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955 KiB

customerIDgenderSeniorCitizenPartnerDependentstenurePhoneServiceMultipleLinesInternetServiceOnlineSecurityOnlineBackupDeviceProtectionTechSupportStreamingTVStreamingMoviesContractPaperlessBillingPaymentMethodMonthlyChargesTotalChargesChurn
7590-VHVEGFemale0YesNo1NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthYesElectronic check29.8529.85No
5575-GNVDEMale0NoNo34YesNoDSLYesNoYesNoNoNoOne yearNoMailed check56.951889.5No
3668-QPYBKMale0NoNo2YesNoDSLYesYesNoNoNoNoMonth-to-monthYesMailed check53.85108.15Yes
7795-CFOCWMale0NoNo45NoNo phone serviceDSLYesNoYesYesNoNoOne yearNoBank transfer (automatic)42.31840.75No
9237-HQITUFemale0NoNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.7151.65Yes
9305-CDSKCFemale0NoNo8YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check99.65820.5Yes
1452-KIOVKMale0NoYes22YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesCredit card (automatic)89.11949.4No
6713-OKOMCFemale0NoNo10NoNo phone serviceDSLYesNoNoNoNoNoMonth-to-monthNoMailed check29.75301.9No
7892-POOKPFemale0YesNo28YesYesFiber opticNoNoYesYesYesYesMonth-to-monthYesElectronic check104.83046.05Yes
6388-TABGUMale0NoYes62YesNoDSLYesYesNoNoNoNoOne yearNoBank transfer (automatic)56.153487.95No
9763-GRSKDMale0YesYes13YesNoDSLYesNoNoNoNoNoMonth-to-monthYesMailed check49.95587.45No
7469-LKBCIMale0NoNo16YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)18.95326.8No
8091-TTVAXMale0YesNo58YesYesFiber opticNoNoYesNoYesYesOne yearNoCredit card (automatic)100.355681.1No
0280-XJGEXMale0NoNo49YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesBank transfer (automatic)103.75036.3Yes
5129-JLPISMale0NoNo25YesNoFiber opticYesNoYesYesYesYesMonth-to-monthYesElectronic check105.52686.05No
3655-SNQYZFemale0YesYes69YesYesFiber opticYesYesYesYesYesYesTwo yearNoCredit card (automatic)113.257895.15No
8191-XWSZGFemale0NoNo52YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.651022.95No
9959-WOFKTMale0NoYes71YesYesFiber opticYesNoYesNoYesYesTwo yearNoBank transfer (automatic)106.77382.25No
4190-MFLUWFemale0YesYes10YesNoDSLNoNoYesYesNoNoMonth-to-monthNoCredit card (automatic)55.2528.35Yes
4183-MYFRBFemale0NoNo21YesNoFiber opticNoYesYesNoNoYesMonth-to-monthYesElectronic check90.051862.9No
8779-QRDMVMale1NoNo1NoNo phone serviceDSLNoNoYesNoNoYesMonth-to-monthYesElectronic check39.6539.65Yes
1680-VDCWWMale0YesNo12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)19.8202.25No
1066-JKSGKMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.1520.15Yes
3638-WEABWFemale0YesNo58YesYesDSLNoYesNoYesNoNoTwo yearYesCredit card (automatic)59.93505.1No
6322-HRPFAMale0YesYes49YesNoDSLYesYesNoYesNoNoMonth-to-monthNoCredit card (automatic)59.62970.3No
6865-JZNKOFemale0NoNo30YesNoDSLYesYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)55.31530.6No
6467-CHFZWMale0YesYes47YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check99.354749.15Yes
8665-UTDHZMale0YesYes1NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthNoElectronic check30.230.2Yes
5248-YGIJNMale0YesNo72YesYesDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)90.256369.45No
8773-HHUOZFemale0NoYes17YesNoDSLNoNoNoNoYesYesMonth-to-monthYesMailed check64.71093.1Yes
3841-NFECXFemale1YesNo71YesYesFiber opticYesYesYesYesNoNoTwo yearYesCredit card (automatic)96.356766.95No
4929-XIHVWMale1YesNo2YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesCredit card (automatic)95.5181.65No
6827-IEAUQFemale0YesYes27YesNoDSLYesYesYesYesNoNoOne yearNoMailed check66.151874.45No
7310-EGVHZMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)20.220.2No
3413-BMNZEMale1NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)45.2545.25No
6234-RAAPLFemale0YesYes72YesYesFiber opticYesYesNoYesYesNoTwo yearNoBank transfer (automatic)99.97251.7No
6047-YHPVIMale0NoNo5YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.7316.9Yes
6572-ADKRSFemale0NoNo46YesNoFiber opticNoNoYesNoNoNoMonth-to-monthYesCredit card (automatic)74.83548.3No
5380-WJKOVMale0NoNo34YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check106.353549.25Yes
8168-UQWWFFemale0NoNo11YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesBank transfer (automatic)97.851105.4Yes
8865-TNMNXMale0YesYes10YesNoDSLNoYesNoNoNoNoOne yearNoMailed check49.55475.7No
9489-DEDVPFemale0YesYes70YesYesDSLYesYesNoNoYesNoTwo yearYesCredit card (automatic)69.24872.35No
9867-JCZSPFemale0YesYes17YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.75418.25No
4671-VJLCLFemale0NoNo63YesYesDSLYesYesYesYesYesNoTwo yearYesCredit card (automatic)79.854861.45No
4080-IIARDFemale0YesNo13YesYesDSLYesYesNoYesYesNoMonth-to-monthYesElectronic check76.2981.45No
3714-NTNFOFemale0NoNo49YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check84.53906.7No
5948-UJZLFMale0NoNo2YesNoDSLNoYesNoNoNoNoMonth-to-monthNoMailed check49.2597No
7760-OYPDYFemale0NoNo2YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check80.65144.15Yes
7639-LIAYIMale0NoNo52YesYesDSLYesNoNoYesYesYesTwo yearYesCredit card (automatic)79.754217.8No
2954-PIBKOFemale0YesYes69YesYesDSLYesNoYesYesNoNoTwo yearYesCredit card (automatic)64.154254.1No
8012-SOUDQFemale1NoNo43YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check90.253838.75No
9420-LOJKXFemale0NoNo15YesNoFiber opticYesYesNoNoYesYesMonth-to-monthYesCredit card (automatic)99.11426.4Yes
6575-SUVOIFemale1YesNo25YesYesDSLYesNoNoYesYesNoMonth-to-monthYesCredit card (automatic)69.51752.65No
7495-OOKFYFemale1YesNo8YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesCredit card (automatic)80.65633.3Yes
4667-QONEAFemale1YesYes60YesNoDSLYesYesYesYesNoYesOne yearYesCredit card (automatic)74.854456.35No
1658-BYGOYMale1NoNo18YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check95.451752.55Yes
8769-KKTPHFemale0YesYes63YesYesFiber opticYesNoNoNoYesYesOne yearYesCredit card (automatic)99.656311.2No
5067-XJQFUMale1YesYes66YesYesFiber opticNoYesYesYesYesYesOne yearYesElectronic check108.457076.35No
3957-SQXMLFemale0YesYes34YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)24.95894.3No
5954-BDFSGFemale0NoNo72YesYesFiber opticNoNoYesYesYesYesTwo yearYesCredit card (automatic)107.57853.7No
0434-CSFONFemale0YesNo47YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check100.54707.1No
1215-FIGMPMale0NoNo60YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesBank transfer (automatic)89.95450.7No
0526-SXDJPMale0YesNo72NoNo phone serviceDSLYesYesYesNoNoNoTwo yearNoBank transfer (automatic)42.12962No
0557-ASKVUFemale0YesYes18YesNoDSLNoNoYesYesNoNoOne yearYesCredit card (automatic)54.4957.1No
5698-BQJOHFemale0NoNo9YesYesFiber opticNoNoNoNoYesYesMonth-to-monthNoElectronic check94.4857.25Yes
5122-CYFXAFemale0NoNo3YesNoDSLNoYesNoYesYesYesMonth-to-monthYesElectronic check75.3244.1No
8627-ZYGSZMale0YesNo47YesYesFiber opticNoYesNoNoNoNoOne yearYesElectronic check78.93650.35No
3410-YOQBQFemale0NoNo31YesNoDSLNoYesYesYesYesYesTwo yearNoMailed check79.22497.2No
3170-NMYVVFemale0YesYes50YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.15930.9No
7410-OIEDUMale0NoNo10YesNoFiber opticYesNoYesNoNoNoMonth-to-monthYesMailed check79.85887.35No
2273-QCKXAMale0NoNo1YesNoDSLNoNoNoYesNoNoMonth-to-monthNoMailed check49.0549.05No
0731-EBJQBFemale0YesYes52YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesElectronic check20.41090.65No
1891-QRQSAMale1YesYes64YesYesFiber opticYesNoYesYesYesYesTwo yearYesBank transfer (automatic)111.67099No
8028-PNXHQMale0YesYes62YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)24.251424.6No
5630-AHZILFemale0NoYes3YesNoDSLYesNoNoYesNoYesMonth-to-monthYesBank transfer (automatic)64.5177.4No
2673-CXQEUFemale1NoNo56YesYesFiber opticYesYesYesNoYesYesOne yearNoElectronic check110.56139.5No
6416-JNVRKFemale0NoNo46YesNoDSLNoNoNoNoNoYesOne yearNoCredit card (automatic)55.652688.85No
5590-ZSKRVFemale0YesYes8YesNoDSLYesYesNoNoNoNoMonth-to-monthNoMailed check54.65482.25No
0191-ZHSKZMale1NoNo30YesNoDSLYesYesNoNoYesYesMonth-to-monthYesElectronic check74.752111.3No
3887-PBQAOFemale0YesYes45YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesCredit card (automatic)25.91216.6No
5919-TMRGDFemale0NoYes1YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check79.3579.35Yes
8108-UXRQNFemale0YesYes11NoNo phone serviceDSLYesNoNoNoYesYesMonth-to-monthNoElectronic check50.55565.35No
9191-MYQKXFemale0YesNo7YesNoFiber opticNoNoYesNoNoNoMonth-to-monthYesBank transfer (automatic)75.15496.9Yes
9919-YLNNGFemale0NoNo42YesNoFiber opticNoYesYesYesYesYesMonth-to-monthYesBank transfer (automatic)103.84327.5No
0318-ZOPWSFemale0YesNo49YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)20.15973.35No
4445-ZJNMUMale0NoNo9YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesCredit card (automatic)99.3918.75No
4808-YNLEUFemale0YesNo35YesNoDSLYesNoNoNoYesNoOne yearYesBank transfer (automatic)62.152215.45No
1862-QRWPEFemale0YesYes48YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.651057No
2796-NNUFIFemale0YesYes46YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check19.95927.1No
3016-KSVCPMale0YesNo29NoNo phone serviceDSLNoNoNoNoYesNoMonth-to-monthNoMailed check33.751009.25No
4767-HZZHQMale0YesYes30YesNoFiber opticNoYesYesNoNoNoMonth-to-monthNoBank transfer (automatic)82.052570.2No
2424-WVHPLMale1NoNo1YesNoFiber opticNoNoNoYesNoNoMonth-to-monthNoElectronic check74.774.7No
7233-PAHHLMale0YesYes66YesYesDSLYesNoYesYesYesYesTwo yearYesMailed check845714.25No
6067-NGCEUFemale0NoNo65YesYesFiber opticYesYesYesNoYesYesMonth-to-monthYesCredit card (automatic)111.057107No
9848-JQJTXMale0NoNo72YesYesFiber opticNoYesYesNoYesYesTwo yearYesBank transfer (automatic)100.97459.05No
8637-XJIVRFemale0NoNo12YesYesFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check78.95927.35Yes
9803-FTJCGMale0YesYes71YesYesDSLYesYesNoYesNoNoOne yearYesCredit card (automatic)66.854748.7No
0278-YXOOGMale0NoNo5YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check21.05113.85Yes
3212-KXOCRMale0NoNo52YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)211107.2No
4598-XLKNJFemale1YesNo25YesNoFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check98.52514.5Yes
6380-ARCEHMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.220.2No
3679-XASPYFemale0YesYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check19.4519.45No
7123-WQUHXMale0NoNo38YesYesFiber opticNoNoYesYesYesNoOne yearNoBank transfer (automatic)953605.6No
5386-THSLQFemale1YesNo66NoNo phone serviceDSLNoYesYesNoYesNoOne yearNoBank transfer (automatic)45.553027.25No
3192-NQECAMale0YesNo68YesYesFiber opticNoYesYesYesYesYesTwo yearYesBank transfer (automatic)1107611.85Yes
6180-YBIQIMale0NoNo5NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoMailed check24.3100.2No
6728-DKUCOFemale0YesYes72YesYesFiber opticYesYesNoNoYesYesOne yearYesElectronic check104.157303.05No
9750-BOOHVFemale0NoNo32NoNo phone serviceDSLYesNoNoNoNoNoOne yearNoMailed check30.15927.65No
8597-CWYHHMale0NoNo43YesYesFiber opticNoNoNoNoYesYesOne yearNoMailed check94.353921.3No
2848-YXSMWMale0YesYes72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.41363.25No
0486-HECZIMale0YesNo55YesYesFiber opticYesYesNoNoYesNoMonth-to-monthYesElectronic check96.755238.9Yes
4549-ZDQYYFemale0NoNo52YesNoDSLYesNoYesYesNoNoOne yearNoCredit card (automatic)57.953042.25No
5712-AHQNNFemale0NoNo43YesNoFiber opticNoYesYesNoYesNoMonth-to-monthYesElectronic check91.653954.1No
4846-WHAFZFemale1YesNo37YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check76.52868.15Yes
5256-SKJGOFemale0YesYes64NoNo phone serviceDSLNoYesNoYesYesYesTwo yearYesElectronic check54.63423.5No
3071-VBYPOMale0YesYes3YesNoFiber opticYesYesNoNoYesNoMonth-to-monthNoElectronic check89.85248.4No
9560-BBZXKFemale0NoNo36NoNo phone serviceDSLYesNoNoNoNoNoTwo yearNoBank transfer (automatic)31.051126.35No
5299-RULOAFemale0YesYes10YesYesFiber opticYesNoNoNoYesYesMonth-to-monthYesElectronic check100.251064.65Yes
8402-OOOHJFemale0NoNo41YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.65835.15No
9445-ZUEQEMale0YesYes27YesYesFiber opticNoYesNoYesNoNoMonth-to-monthYesCredit card (automatic)85.22151.6No
1091-SOZGAFemale0YesYes56YesYesFiber opticNoNoYesNoYesYesOne yearYesCredit card (automatic)99.85515.45No
2928-HLDBAFemale0NoNo6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.7112.75No
0404-SWRVGMale0NoNo3YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.4229.55Yes
6497-TILVLFemale0YesYes7YesNoDSLYesNoNoNoNoNoMonth-to-monthNoMailed check50.7350.35No
7219-TLZHOFemale0YesYes4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.8562.9No
4622-YNKIJMale0NoNo33YesNoFiber opticYesNoNoYesYesNoTwo yearYesElectronic check88.953027.65No
4412-YLTKFFemale1NoNo27YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesElectronic check78.052135.5Yes
6734-PSBAWMale0YesNo72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)23.551723.95No
3930-ZGWVEMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.7519.75No
2639-UGMAZMale1NoNo71NoNo phone serviceDSLYesYesNoNoYesYesOne yearYesElectronic check56.453985.35No
2876-GZYZCFemale0NoNo13YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check85.951215.65No
6207-WIOLXFemale0YesYes25NoNo phone serviceDSLYesYesYesNoYesYesMonth-to-monthYesCredit card (automatic)58.61502.65Yes
8587-XYZSFMale0NoNo67YesNoDSLNoNoNoYesNoNoTwo yearNoBank transfer (automatic)50.553260.1No
3091-FYHKIMale0NoNo1NoNo phone serviceDSLNoNoNoNoNoYesMonth-to-monthYesElectronic check35.4535.45Yes
2372-HWUHIMale0NoNo2YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check44.3581.25Yes
7799-LGRDPFemale0NoNo43YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)25.71188.2No
7850-VWJUUFemale0NoNo23YesNoFiber opticYesNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)751778.5No
3774-VBNXYFemale0YesYes64YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.21277.75No
6217-KDYWCMale0NoYes57YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check19.61170.55No
0390-DCFDQFemale1YesNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check70.4570.45Yes
3146-MSEGFFemale1YesYes72YesYesDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)88.056425.65No
4080-OGPJLFemale0NoNo8YesYesDSLYesNoNoYesNoYesMonth-to-monthNoElectronic check71.15563.65Yes
1095-WGNGGFemale0YesNo61YesYesFiber opticNoYesNoNoYesYesTwo yearYesBank transfer (automatic)101.055971.25No
2636-SJDOUMale0NoNo64YesYesFiber opticYesYesNoNoNoNoOne yearYesCredit card (automatic)84.35289.05No
1131-QQZEBMale1YesNo71YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)23.951756.2No
5716-EZXZNFemale0YesYes65YesYesFiber opticYesYesNoYesYesNoTwo yearYesCredit card (automatic)99.056416.7No
6837-BJYDQMale0NoNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.661.35No
2135-RXIHGMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check45.6545.65Yes
6440-DKQGEMale0NoYes30YesNoDSLNoYesYesNoYesNoOne yearNoCredit card (automatic)64.51929.95No
3466-BYAVDMale0YesYes15YesNoDSLNoYesYesYesNoYesMonth-to-monthYesMailed check69.51071.4No
3780-YVMFAFemale0YesYes8YesNoDSLNoNoNoYesYesYesMonth-to-monthYesElectronic check68.55564.35No
3874-EQOEPMale0NoNo7YesYesFiber opticNoNoNoNoYesYesMonth-to-monthNoMailed check95655.5Yes
1679-JRFBRFemale0YesYes70YesYesFiber opticYesYesYesNoYesYesOne yearYesCredit card (automatic)108.157930.55No
9073-ZZIAYMale0YesYes62YesNoDSLYesYesYesYesYesYesTwo yearNoElectronic check86.15215.25No
3077-RSNTJFemale0YesYes6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.7113.5No
6551-GNYDGFemale0YesYes14YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesBank transfer (automatic)80.91152.8No
9167-APMXZFemale0NoNo22YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesBank transfer (automatic)84.151821.95No
2749-CTKAJMale0YesYes22YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.15419.9No
6371-NZYEGMale0YesYes16YesNoDSLYesNoYesNoYesNoTwo yearNoMailed check64.251024No
7554-NEWDDMale0NoNo10YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)25.7251.6No
8992-VONJDFemale0NoYes13YesNoDSLYesYesNoNoNoNoMonth-to-monthYesElectronic check56764.55No
0867-MKZVYFemale0YesNo20YesYesFiber opticYesNoNoNoNoNoMonth-to-monthNoElectronic check82.41592.35Yes
4482-EWFMIFemale0NoNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.7135.2No
4648-YPBTMMale0NoNo53YesYesDSLNoYesYesYesNoYesTwo yearYesBank transfer (automatic)73.93958.25No
2907-ILJBNFemale0YesYes11YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.6233.9No
6345-FZOQHMale0YesNo69YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.91363.45No
3376-BMGFEFemale0NoNo4YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)70.9273Yes
5997-OPVFAMale0YesNo72YesYesDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)89.056254.45No
3445-HXXGFMale1YesNo58NoNo phone serviceDSLNoYesYesNoNoYesMonth-to-monthYesElectronic check45.32651.2Yes
1159-WFSGRFemale0YesYes16YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check20.4321.4No
7654-YWJUFMale0YesNo43YesNoFiber opticYesNoYesYesNoNoOne yearYesBank transfer (automatic)84.253539.25No
1875-QIVMEFemale0YesNo2YesYesFiber opticNoNoYesYesYesYesMonth-to-monthYesElectronic check104.4242.8Yes
6727-IOTLZMale0YesNo14YesNoDSLNoYesYesYesYesYesTwo yearNoMailed check81.951181.75No
0691-JVSYAFemale0YesNo53YesNoFiber opticNoNoYesNoYesYesOne yearYesBank transfer (automatic)94.855000.2Yes
5918-VUKWPFemale0NoNo32YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)20.55654.55No
1744-JHKYSFemale0YesNo34YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check24.7780.2No
2656-FMOKZFemale1NoNo15YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check74.451145.7Yes
2070-FNEXEFemale1NoNo7YesNoFiber opticYesNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)76.45503.6Yes
5947-SGKCLFemale0YesYes15YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesBank transfer (automatic)105.351559.25No
3712-PKXZAMale0YesNo61YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesCredit card (automatic)20.551252No
6317-YPKDHFemale0NoNo1NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthNoBank transfer (automatic)29.9529.95Yes
6582-OIVSPFemale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check45.345.3No
9367-WXLCHMale0NoNo8YesYesFiber opticNoNoNoNoNoYesMonth-to-monthNoBank transfer (automatic)84.5662.65Yes
5524-KHNJPMale0YesYes33YesNoDSLYesNoYesNoYesYesOne yearNoCredit card (automatic)74.752453.3No
1918-ZBFQJFemale0NoNo13YesNoFiber opticNoYesYesNoNoNoMonth-to-monthYesElectronic check79.251111.65Yes
1024-GUALDFemale0YesNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check24.824.8Yes
4827-USJHPMale0NoNo20YesNoDSLNoYesNoNoNoNoMonth-to-monthYesMailed check51.81023.85No
8167-GJLRNMale0NoNo3NoNo phone serviceDSLNoNoNoYesNoNoMonth-to-monthNoElectronic check30.482.15No
0956-SYCWGFemale0NoNo13YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoElectronic check19.65244.8No
8017-UVSZUFemale0YesNo40YesYesDSLNoYesNoNoNoNoMonth-to-monthNoCredit card (automatic)56.62379.1No
7100-FQPRVMale0YesYes43YesYesDSLYesNoNoYesNoYesOne yearYesCredit card (automatic)71.93173.35No
2472-OVKUPMale0YesNo6YesNoFiber opticNoYesYesNoNoYesMonth-to-monthYesElectronic check91531Yes
2984-RGEYAFemale0YesYes69YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.751375.4No
9680-NIAUVFemale0YesYes72YesYesFiber opticYesYesYesNoYesYesTwo yearNoCredit card (automatic)109.78129.3No
2146-EGVDTMale0YesYes59YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.31192.7No
2604-IJPDUFemale0YesNo20YesNoFiber opticYesYesNoYesYesNoMonth-to-monthYesElectronic check96.551901.65No
9178-JHUVJMale0YesYes24YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)24.1587.4No
6168-YBYNPMale0NoNo59YesYesFiber opticNoYesYesYesYesYesMonth-to-monthYesElectronic check111.356519.75No
7255-SSFBCMale0YesYes72YesYesFiber opticNoYesYesYesYesYesTwo yearYesBank transfer (automatic)112.258041.65No
3645-DEYGFMale0NoYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.7520.75No
9323-HGFWYFemale0YesNo27YesNoFiber opticYesNoNoYesYesYesOne yearYesCredit card (automatic)101.92681.15No
8544-GOQSHFemale0NoNo14YesNoFiber opticNoYesNoYesNoNoMonth-to-monthYesCredit card (automatic)80.051112.3No
3363-DTIVDMale0YesYes71YesYesFiber opticYesNoYesNoYesYesTwo yearNoElectronic check105.557405.5No
7018-WBJNKMale0NoYes13YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesCredit card (automatic)78.31033.95No
9142-KZXOPMale0NoNo44YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoCredit card (automatic)68.852958.95No
7674-YTAFDFemale0NoNo33YesNoFiber opticNoYesNoYesNoNoOne yearYesBank transfer (automatic)79.952684.85No
6348-SNFUSMale0YesYes72NoNo phone serviceDSLYesYesYesYesNoYesTwo yearYesCredit card (automatic)55.454179.2No
1285-OKIPPMale0NoNo1YesNoFiber opticNoNoNoNoNoYesMonth-to-monthNoElectronic check79.979.9Yes
7825-ECJRFFemale0NoNo19YesNoFiber opticYesNoYesYesYesYesMonth-to-monthYesElectronic check106.61934.45Yes
1347-KTTTAMale0YesNo64YesNoFiber opticNoYesYesYesYesYesOne yearYesCredit card (automatic)102.456654.1No
7841-TZDMQMale0NoNo2YesNoDSLNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)4684.5Yes
4195-NZGTAFemale0NoNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check25.2525.25No
7157-SMCFKMale0NoYes61YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.751124.2No
4709-LKHYGFemale0YesYes29YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoElectronic check20540.05No
2504-DSHIHMale1YesNo23YesYesFiber opticNoNoNoNoNoYesMonth-to-monthNoElectronic check86.81975.85No
0699-NDKJMFemale0YesNo57NoNo phone serviceDSLYesYesYesNoYesYesMonth-to-monthYesBank transfer (automatic)58.753437.45No
9286-BHDQGMale0YesYes72NoNo phone serviceDSLYesYesYesYesNoNoTwo yearNoCredit card (automatic)45.253139.8No
0230-WEQUWMale0YesNo66NoNo phone serviceDSLYesYesYesYesYesNoTwo yearYesBank transfer (automatic)56.63789.2No
2040-LDIWQMale0YesYes65YesYesDSLNoYesYesYesYesYesTwo yearYesBank transfer (automatic)84.25324.5No
6496-JDSSBFemale0NoNo8YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesBank transfer (automatic)80624.6No
9408-SSNVZFemale0NoNo4YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.15268.35Yes
4443-EMBNAFemale0YesNo71YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)24.751836.9No
6469-MRVETMale0YesYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesElectronic check20.220.2No
0742-MOABMMale0YesNo4YesNoDSLNoNoNoYesNoNoMonth-to-monthNoMailed check50.05179.35Yes
5961-VUSRVFemale0NoNo12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)19.35219.35No
6778-JFCMKMale0NoNo24NoNo phone serviceDSLYesNoNoNoYesYesOne yearYesMailed check50.61288.75No
6341-JVQGFFemale0YesYes31YesNoDSLYesNoYesYesYesYesOne yearYesMailed check81.152545.75No
2232-DMLXUFemale0YesNo1YesNoDSLNoNoNoNoYesNoMonth-to-monthNoMailed check55.255.2Yes
4811-JBUVUMale0NoNo30YesYesFiber opticNoNoNoYesNoYesMonth-to-monthYesCredit card (automatic)89.92723.15No
0945-TSONXFemale0YesYes47YesYesDSLYesYesNoYesYesYesTwo yearYesCredit card (automatic)85.34107.25No
2651-ZCBXVMale0NoNo54YesYesFiber opticYesYesNoYesYesYesTwo yearYesCredit card (automatic)1085760.65No
3316-UWXUYMale0NoNo50YesNoFiber opticYesYesNoYesNoYesMonth-to-monthYesCredit card (automatic)93.54747.5No
8937-RDTHPMale0NoNo1YesNoFiber opticYesNoNoNoNoYesMonth-to-monthYesMailed check84.684.6Yes
7083-MIOPCFemale0NoNo72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.251566.9No
1984-GPTEHFemale0NoNo29YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check25.15702No
1251-KRREGMale0NoNo2YesYesDSLNoYesNoNoNoNoMonth-to-monthYesMailed check54.4114.1Yes
0621-JFHOLFemale0NoNo10NoNo phone serviceDSLNoNoNoYesNoNoTwo yearYesMailed check29.6299.05No
9903-LYSABMale0YesNo18YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check73.151305.95No
0094-OIFMOFemale1NoNo11YesNoFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check951120.3Yes
9227-UAQFTMale0NoNo16YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.75284.35No
7301-ABVADFemale0NoNo72YesYesDSLNoYesYesYesYesYesTwo yearNoBank transfer (automatic)86.66350.5No
6614-FHDBOMale0NoNo72YesYesFiber opticNoYesYesYesYesYesTwo yearNoBank transfer (automatic)109.27878.3No
7576-ASEJUFemale0YesYes41YesNoDSLYesNoNoYesYesYesOne yearYesCredit card (automatic)74.73187.65No
9058-HRZSVFemale1YesNo65YesNoFiber opticYesYesYesNoNoYesMonth-to-monthNoElectronic check94.46126.15No
4522-AKYLRFemale1NoNo13YesNoDSLNoYesYesNoNoNoMonth-to-monthYesElectronic check54.8731.3No
0221-WMXNQMale1NoNo4YesNoFiber opticYesNoNoNoNoNoMonth-to-monthNoElectronic check75.35273.4No
0303-UNCIPMale0NoNo41YesYesDSLNoNoYesNoNoYesOne yearNoMailed check652531.8No
9947-OTFQUMale1NoNo15YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check74.41074.3Yes
0322-YINQPMale0NoNo1YesNoDSLYesNoNoNoNoNoMonth-to-monthYesMailed check48.5548.55Yes
0959-WHOKVMale0NoNo42YesYesFiber opticYesYesYesNoNoYesOne yearYesElectronic check994298.45No
4075-JFPGRFemale0YesNo51YesNoFiber opticYesYesYesNoYesNoOne yearYesElectronic check93.54619.55No
4629-NRXKXFemale0YesYes2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check70.4147.15Yes
9514-JDSKIMale1YesNo1NoNo phone serviceDSLNoYesNoNoYesNoMonth-to-monthNoElectronic check40.240.2Yes
3282-ZISZVMale0NoYes32YesYesDSLNoYesYesYesYesYesOne yearNoCredit card (automatic)83.72633.3No
3675-YDUPJMale0NoNo10YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.85193.05No
4111-BNXIFFemale0YesYes67NoNo phone serviceDSLNoYesYesYesYesYesTwo yearYesElectronic check59.554103.9No
7017-VFHAYFemale0YesYes61YesYesFiber opticYesYesYesYesYesYesTwo yearNoCredit card (automatic)115.17008.15No
6655-LHBYWMale0NoNo50YesYesFiber opticYesYesYesYesYesYesOne yearNoCredit card (automatic)114.355791.1No
4959-JOSRXFemale0YesNo2YesNoDSLNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)44.680.55Yes
5046-NUHWDFemale1YesNo29NoNo phone serviceDSLYesNoYesNoNoYesMonth-to-monthYesElectronic check451228.65No
7273-TEFQDMale1NoNo3NoNo phone serviceDSLNoNoYesNoNoYesMonth-to-monthYesElectronic check41.15132.2Yes
3606-TWKGIMale1NoNo13YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check106.91364.3Yes
7529-ZDFXIMale1YesNo57YesYesFiber opticNoYesNoNoNoYesMonth-to-monthYesElectronic check89.854925.35No
7605-BDWDCFemale0NoNo31NoNo phone serviceDSLYesYesNoYesNoYesTwo yearYesBank transfer (automatic)49.851520.1No
1950-KSVVJFemale0YesNo45YesYesFiber opticYesYesYesYesYesYesOne yearNoMailed check113.35032.25No
0123-CRBRTFemale0YesYes61YesYesDSLYesYesYesYesYesYesTwo yearNoMailed check88.15526.75No
6292-TOSSSMale0NoNo50YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)24.91195.25No
3197-ARFOYFemale1NoNo19YesNoFiber opticYesYesNoYesYesYesMonth-to-monthYesMailed check1052007.25No
6323-AYBRXMale0NoNo59YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.351099.6Yes
7014-ZZXAWFemale0YesNo71YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)24.251732.95No
4385-GZQXVFemale1NoNo16YesNoFiber opticNoNoNoYesYesYesMonth-to-monthYesElectronic check94.451511.2Yes
7633-MVPUYMale0YesNo57YesNoDSLYesYesNoYesNoNoTwo yearYesElectronic check59.753450.15No
6366-ZGQGLMale0NoNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)24.824.8Yes
4716-HHKQHMale1YesNo20YesYesFiber opticNoYesNoYesYesYesMonth-to-monthNoElectronic check107.052172.05No
5940-AHUHDMale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoMailed check70.670.6Yes
6432-TWQLBMale0YesNo5YesYesFiber opticNoYesNoYesNoNoMonth-to-monthYesElectronic check85.4401.1Yes
4484-GLZOUFemale0YesNo52YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check105.055624.85Yes
3179-GBRWVMale1YesNo21YesNoDSLYesYesNoNoNoYesMonth-to-monthYesBank transfer (automatic)64.951339.8No
8645-KWHJOMale0NoNo14NoNo phone serviceDSLNoNoYesYesYesYesMonth-to-monthYesElectronic check55771.95No
4130-MZLCCFemale0NoNo5YesNoDSLNoYesNoNoNoNoMonth-to-monthNoBank transfer (automatic)50.55244.75No
0314-TKOSIFemale0NoNo6YesNoDSLYesYesNoNoNoNoMonth-to-monthNoMailed check55.15322.9No
8229-MYEJZFemale0NoNo10YesNoDSLNoYesNoNoNoNoMonth-to-monthNoElectronic check51.2498.25No
2080-SRCDEFemale0NoYes1YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check25.425.4No
9577-WJVCQFemale0NoNo68YesYesDSLYesNoNoNoNoNoMonth-to-monthNoMailed check54.453687.75No
9512-UIBFXMale0YesYes18YesNoFiber opticNoNoYesNoYesYesMonth-to-monthNoMailed check95.151779.95Yes
6202-DYYFXFemale0NoNo22YesYesFiber opticNoNoNoNoNoNoOne yearYesCredit card (automatic)761783.6No
3808-HFKDEFemale0NoNo20YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check44.35927.15No
5583-SXDAGMale0YesNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check7070Yes
3488-PGMQJMale1NoNo8YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check74.5606.55Yes
3580-REOACMale0NoNo10YesNoDSLNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)44.85435.4Yes
7534-BFESCMale1NoNo24YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check76.11712.7Yes
3727-OWVYDMale0NoNo35YesNoDSLYesYesYesNoNoNoOne yearNoMailed check61.22021.2No
2294-SALNEMale0YesYes23YesNoFiber opticNoYesYesYesNoNoOne yearNoMailed check86.81940.8No
4847-TAJYIFemale1NoNo6YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check89.35567.8No
1563-IWQEXFemale0NoNo12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.7220.35No
8203-XJZRCMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.2520.25No
6556-DBKZFFemale0YesYes71YesNoFiber opticNoNoYesNoNoNoTwo yearNoElectronic check76.055436.45No
6851-WEFYXMale1YesNo35YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check100.83437.5No
2985-JUUBZMale0YesYes40YesYesDSLNoNoYesNoYesYesMonth-to-monthYesElectronic check74.553015.75No
6390-DSAZXFemale0NoYes1YesNoFiber opticYesNoNoNoNoNoMonth-to-monthYesMailed check73.673.6Yes
0895-LMRSFMale0NoNo23YesNoDSLNoNoNoNoYesYesOne yearYesBank transfer (automatic)64.91509.8No
8098-LLAZXFemale1NoNo4YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check95.45396.1Yes
8266-VBFQLMale0NoNo4YesNoFiber opticNoNoYesYesNoYesMonth-to-monthYesElectronic check90.4356.65No
8181-YHCMFFemale0YesYes68NoNo phone serviceDSLNoYesYesYesYesYesTwo yearNoCredit card (automatic)60.34109No
2240-HSJQDMale0NoYes38YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesMailed check81.853141.7No
1248-DYXUBMale0YesYes52YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check24.81229.1No
0265-EDXBDMale1YesNo32YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.92303.35Yes
4115-BNPJYMale0YesYes29YesNoDSLNoNoYesYesYesYesTwo yearNoMailed check75.552054.4No
3167-SNQPLMale1YesYes38YesYesFiber opticNoYesNoNoYesYesMonth-to-monthNoElectronic check101.153741.85No
4091-TVOCNMale0NoYes48YesYesDSLYesNoYesNoYesYesOne yearYesCredit card (automatic)78.753682.45No
1098-TDVUQFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesBank transfer (automatic)19.2519.25No
7277-OZCGZFemale0NoNo22YesNoFiber opticYesNoNoYesNoYesMonth-to-monthYesElectronic check89.051886.25No
1557-EMYVTFemale0NoNo43YesYesFiber opticYesYesYesYesYesYesTwo yearNoCredit card (automatic)115.054895.1No
2799-ARNLOFemale1YesNo5YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.35341.6No
7563-BIUPCMale0NoNo5YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check80.6415.55Yes
5027-YOCXNMale0YesYes51YesYesFiber opticYesYesNoYesYesYesOne yearNoCredit card (automatic)110.055686.4No
3973-SKMLNMale0NoNo71YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)19.91355.1No
2321-OMBXYFemale0YesYes38YesNoDSLYesYesNoYesYesYesOne yearNoCredit card (automatic)80.33058.65Yes
2840-XANRCMale1YesNo24YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check93.152231.05Yes
6745-JEFZBMale0YesNo35YesYesFiber opticNoNoNoYesYesNoMonth-to-monthYesCredit card (automatic)91.53236.35No
5020-ZSTTYFemale1NoNo54YesYesDSLYesYesNoYesYesYesOne yearNoBank transfer (automatic)82.454350.1Yes
9880-TDQACFemale0YesYes72NoNo phone serviceDSLNoYesYesYesYesYesTwo yearYesElectronic check604264No
8705-WZCYLMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check44.844.8No
7102-JJVTXFemale0YesYes9YesNoDSLYesNoNoNoNoNoOne yearNoMailed check48.6422.3No
8626-PTQGEMale0NoNo69NoNo phone serviceDSLYesYesNoYesYesYesTwo yearYesBank transfer (automatic)60.054176.7No
4983-CLMLVFemale0YesNo52YesYesFiber opticNoYesNoYesYesYesMonth-to-monthYesCredit card (automatic)102.75138.1No
5701-YVSVFFemale1YesNo11YesNoFiber opticNoNoNoYesYesNoMonth-to-monthYesElectronic check82.9880.05No
5804-LEPIMFemale1NoNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.35139.05Yes
5697-GOMBFFemale1YesYes28NoNo phone serviceDSLNoNoNoNoYesNoMonth-to-monthYesElectronic check35.9973.65No
2739-CACDQFemale1NoNo17YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesCredit card (automatic)82.651470.05No
9385-EHGDOFemale0YesYes35YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check19.85739.35No
9498-FIMXLFemale0NoNo8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check19.2161.95No
2379-GYFLQMale0NoNo46YesYesFiber opticNoYesYesNoYesNoOne yearYesCredit card (automatic)94.94422.95No
0122-OAHPZFemale0NoNo7YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check73.85511.25Yes
2868-SNELZFemale0NoNo2YesYesFiber opticNoNoYesNoNoNoMonth-to-monthNoMailed check80.6155.8Yes
4322-RCYMTMale0YesYes68YesYesDSLNoYesYesYesNoYesOne yearYesBank transfer (automatic)75.85293.95Yes
6680-NENYNFemale0NoNo43YesYesFiber opticNoYesYesNoYesYesTwo yearYesElectronic check104.64759.85Yes
2088-IEBAUFemale0NoNo68YesYesDSLYesYesYesYesYesYesTwo yearYesElectronic check88.156148.45No
7982-VCELRFemale0NoNo36YesNoFiber opticNoYesNoNoYesYesMonth-to-monthYesCredit card (automatic)94.83565.65No
1343-EHPYBMale0YesNo63YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check103.46603Yes
6035-BXTTYFemale1NoNo32YesNoDSLNoYesNoYesNoNoMonth-to-monthNoBank transfer (automatic)54.651830.1No
6885-PKOAMFemale0YesNo71YesYesDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)85.756223.8No
7520-HQWJUFemale0YesYes66YesYesDSLYesYesYesNoNoNoMonth-to-monthYesBank transfer (automatic)67.454508.65No
9639-BUJXTMale0NoNo63YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.51328.15No
5924-SNGKPFemale0NoYes41YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesCredit card (automatic)20.25865No
0021-IKXGCFemale1NoNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check72.172.1No
2034-GDRCNFemale0NoNo2YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check90.4168.2Yes
8966-SNIZFFemale0YesNo70YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.451303.5No
6243-OZGFHFemale0NoNo23NoNo phone serviceDSLNoNoNoNoYesYesMonth-to-monthYesElectronic check44.95996.85No
4654-DLAMQFemale1YesNo64YesNoFiber opticYesYesYesNoNoYesOne yearNoBank transfer (automatic)976430.9No
0513-RBGPEMale0YesYes37YesYesDSLYesNoYesYesNoNoTwo yearYesCredit card (automatic)62.82278.75No
5160-UXJEDMale0NoYes17YesNoDSLNoNoNoNoNoNoOne yearNoMailed check44.6681.4No
4115-NZRKSFemale1NoNo7YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check89.15574.35No
0219-YTZUEMale0YesYes4YesYesFiber opticNoYesYesNoNoNoMonth-to-monthYesBank transfer (automatic)84.8371.9Yes
0623-IIHUGFemale1NoNo21NoNo phone serviceDSLYesNoNoNoYesNoMonth-to-monthYesElectronic check41.9840.1Yes
4572-DVCGNFemale0NoNo10YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesBank transfer (automatic)80.25846Yes
3351-NGXYIFemale1NoNo16YesYesDSLYesNoNoNoNoNoMonth-to-monthYesElectronic check54.1889No
8984-EYLLLMale0YesNo64YesYesFiber opticNoYesNoYesYesYesTwo yearYesElectronic check105.256823.4No
9057-MSWCOMale1YesNo27NoNo phone serviceDSLYesNoNoNoNoNoMonth-to-monthNoCredit card (automatic)30.75805.1Yes
9833-TGFHXMale0YesYes42YesYesFiber opticYesNoNoNoYesYesOne yearNoElectronic check97.14016.75No
9294-TDIPCMale0NoYes5YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.283.75No
5229-DTFYBFemale0NoNo41YesNoFiber opticNoYesNoYesYesYesTwo yearYesBank transfer (automatic)98.83959.15No
0104-PPXDVMale0YesNo58YesNoDSLNoNoYesNoNoNoOne yearNoCredit card (automatic)50.32878.55No
5176-LMJXEFemale0NoNo47YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check20.55945.7No
3583-KRKMDMale0NoNo18YesNoFiber opticNoNoNoYesNoNoMonth-to-monthYesBank transfer (automatic)75.91373.05No
1010-DIAUQMale0NoNo5YesNoFiber opticNoNoYesNoYesYesMonth-to-monthNoBank transfer (automatic)96.5492.55Yes
9069-LGEULMale0YesNo23YesNoDSLYesNoNoNoNoYesMonth-to-monthYesBank transfer (automatic)59.951406No
7302-ZHMHPFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.1519.15No
9571-EDEBVMale0YesNo71YesYesFiber opticNoNoYesNoYesYesOne yearYesCredit card (automatic)98.656962.85No
3520-FJGCVMale0YesYes72YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)112.68126.65No
6563-VRERXMale0YesYes33YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.6690.25No
0259-GBZSHMale0NoNo2YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check85.65181.5Yes
6122-EFVKNMale0NoYes24NoNo phone serviceDSLYesNoNoYesNoNoTwo yearNoMailed check35.75830.8No
2805-EDJPQFemale0YesYes56YesYesFiber opticNoYesYesYesNoYesOne yearYesCredit card (automatic)99.755608.4No
6862-CQUMBMale0NoNo37YesNoFiber opticNoYesNoNoYesYesMonth-to-monthYesCredit card (automatic)96.13646.8No
7156-MXBJEFemale0NoNo43YesYesDSLNoYesYesYesYesYesOne yearNoCredit card (automatic)85.13662.25No
6158-HDPXZMale0NoNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoMailed check25.3525.35No
9601-BRXPOFemale0YesNo25YesYesFiber opticNoNoYesYesYesYesMonth-to-monthYesBank transfer (automatic)104.952566.5Yes
2863-IMQDRFemale0NoNo61YesYesDSLYesYesYesYesYesYesTwo yearNoElectronic check89.655308.7No
5686-CMAWKMale0NoNo17YesYesFiber opticNoNoYesYesNoNoOne yearNoElectronic check86.751410.25No
5651-CRHKQFemale0YesNo41YesNoFiber opticNoYesYesYesNoNoOne yearYesBank transfer (automatic)86.23339.05No
6905-NIQINMale0NoNo1YesNoDSLNoYesNoNoNoNoMonth-to-monthNoMailed check50.6550.65Yes
8204-YJCLAMale1YesYes72NoNo phone serviceDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)64.84732.35No
5167-ZFFMMMale0NoNo1YesYesFiber opticNoYesNoNoNoYesMonth-to-monthYesCredit card (automatic)90.8590.85Yes
6583-SZVGPMale0NoNo48YesYesFiber opticNoYesYesNoYesYesTwo yearYesBank transfer (automatic)108.15067.45No
4895-TMWIRMale1YesNo11YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.95214.75Yes
0533-BNWKFFemale1YesNo55YesYesFiber opticNoYesYesNoNoNoMonth-to-monthYesElectronic check85.454874.7Yes
1708-PBBOAFemale0NoNo42NoNo phone serviceDSLYesYesYesYesNoYesOne yearYesElectronic check54.752348.45No
8782-LKFPKMale0NoNo44YesYesFiber opticNoNoYesNoNoYesMonth-to-monthYesMailed check90.44063No
5522-JBWMOMale0NoYes1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check4444No
3597-MVHJTFemale0NoNo27YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesBank transfer (automatic)95.62595.25No
9774-NRNAUMale1YesNo27YesYesDSLNoYesYesYesYesYesMonth-to-monthYesBank transfer (automatic)84.82309.55No
0224-RLWWDFemale1NoNo2YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check44.389.3No
9967-ATRFSFemale0NoNo19YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.9367.55No
3951-NJCVIFemale1YesNo42YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check95.053944.5No
2977-CEBSXFemale0NoNo66YesYesDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)90.055965.95No
0177-PXBATMale1YesNo33YesYesFiber opticYesNoYesYesYesYesMonth-to-monthYesBank transfer (automatic)109.93694.7No
6599-CEBNNFemale0NoNo34YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesCredit card (automatic)73.952524.45Yes
2519-ERQOJMale1NoNo33NoNo phone serviceDSLNoNoYesYesYesYesMonth-to-monthYesElectronic check54.61803.7No
5876-QMYLDFemale0YesYes23YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.05415.1No
2277-AXSDCFemale0NoNo32YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)19.75624.15No
9442-JTWDLFemale0NoNo11YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)20.05237.7No
0979-PHULVMale0YesYes69YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesCredit card (automatic)99.457007.6Yes
3067-SVMTCFemale0YesNo68YesNoDSLYesNoNoYesNoNoOne yearNoBank transfer (automatic)55.93848.8No
5495-GPSRWMale0NoNo20YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check19.7419.4No
7606-BPHHNMale0NoNo72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)19.81468.75No
4742-DRORAMale0YesYes60YesYesFiber opticYesNoYesNoYesNoOne yearYesBank transfer (automatic)95.45812No
0111-KLBQGMale1YesYes32YesNoFiber opticNoYesNoNoYesYesMonth-to-monthYesMailed check93.952861.45No
4800-VHZKIFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.919.9Yes
7989-CHGTLMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.619.6Yes
0334-GDDSOMale1NoNo3YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check81.35233.7Yes
4163-NCJAKFemale0YesNo46YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)24.451066.15No
5233-AOZUFFemale0YesNo29YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.952149.05No
5973-EJGDPMale0NoNo51YesYesFiber opticNoYesYesYesNoNoMonth-to-monthYesElectronic check87.354473No
1996-DBMUSFemale1YesNo48YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)70.653545.05No
7916-VCCPBFemale0YesYes16YesNoFiber opticNoYesNoNoNoNoMonth-to-monthNoBank transfer (automatic)73.251195.75No
4686-GEFRMMale0YesNo70YesYesFiber opticNoYesYesYesNoYesTwo yearYesBank transfer (automatic)98.76858.9No
5249-QYHEXFemale0YesYes40YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check24.81024.7No
0578-SKVMFFemale0YesYes22YesNoFiber opticNoYesNoNoNoYesMonth-to-monthNoElectronic check83.31845.9Yes
5564-NEMQOFemale1NoNo1YesNoFiber opticNoNoYesNoNoNoMonth-to-monthYesBank transfer (automatic)75.375.3Yes
2233-FAGXVFemale0YesYes5YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check24.3132.25No
5605-IYGFGFemale0NoNo7YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)69.85515.45No
7663-ZTEGJMale0NoYes29YesYesFiber opticNoYesYesYesNoYesOne yearNoCredit card (automatic)100.552830.45No
3935-TBRZZMale0YesYes44YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check25.71110.5No
8111-BKVDSFemale0NoNo10NoNo phone serviceDSLYesYesYesNoNoNoMonth-to-monthNoBank transfer (automatic)40.7449.3No
2055-SIFSSFemale1YesNo55YesYesDSLNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)51.652838.55No
2806-MLNTIMale1YesNo52YesYesFiber opticNoYesYesNoYesYesOne yearYesBank transfer (automatic)105.15376.4No
8734-DKSTZFemale0YesYes10YesYesFiber opticNoNoNoNoNoYesMonth-to-monthNoElectronic check85.95858.6No
4360-PNRQBMale0NoNo18YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)75.61395.05No
6152-ONASVFemale0YesNo68YesYesDSLYesNoNoYesNoNoOne yearNoBank transfer (automatic)58.253975.7No
9063-ZGTUYFemale0YesYes61YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.41182.55Yes
7781-HVGMKFemale0YesYes72NoNo phone serviceDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)65.24784.45No
2181-UAESMMale0NoNo2YesNoDSLYesNoYesNoNoNoMonth-to-monthNoElectronic check53.45119.5No
2957-LOLHOMale0NoNo12YesNoDSLNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)45.4518.9Yes
6048-NJXHXMale0YesNo41YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesElectronic check19.75899.45No
