Yes,No,55,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,77.75,4458.15,Nope,DeviceProtection +Female,No,Yes,No,42,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,50.25,2203.65,Nope,Nope +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,85.8,85.8,Movies,Nope +Male,No,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.65,338.9,Movies,Nope +Female,Yes,No,No,26,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.15,2277.65,TV,Nope +Female,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,91.4,193.6,TV,DeviceProtection +Male,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.5,918.6,FullService,DeviceProtection +Male,Yes,No,No,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.7,560.85,Nope,Nope +Female,Yes,No,No,2,SingleLine,DSL,Yes,No,Month-to-month,No,Mailed check,54.85,104.2,Nope,OnlineSecurity +Male,No,No,No,2,SingleLine,No,No internet service,No internet service,One year,No,Credit card (automatic),19.3,28.3,Nope,Nope +Male,No,No,Yes,9,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,55.35,449.75,TV,Nope +Female,No,No,No,38,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),83.9,3233.6,Nope,FullSecurity +Male,No,No,No,9,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.95,185.6,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,70.6,70.6,Nope,Nope +Female,No,No,Yes,4,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),98.1,396.3,FullService,DeviceProtection +Male,No,No,No,14,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,89.95,1178.4,TV,Nope +Male,No,Yes,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,50.35,50.35,FullService,DeviceProtection +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,76.0,76.0,Nope,Nope +Male,No,No,No,36,SingleLine,DSL,Yes,Yes,One year,Yes,Mailed check,65.4,2498.4,Movies,Nope +Male,No,Yes,Yes,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.5,453.75,Nope,FullSecurity +Male,No,No,No,32,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.15,3432.9,FullService,OnlineSecurity +Male,No,Yes,No,12,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Bank transfer (automatic),80.85,866.45,Nope,OnlineSecurity +Female,No,No,No,14,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,89.8,1129.1,FullService,Nope +Female,Yes,Yes,No,29,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),99.05,2952.85,FullService,DeviceProtection +Female,No,Yes,Yes,5,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,85.75,470.95,TV,Nope +Male,No,Yes,Yes,18,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,95.15,1779.95,FullService,DeviceProtection +Female,No,Yes,No,58,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),102.1,5885.4,FullService,DeviceProtection +Male,No,Yes,No,2,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,94.2,167.5,FullService,Nope +Male,No,Yes,No,40,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.3,4113.1,FullService,Nope +Female,No,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.25,418.4,Nope,Nope +Female,No,Yes,Yes,35,MultipleLines,DSL,No,Yes,Month-to-month,No,Electronic check,72.25,2568.55,TV,FullSecurity +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.2,146.05,TV,Nope +Male,No,No,Yes,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.3,93.3,FullService,Nope +Male,No,Yes,No,3,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),79.65,251.75,Nope,Nope +Female,No,Yes,No,55,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,77.75,4458.15,Nope,DeviceProtection +Female,No,Yes,No,25,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),104.95,2566.5,FullService,DeviceProtection +Male,No,Yes,No,6,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,82.85,460.25,TV,Nope +Female,No,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.5,573.3,FullService,Nope +Female,No,No,No,18,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,88.35,1639.3,TV,Nope +Female,No,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,75.35,338.1,Nope,Nope +Female,Yes,Yes,No,55,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,85.45,4874.7,Nope,DeviceProtection +Female,No,Yes,No,11,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.05,483.7,Nope,Nope +Female,No,Yes,Yes,28,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.05,2227.1,Movies,Nope +Female,No,No,Yes,16,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.0,1312.15,TV,Nope +Male,Yes,Yes,No,53,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.9,5549.4,FullService,Nope +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.85,81.0,Nope,Nope +Female,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.5,220.6,Nope,Nope +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.95,69.95,Nope,Nope +Female,Yes,No,No,55,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,100.0,5509.3,FullService,DeviceProtection +Male,Yes,Yes,Yes,26,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,105.75,2710.25,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.5,79.5,TV,Nope +Female,No,Yes,No,15,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.3,1308.4,TV,DeviceProtection +Male,No,No,Yes,3,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,91.85,257.05,Movies,DeviceProtection +Female,No,Yes,Yes,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,97.95,384.5,FullService,Nope +Female,No,No,Yes,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,59.2,59.2,Movies,DeviceProtection +Male,Yes,No,No,22,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.7,2082.95,FullService,Nope +Female,No,Yes,No,34,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,97.65,3207.55,FullService,Nope +Female,No,No,No,2,SingleLine,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),49.05,91.1,Nope,Nope +Male,No,No,No,18,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,49.4,874.8,Nope,OnlineSecurity +Male,No,No,No,69,MultipleLines,DSL,Yes,Yes,One year,Yes,Credit card (automatic),78.6,5356.45,Movies,FullSecurity +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),80.15,80.15,Movies,Nope +Female,No,No,No,13,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,96.65,1244.5,TV,OnlineSecurity +Male,No,No,No,19,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,78.25,1490.95,Nope,DeviceProtection +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,86.2,178.7,Movies,DeviceProtection +Male,No,No,No,7,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.25,112.3,Nope,Nope +Male,No,No,Yes,9,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,55.35,449.75,TV,Nope +Male,No,Yes,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,101.1,1504.05,FullService,DeviceProtection +Male,Yes,No,No,38,SingleLine,DSL,Yes,Yes,One year,Yes,Credit card (automatic),70.15,2497.35,TV,DeviceProtection +Male,No,No,No,59,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.35,1099.6,Nope,Nope +Female,No,No,No,12,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),78.1,947.3,Movies,Nope +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,76.0,76.0,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,44.4,44.4,Nope,Nope +Male,Yes,No,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),96.15,3019.25,FullService,Nope +Male,Yes,Yes,No,13,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,98.0,1237.85,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.1,19.1,Nope,Nope +Female,No,No,No,10,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,98.5,1058.25,FullService,Nope +Female,No,No,No,6,SingleLine,DSL,Yes,No,Month-to-month,No,Electronic check,56.25,389.1,Nope,OnlineSecurity +Male,Yes,Yes,Yes,22,Nope,DSL,No,No,Month-to-month,No,Mailed check,40.05,880.2,Movies,OnlineSecurity +Female,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,63.75,Nope,Nope +Male,No,No,No,22,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.35,1730.35,Nope,Nope +Male,No,Yes,No,14,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.1,1235.55,TV,Nope +Male,No,No,No,1,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,50.45,50.45,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.1,70.1,Nope,Nope +Female,No,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.2,1046.1,FullService,Nope +Male,No,No,Yes,49,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),75.2,3678.3,Nope,Nope +Male,Yes,Yes,No,44,MultipleLines,Fiber optic,Yes,No,One year,No,Mailed check,88.4,3912.9,Movies,Nope +Male,Yes,No,No,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.7,560.85,Nope,Nope +Female,No,No,No,6,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.9,669.45,FullService,DeviceProtection +Female,No,No,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,85.5,Nope,Nope +Male,No,Yes,Yes,29,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.75,1974.8,Nope,Nope +Male,Yes,No,No,20,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.55,1842.8,FullService,DeviceProtection +Female,No,Yes,No,16,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,49.95,810.2,FullService,Nope +Female,Yes,Yes,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.85,20.85,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,49.65,49.65,Nope,DeviceProtection +Male,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,85.2,602.55,Movies,Nope +Female,No,Yes,Yes,41,SingleLine,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),66.5,2728.6,Movies,Nope +Female,No,No,Yes,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),84.05,333.55,Nope,DeviceProtection +Female,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.55,179.25,Movies,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.1,89.1,FullService,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,76.35,76.35,Nope,DeviceProtection +Female,No,No,No,3,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Electronic check,63.6,155.65,TV,Nope +Male,No,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),84.5,662.65,Movies,Nope +Male,Yes,Yes,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.8,914.3,Movies,DeviceProtection +Male,No,Yes,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,23.45,23.45,Nope,Nope +Male,No,No,No,28,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.7,2979.5,FullService,DeviceProtection +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.0,94.0,FullService,Nope +Female,No,Yes,Yes,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.0,506.9,Nope,Nope +Male,Yes,Yes,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,101.95,700.85,FullService,DeviceProtection +Female,No,Yes,Yes,62,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.15,6283.3,FullService,DeviceProtection +Female,Yes,Yes,No,24,Nope,DSL,No,No,Month-to-month,Yes,Credit card (automatic),40.65,933.3,Movies,DeviceProtection +Female,No,No,Yes,12,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.55,480.6,Nope,Nope +Male,Yes,No,No,52,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,49.15,2550.9,FullService,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),73.5,73.5,Nope,DeviceProtection +Female,No,No,No,14,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,75.35,1025.95,Nope,DeviceProtection +Female,Yes,No,No,15,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),75.3,1147.45,Nope,Nope +Female,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.0,412.5,Movies,Nope +Male,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,83.85,790.15,Movies,Nope +Female,No,Yes,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.0,1078.9,FullService,Nope +Female,No,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.25,418.4,Nope,Nope +Female,No,No,No,15,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),25.4,399.6,Nope,Nope +Female,No,No,No,1,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,54.9,54.9,Nope,OnlineSecurity +Female,No,No,No,9,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),44.2,403.35,Nope,Nope +Female,Yes,No,No,30,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Credit card (automatic),91.7,2758.15,Nope,FullSecurity +Male,Yes,Yes,No,24,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.15,2231.05,FullService,DeviceProtection +Female,No,No,No,42,SingleLine,DSL,Yes,Yes,One year,No,Credit card (automatic),73.9,3160.55,Movies,FullSecurity +Male,No,No,No,6,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,85.35,489.45,TV,Nope +Male,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.4,229.55,Nope,Nope +Male,Yes,No,No,66,MultipleLines,Fiber optic,Yes,Yes,One year,No,Credit card (automatic),110.9,7432.05,FullService,DeviceProtection +Male,Yes,Yes,Yes,1,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),49.25,49.25,Nope,Nope +Female,No,Yes,No,19,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.2,1441.1,Nope,OnlineSecurity +Female,No,Yes,No,19,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.2,1441.1,Nope,OnlineSecurity +Female,No,No,No,18,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.2,1553.9,TV,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,50.9,50.9,Nope,DeviceProtection +Female,No,Yes,Yes,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.95,381.3,Movies,Nope +Male,No,Yes,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.1,659.65,Nope,Nope +Female,Yes,No,No,30,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Credit card (automatic),91.7,2758.15,Nope,FullSecurity +Female,No,Yes,Yes,25,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.1,2368.4,Movies,DeviceProtection +Male,No,Yes,No,6,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,82.85,460.25,TV,Nope +Male,No,No,No,42,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.75,4273.45,FullService,Nope +Male,No,No,No,11,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,73.85,926.25,Nope,Nope +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.65,70.65,Nope,Nope +Female,No,No,No,15,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),25.4,399.6,Nope,Nope +Male,No,No,No,13,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.8,973.45,Nope,DeviceProtection +Female,Yes,No,No,31,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.95,3186.65,FullService,Nope +Male,No,Yes,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.9,2447.95,Nope,DeviceProtection +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,Nope,Nope +Female,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),74.25,639.65,Nope,OnlineSecurity +Female,No,Yes,Yes,67,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Credit card (automatic),108.75,7156.2,FullService,FullSecurity +Female,No,Yes,Yes,12,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.0,233.55,Nope,Nope +Male,Yes,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.8,546.95,TV,Nope +Male,No,Yes,No,24,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.65,2542.45,FullService,DeviceProtection +Male,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.45,593.45,TV,DeviceProtection +Male,No,Yes,Yes,3,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,56.15,168.15,Nope,DeviceProtection +Female,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,59.75,Nope,Nope +Female,No,No,Yes,9,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,72.9,651.4,FullService,DeviceProtection +Female,No,No,No,42,SingleLine,DSL,Yes,Yes,One year,No,Credit card (automatic),73.9,3160.55,Movies,FullSecurity +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),46.0,84.5,Nope,Nope +Female,No,No,No,39,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,50.75,2011.4,FullService,DeviceProtection +Male,No,Yes,No,51,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.65,4812.75,FullService,Nope +Male,Yes,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.25,331.9,Nope,Nope +Female,Yes,No,No,25,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,102.8,2660.2,FullService,OnlineSecurity +Female,No,Yes,Yes,65,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.5,6985.65,FullService,DeviceProtection +Female,Yes,No,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),84.6,865.55,Movies,DeviceProtection +Male,Yes,No,No,22,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.7,2082.95,FullService,Nope +Female,Yes,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),75.55,349.65,Nope,DeviceProtection +Male,No,No,No,31,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,103.45,3066.45,FullService,DeviceProtection +Female,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.0,412.5,Movies,Nope +Male,No,Yes,Yes,17,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.0,1149.65,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.7,45.7,Nope,Nope +Female,No,Yes,Yes,31,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,91.15,2995.45,Movies,Nope +Male,Yes,Yes,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),85.6,1345.55,Movies,Nope +Male,No,Yes,No,13,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),102.25,1359.0,FullService,DeviceProtection +Male,Yes,No,No,8,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,74.5,606.55,Nope,Nope +Female,Yes,Yes,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.6,347.65,FullService,OnlineSecurity +Male,No,Yes,Yes,49,Nope,DSL,Yes,No,One year,Yes,Bank transfer (automatic),51.8,2541.25,FullService,Nope +Male,No,Yes,No,66,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),105.0,7133.25,FullService,DeviceProtection +Female,Yes,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,36.45,36.45,TV,Nope +Female,No,Yes,No,22,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.25,1554.0,Nope,Nope +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),117.8,8684.8,FullService,FullSecurity +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,Nope,Nope +Female,Yes,Yes,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,46.0,46.0,Nope,Nope +Male,Yes,No,No,50,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.7,4816.7,FullService,Nope +Female,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.55,179.25,Movies,DeviceProtection +Female,No,No,No,27,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,94.55,2724.6,FullService,Nope +Male,Yes,No,No,2,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,74.7,165.4,Nope,Nope +Male,No,Yes,Yes,17,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.0,1149.65,Nope,Nope +Female,No,Yes,Yes,17,SingleLine,Fiber optic,No,Yes,One year,No,Bank transfer (automatic),98.6,1704.95,FullService,DeviceProtection +Female,No,No,No,2,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,34.7,62.25,Movies,Nope +Female,No,Yes,Yes,1,Nope,DSL,No,Yes,Month-to-month,No,Electronic check,40.1,40.1,TV,Nope +Female,No,Yes,Yes,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.95,381.3,Movies,Nope +Female,Yes,Yes,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),85.95,2628.6,TV,Nope +Female,No,Yes,Yes,61,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,1182.55,Nope,Nope +Male,No,Yes,Yes,67,MultipleLines,Fiber optic,Yes,No,One year,No,Electronic check,87.4,5918.8,Nope,DeviceProtection +Female,Yes,No,No,31,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.95,3186.65,FullService,Nope +Female,No,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.65,820.5,FullService,DeviceProtection +Male,No,No,No,5,Nope,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,43.25,219.0,Nope,FullSecurity +Female,No,Yes,Yes,12,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.0,233.55,Nope,Nope +Male,No,No,No,15,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,51.55,765.5,Nope,Nope +Male,No,No,No,20,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.7,1761.45,TV,DeviceProtection +Female,No,No,No,36,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,87.55,3078.1,Movies,DeviceProtection +Female,No,No,No,48,SingleLine,DSL,No,Yes,One year,Yes,Credit card (automatic),60.35,2896.4,Nope,FullSecurity +Female,No,No,No,31,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),79.85,2404.15,Nope,Nope +Female,No,Yes,Yes,69,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,103.95,7446.9,FullService,DeviceProtection +Male,No,No,No,18,MultipleLines,DSL,No,Yes,One year,Yes,Credit card (automatic),82.0,1425.45,FullService,DeviceProtection +Male,Yes,Yes,No,24,Nope,DSL,No,No,Month-to-month,No,Bank transfer (automatic),39.1,971.3,Movies,OnlineSecurity +Female,No,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Nope,Nope +Female,No,No,No,4,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),76.65,333.6,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,Nope,Nope +Female,Yes,Yes,No,54,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),101.5,5373.1,FullService,Nope +Male,No,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.5,829.1,FullService,Nope +Female,No,No,No,14,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.45,1072.0,Nope,DeviceProtection +Male,Yes,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.15,92.65,Nope,Nope +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.4,168.2,FullService,Nope +Female,Yes,Yes,No,54,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),101.5,5373.1,FullService,Nope +Female,No,No,No,9,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,74.65,703.55,FullService,OnlineSecurity +Male,No,No,No,7,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.25,112.3,Nope,Nope +Female,Yes,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,73.0,73.0,Nope,Nope +Female,No,Yes,Yes,31,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,104.2,3243.45,FullService,DeviceProtection +Female,No,No,No,6,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.15,567.45,Movies,FullSecurity +Male,No,No,No,25,MultipleLines,No,No internet service,No internet service,One year,No,Bank transfer (automatic),25.3,676.35,Nope,Nope +Male,Yes,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,25.1,25.1,Nope,Nope +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,47.8,92.45,Nope,OnlineSecurity +Male,No,Yes,No,59,MultipleLines,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),99.5,5961.1,FullService,DeviceProtection +Male,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,77.85,299.2,TV,Nope +Male,No,Yes,Yes,29,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.2,2698.35,Movies,DeviceProtection +Male,No,No,No,7,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,51.0,354.05,Nope,OnlineSecurity +Male,No,No,No,53,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),85.45,4517.25,TV,Nope +Female,Yes,Yes,No,68,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),96.55,6581.9,Movies,OnlineSecurity +Male,No,Yes,Yes,61,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,106.0,6547.7,FullService,OnlineSecurity +Male,No,Yes,Yes,41,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,102.6,4213.35,FullService,DeviceProtection +Female,No,Yes,Yes,16,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),89.45,1430.25,TV,DeviceProtection +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),46.0,84.5,Nope,Nope +Male,No,Yes,No,40,Nope,DSL,Yes,No,One year,Yes,Electronic check,42.35,1716.45,Nope,FullSecurity +Female,No,No,No,31,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.9,2806.9,Movies,DeviceProtection +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.15,45.15,Nope,Nope +Male,No,Yes,Yes,41,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,102.6,4213.35,FullService,DeviceProtection +Male,No,Yes,Yes,32,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),69.75,2347.9,Nope,Nope +Female,No,Yes,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.7,141.45,Nope,Nope +Male,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.5,918.6,FullService,DeviceProtection +Female,No,No,No,41,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,106.3,4443.45,FullService,DeviceProtection +Male,No,No,No,17,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,51.5,900.5,Nope,Nope +Female,No,No,No,13,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,84.45,1058.6,Nope,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.8,80.8,Movies,Nope +Male,No,No,No,59,SingleLine,No,No internet service,No internet service,Two year,No,Mailed check,19.35,1099.6,Nope,Nope +Male,No,Yes,No,63,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,103.4,6603.0,FullService,DeviceProtection +Male,No,Yes,No,40,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),97.1,3706.95,FullService,Nope +Female,No,No,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.75,1052.4,TV,Nope +Female,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.4,281.0,Nope,Nope +Male,No,Yes,No,4,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,80.6,319.15,Nope,DeviceProtection +Male,No,Yes,Yes,2,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.85,35.9,Nope,Nope +Female,No,Yes,Yes,3,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,44.3,134.5,Nope,Nope +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.95,74.95,Nope,Nope +Male,No,No,No,36,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.9,3067.2,Movies,Nope +Male,No,Yes,Yes,20,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.2,1776.55,FullService,Nope +Female,No,No,No,4,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Electronic check,105.65,443.9,FullService,DeviceProtection +Male,No,No,No,9,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,178.5,Nope,Nope +Female,No,Yes,Yes,21,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,102.8,2110.15,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.5,70.5,Nope,Nope +Female,No,Yes,Yes,31,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,91.15,2995.45,Movies,Nope +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,Nope,Nope +Female,No,Yes,No,55,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,77.75,4458.15,Nope,DeviceProtection +Female,No,Yes,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.9,764.95,Movies,Nope +Female,No,Yes,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.5,1056.95,FullService,DeviceProtection +Male,No,Yes,No,9,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.9,741.7,Nope,DeviceProtection +Female,No,No,No,21,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,97.35,2119.5,FullService,Nope +Female,No,No,No,50,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,109.65,5551.15,FullService,OnlineSecurity +Female,No,No,No,26,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.95,1834.95,Nope,Nope +Male,No,No,No,1,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.05,24.05,Nope,Nope +Female,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.6,291.9,FullService,Nope +Female,No,No,No,10,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.05,830.7,Nope,Nope +Female,No,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.25,418.4,Nope,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,44.45,44.45,Nope,Nope +Female,No,Yes,No,2,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,35.1,68.75,Movies,Nope +Male,No,No,No,44,Nope,DSL,Yes,No,One year,Yes,Mailed check,53.95,2375.4,FullService,DeviceProtection +Female,Yes,Yes,No,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,81.0,371.65,Nope,Nope +Female,Yes,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.75,606.25,Nope,Nope +Female,Yes,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.45,19.45,Nope,Nope +Female,Yes,No,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),84.6,865.55,Movies,DeviceProtection +Male,No,No,No,35,SingleLine,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),102.35,3626.1,FullService,DeviceProtection +Male,Yes,Yes,No,41,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.8,4259.3,FullService,DeviceProtection +Female,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,63.75,Nope,Nope +Female,No,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.25,418.4,Nope,Nope +Male,No,No,No,1,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.15,79.15,Nope,Nope +Female,No,No,Yes,15,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),69.0,994.8,Nope,Nope +Female,No,Yes,Yes,17,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Electronic check,91.85,1574.45,TV,OnlineSecurity +Female,No,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,89.3,577.6,FullService,Nope +Male,Yes,No,No,20,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.55,1842.8,FullService,DeviceProtection +Female,Yes,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.75,606.25,Nope,Nope +Male,No,Yes,No,55,Nope,DSL,No,Yes,Month-to-month,Yes,Bank transfer (automatic),54.55,2978.3,FullService,DeviceProtection +Male,No,No,No,7,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.25,669.0,FullService,Nope +Male,Yes,Yes,Yes,66,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),99.5,6822.15,FullService,DeviceProtection +Female,No,Yes,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,88.9,454.15,Movies,FullSecurity +Male,Yes,No,No,55,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.8,5617.75,FullService,OnlineSecurity +Male,No,No,No,68,MultipleLines,Fiber optic,Yes,Yes,One year,No,Electronic check,108.45,7176.55,FullService,DeviceProtection +Male,Yes,No,No,12,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Mailed check,83.8,1029.75,Nope,DeviceProtection +Male,Yes,Yes,No,66,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),100.05,6871.9,FullService,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.95,20.95,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),74.3,74.3,Nope,Nope +Male,No,Yes,Yes,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,Nope,Nope +Male,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,74.65,544.55,Nope,DeviceProtection +Male,Yes,Yes,No,20,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.55,1899.65,FullService,Nope +Female,No,No,No,4,SingleLine,DSL,Yes,No,Month-to-month,No,Credit card (automatic),50.7,151.3,Nope,Nope +Female,No,Yes,Yes,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.3,250.05,Movies,Nope +Male,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.05,746.5,Movies,Nope +Male,Yes,No,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.6,1281.0,TV,Nope +Female,Yes,Yes,No,27,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,101.25,2754.45,FullService,FullSecurity +Female,No,Yes,No,6,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,146.3,Nope,Nope +Female,No,No,No,54,MultipleLines,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),103.95,5639.05,FullService,FullSecurity +Male,No,No,No,4,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,54.3,195.3,Movies,Nope +Male,Yes,Yes,No,43,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,103.0,4414.3,FullService,DeviceProtection +Female,No,No,No,5,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),85.4,425.9,Movies,Nope +Female,Yes,Yes,No,24,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.55,2264.05,FullService,Nope +Female,No,Yes,No,39,Nope,DSL,No,No,Month-to-month,No,Electronic check,55.9,2184.35,FullService,FullSecurity +Female,Yes,No,No,25,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.7,2187.55,Movies,Nope +Male,Yes,Yes,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.75,573.75,FullService,DeviceProtection +Female,No,No,No,3,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Electronic check,63.6,155.65,TV,Nope +Male,No,Yes,No,4,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,48.55,201.0,FullService,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.2,69.2,Nope,Nope +Female,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),70.9,273.0,Nope,Nope +Female,No,Yes,Yes,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,97.95,384.5,FullService,Nope +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.35,89.5,Nope,Nope +Male,No,Yes,No,12,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Bank transfer (automatic),80.85,866.45,Nope,OnlineSecurity +Female,No,No,Yes,62,MultipleLines,Fiber optic,No,No,One year,Yes,Electronic check,100.15,6413.65,FullService,DeviceProtection +Male,No,Yes,Yes,22,SingleLine,DSL,No,Yes,One year,Yes,Bank transfer (automatic),67.5,1544.05,TV,FullSecurity +Male,No,No,No,39,Nope,DSL,Yes,Yes,Month-to-month,Yes,Credit card (automatic),48.95,1880.85,TV,OnlineSecurity +Male,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.75,90.75,FullService,Nope +Male,No,Yes,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.45,498.1,FullService,DeviceProtection +Male,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.5,918.6,FullService,DeviceProtection +Male,Yes,No,No,70,Nope,DSL,No,No,One year,Yes,Electronic check,45.25,3264.45,FullService,Nope +Male,No,No,Yes,40,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,55.25,2139.2,Nope,OnlineSecurity +Male,Yes,No,No,15,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,80.2,1217.25,Nope,Nope +Male,No,No,No,20,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.7,1761.45,TV,DeviceProtection +Male,Yes,Yes,No,18,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,78.55,1422.65,Movies,Nope +Female,No,Yes,Yes,3,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,44.3,134.5,Nope,Nope +Male,Yes,Yes,No,36,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.1,3021.6,Movies,Nope +Female,No,No,Yes,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.95,45.95,Nope,Nope +Male,No,No,No,5,Nope,DSL,No,Yes,Month-to-month,No,Mailed check,40.0,223.45,Nope,FullSecurity +Female,No,Yes,No,19,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.2,1441.1,Nope,OnlineSecurity +Female,No,No,No,7,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.0,137.6,Nope,Nope +Female,No,Yes,Yes,8,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,83.55,680.05,TV,Nope +Female,Yes,No,No,54,MultipleLines,DSL,Yes,Yes,One year,No,Bank transfer (automatic),82.45,4350.1,FullService,OnlineSecurity +Female,No,No,No,7,Nope,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),40.1,293.3,Movies,Nope +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.4,168.2,FullService,Nope +Female,Yes,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,71.0,71.0,Nope,Nope +Male,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.6,415.55,TV,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.9,74.9,Nope,DeviceProtection +Male,Yes,Yes,Yes,56,MultipleLines,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),104.55,5794.65,FullService,FullSecurity +Male,Yes,Yes,No,21,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.1,1474.75,Nope,Nope +Female,Yes,No,No,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,92.1,729.95,FullService,DeviceProtection +Female,No,Yes,Yes,13,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,55.95,734.35,Movies,Nope +Male,No,No,No,17,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.65,1313.55,Nope,DeviceProtection +Female,No,No,No,15,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.25,1457.25,FullService,DeviceProtection +Male,No,No,No,71,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Electronic check,108.05,7532.15,FullService,FullSecurity +Male,No,No,Yes,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.4,44.4,Nope,Nope +Female,Yes,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.9,321.75,Nope,Nope +Female,No,Yes,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,55.2,55.2,TV,Nope +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,79.65,152.7,TV,Nope +Female,No,No,No,23,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.15,1676.95,Nope,Nope +Male,No,Yes,No,58,SingleLine,DSL,Yes,No,One year,No,Credit card (automatic),60.3,3563.8,Nope,FullSecurity +Female,No,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.35,79.35,TV,Nope +Female,No,Yes,Yes,57,SingleLine,DSL,No,No,One year,Yes,Bank transfer (automatic),70.1,3913.3,FullService,OnlineSecurity +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),69.8,134.7,Nope,Nope +Female,No,No,No,25,SingleLine,DSL,Yes,Yes,One year,No,Mailed check,74.3,1863.8,TV,FullSecurity +Female,No,No,No,5,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,89.35,461.7,Movies,Nope +Male,No,Yes,No,21,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,106.1,2249.95,FullService,DeviceProtection +Male,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,83.85,790.15,Movies,Nope +Female,Yes,No,No,27,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.25,2287.25,Movies,Nope +Female,No,Yes,No,50,MultipleLines,Fiber optic,Yes,Yes,One year,No,Electronic check,108.55,5610.7,FullService,OnlineSecurity +Female,No,No,No,8,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),80.1,679.3,TV,Nope +Female,No,No,Yes,15,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.9,1269.55,Movies,Nope +Male,Yes,Yes,Yes,1,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),49.25,49.25,Nope,Nope +Female,No,Yes,No,25,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),104.95,2566.5,FullService,DeviceProtection +Male,No,Yes,No,49,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),99.05,4853.75,FullService,Nope +Male,Yes,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.9,260.9,TV,Nope +Male,No,No,No,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.85,1008.7,Movies,Nope +Male,Yes,Yes,No,3,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,36.45,93.7,TV,Nope +Female,Yes,No,No,27,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.25,2287.25,Movies,Nope +Male,No,Yes,Yes,69,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),99.45,7007.6,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,80.5,80.5,Movies,Nope +Female,Yes,Yes,No,66,MultipleLines,Fiber optic,No,Yes,One year,Yes,Credit card (automatic),105.95,6975.25,FullService,DeviceProtection +Female,No,Yes,Yes,61,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,1182.55,Nope,Nope +Female,No,Yes,Yes,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),85.35,754.65,TV,Nope +Female,No,No,Yes,9,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,72.9,651.4,FullService,DeviceProtection +Female,Yes,No,No,21,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,41.9,840.1,TV,OnlineSecurity +Female,No,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),95.65,778.1,FullService,Nope +Female,No,No,No,28,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.95,2625.55,Movies,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.15,70.15,Nope,Nope +Female,No,Yes,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.5,1056.95,FullService,DeviceProtection +Female,No,No,No,4,SingleLine,DSL,Yes,No,Month-to-month,No,Credit card (automatic),50.7,151.3,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.45,85.45,TV,DeviceProtection +Female,No,No,No,6,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),93.55,536.4,FullService,Nope +Male,Yes,No,No,24,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),102.95,2496.7,FullService,DeviceProtection +Male,No,No,No,32,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.35,2596.15,Nope,Nope +Male,No,Yes,No,14,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.1,1235.55,TV,Nope +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.0,94.0,FullService,Nope +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.65,70.65,Nope,Nope +Female,Yes,No,No,10,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,34.7,329.8,Movies,Nope +Male,No,No,No,45,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),100.85,4740.0,FullService,Nope +Male,No,Yes,Yes,20,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.2,1776.55,FullService,Nope +Male,No,No,Yes,49,MultipleLines,Fiber optic,No,Yes,One year,Yes,Bank transfer (automatic),100.6,5069.65,FullService,Nope +Female,Yes,No,No,16,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,94.45,1511.2,FullService,Nope +Female,No,Yes,No,25,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),34.0,853.0,TV,Nope +Female,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.3,523.15,Movies,Nope +Male,No,Yes,Yes,4,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,50.9,225.6,Nope,Nope +Female,Yes,Yes,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.2,2931.0,FullService,Nope +Male,No,No,No,6,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,44.75,270.95,Nope,Nope +Male,Yes,No,No,25,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.5,2196.15,TV,Nope +Female,Yes,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,55.8,55.8,Nope,FullSecurity +Male,No,No,No,18,MultipleLines,DSL,No,Yes,One year,Yes,Credit card (automatic),82.0,1425.45,FullService,DeviceProtection +Male,Yes,Yes,No,57,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,44.85,2572.95,FullService,Nope +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.15,98.5,Nope,Nope +Male,Yes,No,No,5,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,50.35,237.25,Nope,DeviceProtection +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.75,75.75,Nope,Nope +Male,No,No,Yes,49,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),75.2,3678.3,Nope,Nope +Female,No,No,No,54,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,No,Electronic check,111.1,6014.85,FullService,DeviceProtection +Female,No,No,No,2,SingleLine,DSL,No,Yes,Month-to-month,No,Electronic check,76.4,160.8,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.8,69.8,Nope,Nope +Male,Yes,Yes,No,11,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,214.75,Nope,Nope +Female,No,Yes,No,9,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,48.75,442.2,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,44.15,44.15,Nope,Nope +Female,No,No,No,30,SingleLine,DSL,Yes,Yes,One year,No,Bank transfer (automatic),85.35,2530.4,FullService,FullSecurity +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.45,76.45,Nope,Nope +Male,No,Yes,No,13,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),102.25,1359.0,FullService,DeviceProtection +Female,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.35,660.9,FullService,DeviceProtection +Female,Yes,No,No,60,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,106.0,6441.4,FullService,DeviceProtection +Female,No,No,No,57,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),112.95,6465.0,FullService,FullSecurity +Male,No,Yes,No,1,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),44.7,44.7,Nope,Nope +Female,No,Yes,Yes,42,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.2,4186.3,FullService,Nope +Male,Yes,No,No,47,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,85.5,4042.3,Movies,OnlineSecurity +Female,No,No,No,53,MultipleLines,Fiber optic,No,No,One year,Yes,Credit card (automatic),106.95,5785.5,FullService,FullSecurity +Male,Yes,No,No,66,MultipleLines,Fiber optic,Yes,Yes,One year,No,Credit card (automatic),110.9,7432.05,FullService,DeviceProtection +Female,No,No,No,18,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.05,1740.7,FullService,OnlineSecurity +Male,No,Yes,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.95,825.7,Nope,Nope +Female,No,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,89.3,577.6,FullService,Nope +Male,No,Yes,Yes,14,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,65.45,937.6,TV,OnlineSecurity +Male,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.0,95.0,FullService,OnlineSecurity +Male,No,No,No,1,Nope,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,44.65,44.65,Movies,Nope +Female,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.6,291.9,FullService,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,84.6,84.6,Movies,OnlineSecurity +Female,No,Yes,Yes,10,SingleLine,DSL,No,Yes,Month-to-month,No,Credit card (automatic),55.2,528.35,Nope,DeviceProtection +Female,No,No,No,16,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),95.6,1555.65,Movies,DeviceProtection +Female,Yes,No,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,74.45,1145.7,Nope,Nope +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Bank transfer (automatic),46.05,80.35,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,78.05,78.05,TV,Nope +Female,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,80.05,80.05,TV,Nope +Female,No,Yes,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.5,1056.95,FullService,DeviceProtection +Female,No,No,No,5,SingleLine,DSL,No,Yes,Month-to-month,No,Credit card (automatic),53.85,259.8,Nope,OnlineSecurity +Female,No,Yes,Yes,50,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),84.4,4116.15,TV,Nope +Female,No,No,No,61,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Electronic check,106.6,6428.4,FullService,DeviceProtection +Male,Yes,Yes,No,49,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Credit card (automatic),90.05,4547.25,Movies,Nope +Female,No,Yes,No,48,Nope,DSL,Yes,No,One year,No,Mailed check,34.7,1604.5,Nope,DeviceProtection +Male,Yes,Yes,No,13,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,98.0,1237.85,FullService,DeviceProtection +Female,Yes,Yes,No,42,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),74.15,3229.4,Nope,OnlineSecurity +Male,Yes,No,No,3,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,41.15,132.2,Movies,DeviceProtection +Male,No,Yes,Yes,52,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Bank transfer (automatic),96.25,4990.25,Movies,DeviceProtection +Female,No,No,No,42,SingleLine,DSL,Yes,Yes,One year,No,Credit card (automatic),73.9,3160.55,Movies,FullSecurity +Female,Yes,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.6,195.05,Movies,Nope +Female,No,No,No,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,85.5,Nope,Nope +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,67.75,116.65,Nope,Nope +Female,No,No,No,44,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),84.8,3862.55,Nope,DeviceProtection +Male,No,No,No,5,SingleLine,DSL,No,No,One year,Yes,Mailed check,70.0,347.4,FullService,DeviceProtection +Female,Yes,Yes,No,65,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,106.25,6979.8,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,19.9,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,69.4,69.4,Nope,Nope +Male,No,Yes,Yes,17,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.0,1149.65,Nope,Nope +Male,No,Yes,Yes,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),69.95,529.5,Nope,Nope +Male,No,Yes,No,56,MultipleLines,Fiber optic,Yes,No,One year,No,Credit card (automatic),100.3,5614.45,FullService,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,Nope,Nope +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.35,89.5,Nope,Nope +Male,Yes,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,25.1,25.1,Nope,Nope +Male,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),84.4,732.5,Movies,Nope +Female,Yes,Yes,No,43,Nope,DSL,Yes,No,Month-to-month,No,Credit card (automatic),55.55,2342.2,FullService,DeviceProtection +Male,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,95.0,655.5,FullService,Nope +Male,Yes,Yes,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,74.95,308.7,Nope,Nope +Male,No,Yes,No,55,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,96.75,5238.9,TV,OnlineSecurity +Male,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.0,70.0,Nope,Nope +Female,No,No,No,19,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,106.6,1934.45,FullService,FullSecurity +Male,No,No,No,24,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,89.85,2165.05,TV,DeviceProtection +Male,No,No,No,8,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.15,438.4,Nope,Nope +Female,No,No,No,12,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Mailed check,61.65,713.75,Nope,FullSecurity +Male,No,Yes,Yes,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,1107.25,Nope,Nope +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,Nope,Nope +Female,No,Yes,Yes,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.7,45.7,Nope,Nope +Female,Yes,Yes,No,2,SingleLine,DSL,Yes,No,Month-to-month,No,Credit card (automatic),50.15,115.1,Nope,Nope +Male,No,Yes,No,56,MultipleLines,No,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.15,1327.15,Nope,Nope +Male,No,No,No,11,Nope,DSL,No,No,One year,Yes,Electronic check,41.6,470.6,TV,DeviceProtection +Male,No,No,No,14,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,89.95,1178.4,TV,Nope +Female,No,No,No,13,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.25,1111.65,Nope,DeviceProtection +Female,No,No,No,4,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,46.0,193.6,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.65,45.65,Nope,Nope +Female,Yes,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.85,292.8,TV,Nope +Female,No,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,84.3,84.3,TV,Nope +Male,Yes,Yes,No,1,Nope,DSL,Yes,No,Month-to-month,No,Electronic check,40.2,40.2,TV,Nope +Male,No,No,No,67,MultipleLines,Fiber optic,Yes,Yes,Two year,No,Credit card (automatic),116.2,7752.3,FullService,FullSecurity +Female,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,19.45,Nope,Nope +Male,No,No,No,24,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,89.85,2165.05,TV,DeviceProtection +Female,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.45,240.45,FullService,Nope +Female,No,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Nope,Nope +Male,No,No,Yes,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,75.35,75.35,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,55.7,55.7,Movies,Nope +Female,No,No,No,60,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.9,6396.45,FullService,DeviceProtection +Female,Yes,No,No,33,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,110.45,3655.45,FullService,DeviceProtection +Male,No,Yes,Yes,71,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),106.0,7723.7,FullService,DeviceProtection +Female,No,No,Yes,16,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.0,1312.15,TV,Nope +Female,Yes,Yes,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,49.55,49.55,Nope,OnlineSecurity +Female,No,No,No,3,MultipleLines,DSL,No,No,Month-to-month,Yes,Mailed check,50.65,151.3,Nope,Nope +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.85,81.0,Nope,Nope +Male,No,Yes,Yes,23,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,99.85,2331.3,FullService,OnlineSecurity +Male,No,No,No,1,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,75.9,75.9,Nope,Nope +Male,Yes,Yes,No,66,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),100.05,6871.9,FullService,Nope +Female,No,No,No,34,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),73.95,2524.45,Nope,Nope +Male,No,No,No,12,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,99.95,1132.75,FullService,Nope +Male,Yes,No,No,20,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.55,1842.8,FullService,DeviceProtection +Male,Yes,Yes,No,17,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,76.45,1233.4,Nope,Nope +Female,No,No,Yes,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Mailed check,89.6,365.65,TV,Nope +Female,No,No,No,8,MultipleLines,DSL,No,Yes,Month-to-month,No,Electronic check,71.15,563.65,Movies,OnlineSecurity +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.05,79.05,TV,Nope +Female,No,No,No,57,SingleLine,Fiber optic,No,No,Two year,Yes,Electronic check,95.25,5464.65,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.35,88.35,FullService,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.85,69.85,Nope,Nope +Male,No,Yes,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.6,813.85,TV,Nope +Male,Yes,Yes,No,13,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),89.05,1169.35,Movies,Nope +Female,Yes,No,No,54,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.5,4370.25,Nope,Nope +Female,Yes,Yes,No,65,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,106.25,6979.8,FullService,DeviceProtection +Female,No,Yes,No,30,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.1,2804.45,TV,Nope +Female,No,No,No,34,MultipleLines,DSL,Yes,Yes,One year,Yes,Mailed check,64.4,2088.75,Nope,OnlineSecurity +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.85,69.85,Nope,Nope +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,25.15,25.15,Nope,Nope +Male,Yes,No,No,4,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),25.2,102.5,Nope,Nope +Male,No,No,No,4,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,44.55,174.3,FullService,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.95,19.95,Nope,Nope +Male,No,No,No,22,MultipleLines,DSL,Yes,No,Month-to-month,No,Electronic check,59.0,1254.7,Nope,OnlineSecurity +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.2,20.2,Nope,Nope +Female,Yes,No,No,4,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),99.8,442.85,FullService,DeviceProtection +Female,No,No,No,53,MultipleLines,Fiber optic,No,No,One year,Yes,Credit card (automatic),106.95,5785.5,FullService,FullSecurity +Female,No,Yes,Yes,3,Nope,DSL,No,Yes,Month-to-month,Yes,Mailed check,31.0,95.05,Nope,Nope +Female,No,No,No,54,MultipleLines,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),103.95,5639.05,FullService,FullSecurity +Female,No,Yes,Yes,57,SingleLine,DSL,No,No,One year,Yes,Bank transfer (automatic),70.1,3913.3,FullService,OnlineSecurity +Male,Yes,No,No,24,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.1,1712.7,Nope,Nope +Female,No,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.75,706.6,Nope,Nope +Male,No,Yes,Yes,47,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),107.35,5118.95,FullService,DeviceProtection +Male,No,Yes,No,17,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Credit card (automatic),90.2,1454.15,Nope,FullSecurity +Female,No,No,No,13,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.35,1358.85,FullService,OnlineSecurity +Male,No,Yes,No,40,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),97.1,3706.95,FullService,Nope +Female,No,Yes,No,44,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.1,4364.1,FullService,Nope +Female,No,No,No,8,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,49.85,365.55,Nope,OnlineSecurity +Female,Yes,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.85,372.45,Movies,DeviceProtection +Female,Yes,No,No,13,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,82.0,1127.2,Movies,Nope +Male,No,Yes,Yes,18,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,57.45,990.85,Movies,DeviceProtection +Female,No,Yes,Yes,12,Nope,DSL,Yes,No,Month-to-month,No,Mailed check,29.2,309.1,Nope,Nope +Male,Yes,No,No,5,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,50.35,237.25,Nope,DeviceProtection +Female,Yes,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.85,220.95,TV,DeviceProtection +Female,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.4,69.4,Nope,Nope +Male,No,No,No,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,85.3,424.15,Nope,DeviceProtection +Female,No,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.2,1046.1,FullService,Nope +Male,No,Yes,No,30,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),94.05,2866.45,FullService,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,69.4,69.4,Nope,Nope +Female,No,Yes,Yes,9,SingleLine,DSL,Yes,Yes,Month-to-month,No,Mailed check,65.0,663.05,Nope,FullSecurity +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,94.95,178.1,FullService,DeviceProtection +Male,No,No,No,44,Nope,DSL,Yes,No,One year,Yes,Mailed check,53.95,2375.4,FullService,DeviceProtection +Male,Yes,Yes,No,59,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),93.85,5574.75,FullService,Nope +Female,No,No,No,4,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.3,196.95,Nope,Nope +Male,No,Yes,No,55,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,104.15,5743.05,FullService,DeviceProtection +Female,No,Yes,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.5,582.5,TV,Nope +Female,No,Yes,No,14,MultipleLines,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),64.7,941.0,TV,OnlineSecurity +Male,Yes,Yes,No,66,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,110.85,7491.75,FullService,DeviceProtection +Female,Yes,No,No,14,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.3,1096.25,Nope,Nope +Male,No,No,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.45,19.45,Nope,Nope +Female,No,Yes,No,44,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.1,4364.1,FullService,Nope +Male,No,No,No,16,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.7,342.4,Nope,Nope +Female,No,Yes,Yes,25,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.15,2257.75,TV,DeviceProtection +Female,No,Yes,Yes,42,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),77.95,3384.0,TV,Nope +Female,Yes,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.25,69.25,Nope,Nope +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,86.2,178.7,Movies,DeviceProtection +Male,No,Yes,Yes,6,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),44.6,260.8,Nope,Nope +Female,No,Yes,No,9,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Bank transfer (automatic),91.75,865.8,Nope,FullSecurity +Female,No,Yes,Yes,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),91.05,2954.5,Movies,DeviceProtection +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.85,197.7,FullService,DeviceProtection +Female,No,Yes,No,39,Nope,DSL,No,No,Month-to-month,No,Electronic check,55.9,2184.35,FullService,FullSecurity +Male,No,Yes,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.3,208.85,Nope,Nope +Male,Yes,Yes,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.4,74.4,Nope,Nope +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.9,74.9,Nope,Nope +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.85,69.85,Nope,Nope +Male,No,Yes,Yes,23,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,99.85,2331.3,FullService,OnlineSecurity +Female,No,Yes,Yes,6,SingleLine,DSL,Yes,No,Month-to-month,No,Credit card (automatic),55.9,365.35,Nope,OnlineSecurity +Female,No,Yes,Yes,22,SingleLine,DSL,Yes,No,Month-to-month,No,Mailed check,61.15,1422.05,Nope,FullSecurity +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,43.95,43.95,Nope,Nope +Female,Yes,Yes,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.45,74.45,Nope,Nope +Female,Yes,No,No,27,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),88.3,2467.75,Movies,DeviceProtection +Female,No,Yes,Yes,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,76.35,Nope,Nope +Female,No,No,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.75,1052.4,TV,Nope +Female,No,Yes,Yes,13,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,88.35,1222.8,FullService,Nope +Male,No,No,No,43,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,77.85,3365.85,Nope,Nope +Female,Yes,No,No,15,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),75.3,1147.45,Nope,Nope +Male,Yes,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.25,585.95,Nope,DeviceProtection +Female,No,No,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,75.55,413.65,Nope,Nope +Male,Yes,No,No,2,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,24.45,47.5,Nope,Nope +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.85,81.0,Nope,Nope +Female,No,No,No,18,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),90.0,1527.35,TV,Nope +Male,Yes,No,No,2,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,74.7,165.4,Nope,Nope +Female,No,Yes,No,33,SingleLine,Fiber optic,No,Yes,One year,Yes,Electronic check,103.75,3361.05,FullService,FullSecurity +Male,No,Yes,Yes,13,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,84.05,1095.3,Movies,OnlineSecurity +Male,No,No,No,3,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,69.35,191.35,FullService,Nope +Female,No,Yes,No,25,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),104.95,2566.5,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,56.25,56.25,Movies,Nope +Female,No,Yes,No,58,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),102.1,5885.4,FullService,DeviceProtection +Female,No,Yes,Yes,17,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.45,1451.6,Movies,Nope +Male,No,Yes,Yes,11,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),79.5,868.5,TV,Nope +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.25,144.55,TV,Nope +Female,Yes,Yes,No,34,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.25,3217.55,Movies,DeviceProtection +Male,No,Yes,Yes,55,SingleLine,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),57.55,3046.4,Nope,OnlineSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,20.0,Nope,Nope +Male,Yes,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.1,45.1,Nope,Nope +Female,Yes,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,74.4,434.1,Nope,DeviceProtection +Male,Yes,Yes,No,24,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.85,1772.25,Nope,OnlineSecurity +Female,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,80.6,155.8,Nope,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.2,69.2,Nope,Nope +Female,No,Yes,Yes,22,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,83.3,1845.9,Movies,Nope +Female,Yes,Yes,No,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.15,916.75,Nope,Nope +Male,No,No,No,17,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,51.5,900.5,Nope,Nope +Female,No,No,Yes,1,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,60.0,60.0,Nope,OnlineSecurity +Male,Yes,Yes,No,27,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.5,1893.95,Nope,Nope +Male,No,Yes,No,5,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,126.05,Nope,Nope +Female,No,No,No,15,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,86.2,1270.2,TV,OnlineSecurity +Female,No,No,No,3,Nope,DSL,No,Yes,Month-to-month,No,Mailed check,34.25,139.35,Nope,OnlineSecurity +Male,No,No,No,44,Nope,DSL,Yes,No,One year,Yes,Mailed check,53.95,2375.4,FullService,DeviceProtection +Female,Yes,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.45,19.45,Nope,Nope +Female,Yes,No,No,1,Nope,DSL,No,No,Month-to-month,No,Electronic check,25.25,25.25,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,20.55,20.55,Nope,Nope +Male,No,Yes,Yes,11,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),79.5,868.5,TV,Nope +Male,No,Yes,No,71,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Credit card (automatic),108.6,7690.9,FullService,DeviceProtection +Male,Yes,No,No,23,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,106.4,2483.5,FullService,DeviceProtection +Female,No,Yes,No,15,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.3,1308.4,TV,DeviceProtection +Female,No,Yes,No,20,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,24.45,482.8,Nope,Nope +Female,Yes,No,No,22,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.4,1692.6,Nope,Nope +Male,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.8,713.1,Movies,Nope +Male,Yes,Yes,No,3,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,36.45,93.7,TV,Nope +Male,No,Yes,Yes,70,MultipleLines,Fiber optic,Yes,No,Two year,No,Bank transfer (automatic),98.3,6859.5,FullService,Nope +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,80.0,80.0,Movies,Nope +Male,Yes,Yes,No,53,MultipleLines,DSL,No,Yes,One year,Yes,Electronic check,60.05,3229.65,Nope,OnlineSecurity +Male,Yes,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,44.95,85.15,Nope,Nope +Female,No,Yes,Yes,13,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,88.35,1222.8,FullService,Nope +Male,No,No,No,6,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,85.35,489.45,TV,Nope +Male,Yes,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.6,819.4,FullService,DeviceProtection +Male,No,No,No,13,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.8,973.45,Nope,DeviceProtection +Female,No,Yes,No,9,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,89.45,853.1,FullService,Nope +Male,No,No,No,12,SingleLine,DSL,No,Yes,Month-to-month,No,Mailed check,56.65,654.85,Nope,OnlineSecurity +Female,Yes,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.45,396.1,FullService,Nope +Male,No,Yes,No,70,MultipleLines,Fiber optic,Yes,Yes,One year,No,Credit card (automatic),115.65,7968.85,FullService,FullSecurity +Male,Yes,No,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,75.65,1146.65,Nope,Nope +Male,Yes,Yes,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.0,2642.05,Movies,Nope +Female,No,Yes,No,2,Nope,DSL,No,No,Month-to-month,No,Electronic check,44.6,97.1,FullService,Nope +Female,Yes,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.75,606.25,Nope,Nope +Male,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),101.55,298.35,FullService,DeviceProtection +Female,Yes,No,No,1,MultipleLines,DSL,No,No,Month-to-month,No,Mailed check,50.55,50.55,Nope,Nope +Female,Yes,No,No,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.3,940.35,Nope,DeviceProtection +Male,No,Yes,No,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,81.3,416.3,Nope,Nope +Female,No,No,No,15,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.25,1457.25,FullService,DeviceProtection +Female,No,Yes,No,11,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,102.0,1145.35,FullService,Nope +Male,No,No,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.5,863.1,FullService,Nope +Male,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.9,324.3,Movies,Nope +Female,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.8,69.8,Nope,Nope +Female,No,Yes,Yes,17,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,88.25,1460.65,TV,DeviceProtection +Male,No,Yes,Yes,67,MultipleLines,Fiber optic,Yes,No,One year,No,Electronic check,87.4,5918.8,Nope,DeviceProtection +Male,No,No,Yes,20,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.4,374.5,Nope,Nope +Female,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,59.75,Nope,Nope +Male,Yes,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,91.05,289.1,TV,DeviceProtection +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),70.0,153.05,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,69.55,69.55,Nope,Nope +Male,No,Yes,Yes,29,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.75,1974.8,Nope,Nope +Male,No,No,No,61,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Credit card (automatic),111.6,6876.05,FullService,FullSecurity +Male,No,Yes,Yes,23,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,99.85,2331.3,FullService,OnlineSecurity +Female,No,No,No,17,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.0,1144.5,Nope,Nope +Female,Yes,Yes,No,35,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.5,3653.35,TV,OnlineSecurity +Male,No,No,No,7,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.25,669.0,FullService,Nope +Male,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.4,229.55,Nope,Nope +Female,No,Yes,Yes,1,Nope,DSL,No,No,Month-to-month,No,Bank transfer (automatic),30.5,30.5,Nope,OnlineSecurity +Male,No,Yes,No,53,SingleLine,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),94.25,4867.95,FullService,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),45.1,45.1,Nope,Nope +Female,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,74.45,74.45,Nope,Nope +Male,No,Yes,Yes,19,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,83.65,1465.75,Movies,Nope +Female,No,No,No,42,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,105.2,4400.75,FullService,FullSecurity +Female,Yes,No,No,56,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,111.95,6418.9,FullService,DeviceProtection +Female,No,No,No,10,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,98.5,1058.25,FullService,Nope +Male,Yes,No,No,21,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),96.8,2030.3,FullService,DeviceProtection +Female,No,No,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),99.7,1238.45,Movies,FullSecurity +Female,No,No,No,2,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,34.7,62.25,Movies,Nope +Female,No,Yes,Yes,22,SingleLine,DSL,Yes,No,Month-to-month,No,Mailed check,61.15,1422.05,Nope,FullSecurity +Female,No,Yes,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),44.6,80.55,Nope,Nope +Female,No,Yes,Yes,23,SingleLine,Fiber optic,Yes,Yes,Month-to-month,No,Electronic check,83.8,1900.25,Nope,DeviceProtection +Male,Yes,Yes,No,24,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.85,1772.25,Nope,OnlineSecurity +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,74.25,74.25,Nope,Nope +Male,No,No,No,44,Nope,DSL,Yes,No,One year,Yes,Mailed check,53.95,2375.4,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,Nope,Nope +Male,No,No,No,3,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,55.15,159.15,TV,Nope +Male,Yes,No,No,51,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,97.8,4913.3,FullService,DeviceProtection +Female,No,No,No,4,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,24.25,96.05,Nope,Nope +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,35.45,35.45,Movies,Nope +Male,No,No,No,61,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Credit card (automatic),111.6,6876.05,FullService,FullSecurity +Male,No,No,No,36,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.75,3050.15,Movies,Nope +Female,Yes,Yes,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.45,74.45,Nope,Nope +Female,No,No,No,4,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,24.45,86.6,Nope,Nope +Female,Yes,No,No,14,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.3,1096.25,Nope,Nope +Female,No,No,No,9,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),44.2,403.35,Nope,Nope +Female,Yes,Yes,No,68,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),96.55,6581.9,Movies,OnlineSecurity +Male,Yes,No,No,25,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.5,2196.15,TV,Nope +Female,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.85,170.85,FullService,Nope +Female,No,No,Yes,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,59.2,59.2,Movies,DeviceProtection +Female,No,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.75,889.9,FullService,Nope +Female,Yes,No,No,27,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.25,2287.25,Movies,Nope +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.6,86.6,Movies,Nope +Female,Yes,Yes,No,51,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,77.5,3807.35,Nope,OnlineSecurity +Female,No,No,No,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,90.8,455.5,TV,Nope +Male,No,Yes,No,14,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.1,1235.55,TV,Nope +Male,No,No,No,3,Nope,DSL,Yes,No,Month-to-month,Yes,Mailed check,35.45,106.85,Nope,OnlineSecurity +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),69.75,144.55,Nope,Nope +Male,No,No,No,39,Nope,DSL,Yes,Yes,Month-to-month,Yes,Credit card (automatic),48.95,1880.85,TV,OnlineSecurity +Male,No,Yes,Yes,65,MultipleLines,DSL,Yes,No,One year,No,Credit card (automatic),72.45,4653.85,Movies,FullSecurity +Male,Yes,No,No,9,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,54.55,494.05,Nope,OnlineSecurity +Male,Yes,Yes,No,17,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),81.5,1329.2,Movies,Nope +Female,Yes,No,No,16,SingleLine,DSL,No,Yes,Month-to-month,No,Electronic check,59.4,1023.9,TV,Nope +Male,No,No,No,10,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.7,788.8,Nope,Nope +Female,Yes,No,No,30,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,40.3,1172.95,TV,DeviceProtection +Female,No,Yes,No,54,MultipleLines,Fiber optic,Yes,Yes,One year,No,Electronic check,110.35,5893.15,FullService,DeviceProtection +Female,No,No,No,5,SingleLine,DSL,No,Yes,Month-to-month,No,Electronic check,54.2,308.25,Nope,OnlineSecurity +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,Nope,Nope +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.55,93.55,FullService,Nope +Male,Yes,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,91.4,449.75,FullService,Nope +Male,No,No,No,3,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,88.35,262.05,TV,DeviceProtection +Female,Yes,No,No,2,Nope,DSL,No,No,Month-to-month,No,Electronic check,24.35,41.85,Nope,Nope +Male,No,Yes,Yes,25,SingleLine,Fiber optic,No,No,One year,Yes,Electronic check,90.4,2178.6,FullService,Nope +Male,No,No,Yes,49,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),75.2,3678.3,Nope,Nope +Female,Yes,Yes,No,8,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),80.65,633.3,Nope,Nope +Female,No,No,No,41,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),114.5,4527.45,FullService,FullSecurity +Male,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.0,340.85,TV,Nope +Male,Yes,Yes,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.55,73.55,Nope,Nope +Female,Yes,Yes,No,27,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),104.3,2867.75,FullService,OnlineSecurity +Male,Yes,No,No,14,SingleLine,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),90.45,1266.1,FullService,Nope +Female,No,Yes,No,48,Nope,DSL,Yes,No,One year,No,Mailed check,34.7,1604.5,Nope,DeviceProtection +Female,No,No,No,4,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),76.65,333.6,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.8,69.8,Nope,Nope +Male,No,No,No,21,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,82.35,1852.85,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.3,45.3,Nope,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.3,45.3,Nope,Nope +Male,No,No,No,24,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,96.0,2122.45,FullService,Nope +Male,No,Yes,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.95,825.7,Nope,Nope +Male,Yes,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.8,546.95,TV,Nope +Male,No,Yes,No,22,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,54.2,1152.7,Nope,OnlineSecurity +Male,Yes,No,No,12,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,43.65,526.95,Movies,DeviceProtection +Male,Yes,No,No,12,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,43.65,526.95,Movies,DeviceProtection +Female,No,Yes,Yes,38,SingleLine,DSL,Yes,Yes,One year,No,Credit card (automatic),80.3,3058.65,FullService,OnlineSecurity +Male,No,No,No,32,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.15,3432.9,FullService,OnlineSecurity +Male,No,No,Yes,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.75,99.75,FullService,DeviceProtection +Male,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),84.4,732.5,Movies,Nope +Female,Yes,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.75,154.85,Nope,Nope +Female,Yes,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),76.45,503.6,Nope,OnlineSecurity +Male,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.95,19.95,Nope,Nope +Male,No,Yes,Yes,29,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.2,2698.35,Movies,DeviceProtection +Female,No,Yes,Yes,10,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),102.1,1068.85,FullService,DeviceProtection +Male,No,Yes,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),74.6,74.6,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.75,45.75,Nope,Nope +Male,No,Yes,No,67,SingleLine,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),90.6,6056.15,Movies,OnlineSecurity +Male,No,No,Yes,6,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,94.5,575.45,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,Nope,Nope +Female,Yes,Yes,No,43,Nope,DSL,Yes,No,Month-to-month,No,Credit card (automatic),55.55,2342.2,FullService,DeviceProtection +Female,Yes,Yes,No,40,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,39.3,1637.4,TV,Nope +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,84.5,84.5,TV,Nope +Female,No,No,No,29,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.9,2384.15,TV,Nope +Female,No,Yes,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.25,587.1,TV,DeviceProtection +Female,Yes,Yes,No,18,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Bank transfer (automatic),99.75,1836.25,FullService,Nope +Male,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,71.65,71.65,Nope,Nope +Female,Yes,No,No,2,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,30.4,78.65,Nope,DeviceProtection +Male,No,Yes,No,47,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,109.55,5124.55,FullService,DeviceProtection +Female,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.0,412.5,Movies,Nope +Female,Yes,Yes,No,58,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),105.5,6205.5,FullService,OnlineSecurity +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,20.3,Nope,Nope +Female,No,Yes,Yes,62,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.15,6283.3,FullService,DeviceProtection +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.0,94.0,FullService,Nope +Male,No,Yes,No,47,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,109.55,5124.55,FullService,DeviceProtection +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.6,86.6,Movies,Nope +Male,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,64.55,Nope,Nope +Female,No,Yes,Yes,25,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.1,2368.4,Movies,DeviceProtection +Male,No,Yes,Yes,24,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,54.75,1338.15,Nope,OnlineSecurity +Female,No,No,No,42,SingleLine,DSL,Yes,Yes,One year,No,Credit card (automatic),73.9,3160.55,Movies,FullSecurity +Male,No,Yes,Yes,39,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,86.3,3266.0,TV,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.55,89.55,FullService,Nope +Female,No,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,75.8,75.8,Nope,Nope +Female,No,Yes,Yes,36,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),97.35,3457.9,TV,DeviceProtection +Male,Yes,Yes,Yes,66,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),79.4,5154.6,TV,FullSecurity +Female,Yes,No,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,74.45,1145.7,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,75.8,75.8,Nope,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,54.75,54.75,Movies,Nope +Female,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.0,21.0,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.8,19.8,Nope,Nope +Male,No,Yes,Yes,55,SingleLine,DSL,Yes,Yes,Two year,No,Bank transfer (automatic),57.55,3046.4,Nope,OnlineSecurity +Male,Yes,No,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.6,1281.0,TV,Nope +Male,No,Yes,No,55,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,96.75,5238.9,TV,OnlineSecurity +Male,Yes,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,49.25,91.1,Nope,OnlineSecurity +Female,No,No,No,54,MultipleLines,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),103.95,5639.05,FullService,FullSecurity +Female,Yes,Yes,No,35,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.5,3653.35,TV,OnlineSecurity +Male,Yes,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.9,260.9,TV,Nope +Female,No,Yes,Yes,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.75,325.45,Nope,DeviceProtection +Male,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.85,196.75,FullService,Nope +Male,No,No,No,33,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,68.25,2171.15,Nope,Nope +Male,Yes,Yes,No,62,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,103.75,6383.35,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.15,20.15,Nope,Nope +Female,Yes,No,No,2,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,89.5,161.5,Movies,Nope +Male,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.3,264.8,Movies,Nope +Male,No,No,No,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,83.2,1060.6,TV,DeviceProtection +Female,No,Yes,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.5,582.5,TV,Nope +Female,No,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Nope,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.8,45.8,Nope,Nope +Male,No,Yes,Yes,2,SingleLine,No,No internet service,No internet service,One year,No,Mailed check,19.85,35.9,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.25,79.25,Movies,Nope +Female,No,Yes,Yes,21,Nope,DSL,No,No,One year,Yes,Electronic check,55.95,1157.05,FullService,FullSecurity +Female,No,No,No,18,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,88.35,1639.3,TV,Nope +Male,No,Yes,No,40,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),97.1,3706.95,FullService,Nope +Female,No,Yes,Yes,58,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.4,5435.6,Movies,OnlineSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,20.6,Nope,Nope +Female,No,No,No,22,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,84.3,1855.65,Movies,Nope +Male,No,Yes,No,42,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,99.45,4138.05,Movies,DeviceProtection +Male,No,No,No,58,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),103.25,6017.65,FullService,DeviceProtection +Female,No,No,No,43,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Electronic check,104.6,4759.85,FullService,DeviceProtection +Male,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.8,713.1,Movies,Nope +Female,No,No,No,2,SingleLine,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),49.05,91.1,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,80.85,80.85,Movies,Nope +Female,No,No,No,37,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,64.75,2345.2,FullService,Nope +Female,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,75.45,480.75,Nope,Nope +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,94.95,178.1,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,78.95,78.95,TV,Nope +Male,Yes,Yes,No,1,Nope,DSL,Yes,No,Month-to-month,No,Electronic check,40.2,40.2,TV,Nope +Male,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.9,280.85,Nope,DeviceProtection +Female,No,Yes,Yes,30,Nope,DSL,No,Yes,Month-to-month,No,Credit card (automatic),51.2,1561.5,FullService,Nope +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,71.0,71.0,Nope,Nope +Female,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),77.65,714.15,TV,Nope +Male,Yes,No,No,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.5,1201.15,FullService,Nope +Male,No,No,Yes,49,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),75.2,3678.3,Nope,Nope +Female,No,No,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,93.9,486.85,FullService,Nope +Male,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),101.55,298.35,FullService,DeviceProtection +Male,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.4,229.55,Nope,Nope +Female,Yes,Yes,Yes,72,MultipleLines,DSL,Yes,Yes,Two year,No,Credit card (automatic),92.45,6440.25,FullService,FullSecurity +Female,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),81.0,389.6,TV,Nope +Female,No,No,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.7,973.25,FullService,OnlineSecurity +Male,No,No,No,69,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Bank transfer (automatic),106.5,7348.8,FullService,DeviceProtection +Male,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.0,340.85,TV,Nope +Female,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.85,511.25,Nope,Nope +Female,Yes,Yes,No,61,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),104.4,6405.0,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,19.7,Nope,Nope +Male,No,No,No,19,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),55.0,1046.5,Nope,DeviceProtection +Male,No,No,No,32,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,96.2,3183.4,FullService,Nope +Male,No,No,No,4,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,74.4,299.7,FullService,DeviceProtection +Male,No,Yes,No,41,MultipleLines,DSL,No,No,One year,Yes,Electronic check,73.0,3001.2,FullService,DeviceProtection +Male,No,Yes,Yes,61,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,106.0,6547.7,FullService,OnlineSecurity +Male,No,No,No,3,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,49.9,130.1,Nope,Nope +Male,No,No,No,3,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),105.35,323.25,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,Nope,Nope +Female,Yes,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.3,235.5,Nope,Nope +Female,No,Yes,No,8,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,156.25,Nope,Nope +Male,No,Yes,No,14,Nope,DSL,No,No,Month-to-month,No,Electronic check,46.35,667.7,FullService,Nope +Female,Yes,No,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.4,1581.2,FullService,Nope +Female,No,No,No,24,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.75,2407.3,FullService,DeviceProtection +Female,Yes,Yes,No,40,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),99.2,4062.2,FullService,Nope +Male,No,Yes,Yes,5,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.9,135.0,Nope,Nope +Male,No,No,No,5,Nope,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,43.25,219.0,Nope,FullSecurity +Male,Yes,Yes,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,74.95,308.7,Nope,Nope +Female,No,No,No,25,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.5,2369.05,FullService,DeviceProtection +Male,No,No,No,31,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,78.45,2435.15,Nope,Nope +Male,No,No,No,5,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,70.05,346.4,FullService,DeviceProtection +Female,Yes,No,No,8,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.5,829.55,FullService,DeviceProtection +Female,No,No,No,60,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.9,6396.45,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.35,88.35,FullService,Nope +Female,No,No,No,1,SingleLine,DSL,Yes,No,Month-to-month,No,Electronic check,50.55,50.55,Nope,Nope +Male,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.8,620.35,Movies,Nope +Female,Yes,No,No,20,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.1,1782.4,Movies,DeviceProtection +Male,No,No,Yes,1,Nope,DSL,Yes,No,Month-to-month,Yes,Mailed check,31.35,31.35,Nope,Nope +Male,No,No,No,22,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,54.45,1127.35,Nope,OnlineSecurity +Male,Yes,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,73.75,545.15,Nope,Nope +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,No,Electronic check,35.9,35.9,Movies,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.1,20.1,Nope,Nope +Female,Yes,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.3,424.45,FullService,Nope +Female,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,78.8,78.8,TV,Nope +Female,No,Yes,Yes,45,SingleLine,DSL,Yes,Yes,One year,Yes,Credit card (automatic),54.15,2319.8,Nope,Nope +Female,No,No,No,7,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,59.5,415.95,TV,Nope +Male,No,Yes,No,47,MultipleLines,Fiber optic,No,Yes,One year,Yes,Credit card (automatic),110.85,5275.8,FullService,FullSecurity +Female,No,No,Yes,9,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,72.9,651.4,FullService,DeviceProtection +Male,Yes,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,70.85,70.85,Nope,Nope +Female,No,No,No,35,MultipleLines,DSL,No,Yes,One year,Yes,Credit card (automatic),85.95,3110.1,FullService,FullSecurity +Female,No,No,No,9,SingleLine,DSL,Yes,Yes,Month-to-month,No,Mailed check,66.25,620.55,TV,Nope +Female,No,Yes,Yes,30,Nope,DSL,No,Yes,Month-to-month,No,Credit card (automatic),51.2,1561.5,FullService,Nope +Female,No,No,No,4,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,24.45,86.6,Nope,Nope +Male,Yes,No,No,3,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,41.15,132.2,Movies,DeviceProtection +Male,Yes,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,91.05,289.1,TV,DeviceProtection +Male,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.05,746.5,Movies,Nope +Female,Yes,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,25.7,25.7,Nope,Nope +Male,Yes,No,No,45,SingleLine,DSL,No,No,One year,No,Credit card (automatic),62.7,2791.5,Movies,FullSecurity +Female,No,Yes,Yes,40,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,84.85,3303.05,Nope,DeviceProtection +Male,No,No,No,43,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.4,4528.0,FullService,Nope +Male,Yes,Yes,No,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),104.15,7689.95,FullService,DeviceProtection +Female,No,Yes,Yes,12,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.0,233.55,Nope,Nope +Male,No,Yes,No,24,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,104.65,2542.45,FullService,DeviceProtection +Female,No,No,No,50,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,109.65,5551.15,FullService,OnlineSecurity +Male,No,Yes,Yes,51,Nope,DSL,Yes,No,One year,No,Electronic check,59.3,3014.65,FullService,FullSecurity +Male,No,Yes,Yes,49,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,84.5,4254.85,TV,Nope +Male,Yes,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,73.75,545.15,Nope,Nope +Female,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.7,586.05,TV,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,79.6,79.6,Movies,Nope +Female,No,No,No,57,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),112.95,6465.0,FullService,FullSecurity +Female,No,No,No,6,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,99.95,547.65,FullService,DeviceProtection +Female,Yes,Yes,No,14,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.2,1369.8,FullService,Nope +Male,Yes,No,No,14,SingleLine,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),90.45,1266.1,FullService,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,50.9,50.9,Nope,DeviceProtection +Female,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,25.1,25.1,Nope,Nope +Male,No,No,No,9,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,178.5,Nope,Nope +Female,No,Yes,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,24.8,24.8,Nope,Nope +Male,Yes,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.25,331.9,Nope,Nope +Female,Yes,No,No,15,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,96.3,1426.75,Movies,FullSecurity +Female,Yes,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.3,424.45,FullService,Nope +Male,No,Yes,No,13,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,54.45,706.85,FullService,OnlineSecurity +Male,No,Yes,Yes,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.5,453.75,Nope,FullSecurity +Male,No,Yes,No,59,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,106.75,6252.9,TV,FullSecurity +Female,Yes,Yes,Yes,34,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,79.6,2718.3,Nope,Nope +Male,No,No,No,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.85,1008.7,Movies,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.55,69.55,Nope,Nope +Female,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.0,21.0,Nope,Nope +Female,Yes,No,No,64,SingleLine,DSL,Yes,Yes,Two year,Yes,Credit card (automatic),70.2,4481.0,TV,OnlineSecurity +Female,No,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,94.4,857.25,FullService,Nope +Male,No,No,No,18,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,49.4,874.8,Nope,OnlineSecurity +Female,No,No,No,10,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,98.5,1058.25,FullService,Nope +Male,No,No,No,18,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,80.65,1451.9,Nope,Nope +Male,No,Yes,No,65,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),91.85,5940.85,TV,Nope +Female,No,No,No,22,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,90.0,1993.8,TV,Nope +Female,Yes,No,No,6,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,98.25,560.6,FullService,Nope +Male,No,No,No,5,SingleLine,DSL,No,No,One year,Yes,Mailed check,70.0,347.4,FullService,DeviceProtection +Female,No,Yes,Yes,43,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,56.15,2499.3,TV,Nope +Male,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.95,19.95,Nope,Nope +Male,Yes,No,No,45,SingleLine,DSL,No,No,One year,No,Credit card (automatic),62.7,2791.5,Movies,FullSecurity +Female,No,Yes,Yes,26,MultipleLines,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,60.05,1616.15,Nope,Nope +Male,No,No,No,17,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.65,1313.55,Nope,DeviceProtection +Male,Yes,Yes,No,7,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),94.7,673.1,Movies,OnlineSecurity +Female,Yes,Yes,Yes,34,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,79.6,2718.3,Nope,Nope +Male,No,No,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.45,19.45,Nope,Nope +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),70.0,153.05,Nope,Nope +Male,Yes,No,No,33,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),83.85,2716.3,Nope,DeviceProtection +Male,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.7,316.9,Nope,Nope +Female,Yes,Yes,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.45,74.45,Nope,Nope +Female,Yes,Yes,No,3,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,83.9,267.4,TV,Nope +Male,No,No,No,10,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.7,788.8,Nope,Nope +Female,Yes,Yes,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.35,334.8,Nope,Nope +Female,No,No,No,15,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,49.1,679.55,Nope,Nope +Male,Yes,No,No,70,Nope,DSL,No,No,One year,Yes,Electronic check,45.25,3264.45,FullService,Nope +Female,No,Yes,Yes,43,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,56.15,2499.3,TV,Nope +Male,Yes,Yes,No,29,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,95.9,2745.2,Movies,DeviceProtection +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,No,Bank transfer (automatic),24.8,24.8,Nope,Nope +Male,No,No,No,3,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,40.15,130.75,TV,DeviceProtection +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,86.2,178.7,Movies,DeviceProtection +Male,No,No,No,18,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),90.7,1597.25,Movies,DeviceProtection +Male,No,No,No,11,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.5,791.75,Nope,OnlineSecurity +Female,No,No,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.75,1052.4,TV,Nope +Female,No,Yes,No,13,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),48.75,633.4,FullService,DeviceProtection +Male,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.6,415.55,TV,Nope +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.0,94.0,FullService,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,42.9,42.9,Nope,Nope +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,71.0,71.0,Nope,Nope +Female,Yes,Yes,No,27,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),75.2,1929.35,Nope,OnlineSecurity +Male,Yes,No,No,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.8,502.6,Movies,Nope +Female,No,No,No,15,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,86.2,1270.2,TV,OnlineSecurity +Male,Yes,Yes,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,86.85,156.35,TV,Nope +Female,No,Yes,Yes,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.3,250.05,Movies,Nope +Male,No,Yes,Yes,7,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,48.7,340.25,Nope,DeviceProtection +Female,No,No,No,48,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),107.4,5121.3,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,20.0,Nope,Nope +Female,No,No,No,5,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,89.35,461.7,Movies,Nope +Female,No,Yes,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.0,1078.9,FullService,Nope +Female,No,Yes,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),85.2,627.4,Movies,Nope +Female,Yes,No,No,11,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),89.7,1047.7,FullService,Nope +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.6,86.6,Movies,Nope +Male,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.95,19.95,Nope,Nope +Male,No,No,No,12,SingleLine,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),50.25,593.75,Nope,Nope +Female,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,58.85,Nope,Nope +Male,No,No,No,1,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.05,24.05,Nope,Nope +Female,Yes,No,No,5,Nope,DSL,Yes,No,Month-to-month,No,Electronic check,28.45,131.05,Nope,Nope +Male,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.0,70.0,Nope,Nope +Female,No,No,No,6,SingleLine,DSL,No,Yes,Month-to-month,Yes,Bank transfer (automatic),50.8,288.05,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,Yes,No,Month-to-month,No,Mailed check,50.65,50.65,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,74.35,74.35,Nope,Nope +Male,No,Yes,No,14,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.15,1139.2,Movies,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,69.4,69.4,Nope,Nope +Female,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.9,19.9,Nope,Nope +Male,No,No,No,19,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,39.65,733.35,TV,DeviceProtection +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,44.35,81.25,Nope,Nope +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.85,167.3,Movies,DeviceProtection +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,70.5,70.5,Nope,Nope +Male,No,No,No,69,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),104.05,7262.0,FullService,DeviceProtection +Male,Yes,Yes,No,17,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),100.45,1622.45,FullService,DeviceProtection +Female,No,Yes,Yes,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),91.05,2954.5,Movies,DeviceProtection +Male,No,Yes,Yes,6,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),83.55,477.55,Movies,Nope +Female,No,No,No,5,SingleLine,DSL,No,Yes,Month-to-month,No,Credit card (automatic),53.85,259.8,Nope,OnlineSecurity +Female,Yes,Yes,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),85.35,1375.15,Movies,Nope +Female,No,No,No,23,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.15,1676.95,Nope,Nope +Female,No,No,No,24,Nope,DSL,Yes,No,Month-to-month,Yes,Credit card (automatic),54.15,1240.25,FullService,DeviceProtection +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,No,Mailed check,29.7,29.7,Nope,OnlineSecurity +Male,Yes,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.25,331.9,Nope,Nope +Male,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.75,90.75,FullService,Nope +Female,No,Yes,Yes,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.75,325.45,Nope,DeviceProtection +Female,No,No,No,39,SingleLine,Fiber optic,No,Yes,Two year,Yes,Electronic check,80.45,3201.55,Nope,DeviceProtection +Female,Yes,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),79.75,159.4,Movies,Nope +Male,No,Yes,No,52,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,84.1,4348.65,TV,OnlineSecurity +Female,No,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.65,321.65,TV,Nope +Female,Yes,No,No,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,73.0,73.0,Nope,Nope +Male,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.5,162.45,Nope,Nope +Male,No,Yes,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.6,813.85,TV,Nope +Male,No,Yes,Yes,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),84.8,371.9,Nope,DeviceProtection +Female,No,Yes,No,9,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,48.75,442.2,FullService,DeviceProtection +Male,No,No,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.0,740.0,Nope,Nope +Male,No,No,No,10,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,110.1,1043.3,FullService,FullSecurity +Female,No,Yes,Yes,45,SingleLine,DSL,Yes,Yes,One year,Yes,Credit card (automatic),54.15,2319.8,Nope,Nope +Female,No,No,No,7,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),70.75,450.8,FullService,Nope +Male,No,No,No,23,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.0,1917.1,Nope,DeviceProtection +Female,No,No,No,35,MultipleLines,DSL,No,Yes,One year,Yes,Credit card (automatic),85.95,3110.1,FullService,FullSecurity +Female,No,No,No,4,SingleLine,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),68.65,261.25,FullService,Nope +Male,No,No,No,58,MultipleLines,Fiber optic,Yes,No,One year,Yes,Bank transfer (automatic),103.25,6017.65,FullService,DeviceProtection +Female,No,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.55,723.4,Movies,Nope +Male,Yes,No,No,16,Nope,DSL,Yes,No,Month-to-month,Yes,Mailed check,39.0,679.85,TV,Nope +Male,No,Yes,No,6,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,91.0,531.0,Movies,DeviceProtection +Male,No,No,No,1,MultipleLines,DSL,No,No,Month-to-month,Yes,Electronic check,50.45,50.45,Nope,Nope +Male,No,No,Yes,20,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.4,374.5,Nope,Nope +Male,Yes,No,No,2,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,24.45,47.5,Nope,Nope +Male,Yes,Yes,No,57,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),95.25,5427.05,Movies,DeviceProtection +Male,No,No,No,54,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),105.4,5643.4,FullService,OnlineSecurity +Female,No,No,No,7,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),70.75,450.8,FullService,Nope +Male,No,Yes,Yes,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,Nope,Nope +Female,Yes,No,No,20,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.15,1520.9,Nope,OnlineSecurity +Male,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,74.65,544.55,Nope,DeviceProtection +Female,No,No,No,6,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),93.55,536.4,FullService,Nope +Male,No,Yes,No,42,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),95.25,3959.35,TV,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,84.6,84.6,Movies,OnlineSecurity +Male,No,Yes,No,22,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,54.2,1152.7,Nope,OnlineSecurity +Female,No,No,No,3,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,97.9,315.3,FullService,Nope +Female,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),70.9,273.0,Nope,Nope +Male,No,Yes,No,40,Nope,DSL,Yes,No,One year,Yes,Electronic check,42.35,1716.45,Nope,FullSecurity +Female,Yes,Yes,Yes,3,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,88.3,273.75,TV,OnlineSecurity +Female,Yes,No,No,26,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,95.0,2497.2,Movies,OnlineSecurity +Male,No,No,No,43,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,100.0,4211.55,FullService,Nope +Female,No,Yes,Yes,17,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,104.2,1743.5,FullService,FullSecurity +Male,No,Yes,No,71,Nope,DSL,Yes,No,Two year,No,Electronic check,49.35,3515.25,FullService,Nope +Female,Yes,Yes,No,8,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),80.65,633.3,Nope,Nope +Female,Yes,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.9,321.75,Nope,Nope +Female,No,No,No,1,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,52.2,52.2,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,69.4,69.4,Nope,Nope +Female,No,Yes,Yes,42,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),77.95,3384.0,TV,Nope +Male,No,No,No,10,MultipleLines,DSL,No,No,Month-to-month,Yes,Credit card (automatic),72.15,794.25,FullService,Nope +Female,No,Yes,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),75.15,496.9,Nope,DeviceProtection +Female,No,Yes,Yes,35,MultipleLines,DSL,No,Yes,Month-to-month,No,Electronic check,72.25,2568.55,TV,FullSecurity +Female,Yes,No,No,3,Nope,DSL,No,No,Month-to-month,No,Electronic check,25.3,77.75,Nope,Nope +Female,No,No,No,5,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,75.55,413.65,Nope,Nope +Female,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.15,268.35,Nope,Nope +Female,No,Yes,Yes,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),84.75,264.85,Movies,Nope +Male,No,No,No,58,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,104.65,6219.6,FullService,DeviceProtection +Male,Yes,No,No,50,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.7,4816.7,FullService,Nope +Male,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,33.2,Nope,Nope +Female,Yes,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,71.0,71.0,Nope,Nope +Female,No,Yes,No,57,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),104.5,5921.35,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.3,45.3,Nope,Nope +Female,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,20.5,Nope,Nope +Female,No,No,No,16,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),95.6,1555.65,Movies,DeviceProtection +Female,No,Yes,No,14,SingleLine,Fiber optic,Yes,Yes,One year,No,Mailed check,105.95,1348.9,FullService,OnlineSecurity +Male,No,No,No,10,Nope,DSL,No,No,Month-to-month,No,Mailed check,29.5,255.25,Nope,DeviceProtection +Male,No,No,No,28,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),94.5,2659.4,Movies,OnlineSecurity +Female,No,Yes,Yes,3,Nope,DSL,No,No,Month-to-month,No,Credit card (automatic),29.7,91.7,Nope,OnlineSecurity +Female,No,No,Yes,15,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),69.0,994.8,Nope,Nope +Male,No,No,No,9,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.95,185.6,Nope,Nope +Female,No,No,No,6,SingleLine,DSL,No,Yes,Month-to-month,Yes,Bank transfer (automatic),50.8,288.05,Nope,Nope +Female,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.1,69.1,Nope,Nope +Male,No,No,No,24,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),49.55,1210.4,Nope,OnlineSecurity +Male,No,Yes,No,55,Nope,DSL,No,Yes,Month-to-month,Yes,Bank transfer (automatic),54.55,2978.3,FullService,DeviceProtection +Female,No,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Mailed check,25.1,25.1,Nope,Nope +Female,No,No,No,9,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,74.65,703.55,FullService,OnlineSecurity +Female,Yes,No,No,30,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,40.3,1172.95,TV,DeviceProtection +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.35,75.35,Nope,Nope +Male,No,No,No,5,Nope,DSL,No,Yes,Month-to-month,No,Mailed check,40.0,223.45,Nope,FullSecurity +Female,No,Yes,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),44.6,80.55,Nope,Nope +Female,No,Yes,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),74.75,229.5,Nope,Nope +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.75,75.75,Nope,Nope +Female,No,Yes,Yes,26,MultipleLines,DSL,Yes,Yes,Month-to-month,Yes,Electronic check,60.05,1616.15,Nope,Nope +Female,No,No,No,3,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Credit card (automatic),80.1,217.55,Nope,DeviceProtection +Female,Yes,No,No,14,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,78.95,1101.85,Nope,Nope +Male,No,No,No,37,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Bank transfer (automatic),98.8,3475.55,FullService,Nope +Female,No,No,No,47,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,106.4,5127.95,FullService,DeviceProtection +Male,Yes,Yes,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.75,573.75,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.95,20.95,Nope,Nope +Female,Yes,No,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),95.15,997.65,FullService,Nope +Male,Yes,Yes,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.3,80.3,Nope,OnlineSecurity +Female,No,Yes,Yes,17,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,94.4,1607.2,TV,FullSecurity +Male,No,No,No,55,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.8,5283.95,FullService,Nope +Female,No,No,No,25,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.5,2369.05,FullService,DeviceProtection +Female,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.15,20.15,Nope,Nope +Male,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,71.65,71.65,Nope,Nope +Female,Yes,No,No,2,Nope,DSL,No,No,Month-to-month,No,Electronic check,24.35,41.85,Nope,Nope +Male,No,No,No,8,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,100.85,819.55,FullService,Nope +Male,No,Yes,Yes,12,SingleLine,DSL,No,No,One year,No,Credit card (automatic),53.65,696.35,Movies,Nope +Female,Yes,Yes,No,37,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.5,2868.15,Nope,Nope +Male,No,Yes,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,76.4,151.8,Nope,DeviceProtection +Female,No,Yes,No,55,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,77.75,4458.15,Nope,DeviceProtection +Male,No,Yes,Yes,51,Nope,DSL,Yes,No,One year,No,Electronic check,59.3,3014.65,FullService,FullSecurity +Female,No,Yes,Yes,49,MultipleLines,Fiber optic,Yes,No,One year,No,Mailed check,100.45,4941.8,FullService,Nope +Female,No,No,No,13,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,84.45,1058.6,Nope,DeviceProtection +Male,No,No,No,13,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.8,973.45,Nope,DeviceProtection +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.8,160.75,Nope,DeviceProtection +Male,Yes,No,No,15,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,74.4,1074.3,Nope,Nope +Male,No,Yes,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),73.85,1284.2,Nope,Nope +Female,No,Yes,Yes,4,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,80.85,302.75,Movies,Nope +Male,Yes,No,No,38,SingleLine,DSL,Yes,Yes,One year,Yes,Credit card (automatic),70.15,2497.35,TV,DeviceProtection +Female,Yes,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,55.8,55.8,Nope,FullSecurity +Male,No,Yes,No,59,MultipleLines,Fiber optic,No,No,One year,No,Electronic check,85.55,5084.65,Movies,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,20.25,Nope,Nope +Male,Yes,No,No,19,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,88.2,1775.8,TV,Nope +Female,No,No,No,41,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),114.5,4527.45,FullService,FullSecurity +Female,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.0,412.5,Movies,Nope +Male,Yes,No,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.25,793.55,Movies,Nope +Male,No,Yes,No,6,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,82.85,460.25,TV,Nope +Male,No,Yes,Yes,11,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),79.5,868.5,TV,Nope +Male,Yes,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,91.05,289.1,TV,DeviceProtection +Male,No,No,No,22,Nope,DSL,Yes,No,One year,Yes,Bank transfer (automatic),43.75,903.6,Movies,DeviceProtection +Male,No,No,Yes,40,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,55.25,2139.2,Nope,OnlineSecurity +Male,No,No,Yes,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.4,44.4,Nope,Nope +Male,No,No,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,76.0,1130.85,Nope,Nope +Female,No,No,No,41,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),70.25,2868.05,Nope,Nope +Male,Yes,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,39.65,39.65,Movies,DeviceProtection +Male,No,Yes,No,42,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),106.15,4512.7,FullService,DeviceProtection +Female,No,No,No,19,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,95.15,1789.25,Movies,OnlineSecurity +Male,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.05,746.5,Movies,Nope +Female,Yes,Yes,No,37,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.5,2868.15,Nope,Nope +Male,No,No,No,54,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),105.4,5643.4,FullService,OnlineSecurity +Male,No,Yes,Yes,31,Nope,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),35.4,1077.5,Nope,OnlineSecurity +Female,No,No,No,48,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),107.4,5121.3,FullService,DeviceProtection +Female,No,No,No,31,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),79.85,2404.15,Nope,Nope +Male,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.1,79.1,TV,Nope +Female,Yes,No,No,47,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.2,3969.35,Nope,DeviceProtection +Male,No,Yes,Yes,65,MultipleLines,Fiber optic,No,Yes,Two year,No,Bank transfer (automatic),108.65,6937.95,FullService,FullSecurity +Female,No,No,No,4,SingleLine,DSL,Yes,No,Month-to-month,No,Credit card (automatic),50.7,151.3,Nope,Nope +Female,No,Yes,No,41,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),113.6,4594.95,FullService,FullSecurity +Male,Yes,No,Yes,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,50.15,50.15,Nope,DeviceProtection +Male,No,Yes,No,66,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,104.05,6890.0,FullService,Nope +Female,No,No,No,7,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.0,137.6,Nope,Nope +Male,No,No,No,4,MultipleLines,DSL,No,No,Month-to-month,No,Mailed check,50.4,206.6,Nope,Nope +Male,Yes,Yes,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,101.95,700.85,FullService,DeviceProtection +Male,No,Yes,No,4,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,48.55,201.0,FullService,Nope +Female,No,Yes,Yes,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.0,506.9,Nope,Nope +Female,No,Yes,No,63,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,107.5,6873.75,FullService,DeviceProtection +Female,No,Yes,Yes,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),84.75,264.85,Movies,Nope +Male,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,73.6,520.0,Nope,Nope +Male,No,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),69.75,69.75,Nope,Nope +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,71.15,71.15,Nope,Nope +Male,No,Yes,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,50.35,50.35,FullService,DeviceProtection +Male,No,No,No,11,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,73.85,926.25,Nope,Nope +Male,No,Yes,Yes,7,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,89.75,608.8,TV,Nope +Male,No,No,No,31,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,55.25,1715.65,Nope,DeviceProtection +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,48.55,48.55,Nope,OnlineSecurity +Female,Yes,Yes,No,58,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Credit card (automatic),105.5,6205.5,FullService,OnlineSecurity +Female,No,Yes,Yes,66,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),102.45,6615.15,FullService,DeviceProtection +Female,No,No,No,56,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,73.85,4092.85,Nope,Nope +Female,No,Yes,No,6,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,49.15,270.8,Nope,Nope +Female,No,Yes,Yes,4,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,76.35,Nope,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,44.45,44.45,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,Nope,Nope +Male,No,No,No,14,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.55,1415.55,FullService,Nope +Male,No,Yes,Yes,7,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,34.5,279.25,Nope,OnlineSecurity +Female,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.85,511.25,Nope,Nope +Male,No,Yes,Yes,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),84.8,371.9,Nope,DeviceProtection +Female,No,Yes,Yes,2,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,65.7,134.35,FullService,Nope +Male,No,Yes,No,20,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,89.0,1820.45,FullService,Nope +Female,No,Yes,Yes,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.95,381.3,Movies,Nope +Female,Yes,No,No,47,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,95.05,4504.55,TV,Nope +Female,No,Yes,No,14,MultipleLines,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),64.7,941.0,TV,OnlineSecurity +Female,No,Yes,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,86.25,587.1,TV,DeviceProtection +Male,No,No,Yes,4,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Credit card (automatic),80.8,332.45,Nope,Nope +Female,Yes,Yes,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.2,2931.0,FullService,Nope +Female,No,No,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),99.7,1238.45,Movies,FullSecurity +Male,No,No,No,1,MultipleLines,DSL,No,Yes,Month-to-month,No,Mailed check,62.05,62.05,Nope,DeviceProtection +Female,No,No,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),97.85,1105.4,FullService,DeviceProtection +Male,No,Yes,Yes,67,MultipleLines,DSL,No,No,Two year,Yes,Electronic check,79.7,5293.4,FullService,FullSecurity +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,45.95,45.95,Nope,Nope +Female,No,No,No,2,SingleLine,DSL,No,Yes,Month-to-month,No,Electronic check,76.4,160.8,FullService,DeviceProtection +Male,No,Yes,No,59,Nope,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),41.05,2452.7,Movies,Nope +Female,Yes,Yes,No,68,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.6,6127.6,Movies,Nope +Male,No,No,No,40,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),104.5,4036.85,FullService,DeviceProtection +Female,No,No,Yes,5,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,46.0,221.7,Nope,Nope +Male,No,No,No,8,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,94.0,773.65,TV,DeviceProtection +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,86.2,178.7,Movies,DeviceProtection +Male,No,No,No,2,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,49.25,90.35,FullService,DeviceProtection +Female,No,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),69.55,222.3,Nope,Nope +Female,No,Yes,Yes,38,SingleLine,DSL,Yes,Yes,One year,No,Credit card (automatic),80.3,3058.65,FullService,OnlineSecurity +Male,Yes,No,No,21,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),96.8,2030.3,FullService,DeviceProtection +Male,Yes,No,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,75.65,1146.65,Nope,Nope +Male,No,Yes,Yes,47,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.35,4749.15,FullService,Nope +Female,Yes,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.2,346.2,TV,DeviceProtection +Male,No,No,No,38,SingleLine,DSL,No,Yes,One year,Yes,Mailed check,62.3,2354.8,Movies,DeviceProtection +Female,Yes,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.6,360.1,Movies,Nope +Female,No,Yes,No,24,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),99.3,2431.35,FullService,DeviceProtection +Female,No,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.25,418.4,Nope,Nope +Male,No,No,No,11,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,53.75,608.0,Nope,DeviceProtection +Male,No,Yes,Yes,6,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),83.55,477.55,Movies,Nope +Female,No,No,No,34,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),73.95,2524.45,Nope,Nope +Female,Yes,No,No,42,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),104.75,4323.45,FullService,DeviceProtection +Female,No,No,No,1,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,50.8,50.8,Nope,Nope +Male,Yes,Yes,Yes,41,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,111.95,4534.9,FullService,DeviceProtection +Female,No,No,No,63,MultipleLines,Fiber optic,Yes,No,One year,No,Bank transfer (automatic),99.9,6137.0,FullService,Nope +Female,No,No,No,15,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,86.2,1270.2,TV,OnlineSecurity +Male,No,No,No,3,Nope,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,36.85,108.7,Nope,Nope +Male,No,No,No,24,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,89.85,2165.05,TV,DeviceProtection +Male,Yes,Yes,No,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Bank transfer (automatic),104.15,7689.95,FullService,DeviceProtection +Male,No,No,No,19,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),55.0,1046.5,Nope,DeviceProtection +Male,No,No,No,23,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.95,1710.45,Nope,Nope +Female,No,Yes,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.95,1378.25,TV,Nope +Male,No,No,No,19,SingleLine,DSL,No,Yes,Month-to-month,Yes,Credit card (automatic),55.0,1046.5,Nope,DeviceProtection +Male,Yes,No,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),74.2,1133.9,Nope,Nope +Female,No,No,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.75,1129.75,FullService,DeviceProtection +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.55,93.55,FullService,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,Nope,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,54.75,54.75,Movies,Nope +Male,No,No,No,1,Nope,DSL,No,No,Month-to-month,No,Bank transfer (automatic),24.8,24.8,Nope,Nope +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.65,70.65,Nope,Nope +Male,No,Yes,Yes,2,MultipleLines,DSL,No,No,Month-to-month,No,Mailed check,56.7,113.55,Nope,OnlineSecurity +Female,No,Yes,No,15,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.3,1308.4,TV,DeviceProtection +Male,No,Yes,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.95,825.7,Nope,Nope +Male,Yes,Yes,No,13,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),89.05,1169.35,Movies,Nope +Male,Yes,No,No,17,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.05,770.6,Nope,Nope +Female,No,Yes,No,34,MultipleLines,DSL,Yes,Yes,Month-to-month,No,Electronic check,62.65,2274.9,Nope,OnlineSecurity +Female,Yes,Yes,Yes,40,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),94.55,3640.45,FullService,Nope +Male,No,No,No,19,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,39.65,733.35,TV,DeviceProtection +Male,No,Yes,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.95,825.7,Nope,Nope +Female,Yes,Yes,No,56,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),100.65,5688.05,FullService,DeviceProtection +Female,No,Yes,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.7,141.45,Nope,Nope +Female,No,Yes,Yes,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,84.5,916.9,Nope,DeviceProtection +Male,No,Yes,No,54,SingleLine,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),109.75,6110.2,FullService,FullSecurity +Female,No,Yes,No,5,MultipleLines,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),67.95,350.3,TV,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,70.6,70.6,Nope,Nope +Female,Yes,No,No,21,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,41.9,840.1,TV,OnlineSecurity +Female,Yes,No,No,32,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,74.4,2276.95,Nope,Nope +Male,No,No,No,1,Nope,DSL,Yes,Yes,Month-to-month,Yes,Mailed check,44.65,44.65,Movies,Nope +Female,No,No,No,3,SingleLine,DSL,Yes,No,Month-to-month,No,Electronic check,55.35,165.2,Nope,OnlineSecurity +Female,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.3,523.15,Movies,Nope +Male,No,Yes,No,13,Nope,DSL,No,Yes,Month-to-month,Yes,Electronic check,54.45,706.85,FullService,OnlineSecurity +Male,No,No,No,11,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,53.75,608.0,Nope,DeviceProtection +Male,No,No,No,12,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),81.7,858.6,Nope,FullSecurity +Female,Yes,Yes,No,15,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,83.05,1258.3,Nope,DeviceProtection +Male,Yes,No,No,10,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,72.85,688.65,Nope,Nope +Male,No,Yes,Yes,37,Nope,DSL,Yes,No,Month-to-month,No,Bank transfer (automatic),40.2,1448.8,Nope,FullSecurity +Male,No,Yes,Yes,12,SingleLine,DSL,No,No,One year,No,Credit card (automatic),53.65,696.35,Movies,Nope +Male,No,No,No,16,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.25,1483.25,FullService,OnlineSecurity +Female,Yes,Yes,No,26,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,84.95,2169.75,Movies,Nope +Male,No,No,No,26,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,80.5,2088.8,Nope,Nope +Male,No,Yes,Yes,6,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,55.3,324.25,Nope,DeviceProtection +Male,No,Yes,No,49,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),99.05,4853.75,FullService,Nope +Male,No,No,No,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,78.45,330.05,Nope,Nope +Male,No,Yes,No,67,SingleLine,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),90.6,6056.15,Movies,OnlineSecurity +Female,Yes,Yes,No,33,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.6,2656.5,Nope,Nope +Male,Yes,No,No,9,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),99.45,919.4,FullService,Nope +Female,No,Yes,Yes,4,SingleLine,DSL,Yes,Yes,Month-to-month,No,Mailed check,56.5,235.1,Nope,Nope +Male,No,Yes,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.3,208.85,Nope,Nope +Female,No,Yes,No,20,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,24.45,482.8,Nope,Nope +Female,No,Yes,No,6,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,49.15,270.8,Nope,Nope +Female,No,No,No,2,SingleLine,DSL,Yes,Yes,Month-to-month,Yes,Credit card (automatic),55.05,102.75,Nope,Nope +Male,No,No,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.45,19.45,Nope,Nope +Male,Yes,Yes,No,52,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,104.2,5568.35,FullService,FullSecurity +Male,No,Yes,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),73.85,1284.2,Nope,Nope +Male,Yes,No,No,43,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,89.55,3856.75,FullService,Nope +Male,No,Yes,No,12,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Bank transfer (automatic),80.85,866.45,Nope,OnlineSecurity +Female,No,No,No,48,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),107.4,5121.3,FullService,DeviceProtection +Female,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,78.8,78.8,TV,Nope +Female,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.9,19.9,Nope,Nope +Female,Yes,Yes,Yes,40,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),94.55,3640.45,FullService,Nope +Male,No,No,No,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,83.2,1060.6,TV,DeviceProtection +Male,No,Yes,Yes,20,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.2,1776.55,FullService,Nope +Male,Yes,No,No,43,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,89.55,3856.75,FullService,Nope +Female,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.8,45.8,Nope,Nope +Female,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.0,303.15,TV,Nope +Male,No,No,No,23,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.95,1710.45,Nope,Nope +Male,No,No,Yes,49,MultipleLines,Fiber optic,No,No,Month-to-month,No,Credit card (automatic),75.2,3678.3,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,46.3,46.3,Nope,Nope +Female,Yes,No,No,3,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,70.4,204.7,Nope,Nope +Female,No,Yes,Yes,49,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.6,4783.5,FullService,Nope +Male,No,Yes,Yes,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),89.55,185.55,FullService,Nope +Female,No,Yes,No,53,SingleLine,Fiber optic,No,No,One year,Yes,Bank transfer (automatic),94.85,5000.2,FullService,DeviceProtection +Male,No,No,No,36,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.9,3067.2,Movies,Nope +Male,No,Yes,No,59,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,106.75,6252.9,TV,FullSecurity +Male,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),46.0,84.5,Nope,Nope +Female,No,Yes,Yes,17,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,94.4,1607.2,TV,FullSecurity +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,75.3,75.3,Nope,OnlineSecurity +Male,Yes,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.05,746.5,Movies,Nope +Female,No,No,No,48,SingleLine,DSL,No,Yes,One year,Yes,Credit card (automatic),60.35,2896.4,Nope,FullSecurity +Male,No,No,No,11,Nope,DSL,No,No,One year,Yes,Electronic check,41.6,470.6,TV,DeviceProtection +Female,No,Yes,Yes,67,MultipleLines,Fiber optic,No,Yes,One year,Yes,Credit card (automatic),94.35,6341.45,Movies,OnlineSecurity +Female,Yes,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.85,751.65,TV,Nope +Female,Yes,No,No,30,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.7,2967.35,FullService,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.85,19.85,Nope,Nope +Female,No,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),95.65,778.1,FullService,Nope +Female,No,No,No,2,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,86.25,181.65,Nope,OnlineSecurity +Female,Yes,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.3,424.45,FullService,Nope +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,79.0,143.65,TV,Nope +Male,No,Yes,Yes,72,MultipleLines,Fiber optic,Yes,No,Two year,Yes,Electronic check,103.4,7372.65,FullService,DeviceProtection +Female,Yes,Yes,No,29,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),99.05,2952.85,FullService,DeviceProtection +Male,No,Yes,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.6,813.85,TV,Nope +Male,Yes,Yes,No,30,SingleLine,DSL,Yes,No,Month-to-month,Yes,Bank transfer (automatic),50.4,1527.5,Nope,Nope +Male,No,No,No,13,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,91.1,1135.7,FullService,Nope +Female,No,No,No,6,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,47.95,305.1,FullService,DeviceProtection +Female,No,Yes,Yes,25,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.1,2368.4,Movies,DeviceProtection +Male,No,Yes,Yes,5,MultipleLines,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.9,135.0,Nope,Nope +Female,No,No,Yes,46,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,4822.85,FullService,OnlineSecurity +Female,Yes,Yes,No,18,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,48.35,810.7,FullService,DeviceProtection +Female,Yes,Yes,No,1,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,90.6,90.6,TV,Nope +Female,No,Yes,Yes,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,84.5,916.9,Nope,DeviceProtection +Female,No,No,No,4,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Electronic check,105.65,443.9,FullService,DeviceProtection +Female,No,No,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,84.7,832.05,TV,OnlineSecurity +Male,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),96.5,492.55,FullService,DeviceProtection +Male,No,No,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,19.25,Nope,Nope +Female,No,No,No,56,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,73.85,4092.85,Nope,Nope +Female,Yes,Yes,No,17,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),85.35,1463.45,Nope,FullSecurity +Female,No,Yes,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,24.8,24.8,Nope,Nope +Female,Yes,Yes,No,61,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),104.4,6405.0,FullService,DeviceProtection +Male,No,Yes,No,54,SingleLine,Fiber optic,Yes,Yes,Two year,No,Bank transfer (automatic),109.75,6110.2,FullService,FullSecurity +Male,No,No,No,57,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,39.3,2111.45,TV,Nope +Male,No,No,Yes,22,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.4,2001.5,TV,DeviceProtection +Female,No,Yes,Yes,61,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,1182.55,Nope,Nope +Male,No,No,No,14,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.55,1415.55,FullService,Nope +Male,No,Yes,Yes,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.5,74.5,Nope,Nope +Female,No,No,No,37,Nope,DSL,No,Yes,Month-to-month,No,Credit card (automatic),28.6,973.55,Nope,Nope +Female,No,No,No,12,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Mailed check,61.65,713.75,Nope,FullSecurity +Female,No,No,No,15,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.75,1111.85,Nope,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.55,79.55,TV,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,53.5,53.5,TV,Nope +Female,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,88.55,179.25,Movies,DeviceProtection +Female,No,No,No,29,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),98.6,2933.2,FullService,DeviceProtection +Female,No,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.0,174.8,FullService,Nope +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.0,85.0,Movies,DeviceProtection +Female,No,No,No,46,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),96.05,4399.5,FullService,Nope +Male,Yes,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,91.05,289.1,TV,DeviceProtection +Male,No,No,No,39,Nope,DSL,Yes,Yes,Month-to-month,Yes,Credit card (automatic),48.95,1880.85,TV,OnlineSecurity +Female,No,No,No,3,SingleLine,Fiber optic,Yes,No,Month-to-month,No,Electronic check,83.75,247.25,TV,Nope +Female,No,Yes,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,88.9,454.15,Movies,FullSecurity +Male,No,Yes,No,21,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,111.2,2317.1,FullService,DeviceProtection +Male,No,Yes,No,70,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),109.5,7534.65,FullService,FullSecurity +Female,No,Yes,Yes,38,SingleLine,DSL,Yes,Yes,One year,No,Credit card (automatic),80.3,3058.65,FullService,OnlineSecurity +Female,No,Yes,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.1,576.65,TV,Nope +Male,No,Yes,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.5,1037.75,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.2,20.2,Nope,Nope +Female,No,No,No,13,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,84.45,1058.6,Nope,DeviceProtection +Male,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.85,196.75,FullService,Nope +Male,No,No,Yes,1,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,75.35,75.35,Nope,Nope +Male,Yes,Yes,No,47,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.05,4871.05,FullService,DeviceProtection +Female,No,No,No,3,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Credit card (automatic),80.1,217.55,Nope,DeviceProtection +Female,No,No,No,19,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,95.15,1789.25,Movies,OnlineSecurity +Male,Yes,No,No,15,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.4,1156.1,Movies,Nope +Female,No,Yes,No,13,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),48.75,633.4,FullService,DeviceProtection +Female,Yes,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.55,69.55,Nope,Nope +Male,No,Yes,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,98.5,1037.75,FullService,DeviceProtection +Female,Yes,No,No,31,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,99.95,3186.65,FullService,Nope +Female,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,63.75,Nope,Nope +Male,Yes,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.25,585.95,Nope,DeviceProtection +Female,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),74.4,215.8,Nope,Nope +Male,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),98.05,713.0,FullService,DeviceProtection +Female,No,Yes,Yes,49,MultipleLines,Fiber optic,Yes,No,One year,No,Mailed check,100.45,4941.8,FullService,Nope +Male,No,Yes,No,9,Nope,DSL,No,No,One year,No,Bank transfer (automatic),24.1,259.8,Nope,Nope +Male,No,Yes,Yes,24,MultipleLines,DSL,No,No,Month-to-month,No,Electronic check,54.75,1338.15,Nope,OnlineSecurity +Female,No,No,No,13,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,23.9,300.8,Nope,Nope +Male,No,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,74.65,544.55,Nope,DeviceProtection +Female,No,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),100.15,1164.3,FullService,DeviceProtection +Female,No,Yes,Yes,1,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),44.35,44.35,Nope,Nope +Female,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),75.3,75.3,Nope,DeviceProtection +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,80.75,159.45,Movies,Nope +Female,No,Yes,Yes,1,SingleLine,DSL,No,No,Month-to-month,No,Mailed check,50.45,50.45,Nope,DeviceProtection +Male,Yes,Yes,Yes,41,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,111.95,4534.9,FullService,DeviceProtection +Female,No,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),95.65,778.1,FullService,Nope +Female,No,No,No,4,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,93.5,362.2,Movies,Nope +Male,No,Yes,Yes,32,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),69.75,2347.9,Nope,Nope +Male,Yes,Yes,No,66,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,110.85,7491.75,FullService,DeviceProtection +Female,No,No,No,7,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Electronic check,74.65,521.1,FullService,Nope +Female,Yes,Yes,No,18,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,48.35,810.7,FullService,DeviceProtection +Male,Yes,Yes,No,41,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.8,4259.3,FullService,DeviceProtection +Male,Yes,No,No,8,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,74.5,606.55,Nope,Nope +Male,No,Yes,Yes,8,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,51.05,415.05,Nope,DeviceProtection +Male,Yes,Yes,No,17,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,76.45,1233.4,Nope,Nope +Male,Yes,No,No,1,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,45.1,45.1,Nope,Nope +Female,No,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.4,69.4,Nope,Nope +Female,No,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,89.3,577.6,FullService,Nope +Female,No,Yes,Yes,20,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),105.85,2239.65,FullService,DeviceProtection +Female,No,No,No,22,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,90.0,1993.8,TV,Nope +Female,No,Yes,No,14,MultipleLines,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),64.7,941.0,TV,OnlineSecurity +Male,No,Yes,No,72,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),117.8,8684.8,FullService,FullSecurity +Female,No,No,No,9,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,74.65,703.55,FullService,OnlineSecurity +Female,Yes,No,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.75,1350.15,TV,Nope +Female,No,No,No,4,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Electronic check,105.65,443.9,FullService,DeviceProtection +Female,No,Yes,No,6,SingleLine,DSL,No,Yes,Month-to-month,Yes,Electronic check,49.15,270.8,Nope,Nope +Male,Yes,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.8,546.95,TV,Nope +Female,No,Yes,No,58,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),102.1,5885.4,FullService,DeviceProtection +Female,No,No,No,64,MultipleLines,Fiber optic,No,No,One year,Yes,Credit card (automatic),100.05,6254.2,FullService,DeviceProtection +Female,No,No,No,25,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,100.25,2387.75,FullService,Nope +Male,No,No,No,43,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,100.0,4211.55,FullService,Nope +Male,No,No,No,1,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.15,79.15,Nope,Nope +Female,Yes,Yes,No,61,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),104.4,6405.0,FullService,DeviceProtection +Female,Yes,Yes,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),85.95,2628.6,TV,Nope +Female,No,No,No,18,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Bank transfer (automatic),99.85,1776.95,FullService,Nope +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.5,74.5,Nope,Nope +Female,Yes,No,No,1,MultipleLines,DSL,No,No,Month-to-month,No,Mailed check,50.55,50.55,Nope,Nope +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,50.5,50.5,Nope,DeviceProtection +Female,No,No,Yes,3,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,55.1,154.65,Nope,OnlineSecurity +Female,No,No,No,18,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.2,1553.9,TV,Nope +Male,No,No,Yes,53,SingleLine,No,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1052.35,Nope,Nope +Male,Yes,No,No,4,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),25.2,102.5,Nope,Nope +Male,No,Yes,No,1,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),44.7,44.7,Nope,Nope +Female,No,Yes,No,21,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,103.9,2254.2,FullService,FullSecurity +Male,No,Yes,No,35,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.2,2576.2,Nope,Nope +Female,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.6,94.6,FullService,Nope +Female,Yes,Yes,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,99.6,347.65,FullService,OnlineSecurity +Male,Yes,No,No,19,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),95.9,1777.9,FullService,DeviceProtection +Female,Yes,Yes,Yes,34,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Mailed check,79.6,2718.3,Nope,Nope +Male,Yes,Yes,No,66,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,110.85,7491.75,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.25,79.25,Movies,Nope +Female,No,No,Yes,46,SingleLine,Fiber optic,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,4822.85,FullService,OnlineSecurity +Male,No,Yes,Yes,1,SingleLine,DSL,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,Nope,Nope +Male,No,Yes,No,6,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,91.0,531.0,Movies,DeviceProtection +Female,No,No,No,46,SingleLine,DSL,No,Yes,Two year,No,Credit card (automatic),54.35,2460.15,Nope,DeviceProtection +Male,No,No,No,21,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,82.35,1852.85,Nope,Nope +Male,Yes,Yes,No,36,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),85.25,3132.75,Movies,Nope +Female,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,80.75,159.45,Movies,Nope +Female,No,No,No,64,MultipleLines,Fiber optic,No,No,One year,Yes,Credit card (automatic),100.05,6254.2,FullService,DeviceProtection +Male,Yes,Yes,Yes,41,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,111.95,4534.9,FullService,DeviceProtection +Male,No,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.45,1059.55,TV,Nope +Male,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.95,19.95,Nope,Nope +Female,Yes,No,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),95.15,997.65,FullService,Nope +Female,No,No,No,31,MultipleLines,DSL,No,Yes,Month-to-month,No,Credit card (automatic),65.25,1994.3,Nope,FullSecurity +Male,Yes,No,No,4,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),25.2,102.5,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.1,81.1,Movies,Nope +Female,No,No,No,3,Nope,DSL,Yes,No,Month-to-month,Yes,Electronic check,50.6,155.35,FullService,Nope +Male,Yes,No,No,1,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,39.65,39.65,Movies,DeviceProtection +Male,No,Yes,Yes,7,SingleLine,DSL,No,No,One year,Yes,Electronic check,49.75,331.3,Nope,OnlineSecurity +Female,No,No,No,16,MultipleLines,DSL,No,No,Month-to-month,Yes,Credit card (automatic),65.2,1043.35,Movies,DeviceProtection +Male,Yes,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,69.1,69.1,Nope,Nope +Male,Yes,No,No,24,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.1,1712.7,Nope,Nope +Female,No,No,No,54,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,100.1,5440.9,FullService,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,69.4,69.4,Nope,Nope +Female,No,No,No,7,SingleLine,DSL,No,Yes,Month-to-month,Yes,Mailed check,59.5,415.95,TV,Nope +Male,Yes,Yes,No,32,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.9,2303.35,Nope,Nope +Male,No,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.35,758.6,TV,Nope +Male,Yes,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.7,93.7,Nope,Nope +Female,No,No,No,1,MultipleLines,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),49.95,49.95,Nope,Nope +Female,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,No,Mailed check,75.45,480.75,Nope,Nope +Female,No,Yes,Yes,38,SingleLine,DSL,Yes,Yes,One year,No,Credit card (automatic),80.3,3058.65,FullService,OnlineSecurity +Male,No,Yes,Yes,67,MultipleLines,DSL,No,No,Two year,Yes,Electronic check,79.7,5293.4,FullService,FullSecurity +Male,Yes,Yes,No,66,MultipleLines,Fiber optic,Yes,Yes,One year,Yes,Electronic check,110.85,7491.75,FullService,DeviceProtection +Female,Yes,No,No,11,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),84.8,906.85,Movies,Nope +Female,No,No,No,16,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Credit card (automatic),93.2,1573.7,Movies,DeviceProtection +Male,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,Nope,Nope +Female,No,No,No,2,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,31.55,Nope,Nope +Male,Yes,Yes,No,46,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.4,3605.2,Movies,Nope +Male,Yes,Yes,No,11,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,214.75,Nope,Nope +Male,No,Yes,No,31,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,93.8,3019.5,TV,DeviceProtection +Female,No,No,No,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.0,303.15,TV,Nope +Male,Yes,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.25,585.95,Nope,DeviceProtection +Male,No,No,No,51,MultipleLines,Fiber optic,Yes,No,One year,Yes,Electronic check,94.8,4837.6,TV,OnlineSecurity +Male,No,No,No,6,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,44.75,270.95,Nope,Nope +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.95,171.15,Movies,Nope +Male,No,No,No,40,MultipleLines,Fiber optic,No,Yes,Month-to-month,No,Bank transfer (automatic),104.8,4131.95,FullService,DeviceProtection +Male,No,Yes,Yes,29,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.2,2698.35,Movies,DeviceProtection +Female,No,Yes,No,34,MultipleLines,DSL,Yes,Yes,Month-to-month,No,Electronic check,62.65,2274.9,Nope,OnlineSecurity +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,19.9,Nope,Nope +Male,No,Yes,No,1,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),44.7,44.7,Nope,Nope +Male,No,Yes,No,51,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.65,4812.75,FullService,Nope +Female,No,Yes,Yes,6,SingleLine,DSL,Yes,No,Month-to-month,No,Credit card (automatic),55.9,365.35,Nope,OnlineSecurity +Male,Yes,Yes,No,43,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.0,4388.4,FullService,Nope +Female,No,No,No,6,SingleLine,DSL,No,Yes,Month-to-month,Yes,Bank transfer (automatic),49.65,267.35,Nope,Nope +Female,No,Yes,Yes,33,MultipleLines,Fiber optic,No,No,One year,Yes,Mailed check,103.7,3467.0,FullService,FullSecurity +Male,No,Yes,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,94.45,498.1,FullService,DeviceProtection +Male,No,No,Yes,40,SingleLine,DSL,Yes,No,Month-to-month,Yes,Mailed check,55.25,2139.2,Nope,OnlineSecurity +Male,No,Yes,Yes,14,SingleLine,DSL,Yes,No,Month-to-month,Yes,Electronic check,65.45,937.6,TV,OnlineSecurity +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,80.85,80.85,Movies,Nope +Male,No,No,No,43,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.2,3198.6,Nope,OnlineSecurity +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,20.25,Nope,Nope +Female,Yes,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,89.2,346.2,TV,DeviceProtection +Male,No,No,No,9,Nope,DSL,No,No,Month-to-month,Yes,Credit card (automatic),34.7,296.1,TV,Nope +Female,No,No,No,5,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,89.35,461.7,Movies,Nope +Male,No,No,No,10,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,45.55,402.6,Nope,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.2,20.2,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),69.7,69.7,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.7,79.7,Movies,Nope +Female,No,No,No,3,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,63.75,Nope,Nope +Female,No,Yes,Yes,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.25,1064.65,FullService,OnlineSecurity +Female,No,Yes,Yes,8,SingleLine,No,No internet service,No internet service,One year,Yes,Mailed check,19.75,145.0,Nope,Nope +Female,No,Yes,Yes,4,SingleLine,DSL,Yes,Yes,Month-to-month,No,Mailed check,56.5,235.1,Nope,Nope +Male,No,No,No,1,MultipleLines,DSL,No,Yes,Month-to-month,No,Mailed check,62.05,62.05,Nope,DeviceProtection +Male,Yes,No,No,25,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,88.95,2291.2,TV,Nope +Male,No,No,No,1,SingleLine,DSL,Yes,No,Month-to-month,No,Electronic check,50.8,50.8,Nope,Nope +Female,Yes,No,No,1,Nope,DSL,No,No,Month-to-month,No,Mailed check,25.05,25.05,Nope,Nope +Male,No,Yes,Yes,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),79.35,661.25,Nope,DeviceProtection +Female,No,Yes,Yes,49,MultipleLines,Fiber optic,Yes,No,One year,No,Mailed check,100.45,4941.8,FullService,Nope +Female,No,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,70.75,146.9,FullService,OnlineSecurity +Male,Yes,Yes,Yes,26,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,105.75,2710.25,FullService,DeviceProtection +Male,No,No,Yes,3,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,69.65,220.1,Nope,Nope +Female,No,Yes,Yes,21,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,102.8,2110.15,FullService,DeviceProtection +Female,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.05,85.05,Movies,Nope +Male,No,Yes,No,42,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),95.25,3959.35,TV,DeviceProtection +Male,No,Yes,Yes,18,SingleLine,DSL,No,No,Month-to-month,No,Electronic check,57.45,990.85,Movies,DeviceProtection +Female,No,Yes,Yes,4,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,73.75,325.45,Nope,DeviceProtection +Female,Yes,No,No,25,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,89.7,2187.55,Movies,Nope +Female,No,No,No,12,SingleLine,Fiber optic,No,No,One year,No,Mailed check,95.5,1115.15,FullService,DeviceProtection +Male,Yes,No,No,3,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,41.15,132.2,Movies,DeviceProtection +Female,No,No,No,10,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,84.7,832.05,TV,OnlineSecurity +Male,No,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Credit card (automatic),80.5,463.05,TV,Nope +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.55,69.55,Nope,Nope +Male,No,No,No,5,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,96.1,453.4,FullService,Nope +Male,No,No,No,19,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),86.0,1532.45,Movies,Nope +Female,No,Yes,Yes,3,Nope,DSL,No,No,Month-to-month,No,Credit card (automatic),29.7,91.7,Nope,OnlineSecurity +Female,Yes,No,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,71.0,71.0,Nope,Nope +Male,No,Yes,No,9,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.9,741.7,Nope,DeviceProtection +Male,Yes,Yes,No,46,Nope,DSL,Yes,Yes,One year,Yes,Bank transfer (automatic),59.9,2816.65,FullService,DeviceProtection +Male,Yes,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.05,231.8,Nope,Nope +Female,No,No,No,6,SingleLine,Fiber optic,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.15,567.45,Movies,FullSecurity +Male,No,Yes,No,10,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.6,813.85,TV,Nope +Female,Yes,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,95.45,396.1,FullService,Nope +Male,Yes,Yes,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,101.95,700.85,FullService,DeviceProtection +Male,No,Yes,No,5,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,78.75,412.1,Nope,Nope +Female,No,No,No,3,SingleLine,Fiber optic,No,Yes,Month-to-month,No,Credit card (automatic),80.1,217.55,Nope,DeviceProtection +Female,No,No,No,22,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,90.0,1993.8,TV,Nope +Male,No,No,No,58,MultipleLines,Fiber optic,No,Yes,One year,Yes,Electronic check,104.65,6219.6,FullService,DeviceProtection +Male,Yes,No,No,2,SingleLine,DSL,No,No,Month-to-month,Yes,Electronic check,44.15,92.65,Nope,Nope +Male,Yes,No,No,24,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,76.1,1712.7,Nope,Nope +Female,Yes,Yes,No,68,MultipleLines,Fiber optic,Yes,No,One year,Yes,Credit card (automatic),96.55,6581.9,Movies,OnlineSecurity +Male,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.65,70.65,Nope,Nope +Female,No,No,No,9,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,83.3,803.3,Movies,Nope +Female,No,No,No,46,MultipleLines,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),96.05,4399.5,FullService,Nope +Male,No,Yes,No,61,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,105.55,6281.45,FullService,DeviceProtection +Female,No,Yes,Yes,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.0,21.0,Nope,Nope +Female,Yes,No,No,28,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,106.15,3152.5,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.8,80.8,Movies,Nope +Male,Yes,Yes,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Mailed check,70.85,70.85,Nope,Nope +Female,Yes,No,No,2,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.85,170.85,FullService,Nope +Male,No,No,Yes,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,93.3,93.3,FullService,Nope +Female,Yes,No,No,9,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.85,751.65,TV,Nope +Female,Yes,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,74.45,74.45,Nope,Nope +Male,No,No,No,5,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,69.7,316.9,Nope,Nope +Female,No,No,No,5,Nope,DSL,No,No,Month-to-month,No,Electronic check,39.5,210.75,Movies,DeviceProtection +Female,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),75.1,552.95,Nope,Nope +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,84.5,84.5,TV,Nope +Female,No,Yes,Yes,9,SingleLine,DSL,Yes,Yes,Month-to-month,No,Mailed check,65.0,663.05,Nope,FullSecurity +Female,No,No,No,1,Nope,DSL,No,No,Month-to-month,No,Mailed check,25.2,25.2,Nope,Nope +Male,No,No,No,11,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,74.55,824.75,Nope,Nope +Female,No,Yes,Yes,61,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,1182.55,Nope,Nope +Male,No,No,No,14,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,89.95,1178.4,TV,Nope +Male,No,No,No,10,Nope,DSL,No,No,Month-to-month,No,Mailed check,29.5,255.25,Nope,DeviceProtection +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.05,20.05,Nope,Nope +Female,No,No,No,6,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,91.1,455.3,FullService,Nope +Female,No,Yes,Yes,33,MultipleLines,Fiber optic,No,No,One year,Yes,Mailed check,103.7,3467.0,FullService,FullSecurity +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,19.9,Nope,Nope +Male,Yes,Yes,No,11,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,214.75,Nope,Nope +Male,Yes,Yes,No,12,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,80.45,950.2,Movies,Nope +Female,No,No,No,11,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),48.55,501.0,Nope,OnlineSecurity +Male,No,No,No,19,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,39.65,733.35,TV,DeviceProtection +Male,Yes,No,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,75.65,1146.65,Nope,Nope +Female,No,No,No,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,88.95,355.2,Movies,Nope +Male,No,No,No,2,Nope,DSL,No,Yes,Month-to-month,No,Bank transfer (automatic),29.85,75.6,Nope,Nope +Male,No,No,No,21,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,82.35,1852.85,Nope,Nope +Male,Yes,Yes,No,12,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.35,1218.55,FullService,Nope +Male,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,Nope,Nope +Female,No,No,No,15,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,101.25,1457.25,FullService,DeviceProtection +Male,No,No,No,1,SingleLine,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),45.1,45.1,Nope,Nope +Male,No,Yes,No,34,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.05,3480.0,FullService,DeviceProtection +Male,No,Yes,Yes,68,MultipleLines,Fiber optic,Yes,Yes,Two year,Yes,Electronic check,113.15,7856.0,FullService,FullSecurity +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,81.7,81.7,Nope,OnlineSecurity +Female,Yes,Yes,No,47,MultipleLines,Fiber optic,No,No,Month-to-month,No,Electronic check,80.35,3825.85,Nope,OnlineSecurity +Female,No,Yes,Yes,11,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Electronic check,66.35,740.8,Movies,Nope +Male,No,No,No,15,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Mailed check,76.0,1130.85,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.8,70.8,Nope,Nope +Female,No,No,No,1,SingleLine,No,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,Nope,Nope +Female,Yes,No,No,20,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,79.15,1520.9,Nope,OnlineSecurity +Male,Yes,No,No,10,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,72.85,688.65,Nope,Nope +Female,No,No,No,1,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),69.7,69.7,Nope,Nope +Female,No,No,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.9,541.15,Nope,Nope +Female,No,No,No,10,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.05,830.7,Nope,Nope +Male,No,No,No,2,Nope,DSL,Yes,Yes,Month-to-month,Yes,Credit card (automatic),40.4,77.15,Nope,DeviceProtection +Female,Yes,No,No,15,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,89.85,1424.95,Movies,Nope +Female,No,Yes,No,38,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Electronic check,105.0,4026.4,FullService,DeviceProtection +Female,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.1,69.1,Nope,Nope +Female,No,No,No,7,MultipleLines,DSL,No,Yes,Month-to-month,Yes,Electronic check,74.65,521.1,FullService,Nope +Male,Yes,Yes,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),95.6,644.35,FullService,Nope +Male,No,No,No,68,MultipleLines,Fiber optic,Yes,Yes,One year,No,Electronic check,108.45,7176.55,FullService,DeviceProtection +Male,Yes,Yes,No,27,Nope,DSL,No,No,Month-to-month,No,Bank transfer (automatic),36.5,1032.0,Movies,Nope +Male,No,No,No,2,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.85,167.3,Movies,DeviceProtection +Female,Yes,No,No,7,SingleLine,Fiber optic,No,No,Month-to-month,No,Bank transfer (automatic),76.45,503.6,Nope,OnlineSecurity +Male,Yes,Yes,No,7,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,70.1,467.55,Nope,Nope +Female,No,No,No,3,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,96.6,291.9,FullService,Nope +Male,No,No,No,4,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,78.45,330.05,Nope,Nope +Male,Yes,No,No,8,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.6,819.4,FullService,DeviceProtection +Female,No,Yes,No,48,Nope,DSL,No,No,Month-to-month,Yes,Bank transfer (automatic),45.3,2145.0,Movies,FullSecurity +Female,No,No,No,6,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,99.95,547.65,FullService,DeviceProtection +Female,No,No,No,22,SingleLine,DSL,No,No,Month-to-month,Yes,Credit card (automatic),48.8,1054.6,Nope,OnlineSecurity +Male,No,No,No,12,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.45,1059.55,TV,Nope +Female,No,Yes,Yes,12,Nope,DSL,Yes,No,Month-to-month,No,Mailed check,29.2,309.1,Nope,Nope +Female,No,Yes,No,9,SingleLine,Fiber optic,No,No,Month-to-month,No,Electronic check,89.45,853.1,FullService,Nope +Male,No,No,Yes,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,74.35,74.35,Nope,Nope +Female,No,No,No,11,SingleLine,DSL,No,No,Month-to-month,No,Credit card (automatic),48.55,501.0,Nope,OnlineSecurity +Male,No,No,No,1,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,75.45,75.45,Nope,Nope +Female,No,Yes,No,20,Nope,DSL,No,No,Month-to-month,Yes,Electronic check,24.45,482.8,Nope,Nope +Male,No,Yes,Yes,21,MultipleLines,Fiber optic,Yes,No,Month-to-month,No,Electronic check,104.4,2157.95,FullService,DeviceProtection +Female,No,Yes,No,58,MultipleLines,Fiber optic,No,Yes,Month-to-month,Yes,Credit card (automatic),102.1,5885.4,FullService,DeviceProtection +Male,Yes,No,No,19,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,90.6,1660.0,TV,OnlineSecurity +Male,Yes,Yes,No,7,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Bank transfer (automatic),95.6,644.35,FullService,Nope +Male,No,No,No,4,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.65,338.9,Movies,Nope +Female,Yes,Yes,No,3,SingleLine,Fiber optic,No,Yes,Month-to-month,Yes,Mailed check,83.9,267.4,TV,Nope +Female,No,No,No,35,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,100.25,3527.6,FullService,DeviceProtection +Female,No,No,No,13,SingleLine,Fiber optic,Yes,No,Month-to-month,Yes,Electronic check,79.25,1111.65,Nope,DeviceProtection +Female,Yes,No,No,26,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Electronic check,91.25,2351.8,FullService,Nope +Female,No,Yes,Yes,1,SingleLine,Fiber optic,No,No,Month-to-month,Yes,Mailed check,69.1,69.1,Nope,Nope +Male,No,No,No,3,MultipleLines,Fiber optic,Yes,No,Month-to-month,Yes,Bank transfer (automatic),105.35,323.25,FullService,DeviceProtection +Male,No,Yes,Yes,51,Nope,DSL,Yes,No,One year,No,Electronic check,59.3,3014.65,FullService,FullSecurity +Male,No,Yes,No,22,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,85.1,1873.7,Movies,Nope +Male,Yes,No,No,37,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,101.1,3744.05,FullService,DeviceProtection +Female,Yes,No,No,54,MultipleLines,DSL,Yes,Yes,One year,No,Bank transfer (automatic),82.45,4350.1,FullService,OnlineSecurity +Female,Yes,No,No,16,MultipleLines,Fiber optic,No,No,Month-to-month,Yes,Electronic check,84.75,1350.15,TV,Nope +Female,Yes,No,No,47,MultipleLines,Fiber optic,Yes,Yes,Month-to-month,Yes,Electronic check,95.05,4504.55,TV,Nope +Female,No,No,No,61,MultipleLines,Fiber optic,No,Yes,Two year,Yes,Electronic check,106.6,6428.4,FullService,DeviceProtection