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