2320-SLKMBFemale0NoNo26NoNo phone serviceDSLNoNoYesYesYesNoMonth-to-monthYesCredit card (automatic)44.451183.8No
4980-URKXCMale0YesNo36YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)20.85720.05No
4376-KFVRSMale0YesYes72YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)114.058468.2No
5886-VLQVUMale0YesNo35YesYesFiber opticNoNoNoYesNoYesMonth-to-monthYesBank transfer (automatic)89.853161.2No
3577-AMVUXMale0NoNo1YesNoDSLNoNoYesYesNoNoMonth-to-monthNoMailed check55.0555.05No
0771-WLCLAFemale0YesYes16YesYesFiber opticYesNoYesYesYesYesMonth-to-monthYesElectronic check112.951882.55No
5628-RKIFKFemale1NoNo49YesYesFiber opticYesNoNoNoYesYesMonth-to-monthNoCredit card (automatic)101.555070.4No
0206-TBWLCFemale0YesNo54YesYesFiber opticYesYesYesYesYesYesOne yearYesMailed check114.656049.5No
2937-FTHURFemale0NoYes18YesYesDSLYesNoNoNoNoYesMonth-to-monthNoElectronic check64.81166.7No
1910-FMXJMFemale0YesNo36YesNoFiber opticNoNoNoNoNoYesMonth-to-monthNoElectronic check80.42937.65No
7752-XUSCIFemale0NoNo60YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check105.96396.45Yes
4110-PFEUZFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoMailed check69.5569.55Yes
0732-OCQOCFemale0YesYes52YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)25.051270.25No
5168-MSWXTMale0YesYes8YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check94.75759.55No
1090-ESELRMale0YesYes72YesNoFiber opticYesYesNoYesYesYesTwo yearNoBank transfer (automatic)105.57611.55No
8592-PLTMQFemale0NoNo64YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check24.71642.75No
5760-WRAHCFemale1NoNo22YesNoDSLYesNoYesYesNoYesMonth-to-monthYesMailed check69.751545.4No
8847-GEOOQMale0YesNo60NoNo phone serviceDSLNoYesYesYesYesYesMonth-to-monthYesBank transfer (automatic)60.23582.4No
0256-LTHVJFemale0YesYes28YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check81.052227.1Yes
4785-FCIFBFemale0YesNo61YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check24.41417.9No
8313-NDOIAFemale0NoNo24YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check104.152494.65No
5149-CUZUJMale0YesYes28YesNoFiber opticNoYesYesYesYesNoOne yearNoBank transfer (automatic)92.92768.35No
0942-KOWSMFemale0YesYes30YesNoDSLNoYesYesYesYesYesTwo yearNoBank transfer (automatic)80.82369.3No
4237-CLSMMMale0YesNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check2038No
1452-VOQCHMale0NoNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check75.175.1No
4719-UMSIYMale0NoYes6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.65100.9No
6614-VBEGUFemale0YesNo24YesNoDSLNoYesNoNoYesYesMonth-to-monthYesBank transfer (automatic)69.451614.05No
0880-TKATGMale0YesYes4YesYesFiber opticNoNoYesNoYesYesMonth-to-monthNoElectronic check101.15385.9Yes
3811-VBYBZMale0NoNo7YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check99.8673.25Yes
1480-BKXGAMale1YesNo72YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)116.058404.9No
2996-XAUVFMale0NoNo70NoNo phone serviceDSLNoNoNoYesNoYesTwo yearYesMailed check40.052799.75No
9076-AXYIKMale1YesNo64YesYesFiber opticNoNoYesYesYesYesTwo yearNoElectronic check102.16538.45No
5968-XQIVEMale0YesYes72YesYesFiber opticNoYesNoNoYesNoOne yearYesElectronic check89.76588.95No
8896-RAZCRFemale0NoYes44YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.9868.1No
4640-UHDOSFemale0YesYes13YesNoDSLNoNoNoNoNoYesMonth-to-monthNoElectronic check55.95734.35Yes
4933-IKULFFemale1NoNo17YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.65330.6No
3583-EKAPLMale0NoNo1YesNoDSLNoNoNoNoNoYesMonth-to-monthYesElectronic check5555Yes
1304-BCCFOMale0YesNo9YesNoDSLNoNoYesNoYesYesMonth-to-monthYesMailed check70.05564.4No
4104-PVRPSMale0YesNo24YesNoDSLYesNoNoYesNoNoMonth-to-monthNoMailed check53.61315.35No
9399-APLBTFemale0YesYes1YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check74.774.7Yes
2359-KMGLIMale0NoNo24YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check80.251861.5Yes
3780-DDGSEMale1YesYes35YesNoDSLNoYesNoYesYesYesMonth-to-monthYesElectronic check76.052747.2No
4431-EDMIQFemale0YesYes7YesNoDSLYesYesYesYesYesNoMonth-to-monthYesElectronic check75.7554.05No
0306-JAELEMale0NoNo5YesNoFiber opticNoNoNoYesYesYesMonth-to-monthYesElectronic check96.1453.4Yes
6227-HWPWXFemale0NoYes15YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)69994.8Yes
0486-LGCCHMale0YesYes11YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.65225.75No
0447-BEMNGFemale0YesNo48NoNo phone serviceDSLYesNoYesNoNoYesMonth-to-monthYesBank transfer (automatic)45.32145Yes
4612-SSVHJFemale1NoNo20YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check81.451671.6No
5168-MQQCAFemale0YesNo72YesYesFiber opticNoYesYesYesYesYesOne yearYesBank transfer (automatic)108.58003.8No
5949-XIKAEFemale0YesYes8YesNoFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check83.55680.05Yes
7971-HLVXIMale0YesYes72YesYesFiber opticNoNoNoNoNoYesTwo yearYesCredit card (automatic)84.56130.85No
9094-AZPHKFemale0NoNo15YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check100.151415No
3649-JPUGYMale0NoNo72YesYesDSLNoYesYesYesYesYesTwo yearYesBank transfer (automatic)88.66201.95No
4472-LVYGIFemale0YesYes0NoNo phone serviceDSLYesNoYesYesYesNoTwo yearYesBank transfer (automatic)52.55 No
8372-JUXUIMale0NoYes1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.3574.35Yes
3552-CTCYFMale0YesYes63YesYesFiber opticNoYesYesNoYesYesTwo yearYesBank transfer (automatic)104.86597.25No
6778-YSNIHFemale0NoNo2YesNoDSLNoYesNoNoYesNoMonth-to-monthYesElectronic check59114.15No
0388-EOPEXFemale0YesNo2YesNoFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check74.4139.4Yes
5756-OZRIOMale1YesNo61YesYesDSLNoYesNoNoNoYesOne yearNoBank transfer (automatic)64.053902.6No
6579-JPICPMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.420.4No
8205-OTCHBMale0NoNo22NoNo phone serviceDSLNoYesYesNoNoYesOne yearYesBank transfer (automatic)43.75903.6Yes
4134-BSXLXMale0YesNo28YesNoDSLYesYesNoYesNoNoMonth-to-monthNoMailed check60.91785.65No
0505-SPOOWFemale0YesNo70YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.81397.65No
6235-VDHOMFemale1NoNo5NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthNoElectronic check28.45131.05Yes
7783-YKGDVFemale0NoNo12YesYesFiber opticYesYesYesNoNoYesMonth-to-monthYesBank transfer (automatic)99.71238.45Yes
4374-YMUSQMale0NoNo34YesYesFiber opticYesYesYesYesYesYesOne yearNoCredit card (automatic)116.253899.05No
4513-CXYIXFemale1YesNo71YesYesFiber opticYesNoNoNoNoNoTwo yearYesCredit card (automatic)80.75676No
3957-HHLMRFemale0YesYes70YesYesDSLYesNoNoNoNoYesOne yearNoBank transfer (automatic)65.24543.15No
7803-XOCCZFemale0YesYes52YesNoFiber opticYesNoYesYesNoNoMonth-to-monthYesBank transfer (automatic)84.054326.8No
5736-YEJAXMale0NoYes69YesYesDSLYesYesYesYesYesNoTwo yearYesCredit card (automatic)79.455502.55No
5609-CEBIDFemale1NoNo20YesYesFiber opticNoYesYesNoNoYesMonth-to-monthYesElectronic check94.11782.4Yes
8981-FJGLAMale0NoYes11YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesMailed check78851.8No
7218-HKQFKMale0YesNo2YesNoFiber opticNoNoNoYesYesYesMonth-to-monthYesElectronic check94.2167.5Yes
4636-QRJKYFemale0YesYes6YesYesFiber opticNoNoNoYesNoNoMonth-to-monthYesElectronic check80.5502.85Yes
1135-LMECXFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.8519.85No
4332-MUOEZMale1YesYes20YesNoFiber opticYesNoYesYesNoYesOne yearNoCredit card (automatic)94.31818.3No
8535-SFUTNMale0NoNo61YesYesFiber opticYesNoYesNoYesYesMonth-to-monthYesElectronic check106.456300.15No
5956-VKDTTFemale1YesNo5YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.35334.8Yes
8677-HDZEEFemale0NoNo56YesYesFiber opticNoYesNoYesYesYesMonth-to-monthYesBank transfer (automatic)105.455916.95No
2475-MROZFMale0NoNo30YesYesFiber opticYesYesYesYesNoNoMonth-to-monthYesCredit card (automatic)952852.4No
9412-GHEECMale0NoNo40YesYesFiber opticNoNoYesYesYesYesMonth-to-monthNoBank transfer (automatic)104.84131.95Yes
3482-ABPKKFemale0NoNo28YesNoDSLYesNoNoYesNoNoOne yearNoMailed check54.31546.3No
6705-LXORMFemale1YesNo5YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check70.05302.6No
0257-ZESQCFemale1YesNo27YesNoFiber opticYesNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)75.21929.35Yes
7531-GQHMEMale0NoNo12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)20.05265.45No
5174-ITUMVMale0YesYes67YesYesFiber opticNoYesYesNoYesYesOne yearYesElectronic check105.46989.45No
4109-CYRBDMale1YesNo29YesYesDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check51.61442No
0913-XWSCNMale0YesYes55YesYesFiber opticNoNoNoNoNoYesMonth-to-monthNoBank transfer (automatic)85.54713.4No
6825-UYPFKFemale0NoNo23YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)75.61758.6Yes
8397-MVTAZMale0YesNo34YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check100.053480Yes
0750-EBAIUMale0NoNo52YesNoFiber opticYesNoYesNoYesNoOne yearNoElectronic check91.254738.3No
8606-CIQULMale1YesYes72YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)115.758399.15No
3571-DPYUHMale0YesYes58YesYesFiber opticNoYesNoYesYesNoOne yearYesCredit card (automatic)94.75430.35No
7601-GNDYKMale0YesYes35YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.6686.95No
0356-OBMACFemale1NoNo56YesYesFiber opticNoYesYesYesYesNoTwo yearYesBank transfer (automatic)99.95706.3No
8067-NIOYMFemale0YesYes24YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)21.1490.65No
1403-GYAFUMale0YesYes70YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.051360.25No
4234-XTNEAMale0NoNo2YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check79.95174.45No
1297-VQDRPMale1YesYes68YesYesFiber opticNoNoYesYesYesYesOne yearYesCredit card (automatic)107.157379.8No
9282-IZGQKFemale0NoNo1YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check8585Yes
5348-CAGXBMale0NoNo12YesYesFiber opticNoNoYesNoYesNoMonth-to-monthYesElectronic check89.551021.75No
0621-HJWXJFemale0YesNo63YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)81.555029.05No
5844-QVTATFemale0YesYes33YesNoDSLYesYesYesNoNoNoOne yearYesMailed check58.451955.4No
8905-IAZPFFemale0YesNo69YesNoFiber opticNoYesNoNoYesYesOne yearYesCredit card (automatic)95.656744.2No
5394-MEITZFemale0YesYes60YesNoDSLNoYesYesYesYesYesTwo yearYesBank transfer (automatic)80.64946.7No
6859-QNXIQFemale0YesYes72YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)113.18248.5No
2782-LFZVWFemale0NoNo11YesYesDSLNoNoNoNoNoYesMonth-to-monthYesMailed check58.95601.6No
2866-IKBTMFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.5519.55No
1342-JPNKIMale0NoNo10YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesBank transfer (automatic)86.05834.1Yes
2817-NTQDOMale0NoNo13NoNo phone serviceDSLYesNoNoYesYesNoMonth-to-monthYesCredit card (automatic)45.55597Yes
7129-AZJDEMale0YesYes34YesNoFiber opticNoNoNoNoNoYesOne yearYesBank transfer (automatic)78.952647.2No
6986-IJDHXMale0YesYes39YesNoFiber opticNoYesNoNoYesNoMonth-to-monthYesMailed check86.33266Yes
2560-PPCHEFemale0NoNo65YesYesFiber opticNoYesNoYesYesYesOne yearYesBank transfer (automatic)105.056744.25No
4676-MQUEAMale1YesNo50YesYesFiber opticYesYesYesNoYesNoOne yearYesBank transfer (automatic)101.95265.5No
8138-EALNDMale0NoNo15YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.75311.6No
3580-HYCSPMale0YesYes72YesYesFiber opticYesYesYesNoYesYesTwo yearYesBank transfer (automatic)110.37966.9No
1352-HNSAWFemale0YesYes72YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)115.68220.4No
2075-PUEPRMale0YesYes55YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.351153.25No
1982-FEBTDFemale0YesYes23YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)25.6514.75No
5301-GAUUYMale0NoNo32YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)80.352596.15Yes
5791-KAJFDFemale0YesYes56YesYesDSLYesNoYesNoNoYesOne yearYesBank transfer (automatic)68.753808No
2654-VBVPBFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)19.919.9No
1154-HYWWOMale0NoNo38YesNoDSLYesYesNoYesYesNoOne yearNoMailed check70.62708.2No
2501-XWWTZMale0NoNo11YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check70.2760.05No
3716-UVSPDMale0NoNo1YesNoDSLNoNoNoYesNoNoMonth-to-monthYesElectronic check49.349.3No
6815-ABQFQMale0YesNo56YesYesFiber opticNoYesNoYesYesYesOne yearYesElectronic check107.256033.3No
7343-EOBEUMale0YesNo3YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check23.689.05No
3701-SFMUHMale0YesYes7YesNoDSLYesNoNoNoYesYesMonth-to-monthNoCredit card (automatic)69.7516.15No
6103-LIANBMale0YesYes59YesYesFiber opticNoNoYesNoYesYesTwo yearYesCredit card (automatic)99.55861.75No
7319-VENRZMale0NoNo7YesNoDSLNoNoYesYesYesNoMonth-to-monthNoBank transfer (automatic)64.3445.95No
5846-NEQVZMale0YesYes71YesNoDSLYesNoYesYesNoYesTwo yearYesCredit card (automatic)70.854973.4No
6967-QIQRVMale0YesYes15YesNoFiber opticYesNoNoYesYesYesOne yearNoElectronic check101.91667.25No
5781-RFZRPMale0YesNo71YesYesDSLYesYesNoYesYesNoTwo yearNoCredit card (automatic)73.55357.75No
0939-YAPAFFemale0NoNo35YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check100.253527.6Yes
0308-IVGOKFemale0NoNo11NoNo phone serviceDSLNoYesYesYesNoNoOne yearYesCredit card (automatic)40.4422.6No
7293-LSCDVFemale0YesYes60YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)19.251103.25No
7025-WCBNEMale1NoNo47YesYesDSLNoYesNoYesNoNoTwo yearNoBank transfer (automatic)59.62754No
5756-JYOJTFemale0NoNo11YesNoDSLNoNoYesYesNoYesOne yearNoCredit card (automatic)64.9697.25No
4710-FDUIZMale0YesNo56YesYesFiber opticNoYesNoNoYesYesOne yearNoCredit card (automatic)100.35614.45Yes
6030-REHUXFemale1YesNo28YesYesFiber opticNoYesYesYesYesYesMonth-to-monthYesElectronic check110.853204.4No
9548-LIGTAMale0YesNo61YesNoDSLYesYesNoYesYesYesTwo yearYesMailed check81.054747.65No
5150-LJNSRMale0YesYes31YesYesFiber opticYesNoYesNoYesNoOne yearNoBank transfer (automatic)98.053082.1No
8270-RKSAPMale0NoNo9YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.5597.9No
6522-YRBXDMale1YesNo35YesYesFiber opticYesYesNoNoNoYesMonth-to-monthYesElectronic check94.553365.4No
2640-LYMOVMale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.6538.8No
1218-VKFPEFemale0YesYes12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19233.55Yes
3627-FHKBKFemale0NoNo1YesNoFiber opticYesNoNoNoNoNoMonth-to-monthNoMailed check75.375.3Yes
2865-TCHJWFemale1NoNo4YesYesFiber opticNoNoYesNoYesNoMonth-to-monthYesElectronic check89.2346.2Yes
1423-BMPBQFemale0YesYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check1919No
2393-DIVAIFemale0NoNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check2061.7No
5192-EBGOVFemale1NoNo1YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check85.785.7Yes
4568-KNYWRMale0NoNo52YesNoDSLYesYesNoNoYesNoTwo yearYesCredit card (automatic)63.253342.45No
8752-IMQOSMale0YesYes5YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.185.1No
0742-LAFQKMale0YesNo72YesYesFiber opticYesYesYesNoNoYesTwo yearYesElectronic check99.157422.1No
0795-LAFGPMale0YesYes71YesYesDSLYesYesYesYesYesYesTwo yearNoElectronic check90.46668.05No
0619-OLYURMale0YesNo72YesYesFiber opticYesNoYesYesYesYesTwo yearYesCredit card (automatic)111.98071.05No
5512-IDZEIMale0YesYes46YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoElectronic check24.91174.8No
0459-SPZHJMale0YesYes63YesYesDSLYesYesYesNoYesYesTwo yearNoCredit card (automatic)83.55435No
0215-BQKGSMale0NoNo30YesNoFiber opticYesYesYesNoNoNoMonth-to-monthYesCredit card (automatic)84.32438.6No
9244-ZVAPMMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check45.645.6No
0719-SYFRBFemale0NoNo12YesYesDSLYesNoYesYesNoNoMonth-to-monthYesMailed check61.65713.75Yes
8208-EUMTEMale0NoNo16NoNo phone serviceDSLYesYesYesYesYesNoTwo yearNoMailed check54.85916.15No
5172-MIGPMMale0NoNo4YesYesDSLNoNoNoYesNoYesMonth-to-monthNoMailed check65.55237.2No
1710-RCXUSMale0YesNo51YesYesFiber opticNoYesNoNoNoYesOne yearYesCredit card (automatic)90.354614.55No
0374-FIUCAMale0YesNo65YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)20.41414.45No
5839-SUYVZMale0NoNo16YesNoFiber opticNoNoNoYesNoNoMonth-to-monthYesCredit card (automatic)74.551170.5No
5173-ZXXXLMale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.9547.7No
1096-ADRUXFemale0YesYes66YesYesFiber opticNoNoNoNoNoNoOne yearYesBank transfer (automatic)74.254859.25No
2001-MCUUWMale0NoNo46YesYesFiber opticNoYesYesYesYesYesTwo yearNoElectronic check108.654903.2No
2731-GJRDGFemale0NoNo32YesYesFiber opticYesNoYesYesYesYesOne yearYesBank transfer (automatic)109.553608No
4723-BEGSGMale0YesNo72YesYesDSLYesNoYesYesYesYesTwo yearNoCredit card (automatic)86.656094.25No
6516-NKQBOMale0YesYes38YesNoDSLYesNoYesYesYesYesTwo yearNoCredit card (automatic)813084.9No
8672-OAUPWMale0NoYes51YesNoDSLNoNoNoYesNoNoOne yearNoCredit card (automatic)47.852356.75No
8207-DMRVLMale0YesYes72YesYesFiber opticYesYesYesYesYesYesTwo yearNoBank transfer (automatic)114.558306.05No
3419-SNJJDFemale1YesNo65YesYesFiber opticYesNoYesNoYesYesMonth-to-monthNoBank transfer (automatic)105.256786.4Yes
6543-CPZMKMale0YesYes9NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthYesElectronic check29.95248.95Yes
4765-OXPPDFemale0YesYes9YesNoDSLYesYesYesYesNoNoMonth-to-monthNoMailed check65663.05Yes
2804-ETQDKMale0NoYes66YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.551357.1No
6689-VRRTKFemale1NoNo44YesYesFiber opticYesYesYesNoYesYesOne yearYesCredit card (automatic)109.84860.35No
7138-GIRSHMale0NoNo50YesYesDSLNoNoYesYesNoYesTwo yearNoBank transfer (automatic)69.53418.2No
9396-ZSFLLFemale0NoNo15YesYesDSLNoNoNoNoNoNoMonth-to-monthNoMailed check48.85631.4No
6464-KEXXHMale0NoNo8NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)25.25186.3No
7134-MJPDYFemale1NoNo66YesYesFiber opticNoNoYesYesYesYesOne yearYesCredit card (automatic)102.856976.75No
5240-CAOYTFemale0NoNo57YesYesFiber opticYesYesNoYesNoNoMonth-to-monthYesBank transfer (automatic)87.554884.85No
4059-IIEBKFemale0NoNo7YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)78.55522.95No
4881-JVQODMale1YesYes10NoNo phone serviceDSLNoNoNoNoNoYesMonth-to-monthYesBank transfer (automatic)34.55362.6No
0516-UXRMTFemale0NoNo62YesYesFiber opticYesYesYesNoNoNoOne yearYesElectronic check92.055755.8No
4851-BQDNXMale0YesYes40YesNoFiber opticNoNoYesNoYesNoOne yearYesElectronic check85.053355.65No
5148-HKFIRFemale0NoNo20YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.7406.95No
1009-IRMNAFemale0NoNo7YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)20137.6Yes
3003-CMDUUFemale0YesNo25YesNoFiber opticNoNoNoYesYesYesMonth-to-monthYesElectronic check95.152395.7No
5016-IBERQMale0YesNo23YesYesFiber opticNoYesYesNoNoNoMonth-to-monthNoElectronic check84.251968.1No
6797-UCJHZFemale1YesNo66YesYesFiber opticNoYesYesNoYesYesOne yearNoCredit card (automatic)104.66819.45No
2469-DTSGXFemale1NoNo72YesYesFiber opticNoYesYesYesYesYesTwo yearNoElectronic check111.657943.45No
4554-YGZIHMale1YesNo49YesYesFiber opticNoYesNoNoNoYesMonth-to-monthNoCredit card (automatic)90.054547.25Yes
5099-BAILXMale1YesYes43YesYesFiber opticNoYesYesYesYesYesMonth-to-monthYesBank transfer (automatic)110.754687.9Yes
9931-KGHOAFemale0YesNo46YesYesDSLYesNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)552473.95No
1775-KWJKQMale0YesYes72YesYesDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)89.856562.9No
7665-VIGUDMale0NoNo10YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.35176.3No
9411-TPQQVFemale0NoNo40NoNo phone serviceDSLYesNoNoYesYesYesOne yearYesBank transfer (automatic)54.552236.2No
7207-RMRDBFemale0YesYes65YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check105.56985.65Yes
7954-MLBUNMale0NoNo31YesNoFiber opticNoNoYesYesYesYesTwo yearNoBank transfer (automatic)99.453109.9No
2077-DDHJKFemale0YesNo68YesYesDSLYesYesYesYesNoNoTwo yearNoCredit card (automatic)70.94911.35No
4913-EHYUIMale1YesYes56YesYesFiber opticYesNoYesNoYesYesOne yearYesBank transfer (automatic)104.555794.65Yes
0195-IESCPMale0YesNo10YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check85.25855.3Yes
9574-BOSMDMale0YesYes68YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)25.41620.2No
4580-TMHJUFemale0YesYes43YesNoDSLNoNoNoNoYesNoMonth-to-monthNoElectronic check56.152499.3Yes
0970-ETWGEMale0NoNo1YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check89.5589.55Yes
4908-XAXAYFemale1NoNo49YesNoFiber opticNoYesYesNoNoYesOne yearYesBank transfer (automatic)89.854287.2No
8404-VLQFBFemale0YesYes15YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check25.25394.85No
1626-ERCMMMale1YesNo20YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check94.551899.65Yes
0887-HJGARMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check45.745.7Yes
2391-IPLOPMale0YesYes50YesYesDSLNoNoYesYesYesNoOne yearYesElectronic check69.653442.15No
5644-PDMZCFemale1NoNo2YesYesFiber opticNoYesNoNoNoYesMonth-to-monthNoElectronic check89.5161.5Yes
3509-GWQGFMale1NoNo24YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoCredit card (automatic)701732.6No
9576-ANLXOFemale0NoNo3YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)69.55222.3Yes
2024-BASKDFemale0NoNo1YesNoFiber opticNoNoYesNoNoNoMonth-to-monthYesMailed check74.674.6Yes
5845-BZZIBMale0YesYes35YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.1655.3No
1140-UKVZGFemale0NoNo17YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check24.8475.25No
4160-AMJTLFemale1NoNo8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check19.65164.3Yes
5183-SNMJQMale0NoNo10YesNoFiber opticNoNoNoYesYesYesMonth-to-monthYesCredit card (automatic)95.1865.1No
8100-PNJMHMale0YesYes68YesYesDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)88.856132.7No
7838-LAZFOMale0YesNo45YesNoDSLYesYesYesNoYesYesOne yearNoBank transfer (automatic)78.83597.5No
4464-JCOLNMale0YesYes2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.8535.9Yes
2085-JVGADMale0YesNo37YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)20.35697.65No
5650-VDUDSFemale0NoNo4NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesMailed check24.2596.05Yes
8095-WANWKFemale0NoNo10YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check45.25428.7No
3030-ZKIWLMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.0520.05No
9565-FLVCGMale0YesYes65YesYesDSLYesYesNoNoNoYesTwo yearYesMailed check69.554459.15No
8755-OGKNAFemale0YesYes57YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.51167.6No
2800-VEQXMFemale0NoNo3YesNoFiber opticNoNoYesNoNoNoMonth-to-monthYesMailed check74.75238.1No
7538-GWHMLFemale0NoNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check69.65145.15Yes
5533-RJFTJMale0NoNo49NoNo phone serviceDSLNoNoYesNoNoNoMonth-to-monthYesBank transfer (automatic)30.21453.1No
3859-CVCETFemale0NoNo4YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check45.65191.05Yes
0214-JHPFWFemale0YesNo70NoNo phone serviceDSLNoYesYesYesYesYesTwo yearNoBank transfer (automatic)57.84039.3No
5642-MHDQTFemale0YesYes53YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)19.851039.45No
3088-FVYWKMale0YesYes53YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.551336.1No
3276-HDUEGFemale0NoNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check75.0575.05Yes
9092-GDZKOMale0NoNo22YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)24.85493.4No
0823-HSCDJMale1NoNo52NoNo phone serviceDSLNoYesNoNoYesYesMonth-to-monthYesElectronic check49.152550.9Yes
3729-OWRVLMale1NoNo65YesYesFiber opticYesNoYesYesYesYesTwo yearYesElectronic check110.357246.15No
2324-AALNOFemale0NoNo48YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)24.551203.95No
0822-GAVAPFemale0NoNo2NoNo phone serviceDSLNoNoNoNoNoYesMonth-to-monthYesElectronic check34.762.25Yes
5760-IFJOZMale0NoNo3YesYesFiber opticNoYesYesNoYesYesMonth-to-monthNoMailed check107.95313.6No
2826-UWHISMale0YesNo45YesYesFiber opticNoYesNoNoNoNoMonth-to-monthNoBank transfer (automatic)81.43775.85No
1448-PWKYEMale0YesYes1YesNoFiber opticNoNoNoNoNoYesMonth-to-monthNoElectronic check8080Yes
7501-IWUNGFemale0YesYes61YesNoDSLNoNoYesYesYesYesTwo yearYesBank transfer (automatic)73.84616.05No
4957-TREIRMale0NoNo3YesNoDSLYesNoNoYesYesNoMonth-to-monthYesCredit card (automatic)64.4195.65No
7251-LJBQNFemale1NoNo40YesYesFiber opticNoNoYesYesYesYesOne yearYesCredit card (automatic)103.754188.4No
8040-MNRTFFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoMailed check71.171.1No
1536-HBSWPFemale0NoNo1YesNoDSLNoNoNoYesNoNoMonth-to-monthYesElectronic check49.949.9No
5313-FPXWGMale0NoNo51YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)24.61266.4No
0067-DKWBLMale1NoNo2YesNoDSLYesNoNoNoNoNoMonth-to-monthYesElectronic check49.2591.1Yes
0946-FKYTXMale0NoNo52NoNo phone serviceDSLNoYesNoNoNoNoOne yearNoMailed check30.11623.4No
5076-YVXCMMale0NoNo51YesYesFiber opticNoNoNoNoNoYesMonth-to-monthNoBank transfer (automatic)83.44149.45No
8262-COGGBMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.4520.45No
6663-JOCQOMale0YesYes31YesYesDSLYesYesNoYesNoYesOne yearYesBank transfer (automatic)75.252344.5No
9620-QJREVMale0NoYes47YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)20.551013.05No
2276-YDAVZFemale0NoNo3YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)75.1270.7Yes
2682-KEVRPFemale1NoNo22YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check20.05417No
2480-JZOSNFemale0YesNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.6520.65No
0078-XZMHTMale0YesNo72YesYesDSLNoYesYesYesYesYesTwo yearYesBank transfer (automatic)85.156316.2No
5896-NPFWWMale0YesYes3YesNoDSLNoNoYesNoNoNoMonth-to-monthYesElectronic check50.15168.15Yes
9978-HYCINMale1YesYes47YesNoFiber opticNoYesNoNoYesNoOne yearYesBank transfer (automatic)84.954018.05No
8338-QIUNRMale0YesYes72YesYesDSLYesNoYesYesNoNoTwo yearYesCredit card (automatic)66.54811.6No
1525-LNLOJMale0YesYes66YesYesDSLNoNoYesNoYesNoTwo yearYesBank transfer (automatic)63.34189.7No
9450-TRJUUMale0NoNo35YesYesFiber opticNoNoNoNoYesNoMonth-to-monthNoElectronic check83.152848.45No
1766-GKNMIMale0NoNo29YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check84.92516.2No
6942-LBFDPFemale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.5533.6No
1456-TWCGBMale0NoNo4YesNoDSLNoYesNoNoNoNoMonth-to-monthNoMailed check49.25208.45No
7133-VBDCGFemale0NoNo25YesNoFiber opticYesYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)79.852015.35Yes
7596-ZYWBBFemale0NoNo65YesNoDSLYesYesNoYesNoNoTwo yearYesMailed check59.63739.8No
8329-UTMVMMale1NoNo27YesYesFiber opticNoYesNoYesYesYesOne yearYesBank transfer (automatic)104.652964No
3014-WJKSMMale0YesNo29YesNoFiber opticNoNoYesNoNoNoMonth-to-monthYesCredit card (automatic)75.32263.4No
3347-YJZZEMale0YesYes29YesYesDSLNoYesYesNoYesYesMonth-to-monthNoCredit card (automatic)80.12211.8No
1029-QFBENMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.5519.55Yes
7929-DMBCVFemale0YesNo20YesNoFiber opticNoNoYesYesNoNoMonth-to-monthYesMailed check811683.7No
9661-JALZVFemale0NoNo58YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)24.71519No
5433-KYGHEFemale0NoYes14YesYesFiber opticYesNoNoYesNoNoMonth-to-monthYesMailed check861164.05No
4312-KFRXNMale0YesNo72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.41710.9No
5575-TPIZQMale0NoNo46YesYesFiber opticYesNoNoNoYesNoMonth-to-monthYesCredit card (automatic)89.154245.55No
0114-IGABWFemale0YesNo71NoNo phone serviceDSLNoYesYesYesYesYesTwo yearNoBank transfer (automatic)58.254145.9No
9944-AEXBMMale0NoNo32YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesBank transfer (automatic)85.652664.3No
1853-ARAAQFemale0NoNo26NoNo phone serviceDSLNoNoYesNoYesYesMonth-to-monthYesCredit card (automatic)50.351277.5No
6952-OMNWBMale1YesNo68YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesCredit card (automatic)80.355589.3No
4697-LUPSUMale0YesYes2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.234.75No
8434-VGEQQMale0YesYes61YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.551305.95No
4952-YSOGZFemale0YesYes4YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check85.95381.3Yes
1589-AGTLKMale0NoNo3YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check45.35141.5Yes
5244-IRFIHMale1YesNo33YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check94.53105.55Yes
6549-YMFAWMale1YesNo9YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check21.25204.55No
4950-HKQTEFemale0NoNo22YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check26.25605.9No
6786-OBWQRFemale0YesYes5YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check80.85356.1No
2684-EIWEOFemale1NoNo30YesYesFiber opticYesYesYesNoNoNoMonth-to-monthNoCredit card (automatic)91.72758.15Yes
2753-JMMCVMale0NoNo65YesYesDSLNoYesYesYesNoYesTwo yearYesCredit card (automatic)74.24805.65No
6439-GTPCAFemale0NoNo45YesYesFiber opticNoNoYesYesNoNoMonth-to-monthYesElectronic check87.253941.7Yes
6621-YOBKIMale0NoNo5YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.3592.75No
1216-JWVUXMale0YesYes25YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check75.51901.05No
7564-GHCVBFemale0YesYes72YesYesFiber opticYesNoNoNoNoNoTwo yearNoBank transfer (automatic)79.055730.7No
1173-NOEYGFemale0YesNo27YesYesFiber opticNoNoYesNoNoYesMonth-to-monthNoBank transfer (automatic)90.152423.4No
7595-EHCDLMale0YesYes32NoNo phone serviceDSLNoNoYesNoYesYesMonth-to-monthNoCredit card (automatic)50.61653.45No
6647-ZEDXTFemale0NoNo30YesYesFiber opticNoYesYesYesYesYesOne yearNoCredit card (automatic)110.453327.05No
2521-NPUZRMale0YesNo70YesNoFiber opticYesYesYesYesNoYesTwo yearNoCredit card (automatic)1017085.5No
1307-TVUFBMale1NoNo42YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)79.353344.1No
7503-MIOGAFemale1YesNo72YesYesDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)89.856697.35No
4381-MHQDCFemale0NoNo47YesYesDSLYesNoYesYesNoNoTwo yearYesMailed check652879.9No
6923-JHPMPFemale0NoNo2YesNoFiber opticYesNoYesNoNoNoMonth-to-monthYesElectronic check80.45137.1No
5138-WVKYJMale0NoNo10YesYesFiber opticYesNoNoNoYesYesMonth-to-monthNoElectronic check98.551008.55Yes
4018-PPNDWFemale0YesYes61YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check24.11551.6No
1635-FJFCCFemale0NoNo5YesNoDSLNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)44.05202.15No
2499-AJYUAFemale1YesNo72YesYesFiber opticNoYesYesYesYesYesTwo yearYesCredit card (automatic)110.87882.25No
6919-ELBGLMale1YesYes72YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)114.958196.4No
3966-HRMZAFemale1NoNo3YesNoFiber opticNoNoYesNoNoNoMonth-to-monthNoMailed check75.05202.9No
6425-JWTDVMale0YesNo48YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.25855.1No
8405-IGQFXFemale0NoNo63YesNoFiber opticNoNoYesYesYesNoOne yearYesCredit card (automatic)90.055817No
8224-IVVPAFemale0NoNo27YesNoDSLYesYesNoNoNoNoMonth-to-monthYesMailed check56.71652.95No
9477-LGWQIMale0YesYes70YesNoDSLYesYesYesNoYesYesTwo yearYesCredit card (automatic)80.155600.15No
1410-RSCMRMale0YesYes7YesNoDSLYesNoYesYesNoYesMonth-to-monthYesCredit card (automatic)71.35515.75No
3115-CZMZDMale0NoYes0YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.25 No
0139-IVFJGFemale0YesNo2YesNoFiber opticYesYesNoNoYesNoMonth-to-monthNoElectronic check90.35190.5No
6683-VLCTZMale1NoNo20YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check98.551842.8Yes
5730-DBDSIMale0NoNo66YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.71253.8No
0030-FNXPPFemale0NoNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.8557.2No
2189-WWOEWFemale0NoYes15YesNoFiber opticNoYesNoNoNoYesMonth-to-monthYesBank transfer (automatic)85.91269.55Yes
5684-FJVYRFemale0YesYes72YesYesFiber opticYesYesNoYesNoNoTwo yearYesBank transfer (automatic)90.356563.4No
4013-GUXNDMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.820.8No
1894-IGFSGFemale0NoNo22YesNoFiber opticNoNoNoNoYesYesMonth-to-monthNoElectronic check89.251907.85Yes
7379-POKDZMale0YesNo3YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.3208.85Yes
1266-NZYUIFemale0YesYes72YesYesDSLYesNoYesYesNoNoTwo yearNoBank transfer (automatic)66.854758.8No
7969-FFOWGMale0YesYes65YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.91292.6No
4718-DHSMVFemale0NoNo11NoNo phone serviceDSLNoNoNoNoYesNoMonth-to-monthYesMailed check35.8363.15No
5175-WLYXLMale0NoNo22YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesMailed check78.851600.25No
7817-OMJNAMale0NoNo14YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)20.4275.7No
8728-SKJLRMale0NoNo41YesNoFiber opticNoNoNoYesNoNoMonth-to-monthYesElectronic check74.253089.1No
3137-NYQQIMale0YesNo17YesNoDSLYesYesNoNoNoYesOne yearNoMailed check64.81175.6No
7706-DZNKKMale0NoNo11YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)20.45237.3No
0236-HFWSVMale0NoNo15YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check93.351444.65Yes
3900-AQPHZFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.919.9Yes
5842-POCOPFemale0YesNo5YesNoFiber opticYesNoYesNoNoYesMonth-to-monthYesMailed check88.9454.15Yes
2037-XJFUPMale0YesNo33YesNoFiber opticNoNoYesNoYesYesOne yearYesElectronic check95.83036.75Yes
8823-RLPWLFemale0YesNo72YesYesFiber opticYesYesYesNoYesYesTwo yearYesCredit card (automatic)110.658065.65No
9505-SQFSWFemale0YesYes3NoNo phone serviceDSLNoYesNoNoNoYesMonth-to-monthNoMailed check40.392.5No
7314-OXENNMale0NoNo2YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check82184.65Yes
3758-CKOQLFemale0YesNo59YesYesFiber opticYesYesYesYesNoYesOne yearYesCredit card (automatic)1076152.3No
0322-CHQRUMale0NoNo2YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check45.3589.5Yes
5676-CFLYYMale0YesYes71YesNoDSLNoYesNoYesYesYesTwo yearYesCredit card (automatic)73.355154.5No
7521-AFHABFemale0YesYes5YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check44.8220.45No
0285-INHLNMale0YesYes27YesNoDSLYesYesNoNoNoNoMonth-to-monthYesCredit card (automatic)54.751510.3No
4678-DVQEOFemale0NoNo1YesNoDSLNoNoNoYesNoNoMonth-to-monthYesElectronic check52.252.2Yes
5125-CNDSPMale0NoYes63NoNo phone serviceDSLYesYesNoYesNoNoOne yearYesBank transfer (automatic)40.62588.95No
0691-IFBQWFemale1NoNo46YesYesFiber opticYesYesYesNoYesYesOne yearYesElectronic check1104874.8Yes
4992-LTJNEMale0YesYes72YesYesDSLYesNoNoNoNoNoTwo yearNoBank transfer (automatic)55.33983.6No
2202-OUTMOFemale0YesNo34YesYesDSLYesNoNoYesNoNoMonth-to-monthYesBank transfer (automatic)60.852003.6No
0810-BDHAWFemale0YesYes24YesYesDSLYesYesNoNoYesYesOne yearNoElectronic check78.41832.4No
0229-LFJAFMale0NoNo72YesYesDSLYesYesYesYesNoNoTwo yearNoBank transfer (automatic)69.654908.25No
7131-ZQZNKFemale0YesYes60NoNo phone serviceDSLYesNoYesYesYesYesTwo yearNoCredit card (automatic)59.853590.2No
3442-ZHHCCMale0NoNo68YesYesDSLYesYesYesNoNoYesOne yearYesCredit card (automatic)76.95023No
5726-CVNYAFemale0YesYes8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check19.85146.6No
9871-ELEYAFemale0NoYes34YesNoDSLYesNoYesYesYesNoTwo yearNoCredit card (automatic)67.652339.3No
4257-GAESDFemale0NoNo6NoNo phone serviceDSLNoNoNoNoYesYesMonth-to-monthNoCredit card (automatic)45298.7No
5173-WXOQVMale0YesNo2YesNoDSLNoYesNoYesNoYesMonth-to-monthYesMailed check64.2143.65No
2040-OBMLJMale0NoNo31YesYesFiber opticNoNoNoYesNoNoOne yearNoCredit card (automatic)81.72548.65No
6286-ZHAOKFemale0YesYes20YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesBank transfer (automatic)25.55507.4No
3807-XHCJHFemale0YesYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check2020No
3009-JWMPUMale0NoNo62YesYesFiber opticNoNoYesNoYesYesOne yearYesElectronic check96.756125.4Yes
5671-RQRLPFemale1YesNo70YesYesFiber opticNoNoNoNoNoNoTwo yearYesCredit card (automatic)75.655411.4No
1450-GALXRFemale0NoNo10YesYesFiber opticNoNoNoYesYesYesMonth-to-monthYesElectronic check98.51058.25Yes
8859-AXJZPMale0YesYes39YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check23.8903.8No
3174-AKMASFemale0YesNo46YesNoDSLNoYesNoYesYesNoTwo yearYesCredit card (automatic)64.23009.5No
3138-BKYAVMale0NoNo6YesNoFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check85.35489.45Yes
9926-PJHDQFemale0YesYes72YesYesDSLNoNoYesNoYesYesTwo yearYesBank transfer (automatic)76.85468.45No
7382-DFJTUMale0NoNo18YesNoDSLNoNoYesYesNoNoMonth-to-monthNoCredit card (automatic)55.21058.1No
2798-NYLMZMale0YesNo71YesYesFiber opticYesNoYesYesYesYesTwo yearYesCredit card (automatic)108.557616No
4289-DTDKWMale0YesNo40YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check101.34113.1Yes
1820-TQVEVMale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.5569.55Yes
2239-JALAWMale0NoNo58YesYesFiber opticNoYesYesNoYesYesOne yearYesBank transfer (automatic)103.256017.65Yes
4853-RULSVMale0NoNo70YesYesFiber opticYesNoNoYesYesYesTwo yearYesCredit card (automatic)1047250.15Yes
8098-TDCBUFemale0YesNo42YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoElectronic check25.251108.2No
3551-GAEGLMale0YesYes34NoNo phone serviceDSLYesNoNoNoNoNoOne yearNoBank transfer (automatic)30.4938.65No
4785-NKHCXMale1NoNo5YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)20.0594.15No
3196-NVXLZFemale0NoNo25YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesMailed check84.62088.05No
6275-YDUVOFemale0NoNo2YesNoFiber opticNoNoYesNoNoYesMonth-to-monthYesMailed check86.2178.7Yes
0036-IHMOTFemale0YesYes55YesNoFiber opticNoYesYesYesYesYesOne yearYesBank transfer (automatic)103.75656.75No
0115-TFERTMale0YesNo21YesYesFiber opticNoYesYesYesYesYesMonth-to-monthYesElectronic check111.22317.1Yes
4178-EGMONMale0YesNo70YesYesFiber opticYesYesNoYesNoNoTwo yearYesCredit card (automatic)885986.45No
4220-TINQTFemale0YesNo61YesYesFiber opticNoNoYesYesYesYesMonth-to-monthYesElectronic check106.356751.35No
5318-YKDPVMale0YesYes43YesNoDSLYesNoYesYesYesYesTwo yearYesCredit card (automatic)79.153566.6No
7975-TZMLRMale0NoNo47YesYesFiber opticNoYesYesNoYesYesOne yearYesElectronic check103.14889.3No
0295-QVKPBMale0NoNo5YesNoDSLNoNoYesYesYesNoMonth-to-monthYesCredit card (automatic)63.95318.1No
4335-BSMJSFemale0NoNo62YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)25.81563.95No
2311-QYMUQFemale0YesYes16YesNoFiber opticNoYesYesNoYesNoMonth-to-monthYesCredit card (automatic)89.451430.25Yes
3643-AHCFPMale1YesNo7YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesBank transfer (automatic)95.6644.35Yes
9146-JRIOXFemale0YesYes14YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check25.55372.45No
3104-OWCGKMale0YesYes60YesNoFiber opticNoYesYesNoYesNoOne yearNoElectronic check90.955453.4Yes
5337-IIWKZMale0YesYes34NoNo phone serviceDSLNoNoYesYesYesNoMonth-to-monthYesElectronic check44.851442.6No
9101-BWFSSFemale0YesNo50YesYesFiber opticYesYesNoYesYesYesOne yearNoElectronic check108.555610.7Yes
9650-VBUOGMale0YesYes38YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.05963.95No
3487-EARATFemale0YesYes70YesNoDSLYesYesYesYesNoYesOne yearNoCredit card (automatic)74.15222.3No
2672-TGEFFFemale0YesYes37YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check88.83340.55No
9231-ZJYAMFemale1NoNo4YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check78.85292.8Yes
4250-WAROZMale1YesYes60YesYesFiber opticYesYesNoNoNoYesMonth-to-monthYesElectronic check93.255774.55No
8184-WMOFIMale0YesYes62YesNoDSLYesNoYesYesNoYesOne yearNoCredit card (automatic)71.44487.3No
6982-SSHFKMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check44.444.4Yes
6092-QZVPPMale0NoNo36YesNoDSLYesNoYesYesYesYesMonth-to-monthYesCredit card (automatic)79.22854.95No
4625-LAMOBMale0NoNo44YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.4905.55No
0727-BMPLRFemale1NoNo55YesYesFiber opticNoNoYesNoYesYesOne yearYesElectronic check1005509.3Yes
0392-BZIUWFemale0YesNo72YesYesFiber opticYesNoYesNoYesYesTwo yearYesCredit card (automatic)1057589.8No
1038-ZAGBIFemale0YesYes12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)19.8229.6Yes
6549-NNDYTFemale0NoNo13NoNo phone serviceDSLYesNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)30.85394.1No
3027-ZTDHOMale0NoNo1YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check89.989.9Yes
0422-OHQHQFemale0YesYes15YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.55295.95No
6916-HIJSEFemale0NoNo65YesNoDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)84.855459.2No
2316-ESMLSFemale0YesYes12NoNo phone serviceDSLYesNoNoYesNoNoOne yearNoCredit card (automatic)33.15444.75No
9778-OGKQZMale0YesNo72YesYesDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)926782.15No
7408-OFWXJFemale0YesYes72YesYesDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)89.86510.45No
6007-TCTSTFemale0YesYes72YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)115.88476.5No
2252-NKNSIMale0NoYes52YesYesDSLYesYesNoYesYesYesTwo yearYesMailed check85.154461.85No
8713-IGZSOMale0NoNo2YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check24.8562No
7905-TVXTAFemale0NoNo5YesNoDSLYesNoNoYesYesNoMonth-to-monthYesElectronic check64.35352.65No
7695-PKLCZFemale0NoNo68YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.51424.9No
2382-BCKQJFemale0NoYes62YesYesFiber opticNoNoYesNoYesYesOne yearYesElectronic check100.156413.65Yes
8374-UULRVMale0NoNo72YesYesDSLYesYesNoYesYesYesTwo yearNoCredit card (automatic)86.056309.65No
2207-NHRJKMale0NoNo1YesNoDSLNoYesNoNoNoNoMonth-to-monthNoElectronic check50.850.8Yes
3224-DFQNQFemale0YesNo66YesYesFiber opticYesYesNoYesNoNoOne yearNoElectronic check895898.6No
5275-PMFUTMale0YesYes72NoNo phone serviceDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)64.84719.75No
4795-UXVCJMale0NoNo26YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19.8457.3No
9777-IQHWPMale0YesYes64YesYesFiber opticYesNoYesNoNoYesTwo yearNoBank transfer (automatic)93.45822.3No
0947-MUGVOMale1YesNo20YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check73.651463.5Yes
9944-HKVVBFemale0NoNo3YesNoFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check95.1307.4Yes
4124-MMETBMale0NoNo22YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesCredit card (automatic)94.652104.55Yes
3671-SHRSPMale0YesNo4YesNoFiber opticNoNoYesYesNoNoMonth-to-monthYesMailed check80.6319.15Yes
0979-MOZQIMale0YesNo62NoNo phone serviceDSLNoNoNoYesYesNoTwo yearYesBank transfer (automatic)392337.45No
2732-ISEZXFemale0NoNo5YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.5104.3No
3313-QKNKBMale0YesNo59YesYesFiber opticNoNoNoNoNoYesOne yearNoElectronic check85.555084.65Yes
0323-XWWTNMale0NoYes3YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check26.4121.25No
1937-OTUKYFemale0YesNo72YesYesFiber opticYesNoYesYesYesNoTwo yearYesBank transfer (automatic)98.27015.9No
1573-LGXBAMale0YesYes57YesNoFiber opticNoYesYesNoYesYesOne yearYesCredit card (automatic)97.555598No
1764-VUUMTMale0NoYes66YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.951269.1No
5073-WXOYNFemale0NoNo60NoNo phone serviceDSLNoYesNoNoYesYesMonth-to-monthYesElectronic check50.83027.4Yes
4713-ZBURTMale0NoYes45YesYesFiber opticNoNoYesNoYesYesTwo yearNoBank transfer (automatic)99.74634.35No
3050-GBUSHFemale0NoNo3NoNo phone serviceDSLNoNoNoNoYesNoMonth-to-monthYesCredit card (automatic)34.8113.95No
0207-MDKNVFemale0NoNo15YesNoFiber opticYesNoYesYesYesYesMonth-to-monthNoElectronic check105.11582.75Yes
7876-AEHIGFemale0NoYes51NoNo phone serviceDSLYesNoYesYesYesYesOne yearNoBank transfer (automatic)60.153077No
7945-HLKEAFemale0NoNo60YesYesDSLYesNoYesYesNoNoOne yearNoElectronic check64.754039.5No
9342-VNIMQMale0NoNo33YesYesDSLNoYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)54.651665.2No
9851-KIELUMale0NoNo10YesNoFiber opticYesYesYesYesYesYesMonth-to-monthYesElectronic check110.11043.3Yes
3523-BRGUWMale1NoNo26YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19.3504.2No
3908-BLSYFFemale0NoNo6YesNoFiber opticNoNoYesNoNoYesMonth-to-monthNoElectronic check83.9497.55Yes
3199-NPKCNFemale0YesNo67YesYesFiber opticYesNoYesYesYesYesOne yearYesElectronic check111.257511.65No
5170-PTRKAFemale0YesYes49NoNo phone serviceDSLYesNoNoYesNoNoOne yearYesCredit card (automatic)35.81782No
4661-NJEUXMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.0520.05No
2123-AGEENFemale1NoNo7YesNoFiber opticNoNoYesNoYesNoMonth-to-monthYesElectronic check84.35609.65No
1258-YMZNMFemale1NoNo27YesYesFiber opticYesYesYesNoYesYesOne yearYesBank transfer (automatic)110.52857.6No
0048-LUMLSMale0YesYes37YesNoFiber opticNoNoNoNoYesYesOne yearNoCredit card (automatic)91.23247.55No
7549-MYGPKFemale0YesYes63YesYesFiber opticYesYesYesNoYesNoMonth-to-monthYesElectronic check100.556215.35Yes
5898-IGSLPMale0YesYes31YesYesFiber opticYesNoYesYesNoNoMonth-to-monthNoElectronic check89.32823No
3804-RVTGVMale0YesYes50YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesBank transfer (automatic)103.855017.9Yes
6259-WJQLCMale1NoNo32YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesCredit card (automatic)81.12619.25No
9227-LUNBGFemale0NoNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check24.624.6Yes
7997-EASSDFemale0YesNo63YesYesFiber opticNoNoNoYesNoNoOne yearYesCredit card (automatic)81.24965.1No
0730-KOAVEMale0NoNo30YesYesFiber opticYesYesNoNoNoYesMonth-to-monthYesCredit card (automatic)94.32679.7No
8975-SKGRXMale0YesNo71YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)116.18310.55No
0678-RLHVPFemale0NoNo53YesYesFiber opticNoYesYesNoYesYesTwo yearNoElectronic check105.555682.25No
4315-MURBDFemale0NoNo12YesNoFiber opticYesNoNoYesYesYesMonth-to-monthYesBank transfer (automatic)98.91120.95Yes
2267-FPIMAMale0YesNo50YesYesFiber opticYesYesNoNoNoYesMonth-to-monthYesCredit card (automatic)94.44914.9No
1051-GEJLJFemale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.527.55No
9734-YWGEXFemale0NoNo9YesYesFiber opticNoNoYesNoYesYesMonth-to-monthNoCredit card (automatic)98.3923.5Yes
2719-BDAQOMale0NoNo17YesNoFiber opticYesNoNoNoYesYesMonth-to-monthNoElectronic check93.851625.65Yes
5285-MVEHDFemale0YesNo56YesNoFiber opticYesYesYesNoYesYesOne yearYesCredit card (automatic)105.66068.65No
0379-DJQHRMale0YesYes67YesNoDSLYesYesYesNoYesYesTwo yearNoCredit card (automatic)81.355398.6No
0781-LKXBRMale1NoNo9YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check100.5918.6Yes
5543-QDCRYMale0NoNo4YesNoDSLNoNoNoNoYesNoMonth-to-monthYesElectronic check56.4234.85No
0297-RBCSGMale0NoNo19YesNoDSLNoYesNoYesNoYesOne yearYesBank transfer (automatic)65.351231.85No
4694-PHWFWFemale0NoYes8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.95170.9No
0835-JKADZFemale0NoNo71YesYesFiber opticNoYesYesYesYesYesTwo yearYesElectronic check111.257984.15No
1907-UBQFCMale1NoNo10YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check72.85688.65Yes
7508-SMHXLFemale1NoNo15YesYesFiber opticNoYesNoNoYesNoMonth-to-monthNoCredit card (automatic)891288.3No
3865-YIOTTMale0YesYes72YesYesFiber opticYesNoYesNoYesYesOne yearYesBank transfer (automatic)106.17848.5No
5993-BQHEAMale0NoNo12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)20.05267No
6024-RUGGHMale0YesYes72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)25.21798.9No
6513-EECDBMale1YesNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check73.5573.55Yes
3956-CJUSTFemale1NoNo23YesNoFiber opticYesNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)75.41643.55No
4079-WWQQQMale0NoNo72NoNo phone serviceDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)65.554807.45No
6103-BOCOUFemale0NoNo26YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesElectronic check80.72193No
5149-TGWDZFemale0NoNo21YesNoFiber opticNoYesYesYesYesYesOne yearYesMailed check104.552239.4No
7471-WNSUFMale0YesNo60YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)24.151505.9No
8942-DBMHZMale0NoNo12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.45255.35No
4301-VVZKAMale0YesNo16YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check75.41189.4No
9199-PWQVCFemale0YesNo63YesYesDSLYesYesNoNoYesYesOne yearYesCredit card (automatic)79.74786.15No
4824-GUCBYFemale1NoNo22YesNoFiber opticYesYesNoNoNoNoMonth-to-monthNoElectronic check81.71820.9No
5393-HJZSMFemale0YesYes32YesNoDSLYesYesYesYesNoYesMonth-to-monthNoBank transfer (automatic)76.32404.15No
7074-IEVOJFemale1NoNo3YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check79.4205.05Yes
9625-QSTYEFemale0NoNo13YesNoFiber opticNoYesYesNoNoNoMonth-to-monthYesElectronic check81.15952.3Yes
0862-PRCBSFemale0YesYes68YesYesFiber opticNoYesNoYesYesYesTwo yearYesCredit card (automatic)103.757039.45No
8812-ZRHFPFemale0YesYes30YesNoFiber opticNoNoYesNoNoYesOne yearNoElectronic check86.452538.05No
5146-CBVOEFemale0NoNo16YesNoFiber opticNoYesNoNoNoNoMonth-to-monthNoBank transfer (automatic)75.11212.85No
0454-OKRCTMale0NoNo33YesNoFiber opticNoYesNoYesNoNoTwo yearNoBank transfer (automatic)80.62651.1No
5787-KXGIYMale0YesNo72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.31304.8No
4750-ZRXIUFemale1NoNo4YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check84.6360.1Yes
4198-VFOEAFemale0NoNo12NoNo phone serviceDSLYesNoNoYesNoNoOne yearYesMailed check33.6435.45No
6630-UJZMYFemale1YesNo4YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check83.25308.05No
5709-LVOEQFemale0YesYes0YesNoDSLYesYesYesNoYesYesTwo yearNoMailed check80.85 No
6400-BWQKWFemale0NoNo6YesYesFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check79.05434.5Yes
2692-AQCPFFemale0YesNo65YesYesFiber opticNoYesYesYesYesYesOne yearYesCredit card (automatic)108.057118.9No
0347-UBKUZFemale0NoNo15YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.9320.45No
0835-DUUIQFemale0NoYes24YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)21.05531.55No
0811-GSDTPFemale0NoYes13NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthNoElectronic check30.15382.2No
7567-ECMCMMale0NoNo24YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesCredit card (automatic)79.852001No
6115-ZTBFQFemale0YesNo72NoNo phone serviceDSLYesYesYesYesYesYesTwo yearNoBank transfer (automatic)65.54919.7No
6353-BRMMAFemale0YesYes54YesYesFiber opticYesYesNoNoYesYesMonth-to-monthYesBank transfer (automatic)104.15645.8No
6680-WKXRZFemale0NoNo3YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)74.4215.8Yes
6231-WFGFHMale0YesYes4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.577.6No
9904-EHEVJFemale1YesYes32YesYesFiber opticNoNoYesNoYesNoMonth-to-monthYesMailed check91.352896.55No
7028-DVOIQMale1NoNo35YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check99.053395.8Yes
6169-PPETCMale0YesYes35YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.5759.35No
4208-UFFGWMale1NoNo2YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check44.9585.15Yes
8584-KMVXDFemale0NoNo8YesNoFiber opticNoYesNoNoNoNoMonth-to-monthNoElectronic check75.6535.55No
8467-WYNSRMale0NoNo22YesNoDSLYesNoNoYesNoNoMonth-to-monthNoMailed check55.11253.15No
0851-DFJKBFemale0NoNo15YesNoDSLYesNoYesYesNoNoMonth-to-monthNoElectronic check58.95955.15No
5382-SOYZLMale0NoNo22YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check95.12162.6No
9448-REEVDMale0YesNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoCredit card (automatic)44.744.7Yes
3261-CQXOLFemale0YesYes71YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)25.451813.35No
8388-FYNPZMale0NoNo4YesNoDSLYesNoYesNoNoNoMonth-to-monthNoElectronic check56.75245.15No
4002-BQWPQMale0NoNo25YesYesDSLYesYesYesYesNoYesMonth-to-monthNoBank transfer (automatic)81.752028.8No
5651-YLPRDFemale0YesYes32YesNoFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check86.12723.75No
2826-DXLQOMale1YesNo7NoNo phone serviceDSLYesNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)29.8220.45No
4378-BZYFPMale0NoNo17YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check20.5365.8No
9489-UTFKAMale1YesNo8YesNoDSLYesNoNoNoYesNoMonth-to-monthNoBank transfer (automatic)60.9551.95No
4849-PYRLQFemale1NoNo56YesYesDSLYesNoYesYesNoYesTwo yearNoBank transfer (automatic)73.254054.2No
9117-SHLZXMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check45.745.7Yes
9889-TMAHGMale1NoNo8YesNoFiber opticYesNoNoYesYesYesMonth-to-monthNoCredit card (automatic)100.3832.35Yes
4541-RMRLGMale0NoNo7YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check19.25112.3Yes
7764-BDPEEMale0NoYes3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.8560.65No
3429-IFLEMFemale0NoNo71YesNoDSLYesYesYesYesYesNoTwo yearNoCredit card (automatic)77.355550.1No
3158-MOERKFemale0NoNo2YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check96174.8Yes
7294-TMAOPFemale0NoNo1YesNoFiber opticNoNoNoNoYesYesMonth-to-monthNoElectronic check90.5590.55Yes
5002-GCQFHMale0YesNo49YesYesFiber opticYesYesNoNoYesNoMonth-to-monthYesBank transfer (automatic)93.854733.1No
0556-FJEGUMale0NoNo58YesNoDSLNoYesYesYesYesNoTwo yearNoBank transfer (automatic)70.14048.95No
8919-FYFQZMale1YesNo44NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthYesElectronic check30.351359.7Yes
0604-THJFPFemale0YesYes59YesNoDSLNoYesNoYesYesYesTwo yearYesCredit card (automatic)75.954542.35No
2834-JRTUAMale0NoNo71YesYesFiber opticYesNoYesYesYesYesTwo yearYesElectronic check108.057532.15Yes
5875-YPQFJMale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.969.9Yes
5879-SESNBFemale0NoNo11YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check75.25888.65No
6646-QVXLRMale1YesNo62YesYesFiber opticNoYesYesNoYesYesOne yearYesElectronic check103.756383.35Yes
6461-PPAXNFemale0YesYes35YesNoDSLYesNoNoYesNoNoOne yearYesBank transfer (automatic)54.951916No
3318-ISQFQFemale0NoNo20YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesBank transfer (automatic)19.5413No
1106-HRLKZMale0YesYes40YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.6808.95No
2483-XSSMZFemale0NoNo39YesNoDSLYesNoNoNoNoNoOne yearYesElectronic check47.851886.4No
8603-IJWDNMale0NoNo1YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check86.686.6Yes
8165-ZJRNMFemale0YesYes72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)23.751679.25No
9369-XFEHKFemale1YesNo33YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)80.62656.5Yes
2604-XVDAMFemale0NoNo12YesNoDSLNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)43.8540.95No
3717-OFRTNMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)19.7519.75No
9046-JBFWAMale0NoYes27YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.15537.35No
3280-NMUVXMale0YesYes34YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19.6678.8No
1206-EHBDDFemale0YesNo56YesNoFiber opticYesNoYesNoNoNoTwo yearNoBank transfer (automatic)80.34513.65No
8361-LBRDIFemale0NoNo58YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)24.351423.85No
4883-KCPZJFemale0YesYes22YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.25555.4No
9108-EQPNQFemale0YesYes10YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)26.1225.55No
7277-KAMWTMale0NoNo13YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20268.45No
3842-IYKUEFemale0NoNo35YesYesFiber opticNoYesNoYesNoNoMonth-to-monthNoCredit card (automatic)85.32917.5Yes
6641-XRPSUFemale0NoNo34YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)702416.1Yes
1374-DMZUIFemale1NoNo4YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check94.3424.45Yes
2545-LXYVJMale0YesNo72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.71492.1No
3234-VKACUMale0NoNo2YesNoDSLNoNoNoYesYesYesMonth-to-monthNoElectronic check70.3132.4No
8357-EQXFOFemale0NoNo7YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check95.35660.9Yes
1989-PRJHPMale1YesNo27YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check75.51893.95Yes
8120-JDCAMMale0YesYes4YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check69.55284.9No
8917-FAEMRFemale0NoNo37YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.85784.25No
7047-YXDMZMale0NoNo21YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20417.7No
2858-EIMXHFemale1YesNo53YesYesFiber opticNoNoNoNoYesYesOne yearYesCredit card (automatic)95.855016.25No
9524-EGPJCFemale0NoNo18YesYesFiber opticNoNoNoYesNoYesMonth-to-monthYesElectronic check90.11612.75Yes
6993-OHLXRFemale0NoNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check68.95119.75Yes
8818-XYFCQMale0YesYes32YesYesFiber opticYesNoNoNoYesYesMonth-to-monthYesCredit card (automatic)99.553204.65Yes
6419-ZTTLEMale1YesNo23YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesElectronic check20.75485.2No
0929-HYQEWMale0NoNo3YesNoDSLYesNoNoNoNoNoMonth-to-monthYesMailed check50.15160.85No
6614-YOLACFemale0YesYes71NoNo phone serviceDSLYesYesNoYesYesYesTwo yearNoMailed check58.654145.25No
7426-RHZGUMale0NoNo9YesNoFiber opticNoNoNoYesYesYesMonth-to-monthYesBank transfer (automatic)95.9827.45No
4065-JJAVAFemale0NoNo1YesNoDSLNoYesNoNoNoNoMonth-to-monthNoElectronic check49.549.5No
4695-VADHFMale0YesYes18YesNoDSLNoNoYesNoNoYesMonth-to-monthNoElectronic check57.45990.85Yes
3863-IUBJRMale0YesYes12YesNoDSLNoNoNoNoNoYesOne yearNoCredit card (automatic)53.65696.35Yes
7649-SIJJFMale0YesNo71YesYesDSLYesYesYesYesNoYesTwo yearYesMailed check80.15585.4No
9361-YNQWJFemale0NoNo64YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)24.41601.2No
3748-FVMZZMale0NoNo4NoNo phone serviceDSLNoNoNoYesNoYesMonth-to-monthYesElectronic check40.05162.45No
9391-TTOYHFemale0NoNo23YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.5470.2No
1452-XRSJVFemale0YesYes39YesNoDSLYesNoNoNoNoNoMonth-to-monthNoCredit card (automatic)51.052066No
3422-WJOYDMale0YesNo28YesNoDSLYesNoNoYesNoNoOne yearNoMailed check54.351426.45No
8242-SOQUOFemale1NoNo5YesNoFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check84.7392.5No
7460-ITWWPFemale1YesNo45YesNoFiber opticNoNoYesNoNoYesMonth-to-monthYesElectronic check86.13861.45No
7147-AYBAAMale0NoNo37YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check70.352552.9No
7868-TMWMZFemale1YesNo60YesNoFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)1106668.35No
4822-RVYBBMale1NoNo8YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check100.6819.4Yes
6732-FZUGPFemale0NoNo47YesYesFiber opticYesNoYesNoYesNoOne yearNoCredit card (automatic)94.94615.25No
8436-BJUMMMale0YesYes26YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check83.752070.6Yes
4184-TJFANFemale1YesYes3YesNoFiber opticYesNoNoYesYesNoMonth-to-monthYesMailed check88.3273.75Yes
8329-GWVPJFemale0YesYes50YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)69.753557.7No
1352-VHKAJMale0YesYes27YesYesDSLNoNoNoYesYesYesMonth-to-monthNoBank transfer (automatic)71.61957.1No
4145-UQXUQFemale1NoNo8YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check92.1729.95Yes
2632-TACXWFemale0YesNo62YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)23.651416.75No
8146-QQKZHFemale0YesNo71YesNoDSLYesNoYesYesYesYesTwo yearNoBank transfer (automatic)81.855924.4No
1767-CJKBAMale0NoNo66YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.11697.7No
6445-TNRXSMale0YesYes68YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)114.77849.85No
4581-LNWUMFemale0NoNo13NoNo phone serviceDSLNoNoYesNoYesYesMonth-to-monthNoElectronic check49.15649.4No
4869-EPIUSMale0YesNo56YesNoFiber opticNoNoNoNoNoYesOne yearYesElectronic check80.94557.5No
9948-YPTDGMale0YesNo38YesNoFiber opticYesYesNoNoNoNoMonth-to-monthYesElectronic check79.453013.05Yes
1236-WFCDVMale1NoNo14YesNoFiber opticNoNoNoNoYesYesMonth-to-monthNoCredit card (automatic)90.451266.1Yes
1915-OAKWDFemale0NoYes16YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)19.3360.35No
7296-PIXQYFemale0YesYes14YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check70.21046.5No
4883-QICIHMale0YesYes32YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)69.752347.9Yes
3354-OADJPFemale0NoNo8YesNoDSLYesNoNoYesNoNoOne yearNoBank transfer (automatic)54.25447.75No
3524-WQDSGFemale0YesYes43YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesBank transfer (automatic)99.34209.95No
0810-DHDBDFemale0NoNo52YesYesDSLYesNoYesYesYesNoOne yearNoCredit card (automatic)743877.65No
4026-SKKHWMale0NoNo3YesNoDSLNoNoNoYesNoNoMonth-to-monthYesMailed check50.25152.3No
2829-HYVZPMale0NoNo29YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check19.8572.2No
8329-IBCTIFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.6519.65Yes
1271-SJBGZMale1NoNo12NoNo phone serviceDSLNoNoYesYesNoYesMonth-to-monthYesElectronic check43.65526.95Yes
3845-JHAMYFemale0YesYes16NoNo phone serviceDSLNoNoNoNoNoYesMonth-to-monthYesCredit card (automatic)35.5552.7No
7013-PSXHKFemale0NoNo40YesYesDSLNoNoYesYesYesYesOne yearYesMailed check80.753208.65No
5669-SRAIPFemale0NoNo5NoNo phone serviceDSLNoNoYesNoNoYesMonth-to-monthNoElectronic check39.5210.75Yes
5981-ITEMUMale0YesNo40YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesBank transfer (automatic)97.13706.95Yes
3486-NPGSTFemale0NoNo36YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.55620.75No
6941-PMGEPFemale0NoNo5YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check80412.5Yes
1624-WOIWJFemale0NoNo10YesNoFiber opticYesNoNoNoYesNoMonth-to-monthYesMailed check84.7832.05Yes
2074-GKOWZMale0YesYes2YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesBank transfer (automatic)89.55185.55Yes
0376-YMCJCMale0NoNo23YesYesFiber opticNoNoNoYesYesNoMonth-to-monthYesElectronic check90.61943.2Yes
6100-FJZDGMale0YesYes26YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)20.05505.9No
4829-ZLJTKFemale1YesNo72YesYesFiber opticYesYesYesNoYesYesTwo yearYesElectronic check112.48046.85No
1730-VFMWOFemale0YesNo34YesNoDSLNoNoNoYesNoNoMonth-to-monthNoBank transfer (automatic)50.21815.3No
7143-BQIBAMale0NoNo10YesNoDSLYesNoNoYesYesNoMonth-to-monthNoBank transfer (automatic)62.25612.95No
3800-LYTRKFemale0NoNo14YesNoDSLYesNoNoYesNoNoOne yearNoMailed check55.7795.15No
0634-SZPQAFemale0NoNo23YesYesFiber opticYesNoNoNoYesNoMonth-to-monthYesBank transfer (automatic)90.052169.8Yes
9646-NMHXEMale0YesNo47YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.65973.1No
7030-NJVDPMale0YesNo24YesNoFiber opticYesNoNoYesNoYesMonth-to-monthYesElectronic check89.252210.2No
5536-RTPWKMale0YesNo49YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesBank transfer (automatic)99.054853.75Yes
8883-GRDWQMale1NoNo20YesNoDSLYesNoNoYesNoNoOne yearNoMailed check541055.9No
6166-ILMNYFemale0NoNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)69.75144.55Yes
3097-NNSPBFemale0NoNo2YesNoDSLNoYesNoNoNoNoMonth-to-monthYesCredit card (automatic)49.0591.1Yes
7771-ZONATMale0NoNo22NoNo phone serviceDSLNoNoYesYesYesYesTwo yearNoBank transfer (automatic)56.751304.85No
0655-RBDUGMale0NoNo7YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesBank transfer (automatic)98.05713Yes
2111-DWYHNMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check21.121.1No
4194-WHFCBFemale0YesYes59YesYesFiber opticNoYesNoYesNoYesMonth-to-monthYesBank transfer (automatic)96.655580.8No
4121-AGSINFemale0YesYes58YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesCredit card (automatic)24.51497.9No
4361-BKAXEFemale0NoNo41YesYesFiber opticYesYesYesYesYesYesMonth-to-monthYesBank transfer (automatic)114.54527.45Yes
9845-PEEKOFemale1NoNo59YesYesFiber opticNoYesNoNoNoNoTwo yearYesCredit card (automatic)79.24590.35No
0455-XFASSFemale0YesYes3YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.55200.2No
0301-KOBTQMale0NoNo32YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)20.05614.45No
1751-NCDLIMale1YesNo46YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check98.854564.9No
4367-NUYAOMale0YesYes0YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.75 No
9878-TNQGWMale0NoNo2YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check80.95171.15Yes
9170-ARBTBFemale0YesYes52YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19.61012.4No
4441-NIHPTFemale1NoNo13YesNoFiber opticNoNoYesNoNoNoMonth-to-monthYesElectronic check74.3940.35Yes
8999-BOHSEFemale1NoNo11YesNoFiber opticNoNoNoNoYesYesMonth-to-monthNoBank transfer (automatic)89.71047.7Yes
7241-AJHFSMale0NoNo32YesYesFiber opticYesNoNoYesNoNoMonth-to-monthNoBank transfer (automatic)87.652766.4No
7029-RPUAVMale1YesNo17YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesCredit card (automatic)100.451622.45Yes
4546-FOKWRFemale0NoNo16YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)74.751129.35No
9036-CSKBWFemale0NoNo51YesYesFiber opticYesYesYesNoYesYesOne yearNoBank transfer (automatic)107.455680.9No
5832-TRLPBMale0NoNo29YesNoDSLNoNoYesYesYesYesOne yearYesBank transfer (automatic)75.352243.9No
8590-YFFQOMale0YesNo70YesNoDSLYesYesYesYesNoNoTwo yearNoCredit card (automatic)64.954523.25No
8659-IOOPUFemale0YesYes71YesYesFiber opticYesNoYesYesNoYesTwo yearNoElectronic check100.457159.7No
1338-CECEEMale0YesYes41YesYesDSLNoYesYesNoYesNoOne yearNoBank transfer (automatic)68.52839.95No
7439-DKZTWMale0NoNo1YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check80.5580.55No
4646-QZXTFFemale0YesNo7YesNoDSLYesNoYesYesYesYesMonth-to-monthNoBank transfer (automatic)81.25580.1No
4607-CHPCAMale0YesYes25YesNoFiber opticNoNoNoNoYesYesOne yearYesElectronic check90.42178.6Yes
9742-XOKTSMale0YesYes67YesYesFiber opticYesYesNoYesNoNoOne yearNoElectronic check89.556038.55No
6921-OZMFHMale0YesYes5YesYesDSLNoNoNoYesNoNoMonth-to-monthYesMailed check55.7259.4No
9578-FOMUKMale0NoYes15YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check24.8324.15No
4712-UYOOIFemale0YesYes20YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check20417.65No
8824-RWFXJMale0YesYes3YesNoDSLNoYesYesNoNoNoMonth-to-monthYesMailed check56.15168.15Yes
7722-CVFXNMale0YesYes54YesYesFiber opticNoYesNoYesYesYesOne yearYesElectronic check105.25637.85No
8717-VCTXJMale0NoNo42YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check19.55839.4No
7363-QTBIWFemale0YesNo9YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check79.75769.1No
4159-NAAIXFemale0NoNo63YesYesFiber opticNoYesNoNoYesYesTwo yearNoBank transfer (automatic)97.456253No
0971-QIFJKFemale0YesNo69YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)24.251641.8No
9397-TZSHAFemale0NoNo69YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)24.61678.05No
3391-JSQEWMale0YesNo40YesNoDSLNoYesNoNoNoNoMonth-to-monthYesMailed check50.152058.5No
0343-QLUZPMale0NoNo60NoNo phone serviceDSLYesYesYesNoNoNoTwo yearNoBank transfer (automatic)39.62424.5No
9763-PDTKKFemale0NoNo4YesNoFiber opticYesNoYesYesNoYesMonth-to-monthYesBank transfer (automatic)94.4387.2Yes
2176-LVPNXFemale1NoNo71YesYesDSLYesYesYesYesYesYesTwo yearNoMailed check89.856293.45No
7627-JKIAZFemale0YesNo37YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesCredit card (automatic)78.952839.65Yes
3312-UUMZWMale0YesNo32YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesCredit card (automatic)98.853145.9No
1271-UODNOMale0NoNo39YesYesDSLNoNoNoYesNoNoTwo yearYesCredit card (automatic)53.852200.7No
8461-EFQYMFemale0NoNo38YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesElectronic check24.25914.4No
6900-RBKERMale0NoNo52YesYesFiber opticNoNoYesNoNoYesTwo yearYesCredit card (automatic)89.454577.75No
6891-JPYFFFemale0YesYes48YesYesFiber opticYesYesNoNoYesYesMonth-to-monthYesCredit card (automatic)105.254997.5No
1459-QNFQTMale0YesYes70NoNo phone serviceDSLYesNoYesYesYesYesTwo yearNoBank transfer (automatic)59.54144.8No
1047-NNCBFMale0NoNo20YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoCredit card (automatic)70.551493.55No
3696-XRIENFemale0NoNo50YesYesDSLYesNoYesYesYesYesOne yearYesCredit card (automatic)82.54179.1No
4081-DYXAVFemale0NoNo19NoNo phone serviceDSLNoNoNoNoYesYesOne yearYesCredit card (automatic)44.85893.55Yes
0074-HDKDGMale0YesYes25YesNoDSLYesYesYesNoNoNoOne yearYesBank transfer (automatic)61.61611No
8791-GFXLZMale0NoNo12YesNoDSLNoYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)49.05593.05No
8111-SLLHIMale1YesNo39YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check105.654284.8Yes
0927-LCSMGMale0NoNo7YesNoFiber opticNoNoYesNoNoNoMonth-to-monthNoMailed check74.65544.55Yes
9330-DHBFLFemale0YesYes23YesNoDSLYesYesYesYesNoNoOne yearYesMailed check66.251533.8No
0098-BOWSOMale0NoNo27YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check19.4529.8No
3452-ABWRLMale1NoNo47YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesCredit card (automatic)86.053865.6No
5859-HZYLFMale0YesYes26YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)19.15515.75No
8257-RZAHRFemale0YesNo14YesYesDSLYesNoNoNoYesNoMonth-to-monthYesBank transfer (automatic)64.7941Yes
5293-WXJAKFemale1YesNo11YesYesFiber opticNoNoYesYesYesYesMonth-to-monthYesBank transfer (automatic)104.051133.65Yes
3156-QLHBOMale0NoYes2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.2548.35No
2208-NQBCTFemale0YesYes26YesNoFiber opticYesYesNoNoNoNoMonth-to-monthNoElectronic check81.952070.05No
1779-PWPMGFemale1YesNo72YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)114.658333.95No
6621-NRZAKFemale0YesYes63YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)201209.25No
0831-JNISGMale0YesYes71YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.81396.25No
0774-IFUVMMale0YesYes11YesYesDSLYesNoNoNoYesNoMonth-to-monthYesBank transfer (automatic)65.15723.35No
3082-WQRVYMale1YesNo14YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.65228.65No
9553-DLCLUFemale0NoYes13YesYesDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)88.951161.75No
1641-BYBTKMale0NoYes6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.298.35No
2460-NGXBJMale1YesYes11YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)75.2775.3No
2446-ZKVAFMale0YesNo18YesYesDSLNoYesNoNoNoNoMonth-to-monthNoCredit card (automatic)56.81074.65No
0841-NULXIMale0NoNo1NoNo phone serviceDSLNoNoNoNoNoYesMonth-to-monthYesElectronic check35.5535.55Yes
3522-CDKHFFemale0YesNo32YesNoFiber opticYesNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)75.52324.7No
1430-SFQSAMale0NoNo29NoNo phone serviceDSLYesNoNoYesNoNoOne yearNoMailed check35.61072.6No
0411-EZJZEFemale0NoNo3YesYesDSLNoNoNoNoYesNoMonth-to-monthYesElectronic check60.25170.5No
7851-WZEKYFemale0NoNo2YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check95.15196.9Yes
8844-TONUDMale0YesYes13YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesMailed check96.651162.85Yes
8807-ARQETFemale0NoNo41NoNo phone serviceDSLNoYesNoNoNoYesMonth-to-monthYesElectronic check40.351677.85No
8992-CEUENFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check18.8518.85No
4320-QMLLAMale0NoNo7YesNoDSLNoNoNoNoYesNoMonth-to-monthNoMailed check54.85370.4No
8777-PVYGUFemale0YesNo52YesNoDSLYesNoYesNoYesNoOne yearYesMailed check64.33410.6No
8292-ITGYJFemale0YesYes45YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)24.651138.8No
6870-ZWMNXMale0YesNo70YesYesDSLNoYesYesYesYesNoTwo yearNoCredit card (automatic)76.15264.25No
0621-CXBKLFemale0NoNo53YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check18.71005.7No
5268-DSMNQFemale1YesNo62YesYesFiber opticNoYesYesNoYesNoOne yearYesCredit card (automatic)97.955936.55No
5334-JLAXUFemale0YesNo60YesYesFiber opticYesYesNoNoNoYesMonth-to-monthYesCredit card (automatic)94.15475.9No
4086-YQSNZFemale1YesNo3YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check80.4224.05Yes
6242-MBHPKFemale1YesNo23YesNoFiber opticYesNoNoNoYesYesMonth-to-monthYesElectronic check95.12326.05No
5868-CZJDRMale0NoYes1NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthYesMailed check31.3531.35Yes
9359-UGBTKFemale0NoNo67YesNoDSLYesNoYesYesNoYesOne yearYesBank transfer (automatic)72.354991.5No
0135-NMXAPFemale0NoNo12YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesBank transfer (automatic)89.751052.4Yes
4782-OSFXZFemale1YesNo71YesYesDSLYesYesYesYesNoYesTwo yearYesBank transfer (automatic)82.75831.2No
6479-OAUSDMale0NoNo25YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19.9510.8No
7129-ACFOGFemale0NoNo5YesYesDSLYesNoNoNoNoNoMonth-to-monthYesElectronic check53.8283.95No
4189-NAKJSMale0NoNo26YesYesDSLNoNoNoNoNoNoOne yearYesCredit card (automatic)51.551295.4No
5562-BETPVMale0YesYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.6519.65No
1282-IHQACMale1NoNo70NoNo phone serviceDSLNoYesYesNoYesNoOne yearYesCredit card (automatic)44.053011.65No
9127-FHJBZMale0YesYes72YesYesFiber opticYesYesYesYesYesYesTwo yearYesElectronic check1148093.15No
6270-OMFIWMale0YesNo60YesNoFiber opticNoYesNoNoYesYesOne yearYesElectronic check94.45610.25Yes
1641-RQDAYFemale1YesYes32YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check100.43217.65No
0107-WESLMMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check19.8519.85Yes
6994-ORCWGFemale0NoNo14YesYesDSLNoYesNoNoNoNoOne yearYesMailed check54.25773.2No
1346-UFHAXFemale0NoNo13YesYesFiber opticYesNoNoNoNoNoMonth-to-monthYesCredit card (automatic)801029.35No
3992-YWPKOFemale0NoNo6YesYesFiber opticNoYesYesYesYesYesMonth-to-monthYesCredit card (automatic)109.9669.45Yes
2933-XEUJMFemale0NoNo46YesYesDSLYesNoYesNoYesYesTwo yearNoMailed check79.23593.8No
0125-LZQXKMale0NoNo15YesNoFiber opticNoNoYesYesYesYesMonth-to-monthYesElectronic check101.351553.95Yes
5461-QKNTNMale1YesNo43YesYesFiber opticNoYesNoYesYesNoMonth-to-monthYesElectronic check94.33953.15No
4835-YSJMRMale0NoNo39YesNoDSLNoNoNoYesNoNoTwo yearYesBank transfer (automatic)49.81971.15No
8399-YNDCHMale1NoNo21YesNoDSLNoNoYesNoYesNoMonth-to-monthYesBank transfer (automatic)60.051236.15Yes
3164-YAXFYMale0NoNo57NoNo phone serviceDSLYesNoYesNoYesYesMonth-to-monthYesElectronic check53.753196No
0887-WBJVHFemale0YesNo53YesNoFiber opticNoNoNoYesYesYesOne yearYesElectronic check93.454872.2No
4660-IRIBMMale0YesYes18YesNoFiber opticYesNoYesNoYesNoMonth-to-monthYesMailed check87.91500.5No
5673-FSSMFFemale0NoNo1YesYesDSLNoNoNoNoNoYesMonth-to-monthYesElectronic check60.1560.15Yes
7670-ZBPOQFemale0YesNo58YesYesDSLYesNoNoYesNoNoOne yearYesBank transfer (automatic)61.053478.75No
8089-UZWLXFemale1NoNo71YesYesFiber opticNoNoYesNoYesYesTwo yearNoBank transfer (automatic)104.057413.55No
0080-OROZOFemale0NoNo35YesNoFiber opticNoNoYesYesYesYesOne yearYesElectronic check99.253532No
3916-NRPAPMale0NoNo3YesNoFiber opticNoNoYesNoNoYesMonth-to-monthNoCredit card (automatic)85.7256.75No
6807-SIWJIMale0NoNo38YesYesFiber opticYesYesNoNoYesYesOne yearYesElectronic check104.853887.25No
8221-HVAYIMale0YesYes35YesYesDSLYesYesYesYesNoNoTwo yearYesCredit card (automatic)69.152490.15No
1579-KLYDTMale0NoNo7YesYesFiber opticNoNoYesNoYesNoMonth-to-monthYesElectronic check90.45593.45Yes
5232-NXPAYFemale0NoNo47YesNoDSLNoNoYesYesYesYesTwo yearNoMailed check74.453510.3No
8967-SZQASFemale0NoNo14YesNoDSLNoYesNoNoNoNoMonth-to-monthNoElectronic check50.45765.45No
4468-KAZHEFemale1YesNo20YesNoDSLNoYesNoNoNoYesMonth-to-monthYesElectronic check601259.35No
0455-ENTCRMale0YesNo66YesYesDSLYesYesNoYesYesYesTwo yearNoElectronic check85.255538.35No
8944-AILEFMale0YesNo15YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)19.45340.85No
5542-NKVRUFemale0NoNo42YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)20.75844.45No
7126-RBHSDFemale0YesNo17YesYesFiber opticYesNoNoNoNoNoMonth-to-monthNoElectronic check78.91348.95No
5370-IIVVLMale0NoNo37YesYesFiber opticNoYesNoYesYesYesOne yearYesCredit card (automatic)104.53778No
6789-HJBWGFemale0NoNo12YesNoDSLNoYesNoNoNoNoMonth-to-monthYesElectronic check49.4611.65No
3927-NLNRYMale0YesNo53YesNoFiber opticNoYesNoNoYesYesOne yearYesBank transfer (automatic)94.254867.95Yes
9087-EYCPRFemale0NoNo60YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check251505.05No
6791-YBNAKMale0YesYes18NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoCredit card (automatic)25.55467.85No
6358-LYNGMMale0NoNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.974.9Yes
6077-BDPXAFemale0NoNo3YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.15194.2No
0013-MHZWFFemale0NoYes9YesNoDSLNoNoNoYesYesYesMonth-to-monthYesCredit card (automatic)69.4571.45No
5494-HECPRFemale0NoNo1YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check80.2580.25Yes
8268-YDIXRMale0YesNo56YesYesFiber opticYesYesYesNoNoNoOne yearYesElectronic check93.155253.95No
9824-BEMCVMale0YesYes17YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check691149.65Yes
1373-ORVIZFemale0YesYes11YesYesDSLNoNoNoYesNoYesMonth-to-monthYesElectronic check66.35740.8Yes
4291-SHSBHMale0NoNo7YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.55521.35No
6980-IMXXEFemale0YesYes69YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.21412.65No
9866-QEVEEMale0NoNo19YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesBank transfer (automatic)861532.45Yes
9897-KXHCMFemale0YesYes3YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check80.3250.05Yes
0040-HALCWMale0YesYes54YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.41090.6No
0784-GTUUKMale0YesNo62YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesCredit card (automatic)23.751446.8No
7979-CORPMMale0NoNo24YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesCredit card (automatic)90.552282.55Yes
2294-DMMUSFemale0YesYes62YesYesDSLNoNoNoNoYesYesMonth-to-monthYesCredit card (automatic)70.454300.45No
0872-JCPIBMale0NoNo17YesYesDSLYesNoNoNoNoYesMonth-to-monthNoBank transfer (automatic)65.751111.2No
3055-MJDSBMale0NoNo9NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesMailed check24.6190.1No
9091-WTUUYMale0YesYes64YesNoDSLYesNoYesYesYesNoTwo yearNoMailed check69.254447.75No
1618-CFHMEFemale0NoNo2YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check75.9143.35Yes
3165-HDOEWMale0YesYes1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check45.8545.85Yes
6581-NQCBAFemale0YesNo16NoNo phone serviceDSLNoNoNoYesYesYesMonth-to-monthYesElectronic check49.95810.2Yes
7115-IRDHSFemale0YesNo72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)24.651830.05No
8496-DMZUKMale0NoNo30YesYesFiber opticYesYesYesNoNoNoOne yearNoBank transfer (automatic)90.42820.65No
2040-VZIKEFemale0YesNo49YesYesFiber opticYesNoNoNoYesYesMonth-to-monthYesMailed check100.854847.35No
9068-VPWQQMale0YesNo61YesYesDSLYesNoYesYesNoYesTwo yearNoCredit card (automatic)75.354729.3No
0178-SZBHOMale0YesYes47YesYesFiber opticNoYesNoNoYesNoMonth-to-monthNoElectronic check87.24017.45No
0384-RVBPIMale0NoNo20YesNoDSLYesNoYesNoNoYesMonth-to-monthNoCredit card (automatic)64.41398.6No
1689-MRZQRMale0YesYes34YesNoFiber opticNoNoNoNoYesNoMonth-to-monthNoElectronic check78.32564.3Yes
1299-AURJAFemale0YesYes70YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)24.71685.9No
4525-VZCZGMale0NoYes54YesNoFiber opticYesYesNoYesYesYesOne yearYesElectronic check105.855826.65No
1543-LLLFTMale1YesNo61YesYesFiber opticNoYesYesYesYesNoOne yearYesMailed check98.36066.55No
5835-BEQEUMale0NoNo3YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check76.95228.4Yes
2788-CJQAQMale0NoNo13YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.45270.2No
5565-FILXAFemale1NoNo16YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check96.151529.2Yes
0319-QZTCOFemale0YesYes3YesNoDSLNoYesNoNoYesNoMonth-to-monthYesCredit card (automatic)58.7168.6No
2120-SMPEXMale0NoNo25YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.15536.35No
0096-FCPUFMale0NoNo30YesYesDSLYesNoNoNoNoYesMonth-to-monthYesMailed check64.51888.45No
0668-OGMHDFemale0YesNo21NoNo phone serviceDSLYesNoNoNoNoNoMonth-to-monthNoElectronic check28.5629.35No
5552-ZNFSJMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check45.345.3Yes
2223-KAGMXFemale0NoNo15YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)19.4289.3Yes
6507-ZJSURMale1YesNo23YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check90.452117.25No
9408-HRXRKFemale0YesYes45YesYesFiber opticYesYesNoNoYesYesMonth-to-monthYesElectronic check105.154730.9No
5593-SUAOOFemale0YesYes24YesYesFiber opticNoYesYesNoNoNoOne yearNoBank transfer (automatic)83.152033.05No
7321-PKUYWFemale0NoNo11YesYesFiber opticNoNoNoYesYesNoMonth-to-monthNoElectronic check90.15987.95Yes
2833-SLKDQMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check45.0545.05Yes
6766-HFKLAFemale0YesNo56YesYesFiber opticNoNoYesYesYesYesTwo yearNoBank transfer (automatic)103.25744.35No
7595-EUIVNFemale0NoNo1YesNoFiber opticNoYesNoNoNoNoMonth-to-monthNoElectronic check75.875.8Yes
7617-EYGLWMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check19.4519.45No
2026-TGDHMFemale0NoNo7YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check79.3523.15Yes
9220-ZNKJIFemale1YesNo55YesNoFiber opticNoNoYesYesYesNoTwo yearNoCredit card (automatic)88.84805.3No
4030-VPZBDFemale0NoNo2NoNo phone serviceDSLNoNoNoYesNoNoMonth-to-monthYesElectronic check30.959.05Yes
2226-ICFDOFemale0YesYes72YesYesDSLYesNoYesYesYesYesTwo yearYesCredit card (automatic)85.96110.75No
0723-VSOBEFemale1NoNo45NoNo phone serviceDSLNoNoNoNoNoYesOne yearNoElectronic check34.21596.6No
5529-GIBVHFemale0NoNo47YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.151046.2No
4187-CINZDFemale1NoNo46YesNoFiber opticNoYesNoNoYesYesOne yearNoCredit card (automatic)95.254424.2Yes
9992-UJOELMale0NoNo2YesNoDSLNoYesNoNoNoNoMonth-to-monthYesMailed check50.392.75No
4741-WWJQZFemale0YesNo2YesNoFiber opticYesNoNoYesNoNoMonth-to-monthYesElectronic check80.15194.55No
6625-UTXEWFemale0YesNo12YesNoDSLNoYesNoNoNoNoMonth-to-monthYesElectronic check51.25612.1No
6818-WOBHJFemale1YesNo68YesYesFiber opticNoYesNoNoNoYesMonth-to-monthYesBank transfer (automatic)89.66127.6Yes
6244-BESBMMale0YesYes69YesNoFiber opticNoNoNoYesYesYesTwo yearYesCredit card (automatic)95.26671.7No
1004-NOZNRMale1NoYes56YesNoFiber opticYesNoNoNoYesYesOne yearNoCredit card (automatic)94.85264.3No
1251-STYSZFemale1NoNo4YesYesFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check80.25303.7No
2612-PHGOXMale0YesNo64YesYesDSLNoYesYesYesYesNoTwo yearYesBank transfer (automatic)76.14818.8No
2408-TZMJLMale0YesNo59YesYesFiber opticYesYesYesNoYesYesOne yearYesElectronic check110.156448.05Yes
8480-PPONVMale0YesYes62YesYesFiber opticYesYesYesYesYesYesTwo yearNoBank transfer (automatic)115.557159.05No
8780-IHCRNMale0YesYes63YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)24.651574.5No
4598-ZADCKFemale0NoNo53NoNo phone serviceDSLYesYesYesYesYesNoOne yearYesElectronic check53.62879.2No
1257-SXUXQMale0YesYes5YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.4586.05No
9681-KYGYBMale1YesNo49YesYesFiber opticYesYesYesNoNoNoMonth-to-monthYesElectronic check88.24159.45No
7182-OVLBJFemale0YesYes62YesYesFiber opticYesNoNoNoYesYesTwo yearYesBank transfer (automatic)101.156638.35No
5095-ETBRJFemale0YesNo55YesNoDSLYesYesNoYesNoNoTwo yearNoMailed check56.83112.05No
7005-CYUILFemale1YesNo71YesNoFiber opticYesYesYesYesYesNoTwo yearYesElectronic check99.47168.25No
4821-WQOYNFemale0YesYes72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)20.11326.25No
4730-AWNAUMale0YesYes36NoNo phone serviceDSLYesNoYesYesYesYesOne yearNoCredit card (automatic)60.72234.55No
3452-FLHYDMale0YesNo25YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)20.95495.15No
2388-LAESQFemale1YesNo72YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)114.858317.95No
9531-NSBMRFemale0NoNo36YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)19.25679.8No
6260-ONULRMale0NoNo1YesNoDSLNoNoNoNoYesYesMonth-to-monthYesMailed check62.862.8No
4389-UEFCZFemale0YesNo72YesYesFiber opticYesNoYesNoYesYesTwo yearYesElectronic check105.57544No
8711-LOBKYMale0YesYes59YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.851188.25No
9134-CEQMFMale1YesNo7YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check89.5676.7Yes
8985-OOPOSFemale0NoNo1YesNoDSLNoNoYesYesYesYesOne yearNoCredit card (automatic)74.174.1No
8800-ZKRFWFemale0YesYes30YesYesFiber opticNoYesYesYesYesYesMonth-to-monthYesElectronic check107.53242.5No
2616-FLVQCMale0NoNo64YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.551240.15No
9968-FFVVHMale0NoNo63YesYesDSLYesYesYesYesNoNoOne yearNoBank transfer (automatic)68.84111.35No
3108-PCCGGMale1YesNo72YesYesDSLYesYesYesNoYesYesTwo yearNoCredit card (automatic)84.455899.85No
7993-PYKOFMale0YesNo8YesNoFiber opticYesNoNoNoNoNoMonth-to-monthNoElectronic check75632.95Yes
8390-FESFVFemale0NoNo62YesYesDSLNoYesYesYesYesYesTwo yearNoBank transfer (automatic)84.55193.2No
3022-BEXHZMale0YesYes67YesYesFiber opticNoYesYesYesYesYesTwo yearYesBank transfer (automatic)111.27530.8No
5027-XWQHAMale0NoNo6YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check44.75270.95Yes
6248-TKCQVFemale0YesYes70YesYesDSLYesNoNoYesYesYesTwo yearYesBank transfer (automatic)80.65460.2No
6729-GDNGCFemale1NoNo20YesNoFiber opticNoNoNoNoYesNoMonth-to-monthNoBank transfer (automatic)80.71614.2No
6198-ZFIOJFemale0NoNo5YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check75.6402.5No
5989-OMNJEFemale0YesYes24NoNo phone serviceDSLYesYesYesNoYesYesOne yearNoElectronic check57.61367.75No
4566-QVRRWFemale0YesNo11YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check44.05483.7Yes
1291-CUOCYMale0YesNo72YesYesFiber opticNoYesYesYesYesYesTwo yearYesCredit card (automatic)110.67962.2No
9795-SHUHBFemale0YesYes66YesNoDSLYesYesNoYesNoNoTwo yearYesCredit card (automatic)58.23810.8No
3230-IUALNFemale0YesYes45YesNoDSLYesNoYesYesYesYesTwo yearYesMailed check813533.6No
0042-RLHYPFemale0YesYes69YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.71396.9No
8519-IMDHUMale1YesNo15YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesBank transfer (automatic)85.61345.55Yes
4945-RVMTEFemale0NoNo28YesNoDSLNoNoYesNoYesNoMonth-to-monthYesBank transfer (automatic)59.551646.45No
0201-OAMXRFemale0NoNo70YesYesFiber opticYesYesYesYesYesYesOne yearNoCredit card (automatic)115.558127.6Yes
1866-NXPSPFemale0NoNo36YesNoDSLYesYesYesYesNoYesOne yearYesMailed check75.552680.15No
3372-KWFBMMale1NoNo16YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check86.61281Yes
7831-QGOXHFemale0NoNo18YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check85.21553.9Yes
6393-WRYZEFemale0YesNo34YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check97.653207.55Yes
3941-XTSKMMale0YesYes42NoNo phone serviceDSLNoYesYesNoNoYesOne yearYesCredit card (automatic)45.12049.05No
1661-CZBAUMale0NoNo48YesYesDSLYesNoNoYesNoYesOne yearYesBank transfer (automatic)70.953629.2No
6599-RCLCJMale0YesNo47YesYesFiber opticNoYesYesYesYesYesMonth-to-monthYesElectronic check109.555124.55Yes
9831-BPFRIFemale0YesYes39YesYesFiber opticNoYesYesYesNoNoOne yearYesElectronic check89.553474.45Yes
5158-RIVOPFemale0YesYes11YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.9202.3No
9788-YTFGEMale0NoNo7YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.95147.5No
9277-JOOMOFemale0NoNo3YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check24.686.35No
1907-YLNYWMale0NoNo8YesNoDSLYesNoYesNoNoYesMonth-to-monthYesElectronic check66.7579No
1725-MIMXWMale0NoYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.4519.45Yes
8947-YRTDVMale0YesYes32YesNoFiber opticYesYesYesNoNoYesOne yearNoMailed check94.83131.55No
3161-ONRWKMale0YesYes60YesNoDSLYesYesYesYesNoNoOne yearYesBank transfer (automatic)65.853928.3No
0114-RSRRWFemale0YesNo10YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesBank transfer (automatic)19.95187.75No
4565-NLZBVFemale0YesNo71YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)24.651710.15No
0031-PVLZIFemale0YesYes4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.3576.35Yes
7206-GZCDCFemale1NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.2569.25Yes
6682-VCIXCFemale0YesYes43NoNo phone serviceDSLYesYesNoYesYesNoOne yearYesBank transfer (automatic)51.252151.6No
4791-QRGMFMale0YesNo59YesYesFiber opticNoNoYesNoYesYesOne yearYesBank transfer (automatic)99.55961.1Yes
6475-VHUIZFemale0YesNo23YesNoDSLNoNoYesYesNoNoMonth-to-monthNoElectronic check54.251221.55No
3910-MRQOYFemale0YesNo72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.41496.45No
0661-WCQNQMale0YesNo22YesNoDSLYesNoNoYesNoNoOne yearYesCredit card (automatic)56.251292.2No
7537-RBWEAFemale0NoNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesMailed check25.1525.15No
4656-CAURTMale0NoNo69YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)23.951713.1No
0121-SNYRKMale0NoNo50NoNo phone serviceDSLYesNoNoYesNoNoOne yearYesMailed check35.41748.9No
1768-ZAIFUFemale1NoNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check25.225.2Yes
4671-LXRDQMale0NoNo2YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check4596.45Yes
3733-LSYCEFemale0YesNo15YesNoFiber opticNoYesNoNoNoNoMonth-to-monthNoBank transfer (automatic)75.351114.55No
6265-FRMTQMale0NoNo31YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.4609.1No
1934-SJVJKMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.1520.15Yes
3838-OZURDMale0YesNo66YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesCredit card (automatic)1057133.25Yes
1371-DWPAZFemale0YesYes0NoNo phone serviceDSLYesYesYesYesYesNoTwo yearNoCredit card (automatic)56.05 No
9269-CQOOLMale0NoYes3YesNoDSLNoNoNoNoYesNoMonth-to-monthYesCredit card (automatic)54.7169.45Yes
2017-CCBLHFemale0NoNo8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20141.6No
7690-KPNCUMale0YesYes64YesNoDSLYesNoYesNoYesYesOne yearYesCredit card (automatic)73.054688.65No
0536-BGFMZFemale0YesNo28YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.5563.05No
2293-IJWPSFemale0YesNo57YesYesFiber opticNoNoYesNoYesYesOne yearYesCredit card (automatic)100.755985No
2845-HSJCYFemale0YesYes14YesYesFiber opticNoNoYesNoNoYesMonth-to-monthYesElectronic check87.251258.6Yes
5469-NUJURMale0NoNo19YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check19.95373.5No
1184-PJVDBMale0YesNo10YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check79.95857.2Yes
2625-TRCZQFemale0YesNo51NoNo phone serviceDSLNoYesNoNoYesYesMonth-to-monthYesElectronic check49.652553.35No
4102-HLENUFemale0YesNo67YesYesDSLYesYesYesNoNoNoTwo yearNoMailed check65.654322.85No
7266-GSSJXMale0YesYes11YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check20.45250.8No
7722-VJRQDMale0YesYes72NoNo phone serviceDSLYesNoYesYesYesYesTwo yearNoBank transfer (automatic)60.954549.05No
7073-QETQYMale0YesYes66YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesElectronic check20.351359.5No
9415-DPEWSFemale0NoNo18YesYesFiber opticNoNoNoYesYesNoMonth-to-monthYesElectronic check88.351639.3Yes
5624-RYAMHFemale0NoNo9YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check19.5178.85No
0196-JTUQIFemale0NoNo9YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)75.2633.85No
7130-YXBROMale0YesNo48YesYesFiber opticYesYesYesNoYesYesMonth-to-monthYesBank transfer (automatic)111.455315.1No
9272-LSVYHMale0NoNo10YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoMailed check70.15735.5No
7943-RQCHRFemale0NoNo9YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check94.75889.9Yes
3793-MMFUHFemale1NoNo13YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check95.051290Yes
3249-ZPQRGMale0NoNo4YesYesFiber opticNoYesNoNoNoNoMonth-to-monthNoElectronic check78.45330.05Yes
2568-BRGYXMale0NoNo4YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.2237.95Yes
3084-DOWLEFemale0YesNo72YesYesDSLYesYesYesYesYesYesTwo yearNoBank transfer (automatic)926474.4No
1084-MNSMJFemale0YesYes51YesNoDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)85.54421.95No
7721-JXEAWMale0YesNo59NoNo phone serviceDSLNoYesNoNoNoYesMonth-to-monthYesBank transfer (automatic)41.052452.7Yes
7249-WBIYXMale0YesNo10YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check85.6813.85Yes
4238-HFHSNMale1YesNo61YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check82.154904.85No
6250-CGGUNMale0NoNo54YesNoFiber opticYesNoYesYesNoNoOne yearNoElectronic check84.44484.05No
5478-JJVZKFemale0NoNo33YesYesDSLYesYesNoNoNoNoMonth-to-monthYesMailed check60.92033.85No
7596-IIWYCFemale0NoNo27YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)20.25538.2No
6567-HOOPWFemale1NoNo1YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check79.279.2Yes
9793-WECQCMale0NoNo23YesNoFiber opticNoYesNoNoYesYesMonth-to-monthNoMailed check95.32192.9No
4291-HPAXLMale0NoYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.8519.85No
8999-YPYBVMale0YesYes45YesNoDSLYesYesYesYesYesYesTwo yearYesMailed check84.353858.05No
1839-FBNFRFemale0YesYes39YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)19.85854.8No
3164-AALRNMale0NoNo5YesNoDSLNoNoYesNoYesYesOne yearYesMailed check70347.4Yes
3071-MVJCDMale0YesYes72YesYesDSLYesYesYesYesYesNoTwo yearNoBank transfer (automatic)82.35815.15No
1697-BCSHVFemale0YesYes58YesYesDSLNoYesNoNoYesNoMonth-to-monthYesBank transfer (automatic)66.83970.4No
0562-KBDVMFemale0NoNo70NoNo phone serviceDSLYesYesYesYesNoNoTwo yearYesBank transfer (automatic)44.63058.15No
1131-SUEKTMale0YesYes61YesNoFiber opticNoYesNoYesYesYesOne yearYesBank transfer (automatic)98.456145.2No
3717-OEAUQMale0NoNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoMailed check70.7129.2No
4538-WNTMJFemale0YesYes46YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check24.951165.9No
3334-CTHOLFemale0NoNo1YesYesDSLNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)49.9549.95Yes
4704-ERYFCFemale0YesNo22YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.251554Yes
9432-RUVSLFemale0NoNo48YesNoFiber opticYesNoYesYesYesYesTwo yearYesCredit card (automatic)102.54904.25No
8060-HIWJJMale0NoNo64YesYesDSLNoYesYesYesYesYesTwo yearNoCredit card (automatic)86.555632.55No
7684-XSZIYMale0YesYes72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)24.31643.25No
9089-UOWJGFemale0YesYes12YesNoDSLNoNoYesNoYesNoMonth-to-monthYesCredit card (automatic)58.35740.55No
8621-MNIHHFemale1YesNo34YesYesFiber opticNoYesYesNoNoYesMonth-to-monthYesElectronic check94.253217.55Yes
8039-ACLPLFemale0YesYes72YesNoDSLYesYesYesNoNoYesTwo yearNoCredit card (automatic)68.754888.2No
9885-AIBVBMale0YesNo29YesYesFiber opticNoYesYesNoNoNoMonth-to-monthYesElectronic check85.82440.25No
1934-MKPXSMale0YesYes33YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)20.1620.55No
2592-YKDIFFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.3520.35No
2272-JKMSIFemale0YesYes62YesYesFiber opticNoYesYesYesYesYesOne yearYesElectronic check110.86840.95No
0471-LVHGKMale0YesNo41YesYesDSLNoNoYesNoYesYesOne yearYesElectronic check733001.2Yes
9518-RWHZLFemale0NoNo64YesYesFiber opticNoNoYesNoYesYesOne yearYesCredit card (automatic)100.056254.2Yes
8714-CTZJWFemale0NoNo4YesNoFiber opticNoNoYesNoNoYesMonth-to-monthYesCredit card (automatic)82.85319.6No
3569-EDBPQFemale0NoNo24YesYesFiber opticYesNoNoYesNoNoMonth-to-monthYesElectronic check84.351938.05No
3131-NWVFJFemale0YesYes14YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.55294.5No
7521-YXVZYMale0NoYes3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.9558.3No
5419-CONWXFemale1NoNo4YesNoFiber opticNoYesYesNoYesYesMonth-to-monthYesCredit card (automatic)99.8442.85Yes
6240-EURKSFemale0NoYes18NoNo phone serviceDSLNoNoNoNoNoYesMonth-to-monthYesElectronic check35553Yes
2373-NTKODMale0NoNo8YesNoDSLNoNoNoNoYesYesMonth-to-monthYesElectronic check66.25546.45No
1970-KKFWLFemale0NoNo35YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)23.3797.1No
6960-HVYXRFemale0NoNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check7676Yes
9337-SRRNIMale0NoYes66YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)25.31673.8No
0895-UADGOMale0NoYes8NoNo phone serviceDSLYesNoNoYesNoYesTwo yearYesMailed check44.55343.45No
5678-VFNEQFemale0YesNo71YesYesFiber opticYesNoYesNoYesYesOne yearYesCredit card (automatic)104.17412.25No
5977-CKHONFemale0YesYes43YesYesFiber opticNoNoYesNoNoYesMonth-to-monthYesBank transfer (automatic)92.554039No
7024-OHCCKFemale1NoNo2YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check93.85170.85Yes
2692-BUCFVMale1NoNo29YesNoFiber opticNoYesYesNoYesYesMonth-to-monthYesBank transfer (automatic)101.452948.6No
7861-UVUFTFemale0YesNo15YesNoFiber opticNoNoYesNoYesNoMonth-to-monthYesElectronic check84.31308.4Yes
1830-GGFNMMale0YesYes65YesYesFiber opticYesYesYesYesNoNoTwo yearNoCredit card (automatic)94.556078.75No
5302-BDJNTMale0NoNo35YesYesFiber opticNoNoYesYesYesNoMonth-to-monthNoElectronic check95.53418.2No
5223-UZAVKMale0NoNo64YesNoFiber opticYesYesNoNoYesYesOne yearYesCredit card (automatic)100.36603.8No
4859-ZSRDZFemale0YesYes58NoNo phone serviceDSLNoNoYesYesYesYesTwo yearYesCredit card (automatic)55.53166.9No
5651-WYIPHFemale1NoNo18YesNoDSLNoYesNoNoNoNoMonth-to-monthYesCredit card (automatic)49.85865.75No
9350-VLHMBMale0YesYes67YesYesFiber opticNoYesNoNoNoYesMonth-to-monthYesBank transfer (automatic)89.556373.1No
3498-LZGQZMale0YesYes63YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check19.151177.05No
8785-CJSHHFemale0YesNo60YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check99.85985.75No
5357-TZHPPMale1NoNo9YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesCredit card (automatic)84.4732.5Yes
3870-SPZSIFemale0YesYes70YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)113.057869.05No
0680-DFNNYMale0YesNo15YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check101.11504.05Yes
7560-QRBXHFemale0NoYes48YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.95936.7No
7077-XJMETMale0YesNo12YesNoDSLNoNoYesYesYesYesMonth-to-monthYesElectronic check74.15741.4No
8752-GHJFUMale1YesNo71YesYesFiber opticYesYesYesYesNoNoOne yearYesElectronic check926585.2No
6896-SRVYQMale1NoNo44YesNoFiber opticNoNoYesNoNoNoMonth-to-monthNoElectronic check73.853122.4No
7767-UXAGJMale0NoNo1YesYesDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check50.4550.45Yes
4652-ODEVHMale0YesYes45YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check24.451088.25No
6510-UPNKSFemale0NoNo23YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)24.8615.35No
6718-BDGHGFemale0YesNo43YesYesDSLNoNoNoYesYesNoOne yearYesBank transfer (automatic)64.852908.2No
9046-DQMTPMale0NoNo35YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)20.75739.9No
6439-LAJXLMale0YesNo9YesNoDSLYesYesNoYesYesNoMonth-to-monthYesMailed check68.95593.85No
1571-SAVHKMale0NoNo12YesYesFiber opticNoNoNoYesYesYesMonth-to-monthYesMailed check99.951132.75Yes
9052-VKDUWFemale1YesNo65YesYesFiber opticYesYesYesNoYesYesMonth-to-monthYesCredit card (automatic)109.47227.45No
9546-CQJSUFemale0NoNo2YesYesFiber opticNoNoYesNoYesNoMonth-to-monthYesElectronic check91.4193.6Yes
1666-JZPZTMale0NoNo27YesYesDSLNoNoNoNoNoNoMonth-to-monthNoMailed check491291.35No
5777-KJIRBFemale0NoNo40YesNoDSLNoNoYesNoNoNoOne yearYesMailed check50.252023.55No
0506-LVNGNFemale1NoNo5YesNoFiber opticNoNoYesNoNoNoMonth-to-monthYesCredit card (automatic)75.55349.65Yes
7677-SJJJKMale0YesYes8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19.9153.95No
2480-EJWYPFemale1YesNo58YesYesFiber opticNoYesNoNoYesYesOne yearYesBank transfer (automatic)97.85458.8No
3253-HKOKLFemale0YesYes52YesNoFiber opticYesNoYesNoYesYesOne yearNoElectronic check100.35244.45No
7055-HNEOJMale0YesNo3YesNoDSLNoNoYesYesNoNoMonth-to-monthYesMailed check55.8154.55No
5514-YQENTMale0NoYes41YesNoFiber opticYesYesYesYesYesYesTwo yearYesElectronic check111.154507.15No
3211-AAPKXMale0NoNo20YesYesFiber opticNoNoNoYesYesYesMonth-to-monthYesMailed check98.552031.95No
8445-DNBAEMale0NoYes1YesYesDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check50.0550.05No
2951-QOQTKMale0NoYes4YesYesFiber opticNoNoNoYesNoNoMonth-to-monthNoCredit card (automatic)80.8332.45Yes
2958-NHPPSMale0NoNo23YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check20.85473.9No
6806-YDEULFemale1NoNo6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)19.5106.8No
1735-XMJVHMale0YesYes8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.35152.6No
6890-PFRQXMale0NoNo18YesYesDSLYesNoYesNoYesNoMonth-to-monthNoMailed check69.51199.4No
0222-CNVPTMale1NoNo52NoNo phone serviceDSLYesNoNoNoYesYesMonth-to-monthYesCredit card (automatic)48.82555.05No
5899-OUVKVMale0NoNo31YesNoFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check94.52979.2No
8681-ICONSMale0YesYes29YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.65654.85No
1621-YNCJHFemale0YesNo36YesYesFiber opticYesYesYesYesNoYesTwo yearYesCredit card (automatic)106.053834.4No
3473-XIIITFemale0YesNo16YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check1001534.75Yes
6362-QHAFMMale0YesNo42YesYesFiber opticNoNoYesYesYesYesOne yearYesElectronic check108.34586.15No
7893-IXHRQMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check20.5520.55Yes
3070-BDOQCFemale0NoNo60YesNoFiber opticNoYesYesNoYesYesTwo yearYesElectronic check99.655941.05No
2952-QAYZFMale0NoNo5YesYesFiber opticNoYesYesNoNoNoMonth-to-monthYesElectronic check85.3424.15Yes
6234-PFPXLMale0YesNo22YesYesFiber opticYesNoNoYesYesNoMonth-to-monthNoCredit card (automatic)95.92234.95No
9824-QCJPKMale0YesNo36YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20666.75No
4763-PGDPOFemale0NoNo4YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check70.4281Yes
4283-IVYCIMale0NoNo9YesNoDSLYesNoNoYesNoYesMonth-to-monthNoMailed check64.95547.8No
1866-OBPNRMale0YesYes1YesNoFiber opticNoYesNoNoNoNoMonth-to-monthNoCredit card (automatic)74.674.6No
8205-MQUGYMale0YesYes12YesNoDSLYesNoNoNoNoNoMonth-to-monthYesElectronic check49.2571.15No
8970-ANWXOFemale0NoNo23YesYesDSLNoNoNoYesYesYesOne yearYesMailed check73.751756.6No
9480-BQJEIMale0NoNo62YesYesFiber opticYesYesNoNoNoYesOne yearYesBank transfer (automatic)92.35731.45No
5394-SVGJVMale0NoNo37YesYesFiber opticNoNoNoYesYesYesMonth-to-monthNoBank transfer (automatic)98.83475.55Yes
6979-TNDEUFemale0NoNo8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.2156.85No
9777-WJJPRMale0YesNo31YesYesFiber opticNoNoYesNoYesNoMonth-to-monthNoCredit card (automatic)88.652683.2No
9283-LZQOHMale0YesYes13YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)74.4896.75Yes
7079-QRCBCFemale0NoNo24YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check98.752407.3Yes
9495-SKLKDMale0YesYes45YesYesFiber opticNoYesYesNoNoYesMonth-to-monthYesBank transfer (automatic)95.954456.65No
6048-UWKALFemale1YesNo69YesYesFiber opticNoYesNoYesYesYesTwo yearNoCredit card (automatic)105.46998.95No
5067-DGXLLMale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.2536.8No
5469-CTCWNMale0YesYes61YesYesFiber opticYesYesNoNoYesYesOne yearYesElectronic check1066547.7Yes
9851-QXEEQMale0NoNo41YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check104.74346.4Yes
6281-FKEWSFemale0NoNo44NoNo phone serviceDSLNoNoYesNoYesYesOne yearYesElectronic check49.052265No
8898-KASCDMale0NoNo39NoNo phone serviceDSLNoNoYesYesNoNoOne yearNoMailed check35.551309.15No
9242-TKFSVMale0YesYes72NoNo phone serviceDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)65.14754.3No
9290-SHCMBFemale1NoNo13YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check96.851235.55No
0743-HNPFGFemale0YesYes51YesNoDSLYesYesNoYesNoYesOne yearYesCredit card (automatic)69.753562.5No
2277-BKJKNFemale1YesNo71YesNoFiber opticNoYesYesNoYesYesTwo yearYesElectronic check99.27213.75No
9809-IMGCQMale1NoNo22YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check96.72082.95Yes
5208-HFSBTFemale0NoNo2YesNoDSLNoYesNoYesNoNoMonth-to-monthYesCredit card (automatic)55.05102.75Yes
5035-PGZXHFemale0NoNo56YesYesFiber opticNoYesYesNoYesYesOne yearYesElectronic check106.85914.4No
8695-WDYEAMale0NoNo1YesNoDSLYesNoNoNoNoNoMonth-to-monthNoMailed check51.2551.25No
6543-JXSOOFemale0YesYes23YesNoDSLYesYesNoYesNoNoOne yearYesMailed check57.751282.85No
8016-ZMGMOFemale1YesNo66YesYesDSLNoYesYesNoYesNoOne yearYesBank transfer (automatic)70.854738.85No
8605-ITULDFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.5519.55No
3254-YRILKMale1NoNo19YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check88.21775.8Yes
6416-YJTTBMale0NoNo11YesNoFiber opticYesNoYesNoNoNoMonth-to-monthYesBank transfer (automatic)79.5795.65No
2667-WYLWJFemale0YesYes8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check19.75145Yes
4472-VESGYFemale0YesYes52YesYesFiber opticYesYesYesNoNoYesMonth-to-monthNoBank transfer (automatic)98.154993.4No
3195-TQDZXMale0NoNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check20.2561.45No
3128-YOVTDFemale0YesYes51YesNoFiber opticYesYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)79.154018.55No
0529-ONKERMale1NoNo15YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check75.651146.65Yes
1728-CXQBEMale1YesNo64YesYesFiber opticNoYesYesNoNoYesMonth-to-monthYesElectronic check94.256081.4No
7041-TXQJHFemale0NoNo37NoNo phone serviceDSLNoNoYesNoNoYesMonth-to-monthYesCredit card (automatic)40.21478.85No
5014-GSOUQMale0NoNo13YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.95243.65No
5724-BIDBUMale0YesNo49YesYesDSLYesNoNoNoNoNoOne yearYesElectronic check55.352633.95No
0481-SUMCBFemale1NoNo45YesYesFiber opticNoNoYesNoYesYesOne yearYesBank transfer (automatic)102.154735.35No
1769-GRUIKFemale0NoNo18YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check71.11247.75No
5240-IJOQTMale1NoNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.774.7Yes
8819-WFGGJMale0YesNo68NoNo phone serviceDSLYesNoYesNoYesYesTwo yearYesBank transfer (automatic)54.13794.5No
7427-AUFPYMale0NoNo54YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.651008.7No
2811-POVEXFemale1YesYes23YesNoFiber opticNoYesYesNoNoYesMonth-to-monthYesBank transfer (automatic)88.452130.55No
1092-GANHUMale0NoNo17YesNoFiber opticNoNoYesNoNoNoMonth-to-monthYesElectronic check76.651313.55Yes
7898-PDWQEMale0YesNo71YesYesDSLYesYesYesYesNoYesTwo yearNoCredit card (automatic)80.45727.15No
9972-EWRJSFemale0YesYes67YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)19.251372.9No
9314-IJWSQFemale0YesYes14YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check84.81203.9No
0661-XEYANFemale1NoNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesMailed check25.825.8Yes
5799-JRCZOFemale0NoYes63YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.51215.1No
1921-KYSAYFemale0NoNo41YesYesDSLNoNoYesYesNoYesOne yearYesElectronic check68.62877.05No
6198-RTPMFFemale0YesNo17YesYesFiber opticNoNoNoNoYesYesMonth-to-monthNoElectronic check92.61579.7No
2924-KHUVIMale0YesNo56YesYesFiber opticYesNoNoNoYesYesOne yearYesElectronic check100.555514.95No
1925-GMVBWFemale0NoNo5YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)20.5596.1No
7881-EVUADFemale0NoNo2NoNo phone serviceDSLYesYesNoNoNoYesMonth-to-monthYesElectronic check42.672.4Yes
6184-DYUOBFemale0YesNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.655.25No
9207-ZPANBMale0NoNo37YesYesDSLYesYesYesYesNoNoOne yearNoElectronic check67.452443.3No
5766-XQXMQFemale0NoNo29YesNoDSLYesYesYesNoNoYesMonth-to-monthYesBank transfer (automatic)68.851970.5Yes
9327-QSDEDMale0NoNo8YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check43.55335.4No
1656-DRSMGFemale0NoNo63YesYesFiber opticNoYesYesYesYesYesMonth-to-monthYesCredit card (automatic)109.857002.95No
3012-VFFMNFemale0YesYes7YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.65158.95No
2984-AFWNCFemale0NoNo3YesNoFiber opticNoYesNoNoYesYesMonth-to-monthNoElectronic check95.4293.15No
0640-YJTPYMale0YesYes72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)211493.75No
8096-LOISTFemale0NoNo19YesNoDSLNoNoNoNoNoYesMonth-to-monthYesElectronic check56.21093.4No
9764-REAFFFemale0YesNo59YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)18.41057.85No
3703-VAVCLMale0YesYes2YesNoFiber opticNoNoYesYesNoYesMonth-to-monthNoCredit card (automatic)90190.05Yes
7107-UBYKYFemale0YesYes35YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check25.75882.55No
4881-GQJTWMale0NoNo14YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)19.6300.4No
8519-QJGJDFemale0NoNo14YesNoFiber opticNoNoYesNoNoNoMonth-to-monthNoElectronic check75.351025.95Yes
7876-DNYAPFemale0YesYes69YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.81436.95No
7905-NJMXSMale1YesNo7YesYesDSLYesYesNoYesNoNoMonth-to-monthNoElectronic check64.2475No
2882-WDTBAMale0YesYes69YesNoDSLYesYesYesYesYesNoTwo yearYesBank transfer (automatic)75.755388.15No
2091-GPPIQFemale0YesYes72YesYesDSLNoYesNoYesYesYesTwo yearYesElectronic check78.955730.15No
6326-MTTXKMale0NoNo8YesYesFiber opticNoYesNoNoYesYesMonth-to-monthNoElectronic check100.85819.55Yes
5071-FBJFSFemale0YesYes4YesNoDSLYesNoNoNoNoNoMonth-to-monthNoElectronic check50.3217.1No
2796-UUZZOMale0YesYes63YesNoFiber opticNoYesYesNoNoNoMonth-to-monthYesCredit card (automatic)80.34896.35No
2429-AYKKOMale0NoNo72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.851434.1No
9798-OPFEMFemale0NoNo46YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesElectronic check21.1937.1No
0330-IVZHAFemale0YesNo5YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check69.95330.15Yes
3794-NFNCHMale0YesNo30YesNoDSLNoNoYesNoNoNoMonth-to-monthYesMailed check501474.9No
5193-QLVZBMale0NoNo63YesYesFiber opticNoYesYesNoYesYesTwo yearYesBank transfer (automatic)104.756536.5No
7114-AEOZEFemale0NoNo60YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.851128.1No
2886-KEFUMFemale0YesNo63YesYesFiber opticNoYesYesNoYesYesOne yearYesElectronic check107.56873.75Yes
5522-NYKPBMale0YesYes25YesNoFiber opticNoNoNoYesYesNoMonth-to-monthNoElectronic check85.92199.05No
4237-RLAQDMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check45.8545.85Yes
9957-YODKZMale1YesNo6YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesElectronic check80.8457.1No
6518-KZXCBMale0NoNo22YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.25566.5No
2245-ADZFJFemale0YesYes31YesYesDSLNoYesNoYesYesYesTwo yearNoBank transfer (automatic)80.552471.6No
7776-QGYJCFemale0YesYes39YesNoFiber opticNoNoYesYesNoNoMonth-to-monthYesBank transfer (automatic)81.53107.3No
9313-QOLTZMale0NoNo26YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.9518.3No
9651-GTSAQFemale0YesNo53YesNoFiber opticYesYesYesNoYesYesOne yearYesBank transfer (automatic)106.15769.75Yes
3186-BAXNBFemale0NoNo1YesNoFiber opticNoYesNoYesYesNoMonth-to-monthNoElectronic check91.791.7Yes
4672-FOTSDMale0NoNo12YesYesDSLYesYesNoYesNoNoMonth-to-monthYesElectronic check67.25832.3No
0637-YLETYFemale0NoNo16YesYesFiber opticNoYesYesNoNoYesMonth-to-monthYesCredit card (automatic)95.61555.65Yes
9818-XQCUVFemale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.3545.3No
7338-ERIVAMale0NoYes39NoNo phone serviceDSLYesNoNoYesYesNoOne yearNoBank transfer (automatic)45.051790.6No
1157-BQCUWMale0NoNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.9574.95Yes
8259-NFJTVFemale0YesYes7NoNo phone serviceDSLYesNoNoYesNoNoMonth-to-monthNoMailed check34.65246.6No
3223-DWFIOMale1NoNo4YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check69.35261.65No
2660-EMUBIMale1NoNo10YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check95.35898.35Yes
6968-GMKPRFemale0NoNo55YesNoFiber opticNoYesYesNoNoNoMonth-to-monthYesElectronic check81.554509.5No
4751-ERMANMale0YesYes72YesNoDSLNoYesYesNoYesYesTwo yearYesBank transfer (automatic)75.45480.25No
1436-ZMJANFemale0YesNo10YesNoDSLNoNoYesNoYesYesMonth-to-monthYesCredit card (automatic)67.8653.15No
3292-PBZEJMale1NoNo11YesYesFiber opticNoYesYesYesYesYesMonth-to-monthYesElectronic check111.41183.05No
0799-DDIHEFemale0YesYes15YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check46.3639.45No
3070-FNFZQFemale0YesYes23YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.4478.75No
2812-SFXMJMale0NoYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.0520.05No
7675-OZCZGFemale1NoNo3YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check45127.1Yes
5014-WUQMGMale0YesYes47YesNoFiber opticYesYesYesNoNoYesOne yearYesElectronic check96.14391.45No
5312-TSZVCFemale0NoYes15YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.65270.6No
2003-CKLORMale0NoNo66YesNoFiber opticNoYesYesNoYesYesMonth-to-monthNoElectronic check99.56710.5Yes
0993-OSGPTFemale1YesNo68YesNoDSLNoYesYesYesNoNoOne yearYesBank transfer (automatic)60.653975.9No
9254-RBFONFemale0YesYes17YesNoFiber opticNoNoYesYesYesYesOne yearNoBank transfer (automatic)98.61704.95Yes
1205-WNWPJFemale0NoNo7YesNoDSLNoNoNoYesYesNoMonth-to-monthYesMailed check59.5415.95Yes
9391-EOYLIMale1YesNo12YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check80.45950.2Yes
7108-DGVUUFemale1YesNo21YesYesDSLNoYesYesNoNoYesOne yearNoBank transfer (automatic)71.71497.05No
2782-JEEBUMale0NoNo21NoNo phone serviceDSLNoYesNoYesNoNoMonth-to-monthYesMailed check36780.15No
5127-BZENZFemale0YesYes56YesYesDSLYesNoNoNoYesNoOne yearNoBank transfer (automatic)65.23512.15No
2720-FVBQPFemale0YesYes6YesYesDSLNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)48.95273.25No
9906-NHHVCFemale1NoNo65NoNo phone serviceDSLNoYesYesNoYesYesTwo yearYesBank transfer (automatic)53.53517.9No
4522-XRWWIMale0YesNo42YesYesDSLYesNoNoYesYesYesOne yearNoCredit card (automatic)80.453375.9No
3766-EJLFLFemale0YesYes68YesYesFiber opticYesNoYesYesYesYesTwo yearYesBank transfer (automatic)109.057508.55No
5939-SXWHMMale0YesYes48YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)26.31245.05No
8152-UOBNYFemale1NoNo50YesYesFiber opticNoYesNoYesYesYesOne yearYesElectronic check106.85347.95No
7351-KYHQHFemale1NoNo7YesNoDSLNoYesYesNoYesNoMonth-to-monthYesElectronic check64.95493.65No
7643-RCHXSFemale0YesYes63YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoElectronic check19.351263.85No
8246-SHFGAMale0NoNo17YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)21.1385.55No
8387-MOJJTFemale0YesYes42YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesCredit card (automatic)77.953384Yes
0620-XEFWHMale0YesYes4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check18.8584.2No
6485-QXWWEFemale0NoYes62YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)261638.7No
2761-OCIAXMale1NoNo2YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check74.7165.4Yes
7321-VGNKUFemale0YesNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.35120.25No
5327-CNLUQMale0YesNo48YesYesFiber opticYesYesYesNoYesNoTwo yearYesBank transfer (automatic)96.94473.45No
7552-KEYGTMale0YesNo27YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.55520.55No
5816-JMLGYFemale0YesYes70YesNoDSLNoYesYesYesYesYesTwo yearYesBank transfer (automatic)80.45717.85No
3068-OMWZAMale1NoNo1YesYesFiber opticNoNoYesNoYesNoMonth-to-monthYesElectronic check88.888.8Yes
2927-QRRQVMale0YesNo46YesYesFiber opticNoYesYesNoYesNoOne yearYesElectronic check94.654312.5No
6032-KRXXOMale0NoNo30YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check90.252755.35Yes
7459-RRWQZFemale0NoNo15YesYesDSLYesNoNoNoNoYesMonth-to-monthYesBank transfer (automatic)64.65994.55Yes
6265-SXWBUMale0YesYes69YesYesFiber opticNoYesYesNoYesNoOne yearNoCredit card (automatic)95.756511.25No
7941-RCJOWMale0NoNo65YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)19.551218.65No
6374-NTQLPMale1YesYes72YesNoFiber opticYesNoYesYesYesYesTwo yearYesCredit card (automatic)104.17447.7No
4154-AQUGTMale1YesNo13YesNoFiber opticNoYesNoYesNoYesMonth-to-monthYesBank transfer (automatic)89.051169.35Yes
2387-KDZQYMale0NoNo17YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check20.1279.5No
3584-WKTTWMale0YesNo51YesYesFiber opticYesNoYesYesYesYesOne yearYesElectronic check111.555720.35No
3399-BMLVWMale0YesYes51YesNoDSLYesYesNoYesNoNoTwo yearNoCredit card (automatic)60.53121.45No
1971-DTCZBFemale0YesNo72YesYesDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)90.956468.6No
3092-IGHWFMale0YesYes67YesYesFiber opticNoYesYesNoNoNoOne yearNoElectronic check87.45918.8Yes
3374-PZLXDMale0NoNo34YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.7675.6No
3813-DHBBBMale0YesNo67NoNo phone serviceDSLYesYesNoYesNoYesTwo yearYesBank transfer (automatic)50.953521.7No
2812-REYATFemale0YesNo49YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)20.05923.1No
6518-PPLMZMale0YesYes53YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check19.41110.35No
4939-KYYPYMale0NoNo27YesYesDSLNoNoYesYesNoNoMonth-to-monthNoElectronic check59.451611.65No
8017-LXHFAFemale1NoNo23YesNoFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check94.752293.6Yes
5930-GBIWPMale0NoNo69YesYesDSLYesYesYesYesNoYesTwo yearYesCredit card (automatic)81.55553.25No
6022-KOUQOFemale0YesYes2NoNo phone serviceDSLNoNoNoYesNoNoMonth-to-monthNoBank transfer (automatic)29.0544.75No
6352-TWCAUFemale0NoNo35YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check86.453029.1Yes
2361-UPSNDFemale0YesNo46YesNoDSLYesYesNoYesNoYesOne yearNoMailed check70.63231.05No
6035-RIIOMFemale0NoNo54YesYesFiber opticNoYesNoNoYesYesTwo yearYesBank transfer (automatic)97.25129.45No
2929-QNSRWFemale0YesNo56YesYesFiber opticNoYesNoNoYesYesOne yearYesElectronic check98.255508.35Yes
1262-OPMFYFemale0YesNo9YesNoFiber opticNoNoYesNoNoNoMonth-to-monthYesBank transfer (automatic)75.75655.9Yes
9504-DSHWMMale0NoNo20YesYesDSLYesNoNoYesNoNoMonth-to-monthNoBank transfer (automatic)59.21191.2No
5035-BVCXSMale0NoNo11YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesMailed check75.9866.4No
6267-DCFFZFemale1YesNo30YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check90.052627.2No
3533-UVMOMMale0YesNo68YesNoDSLYesYesYesNoNoYesTwo yearNoBank transfer (automatic)70.954741.45No
2439-LYPMQMale1YesNo38YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check102.64009.2No
4248-QPAVCFemale1YesNo17YesYesFiber opticYesNoYesNoNoNoMonth-to-monthYesBank transfer (automatic)85.351463.45Yes
1899-VXWXMMale0NoNo48YesYesFiber opticNoYesYesNoYesYesOne yearYesCredit card (automatic)106.15082.8Yes
1478-VPOADFemale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check43.843.8No
9995-HOTOHMale0YesYes63NoNo phone serviceDSLYesYesYesNoYesYesTwo yearNoElectronic check593707.6No
2988-PLAHSFemale0NoNo3YesNoDSLNoNoYesNoYesYesOne yearYesElectronic check69.95220.45No
1371-OJCEKFemale0NoNo48YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)24.351133.7No
4999-IEZLTMale0NoNo66NoNo phone serviceDSLNoNoNoYesNoNoOne yearNoCredit card (automatic)29.451983.15No
8883-ANODQFemale0YesYes68YesYesFiber opticNoYesYesNoNoNoTwo yearYesCredit card (automatic)84.45746.75No
4690-LLKUAMale1NoNo17YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check45.05770.6Yes
2351-RRBUEFemale0YesYes7YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.65134.05No
5980-BDHPYMale0YesNo72YesYesDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)87.16230.1No
1498-DQNRXFemale0YesNo29YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.85573.05No
9469-WEJBTMale0YesNo37YesNoFiber opticNoNoYesYesNoYesMonth-to-monthYesElectronic check90.353419.3No
3331-HQDTWFemale0NoNo34YesYesFiber opticYesYesYesNoYesYesMonth-to-monthYesMailed check109.83587.25Yes
9490-DFPMDFemale1NoNo42YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check84.653541.35Yes
2581-VKIRTFemale0YesYes59YesYesDSLYesYesNoYesNoNoOne yearNoMailed check65.53801.3No
5442-XSDCWMale0YesYes11YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesBank transfer (automatic)79.5868.5Yes
7426-WEIJXMale1YesYes60YesYesFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check80.954859.1No
2851-MMUTZFemale0NoNo27YesNoDSLNoYesNoYesNoNoMonth-to-monthYesMailed check56.151439.35No
3049-NDXFLFemale0NoNo1YesYesFiber opticNoNoNoNoNoYesMonth-to-monthNoMailed check85.885.8Yes
8580-AECUZMale1NoNo1YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check79.179.1Yes
3307-TLCUDMale0YesNo17NoNo phone serviceDSLYesNoYesNoNoNoMonth-to-monthNoMailed check34.4592.75No
6625-FLENOMale0YesNo58YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.751185.95No
2967-MXRAVMale0YesYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check18.818.8No
7963-GQRMYFemale0YesYes3YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check44.3134.5Yes
8189-HBVRWFemale0NoNo53YesYesFiber opticYesYesYesNoNoNoMonth-to-monthNoElectronic check90.84921.2No
4163-KIUHYMale0NoNo35YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check25.6901.25No
1228-FZFRVMale0YesYes50YesYesFiber opticYesNoYesNoYesYesMonth-to-monthNoCredit card (automatic)105.955341.8Yes
3500-NSDOAMale0YesYes68YesYesDSLNoYesNoYesNoYesTwo yearNoCredit card (automatic)70.84859.95No
1171-TYKURMale0YesNo47YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check25.41139.2No
3761-FLYZIFemale1YesNo65YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesBank transfer (automatic)108.87082.45No
2058-DCJBEMale0NoNo5YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.75324.6Yes
5364-XYIRRMale0YesNo51YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check94.654812.75Yes
4829-AUOAXFemale0NoNo46YesYesFiber opticNoNoNoNoYesYesMonth-to-monthNoBank transfer (automatic)96.054399.5Yes
1219-NNDDOFemale0NoNo9YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check76.85663.55No
8388-DMKAEFemale0NoNo8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.25174.65No
4403-BWPAYMale0NoNo14YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesCredit card (automatic)24.8321.7No
9659-QEQSYFemale0NoNo45YesYesFiber opticYesYesYesYesYesYesMonth-to-monthYesElectronic check115.655125.5No
5405-ZMYXQFemale0NoNo8YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)74.6548.9No
5047-LHVLYMale1NoYes1YesNoDSLNoNoYesNoNoNoMonth-to-monthYesMailed check50.1550.15Yes
1442-OKRJEMale0YesYes66YesNoFiber opticYesYesYesNoYesYesOne yearYesBank transfer (automatic)103.157031.3No
4737-AQCPUMale0YesYes72YesYesDSLYesYesYesYesNoNoTwo yearNoCredit card (automatic)72.15016.65No
9158-VCTQBFemale0YesNo41YesYesFiber opticYesYesYesYesYesYesMonth-to-monthYesBank transfer (automatic)113.64594.95Yes
2808-CHTDMFemale0YesYes23YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.1611.45No
6311-UEUMEFemale0NoNo29YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check78.92384.15Yes
0793-TWELNFemale0NoNo4YesYesFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check80.15319.85No
3283-WCWXTMale0YesYes6YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.4153.3No
1060-ENTOFFemale1YesNo67YesYesFiber opticYesYesYesYesNoYesOne yearYesCredit card (automatic)105.47035.6No
0999-QXNSAMale1NoYes7YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check45.75344.2No
5451-MHQOFMale0YesYes56YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check24.451431.65No
4836-WNFNOFemale0YesNo72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)251849.2No
9225-BZLNZMale0YesNo72YesYesDSLYesYesYesNoYesYesTwo yearYesElectronic check85.256083.1No
0354-VXMJCMale0YesYes23YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.6426.65No
4422-QVIJAFemale0NoYes35YesYesDSLNoNoNoNoNoNoMonth-to-monthNoMailed check50.151655.35No
9365-SRSZEMale1YesNo27YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.551943.9No
6839-ITVZJFemale0YesYes26YesYesDSLNoYesNoYesNoNoMonth-to-monthYesElectronic check60.051616.15Yes
8332-OSJDWMale0YesYes12YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check26.4314.95No
4735-BJKOUFemale0NoNo40YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.15804.85No
0274-JKUJRMale0YesYes7NoNo phone serviceDSLYesYesYesNoYesYesMonth-to-monthNoMailed check58.85465.7No
5740-YHGTWMale0YesYes70YesYesFiber opticYesYesNoNoYesNoMonth-to-monthYesCredit card (automatic)97.556669.05No
8917-SZTTJMale0YesYes60YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.651161.75No
1696-MZVAUMale0YesYes39NoNo phone serviceDSLNoNoNoNoNoNoOne yearYesCredit card (automatic)25.25947.75No
7359-WWYJVMale0YesNo72YesYesFiber opticYesYesYesYesYesYesTwo yearNoCredit card (automatic)114.458375.05No
0375-HVGXOFemale0NoNo1NoNo phone serviceDSLNoNoNoNoYesNoMonth-to-monthYesElectronic check34.734.7Yes
4906-ZHGPKMale0YesYes54YesYesDSLNoYesNoYesYesNoOne yearYesElectronic check70.73770No
8593-WHYHVMale0NoNo3YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check85.3264.8Yes
3795-GWTRDFemale0YesYes63YesNoDSLYesYesYesYesYesNoTwo yearNoCredit card (automatic)75.554707.85No
1298-PHBTIMale0YesYes71YesYesFiber opticNoYesNoYesNoNoTwo yearYesElectronic check84.86152.4No
6223-DHJGVFemale0NoNo42YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check20.65958.1No
6961-MJKBOMale0NoNo47YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.45943No
6097-EQISJFemale0YesYes66YesYesFiber opticNoYesYesNoYesYesOne yearYesCredit card (automatic)102.456615.15Yes
4423-YLHDVFemale0YesNo21YesYesFiber opticYesNoYesNoYesYesMonth-to-monthYesBank transfer (automatic)104.42200.25Yes
8158-WPEZGMale0NoNo11NoNo phone serviceDSLNoYesNoYesNoNoMonth-to-monthYesElectronic check35.65425.1No
0107-YHINAMale0NoYes1YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check99.7599.75Yes
4918-FYJNTFemale1YesNo55YesYesFiber opticNoYesYesYesNoNoMonth-to-monthNoElectronic check90.455044.8No
0727-BNRLGMale0NoNo69YesYesFiber opticNoYesYesYesYesNoTwo yearYesCredit card (automatic)97.656743.55No
4854-CIDCFFemale1NoNo3YesNoFiber opticNoNoYesNoNoNoMonth-to-monthNoElectronic check73.85196.4No
8640-SDGKBMale0NoNo4YesNoDSLNoNoYesYesYesYesMonth-to-monthYesElectronic check74.4299.7Yes
3280-MRDOFMale1NoNo30YesYesDSLNoNoYesYesYesNoTwo yearYesCredit card (automatic)69.12093.9No
6435-SRWBJFemale0NoNo5YesYesFiber opticNoNoYesYesNoNoMonth-to-monthYesElectronic check82.75417.75No
9964-WBQDJFemale0YesNo71YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)24.41725.4No
6303-KFWSLFemale0NoNo29YesYesDSLNoYesNoNoNoNoOne yearYesElectronic check55.251620.2No
1702-CCFNJMale0YesNo52YesYesDSLNoYesNoYesNoNoMonth-to-monthNoBank transfer (automatic)61.353169.55No
8932-CZHRQMale0NoNo68YesYesDSLYesYesYesNoNoYesOne yearNoCredit card (automatic)76.755233.25No
0386-CWRGMFemale0YesYes46YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.4967.85No
5515-RUGKNMale0NoNo8YesNoDSLNoNoNoNoNoYesMonth-to-monthYesCredit card (automatic)54.75438.05No
0404-AHASPMale0YesNo72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.71421.9No
7279-NMVJCFemale0NoNo17YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)19.9323.15No
2081-VEYEHMale0NoNo3YesNoFiber opticNoYesYesYesYesYesMonth-to-monthYesElectronic check107.95318.6No
6407-UTSLVFemale1NoNo2YesNoFiber opticNoYesNoNoYesNoMonth-to-monthYesBank transfer (automatic)83.8163.7No
4116-TZAQJFemale0NoNo9YesNoFiber opticYesNoNoNoNoNoMonth-to-monthYesCredit card (automatic)74.25639.65Yes
9060-HJJRWFemale0NoNo51NoNo phone serviceDSLNoYesYesNoYesYesOne yearYesCredit card (automatic)56.42928.5No
2587-YNLESFemale0YesYes6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.1100.35No
7398-SKNQZFemale0YesNo3YesYesFiber opticNoNoNoNoYesYesMonth-to-monthNoElectronic check94.9273.2No
5935-FCCNBFemale1NoNo17YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check94.21608.15No
1958-RNRKSMale0YesNo30YesYesDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check49.91441.95No
5136-RGMZOMale0NoNo31YesYesDSLNoYesNoYesYesNoMonth-to-monthYesElectronic check71.052168.15No
8345-MVDYCFemale0NoNo45YesNoDSLYesNoYesYesYesYesTwo yearNoBank transfer (automatic)81.653618.7No
8226-BXGESMale0YesNo64YesYesFiber opticYesYesYesNoNoNoOne yearNoBank transfer (automatic)89.455692.65No
3877-JRJIPMale0NoNo1YesYesDSLNoNoNoNoYesNoMonth-to-monthYesElectronic check59.8559.85Yes
8375-DKEBRFemale1NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.669.6Yes
9705-IOVQQMale1YesYes61YesYesFiber opticNoYesNoNoYesYesOne yearNoElectronic check995969.3No
1015-OWJKIMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.0519.05No
7511-YMXVQMale0NoNo9NoNo phone serviceDSLNoNoNoNoYesYesMonth-to-monthYesElectronic check45.4418.8Yes
2040-XBAVJMale0YesYes72YesYesFiber opticYesYesYesYesYesYesTwo yearNoBank transfer (automatic)114.458100.55No
7551-JOHTIFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.519.5Yes
8887-IPQNCFemale0YesNo7YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check44.25313.45No
8646-JCOMSFemale0YesNo66YesYesFiber opticNoYesYesYesNoNoOne yearYesBank transfer (automatic)90.556130.95No
9804-ICWBGMale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.969.9Yes
1222-KJNZDMale0YesYes40YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesBank transfer (automatic)20.4745.3No
0106-GHRQRMale0NoNo16YesYesDSLNoYesYesNoNoYesMonth-to-monthYesBank transfer (automatic)71.41212.1No
5318-IXUZFFemale0NoNo2YesNoFiber opticNoYesNoNoYesNoMonth-to-monthYesBank transfer (automatic)87.15183.75Yes
3768-VHXQOMale0YesNo67YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)24.851583.5No
8952-WCVCDFemale0YesNo41YesNoFiber opticYesYesYesNoYesYesOne yearYesBank transfer (automatic)104.454162.05No
2418-TPEUNFemale0YesYes56YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)19.81119.9No
3963-RYFNSFemale0NoNo72YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)116.458013.55No
3198-VELRDFemale0YesYes3YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesBank transfer (automatic)84.75264.85Yes
8540-ZQGEAFemale0YesNo54YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.051102.4No
1320-REHCSMale1NoNo52YesYesFiber opticNoYesYesYesYesYesMonth-to-monthYesElectronic check110.755832No
4137-JOPHLFemale0NoNo50YesNoFiber opticNoNoYesYesNoYesTwo yearYesBank transfer (automatic)89.74304.5No
9436-ZBZCTMale0NoNo14YesYesFiber opticNoNoNoYesYesNoMonth-to-monthYesElectronic check89.951178.4Yes
7801-CEDNVMale0YesNo27YesNoDSLYesNoNoNoNoNoOne yearNoCredit card (automatic)48.71421.75No
2057-BOYKMFemale1YesNo72YesYesFiber opticYesYesYesYesNoNoTwo yearYesBank transfer (automatic)96.66827.5No
3658-QQJYDMale0NoNo62YesNoDSLYesYesNoNoYesYesOne yearYesCredit card (automatic)74.34698.05No
1803-BGNBDFemale0NoNo12YesNoDSLNoYesNoYesNoNoMonth-to-monthYesElectronic check54.3654.5No
0134-XWXCEFemale1NoNo44YesNoDSLNoNoYesYesYesYesOne yearNoBank transfer (automatic)74.853268.05No
6950-TWMYBMale0YesYes54YesNoFiber opticNoYesNoYesNoNoTwo yearYesBank transfer (automatic)79.954362.05No
5848-FHRFCFemale0NoNo68YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.051386.9No
2243-FNMMIMale0NoNo20YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.4415.4No
2511-MORQYMale0YesYes50YesYesDSLNoNoYesNoNoNoOne yearNoBank transfer (automatic)54.92614.1No
5356-KZCKTMale0NoNo58YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)24.451513.6No
9470-XCCEMMale0YesYes35YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesBank transfer (automatic)89.653161.6No
6519-CFDBXFemale0NoNo2YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check45.480.95No
3902-MIVLEMale0YesYes63YesYesDSLYesNoYesYesNoYesTwo yearNoMailed check75.74676.7No
0409-WTMPLFemale0YesNo58YesYesFiber opticYesYesYesNoYesYesOne yearYesCredit card (automatic)110.656526.65No
8763-KIAFHFemale0YesYes27YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check20.55583.3No
3669-WHAFYFemale0YesNo71YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)115.158078.1No
3055-VTCGSFemale0NoNo63YesNoDSLNoNoYesNoNoYesOne yearNoCredit card (automatic)58.553503.5No
3144-KMTWZMale0YesNo71YesYesFiber opticNoYesYesNoNoYesMonth-to-monthYesBank transfer (automatic)93.256669.45No
7279-BUYWNFemale1NoNo41YesYesFiber opticYesYesYesNoYesYesMonth-to-monthYesElectronic check113.24689.5Yes
7156-MHUGYMale1NoNo13YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check90.51201.15Yes
7198-GLXTCMale0NoNo2YesNoFiber opticNoNoNoNoYesNoMonth-to-monthNoElectronic check79143.65Yes
2007-QVGAWFemale0YesYes68YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)19.351292.65No
5207-PLSTKMale0YesYes1YesNoDSLYesNoNoNoNoNoMonth-to-monthYesMailed check48.7548.75No
2307-FYNNLMale1NoNo65YesYesFiber opticYesNoYesYesYesYesTwo yearYesElectronic check109.057108.2No
5605-XNWENMale1YesNo72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)251802.55No
2155-AMQRXFemale0NoNo28YesYesDSLNoNoNoYesNoNoMonth-to-monthYesCredit card (automatic)54.91505.15No
6181-AXXYFMale0YesYes72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)24.751859.1No
5091-HFAZWFemale0NoNo2YesNoFiber opticYesYesNoNoYesNoMonth-to-monthYesElectronic check91.15168.5No
0516-VRYBWFemale0NoYes18YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)20.15390.85Yes
2519-LBNQLMale1YesNo60YesYesFiber opticNoYesYesNoYesYesOne yearYesElectronic check104.356339.45No
8623-ULFNQFemale1NoNo26YesYesDSLNoNoNoYesNoYesMonth-to-monthYesElectronic check66.051652.4No
8380-PEFPEMale0NoYes1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check71.6571.65Yes
5687-DKDTVFemale0NoNo4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.3577.5Yes
1568-LJSZUMale0YesYes68YesYesDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)92.26392.85No
7530-HDYDSFemale0NoNo38YesNoFiber opticNoYesYesYesNoNoMonth-to-monthYesCredit card (automatic)84.253264.5Yes
7789-HKSBSFemale1YesNo42YesYesFiber opticYesNoYesNoYesYesOne yearYesBank transfer (automatic)105.24599.15No
7416-CKTEPFemale0YesNo57YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)19.61134.25No
2586-CWXVVMale0YesNo54NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthNoElectronic check30.41621.35No
3096-IZETNFemale0NoNo12YesNoFiber opticNoNoNoNoNoYesMonth-to-monthNoBank transfer (automatic)78.1947.3Yes
2348-KCJLTFemale0YesNo44YesNoDSLYesYesYesNoNoNoOne yearYesMailed check61.52722.2No
8401-EMUWFMale0YesYes42YesYesDSLYesYesNoNoYesNoMonth-to-monthYesBank transfer (automatic)69.43058.3No
4193-IBKSWMale0YesYes72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)24.751769.6No
5377-NDTOUFemale0YesYes71YesYesDSLYesYesYesYesYesYesTwo yearNoMailed check91.056293.75No
5922-ABDVOFemale0YesNo19YesYesFiber opticNoNoYesNoNoYesMonth-to-monthNoMailed check89.651761.05Yes
2474-LCNUEFemale0YesNo23YesYesDSLNoNoNoYesYesYesMonth-to-monthYesCredit card (automatic)73.651642.75No
0839-QNXMEFemale0NoNo30YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.4578.5No
3506-OVLKDMale0NoNo35YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)26.2954.9No
9172-ANCRXFemale0NoNo10YesYesFiber opticYesNoNoNoYesYesMonth-to-monthYesElectronic check98.7973.25Yes
6650-VJONKMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)43.8543.85No
2178-PMGCJMale0NoNo22YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check69.71490.4No
7492-TAFJDMale0YesYes7NoNo phone serviceDSLYesYesYesNoNoNoTwo yearNoMailed check38.55280No
2773-MADBQFemale0NoNo36NoNo phone serviceDSLYesYesYesYesNoYesTwo yearYesMailed check53.11901.25No
6016-LVTJQFemale0YesYes34YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.65716.4No
7860-KSUGXMale0YesYes72YesYesDSLYesYesYesNoNoNoTwo yearNoCredit card (automatic)64.454720No
8966-KZXXAMale0YesYes36YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.1930.95No
6910-HADCMFemale0NoNo1YesNoFiber opticNoNoYesNoNoNoMonth-to-monthNoElectronic check76.3576.35Yes
4816-LXZYWFemale0NoNo23YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check79.151676.95Yes
9606-PBKBQMale1YesNo32YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check852642.05Yes
5149-QYTTUFemale0YesYes71YesYesFiber opticYesYesYesYesNoNoOne yearYesCredit card (automatic)95.156770.85No
2070-XYMFHFemale1NoNo23YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesMailed check79.351835.3No
2085-BOJKIMale0YesNo17YesNoFiber opticNoNoYesNoYesYesOne yearYesBank transfer (automatic)96.651588.25No
0817-HSUSEMale0NoNo1YesNoDSLNoNoYesYesYesYesMonth-to-monthYesElectronic check75.575.5No
5442-PPTJYMale0YesYes12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.7258.35No
1927-QEWMYFemale0YesNo72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.51502.25No
1663-MHLHEMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.219.2No
5663-QBGISMale1YesNo72YesYesFiber opticNoYesNoNoYesYesTwo yearNoBank transfer (automatic)98.356929.4No
4450-MDZFXMale0YesYes60YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)74.354453.3No
6701-DHKWQFemale0YesYes61NoNo phone serviceDSLNoYesYesYesYesNoTwo yearNoCredit card (automatic)51.353244.4No
7554-AKDQFFemale0YesNo6YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check45.65323.45No
3536-IQCTXMale1YesNo32YesYesFiber opticNoNoNoNoNoYesMonth-to-monthNoElectronic check85.32661.1Yes
4911-BANWHFemale0NoYes31YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesCredit card (automatic)86.552697.4Yes
8496-EJAUIMale0NoNo19YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesCredit card (automatic)73.851424.5Yes
0794-YVSGEMale0YesYes72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.31401.15No
5423-BHIXOFemale0NoNo32YesYesDSLNoYesNoNoNoNoMonth-to-monthYesElectronic check54.21739.6No
6908-VVYHMMale0YesNo65YesYesFiber opticNoYesNoNoNoYesMonth-to-monthYesElectronic check90.655931No
2959-EEXWBFemale0YesYes45NoNo phone serviceDSLYesNoNoNoYesYesMonth-to-monthYesBank transfer (automatic)50.92333.85No
1839-UMACKMale0NoNo42YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoElectronic check25.05949.85No
3030-YDNRMMale0NoNo8YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.85572.45No
7321-KKSDUMale0NoYes32YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.5696.8No
3402-XRIUOFemale1YesNo22YesYesDSLYesYesNoYesNoNoMonth-to-monthYesMailed check63.551381.8No
3132-TVFDZMale1YesNo57NoNo phone serviceDSLNoNoNoNoYesYesMonth-to-monthYesElectronic check44.852572.95Yes
8286-AFUYIMale0NoNo1YesNoDSLYesNoNoNoNoNoMonth-to-monthNoElectronic check47.9547.95No
8080-DDEMJMale1NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check45.145.1Yes
8356-WUAOJFemale0YesNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check4545No
6365-MTGZXMale0NoNo24YesNoFiber opticNoNoNoYesYesYesMonth-to-monthYesElectronic check962122.45Yes
1349-WXNGGMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)20.0520.05Yes
8058-DMYRUMale1NoNo54YesYesFiber opticNoYesNoNoNoYesMonth-to-monthYesElectronic check90.054931.8No
9350-ZXYJCFemale0NoNo4YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)25.3116.95No
6990-YNRIOMale0YesYes65YesYesFiber opticYesNoYesYesYesYesTwo yearNoBank transfer (automatic)108.656937.95Yes
8958-JPTRRFemale0YesNo56YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoElectronic check24.31261.7No
6959-GQEGVMale0NoNo45YesNoDSLYesNoYesNoYesYesMonth-to-monthYesElectronic check75.953273.8No
3173-WSSUEFemale0YesYes71YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.71415.85No
1265-HVPZBMale0YesNo59YesNoDSLYesYesYesNoYesNoOne yearNoCredit card (automatic)66.43958.2No
4115-UMJFQMale0NoNo69NoNo phone serviceDSLNoYesYesNoNoNoOne yearYesBank transfer (automatic)35.752492.25No
7369-TRPFDMale0NoNo19YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check18.8279.2No
1098-KFQECFemale0YesYes55YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.41083No
7190-XHTWJFemale0NoNo38YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.3755.5No
0621-TWIEMMale0NoNo10YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check45.55402.6Yes
3537-RYBHHFemale1YesNo47YesYesDSLYesYesYesNoNoNoMonth-to-monthYesCredit card (automatic)67.453252No
2485-ITVKBFemale0YesNo2NoNo phone serviceDSLNoNoNoNoNoYesMonth-to-monthYesElectronic check35.168.75Yes
3669-OYSJIMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoCredit card (automatic)46.246.2Yes
1612-EOHDHFemale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check45.1545.15Yes
6702-OHFWRMale1NoNo1NoNo phone serviceDSLNoYesYesNoNoYesMonth-to-monthYesElectronic check43.343.3Yes
5296-BFCYDMale0YesYes46YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check20.1936.85No
4510-PYUSHFemale1NoNo38YesNoDSLYesYesNoNoNoNoMonth-to-monthYesCredit card (automatic)57.152250.65Yes
9359-JANWSFemale0YesNo65YesNoDSLYesNoYesYesNoNoTwo yearNoCredit card (automatic)58.93857.1No
7517-SAWMOFemale0YesNo19YesNoFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check73.21441.1Yes
4143-HHPMKMale0NoNo52YesNoFiber opticNoYesNoNoNoYesMonth-to-monthYesElectronic check85.354338.6Yes
3279-DYZQMMale0YesYes71YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.451378.45No
7054-LGEQWFemale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check45.9545.95Yes
0523-VNGTFFemale1NoNo52NoNo phone serviceDSLNoYesYesYesYesNoMonth-to-monthYesElectronic check50.52566.3No
9575-IWCAZMale0YesNo6YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check25.1171No
7105-MXJLLFemale1YesNo26YesNoDSLNoNoYesNoNoYesOne yearNoMailed check60.71597.4No
7064-FRRSWMale1NoNo48YesYesFiber opticNoYesNoNoYesYesOne yearYesElectronic check994744.35No
7940-UQQUGFemale0YesYes64YesYesFiber opticYesNoNoYesYesYesOne yearYesBank transfer (automatic)104.46721.6No
0923-PNFUBFemale0NoNo3YesNoFiber opticNoYesNoNoYesNoMonth-to-monthNoElectronic check83.75247.25Yes
3961-SXAXYMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)44.0544.05No
7010-BRBUUMale0YesYes72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)24.11734.65No
3566-HJGPKMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check45.5545.55No
3062-ICYZQFemale0YesYes51YesYesFiber opticYesYesNoNoNoYesMonth-to-monthYesElectronic check93.84539.35No
9938-PRCVKFemale0YesYes41YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.7804.25No
0973-KYVNFFemale0YesYes72YesNoDSLYesYesYesNoYesNoTwo yearYesCredit card (automatic)70.655011.15No
5129-HHMZCFemale0YesNo43YesYesDSLYesYesNoYesYesYesTwo yearNoCredit card (automatic)86.453574.5No
9637-CDTKZMale0YesNo72YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)114.18086.4No
3946-JEWRQMale0YesNo47YesYesFiber opticNoNoNoNoYesYesOne yearYesCredit card (automatic)95.24563No
7873-CVMAWMale0NoNo72YesYesDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)88.556362.35No
0463-WZZKOMale0NoNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)20.7567.1No
3494-JCHRQMale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.0570.05Yes
6474-FVJLCMale0NoNo2YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check86165.45Yes
4524-QCSSMMale0NoNo26NoNo phone serviceDSLYesYesNoNoNoYesMonth-to-monthYesBank transfer (automatic)44.651156.55No
5832-EXGTTMale0YesYes29YesNoDSLYesNoNoNoNoYesMonth-to-monthYesMailed check60.21834.15No
8840-DQLGNFemale1YesNo35YesYesFiber opticYesYesNoYesYesNoMonth-to-monthYesBank transfer (automatic)100.53653.35Yes
2039-JONDJMale0NoNo27YesNoDSLYesYesNoNoNoNoOne yearNoBank transfer (automatic)55.451477.65No
7217-JYHOQMale0YesYes24YesNoDSLYesYesNoYesNoYesMonth-to-monthYesCredit card (automatic)70.31706.45No
6695-FRVECMale0YesYes67YesNoDSLYesNoYesYesNoNoTwo yearYesBank transfer (automatic)60.43953.7No
4547-LYTDDFemale0NoNo16YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check72.651194.3Yes
9894-QMIMJFemale0NoNo23YesNoDSLNoYesYesNoNoNoOne yearNoBank transfer (automatic)55.81327.85No
8069-YQQAJMale0NoNo14NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthYesMailed check31.1419.7No
6770-XUAGNFemale0YesYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check2121Yes
4193-ORFCLFemale1NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check45.145.1Yes
1636-NTNCOMale1NoNo4NoNo phone serviceDSLNoYesNoNoYesYesMonth-to-monthYesCredit card (automatic)50.95207.35No
3466-WAESXMale0NoYes16YesYesDSLYesYesNoNoNoYesMonth-to-monthYesElectronic check69.11083.7No
9281-PKKZEFemale0YesNo46NoNo phone serviceDSLNoNoNoNoYesYesMonth-to-monthYesElectronic check43.952007.85No
3638-VBZTAMale0NoYes68YesYesDSLYesYesNoYesYesYesTwo yearYesBank transfer (automatic)86.55882.75No
7459-IMVYUMale0NoNo38YesYesDSLYesYesYesYesNoNoMonth-to-monthNoElectronic check69.952657.55No
7776-QWNFXMale1YesNo30YesNoDSLNoYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)50.41527.5Yes
6689-TCZHQFemale1NoNo5YesNoFiber opticNoNoNoNoNoYesMonth-to-monthNoElectronic check78.95378.4Yes
8563-OYMQYMale0NoNo17YesNoFiber opticNoYesYesNoNoYesMonth-to-monthYesCredit card (automatic)90.951612.2No
0754-EEBDCMale0YesYes4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.976.65No
5777-ZPQNCFemale0NoNo12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoElectronic check20.15260.7No
1951-IEYXMMale0YesYes72YesYesDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)90.66441.85No
3318-NMQXLMale0NoNo3YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check92266.8No
3143-ILDALMale0NoNo56YesYesFiber opticNoYesNoYesNoYesMonth-to-monthYesElectronic check94.455124.6Yes
1022-RKXDRFemale0NoNo41YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check24.85962.25No
2361-FJWNOMale0NoNo40NoNo phone serviceDSLNoYesNoYesNoNoOne yearNoCredit card (automatic)361382.9No
2272-UOINIFemale0NoNo7YesNoDSLYesYesNoYesYesYesMonth-to-monthYesElectronic check78.5571.05No
8232-UTFOZMale0NoNo69YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.951399.35No
3750-YHRYOMale0YesYes7YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.65150No
6637-KYRCVFemale0YesYes5NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthYesElectronic check30.5167.2No
5668-MEISBFemale0YesYes72YesYesFiber opticYesYesYesYesYesNoTwo yearNoCredit card (automatic)106.17657.4No
0129-QMPDRMale0YesYes44YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)20.5865.05No
7188-CBBBAFemale0NoNo65YesYesFiber opticNoYesYesNoYesNoOne yearYesElectronic check95.56153.85No
5356-CSVSQFemale0NoNo3YesYesDSLNoNoNoYesYesNoMonth-to-monthNoElectronic check64.6174.2No
3221-CJMSGMale0NoNo24YesNoDSLNoNoNoYesNoNoMonth-to-monthYesCredit card (automatic)51.11269.6No
4720-VSTSIFemale0NoNo44YesYesFiber opticNoYesYesNoNoNoMonth-to-monthYesBank transfer (automatic)84.83862.55Yes
3219-JQRSLFemale1YesNo72YesYesDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)89.16352.4No
2801-NISEIMale0NoNo24YesNoDSLYesNoNoYesNoNoMonth-to-monthNoElectronic check54.951348.5No
3946-MHCZWMale0NoNo1YesNoDSLNoNoYesNoNoNoMonth-to-monthNoMailed check50.950.9Yes
4623-ZKHLYMale0YesNo22YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesBank transfer (automatic)20.45471.55No
6732-VAILEMale0YesYes70YesYesDSLNoYesYesYesYesYesTwo yearYesCredit card (automatic)85.955931.75No
8201-AAXCBMale0YesYes25YesYesDSLNoNoNoNoYesNoMonth-to-monthNoElectronic check60.351404.65No
7696-CFTATMale0YesYes37YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.8726.1No
1845-CSBRZFemale1YesYes22YesYesFiber opticNoNoNoNoYesNoMonth-to-monthNoBank transfer (automatic)85.351961.6No
2123-VSCOTFemale0YesYes59YesYesDSLNoNoYesYesYesNoTwo yearYesBank transfer (automatic)72.14194.85No
6651-AZVTJMale0YesYes49YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check99.84872.45Yes
4566-GOLUKMale0YesYes47YesYesFiber opticNoNoYesYesYesYesMonth-to-monthYesBank transfer (automatic)107.355118.95Yes
2484-DGXPZFemale0YesYes31YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.55658.95Yes
2018-QKYGTMale0YesYes1YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check81.0581.05No
2792-VPPETMale0NoNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check20.576.95No
7409-JURKQFemale0YesNo53YesYesFiber opticNoYesYesYesYesYesOne yearYesBank transfer (automatic)111.85809.75No
3247-MHJKMMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.220.2No
1964-SVLEAMale0NoNo20YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check19.7415.9No
4587-NUKOXFemale0NoNo3YesNoFiber opticYesYesNoNoNoNoMonth-to-monthYesElectronic check79.1246.5Yes
7297-DVYGAFemale0NoNo51YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)19.85996.95No
2239-CGBUZFemale0YesNo51YesNoDSLYesYesNoYesNoNoOne yearYesBank transfer (automatic)60.53145.15No
0854-UYHZDFemale0YesYes13YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.55265.3No
7243-LCGGZFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.920.9No
8267-KFGYDMale0NoYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check21.0521.05No
4890-VMUAVMale0NoNo63YesYesDSLYesYesYesYesNoNoOne yearNoElectronic check71.54576.3No
9261-WDCAFMale0NoNo3YesNoDSLNoNoNoNoNoYesMonth-to-monthNoMailed check54.65189.1No
3764-MNMOIMale0NoNo46YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.2908.15No
7442-YGZFKMale0NoNo1YesYesDSLNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)49.849.8No
0420-BWTPWMale0NoYes8NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoMailed check25.5215.2Yes
8229-BUJHXFemale0YesYes71YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.51500.95No
7449-HVPIVMale0YesYes55YesYesFiber opticNoNoYesNoYesNoMonth-to-monthYesCredit card (automatic)90.45099.15No
5504-WSIURFemale0NoNo70YesYesFiber opticNoYesYesYesNoNoOne yearYesBank transfer (automatic)90.256385.95No
8183-ONMXCFemale0NoNo2YesNoFiber opticNoNoNoNoNoYesMonth-to-monthNoElectronic check80.75159.45Yes
8466-PZBLHMale0YesYes67YesYesFiber opticYesNoNoYesYesYesTwo yearNoBank transfer (automatic)104.66885.75No
9614-RMGHAMale0YesNo65YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesBank transfer (automatic)91.855940.85Yes
8735-IJJEGMale0YesNo14YesNoDSLNoNoYesNoNoNoMonth-to-monthNoCredit card (automatic)50.2668.85No
0564-MUUQKFemale0YesYes20YesYesFiber opticNoNoYesYesNoYesMonth-to-monthYesBank transfer (automatic)95.51916.2No
5054-IEXZTMale0NoYes1YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check75.3575.35Yes
5834-ASPWAMale0NoNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check75.4575.45Yes
0701-RFGFIFemale0YesYes49YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesBank transfer (automatic)95.44613.95No
0019-EFAEPFemale0NoNo72YesYesFiber opticYesYesYesNoYesNoTwo yearYesBank transfer (automatic)101.37261.25No
5619-PTMIKFemale0YesNo46YesYesDSLYesNoNoNoNoNoMonth-to-monthNoElectronic check53.12459.8No
3737-XBQDDMale0NoNo24YesYesFiber opticNoYesYesNoNoNoMonth-to-monthYesBank transfer (automatic)84.852048.8No
5882-CMAZQFemale0YesYes5NoNo phone serviceDSLNoYesNoYesNoNoMonth-to-monthNoElectronic check34.25163.55No
5846-QFDFIFemale0YesYes33YesYesFiber opticNoYesYesYesNoNoMonth-to-monthNoCredit card (automatic)88.62888.7No
4445-KWOKWFemale0NoNo42YesYesDSLYesYesNoNoNoNoOne yearYesBank transfer (automatic)60.152421.6No
3511-APPBJMale0NoNo23YesNoFiber opticYesNoYesNoYesYesOne yearYesCredit card (automatic)99.952292.75No
7967-HYCDEMale0NoNo8YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)70.7553.4No
2430-RRYUWMale0NoNo66YesNoDSLYesYesNoNoNoNoOne yearYesMailed check54.83465.7No
3948-XHGNAMale0NoNo24YesNoDSLYesNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)49.551210.4Yes
3723-BFBGRMale1NoNo24YesYesDSLNoYesNoNoNoNoMonth-to-monthNoCredit card (automatic)54.81291.3No
0565-IYCGTMale0NoNo69YesYesDSLYesYesYesYesNoYesOne yearYesCredit card (automatic)78.65356.45Yes
5447-WZAFPFemale0NoNo53YesNoFiber opticNoYesYesNoYesYesOne yearYesMailed check100.35200.8No
5110-CHOPYFemale0NoNo60NoNo phone serviceDSLYesNoYesNoYesYesTwo yearNoElectronic check53.63237.05No
5445-UTODQFemale0YesNo7YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check81.1576.65Yes
4425-OWHWBFemale0NoNo20YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesCredit card (automatic)19.35433.75No
7892-QVYKWFemale0YesYes23YesYesFiber opticNoNoNoNoNoYesMonth-to-monthNoElectronic check85.61868.4No
9675-ICXCTMale0YesYes72YesNoDSLYesNoYesYesYesYesTwo yearYesElectronic check80.85728.55No
1024-VRZHFMale0YesNo11YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.95825.7Yes
4703-MQYKTMale0NoNo21YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.6390.4No
9497-QCMMSMale1NoNo1YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check93.5593.55Yes
5692-ICXLWMale1NoNo31YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check90.72845.15No
0602-DDUMLFemale0NoNo57YesNoDSLNoYesYesYesYesNoTwo yearNoMailed check69.753894.4No
2208-MPXIOFemale0YesYes45YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)20886.4No
1960-UYCNNMale0NoNo10YesYesFiber opticNoYesYesNoNoYesMonth-to-monthYesElectronic check95.251021.55No
0348-SDKOLFemale0YesNo58YesYesFiber opticNoNoYesYesYesYesMonth-to-monthYesCredit card (automatic)102.15885.4Yes
3190-FZATLMale0NoYes14YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.95268.4No
7336-RLLRHMale0YesNo27YesYesDSLYesNoNoYesYesYesOne yearNoMailed check80.852204.35No
4373-MAVJGFemale0YesYes14YesYesFiber opticNoYesNoNoNoYesMonth-to-monthYesBank transfer (automatic)90.91259Yes
8901-HJXTFFemale0YesYes12NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthNoMailed check29.2309.1Yes
7710-JSYOAFemale0YesYes69YesYesFiber opticNoYesNoYesNoYesTwo yearYesBank transfer (automatic)93.36398.05No
5419-KLXBNFemale0YesYes25YesNoFiber opticNoYesYesNoYesNoMonth-to-monthYesBank transfer (automatic)89.152257.75Yes
3424-NMNBOMale1YesNo58YesYesFiber opticYesYesYesNoYesYesOne yearYesElectronic check108.856287.25Yes
9885-MFVSUFemale0YesYes35NoNo phone serviceDSLYesNoNoYesYesNoTwo yearYesCredit card (automatic)46.351662.05No
4514-GFCFIFemale1NoNo16YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check84.751350.15Yes
0607-MVMGCMale0YesYes45YesYesDSLNoYesYesNoYesYesOne yearNoCredit card (automatic)78.753600.65No
3365-SAIGSFemale0NoNo17YesNoFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check83.551329.15No
9828-AOQLMFemale0YesYes1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check45.745.7Yes
8022-BECSIMale0NoNo22YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.6422.5No
8000-REIQBFemale1NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.9569.95Yes
9993-LHIEBMale0YesYes67YesNoDSLYesNoYesYesNoYesTwo yearNoMailed check67.854627.65No
0266-CLZKZFemale0YesYes67YesYesFiber opticNoNoYesYesYesYesTwo yearYesBank transfer (automatic)105.656717.9No
7615-ESMYFFemale0YesNo2NoNo phone serviceDSLNoNoNoNoYesYesMonth-to-monthNoElectronic check44.697.1Yes
3858-VOBETMale0NoNo23YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.951710.45Yes
7020-OZKXZFemale1NoNo9YesNoFiber opticNoNoYesNoNoNoMonth-to-monthNoCredit card (automatic)75.5637.4No
3977-QCRSLFemale0NoNo5YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.15117.95No
0017-DINOCMale0NoNo54NoNo phone serviceDSLYesNoNoYesYesNoTwo yearNoCredit card (automatic)45.22460.55No
1447-PJGGAFemale0NoNo57YesNoFiber opticNoNoYesNoYesYesTwo yearYesElectronic check95.255464.65Yes
8565-CLBZWMale0NoNo24YesYesFiber opticNoNoYesNoYesNoMonth-to-monthYesMailed check89.852165.05Yes
9139-WQQDYFemale0YesYes49YesYesFiber opticNoYesNoNoYesYesOne yearNoMailed check100.454941.8Yes
0224-HJAPTMale0NoNo5YesYesDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check47.15223.15Yes
8086-OVPWVMale0NoNo2YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check80.2181.1Yes
9430-FRQOCFemale0NoYes4YesYesFiber opticNoNoYesYesNoNoMonth-to-monthYesMailed check87.1341.45Yes
7639-OPLNGMale0YesYes70YesYesDSLYesYesYesYesYesNoTwo yearYesBank transfer (automatic)79.255731.85No
3074-GQWYXMale0NoNo5YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)75.9357.75Yes
1492-QGCLUMale0YesYes53YesYesDSLYesNoYesYesYesYesMonth-to-monthNoElectronic check85.74616.1No
6845-RGTYSFemale0YesNo47YesYesFiber opticYesYesYesNoYesNoMonth-to-monthYesElectronic check98.754533.7Yes
7328-OWMOMFemale0NoYes31YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)20.1589.25No
4418-LZMSVMale0YesYes13YesNoDSLNoYesYesYesNoNoMonth-to-monthNoBank transfer (automatic)61.8750.1No
5155-AZQPBFemale0YesYes28YesYesDSLNoNoNoNoNoNoMonth-to-monthNoMailed check49.91410.25No
8861-HGGKBFemale0NoNo10YesYesFiber opticNoNoNoNoNoYesMonth-to-monthNoElectronic check86.45830.85Yes
1087-GRUYIMale0YesNo38YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.4743.5No
7065-YUNRYFemale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check45.345.3Yes
7694-VLBWQMale0YesNo67YesYesFiber opticNoYesYesNoYesYesOne yearNoElectronic check104.17040.85Yes
2546-KZAATMale0YesNo52YesNoDSLYesYesNoNoYesYesOne yearYesMailed check75.43865.45No
0181-RITDDMale0YesYes62YesNoFiber opticYesYesYesYesYesYesTwo yearNoMailed check108.156825.65No
5989-PGKJBFemale0NoNo16YesNoFiber opticNoYesNoNoNoYesMonth-to-monthYesElectronic check86.251340.1No
4795-KTRTHFemale1YesNo5YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check81371.65Yes
8272-ONJLVMale0NoNo12YesNoFiber opticNoNoYesNoYesYesOne yearNoElectronic check95.71184No
1488-PBLJNFemale0YesYes72YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)116.858477.7No
0308-GIQJTMale1NoNo71YesYesFiber opticNoYesNoYesYesYesOne yearNoBank transfer (automatic)105.757382.85No
3778-FOAQWFemale0YesNo24YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.15456.85No
4452-ROHMOFemale0NoNo15YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.6331.6No
6481-OGDOOMale0YesNo67YesNoFiber opticYesYesNoNoNoYesOne yearYesCredit card (automatic)90.66056.15Yes
3090-LETTYMale0NoYes2YesYesDSLYesYesNoNoNoNoMonth-to-monthNoBank transfer (automatic)60.95134.6No
5349-AZPEWFemale0YesYes5NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoMailed check25.05125.5No
3753-TSEMPFemale0YesNo15YesNoFiber opticNoNoNoNoYesYesMonth-to-monthNoElectronic check88.151390.6Yes
8305-VHZBZMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.220.2Yes
9720-JJJORMale0YesYes41YesNoDSLYesYesYesNoNoNoOne yearYesBank transfer (automatic)60.32511.3No
8100-HZZLJFemale0NoYes43YesNoDSLYesYesNoNoNoYesMonth-to-monthYesElectronic check63.952737.05No
8775-ERLNBMale1YesNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check74.374.3No
8309-IEYJDFemale1NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check70.670.6No
9172-JITSMFemale0YesYes26YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check90.82361.8Yes
6298-QDFNHMale0NoNo22YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check79.351730.35Yes
7398-HPYZQMale0YesNo71YesYesDSLYesYesYesYesYesYesTwo yearNoBank transfer (automatic)90.556404No
3546-GHEAEMale0NoNo7YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.45165.35No
7361-YPXFSFemale1NoNo28YesYesDSLNoYesYesYesNoNoMonth-to-monthNoBank transfer (automatic)64.451867.6No
6557-BZXLQMale1NoNo16YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check69.651043.3No
2550-QHZGPMale0NoNo7YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.5128.6No
7519-JTWQHFemale0NoNo69YesYesFiber opticNoYesYesYesYesYesTwo yearYesBank transfer (automatic)110.57455.45No
2538-OIMXFFemale0NoYes1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoMailed check24.724.7No
8543-MSDMFMale0NoNo3YesNoDSLYesNoYesNoYesYesMonth-to-monthYesElectronic check77.4206.15No
9961-JBNMKMale1NoNo21YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesBank transfer (automatic)96.82030.3Yes
1170-SASMLFemale0YesNo69YesYesFiber opticNoYesYesNoNoNoMonth-to-monthYesBank transfer (automatic)85.45869.4No
4872-JCVCAFemale0YesNo71NoNo phone serviceDSLYesYesYesYesNoNoTwo yearYesBank transfer (automatic)47.63377.8No
5346-BZCHPFemale0YesYes69YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.41346.2No
2038-LLMLMFemale0NoNo48YesYesFiber opticNoNoYesYesYesYesMonth-to-monthYesElectronic check103.854946.05No
6173-ITPWDMale0YesNo47YesYesFiber opticNoYesYesNoNoNoMonth-to-monthYesBank transfer (automatic)83.354065Yes
9734-UYXQIFemale0NoNo2YesYesDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check49.4106.55Yes
1216-BGTSPMale0NoNo45YesYesFiber opticYesNoYesYesYesYesMonth-to-monthYesCredit card (automatic)108.454964.7No
4138-NAXEDMale0NoNo51YesYesFiber opticNoYesNoNoNoNoMonth-to-monthNoBank transfer (automatic)814085.75No
2189-UXTKYFemale0YesNo22YesYesDSLYesNoNoYesYesYesMonth-to-monthYesElectronic check79.21742.75Yes
0744-BIKKFMale0NoNo72YesYesDSLYesYesYesYesYesYesTwo yearNoBank transfer (automatic)86.656224.8No
7483-IQWIBMale0YesYes37YesYesFiber opticNoYesYesNoYesNoMonth-to-monthYesElectronic check92.953415.25No
5248-KWLARMale0YesYes71YesYesDSLYesYesYesYesYesYesTwo yearNoElectronic check90.356325.25No
4958-GZWIYMale0YesYes7YesNoDSLNoNoYesNoNoNoMonth-to-monthNoElectronic check48.7340.25Yes
7996-MHXLWFemale0NoNo66YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)25.151683.6No
7833-PKIHDMale0YesYes51YesNoDSLYesNoNoYesYesYesOne yearYesBank transfer (automatic)76.43966.3No
7061-OVMIMFemale0YesYes30YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)19.55608.5No
5153-RTHKFFemale0NoNo34YesYesFiber opticNoNoNoNoYesNoMonth-to-monthNoElectronic check85.352896.6No
1852-QSWCDMale0YesYes64YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check24.81514.85No
4832-VRBMRMale1YesNo65YesYesFiber opticNoYesYesNoYesYesOne yearYesBank transfer (automatic)103.156792.45No
9079-LWTFDMale0NoNo47YesYesFiber opticYesYesNoYesYesNoMonth-to-monthNoMailed check100.754669.2No
6356-ELRKDFemale0NoNo1YesNoFiber opticYesNoNoNoYesYesMonth-to-monthYesElectronic check95.695.6Yes
8624-GIOUTFemale0NoNo49YesYesDSLYesYesNoNoNoNoMonth-to-monthYesCredit card (automatic)59.752934.3Yes
3392-EHMNKFemale0YesYes67YesYesFiber opticNoYesNoYesYesNoTwo yearNoCredit card (automatic)94.16302.8No
5986-WWXDVMale0NoYes39YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)19.35779.2No
3061-BCKYIMale0NoNo14YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.9283.75No
6179-GJPSOFemale1NoNo43YesNoFiber opticYesYesNoYesYesYesMonth-to-monthYesCredit card (automatic)108.154600.7Yes
7901-TBKJXMale1NoNo56YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check101.055594No
7228-PAQPDFemale0NoNo14YesNoDSLNoNoNoYesNoYesOne yearNoCredit card (automatic)59.1772.85No
3177-LASXDFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check71.3571.35Yes
7746-QYVCOMale0YesYes16YesNoDSLYesYesNoNoNoNoOne yearYesMailed check55.85857.8No
5804-HYIEZMale0YesYes70YesYesFiber opticYesYesNoNoYesYesMonth-to-monthYesElectronic check106.057554.05No
9919-FZDEDMale1YesNo72YesYesDSLYesYesYesNoYesYesTwo yearYesCredit card (automatic)84.15981.65No
5934-TSSAUFemale0YesYes23YesNoFiber opticNoNoYesNoNoNoMonth-to-monthYesCredit card (automatic)75.31702.9No
3486-KHMLIMale0NoYes21YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check24.7467.15No
4897-QSUYCFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.1520.15Yes
1084-UQCHVMale0NoYes1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)69.7569.75Yes
8290-YWKHZFemale1YesNo32YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check93.22931Yes
2955-BJZHGMale0YesYes17YesNoFiber opticNoNoNoNoYesNoMonth-to-monthNoElectronic check80.851400.85Yes
3806-DXQOMFemale0NoNo4NoNo phone serviceDSLYesYesNoNoNoNoMonth-to-monthYesElectronic check33.65137.85Yes
6784-XYJAEFemale0NoNo36YesYesDSLNoNoYesNoNoNoOne yearNoElectronic check55.81941.5No
3933-DQPWXFemale0NoNo50NoNo phone serviceDSLNoYesYesYesNoNoTwo yearNoCredit card (automatic)39.71932.75No
6661-EIPZCFemale0YesYes48NoNo phone serviceDSLNoNoNoYesNoNoMonth-to-monthYesCredit card (automatic)29.51423.05No
8957-THMOAFemale0NoYes50YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.15970.85No
2251-PYLPBMale0YesNo72YesYesDSLYesYesYesYesNoYesTwo yearNoCredit card (automatic)79.555810.9No
5555-RNPGTMale0NoYes10YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)24.8223.9No
1057-FOGLZFemale0NoNo18YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.65391.7No
9300-RENDDMale0NoNo1YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check79.9579.95Yes
0761-AETCSFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check19.319.3Yes
8087-LGYHQMale0NoNo9YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check94.05811.65No
4137-BTIKLMale0NoNo2YesYesFiber opticYesNoNoNoNoYesMonth-to-monthNoMailed check90.75174.75No
2190-BCXECFemale0YesNo40YesYesFiber opticNoNoNoYesNoNoMonth-to-monthYesCredit card (automatic)78.853126.85No
6227-FBDXHMale0YesNo69YesYesFiber opticNoNoYesNoYesYesOne yearNoBank transfer (automatic)99.56841.45No
2153-MREFKFemale0YesNo37YesYesFiber opticYesNoYesYesNoYesOne yearYesElectronic check99.23754.6Yes
2911-WDXMVMale0NoYes18YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesCredit card (automatic)80.551406.65No
7206-PQBBZMale1YesNo11YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.2834.7No
3106-ULWFWFemale0YesNo8YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesCredit card (automatic)85.2627.4Yes
0925-VYDLGFemale0NoNo3YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check75.25242Yes
4547-FZJWEMale0YesYes55YesNoDSLYesNoNoNoNoYesOne yearNoCredit card (automatic)59.453157No
7422-WNBTYMale0YesNo33YesYesFiber opticNoYesYesNoNoYesMonth-to-monthYesElectronic check93.353092No
0842-IWYCPFemale0NoNo46YesNoDSLNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)44.952168.9No
3521-HTQTVMale0NoNo34YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)26.1980.35No
3744-ZBHONFemale0NoNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check20.265.95No
3373-DIUUNMale0YesYes30YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check21.25711.9No
8383-SGHJUFemale0NoNo33YesYesDSLYesNoNoYesNoNoOne yearNoElectronic check59.41952.8No
7607-QKKTJMale0YesYes45YesYesFiber opticNoYesYesNoNoYesOne yearYesCredit card (automatic)954368.85No
7707-PYBBHMale0NoNo40YesNoDSLYesYesNoYesNoNoMonth-to-monthYesMailed check61.92647.1No
8984-HPEMBFemale0NoNo71YesYesFiber opticYesYesYesYesYesYesTwo yearYesElectronic check118.658477.6No
4349-GFQHKMale0NoNo1YesYesDSLNoNoYesNoNoNoMonth-to-monthNoElectronic check54.3554.35Yes
4139-DETXSFemale0YesYes72NoNo phone serviceDSLYesYesYesYesYesYesTwo yearNoBank transfer (automatic)64.454528No
9779-DPNEJFemale0YesYes22YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check80.151790.65No
9805-FILKBMale0YesYes46YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)20.2845.6No
5793-YOLJNFemale0YesYes55YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check211210.3No
0673-IGUQOMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.4520.45No
4123-FCVCBFemale0NoNo12YesYesDSLNoNoNoYesYesYesOne yearYesMailed check75.85854.45No
8819-IMISPMale0NoNo31YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check80.452429.1No
7802-EFKNYMale0YesNo5NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check24.95100.4Yes
8311-UEUABFemale0YesYes67YesYesDSLYesNoNoNoYesYesTwo yearYesElectronic check75.55229.45No
5858-EAFCZMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check44.4544.45No
8035-BUYVGMale0YesNo40NoNo phone serviceDSLYesYesYesNoNoNoOne yearYesElectronic check42.351716.45Yes
1163-ONYEYMale0YesYes41YesYesDSLYesYesYesNoYesNoMonth-to-monthYesCredit card (automatic)74.553023.55No
9787-XVQIUMale0NoNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check75.375.3Yes
8945-MUQUFMale0NoNo51YesYesFiber opticYesYesNoNoYesNoOne yearYesElectronic check94.84837.6Yes
5656-MJEFCMale0YesYes42NoNo phone serviceDSLYesNoYesYesYesNoTwo yearNoCredit card (automatic)48.152032.3No
6082-OQFBAMale0YesYes23YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.65436.9No
8051-HJRLTFemale1NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.5570.55Yes
8974-OVACPFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.1520.15No
4010-YLMVTFemale0NoNo56YesYesFiber opticYesYesNoNoYesYesMonth-to-monthYesCredit card (automatic)106.65893.95No
1379-FRVEBMale0NoYes15YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check911430.05No
8612-GXIDDMale0YesYes12YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)25.4313No
6288-CHQJBFemale0YesYes54YesNoDSLYesNoYesYesNoYesTwo yearNoBank transfer (automatic)69.953871.85No
8160-HOWOXFemale0NoNo7YesNoDSLNoNoNoNoYesYesMonth-to-monthYesElectronic check66.85458.1No
3023-GFLBRFemale0YesYes33YesYesFiber opticNoNoNoNoNoYesMonth-to-monthNoCredit card (automatic)86.152745.7Yes
6648-INWPSMale0YesYes16YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check20.15341.35No
4223-BKEORFemale0NoYes21YesNoDSLYesNoYesNoNoYesOne yearNoMailed check64.851336.8No
4079-VTGLKMale1YesNo30YesYesDSLNoNoYesNoYesYesTwo yearNoElectronic check74.852181.75No
1763-WQFUKMale0NoNo3YesNoDSLNoNoNoYesNoNoMonth-to-monthYesMailed check50.5147.75No
1391-UBDARMale0NoNo11YesNoFiber opticNoNoYesNoNoNoMonth-to-monthNoElectronic check72.9818.45No
8894-JVDCVFemale0NoNo62YesYesFiber opticYesYesYesYesYesYesOne yearYesCredit card (automatic)115.057133.45No
2023-VQFDLMale0NoNo18YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check19348.8No
1345-GKDZZMale0NoYes6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.55128.6No
2014-MKGMHFemale0NoNo46YesYesFiber opticNoNoYesNoYesYesOne yearYesElectronic check101.14674.4No
5628-FCGYGMale0NoNo21YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check84.11737.45No
2560-WBWXFMale0NoNo68YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)24.151498.85No
0248-IPDFWFemale0NoNo1YesYesDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check50.150.1No
7978-DKUQHFemale0YesNo25YesNoFiber opticNoNoYesNoNoNoMonth-to-monthYesElectronic check74.61797.75No
4335-UPJSIFemale0NoYes24YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.75498.1No
0524-IAVZOFemale0YesNo30YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check852624.25Yes
2737-YNGYWFemale0NoNo2YesNoFiber opticNoNoNoNoNoYesMonth-to-monthNoElectronic check80.55184.1Yes
1784-EZDKJMale0YesNo51YesYesFiber opticNoYesYesNoYesYesOne yearYesBank transfer (automatic)106.85498.8No
9297-FVVDHFemale0YesYes57YesYesDSLYesNoYesYesYesYesTwo yearYesElectronic check84.54845.4No
8007-YYPWDFemale0NoNo15YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)25.05369.1No
7101-HRBLJFemale0YesYes72YesNoDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)83.76096.9No
5159-YFPKQFemale0NoNo2YesNoFiber opticNoNoYesNoNoNoMonth-to-monthYesElectronic check75.8160.75Yes
6635-CPNUNMale0YesNo28YesYesFiber opticNoYesYesNoYesNoMonth-to-monthNoCredit card (automatic)96.62684.35No
4021-RQSNYMale1YesNo29YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check98.53004.15Yes
5453-YBTWVMale0YesYes70YesNoFiber opticYesYesYesYesYesNoTwo yearYesCredit card (automatic)101.16994.8No
5039-LZRQTFemale0NoNo13YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.2273.25No
2931-VUVJNFemale1YesNo59YesYesFiber opticYesYesYesYesNoNoOne yearYesElectronic check94.055483.9No
9061-TIHDAMale1YesNo13YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check95.251233.65Yes
8699-ASUFOMale1YesNo7YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check74.4527.9Yes
6418-PIQSPFemale0YesNo62YesNoDSLYesNoYesYesYesYesTwo yearNoMailed check814985.9No
8220-OCUFYFemale0NoNo21YesNoDSLYesNoYesYesNoNoOne yearYesElectronic check60.251258.35No
3995-WFCSMFemale0NoNo2YesNoDSLNoNoYesNoNoYesMonth-to-monthNoElectronic check60.85111.4No
1895-QTKDOFemale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoCredit card (automatic)43.9543.95No
2038-OEQZHMale0NoNo4YesNoFiber opticNoNoYesNoNoYesMonth-to-monthNoElectronic check86.05308.1No
1178-PZGABFemale0NoNo19YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)20.25383.65No
7927-AUXBZFemale0NoNo30YesNoFiber opticNoNoNoYesYesNoMonth-to-monthNoElectronic check85.152555.9Yes
2626-VEEWGMale0YesYes67YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)19.41284.2No
2878-RMWXYMale1YesNo72YesYesFiber opticYesYesYesNoNoYesTwo yearYesCredit card (automatic)102.657550.3No
1657-DYMBMMale0YesNo53YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.91110.05No
7311-MQJCHFemale0NoNo5YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoElectronic check19.5599.6No
7375-WMVMTMale1YesNo71YesNoFiber opticNoYesYesYesNoYesTwo yearYesCredit card (automatic)95.56707.15No
1136-XGEQUFemale0YesYes50YesYesDSLNoYesYesYesYesYesOne yearYesCredit card (automatic)84.154164.4No
2530-FMFXOMale0YesYes56YesYesFiber opticNoNoYesYesYesYesTwo yearYesElectronic check103.25873.75No
6844-DZKRFMale0NoNo2YesNoDSLNoNoNoYesNoNoMonth-to-monthYesCredit card (automatic)50.2109.25No
4695-WJZUEFemale1NoNo2YesYesFiber opticNoNoYesNoNoYesMonth-to-monthYesElectronic check88.55179.25Yes
7619-ODSGNMale0YesYes24YesYesDSLYesNoNoNoNoNoMonth-to-monthNoElectronic check54.751338.15Yes
5970-GHJAWMale0YesYes46YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.95862.4No
8879-XUAHXMale0YesNo71YesYesFiber opticYesYesYesYesYesYesTwo yearYesElectronic check116.258564.75No
3689-MOZGRFemale0NoNo29NoNo phone serviceDSLNoNoNoYesNoNoMonth-to-monthYesElectronic check31.2926.2No
4195-PNGZSMale0YesYes69YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)24.451718.2No
5003-XZWWOMale0YesNo71YesYesDSLNoYesYesYesYesYesTwo yearNoCredit card (automatic)84.25956.85No
3988-RQIXOFemale1NoNo1YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check91.391.3Yes
7622-FWGEWMale1YesNo56YesNoDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)85.654824.45No
6922-NCEDIMale0NoYes56YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check21.21238.65No
2514-GINMMMale0NoNo1YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check79.579.5Yes
9891-NQDBDFemale0YesNo28YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check25.55672.2No
6131-IUNXNFemale0YesYes19YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.2382.2No
8548-AWOFCMale0YesNo66YesYesDSLNoNoNoYesNoYesMonth-to-monthNoElectronic check63.854264.6No
9798-DRYDSFemale0YesYes17YesYesDSLNoNoYesYesNoNoOne yearYesMailed check61.951070.7No
8532-UEFWHMale0YesYes52YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.751345.85No
6296-DDOORFemale0NoNo19YesNoDSLNoYesNoNoYesNoOne yearNoElectronic check58.21045.25No
7951-VRDVKFemale0NoNo36YesNoDSLYesYesYesYesYesYesOne yearNoBank transfer (automatic)85.853003.55No
5931-FLJJFMale1YesNo7YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check70.1467.55Yes
4815-YOSUKMale0YesYes72YesYesFiber opticYesYesYesYesNoYesOne yearYesCredit card (automatic)104.97537.5No
2659-VXMWZMale0YesYes67YesYesFiber opticYesYesYesNoYesYesOne yearYesElectronic check111.37482.1Yes
0380-NEAVXMale1NoNo34YesNoFiber opticNoYesYesNoYesYesOne yearYesElectronic check99.853343.15No
3207-OYBWHMale1YesNo57YesYesFiber opticNoYesYesNoNoYesMonth-to-monthYesBank transfer (automatic)95.255427.05Yes
4285-GYRQCFemale0YesNo7YesNoFiber opticNoNoYesNoYesNoMonth-to-monthYesElectronic check86.25587.1Yes
7216-EWTRSFemale1YesNo1YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check100.8100.8Yes
4365-MSDYNMale0YesNo8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesBank transfer (automatic)19.55161.15No
7036-TYDECFemale0NoNo69YesYesFiber opticNoNoYesYesYesYesTwo yearNoElectronic check1047028.5No
5802-ADBRCFemale0YesNo50YesYesFiber opticYesNoYesNoYesYesOne yearYesMailed check104.45232.9No
8076-FEZKJMale0NoNo10YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.5225.85No
5197-YPYBZFemale0YesYes12YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.25274.7No
8337-MSSXBFemale0NoNo14YesNoFiber opticNoYesNoNoNoYesMonth-to-monthYesElectronic check86.31180.95Yes
4312-GVYNHFemale0YesNo70NoNo phone serviceDSLYesNoYesYesNoYesTwo yearYesBank transfer (automatic)49.853370.2No
8495-LJDFOFemale1NoNo64YesYesFiber opticYesNoYesYesYesYesMonth-to-monthYesBank transfer (automatic)108.957111.3No
0839-JTCUDFemale0YesYes66YesYesDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)89.95958.85No
5494-WOZRZFemale0YesYes71YesNoDSLYesNoYesYesYesYesTwo yearYesCredit card (automatic)825999.85No
1302-UHBDDMale1NoNo20YesNoFiber opticNoNoNoNoYesYesMonth-to-monthNoElectronic check89.951648.45No
2234-EOFPTMale0YesNo72YesNoDSLYesYesNoYesYesYesTwo yearYesBank transfer (automatic)79.355753.25No
8619-IJNDKFemale0YesYes71YesNoDSLYesYesYesYesNoNoTwo yearNoCredit card (automatic)64.054492.9No
8378-LKJAFMale0YesYes38YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesCredit card (automatic)101.153956.7No
8182-BJDSIFemale0NoNo28YesYesFiber opticNoYesNoNoNoYesMonth-to-monthYesElectronic check89.952625.55Yes
2528-HFYZXMale1YesNo17YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check76.451233.4Yes
1153-GNOLCMale0NoNo33NoNo phone serviceDSLNoYesNoNoYesNoOne yearYesElectronic check39.11309No
3298-QEICAFemale0YesYes23NoNo phone serviceDSLYesNoNoYesNoNoTwo yearNoMailed check34.6813.45No
0788-DXBFYMale0YesYes58YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesElectronic check19.551108.8No
3597-YASZGFemale1YesNo70YesYesFiber opticNoYesNoYesYesYesTwo yearYesBank transfer (automatic)104.457349.35No
3496-LFSZUMale0YesNo4YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check70.5294.2No
5242-UOWHDMale0YesYes45YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.35929.2No
2482-CZGBBMale0NoNo10YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70740Yes
6479-SZPLMMale0YesYes36YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.45754.5No
8097-VBQTZMale0NoNo54YesNoDSLYesYesNoYesYesNoMonth-to-monthYesMailed check69.93883.3No
4500-HKANNMale0YesYes23YesYesDSLNoYesNoYesNoNoTwo yearNoMailed check59.71414.2No
9917-KWRBEFemale0YesYes41YesYesDSLYesYesYesNoYesNoOne yearYesCredit card (automatic)78.353211.2No
3420-ZDBMAMale1NoNo5YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check71.45371.6No
2212-LYASKMale0YesYes27NoNo phone serviceDSLNoYesYesNoNoYesOne yearYesCredit card (automatic)45.851246.4No
1393-IMKZGFemale0NoNo1YesNoFiber opticNoNoNoYesYesYesMonth-to-monthYesElectronic check95.8595.85No
8069-RHUXKFemale0YesYes67NoNo phone serviceDSLYesNoNoYesNoNoTwo yearNoCredit card (automatic)35.72545.7No
3398-GCPMUFemale1YesYes72YesYesDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)89.556448.85No
2908-WGAXLFemale0YesYes56YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)24.951468.9No
3378-AJRAOMale0YesYes44YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoElectronic check24.851013.6No
1013-QCWAMFemale1YesNo66YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check100.86690.75No
0866-QLSIRFemale0NoNo34YesYesDSLYesYesNoYesNoNoOne yearYesMailed check64.42088.75Yes
6050-FFXESFemale0YesNo69YesYesFiber opticNoNoYesYesYesYesTwo yearNoBank transfer (automatic)105.357240.65No
7181-BQYBVFemale0YesYes1YesYesFiber opticYesNoYesNoYesYesMonth-to-monthYesElectronic check102.45102.45Yes
0362-RAOQOFemale0NoNo40YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.65830.25No
9554-DFKICMale0YesYes30YesYesDSLYesNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)54.451588.7No
5527-ACHSOFemale0NoNo11YesNoDSLNoNoNoYesYesYesMonth-to-monthNoMailed check70.5829.3No
0829-DDVLKFemale0NoNo15YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)20.1302.45No
1399-UBQIUMale0NoNo11YesNoDSLNoNoYesNoYesYesMonth-to-monthYesElectronic check69.35712.25No
1813-JLKWRFemale0YesYes64YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)19.81336.65No
0336-PIKEIMale1YesNo72YesNoDSLYesYesYesYesYesNoTwo yearNoBank transfer (automatic)74.45360.75No
7322-OCWHCMale1YesNo72YesYesFiber opticYesYesYesYesNoNoTwo yearYesBank transfer (automatic)93.056735.05No
9537-VHDTAFemale0NoYes1YesNoDSLYesNoNoNoNoNoMonth-to-monthNoMailed check51.251.2No
4957-TIALWFemale0NoYes15YesNoDSLYesYesYesYesNoNoOne yearNoCredit card (automatic)65.61010No
2054-PJOCKFemale0NoNo60YesYesDSLNoNoYesYesYesYesOne yearNoCredit card (automatic)80.554847.05No
9150-HEPMBMale0NoNo56YesNoDSLYesNoYesNoNoNoOne yearNoMailed check52.73019.7No
9030-QGZNLFemale0NoNo8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.85161.65No
6204-IEUXJFemale0NoNo3YesNoFiber opticNoNoYesYesNoNoMonth-to-monthNoCredit card (automatic)80.1217.55Yes
3126-WQMGHFemale0YesNo49YesYesDSLNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)52.152583.75No
4529-CKBCLFemale0NoNo2YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check80.2146.05Yes
2506-CLAKWFemale0NoNo6YesNoFiber opticYesYesYesYesNoYesMonth-to-monthYesBank transfer (automatic)98.15567.45Yes
7176-WRTNXMale0NoNo70YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)114.957711.25No
1583-IHQZEMale0NoNo12YesYesFiber opticNoYesYesYesYesYesMonth-to-monthYesMailed check112.951384.75Yes
5732-IKGQHMale1YesNo52YesNoFiber opticYesNoYesYesYesYesOne yearYesBank transfer (automatic)104.455481.25No
9239-GZHZEFemale0YesNo72YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)113.658124.2No
7205-BAIADFemale0NoNo40YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)20.6827.3No
0151-ONTOVFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoMailed check70.970.9Yes
4140-MUHUGFemale1NoNo3YesNoFiber opticNoNoYesNoYesNoMonth-to-monthYesElectronic check86.85220.95Yes
0093-EXYQLFemale1NoNo40YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check91.553673.6No
8064-RAVOHMale0NoYes1YesNoDSLNoNoYesNoNoNoMonth-to-monthYesElectronic check49.8549.85No
0219-QAERPMale0YesNo30YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19.8576.65No
0320-JDNQGMale0YesYes23YesNoFiber opticYesNoNoYesYesYesMonth-to-monthYesElectronic check99.852331.3Yes
7180-PISOGMale0YesYes1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.574.5Yes
9168-INPSZFemale1YesNo44YesYesFiber opticNoNoYesYesYesYesMonth-to-monthNoElectronic check104.154495.65No
3571-RFHARMale0NoNo65YesYesFiber opticNoYesYesYesYesYesMonth-to-monthYesElectronic check109.156941.2Yes
0015-UOCOJFemale1NoNo7YesNoDSLYesNoNoNoNoNoMonth-to-monthYesElectronic check48.2340.35No
5334-AFQJBMale1NoNo72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)25.11789.9No
2754-SDJRDFemale1NoNo8YesYesFiber opticNoNoNoYesYesYesMonth-to-monthYesCredit card (automatic)100.15908.55No
9578-VRMNMFemale0NoNo16YesYesDSLNoNoYesNoNoYesMonth-to-monthYesCredit card (automatic)65.21043.35Yes
1587-FKLZBMale1YesYes66YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesCredit card (automatic)99.56822.15Yes
6140-QNRQQMale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check71.5571.55Yes
8963-JLGJTMale0NoYes3YesNoDSLYesNoYesNoNoNoMonth-to-monthNoMailed check55.9157.55No
4307-KTUMWMale0YesNo53YesYesFiber opticYesNoYesNoNoYesMonth-to-monthNoElectronic check93.95029.2Yes
1465-LNTLJMale1YesNo8YesNoDSLNoNoYesYesNoYesMonth-to-monthYesCredit card (automatic)64.4581.7No
5440-FLBQGMale1YesNo69YesYesFiber opticNoYesYesYesYesYesTwo yearYesBank transfer (automatic)108.47318.2Yes
2135-DQWAQFemale0NoNo5YesNoFiber opticNoYesNoNoYesNoMonth-to-monthYesMailed check85.3420.45No
4056-QHXHZFemale0YesYes72YesYesFiber opticYesNoYesYesYesYesTwo yearNoMailed check107.457576.7No
7470-MCQTKFemale0YesNo13NoNo phone serviceDSLNoNoYesNoYesYesMonth-to-monthYesBank transfer (automatic)48.75633.4Yes
7488-MXJIVFemale0NoNo4YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check85.65321.65Yes
7401-JIXNMFemale0YesYes54YesYesDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)91.34965No
9339-FIIJLMale0YesNo72YesYesDSLNoYesYesYesYesYesTwo yearNoBank transfer (automatic)85.956151.9No
2027-FECZVMale0NoNo12YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check106.71253.9Yes
2672-DZUOYMale0NoNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check25.1525.15Yes
4706-DGAHWMale1NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check45.245.2No
3870-MQAMGFemale0YesNo54YesYesFiber opticNoYesYesYesYesYesOne yearNoElectronic check110.355893.15Yes
6670-MFRPKMale0YesYes69YesYesFiber opticNoNoYesNoNoNoTwo yearYesCredit card (automatic)79.25420.65No
6177-PEVRAFemale0NoNo48YesNoDSLYesYesNoNoNoNoTwo yearNoCredit card (automatic)55.52627.35No
4800-CZMPCFemale0YesYes48YesYesFiber opticYesYesNoNoYesYesOne yearYesCredit card (automatic)103.255037.55Yes
4813-HQMGZFemale0YesNo8YesYesFiber opticNoNoNoYesNoYesMonth-to-monthYesElectronic check90.25743.75No
7579-KKLOEMale0YesYes71YesYesDSLYesYesYesYesYesYesTwo yearYesMailed check91.256589.6No
7377-DMMRIMale0NoNo2YesNoDSLYesNoNoNoNoNoMonth-to-monthYesElectronic check47.892.45Yes
8402-EIVQSMale0YesNo67YesNoFiber opticYesYesNoNoYesYesOne yearYesCredit card (automatic)100.96733.15No
4947-DSMXKMale0YesYes34YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesBank transfer (automatic)97.73410No
7245-NIIWQFemale0NoNo3YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.85199.85No
0002-ORFBOFemale0YesYes9YesNoDSLNoYesNoYesYesNoOne yearYesMailed check65.6593.3No
3324-OIRTOMale0YesYes71YesNoFiber opticYesYesYesNoYesYesOne yearYesBank transfer (automatic)104.657288.4No
5414-OFQCBMale0NoNo57YesYesFiber opticNoNoNoYesYesNoTwo yearYesCredit card (automatic)90.455229.8No
4967-WPNCFMale0NoNo72NoNo phone serviceDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)63.74464.8No
8552-OBVRUFemale1YesYes48YesNoFiber opticYesNoYesYesYesYesMonth-to-monthYesElectronic check104.55068.05No
8499-BRXTDMale0NoNo18YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.1401.85No
9154-QDGTHMale0YesYes43YesYesFiber opticNoNoYesYesYesYesOne yearYesCredit card (automatic)104.34451.85No
8197-BFWVUFemale0YesYes72YesYesDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)93.256688.95No
2577-GVSILMale0YesYes35YesYesDSLNoNoNoYesYesYesOne yearYesBank transfer (automatic)73.452661.1No
9367-OIUXPMale0NoNo4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.773.05No
6770-UAYGJFemale0YesYes49YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.251211.65No
6463-HHXJRFemale0YesYes71YesYesFiber opticYesYesYesNoYesNoTwo yearNoBank transfer (automatic)100.57030.65No
7928-VJYABMale0YesYes11YesNoFiber opticNoNoNoNoYesYesMonth-to-monthNoElectronic check90.61020.2No
1187-WILMMMale0YesYes63YesYesDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)89.45597.65No
9776-OJUZIFemale1NoNo65YesYesFiber opticNoYesYesNoYesNoMonth-to-monthYesBank transfer (automatic)95.456223.3No
1306-RPWXZFemale0NoYes49YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.451024.65No
8949-JTMAYFemale0NoNo29YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesCredit card (automatic)98.62933.2Yes
2774-LVQUSFemale1YesNo15YesYesFiber opticNoNoYesYesNoNoMonth-to-monthYesElectronic check83.051258.3Yes
3097-PYWXLFemale0YesYes4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check19.9582.9No
2266-SJNATFemale0YesNo72YesYesFiber opticNoYesYesYesYesYesOne yearNoCredit card (automatic)109.157789.6No
0869-PAPRPFemale1YesNo26YesNoFiber opticNoNoYesNoYesNoMonth-to-monthYesCredit card (automatic)85.72067No
4238-JSSWHFemale1YesNo35YesYesFiber opticNoNoYesNoYesYesMonth-to-monthNoBank transfer (automatic)102.053452.55No
2972-YDYUWFemale0NoNo57YesYesFiber opticNoYesNoYesNoYesOne yearNoElectronic check94.75468.95No
1104-FEJAMMale0YesYes28YesYesDSLNoYesNoNoNoYesMonth-to-monthNoElectronic check64.41802.15No
2809-ILCYTFemale0YesNo25YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check26.8733.55No
5499-ECUTNFemale0YesNo47YesNoDSLYesNoYesNoYesNoOne yearYesCredit card (automatic)66.053021.45No
4981-FLTMFFemale0YesYes57YesYesDSLYesYesNoYesNoNoMonth-to-monthNoBank transfer (automatic)65.23687.85No
9121-PHQSRMale1YesNo16YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesCredit card (automatic)85.051391.15No
3113-IWHLCMale0NoNo5YesNoDSLYesNoYesNoNoNoMonth-to-monthYesMailed check55.8274.35No
3211-ILJTTMale0YesNo17YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)70.41214.05Yes
4612-THJBSFemale1NoNo56YesYesFiber opticNoYesYesNoYesYesOne yearYesBank transfer (automatic)104.755510.65Yes
4277-BWBMLMale0YesYes72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.951322.85No
4094-NSEDUFemale1NoNo21YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check94.251973.75Yes
0234-TEVTTFemale0YesYes48NoNo phone serviceDSLYesNoYesNoNoYesOne yearNoCredit card (automatic)452196.3No
4304-TSPVKFemale0YesNo68YesYesFiber opticYesYesYesYesYesYesTwo yearNoBank transfer (automatic)114.97843.55No
1552-AAGRXFemale0NoNo30YesYesFiber opticYesNoNoYesYesYesMonth-to-monthNoBank transfer (automatic)106.43211.9No
2637-FKFSYFemale0YesNo3YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check46.1130.15No
9796-MVYXXFemale1NoNo14NoNo phone serviceDSLYesNoYesYesNoNoTwo yearNoMailed check39.7692.35No
7874-ECPQJFemale0NoYes4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesBank transfer (automatic)20.0585.5No
0020-INWCKFemale0YesYes71YesYesFiber opticNoYesYesNoNoYesTwo yearYesCredit card (automatic)95.756849.4No
7089-RKVSZMale0YesYes8YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check24.4203.95No
2683-JXWQQMale0YesYes61NoNo phone serviceDSLYesNoYesNoNoNoMonth-to-monthNoBank transfer (automatic)33.62117.2No
9548-ZMVTXMale0YesYes72YesYesFiber opticNoYesYesYesNoNoTwo yearNoBank transfer (automatic)90.456565.85No
8739-XNIKGFemale0NoNo5YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check84424.75No
9755-JHNMNFemale0NoNo49YesNoDSLYesYesYesYesNoNoTwo yearNoBank transfer (automatic)67.43306.85No
3981-QSVQIMale0NoNo8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesBank transfer (automatic)19.7168.9No
2789-HQBOUMale0NoNo3YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check80.35253.8No
9424-CMPOGMale0YesYes9YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.6197.4No
5067-WJEUNMale0YesYes67YesNoDSLYesYesNoNoNoNoTwo yearYesBank transfer (automatic)54.23838.2No
3450-WXOATMale0NoNo46YesNoDSLNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)45.22065.15No
9251-WNSODFemale0YesNo67YesYesDSLYesYesYesNoNoYesOne yearNoMailed check75.15064.45No
6974-DAFLIFemale0YesNo55YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoElectronic check19.71140.05No
2616-UUTFKMale0YesNo33YesYesDSLYesYesYesNoYesNoMonth-to-monthYesBank transfer (automatic)72.752447.45No
7064-JHXCEMale0YesYes62YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.051263.9No
5103-MHMHYFemale0NoYes1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check45.9545.95Yes
7989-AWGEHMale0YesYes49NoNo phone serviceDSLYesNoNoNoNoYesMonth-to-monthYesElectronic check39.21838.15No
4373-VVHQLMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check44.7544.75No
4559-UWIHTMale0YesNo14YesYesFiber opticNoYesYesNoNoNoMonth-to-monthYesElectronic check82.651185No
7268-IGMFDMale1NoNo18YesYesFiber opticNoNoYesYesYesNoMonth-to-monthNoBank transfer (automatic)93.91743.9No
1846-XWOQNFemale1NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.1570.15Yes
0235-KGSLCFemale0NoNo1YesNoFiber opticNoNoYesNoYesNoMonth-to-monthYesCredit card (automatic)85.5585.55Yes
6650-BWFRTFemale0YesNo72YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)117.158529.5No
9570-KYEUAMale0NoNo64YesYesFiber opticYesNoYesYesNoYesTwo yearNoCredit card (automatic)99.256549.45No
6993-YGFJVMale0YesNo69YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)112.557806.5No
2712-SYWAYFemale0NoNo1YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check25.725.7No
0730-BGQGFMale0YesYes71YesYesDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)90.36287.3No
5498-IBWPIFemale0YesYes66YesNoDSLNoNoNoYesNoNoOne yearYesCredit card (automatic)49.43251.85No
9101-NTIXFMale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.450.6No
0013-SMEOEFemale1YesNo71YesNoFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)109.77904.25No
9314-QDMDWMale0NoNo11YesNoDSLNoYesNoNoYesNoOne yearYesElectronic check61.25729.95No
9308-ANMVEMale0NoYes47YesNoDSLYesYesNoNoNoNoMonth-to-monthYesElectronic check55.32654.05No
2884-GBPFBFemale0YesNo35YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.32416.55Yes
3757-NJYBXMale1YesNo32YesYesFiber opticNoYesYesNoYesYesMonth-to-monthNoBank transfer (automatic)106.353520.75Yes
3413-DHLPBMale0YesYes60YesYesFiber opticNoYesNoYesYesYesMonth-to-monthYesBank transfer (automatic)103.755969.95No
7649-PHJVRMale0NoNo11YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.5226.8No
6114-TCFIDFemale0NoNo29NoNo phone serviceDSLYesYesNoYesNoNoOne yearNoCredit card (automatic)39.51082.75No
3787-TRIALMale0YesYes21NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check26.05565.75No
2573-GYRUUMale1YesNo48YesYesFiber opticNoNoYesNoNoYesMonth-to-monthYesCredit card (automatic)91.054370.75No
5156-UMKOWFemale0NoYes3NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthNoMailed check29.6590.05No
1247-QBVSHFemale0YesYes43YesNoDSLNoYesNoNoNoNoMonth-to-monthNoMailed check50.22169.4No
6734-GMPVKMale0NoNo5YesYesFiber opticNoYesYesNoYesYesMonth-to-monthNoElectronic check105.3550.6No
9822-OAOVBFemale0NoNo1YesNoDSLNoNoNoNoNoYesMonth-to-monthYesElectronic check55.4555.45No
6161-ERDGDMale0YesYes71YesYesDSLYesNoYesYesYesYesOne yearNoElectronic check85.456300.85No
1226-JZNKRFemale0YesYes8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoElectronic check19.8160.05No
7318-EIVKOMale0NoNo8YesYesDSLNoNoNoNoYesNoMonth-to-monthYesElectronic check59.25436.6No
3771-PZOBWMale0NoNo20YesYesFiber opticNoNoYesNoYesNoMonth-to-monthYesCredit card (automatic)90.71781.35No
5136-KCKGIFemale0YesYes33YesYesFiber opticYesNoYesNoYesYesOne yearYesMailed check103.73467Yes
8231-BSWXXMale0NoNo71YesYesFiber opticNoYesNoNoNoNoOne yearYesCredit card (automatic)79.055552.5No
6486-LHTMAFemale1YesNo31YesYesFiber opticNoNoYesNoYesNoOne yearYesElectronic check90.72835.5No
4083-BFNYKFemale1YesNo38YesYesFiber opticYesYesNoNoNoYesOne yearNoCredit card (automatic)953591.25No
3722-WPXTKMale0NoNo1YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check88.3588.35Yes
7389-KBFITFemale0YesYes2NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthYesMailed check30.2563.75No
7176-WIONMFemale0YesNo12NoNo phone serviceDSLNoNoYesNoYesYesMonth-to-monthYesBank transfer (automatic)49.85617.15No
5141-ZUVBHFemale0NoYes9YesNoFiber opticYesNoYesYesNoYesMonth-to-monthNoBank transfer (automatic)93870.25No
1089-HDMKPMale1NoYes11YesNoDSLNoYesNoYesNoNoMonth-to-monthYesElectronic check54.55601.25No
7623-HKYRKMale0NoYes6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.7111.65No
0310-SUCINFemale0YesNo71YesNoDSLYesYesYesYesYesYesOne yearYesBank transfer (automatic)84.86046.1No
5197-PYEPUFemale0YesYes42YesYesFiber opticYesYesNoNoYesNoOne yearYesCredit card (automatic)94.453923.8No
2929-ERCFZFemale0YesYes8YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check94.2777.3Yes
7548-SEPYIFemale0NoNo5YesNoFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check96.25512.45Yes
8835-VSDSEFemale0YesNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.7141.45Yes
6619-RPLQZFemale0YesYes45YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.85892.15No
3275-RHRNEMale0YesYes28NoNo phone serviceDSLNoYesYesYesYesYesOne yearYesCredit card (automatic)601682.05No
3503-TYDAYFemale0YesNo43YesYesFiber opticNoYesNoNoNoNoMonth-to-monthNoElectronic check80.453398.9No
6901-GOGZGMale0NoYes60YesYesDSLYesNoYesYesYesYesTwo yearYesElectronic check84.954984.85No
1623-NLDOTFemale0YesNo42NoNo phone serviceDSLNoYesNoYesNoNoOne yearNoMailed check33.551445.3Yes
7021-XSNYEMale0YesYes7NoNo phone serviceDSLYesNoYesYesNoYesTwo yearNoCredit card (automatic)49.65305.55No
9621-OUPYDFemale0YesNo25YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)20.2507.9No
9898-KZQDZFemale1YesYes40YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesCredit card (automatic)94.553640.45Yes
8982-NHAVYMale0NoNo27YesYesFiber opticNoNoYesNoYesYesOne yearYesBank transfer (automatic)100.52673.45No
4307-KWMXEMale0NoNo10NoNo phone serviceDSLNoYesNoYesNoNoMonth-to-monthNoElectronic check35.75389.8No
0141-YEAYSFemale1NoNo27YesYesFiber opticNoYesYesNoNoNoMonth-to-monthYesBank transfer (automatic)86.452401.05No
2450-ZKEEDFemale0NoNo11YesNoDSLNoNoYesYesNoNoOne yearNoBank transfer (automatic)53.8651.55No
3694-DELSOMale0YesYes4NoNo phone serviceDSLYesNoNoNoYesNoMonth-to-monthNoCredit card (automatic)38.55156.1No
3893-JRNFSMale0NoNo68NoNo phone serviceDSLNoNoYesNoNoYesMonth-to-monthYesBank transfer (automatic)39.92796.35No
9603-OAIHCMale1NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.0570.05No
1133-KXCGEFemale0NoNo18YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.1407.05No
5236-PERKLFemale0NoNo57YesYesFiber opticYesYesYesNoYesYesTwo yearYesBank transfer (automatic)112.956465Yes
0142-GVYSNMale0NoNo26YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check20.3511.25No
1049-FYSYGFemale0YesNo17NoNo phone serviceDSLNoYesYesNoNoNoMonth-to-monthYesCredit card (automatic)35.65646.05No
7854-FOKSFMale0NoNo1NoNo phone serviceDSLNoNoNoNoNoYesMonth-to-monthNoElectronic check35.935.9Yes
2519-FAKODMale0NoYes38YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesBank transfer (automatic)99.253777.15Yes
8406-LNMHFMale1YesNo59YesNoFiber opticYesYesYesNoNoNoOne yearYesCredit card (automatic)82.954903.15No
1821-BUCWYMale0NoNo30YesNoDSLYesNoYesNoNoNoTwo yearYesMailed check55.651653.85No
8263-JQAIKMale1NoNo2NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesMailed check24.4547.5Yes
0023-UYUPNFemale1YesNo50YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoElectronic check25.21306.3No
8314-DPQHLMale0NoNo9NoNo phone serviceDSLYesNoYesYesNoYesOne yearNoMailed check50.8463.6No
1465-WCZVTFemale0YesYes3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.6560.65No
9481-SFCQYFemale0NoYes14YesNoDSLNoNoYesNoYesNoMonth-to-monthYesCredit card (automatic)59.8824.85No
6360-SVNWVFemale1NoNo31YesNoFiber opticYesNoNoNoNoNoMonth-to-monthYesCredit card (automatic)73.552094.65No
0567-GGCACFemale0NoNo7YesNoDSLYesYesYesNoNoNoMonth-to-monthNoElectronic check61.4438.9No
7089-IVVAZFemale0NoNo8YesYesFiber opticYesNoNoYesYesYesMonth-to-monthYesBank transfer (automatic)103.35847.3Yes
8884-MRNSUMale0YesYes17YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)19.9329.75No
2171-UDMFDMale0YesYes32YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)19.45674.55No
9050-IKDZAFemale1NoNo2YesNoFiber opticNoNoNoNoYesNoMonth-to-monthNoMailed check81.5162.55No
2205-YMZZJMale1NoNo7YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check84.8546.95Yes
9802-CAQUTFemale0YesYes72YesYesFiber opticYesYesYesNoYesYesTwo yearNoCredit card (automatic)109.557887.25No
1254-IZEYFFemale1NoNo31YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check99.953186.65Yes
0187-WZNABFemale0YesYes27YesNoFiber opticYesNoNoNoNoNoMonth-to-monthNoMailed check74.41972.35No
9492-TOKRIFemale0NoNo18YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesCredit card (automatic)901527.35Yes
1475-VWVDOMale0NoNo7YesNoFiber opticNoNoYesNoNoNoMonth-to-monthYesElectronic check74.9490.55No
9221-OTIVJFemale1NoNo14YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check104.851531.4Yes
1357-MVDOZMale0YesYes11YesNoDSLNoNoYesNoYesNoMonth-to-monthYesBank transfer (automatic)59.65683.25No
7602-MVRMBFemale0YesYes72YesYesFiber opticYesNoYesYesYesYesTwo yearYesBank transfer (automatic)110.458058.85No
3325-FUYCGMale0YesYes28YesYesFiber opticYesYesNoNoYesYesOne yearNoElectronic check106.12847.4Yes
5908-QMGOEMale1NoNo15YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)74.21133.9Yes
1197-BVMVGFemale1NoNo4YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.45294.45No
5406-KGRMXFemale0NoNo71YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoElectronic check24.551719.15No
8481-YYXWGFemale0NoNo5YesNoFiber opticNoYesNoYesNoYesMonth-to-monthYesElectronic check89.35461.7Yes
5968-HYJRZMale0YesYes47YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check24.551160.45No
5198-EFNBMMale1YesNo57YesNoFiber opticNoYesYesNoYesNoOne yearYesElectronic check90.655199.8No
7516-GMHUVMale1YesNo50YesYesFiber opticYesNoYesNoYesYesTwo yearYesCredit card (automatic)105.055163.3No
7140-ADSMJMale0NoNo8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)20.45162.3No
2230-XTUWLFemale0YesYes48YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.55883.35No
7706-YLMQAFemale0NoNo70YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)19.71341.5No
2585-KTFREMale0NoYes1YesNoDSLYesYesNoYesNoYesMonth-to-monthYesBank transfer (automatic)70.4570.45No
7994-UYIVZMale0YesNo8YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesBank transfer (automatic)85.65659.45No
2609-IAICYFemale0NoNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check77.1577.15Yes
1740-CSDJPMale0NoNo1NoNo phone serviceDSLNoNoNoNoNoYesMonth-to-monthYesBank transfer (automatic)35.2535.25Yes
7717-BICXIMale0YesYes60YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.551205.05No
6559-RAKOZMale0YesYes49YesYesFiber opticNoNoNoYesYesYesOne yearYesElectronic check97.954917.9No
2636-OHFMNMale0YesNo4NoNo phone serviceDSLNoYesNoNoYesYesMonth-to-monthYesElectronic check48.55201Yes
4716-MRVENFemale0NoNo29YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20599.3No
2143-LJULTFemale0YesNo67YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)25.251733.15No
1323-OOEPCFemale0YesNo53YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesCredit card (automatic)98.45149.5Yes
3200-MNQTFMale0YesNo67YesYesDSLYesYesYesYesNoNoTwo yearNoCredit card (automatic)70.94677.1No
6164-HXUGHFemale0YesYes6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.85119.3No
5630-IXDXVFemale0NoNo47YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check106.354849.1No
0320-DWVTUFemale0NoNo53YesNoFiber opticYesYesYesYesNoYesTwo yearNoMailed check99.55424.25No
9135-MGVPYMale0YesNo69YesNoDSLYesYesYesYesYesYesTwo yearYesMailed check84.75878.9No
1212-GLHMDMale0NoNo3YesNoFiber opticYesNoNoNoNoYesMonth-to-monthYesMailed check86.05244.85No
7878-JGDKKMale0NoNo4YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check44.55220.75No
1088-AUUZZMale0YesYes56YesYesDSLYesYesNoYesNoYesTwo yearYesCredit card (automatic)75.854261.2No
0397-GZBBCMale1YesNo59YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesBank transfer (automatic)93.855574.75Yes
6614-YWYSCMale1YesNo61YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)251501.75No
9588-OZDMQFemale0YesNo2YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check4589.75No
7641-EUYETMale1YesYes46YesYesFiber opticYesYesYesNoYesNoMonth-to-monthYesElectronic check100.74541.2Yes
6476-EPYZRMale0YesYes12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.5255.5No
9921-ZVRHGFemale0NoNo14YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesElectronic check80.451072Yes
1174-FGIFNFemale0YesYes28YesYesFiber opticNoNoNoYesNoYesOne yearYesElectronic check90.452509.25No
6620-HVDUJMale0NoNo24YesNoDSLYesYesNoYesNoNoMonth-to-monthNoBank transfer (automatic)60.451440.75No
4701-MLJPNMale0NoNo31YesNoDSLNoNoYesYesNoNoMonth-to-monthYesElectronic check55.251715.65Yes
1032-MAELWFemale0YesYes68YesYesDSLYesYesYesYesNoYesOne yearYesElectronic check78.455333.35No
7641-TQFHNMale0NoYes39YesYesFiber opticNoNoNoYesYesYesTwo yearNoMailed check100.553895.35No
1552-TKMXSFemale0YesNo42YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)20.35869.9No
9206-GVPEQMale0YesNo13NoNo phone serviceDSLYesNoNoYesYesYesMonth-to-monthYesElectronic check54.45706.85Yes
8622-ZLFKOFemale0YesNo6YesYesFiber opticNoYesNoNoNoYesMonth-to-monthYesElectronic check90.75512.25No
1596-BBVTGMale0NoNo35YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoCredit card (automatic)75.352636.05Yes
6188-UXBBRFemale0YesNo38YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesCredit card (automatic)20.25814.75No
2333-KWEWWMale0NoNo18YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.05388.6No
5702-SKUOBFemale0YesNo4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.693.45No
1134-YWTYFMale0YesNo27YesNoDSLNoYesNoYesNoNoMonth-to-monthYesElectronic check53.81389.85No
6061-GWWAVMale0NoYes41YesNoDSLYesYesYesNoYesNoOne yearNoMailed check70.22894.55No
0679-TDGAKMale0YesYes50YesNoDSLYesNoNoYesYesYesOne yearNoElectronic check75.54025.6No
6585-WCEWRMale0YesYes72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoElectronic check20.351354.4No
9067-YGSCAFemale0NoNo70YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)26.051856.4No
9067-SQTNSMale0YesYes44YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)20.6926No
8433-WXGNAMale0NoNo2YesNoFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check75.7189.2Yes
1776-SPBWVFemale0YesYes34YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)20.1682.1No
8735-SDUFNFemale1YesNo72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)24.31778.7No
9668-PUGNUMale0YesNo71YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesElectronic check24.51816.2No
9405-GPBBGFemale0NoNo64YesYesFiber opticNoYesYesYesYesYesTwo yearYesCredit card (automatic)110.57069.25No
1926-QUZNNFemale0YesNo72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)25.251841.2No
3707-GNWHMMale0NoNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check74.2574.25Yes
7016-NVRICMale1YesNo29YesNoFiber opticYesNoYesNoNoYesOne yearNoBank transfer (automatic)90.12656.7No
5829-NVSQNFemale0YesNo23YesNoDSLYesNoYesYesNoYesOne yearYesBank transfer (automatic)68.751689.45No
9565-AXSMRMale0YesYes52YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.21054.75No
8922-LIEGHFemale1NoNo25YesYesFiber opticNoYesNoNoNoYesMonth-to-monthYesElectronic check89.72187.55Yes
8869-LIHMKFemale0NoNo64YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)115.17334.05No
8245-UMPYTFemale1NoNo16YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check96.41581.2Yes
5186-SAMNZMale1NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)69.569.5Yes
0447-RXSGDMale0NoNo24YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesBank transfer (automatic)99.652404.85No
4927-WWOOZMale0YesNo2YesYesFiber opticNoNoYesNoYesNoMonth-to-monthYesElectronic check91.45171.45No
5788-YPOEGFemale0YesYes34YesNoDSLYesYesYesYesYesYesTwo yearNoMailed check84.752839.45No
5373-SFODMMale1YesNo36YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesCredit card (automatic)85.253132.75Yes
0661-KBKPAMale0YesYes53YesYesDSLNoNoYesYesYesYesOne yearYesMailed check78.753942.45No
9081-WWXKPFemale0YesYes47YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.25873.4No
0784-ZQJZXMale0NoYes72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.91529.65No
3133-PZNSRMale0YesYes72YesYesFiber opticYesYesNoYesNoYesTwo yearYesCredit card (automatic)97.756991.6No
5766-ZJYBBMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.419.4Yes
8931-GJJIQFemale0NoNo9YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check83.3803.3Yes
4277-PVRANFemale0NoNo8YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesBank transfer (automatic)80.1679.3Yes
0022-TCJCIMale1NoNo45YesNoDSLYesNoYesNoNoYesOne yearNoCredit card (automatic)62.72791.5Yes
0722-SVSFKFemale0NoNo7YesNoFiber opticNoNoYesYesYesYesMonth-to-monthYesElectronic check100.4715No
3612-YVGSJFemale0YesNo71YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)24.451681.6No
9825-YCXWZFemale1NoNo41YesNoFiber opticNoNoYesYesYesYesOne yearYesBank transfer (automatic)101.14016.2No
5397-NSKQGMale0YesYes67NoNo phone serviceDSLYesNoNoNoYesYesTwo yearNoCredit card (automatic)50.93281.65No
8565-HBFNNMale0YesNo69YesYesFiber opticYesYesYesYesNoYesOne yearYesCredit card (automatic)107.27317.1No
2000-DHJUYFemale1YesNo70YesYesDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)92.26474.45No
0203-HHYIJMale0NoNo25YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)25.3676.35Yes
8670-ERCJHMale0NoNo72YesYesFiber opticYesYesYesYesYesYesTwo yearNoBank transfer (automatic)113.48164.1No
7758-UJWYSMale0YesYes34NoNo phone serviceDSLNoNoNoYesYesNoTwo yearYesElectronic check40.551325.85No
2050-ONYDQFemale0YesYes65YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)261654.85No
7055-JCGNIFemale0NoNo70YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)111.957795.95No
0739-UUAJRFemale0YesYes72NoNo phone serviceDSLYesNoYesNoYesYesTwo yearYesCredit card (automatic)53.83952.45No
4826-DXMUPMale0NoYes35YesNoDSLNoNoNoYesYesYesOne yearYesMailed check72.12495.15No
0952-KMEEHMale0NoNo13YesYesFiber opticYesNoNoNoYesYesMonth-to-monthNoMailed check98.151230.25Yes
7285-KLOTRFemale0YesNo12YesYesDSLYesNoYesNoYesYesOne yearNoElectronic check78.85876.75No
0654-PQKDWFemale0YesYes62YesNoDSLYesNoYesYesYesNoOne yearYesBank transfer (automatic)70.754263.45No
7175-NTIXEFemale0NoNo25YesNoDSLYesNoNoYesYesYesMonth-to-monthYesCredit card (automatic)76.151992.95No
7963-SHNDTFemale0NoNo52NoNo phone serviceDSLYesYesNoYesNoNoTwo yearNoMailed check39.11982.1No
9796-BPKIWMale1NoNo8YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)69.95562.7No
0188-GWFLEMale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.0533.7No
8129-GMVGIFemale0YesYes56YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.051090.1No
2882-DDZPGFemale0NoNo12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)19.45227.45No
3547-LQRIKFemale0YesNo47YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoElectronic check26.91250.85No
9137-NOQKAMale1NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check19.237.2No
5843-TTHGIFemale0NoNo18YesNoDSLNoNoYesNoNoNoMonth-to-monthYesMailed check50892.7No
1849-RJYIGFemale0NoNo8YesNoDSLYesNoNoNoYesNoMonth-to-monthYesElectronic check60487.75No
8868-GAGIOMale0YesNo45YesYesFiber opticYesNoYesNoNoNoMonth-to-monthYesMailed check84.553713.95No
4061-UKJWLMale0NoNo3YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check45.45141.7No
5380-XPJNZFemale0NoNo38YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.05678.2No
8263-QMNTJMale0YesNo72YesYesFiber opticYesYesYesYesYesYesTwo yearYesElectronic check115.558425.3No
8178-EYZUOMale0NoNo46YesYesFiber opticYesYesNoNoNoYesMonth-to-monthYesElectronic check93.74154.8Yes
3230-JCNZSFemale0YesYes71YesYesFiber opticYesYesYesNoYesNoTwo yearYesCredit card (automatic)997061.65No
0277-ORXQSMale0YesYes66NoNo phone serviceDSLNoNoNoYesYesYesTwo yearNoBank transfer (automatic)50.553364.55No
5130-IEKQTMale1NoNo25YesYesFiber opticNoYesYesNoYesYesMonth-to-monthNoMailed check105.952655.25Yes
3230-WYKIRMale0NoNo18YesYesDSLNoNoYesYesYesYesOne yearYesCredit card (automatic)821425.45Yes
7996-BPXHYFemale0YesYes13YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)25332.5No
3227-WLKLIFemale0YesYes65YesYesDSLYesYesYesYesYesYesTwo yearNoBank transfer (automatic)91.555963.95No
0407-BDJKBMale0YesNo60YesYesFiber opticNoYesYesNoYesNoMonth-to-monthYesElectronic check95.755742.9Yes
2266-FUBDZMale0YesYes15YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.35278.85No
8237-ULIXLFemale0YesNo72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)24.851871.85No
9600-UDOPKMale0YesNo30YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesCredit card (automatic)94.052866.45Yes
8216-AZUUZFemale0YesYes42YesNoFiber opticNoNoYesYesYesYesTwo yearYesElectronic check100.44303.65No
9153-BTBVVFemale0YesNo71YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)251753No
4074-SJFFAFemale0NoNo1YesNoDSLNoNoNoNoNoYesMonth-to-monthYesMailed check54.7554.75Yes
3269-ATYWDMale1NoNo39YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesBank transfer (automatic)95.653759.05Yes
5186-PEIZUFemale0NoNo35YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)19.25617.65No
1074-AMIOHFemale0YesYes53YesNoFiber opticNoYesYesYesYesYesMonth-to-monthYesBank transfer (automatic)108.255935.1No
4910-GMJOTFemale0NoNo1YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check94.694.6Yes
0354-WYROKFemale1YesYes31YesNoFiber opticNoNoYesYesYesYesMonth-to-monthYesElectronic check98.92911.3Yes
4361-FEBGNMale0NoNo48YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.15982.95No
7748-UMTRKFemale1NoYes30YesYesFiber opticNoNoNoYesYesYesMonth-to-monthYesElectronic check101.32974.5No
0380-ZCSBIMale0NoNo10YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)20198.7No
7145-FEJWUFemale0NoYes12YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check105.31275.65No
6463-MVYRYFemale1NoNo57YesNoDSLYesNoYesYesYesNoTwo yearNoBank transfer (automatic)69.854003No
3969-JQABIFemale0YesNo58YesNoDSLYesYesNoNoYesNoMonth-to-monthYesCredit card (automatic)65.253791.6No
9624-EGDEQFemale0NoNo37YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.8813.3No
1051-EQPZRFemale0YesYes44YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.6780.25No
5849-ASHZJMale0NoYes27YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)20.05552.9No
5780-INQIKFemale0NoNo8YesNoDSLNoNoNoYesNoNoMonth-to-monthNoElectronic check49.4408.25No
7576-OYWBNMale1NoNo3YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check76.05231.8Yes
4526-ZJJTMFemale1YesNo25YesNoFiber opticNoYesYesNoNoYesMonth-to-monthNoBank transfer (automatic)88.42191.15No
8384-FZBJKFemale0YesYes57YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check100.65611.7No
3750-RNQKRFemale0NoNo12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.45246.25No
0962-CQPWQFemale0YesYes62YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.31296.15No
3096-YXENJFemale0YesNo65YesYesFiber opticNoYesYesYesYesYesTwo yearYesBank transfer (automatic)107.657082.85No
1265-BCFEOFemale0YesNo71YesYesDSLNoNoYesYesYesYesTwo yearYesBank transfer (automatic)80.455662.25No
5837-LXSDNFemale0YesYes21YesNoDSLNoYesNoNoYesNoOne yearYesCredit card (automatic)58.851215.45No
5945-AZYHTMale0YesNo71YesYesFiber opticYesYesYesNoYesYesOne yearYesElectronic check109.67854.15No
8325-QRPZRFemale0NoNo7YesNoFiber opticNoNoYesNoNoNoMonth-to-monthYesElectronic check75.15525No
6384-VMJHPFemale0NoNo72YesNoDSLYesYesYesYesNoYesTwo yearYesCredit card (automatic)735265.2No
2262-SLNVKFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check70.170.1No
7730-CLDSVFemale0YesYes72YesYesFiber opticNoYesYesYesNoYesTwo yearYesBank transfer (automatic)98.657129.45No
1135-HIORIFemale0YesYes64YesYesFiber opticNoYesYesYesYesYesOne yearYesElectronic check111.457266.95No
0164-APGRBFemale0NoNo72YesYesFiber opticYesYesYesYesYesYesTwo yearYesElectronic check114.98496.7No
6481-ESCNLFemale0NoNo29YesYesFiber opticNoNoYesNoYesYesMonth-to-monthNoBank transfer (automatic)100.552878.75No
1790-NESIOFemale0NoNo13YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check20.4261.3No
1550-EENBNFemale0NoNo31YesYesFiber opticYesYesNoNoYesYesMonth-to-monthNoElectronic check104.353205.6No
5539-TMZLFMale1NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.7569.75Yes
4323-SADQSMale0YesYes7NoNo phone serviceDSLYesNoNoYesNoNoMonth-to-monthYesElectronic check34.5279.25Yes
4446-BZKHUMale0YesNo61YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check105.556281.45Yes
5202-IVJNUFemale0NoYes39NoNo phone serviceDSLNoNoYesNoNoNoMonth-to-monthNoCredit card (automatic)30.11131.3Yes
5976-JCJRHMale0YesNo10YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.3738.2Yes
8198-RKSZGFemale0YesYes14YesYesDSLNoYesNoYesYesYesMonth-to-monthNoCredit card (automatic)80.451137.05No
0137-OCGABFemale0NoNo1YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesMailed check80.280.2Yes
3351-NQLDIFemale0YesYes67YesYesFiber opticYesNoNoYesNoYesOne yearYesCredit card (automatic)94.356341.45Yes
9297-EONCVFemale0NoNo72YesYesDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)91.356697.2No
7593-JNWRUMale0YesYes6YesNoDSLNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)44.6260.8Yes
4588-YBNIBFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.619.6Yes
1069-QJOEEMale0YesYes25YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoElectronic check19.9505.45No
3336-JORSOFemale1NoNo33YesYesFiber opticNoYesYesYesYesYesMonth-to-monthYesElectronic check110.453655.45Yes
7799-DSEWSMale0NoNo18YesNoDSLYesNoYesYesYesNoMonth-to-monthYesElectronic check68.351299.8No
8766-PAFNEMale0YesNo71YesNoDSLNoYesYesYesYesYesTwo yearYesCredit card (automatic)79.15564.85No
5315-CKEQKMale1YesYes28YesYesDSLNoNoNoNoNoNoOne yearYesElectronic check511381.8No
3130-ICDUPFemale0NoYes2YesYesFiber opticYesNoNoNoNoNoMonth-to-monthNoCredit card (automatic)80.55188.1No
0820-FNRNXMale0YesYes17YesYesDSLNoYesYesYesNoNoMonth-to-monthYesMailed check66.71077.05No
0880-FVFWFMale0NoNo56YesYesFiber opticYesYesNoNoNoNoMonth-to-monthYesElectronic check86.44922.4No
4611-ANLQCFemale0YesNo60NoNo phone serviceDSLYesYesYesNoNoYesOne yearNoElectronic check50.052911.5No
4213-HKBJOFemale0NoNo33YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.7826.1No
2792-LSHWXFemale0NoNo1YesNoFiber opticYesYesNoYesNoNoMonth-to-monthYesMailed check83.483.4No
5028-GZLDOMale0NoNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoCredit card (automatic)70.7140.7Yes
0014-BMAQUMale0YesNo63YesYesFiber opticYesNoNoYesNoNoTwo yearYesCredit card (automatic)84.655377.8No
6861-XWTWQMale1YesNo7YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check99.25665.45Yes
9018-PCIOKFemale0NoNo55YesNoDSLNoYesYesNoNoYesTwo yearYesMailed check64.753617.1No
4837-QUSFTFemale0YesNo65YesYesFiber opticYesYesNoYesYesNoOne yearYesBank transfer (automatic)100.156643.5No
6877-TJMBRMale0YesNo1YesNoFiber opticNoNoNoYesYesNoMonth-to-monthYesElectronic check84.884.8Yes
9953-ZMKSMMale0NoNo63YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.251559.3No
0907-HQNTSFemale1YesNo70YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)1137987.6No
7665-NKLAVFemale0YesYes36NoNo phone serviceDSLYesNoYesYesNoNoTwo yearNoCredit card (automatic)40.651547.35No
6769-DCQLIMale0NoNo52YesNoFiber opticNoYesYesYesYesYesOne yearYesBank transfer (automatic)1055426.85Yes
2433-KMEASMale0NoNo22YesYesDSLYesNoNoNoNoNoMonth-to-monthYesElectronic check54.451127.35Yes
4391-LNRXKMale0NoNo22YesNoFiber opticNoYesYesYesNoYesMonth-to-monthYesBank transfer (automatic)94.952142.8No
8250-ZNGGWFemale1NoNo5YesNoDSLYesYesNoYesNoNoMonth-to-monthNoCredit card (automatic)59.9287.85No
2195-ZRVAXFemale0YesNo47YesNoFiber opticNoNoYesNoNoYesMonth-to-monthYesElectronic check85.34045.65Yes
3550-SAHFPFemale0NoNo33YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check83.352757.85Yes
2011-TRQYEMale0NoNo18NoNo phone serviceDSLNoYesYesNoNoNoMonth-to-monthYesCredit card (automatic)33.5600Yes
8562-GHPPIFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)19.819.8No
5893-PYOLZMale0NoNo56YesNoDSLNoYesYesYesYesYesTwo yearYesCredit card (automatic)81.84534.45No
4986-MXSFPFemale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check2040.9No
6131-FOYASMale0NoNo35YesYesDSLYesNoYesNoNoNoMonth-to-monthYesElectronic check59.62094.9No
3027-YNWZUFemale0YesNo64YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)251584.8No
5609-IMCGGFemale0NoNo15YesYesFiber opticYesNoYesNoNoNoMonth-to-monthYesCredit card (automatic)84.351302.65No
4873-ILOLJMale0NoNo24YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check90.352238.5Yes
4727-MCYZGMale0NoNo1YesNoDSLNoNoNoNoNoYesMonth-to-monthNoMailed check55.5555.55No
9481-WHGWYFemale0YesYes70YesNoDSLYesNoNoYesYesYesTwo yearNoCredit card (automatic)75.355437.75No
2725-KXXWTMale0YesNo1YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check90.7590.75Yes
9565-DJPIBFemale0NoYes4YesYesFiber opticNoYesNoNoYesNoMonth-to-monthNoMailed check89.6365.65Yes
4328-VUFWDFemale0NoNo39YesNoDSLNoNoNoYesNoYesOne yearNoElectronic check59.32209.15No
3301-LSLWQFemale0NoNo29YesYesDSLYesNoNoNoNoYesMonth-to-monthYesElectronic check66.11912.15No
7473-ZBDSNFemale0YesYes14YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check18.8255.55No
3166-PNEOFFemale0NoNo61YesYesDSLYesNoYesYesYesYesTwo yearNoCredit card (automatic)86.455175.3No
5639-NTUPKMale0NoYes13YesNoDSLYesNoNoNoNoNoMonth-to-monthYesCredit card (automatic)52.1670.65No
8780-YRMTTFemale0NoNo66NoNo phone serviceDSLYesYesYesYesNoNoTwo yearYesMailed check47.43177.25No
8348-HFYIVMale0NoNo2NoNo phone serviceDSLNoNoYesNoYesYesMonth-to-monthYesElectronic check49.2590.35Yes
5140-FOMCQFemale0YesNo59YesYesFiber opticYesYesYesNoYesYesOne yearYesCredit card (automatic)109.156557.75No
6242-SGYTSMale0YesYes62YesYesFiber opticYesYesNoNoYesNoOne yearYesCredit card (automatic)94.955791.85No
8166-ORCHUMale1YesNo33YesNoFiber opticYesYesNoYesNoYesOne yearYesElectronic check93.553055.5No
8414-OOEELMale0NoYes66YesNoDSLNoYesYesYesYesYesTwo yearYesCredit card (automatic)79.55196.1No
8454-AATJPFemale0NoNo72YesYesFiber opticYesYesYesYesYesYesTwo yearNoCredit card (automatic)115.058405No
6849-WLEYGMale0NoYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.7519.75Yes
4659-NZRUFFemale0NoNo19YesYesFiber opticYesYesNoNoNoYesMonth-to-monthYesElectronic check95.151789.25Yes
4531-AUZNKFemale0YesYes51YesYesFiber opticYesNoNoYesYesNoOne yearYesMailed check95.155000.05No
4191-XOVOMMale0NoNo63YesYesFiber opticNoYesNoYesYesYesMonth-to-monthNoElectronic check105.46713.2No
2150-OEGBVMale0NoNo27YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)20.1562.6No
8429-XIBUMMale0NoNo22YesYesFiber opticYesNoNoNoYesYesMonth-to-monthYesBank transfer (automatic)101.352317.1Yes
1855-CFULUFemale1NoNo4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.0591.45No
4878-BUNFVMale0YesYes42YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.7828.85No
1872-EBWSCFemale0NoNo29YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.35617.35No
2608-BHKFNFemale0NoNo4YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)70.05266.9Yes
7026-YMSBEMale0NoNo30YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.7625.05No
7341-LXCAFMale0YesNo4YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.65301.4Yes
6997-UVGOXMale0YesYes71YesNoDSLYesYesYesYesYesYesTwo yearNoBank transfer (automatic)85.456029.9No
9674-EHPPGMale0YesNo46NoNo phone serviceDSLYesNoYesYesNoNoTwo yearNoCredit card (automatic)40.41842.7No
9462-MJUAWMale0NoNo4YesYesDSLNoNoNoNoNoNoMonth-to-monthNoMailed check50.4206.6Yes
8128-YVJRGFemale0NoNo7YesYesFiber opticYesNoNoNoNoNoMonth-to-monthYesMailed check79.65604.7Yes
5440-VHLULMale0NoNo69YesYesFiber opticNoYesNoYesYesYesOne yearYesBank transfer (automatic)105.27386.05No
5781-BKHOPFemale0YesNo72YesYesFiber opticYesYesYesNoYesNoTwo yearNoBank transfer (automatic)100.657334.05No
4283-FUTGFMale1NoNo19YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesElectronic check79.851471.75Yes
5213-TWWJUMale0NoNo28YesNoFiber opticNoNoYesYesNoYesMonth-to-monthNoElectronic check912626.15No
1569-TTNYJMale0YesNo5YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check78.75412.1Yes
8628-MFKAXFemale1YesNo72YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)116.758277.05No
2397-BRLOMMale1YesYes8YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesCredit card (automatic)80.45583.45Yes
7629-WIXZFFemale0NoNo7YesNoDSLYesNoNoNoNoYesOne yearYesElectronic check59.1369.25No
5445-GLVOTFemale0NoNo22YesNoDSLYesNoNoNoNoNoMonth-to-monthYesElectronic check49.81049.05No
3976-HXHCEMale0NoNo72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.31414.8No
2466-NEJOJMale0YesYes8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)19.65169.75No
0254-KCJGTMale0YesNo52YesYesDSLYesYesYesYesNoYesOne yearYesCredit card (automatic)81.44354.45No
5472-CVMDXFemale0NoNo68NoNo phone serviceDSLYesNoYesYesNoNoTwo yearNoMailed check38.92719.2No
6461-SZMCVFemale0YesNo71YesYesDSLYesYesYesYesYesYesTwo yearNoBank transfer (automatic)87.956365.35No
8150-QUDFXMale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.8551.6No
9508-ILZDGFemale1NoNo34YesYesFiber opticNoYesNoYesYesNoMonth-to-monthYesElectronic check96.353190.25No
2346-DJQTBFemale0NoNo35NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check24.15812.5No
1697-LYYYXFemale0YesYes61YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19.11143.8No
1942-OQFRWMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check4444No
4749-VFKVBFemale0NoNo1YesYesDSLNoNoNoNoNoNoMonth-to-monthYesMailed check50.150.1Yes
9640-ZSLDCFemale0YesYes53YesNoDSLNoNoYesNoNoYesOne yearNoCredit card (automatic)60.63297No
4231-LZUYMFemale0YesNo72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)25.651887No
7598-UAASYMale0YesNo2YesNoFiber opticNoNoYesNoNoNoMonth-to-monthNoElectronic check76.4151.8Yes
7938-OUHIOMale0NoNo3YesNoFiber opticNoNoYesYesYesYesMonth-to-monthYesElectronic check98.7293.65Yes
8510-AWCXCFemale1NoNo13YesYesFiber opticYesNoNoNoYesYesMonth-to-monthYesElectronic check100.81308.1Yes
6128-AQBMTMale1YesNo41NoNo phone serviceDSLNoYesYesNoYesYesMonth-to-monthYesElectronic check53.952215.4No
3594-BDSOAFemale0YesNo24YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)20.4482.8No
0431-APWVYFemale0YesYes28YesNoFiber opticNoNoNoNoYesYesOne yearYesBank transfer (automatic)90.12598.95Yes
5133-VRSABMale0NoNo8NoNo phone serviceDSLYesNoNoNoNoNoMonth-to-monthNoMailed check29.35216.45No
5996-DAOQLMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.4520.45No
6838-YAUVYFemale0NoNo54YesYesFiber opticNoNoYesYesNoYesTwo yearYesBank transfer (automatic)95.15064.85No
0484-JPBRUMale0NoNo41YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesBank transfer (automatic)25.25996.45No
7883-ROJOCFemale0YesNo19YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check44.9839.65No
0244-LGNFYFemale0YesYes72YesYesDSLYesYesYesYesYesYesTwo yearNoBank transfer (automatic)92.656733No
7274-CGTODMale0NoNo62NoNo phone serviceDSLYesYesYesYesNoNoTwo yearYesBank transfer (automatic)43.72618.3No
4295-YURETFemale1YesYes56YesNoDSLYesNoNoYesYesYesTwo yearYesCredit card (automatic)72.64084.35No
3426-NIYYLMale0NoNo15YesYesDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check51.55765.5Yes
8225-BTJAUMale1NoNo10YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check79.25793.55Yes
4635-EJYPDMale0YesYes32YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check18.95613.95No
1866-ZSLJMMale0NoNo21YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)20.5402.85No
4636-TVXVGMale0YesYes62YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)19.951244.8No
4236-UJPWOFemale0NoNo2NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check24.546.4No
9392-XBGTDMale0NoYes27YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.6581.85No
3387-VATUSMale0NoNo5YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesBank transfer (automatic)94.85462.8Yes
6402-SSEJGFemale0NoNo25NoNo phone serviceDSLYesYesYesNoYesYesOne yearNoElectronic check61.051540.2No
1143-NMNQJFemale0NoNo2YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check85.7169.8Yes
1169-SAOCLMale0NoNo49YesYesFiber opticNoYesNoYesYesYesOne yearYesBank transfer (automatic)106.655168.1No
1110-KYLGQFemale0NoNo63YesYesFiber opticYesYesYesNoYesYesMonth-to-monthNoCredit card (automatic)108.256780.1No
9929-PLVPAFemale0NoYes4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)20.494.5No
3518-PZXZQFemale0YesNo1YesNoDSLNoNoNoNoYesNoMonth-to-monthYesMailed check55.355.3No
2371-JUNGCMale0NoNo11YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.25208No
7693-QPEFSMale1NoNo52YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)72.953829.75No
0924-BJCRCFemale1YesNo60YesYesFiber opticNoYesNoNoNoYesMonth-to-monthNoElectronic check89.455294.6No
5074-FBGHBMale0NoNo64YesYesFiber opticNoNoYesYesYesYesOne yearYesCredit card (automatic)104.656889.8No
2351-BKRZWFemale0YesYes43YesNoDSLYesNoYesNoYesYesTwo yearNoBank transfer (automatic)75.23254.35No
4455-BFSPDFemale0YesNo61YesYesFiber opticNoNoNoYesYesYesOne yearNoBank transfer (automatic)101.156383.9No
0415-MOSGFFemale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check44.444.4Yes
1724-BQUHAMale1NoNo5YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check89.5477.7Yes
3948-KXDUFMale0NoNo66YesYesDSLYesYesYesYesNoNoTwo yearNoBank transfer (automatic)68.754447.55No
2323-ARSVRMale0YesNo67YesNoFiber opticYesYesYesYesYesYesTwo yearYesElectronic check111.057321.05No
0815-MFZGMFemale0YesNo42YesNoFiber opticNoNoYesYesYesYesTwo yearYesCredit card (automatic)994135No
4826-XTSOHMale1YesNo1YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check86.0586.05Yes
5480-XTFFLFemale0YesYes31YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check21697.7No
8295-FHIVVMale0NoNo7YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.4168.65No
2495-INZWQMale0NoNo4NoNo phone serviceDSLNoNoNoNoYesYesMonth-to-monthYesElectronic check44.55174.3Yes
9086-YJYXSMale0YesYes34YesYesDSLNoNoYesNoYesYesOne yearNoBank transfer (automatic)77.22753.8No
1179-INLATMale0NoNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check19.4569.25No
7909-FIOIYFemale0YesYes19NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesMailed check24.85434.8No
4139-SUGLDMale0YesYes31NoNo phone serviceDSLYesNoNoYesNoNoMonth-to-monthNoBank transfer (automatic)35.41077.5Yes
6857-VWJDTFemale0NoNo1YesYesFiber opticNoNoNoNoYesYesMonth-to-monthNoMailed check95.6595.65Yes
6351-SCJKTMale0NoNo3NoNo phone serviceDSLYesNoYesYesNoNoMonth-to-monthNoMailed check41.35107.25No
5468-BPMMOMale0YesNo46YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check19.6851.2No
5624-BQSSAFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.9520.95Yes
0197-PNKNKFemale0YesYes69YesYesFiber opticYesNoYesNoNoNoOne yearNoBank transfer (automatic)84.455848.6No
2439-QKJULMale0NoNo5YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.25109.8No
1194-SPVSPMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)19.6519.65No
9534-NSXEMMale0NoNo26YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesCredit card (automatic)20.65595.5No
2408-WITXKFemale1NoNo10NoNo phone serviceDSLNoNoNoNoNoYesMonth-to-monthYesElectronic check34.7329.8Yes
8929-KSWIHMale0NoNo25YesNoFiber opticNoNoYesYesYesYesTwo yearNoBank transfer (automatic)99.32513.5No
2250-IVBWAMale0YesYes64YesNoFiber opticYesYesNoNoNoNoMonth-to-monthNoElectronic check81.055135.35No
1810-MVMAIMale0YesYes30YesYesDSLYesYesYesYesNoNoMonth-to-monthNoElectronic check67.62000.2No
9506-UXUSKMale0NoNo13YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.15931.75No
1229-RCALFFemale0YesNo64YesYesFiber opticYesYesYesYesYesYesOne yearYesElectronic check1157396.15No
3572-UOLYZFemale0NoYes46YesYesFiber opticNoNoYesYesNoNoMonth-to-monthYesBank transfer (automatic)84.83958.85No
1429-UYJSVFemale0NoNo12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.7260.9No
5577-OTWWWFemale0NoNo15YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)19.75297.3Yes
6100-QQHEBMale0YesYes17YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check92.551515.1Yes
6366-XIVKZFemale0YesYes13YesNoDSLYesNoYesNoNoYesMonth-to-monthYesMailed check63.15816.8No
3470-OBUETFemale0YesYes67YesYesDSLYesYesNoYesYesNoTwo yearNoCredit card (automatic)744868.4No
2770-NSVDGMale0YesNo24NoNo phone serviceDSLNoNoYesNoNoNoMonth-to-monthNoElectronic check29.1688No
9375-MHRRSMale0NoNo6YesNoDSLNoNoNoYesNoNoMonth-to-monthNoMailed check50.05288.35No
2634-HCZGTMale1YesNo53YesYesDSLYesNoNoYesNoNoOne yearYesElectronic check60.053229.65Yes
7503-QQRVFMale1YesNo16YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesCredit card (automatic)74.31178.25Yes
4860-YZGZMMale0NoNo10YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check20185.4No
6599-GZWCMFemale0NoNo13YesNoFiber opticNoYesNoNoNoNoOne yearYesMailed check74.65966.25No
2691-NZETQMale0NoNo9YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check85.35758.6Yes
4404-HIBDJFemale0NoNo25YesNoDSLYesYesYesYesYesNoOne yearNoMailed check74.31863.8Yes
5533-NHFRFMale1NoNo7NoNo phone serviceDSLNoYesNoYesNoYesMonth-to-monthYesElectronic check44.4265.8No
7037-MTYVWMale0YesYes38YesYesDSLYesNoYesYesYesYesTwo yearYesBank transfer (automatic)85.43297No
4760-THGOTFemale0YesNo43YesYesFiber opticYesYesNoNoNoYesMonth-to-monthYesElectronic check94.14107.3No
7295-JOMMDFemale0NoYes4YesNoFiber opticNoNoYesYesYesYesMonth-to-monthYesBank transfer (automatic)98.1396.3Yes
4016-BJKTZFemale0NoNo25YesYesFiber opticNoYesYesYesYesYesTwo yearNoElectronic check108.92809.05No
6584-VQMYTMale0NoYes27YesNoDSLYesYesNoNoNoNoOne yearNoMailed check56.21567.55No
9838-BFCQTMale0YesYes72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check26.11851.45No
2790-XUYMVMale0NoYes71YesYesFiber opticYesYesNoNoNoNoOne yearYesCredit card (automatic)85.456028.95No
0581-MDMPWFemale0NoNo24YesYesFiber opticNoNoYesNoYesNoMonth-to-monthYesCredit card (automatic)88.952072.75No
5013-SBUIHFemale0NoNo50YesYesFiber opticYesYesNoYesYesYesTwo yearYesElectronic check109.655551.15Yes
1023-BQXZEMale0NoNo57YesNoDSLYesNoYesNoYesYesTwo yearYesBank transfer (automatic)74.354317.35No
9163-GHAYEFemale0NoNo15YesNoDSLNoYesNoNoNoNoMonth-to-monthNoElectronic check48.85736.8No
3904-UKFREMale0NoNo4YesYesFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check80.1336.15No
5353-WILCIFemale0NoNo28YesNoDSLYesYesNoNoNoNoMonth-to-monthNoElectronic check56.051522.65No
0709-TVGURFemale1NoNo9YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.55622.9Yes
0058-EVZWMFemale0YesNo55YesYesFiber opticYesNoNoNoYesNoMonth-to-monthYesBank transfer (automatic)89.84959.6No
6023-YEBUPMale0NoNo3YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check100.95329.95Yes
7209-JCUDSMale0NoNo10YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check94.91048.85Yes
7009-PCARSMale0NoYes55YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)19.11001.5No
0519-DRGTIFemale0YesYes20YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.35442.6No
1017-FBQMMFemale0YesYes62YesYesFiber opticNoYesNoYesYesYesOne yearYesCredit card (automatic)106.056703.5No
3001-CBHLQMale1YesNo32YesYesFiber opticNoNoYesYesYesYesMonth-to-monthYesElectronic check104.93351.55Yes
1985-MBRYPFemale0NoNo43YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)19.65779.25No
6158-DWPZTMale0YesNo9NoNo phone serviceDSLNoNoNoNoNoNoOne yearNoBank transfer (automatic)24.1259.8Yes
9372-TXXPSFemale0YesNo60YesNoDSLYesYesNoYesNoNoTwo yearNoBank transfer (automatic)59.853483.45No
3259-QMXUNMale0YesNo58YesYesDSLYesYesYesNoYesYesTwo yearYesElectronic check86.14890.5No
1015-JPFYWMale0NoYes7YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.45136.75No
6645-MXQJTMale0YesYes2YesNoFiber opticYesNoNoNoYesYesMonth-to-monthNoElectronic check97.1184.15No
4360-QRAVEMale1NoNo37NoNo phone serviceDSLNoYesYesNoNoNoMonth-to-monthNoElectronic check36.651315No
8433-WPJTVFemale1YesYes65YesYesFiber opticNoNoYesYesYesYesOne yearYesBank transfer (automatic)103.96767.1No
5804-JMYIOFemale0YesYes39YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.75757.95No
3763-GCZHZMale0YesNo66YesYesFiber opticNoYesNoYesYesYesOne yearYesElectronic check104.056890Yes
6484-LATFUMale0NoNo68YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check24.551657.4No
7599-NTMDPFemale0YesYes62NoNo phone serviceDSLYesYesNoYesYesNoTwo yearNoBank transfer (automatic)48.73008.55No
0772-GYEQQMale0NoNo3YesNoFiber opticNoNoYesYesYesNoMonth-to-monthYesMailed check88.35262.05Yes
0536-ACXIPFemale0YesNo72YesYesFiber opticYesYesYesNoYesYesTwo yearYesElectronic check109.558165.1No
0936-NQLJUFemale0YesNo41YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.65875.55No
4831-EOBFEMale0YesYes29YesNoFiber opticYesNoNoNoYesYesMonth-to-monthNoCredit card (automatic)94.652649.15Yes
1575-KRZZEFemale0NoNo4YesNoDSLYesYesNoNoNoNoMonth-to-monthNoElectronic check55.2220.65No
3251-YMVWZMale0NoNo53YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)24.051301.9No
4102-OQUPXMale1YesNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.474.4Yes
9170-GYZJCFemale0YesYes41YesYesDSLYesYesYesYesNoYesMonth-to-monthNoCredit card (automatic)79.93326.2Yes
4884-LEVMQMale0YesNo39YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)20.45790No
8857-CUPFQMale0YesNo63YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.251237.65No
7610-TVOPGMale0NoNo15YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check26.35378.6No
3638-DIMPHFemale0YesNo13YesNoDSLNoNoNoNoNoNoOne yearNoElectronic check43.8592.65No
1845-ZLLIGMale0NoNo1YesNoDSLNoYesNoNoNoNoMonth-to-monthYesMailed check50.1550.15No
8559-WNQZSMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.4520.45No
3999-QGRJHMale1NoNo8YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.7560.85Yes
1699-UOTXUMale0NoNo60YesNoDSLYesYesYesNoNoNoTwo yearNoElectronic check61.43638.25No
2454-RPBRZFemale1YesNo12YesYesFiber opticNoYesYesNoYesNoMonth-to-monthYesElectronic check98.11060.2Yes
0635-WKOLDMale0YesNo40YesYesDSLNoYesNoYesYesNoOne yearNoCredit card (automatic)70.752921.75No
5993-JSUWVFemale0NoNo66YesNoDSLYesYesYesNoNoNoTwo yearYesBank transfer (automatic)61.154017.45No
4518-FZBSXMale0YesYes42YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.25854.9No
5387-ASZNZFemale1NoNo66YesYesDSLYesYesNoYesNoNoOne yearYesCredit card (automatic)63.854174.35No
6988-CJEYVMale0NoNo49YesYesFiber opticNoYesNoNoYesYesMonth-to-monthNoElectronic check98.74920.55No
2002-MZHWPFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.520.5Yes
3097-FQTVJFemale0NoNo41YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20810.3No
5465-BUBFAFemale0YesYes41YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.3772.4No
7299-GNVPLFemale0YesYes23YesNoFiber opticYesYesNoYesNoNoMonth-to-monthNoMailed check84.41936.85No
9743-DQKQWMale0NoNo3NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check25.179.8No
1215-VFYVKFemale0NoNo4NoNo phone serviceDSLYesNoYesYesNoYesMonth-to-monthNoMailed check48.25202.25No
9371-BITHBFemale0YesYes52YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.851070.5No
2265-CYWIVFemale1YesNo4YesYesFiber opticYesNoNoNoYesYesMonth-to-monthYesElectronic check99.6347.65Yes
9093-FPDLGFemale0NoNo11YesNoFiber opticNoYesYesYesNoYesMonth-to-monthYesElectronic check94.2999.9No
0541-FITGHFemale0YesNo2YesNoDSLYesNoNoNoNoYesMonth-to-monthYesMailed check62.15113.1No
6985-HAYWXFemale0YesNo26YesYesFiber opticNoYesNoNoNoNoMonth-to-monthNoBank transfer (automatic)79.32015.8No
7508-KBIMBMale0YesYes24YesNoDSLYesNoYesNoNoNoOne yearYesCredit card (automatic)56.251454.25No
6838-HVLXGFemale0NoNo12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.3246.7No
2277-DJJDLMale1YesNo60YesYesFiber opticNoNoNoYesYesYesMonth-to-monthYesElectronic check996017.9No
1897-OKVMWFemale0YesYes64YesYesDSLYesYesYesYesYesYesTwo yearYesMailed check90.65817.45No
5485-ITNPCMale0YesNo66YesNoDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)85.95595.3No
0233-FTHAVFemale0NoNo60YesYesFiber opticNoNoYesNoNoNoOne yearYesBank transfer (automatic)79.24765No
4644-PIZRTMale0YesYes17YesYesDSLYesNoYesNoYesNoOne yearYesBank transfer (automatic)70.351201.65No
8922-NPKBJMale0YesYes42YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.35867.3No
2740-TVLFNMale0NoNo1YesYesDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check50.1550.15No
7771-CFQRQFemale0YesYes47YesNoDSLNoYesNoYesNoYesTwo yearNoBank transfer (automatic)63.83007.25No
9512-PHSMGFemale0YesNo10YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.55252.75No
6963-EZQEEMale1YesNo70YesYesDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)88.556306.5No
2452-KDRRHMale1NoNo67YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesCredit card (automatic)101.46841.05No
2004-OCQXKFemale0NoNo1YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check81.9581.95Yes
5027-QPKTEMale0YesNo7YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.35451.1Yes
4146-SVFUDMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check44.644.6No
1564-HJUVYMale0NoNo4YesNoDSLNoYesNoYesYesNoMonth-to-monthYesBank transfer (automatic)63.75226.2No
3617-XLSGQFemale0YesYes66YesYesFiber opticYesYesYesNoYesYesTwo yearNoBank transfer (automatic)109.257082.5No
7517-LDMPSFemale0NoNo12YesNoFiber opticNoYesNoNoNoYesMonth-to-monthYesElectronic check84.61017.35No
7244-KXYZNFemale0NoNo24YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)20.45527.35No
5226-NOZFCMale0NoNo26YesNoFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check85.752146.5No
2672-HUYVIFemale0NoNo6YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check91.1455.3Yes
1400-WIVLLMale0YesNo57YesYesFiber opticNoNoYesYesYesYesTwo yearNoElectronic check107.955969.85No
7508-MYBOGMale0YesNo14YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check86.11235.55Yes
8148-NLEGTFemale0YesYes42YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoElectronic check22.951014.25No
0148-DCDOSMale0NoNo25YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesBank transfer (automatic)94.72362.1Yes
8347-GDTMPFemale0YesNo64YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.451225.65No
9992-RRAMNMale0YesNo22YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check85.11873.7Yes
6746-WAUWTMale0NoNo19YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesCredit card (automatic)19.7386.5No
0310-MVLETFemale0YesYes61YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check99.156010.05Yes
0428-IKYCPMale0YesNo22YesNoFiber opticNoNoYesNoYesNoMonth-to-monthYesBank transfer (automatic)871850.65No
4550-VBOFEMale1YesNo70YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check102.957101.5Yes
2187-PKZAYMale0NoNo12YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesBank transfer (automatic)79.951043.4No
4003-OCTMPFemale0YesNo31YesNoDSLYesNoNoYesNoYesOne yearYesElectronic check641910.75No
6652-YFFJOFemale0NoNo11YesNoDSLNoNoNoNoYesYesMonth-to-monthYesElectronic check64.9716.1No
7225-IILWYMale0YesYes68YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.751686.15No
5248-RPYWWFemale1YesYes72YesYesDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)90.156716.45No
7923-IYJWYMale1NoNo67YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)116.17839.85No
3170-GWYKCFemale0NoNo60YesNoFiber opticYesNoYesYesYesYesMonth-to-monthYesBank transfer (automatic)104.956236.75No
5696-QURRLMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check45.0545.05Yes
7409-KIUTLFemale1NoYes1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check7171Yes
9830-ECLENMale0YesYes58NoNo phone serviceDSLYesYesYesNoYesNoOne yearNoMailed check502919.85No
1732-VHUBQFemale1YesYes47YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)70.553309.25Yes
0495-RVCBFFemale0NoNo1YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check79.779.7Yes
2668-TZSPSMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.4520.45No
7854-EDSSAMale0NoNo22YesYesDSLYesYesNoNoNoNoMonth-to-monthNoElectronic check591254.7Yes
8869-TORSSFemale0NoNo48YesNoDSLYesNoYesYesNoNoOne yearYesCredit card (automatic)60.352896.4Yes
7446-SFAOAFemale0YesNo37YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)19.85717.5No
9522-ZSINCMale0NoNo13YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesElectronic check19.95253.8No
8234-GSZYKMale0NoNo43YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)26.451110.05No
6505-OZNPGFemale0NoNo6NoNo phone serviceDSLYesYesYesYesYesYesTwo yearYesMailed check63.4348.8No
6164-HAQTXMale0NoNo71NoNo phone serviceDSLYesYesYesYesYesNoTwo yearNoBank transfer (automatic)53.953888.65No
0679-IDSTGFemale1YesYes1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.2569.25Yes
7765-LWVVHFemale0YesYes72YesYesFiber opticYesYesNoNoYesNoTwo yearYesElectronic check95.16843.15No
1658-TJVOAFemale1NoNo6YesNoFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check74.1450.9No
0953-LGOVUMale0YesYes12NoNo phone serviceDSLNoYesNoYesNoNoMonth-to-monthNoMailed check35.5432.25No
2115-BFTIWMale0NoNo25YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoMailed check70.951767.35Yes
4692-NNQRUFemale0YesNo21YesNoFiber opticNoNoYesYesNoNoOne yearNoElectronic check79.21742.45No
7742-MYPGIFemale0YesYes6YesNoDSLNoNoNoYesNoNoMonth-to-monthYesMailed check48.8297.35No
0611-DFXKOMale0YesNo20YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesMailed check891820.45Yes
7780-OTDSOMale0YesNo18YesYesFiber opticYesNoNoNoYesYesMonth-to-monthYesElectronic check99.41742.95Yes
9619-GSATLFemale0NoNo43YesNoDSLNoYesNoYesNoNoOne yearNoElectronic check55.452444.25No
5622-UEJFIFemale0YesYes35YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)25.4949.8No
9747-DDZOSFemale0NoNo1YesNoFiber opticNoNoYesNoNoNoMonth-to-monthNoBank transfer (automatic)73.573.5Yes
0674-DGMAQMale1YesNo32YesYesFiber opticNoYesYesNoNoYesMonth-to-monthYesElectronic check93.52970.8No
6203-HBZPAMale0NoNo52NoNo phone serviceDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)63.93334.95No
0484-FFVBJMale0NoNo32YesNoDSLNoNoNoNoYesYesOne yearYesBank transfer (automatic)64.852010.95No
0301-FIDRBFemale0YesYes72NoNo phone serviceDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)63.84684.3No
4139-JPIAMMale0NoNo51NoNo phone serviceDSLYesNoNoYesNoYesMonth-to-monthYesCredit card (automatic)44.452181.55No
2181-TIDSVMale0YesYes68YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)19.951303.25No
2761-XECQWMale1YesNo8NoNo phone serviceDSLNoYesYesNoNoYesMonth-to-monthYesMailed check43.35371.4No
1936-CZAKFMale0YesNo49NoNo phone serviceDSLNoYesNoNoYesYesTwo yearNoCredit card (automatic)49.652409.9No
9453-PATOSFemale0YesNo72YesNoDSLYesYesYesYesYesYesTwo yearNoMailed check85.16155.4No
0564-JJHGSMale0NoNo9YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check95.5829.1Yes
3348-CFRNXFemale0YesNo28YesNoFiber opticYesNoNoNoYesYesMonth-to-monthYesMailed check92.352602.9Yes
4402-FTBXCMale0NoNo54YesNoFiber opticYesNoYesNoYesNoMonth-to-monthNoMailed check89.84667No
1428-GTBJJMale0NoNo11YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check74.55824.75Yes
2931-XIQBRFemale0YesYes50YesNoFiber opticNoNoYesYesYesYesOne yearNoMailed check103.055153.5No
0106-UGRDOFemale0YesNo69YesYesFiber opticYesYesYesYesYesYesTwo yearYesElectronic check1168182.85No
5542-TBBWBMale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.969.9No
1930-QPBVZMale0YesYes68YesNoFiber opticYesYesNoYesNoYesTwo yearNoBank transfer (automatic)95.16683.4No
2606-PKWJBMale0NoYes40NoNo phone serviceDSLYesYesNoYesNoNoOne yearNoMailed check40.251564.05No
5322-ZSMZYMale0YesYes31YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.75755.6No
8059-UDZFYFemale1NoYes33YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesBank transfer (automatic)105.353465.05No
7740-BTPUXMale1YesNo55YesYesFiber opticNoYesYesYesYesYesTwo yearYesElectronic check113.66292.7No
5220-AGAAXMale0YesYes68YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)241664.3No
0208-BPQEJFemale0YesYes12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)19.4198.1No
9435-JMLSXMale0YesNo71YesNoDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)86.16045.9No
3352-ALMCKMale0NoNo40YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesMailed check102.654108.15No
5312-IRCFRFemale0YesYes64YesYesFiber opticNoYesYesNoNoYesOne yearYesElectronic check92.855980.75No
5294-IMHHTMale0YesNo53YesYesFiber opticNoYesNoYesNoYesOne yearNoBank transfer (automatic)97.755043.2No
8802-UNOJFMale1NoNo12YesNoFiber opticNoYesYesYesNoNoMonth-to-monthYesMailed check83.81029.75Yes
6313-GIDITMale1NoNo53NoNo phone serviceDSLNoYesYesNoYesYesMonth-to-monthYesElectronic check54.452854.55Yes
6176-YJWASMale0YesNo72YesYesFiber opticYesYesYesNoYesNoTwo yearYesCredit card (automatic)97.957114.25No
5310-NOOVAMale0NoNo46YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoElectronic check19.95907.05No
4526-EXKKNMale0NoNo40YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check24.6973.95No
5311-IHLEIMale0NoNo12NoNo phone serviceDSLYesYesNoYesYesNoMonth-to-monthYesBank transfer (automatic)50.95605.75No
3987-KQDDUMale0NoNo9YesNoFiber opticYesNoNoNoNoNoMonth-to-monthNoElectronic check75.6661.55No
3404-JNXAXFemale0YesYes51YesYesFiber opticNoNoNoYesNoNoMonth-to-monthYesElectronic check80.754116.9No
5131-PONJIMale0YesYes49YesNoFiber opticNoYesYesNoYesNoMonth-to-monthYesCredit card (automatic)90.44494.65No
2845-AFFTXMale1YesNo41YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check99.84259.3Yes
3489-VSFRDFemale0NoNo56YesNoDSLYesNoYesYesNoNoOne yearYesCredit card (automatic)60.253282.75No
3345-JHUEOMale0NoNo4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check20.255.7No
5815-HGGHVMale0YesNo20YesNoDSLYesNoNoYesNoYesOne yearYesMailed check64.151274.45No
5260-UMPWXFemale0YesYes26YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)20.25493.95No
2249-YPRNGFemale0YesYes20YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesBank transfer (automatic)105.852239.65Yes
7410-YTJIKFemale0NoNo7YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoMailed check75.45480.75Yes
4626-GYCZPMale0NoNo7YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check93.85635.6Yes
5649-RXQTVMale0NoNo51YesNoFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check995038.15No
2674-MIAHTFemale0NoNo4YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesMailed check80.3324.2No
2576-HXMPAFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)19.5519.55No
7587-AOVVUMale0YesYes27YesYesFiber opticYesYesNoYesYesNoMonth-to-monthNoElectronic check100.752793.55No
5590-BYNIIMale0NoNo22YesYesFiber opticYesNoNoNoYesYesMonth-to-monthYesElectronic check100.752095Yes
6898-MDLZWMale0NoNo12YesNoDSLNoYesNoYesNoNoMonth-to-monthYesMailed check53.75648.65No
3237-AJGEHFemale0YesYes3NoNo phone serviceDSLNoNoNoYesNoNoMonth-to-monthYesMailed check3195.05Yes
4707-YNOQAFemale0YesYes34YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesCredit card (automatic)25.6917.15No
9357-UJRUNMale0YesNo24YesYesDSLYesNoNoYesNoNoOne yearYesElectronic check58.351346.9No
1591-NFNLQMale0NoNo51YesYesFiber opticNoNoYesNoNoNoMonth-to-monthNoCredit card (automatic)804242.35Yes
8648-PFRMPFemale1NoNo14NoNo phone serviceDSLNoNoNoNoYesYesMonth-to-monthYesElectronic check46.35672.7No
7663-CUXZBMale0YesNo59YesYesFiber opticYesYesYesYesYesYesTwo yearNoElectronic check113.756561.25No
0258-NOKBLMale0NoNo3YesNoFiber opticNoYesYesNoNoYesMonth-to-monthNoElectronic check90.4268.45No
1163-VIPRIFemale0YesYes65YesYesFiber opticYesNoYesYesYesYesTwo yearNoElectronic check109.37337.55No
2815-CPTULMale1NoNo5YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check70.25331.9Yes
9348-ROUAIFemale0YesYes59YesYesDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)90.35194.05No
9443-JUBUOMale0YesYes72NoNo phone serviceDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)65.254478.85No
0596-BQCEQFemale0YesYes62YesNoFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check100.156283.3Yes
1481-ZUWZAMale0NoNo28YesYesFiber opticYesYesNoNoNoYesMonth-to-monthYesCredit card (automatic)94.52659.4Yes
3043-TYBNOMale0NoNo3YesNoDSLNoNoNoYesNoYesMonth-to-monthNoMailed check60.65196.9No
4830-FAXFMMale0NoYes19YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)24.1439.2No
5906-BFOZTMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.519.5No
2960-NKRSOMale0NoNo24YesNoFiber opticNoYesYesYesNoNoMonth-to-monthYesElectronic check85.952107.15No
8996-ZROXEMale1NoNo57YesNoDSLNoNoYesYesNoNoOne yearYesElectronic check53.53035.8No
5598-IKHQQFemale0NoNo72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.451866.45No
0397-ZXWQFMale0NoNo67YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.51430.95No
5266-PFRQKMale0YesYes52YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesCredit card (automatic)20.851071.6No
4674-HGNUAMale0YesYes71YesYesDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)89.96457.15No
6765-MBQNUFemale0YesNo26YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check26684.05No
9786-IJYDLFemale0NoNo35YesYesFiber opticYesYesYesYesYesYesTwo yearYesMailed check113.23914.05No
1303-SRDOKFemale0YesYes55YesNoFiber opticNoNoNoNoNoNoTwo yearYesCredit card (automatic)69.053842.6No
3769-MHZNVFemale0YesYes33YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.1670.35No
6295-OSINBMale0YesNo72YesYesFiber opticYesYesYesNoYesYesTwo yearYesElectronic check109.657880.25No
3308-MHOOCMale0NoYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.219.2No
2309-OSFEUMale0NoNo10NoNo phone serviceDSLNoNoNoNoNoYesMonth-to-monthYesMailed check33.9298.45Yes
2207-QPJEDFemale1YesNo37YesNoFiber opticNoNoYesYesYesNoMonth-to-monthNoElectronic check903371.75No
4177-JPDFUMale0NoNo12NoNo phone serviceDSLNoYesNoYesNoNoMonth-to-monthNoMailed check34442.45No
2239-CFOUJMale0YesYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.420.4No
8046-DNVTLMale0YesNo62NoNo phone serviceDSLYesYesNoYesNoNoTwo yearYesCredit card (automatic)38.62345.55No
2209-XADXFFemale0NoNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)25.2525.25No
6620-JDYNWFemale0NoNo18YesYesDSLYesNoYesNoNoNoMonth-to-monthYesMailed check60.61156.35No
1891-FZYSAMale1YesNo69YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check89.956143.15Yes
4770-UEZOXMale0NoNo2YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check74.75144.8No
1038-RQOSTMale0YesYes19YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.6414.95No
7613-LLQFOMale0NoNo12YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check84.451059.55Yes
4568-TTZRTMale0NoNo9YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.4181.8No
9513-DXHDAMale0NoNo27YesNoDSLYesNoYesYesYesYesOne yearNoElectronic check81.72212.55No
2640-PMGFLMale0NoYes27YesYesFiber opticNoNoNoYesNoNoMonth-to-monthYesElectronic check79.52180.55Yes
3801-HMYNLMale0YesYes1YesNoFiber opticNoNoNoNoYesYesMonth-to-monthNoMailed check89.1589.15Yes
0516-QREYCFemale1NoNo24YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.3459.95No
9685-WKZGTMale1NoNo14YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.951036.75Yes
6022-UGGSOFemale1NoNo32YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check74.42276.95Yes
8084-OIVBSFemale0NoNo11YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20211.95No
8896-BQTTIMale0NoNo1YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check2525No
3865-QBWSJMale1NoYes38YesYesFiber opticYesNoNoNoNoNoMonth-to-monthYesMailed check80.453162.65No
3352-RICWQFemale0YesYes9YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.75210.65No
2160-GPFXDMale0YesYes54YesYesDSLYesYesNoYesNoNoTwo yearYesCredit card (automatic)65.653566.7No
2065-MMKGRFemale0NoNo29YesYesDSLNoNoNoNoYesYesOne yearYesCredit card (automatic)712080.1No
5857-TYBCJMale1YesNo44YesYesFiber opticNoNoYesNoYesNoMonth-to-monthYesElectronic check89.24040.2No
1498-NHTLTMale0YesYes59YesNoDSLYesYesYesYesYesYesTwo yearYesElectronic check86.755186No
4484-CGXFKFemale0NoNo3YesNoDSLNoNoNoNoNoYesMonth-to-monthYesElectronic check55.3196.15Yes
1402-PTHGNFemale0YesYes18YesNoDSLYesYesNoYesNoNoOne yearYesMailed check61.51087.45No
4176-RELJRMale1NoNo67YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.11672.15No
6214-EDAKZFemale0YesYes22YesNoDSLNoYesNoYesNoNoMonth-to-monthNoElectronic check55.151206.05Yes
5199-FPUSPMale0NoYes33NoNo phone serviceDSLYesNoNoYesNoNoOne yearNoCredit card (automatic)34.051113.95No
6377-KSLXCMale0NoNo5YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.95107.05No
1796-JANOWFemale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.9538.15No
0238-WHBIQMale0YesYes72YesYesDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)89.76339.3No
8735-NBLWTMale0NoYes9YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.4184.1No
6651-RLGGMMale0YesYes67YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check26.31688.9No
6127-ISGTUFemale0YesNo16YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check84.951378.25Yes
1614-JBEBIFemale0NoNo8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.7137.6No
8740-XLHDRMale0NoNo5NoNo phone serviceDSLYesYesYesYesNoNoMonth-to-monthYesMailed check43.25219Yes
1208-DNHLNMale0YesYes23YesYesDSLNoNoNoNoNoNoOne yearYesCredit card (automatic)48.351067.15Yes
1761-AEZZRMale0NoNo1YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check79.5579.55Yes
3923-CSIHKFemale1YesNo50YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check71.053444.85Yes
5696-EXCYSMale0NoNo17YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.45369.05No
5795-KTGUDFemale0YesNo68YesYesFiber opticYesYesYesNoYesYesTwo yearYesBank transfer (automatic)110.87553.6No
7120-RFMVSMale0NoNo1YesYesFiber opticNoNoNoNoYesNoMonth-to-monthNoElectronic check84.584.5Yes
7924-GJZFIFemale1YesNo25YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.31813.1No
4702-HDRKDMale0NoNo67NoNo phone serviceDSLYesNoYesYesYesNoOne yearYesBank transfer (automatic)49.353321.35No
8512-WIWYVMale0NoNo32YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)20.35707.5No
5897-ZYEKHFemale1YesNo67YesYesFiber opticYesYesNoNoYesYesOne yearYesElectronic check105.67112.15No
5456-ITGICMale1YesNo72NoNo phone serviceDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)64.454641.1No
7317-GGVPBMale0YesNo71YesYesFiber opticNoYesYesYesYesYesTwo yearYesCredit card (automatic)108.67690.9Yes
1406-PUQVYMale0NoYes1YesNoDSLNoYesNoNoNoNoMonth-to-monthYesElectronic check49.949.9No
1322-AGOQMMale0NoNo46NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthNoBank transfer (automatic)30.31380.1Yes
3677-IYRBFFemale1NoNo2NoNo phone serviceDSLNoNoYesNoNoNoMonth-to-monthYesElectronic check30.478.65Yes
5692-FPTAHFemale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check45.445.4Yes
9114-AAFQHFemale0YesNo48YesNoDSLNoYesYesNoNoYesOne yearYesElectronic check65.653094.65No
8715-KKTFGFemale0YesNo61YesYesFiber opticNoNoYesYesYesYesOne yearYesBank transfer (automatic)103.36518.35No
1550-LOAHAFemale0YesNo32YesNoFiber opticNoYesNoNoNoYesMonth-to-monthNoBank transfer (automatic)84.152585.95Yes
1728-BQDMAFemale0NoNo2YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check44.4582.7No
0268-QKIWOFemale0NoNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check19.7558.85Yes
0876-WDUUZFemale0NoNo5YesNoFiber opticNoNoNoYesNoYesMonth-to-monthYesCredit card (automatic)85.4425.9Yes
5117-ZSMHQFemale0YesYes71YesYesDSLYesYesYesYesYesYesTwo yearNoBank transfer (automatic)89.96342.7No
5151-HQRDGMale0YesNo37YesYesDSLYesNoNoNoNoNoMonth-to-monthYesMailed check55.052030.75No
0960-HUWBMMale0YesYes65YesYesFiber opticNoNoYesYesYesYesTwo yearYesBank transfer (automatic)104.16700.05No
6465-GSRCLFemale0NoYes67YesYesFiber opticNoYesNoYesYesYesOne yearYesBank transfer (automatic)106.67244.7No
0617-FHSGKMale0NoYes49YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoCredit card (automatic)75.23678.3Yes
0263-FJTQOMale0YesYes50YesYesDSLYesNoNoYesYesNoTwo yearYesCredit card (automatic)70.53486.65No
7319-ZNRTRMale0YesYes25YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoElectronic check19.6411.15No
2858-MOFSQFemale0NoYes17YesYesDSLNoNoYesNoNoNoOne yearYesMailed check55.85937.5Yes
7503-EPSZWFemale0YesYes64YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check24.051559.15No
7089-XXAYGMale0YesNo25NoNo phone serviceDSLNoNoYesNoYesNoOne yearYesCredit card (automatic)38.1970.4No
8118-LSUELMale1NoNo23YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check106.42483.5Yes
8070-AAWZPMale1YesNo24NoNo phone serviceDSLNoNoYesYesNoNoMonth-to-monthNoMailed check34.25828.2No
1666-JXLKUFemale0NoNo37YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check100.053810.55No
7855-DIWPOFemale0NoNo21YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check68.651493.2No
5133-POWUAMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check45.845.8No
5652-MSDEYFemale0NoNo10YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check75.75777.3No
7005-CCBKVMale0NoNo6YesNoFiber opticNoYesNoNoNoYesMonth-to-monthYesElectronic check84.4556.35Yes
1810-BOHSYMale0YesNo51YesYesFiber opticYesYesNoNoNoYesOne yearYesCredit card (automatic)96.44911.05No
1784-BXEFAFemale0NoNo10YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.55187.35No
7351-MHQVUFemale0NoNo6NoNo phone serviceDSLYesYesNoYesNoYesMonth-to-monthNoCredit card (automatic)50.95307.6No
9224-VTYIDMale0YesYes47YesYesDSLYesYesYesYesYesYesTwo yearYesMailed check90.54318.35No
9500-IWPXQFemale0YesYes61YesYesDSLYesYesYesYesNoYesOne yearYesElectronic check79.44820.55No
5762-TJXGKFemale0NoNo52NoNo phone serviceDSLYesYesYesNoYesYesTwo yearYesBank transfer (automatic)58.753038.55No
4504-YOULAFemale0YesYes35YesYesDSLYesYesNoNoNoNoMonth-to-monthYesCredit card (automatic)59.452136.9No
5569-IDSEYMale0YesNo71YesYesFiber opticNoYesYesNoYesYesOne yearYesBank transfer (automatic)105.77472.15No
4250-FDVOUFemale0NoNo6YesNoDSLYesYesNoNoNoNoMonth-to-monthNoElectronic check56.25389.1Yes
7284-ZZLOHMale0YesNo45YesNoDSLYesNoYesNoNoNoTwo yearNoCredit card (automatic)53.32296.25No
5277-ZLOORFemale1NoNo2YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check85.55187.45Yes
2141-RRYGOFemale0NoNo4YesNoDSLNoYesNoNoYesYesMonth-to-monthYesBank transfer (automatic)68.65261.25Yes
1777-JYQPJMale0NoNo2NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoMailed check24.338.45No
6376-GAHQEMale0NoNo4YesNoFiber opticNoNoNoNoYesNoMonth-to-monthNoElectronic check77.85299.2Yes
3401-URHDAMale0NoNo51YesYesDSLYesNoNoYesNoNoOne yearNoCredit card (automatic)59.93043.6No
1599-EAHXYMale0YesYes60YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)23.951506.4No
8631-XVRZLMale0NoNo9YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check20.15163.7No
5052-PNLOSMale0NoNo3YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesBank transfer (automatic)105.35323.25Yes
3853-LYGAMMale0NoNo17YesYesFiber opticNoNoYesYesNoYesMonth-to-monthYesBank transfer (automatic)95.651640No
6979-ZNSFFFemale0NoNo8YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check87.05762.1Yes
5751-USDBLMale0YesYes46YesNoDSLYesNoYesYesYesYesTwo yearNoMailed check813846.35No
5680-LQOGPFemale0NoNo68YesNoDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)82.455646.6No
2386-LAHRKMale0NoNo1YesNoDSLNoNoNoNoYesNoMonth-to-monthYesMailed check53.553.5Yes
8189-DUKMVFemale0YesNo4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)20.579.05No
6032-IGALNFemale0NoNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesMailed check25.125.1Yes
9931-DCEZHMale0NoYes28YesNoDSLNoYesNoYesNoNoOne yearYesCredit card (automatic)54.41516.6No
1898-JSNDCFemale0NoNo39YesNoDSLNoYesNoNoYesNoOne yearYesCredit card (automatic)58.62224.5No
0315-LVCRKMale0NoNo11YesNoFiber opticNoNoYesNoNoYesMonth-to-monthNoElectronic check84.8888.75No
3911-RSNHIFemale0YesNo71NoNo phone serviceDSLNoYesYesYesYesYesTwo yearYesCredit card (automatic)61.44310.35No
2410-CIYFZMale0NoYes2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.442.9No
4248-HCETZMale1YesNo30YesNoFiber opticNoYesYesNoNoNoMonth-to-monthYesMailed check79.652365.15Yes
5505-OVWQWFemale0NoNo17YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.15353.65No
7271-AJDTLFemale0YesNo55YesYesFiber opticNoYesYesNoYesNoMonth-to-monthYesCredit card (automatic)94.455073.1No
1867-TJHTSFemale0NoNo58YesYesFiber opticYesNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)79.84526.85No
0516-WJVXCFemale0NoNo5YesNoDSLYesNoNoYesNoNoMonth-to-monthNoElectronic check54.2308.25Yes
9174-FKWZEFemale1NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check19.4519.45Yes
6860-YRJZPMale1NoNo9YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.05678.45No
4429-WYGFRMale0NoNo26YesNoDSLNoNoNoYesNoNoMonth-to-monthNoBank transfer (automatic)49.151237.3No
2817-LVCPPFemale0NoNo50YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.41023.95No
5038-ETMLMFemale0YesNo72YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)113.658182.75No
5056-FIMPTFemale0NoYes43YesNoFiber opticYesYesNoYesYesYesOne yearYesCredit card (automatic)1064532.3No
4521-WFJAIMale0NoNo56YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)25.951444.05No
6569-KTMDUFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.119.1No
8809-RIHDDMale0YesYes72YesYesFiber opticNoYesYesNoYesYesTwo yearYesElectronic check103.47372.65Yes
8809-XKHMDMale0YesNo72YesYesFiber opticYesYesNoYesNoYesTwo yearYesBank transfer (automatic)100.557325.1No
0396-YCHWOMale0YesNo36YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check95.43474.2No
0867-LDTTCMale0NoNo5YesNoDSLNoNoYesYesYesYesMonth-to-monthNoBank transfer (automatic)75.15392.65No
4822-NGOCHFemale0NoNo13YesYesFiber opticNoYesYesNoNoNoMonth-to-monthYesElectronic check84.451058.6Yes
9391-DXGGGFemale1NoNo44YesNoFiber opticNoYesYesNoNoYesOne yearNoCredit card (automatic)89.153990.75No
9844-FELAJFemale1YesYes70YesYesFiber opticNoYesYesYesYesYesOne yearYesElectronic check107.97475.85No
2122-SZZZDMale0NoNo44YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19.5835.5No
5307-DZCVCFemale1YesNo32YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesCredit card (automatic)85.952628.6Yes
3148-AOIQTFemale0YesNo69YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)24.951718.35No
8679-JOEVFFemale1NoNo16YesNoDSLNoNoNoYesYesNoMonth-to-monthNoElectronic check59.41023.9Yes
8395-ETZKQMale1YesYes68YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)19.51193.55No
6692-YQHXCMale0NoNo16YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)69.951205.5No
3889-VWBIDMale0YesYes68YesNoDSLYesYesNoYesYesYesTwo yearNoBank transfer (automatic)82.855776.45No
5222-JCXZTMale0NoNo4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check1978.9No
9754-CLVZWFemale0YesYes26NoNo phone serviceDSLYesYesNoYesNoNoMonth-to-monthNoCredit card (automatic)38.851025.15No
1432-FPAXXFemale0NoNo29NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthYesElectronic check30.6856.35Yes
2739-CCZMBMale0NoYes5YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)20.35122No
7080-TNUWPMale0YesNo70YesYesFiber opticNoYesYesNoYesNoOne yearYesBank transfer (automatic)956602.9No
0496-AHOOKMale0YesNo24YesNoDSLYesNoNoYesYesYesOne yearNoBank transfer (automatic)74.41712.9No
8336-TAVKXFemale1YesNo72YesYesDSLYesYesYesYesNoYesTwo yearNoBank transfer (automatic)78.455682.25No
2468-SJFLMMale0NoNo1YesNoFiber opticNoNoNoYesNoNoMonth-to-monthYesMailed check74.374.3No
3181-VTHOEMale0YesNo70NoNo phone serviceDSLNoYesYesYesNoYesOne yearYesBank transfer (automatic)51.053635.15No
7168-HDQHGFemale0YesYes36YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)19.2702.9No
4803-AXVYPFemale1NoNo38YesYesFiber opticNoNoNoYesYesYesMonth-to-monthYesElectronic check99.553734.25Yes
3884-HCSWGFemale0NoNo17YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check701144.5Yes
4567-AKPIAFemale0YesYes41YesYesFiber opticNoYesYesYesYesYesOne yearYesBank transfer (automatic)109.14454.25No
5077-DXTCGFemale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check45.345.3Yes
1142-WACZWMale0NoNo2NoNo phone serviceDSLNoNoNoYesNoNoMonth-to-monthNoBank transfer (automatic)29.8575.6Yes
7901-HXJVAMale0NoNo14YesNoFiber opticNoNoYesNoNoNoMonth-to-monthNoElectronic check76.451117.55No
5649-ANRMLMale1NoNo2YesNoFiber opticNoYesYesYesNoYesMonth-to-monthYesCredit card (automatic)95.1180.25Yes
4892-VLANZMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.819.8Yes
5924-IFQTTMale0YesYes13YesYesDSLNoYesYesYesYesNoMonth-to-monthYesElectronic check72.8930.05No
7968-QUXNSMale0NoNo6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check18.95110.15No
2919-HBCJOFemale0NoNo4YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)76.65333.6Yes
4236-XPXAVFemale0YesYes5YesNoFiber opticNoYesNoYesYesYesMonth-to-monthYesMailed check99.15465.05Yes
8903-WMRNWFemale0YesNo15YesNoFiber opticYesNoYesNoYesYesMonth-to-monthNoElectronic check101.751669.4No
2452-SNHFZFemale0NoNo47YesNoFiber opticYesNoNoNoNoNoMonth-to-monthNoCredit card (automatic)75.453545.1No
3629-WEAAMFemale0NoNo8YesNoDSLNoNoYesYesNoYesMonth-to-monthNoMailed check64.1504.05No
6029-CSMJEMale0NoNo17NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesMailed check25.65440.2No
7993-NQLJEMale0YesYes15YesNoFiber opticYesNoNoNoNoNoMonth-to-monthNoMailed check75.11151.55No
9909-DFRJAFemale0NoNo26YesNoFiber opticYesNoYesYesNoYesOne yearYesBank transfer (automatic)95.852475.35No
9099-FTUHSFemale0NoNo23YesYesDSLYesNoNoNoNoNoMonth-to-monthNoElectronic check54.41249.25No
0581-BXBUBFemale1NoNo4YesNoFiber opticNoYesNoNoNoNoMonth-to-monthNoElectronic check72.75317.75No
4962-CHQPWMale0NoYes29YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.85535.05No
9467-ROOLMFemale0NoNo25YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.05461.3No
3030-YZADTMale0NoNo9YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check44.95431Yes
7410-KTVFVMale0YesNo18YesNoDSLNoNoYesNoNoNoMonth-to-monthYesMailed check49.55878.35Yes
5150-ITWWBMale1NoNo3YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check94.85335.75No
2253-KPMNBFemale0YesYes69NoNo phone serviceDSLYesYesYesYesNoNoTwo yearNoBank transfer (automatic)46.253121.4No
1345-ZUKIDMale0NoNo14YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.35324.8No
6429-SHBCBMale0NoNo19YesYesDSLNoNoNoNoYesYesMonth-to-monthNoMailed check69.61394.55No
9281-OFDMFMale1NoNo39YesYesFiber opticNoYesNoNoNoYesMonth-to-monthNoElectronic check90.73413.25No
2603-HVKCGMale0NoNo31YesNoFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check101.43143.65No
1834-WULEGMale0YesYes24YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.25439.75No
9097-ZUBYCMale0YesNo14YesNoDSLNoNoNoYesNoNoMonth-to-monthNoBank transfer (automatic)48.8664.4No
5148-ORICTFemale0YesNo64YesNoDSLYesYesYesYesNoYesTwo yearYesMailed check74.354759.55No
4893-GYUJUFemale0NoNo50YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check19.351033No
4578-PHJYZMale0YesYes52YesNoDSLNoYesYesYesYesNoOne yearYesElectronic check68.753482.85No
7272-QDCKAMale0NoNo28YesYesFiber opticNoYesNoNoYesYesOne yearNoElectronic check100.22688.45No
8908-SLFCJFemale0NoNo21YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)20.85435.25No
8393-DLHGAMale0NoYes25YesNoFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check95.92448.75Yes
9766-HGEDEFemale0YesNo17YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.35307No
6968-MHOMUMale0YesNo58NoNo phone serviceDSLNoNoNoNoYesYesOne yearYesCredit card (automatic)452689.35No
7395-IGJOSMale1YesNo17YesNoFiber opticNoNoNoNoNoYesMonth-to-monthNoBank transfer (automatic)81.51329.2Yes
5044-XDPYXFemale0YesNo51YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.51281.25No
1814-WFGVSMale0YesYes72NoNo phone serviceDSLYesNoYesYesYesNoTwo yearNoMailed check48.93527No
2834-SPCJVMale0YesNo52YesNoFiber opticYesNoNoNoYesNoMonth-to-monthNoElectronic check84.14348.65Yes
3721-WKIILFemale0NoNo27YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check19.6561.15No
6734-CKRSMFemale0NoNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check2063.6No
1265-ZFOSDFemale0YesNo64YesYesDSLYesYesYesYesNoYesTwo yearYesMailed check81.35129.3No
6568-POCUIFemale0YesNo45YesNoFiber opticNoNoNoYesYesYesTwo yearYesCredit card (automatic)95.24285.8No
7890-VYYWGMale1YesNo3NoNo phone serviceDSLNoNoNoNoYesNoMonth-to-monthYesMailed check36.4593.7Yes
5197-LQXXHFemale0YesNo71YesYesDSLNoYesYesYesYesYesTwo yearYesCredit card (automatic)83.35894.5No
9907-SWKKFFemale1NoNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoMailed check25.0525.05Yes
3457-PQBYHFemale0YesYes58YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.31160.75No
7682-AZNDKMale0YesYes34YesNoFiber opticNoYesYesNoYesNoMonth-to-monthYesElectronic check89.853091.75No
0587-DMGBHFemale0NoNo8YesNoDSLYesNoNoNoNoNoMonth-to-monthYesElectronic check49.85365.55Yes
5384-ZTTWPFemale0YesYes15YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.8272.95No
3745-HRPHIMale0YesYes66NoNo phone serviceDSLNoNoYesYesYesYesTwo yearNoBank transfer (automatic)54.653632No
7636-OWBPGMale1NoNo12NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthYesCredit card (automatic)29.35381.2No
1231-YNDEKMale0NoNo58YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)19.151035.5No
1407-DIGZVFemale0YesYes3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.152No
6397-JNZZGFemale1YesNo43NoNo phone serviceDSLNoYesYesNoYesYesMonth-to-monthNoCredit card (automatic)55.552342.2Yes
0570-BFQHTFemale0NoNo9YesNoFiber opticNoYesYesNoNoNoMonth-to-monthNoElectronic check80.55653.9No
4393-OBCRRFemale0NoNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.2571.2No
3523-QRQLLFemale0YesYes22YesNoDSLNoYesNoNoYesYesOne yearYesBank transfer (automatic)69.51498.2Yes
8564-LDKFLMale0YesNo40YesYesFiber opticNoYesYesNoYesYesOne yearYesBank transfer (automatic)1064178.65No
3696-DFHHBFemale0NoNo68YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)25.51821.8No
0895-DQHEWMale0YesNo54YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check104.35278.15Yes
4717-GHADLFemale0NoNo50YesYesDSLNoYesNoYesYesYesTwo yearYesMailed check79.64024.2No
5501-TVMGMMale0NoNo1YesNoDSLNoNoNoNoNoYesMonth-to-monthYesElectronic check55.2555.25No
5879-HMFFHFemale0YesNo72YesYesDSLYesYesYesYesYesYesTwo yearNoBank transfer (automatic)88.056520.8No
6772-WFQRDMale0NoYes40YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)20.4854.9No
3810-DVDQQFemale0YesYes72YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)117.68308.9No
6972-SNKKWFemale0NoNo6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20109.2No
3694-GLTJMFemale0NoNo5YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)19.6592.05No
8550-XSXUQMale0YesNo48YesYesDSLNoYesYesNoNoYesOne yearYesCredit card (automatic)70.553420.5No
8149-RSOUNFemale0NoNo1YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check93.8593.85Yes
9055-MOJJJFemale0YesYes64YesNoDSLYesNoNoYesYesNoOne yearNoMailed check65.84068No
4359-INNWNFemale0NoNo17YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)20.05337.9No
0585-EGDDAMale0YesNo40YesNoFiber opticNoYesYesNoNoNoMonth-to-monthYesElectronic check803168.75No
4032-RMHCIFemale0YesYes41NoNo phone serviceDSLYesNoYesNoNoNoOne yearNoCredit card (automatic)35.41412.4No
0549-CYCQNMale1NoNo51YesYesFiber opticNoYesNoNoNoNoOne yearYesBank transfer (automatic)79.63974.7No
3481-JHUZHMale0YesNo41YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check80.253439No
7250-EQKIYFemale0YesYes1YesNoDSLNoNoYesNoNoNoMonth-to-monthNoMailed check50.4550.45Yes
3594-IVHJZFemale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.4542.45No
6869-FGJJCMale0NoNo68YesNoFiber opticNoYesYesNoNoNoOne yearNoCredit card (automatic)79.65461.45No
3896-ZVNETFemale0YesYes24YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check24.7571.75No
8205-VSLRBMale0YesNo70YesYesDSLYesNoYesYesNoYesTwo yearNoCredit card (automatic)77.35498.2No
5960-MVTUKMale0NoNo3NoNo phone serviceDSLNoNoNoYesNoNoMonth-to-monthYesElectronic check29.7596.85No
6817-WTYHEMale0NoNo2YesNoDSLNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)44.9111.05No
3082-VQXNHMale0YesNo3NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthNoCredit card (automatic)29.894.4No
4013-UBXWQFemale0NoNo7YesYesDSLNoNoNoYesYesYesMonth-to-monthYesElectronic check74.65521.1Yes
4931-TRZWNFemale0NoNo13YesNoDSLYesNoNoNoYesYesMonth-to-monthYesElectronic check71.95923.85No
0750-EKNGLMale0NoNo7YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.75141.1No
7669-LCRSDMale0YesYes12YesNoDSLNoNoNoNoYesNoMonth-to-monthYesMailed check56.3628.65No
3567-PQTSOMale0YesYes53YesYesFiber opticNoYesYesNoYesYesOne yearYesElectronic check105.255576.3No
5519-NPHVGFemale0NoNo12YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check94.21046.1Yes
8043-PNYSDMale0YesYes63YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.551245.6No
9938-EKRGFFemale0NoNo15YesNoDSLYesYesYesYesYesYesMonth-to-monthNoMailed check84.451287.85No
2703-AMTULMale0YesYes36YesNoDSLYesYesNoNoNoNoOne yearNoMailed check53.651939.35No
0928-JMXNPMale1YesNo4NoNo phone serviceDSLNoNoYesNoNoNoMonth-to-monthYesElectronic check29.9118.25No
8173-RXAYPFemale0YesYes24YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.7452.55No
4825-XJGDMFemale0NoNo61NoNo phone serviceDSLYesYesYesYesNoNoOne yearNoCredit card (automatic)43.72696.55No
5402-HTOTQMale0NoNo16YesYesDSLNoYesNoNoNoNoMonth-to-monthNoElectronic check55.3875.35No
6734-JDTTVMale0YesYes65YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)19.851267.05No
7850-THJMUFemale0YesYes26YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.65494.9No
3890-RTCMSMale0NoNo16YesNoDSLNoNoNoYesNoNoMonth-to-monthYesMailed check49.45799No
8849-GYOKRFemale0YesNo54YesYesFiber opticYesYesNoNoYesYesOne yearNoBank transfer (automatic)106.555763.3Yes
3148-BLQJTMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.120.1Yes
3717-FDJFUMale0NoYes5YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.45106.9No
3665-JATSNFemale0NoNo19NoNo phone serviceDSLNoYesNoNoNoYesMonth-to-monthYesElectronic check39.7710.05No
7966-YOTQWMale0NoNo10YesYesDSLYesNoNoNoNoNoMonth-to-monthYesCredit card (automatic)54.5568.2No
0461-CVKMUFemale0YesYes23YesNoFiber opticNoYesYesYesNoNoMonth-to-monthNoElectronic check83.81900.25Yes
8806-EAGWCMale0NoNo3YesNoDSLNoNoNoNoYesNoMonth-to-monthNoMailed check55.15159.15Yes
8853-TZDGHFemale0NoNo72YesYesFiber opticNoYesYesYesYesYesTwo yearYesBank transfer (automatic)111.68012.75No
7779-LGOVNMale1YesNo10YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check86.65856.65Yes
4324-BZCKLFemale0YesYes10YesNoDSLNoYesYesNoNoNoMonth-to-monthYesMailed check55.55551.3No
6924-TDGMTMale0YesNo11YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check20.55184.95No
9710-ZUSHQFemale1NoNo37YesYesFiber opticYesYesNoNoYesYesMonth-to-monthYesBank transfer (automatic)106.754056.75Yes
1536-YHDOEMale0YesYes17YesYesDSLYesNoNoYesNoNoOne yearYesMailed check62.11096.65No
8123-QBNAZFemale0YesYes36YesYesFiber opticYesNoYesNoYesYesMonth-to-monthYesCredit card (automatic)104.53684.95No
3629-ZNKXAMale1NoNo17YesNoFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check101.81752.45No
4827-LTQRJFemale1YesYes66YesYesFiber opticYesYesNoYesYesYesOne yearYesCredit card (automatic)110.67210.85No
7711-YIJWCMale0YesYes61YesNoDSLYesYesYesYesYesYesOne yearNoBank transfer (automatic)84.95264.5No
5482-VXSXJMale0NoNo22YesNoFiber opticNoYesNoNoYesYesMonth-to-monthYesMailed check93.22157.3No
7365-BVCJHMale0NoNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check24.424.4No
9620-ENEJVFemale0NoNo6YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoCredit card (automatic)70.55433.95No
4183-WCSEPMale0NoNo31YesNoFiber opticNoYesNoYesNoNoMonth-to-monthYesElectronic check78.452435.15Yes
2378-YIZKAFemale0YesYes68YesNoDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)855607.75No
5498-TXHLFFemale0YesYes34YesYesFiber opticNoNoYesNoYesNoMonth-to-monthNoElectronic check87.452874.15Yes
0689-DSXGLFemale0YesYes52YesNoFiber opticNoYesYesYesNoNoMonth-to-monthNoBank transfer (automatic)85.84433.3No
6818-DJXAAFemale0NoYes10YesNoFiber opticNoNoYesYesYesNoMonth-to-monthYesElectronic check91.1964.35No
9722-UJOJRMale0YesYes29YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.751974.8Yes
0464-WJTKOFemale0YesYes72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.11460.85No
8902-ZEOVFMale0YesYes47YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.05951.55No
6778-EICRFMale0YesYes24YesYesDSLYesNoNoNoYesYesOne yearNoMailed check74.81821.2No
2662-NNTDKMale0NoNo65YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)24.81600.95No
4132-KALROFemale0NoNo4YesYesFiber opticNoNoNoYesYesYesMonth-to-monthYesMailed check100.85399.25No
3902-FOIGHMale1YesNo12YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check101.351218.55Yes
6772-KSATRMale0NoNo1YesYesFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check81.781.7Yes
7112-OPOTKMale0NoNo33YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check68.252171.15Yes
2874-YXVVAFemale0NoNo34YesNoFiber opticNoYesYesYesYesYesMonth-to-monthYesElectronic check105.13634.8No
1245-HARPSFemale0YesNo14YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.4292.4No
4210-QFJMFFemale0NoNo4YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check79.15317.25Yes
4323-ELYYBMale0YesYes13YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20218.55No
4293-ETKAPFemale0YesYes65YesYesDSLNoYesNoYesYesYesTwo yearYesBank transfer (automatic)79.45071.9No
6064-PUPMCMale0YesYes23YesNoDSLYesNoNoYesNoNoOne yearNoCredit card (automatic)57.21423.35No
6504-VBLFLMale0YesNo55YesNoDSLYesYesYesNoNoNoTwo yearNoElectronic check58.63068.6No
6322-PJJDJMale0YesNo49YesNoFiber opticNoYesNoNoYesYesTwo yearYesElectronic check94.84690.65No
0330-BGYZEMale0YesNo60YesYesFiber opticNoYesYesNoYesYesOne yearNoBank transfer (automatic)102.56157.6No
1085-LDWAMFemale0YesYes69YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesCredit card (automatic)20.351442.65No
7586-ZATGZMale0NoNo40YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check84.93369.05No
7197-VOJMMMale0YesNo67YesNoDSLYesYesNoYesNoYesTwo yearYesCredit card (automatic)69.24671.65No
3318-OSATSMale1NoNo35YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check95.453474.05Yes
5828-AVIPDMale0YesYes19YesYesFiber opticNoNoNoYesYesYesOne yearYesElectronic check100.951875.55Yes
1843-TLSGDFemale0YesYes13YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.85272.35No
9626-VFRGGFemale0NoYes41YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesBank transfer (automatic)88.53645.05No
7075-BNDVQFemale0NoNo4NoNo phone serviceDSLYesNoYesNoNoNoMonth-to-monthNoMailed check35135.75No
9143-CANJFFemale0YesYes24YesNoDSLYesNoNoYesNoNoMonth-to-monthNoElectronic check55.151319.85No
7284-BUYECFemale0NoNo5NoNo phone serviceDSLNoYesNoNoYesYesMonth-to-monthYesCredit card (automatic)50.95229.4No
2041-JIJCIFemale0NoNo5YesYesDSLNoYesNoNoNoYesMonth-to-monthYesElectronic check64370.25No
1086-LXKFYFemale0YesYes1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check69.169.1Yes
4900-MSOMTFemale0YesYes72YesYesDSLYesYesYesYesYesNoTwo yearNoBank transfer (automatic)80.25714.2No
2229-VWQJHFemale0NoNo24YesNoDSLNoNoYesNoNoNoMonth-to-monthYesCredit card (automatic)49.31233.25No
9194-GFVOIFemale0YesNo42YesYesDSLYesNoYesYesYesYesTwo yearNoCredit card (automatic)84.353571.6No
1336-EZFZYFemale0NoNo4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.0583.3No
4282-MSACWMale0NoNo68YesYesFiber opticYesYesYesYesYesYesOne yearYesCredit card (automatic)117.28035.95No
1403-LKLIKFemale0YesYes33YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.1579.4No
2636-ALXXZFemale1NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.669.6Yes
7774-OJSXIMale0NoNo31YesYesFiber opticNoYesYesNoYesYesOne yearYesElectronic check103.453066.45Yes
7786-WBJYIFemale0NoNo4YesYesFiber opticNoYesNoNoNoNoMonth-to-monthNoBank transfer (automatic)77.95305.55Yes
0136-IFMYDMale1YesNo69YesYesFiber opticNoYesYesYesYesYesTwo yearYesElectronic check109.957634.25No
5144-TVGLPMale1NoNo38YesYesFiber opticNoNoNoNoYesYesMonth-to-monthNoElectronic check94.753653No
9643-AVVWIFemale0YesYes3YesNoFiber opticNoYesNoYesNoNoMonth-to-monthYesElectronic check80241.3No
0253-ZTEOBFemale0YesYes48YesYesDSLNoYesNoYesYesYesTwo yearNoElectronic check79.653870.3No
2706-QZIHYFemale0YesNo15YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.2387.9No
6061-PQHMKFemale0NoNo25YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19.9527.5No
9885-CSMWEFemale1NoNo1YesNoFiber opticNoNoNoNoYesNoMonth-to-monthNoElectronic check78.4578.45Yes
6137-MFAJNFemale0NoNo48NoNo phone serviceDSLYesYesNoNoYesNoMonth-to-monthYesElectronic check44.82104.55No
9122-UMROBMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.320.3No
4232-JGKIYMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check19.219.2No
2402-TAIRZFemale0NoNo37YesNoFiber opticNoYesYesNoNoNoOne yearNoElectronic check80.053019.1No
9659-ZTWSMMale1YesNo66YesYesFiber opticNoYesYesYesYesYesOne yearYesBank transfer (automatic)107.357051.95No
9139-TWBASFemale0YesNo26NoNo phone serviceDSLYesYesYesNoYesNoOne yearNoBank transfer (automatic)47.851190.5No
6685-GBWJZMale0YesNo63YesNoDSLYesYesNoYesYesNoOne yearNoCredit card (automatic)70.84448.8No
5016-ETTFFMale0NoNo10NoNo phone serviceDSLNoNoYesNoNoNoMonth-to-monthNoMailed check29.5255.25Yes
3866-MDTUBFemale0NoNo2YesNoDSLYesNoNoNoYesYesMonth-to-monthYesElectronic check70.75146.9Yes
2195-VVRJFMale1YesNo18YesNoDSLYesNoNoNoNoYesMonth-to-monthYesCredit card (automatic)59.11011.05No
3913-RDSJZFemale0YesNo64YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.551714.95No
8058-JMEQOFemale1NoNo9YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check84.45762.5Yes
4203-QGNZAFemale0NoYes28YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.25535.35No
5043-TRZWMFemale0NoNo1YesNoFiber opticNoNoYesNoNoNoMonth-to-monthNoElectronic check75.5575.55No
0697-ZMSWSMale0NoNo4YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check85.65338.9Yes
7657-DYEPJMale1NoNo38YesNoDSLNoYesYesYesYesNoOne yearYesCredit card (automatic)70.152497.35Yes
9494-BDNNCMale0YesNo66YesYesFiber opticNoYesYesNoNoYesOne yearNoElectronic check95.36273.4No
1640-PLFMPFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.2570.25No
5366-OBVMRFemale0YesNo18YesNoDSLNoNoNoYesNoNoMonth-to-monthYesMailed check50.3908.75No
8276-MQBYCMale1NoNo51YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check97.84913.3Yes
7644-OMVMYMale0YesYes0YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.85 No
7593-XFKDIMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check46.346.3Yes
4573-JKNAEMale0NoYes12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.35212.3No
0337-CNPZEFemale0NoNo41YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check106.34443.45Yes
9817-APLHWMale0NoNo12YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check25316.2No
8380-MQINPFemale0YesYes55YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.31079.05No
0840-DFEZHFemale0NoNo7YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check75.35564.65No
1513-XNPPHFemale0NoNo12YesNoFiber opticNoNoYesYesNoYesMonth-to-monthYesElectronic check89.41095.65Yes
8690-ZVLCLFemale0YesYes68YesYesDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)886161.9No
6015-VVHHEFemale1NoNo5YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesCredit card (automatic)83.15446.05Yes
1125-SNVCKFemale1NoNo49YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check43.82106.05No
0384-LPITEMale0NoNo40NoNo phone serviceDSLYesYesYesNoYesYesOne yearNoCredit card (automatic)62.052511.55No
4616-EWBNJFemale0NoNo16YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)20.1318.6No
6347-DCUIKMale0NoNo10YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check74.15811.8Yes
1335-HQMKXFemale0YesNo72YesYesFiber opticNoYesYesNoYesYesOne yearYesElectronic check101.357323.15No
2545-EBUPKFemale1NoNo2YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check84.05186.05No
6923-AQONUMale0YesYes23YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.9454No
2172-EJXVFFemale1NoNo71YesYesFiber opticNoYesYesNoYesYesOne yearYesElectronic check105.97521.95No
0897-FEGMUFemale0YesNo11YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check99.51056.95Yes
7663-RGWBCMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check44.1544.15Yes
1120-BMWUBFemale0NoNo16YesNoDSLNoYesNoYesNoNoMonth-to-monthYesMailed check53.9834.15Yes
9124-LHCJQFemale0NoNo1YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesMailed check85.4585.45Yes
4536-PLEQYMale0YesNo12YesNoFiber opticNoYesNoNoNoYesMonth-to-monthYesCredit card (automatic)85.05999.8No
7029-IJEJKFemale0NoNo54NoNo phone serviceDSLYesNoNoYesNoYesOne yearNoBank transfer (automatic)44.12369.7No
8871-JLMHMFemale0YesNo68YesYesFiber opticNoYesYesYesNoNoTwo yearNoCredit card (automatic)90.26297.65No
2235-ZGKPTFemale0YesYes4YesYesDSLNoNoNoNoNoNoMonth-to-monthNoMailed check50.85239.55Yes
3891-PUQODFemale0NoYes1YesNoDSLNoNoYesNoNoYesMonth-to-monthNoElectronic check59.259.2Yes
5447-VYTKWMale0NoNo27YesNoDSLYesNoNoYesNoNoMonth-to-monthNoMailed check53.451461.45No
3623-FQBOXMale0NoNo21YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.95416.4No
0689-NKYLFMale0NoNo13YesNoFiber opticNoNoYesNoYesNoMonth-to-monthYesElectronic check83.21060.6Yes
8659-HDIYEFemale1NoNo64YesYesDSLNoYesYesYesNoYesMonth-to-monthNoCredit card (automatic)74.654869.35No
3658-KIBGFFemale0NoNo1YesNoDSLYesYesNoNoNoNoMonth-to-monthYesElectronic check54.954.9Yes
3474-BAFSJMale0YesNo57NoNo phone serviceDSLNoYesYesYesYesYesTwo yearYesBank transfer (automatic)57.53265.95No
5519-YLDGWFemale0YesNo21YesYesFiber opticYesNoYesNoYesYesMonth-to-monthYesElectronic check103.92254.2Yes
3865-ZFZIBMale0NoNo19YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.65358.15No
1855-AGAWHMale0YesNo31YesNoFiber opticNoNoYesNoYesYesOne yearYesElectronic check93.82939.8No
7109-CQYUZMale0NoNo52YesYesDSLYesYesYesYesYesYesTwo yearYesMailed check89.254652.4No
1370-GGAWXFemale0NoNo46YesYesFiber opticNoYesYesNoNoYesOne yearYesElectronic check94.154408.45No
4680-KUTAJFemale1NoNo11YesYesDSLYesNoNoNoNoNoMonth-to-monthYesElectronic check55.6580.8No
5307-UVGNBFemale0YesYes53NoNo phone serviceDSLYesYesYesNoNoYesMonth-to-monthYesBank transfer (automatic)48.72495.2No
4946-EDSEWFemale0YesYes11YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.25180.3Yes
2883-ILGWOMale1NoNo57YesYesFiber opticNoYesNoYesYesYesMonth-to-monthYesBank transfer (automatic)104.95913.95No
2516-VQRRVFemale1NoNo2YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check75.45158.4Yes
7580-UGXNCFemale1NoNo2YesNoDSLYesYesNoNoNoNoMonth-to-monthNoMailed check54.85104.2Yes
3642-BYHDOFemale0YesYes71YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.91389.35No
9629-NHXFWFemale0YesYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.419.4No
2696-RZVZWMale0YesNo68YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.051629.2No
5766-FTRTSMale0YesNo72YesNoDSLYesYesYesYesYesYesTwo yearNoMailed check84.456033.1No
0396-HUJBPFemale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.344.4No
5178-LMXOPMale1YesNo1YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check95.195.1Yes
8879-ZKJOFFemale0NoNo41YesNoDSLYesNoYesYesYesYesOne yearYesBank transfer (automatic)79.853320.75No
6285-FTQBFMale0YesYes72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.551867.7No
8185-UPYBRMale0YesNo6YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check75.5438Yes
4585-HETAIFemale0YesYes4YesNoFiber opticNoNoYesNoNoNoMonth-to-monthYesElectronic check73.75325.45Yes
7526-BEZQBMale0NoNo12YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check96.051148.1Yes
1474-JUWSMFemale0YesNo58YesYesDSLYesNoNoYesNoYesOne yearYesElectronic check68.43972.25No
3530-CRZSBFemale0NoNo7YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.65155.9No
8498-XXGWAFemale0YesNo65YesNoDSLYesNoYesNoNoNoMonth-to-monthYesMailed check55.153673.15No
9617-INGJYMale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check70.670.6No
0621-TSSMUMale0YesNo56YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19.951126.75No
7234-KMNRQMale0NoNo4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check1973.45No
7636-PEPNSFemale0YesYes58YesNoDSLNoNoNoNoNoNoOne yearYesMailed check44.12413.05No
4683-WYDOUMale0YesNo62YesYesFiber opticNoNoYesYesYesYesTwo yearYesBank transfer (automatic)107.66912.7No
9052-DHNKMMale0NoNo26YesYesDSLYesYesNoNoNoNoOne yearNoElectronic check61.551581.95No
6794-HKIAJMale0NoNo62YesYesFiber opticYesYesYesNoNoNoMonth-to-monthNoBank transfer (automatic)90.75586.45No
5578-NKCXIFemale0YesYes58YesNoFiber opticYesYesNoNoYesYesOne yearNoCredit card (automatic)99.255846.65No
1642-HMARXFemale0YesNo68YesYesDSLYesYesYesYesYesYesTwo yearYesElectronic check91.76424.7No
3096-WPXBTFemale0YesYes61YesYesFiber opticYesYesYesNoNoYesOne yearYesCredit card (automatic)100.76018.65No
8434-PNQZXFemale0NoNo42YesYesDSLNoNoYesYesYesYesTwo yearYesCredit card (automatic)78.453373.4No
5950-AAAGJMale0NoNo18YesYesFiber opticNoNoNoNoYesNoMonth-to-monthNoBank transfer (automatic)84.31537.9No
4299-OPXEJFemale0NoNo56YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)19.551080.55No
4951-UKAAQFemale0NoNo4YesYesFiber opticNoYesNoNoNoYesMonth-to-monthYesElectronic check88.95355.2Yes
9618-LFJRUFemale0NoNo4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)20.4582.85No
6693-DJWTYFemale0NoYes35YesNoDSLYesYesNoNoNoNoOne yearNoCredit card (automatic)55.62016.45No
0744-GKNGEFemale0YesYes64YesYesFiber opticYesNoNoYesNoNoMonth-to-monthYesBank transfer (automatic)86.85327.25No
6447-EGDIVFemale0NoNo31YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.95683.25No
1167-OYZJFFemale1YesNo67YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)20.051263.05No
2108-YKQTYFemale0NoNo4YesNoDSLNoYesNoNoNoNoMonth-to-monthNoCredit card (automatic)50.7151.3Yes
4806-DXQCEFemale1YesNo70YesYesFiber opticYesYesYesYesYesYesTwo yearYesElectronic check113.657714.65No
4918-QLLIWMale0NoNo3YesNoDSLNoNoNoNoYesNoMonth-to-monthNoCredit card (automatic)53.4188.7Yes
7056-IMHCCMale1YesNo53YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check101.95549.4Yes
4854-SSLTNMale0YesYes2YesNoDSLYesYesNoYesNoNoTwo yearNoMailed check59.5130.5No
5294-DMSFHFemale0YesYes29YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesCredit card (automatic)87.82621.75No
4837-PZTICFemale0NoNo47NoNo phone serviceDSLYesNoYesYesNoNoTwo yearNoMailed check41.91875.25No
1625-JAIIYFemale0YesYes68YesYesFiber opticNoNoNoNoYesNoOne yearYesElectronic check835685.8Yes
0603-OLQDCMale0NoYes12YesNoDSLYesNoNoNoYesYesMonth-to-monthYesMailed check69.85837.5No
3272-VUHPVFemale0YesYes8YesNoDSLNoYesNoYesNoNoMonth-to-monthNoBank transfer (automatic)56.3401.5No
4176-FXYBOMale0YesNo54YesYesFiber opticYesYesYesNoYesYesMonth-to-monthNoElectronic check109.556118.95No
1063-DHQJFMale0YesYes69YesNoFiber opticNoYesNoYesYesNoTwo yearYesMailed check92.156480.9No
8663-UPDGFFemale0NoNo26YesYesDSLYesYesNoNoYesNoMonth-to-monthYesBank transfer (automatic)69.51800.05No
6719-FGEDOFemale0YesNo72YesYesFiber opticYesYesYesYesNoNoTwo yearYesBank transfer (automatic)977104.2No
1837-YQUCEFemale0NoNo70NoNo phone serviceDSLYesNoYesYesYesYesTwo yearYesBank transfer (automatic)58.354214.25No
2947-DOMLJMale0NoYes1YesNoDSLYesNoNoNoNoNoMonth-to-monthNoMailed check50.650.6Yes
4112-LUEIZMale0NoNo10YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check89.5863.1Yes
0369-ZGOVKFemale0YesYes28YesNoFiber opticNoNoNoNoNoNoOne yearYesBank transfer (automatic)70.41992.2No
4510-HIMLVMale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.869.8Yes
9919-KNPOOFemale0YesNo21YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check94.31948.35No
8749-JMNKXMale1YesNo51YesYesFiber opticYesNoYesNoYesNoMonth-to-monthYesBank transfer (automatic)93.84750.95Yes
7872-BAAZRFemale0YesYes53YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)19.551007.9No
9391-LMANNMale0NoYes53YesNoFiber opticYesYesYesNoNoYesOne yearNoElectronic check95.955036.9No
2430-USGXPMale0YesNo24YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check101.052391.8Yes
8174-TBVCFFemale0YesNo70YesYesDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)94.86859.05No
1698-XFZCIMale0NoNo61YesYesFiber opticYesYesYesNoYesYesOne yearYesElectronic check107.756521.9No
1877-HKBQXFemale0NoNo11YesNoDSLYesNoNoYesNoNoOne yearYesMailed check54.6617.85No
4450-DLLMHMale0NoNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)71.3157.75No
0428-AXXLJMale0NoNo25YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)19.5516.3No
2746-DIJLOFemale0NoNo41YesYesDSLNoYesNoNoNoNoOne yearYesCredit card (automatic)56.32364No
5955-ERIHDMale0YesNo18YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check94.71687.95Yes
0917-EZOLAMale1YesNo72YesYesFiber opticNoYesYesNoYesYesTwo yearYesBank transfer (automatic)104.157689.95Yes
3508-VLHCZFemale0YesYes71YesYesDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)90.556239.05No
4086-ATNFVFemale0YesYes34YesNoDSLYesYesYesNoNoNoOne yearYesMailed check60.82042.05No
0468-YRPXNMale0NoNo29YesNoFiber opticNoNoYesYesYesYesMonth-to-monthYesCredit card (automatic)98.82807.1No
5996-NRVXRMale1YesNo40YesNoFiber opticYesYesYesYesYesNoOne yearYesCredit card (automatic)98.154116.8No
3739-YBWABMale0YesNo36NoNo phone serviceDSLYesNoYesNoNoNoOne yearNoMailed check35.351317.95No
7047-FWEYAFemale0YesNo46YesYesFiber opticNoYesNoYesYesYesOne yearYesElectronic check103.154594.65No
2000-MPKCAFemale0NoNo58YesYesFiber opticYesYesYesNoYesYesOne yearYesElectronic check107.756332.75No
9762-YAQAAMale0NoNo39YesYesFiber opticNoYesNoNoNoNoOne yearNoCredit card (automatic)81.43213.75No
5949-EBSQKMale0YesYes4YesNoDSLNoNoNoYesNoYesMonth-to-monthNoCredit card (automatic)61.45229.55Yes
5473-KHBPSFemale0YesYes52YesYesFiber opticNoYesYesNoYesNoOne yearYesCredit card (automatic)95.74976.15No
0100-DUVFCMale1YesNo70YesYesFiber opticNoYesYesNoYesYesOne yearYesElectronic check104.87308.95No
5397-TUPSHMale1YesNo65YesNoFiber opticNoNoNoNoNoNoOne yearYesBank transfer (automatic)70.954555.2No
8950-MTZNVMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check44.9544.95No
0326-VDYXEFemale0YesNo70YesYesFiber opticNoNoYesNoYesYesOne yearYesElectronic check97.656982.5No
6773-LQTVTFemale1YesYes29NoNo phone serviceDSLNoYesYesNoNoNoMonth-to-monthYesMailed check35.651025.15No
7274-RTAPZMale0NoNo1YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check90.5590.55Yes
0436-TWFFZFemale0NoNo67YesYesDSLYesNoYesYesYesYesTwo yearYesMailed check85.255714.2No
8566-YPRGLFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.519.5No
0311-UNPFFFemale0NoNo26YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesBank transfer (automatic)88.82274.35Yes
6609-MXJHJFemale0YesYes30YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check25.1789.55No
2669-OIDSDFemale0YesNo48YesNoFiber opticNoNoYesYesYesYesMonth-to-monthYesCredit card (automatic)100.054834No
8400-WZICQFemale0YesYes55YesNoDSLYesYesNoNoNoNoMonth-to-monthNoElectronic check55.73131.8No
3834-XUIFCMale0NoNo7YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesMailed check85.2602.55Yes
9576-SYUHJMale0NoNo37YesYesFiber opticYesNoNoNoYesNoMonth-to-monthYesElectronic check91.153369.25No
0410-IPFTYFemale0YesNo31YesNoFiber opticNoYesNoNoNoYesMonth-to-monthYesBank transfer (automatic)83.852674.15No
2831-EBWRNMale0NoNo4YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check45.9199.75No
9430-NKQLYMale0YesYes72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)25.11790.8No
8414-MYSHRMale1NoNo5YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check91.4449.75Yes
0247-SLUJIMale0YesYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.719.7No
9402-ORRAHFemale1NoNo15YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check91.51400.3No
6483-OATDNMale0YesYes8YesNoDSLYesNoNoNoNoNoMonth-to-monthYesCredit card (automatic)51.3411.6No
1293-HHSHJFemale0NoNo35YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check21.1741No
4840-ORQXBFemale1NoNo56YesYesFiber opticNoYesYesNoYesYesMonth-to-monthNoElectronic check104.755841.35No
7599-FKVXZMale0YesNo42YesYesFiber opticNoNoYesYesYesYesMonth-to-monthYesBank transfer (automatic)106.154512.7Yes
3982-DQLUSMale1YesYes65YesYesFiber opticYesYesNoNoNoNoMonth-to-monthYesElectronic check85.755688.45No
8610-ZIKJJFemale0YesYes2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.331.9No
3756-VNWDHMale1YesNo65YesYesFiber opticYesNoNoNoYesYesOne yearYesElectronic check100.756674.65No
7801-KICAOFemale0NoNo18YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.151345.75No
7673-LPRNYFemale0NoNo23YesYesDSLYesNoYesNoYesYesOne yearYesElectronic check78.551843.05No
8229-TNIQAFemale0NoNo4YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check45.3196.95Yes
6060-QBMGVMale0YesNo70YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.851433.8No
7339-POGZNFemale0NoNo4YesYesDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check50.7214.55No
2828-SLQPFMale0NoNo19YesNoDSLNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)45865.85No
4465-VDKIQFemale0NoNo18YesNoFiber opticNoYesYesNoNoNoMonth-to-monthNoElectronic check77.81358.6No
2921-XWDJHFemale1YesNo38YesNoFiber opticYesNoNoNoNoYesMonth-to-monthYesElectronic check83.453147.15No
6221-AVQYLMale0NoNo2YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)73.25131.05Yes
2558-BUOZZMale0NoNo47YesYesFiber opticYesYesNoNoYesNoOne yearNoBank transfer (automatic)94.84535.85No
9257-AZMTZFemale0YesYes52YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.11078.75No
0003-MKNFEMale0NoNo9YesYesDSLNoNoNoNoNoYesMonth-to-monthNoMailed check59.9542.4No
0975-UYDTXFemale0YesNo26YesYesDSLYesYesYesYesYesYesOne yearYesCredit card (automatic)90.12312.55No
7743-EXURXMale0YesYes8YesNoDSLNoNoYesNoNoNoMonth-to-monthYesElectronic check51.05415.05Yes
4682-BLBUCMale0YesNo44YesNoDSLNoYesYesYesYesNoOne yearYesElectronic check70.953250.45No
0975-VOOVLFemale0NoNo3NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthNoMailed check29.298.5No
5968-VXZLGMale0NoNo2YesNoDSLNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)46.687.9No
5569-KGJHXFemale0YesYes9YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesBank transfer (automatic)85.35754.65Yes
4988-IQIGLMale1NoNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check75.3575.35Yes
5201-FRKKSMale0NoNo25YesNoFiber opticYesNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)74.31952.25No
9799-CAYJJFemale1YesNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.3153.8No
7730-IUTDZMale0NoNo43YesNoFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check75.23198.6Yes
0426-TIRNEFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.920.9Yes
5443-SCMKXFemale0YesNo58YesYesFiber opticNoYesYesNoNoYesOne yearYesElectronic check94.35610.15No
8295-KMENEFemale0YesYes59YesYesDSLYesNoYesYesYesNoTwo yearYesMailed check76.454519.5No
6738-ISCBMMale0NoNo44NoNo phone serviceDSLYesNoYesNoYesYesOne yearYesElectronic check542440.25No
9821-BESNZMale0NoNo66YesYesFiber opticNoYesNoYesYesYesOne yearYesElectronic check104.256860.6No
3678-MNGZXMale0YesYes68YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.951377.7No
1335-NTIUCMale0NoNo9NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check24.95190.25No
2916-BQZLNMale0NoNo19YesYesFiber opticYesNoYesNoNoNoMonth-to-monthYesElectronic check84.751651.95No
4558-CGYCZMale0NoNo4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.7578.3No
2368-GAKKQFemale0NoNo70YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)113.657939.25No
8710-YGLWGMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check44.944.9No
3199-XGZCYFemale0NoNo8YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check75.25576.7No
3785-KTYSHMale0NoNo53YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check24.61279No
6814-ZPWFQMale1NoNo51YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)251260.7No
4063-EIKNQMale0YesYes11YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)20.95267.35No
6993-YCOBKMale0YesYes60YesYesFiber opticYesNoYesYesYesYesTwo yearYesElectronic check110.66586.85No
5206-HPJKMMale0NoNo17YesNoDSLYesYesNoNoNoNoMonth-to-monthYesCredit card (automatic)55.5934.15No
7587-RZNMEMale0NoNo3YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check43.3123.65Yes
0748-RDGGMMale0YesNo70YesNoFiber opticYesYesYesYesYesYesOne yearYesBank transfer (automatic)109.57534.65Yes
8393-JMVMBMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.4519.45No
5019-GQVCRMale1NoNo43YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check84.853645.6No
6036-TTFYUFemale0YesNo16YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.6314.45No
2550-AEVRUFemale0YesYes57YesNoDSLYesYesNoNoNoNoOne yearNoElectronic check53.453053No
0969-RGKCUMale0YesYes37YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19.8677.05No
0378-CJKPVFemale0YesNo72YesYesFiber opticYesYesYesYesYesYesTwo yearNoCredit card (automatic)112.17965.95No
4706-AXVKMFemale1NoNo11YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesCredit card (automatic)84.8906.85Yes
5889-JTMULFemale1YesNo50YesYesFiber opticNoYesYesNoYesNoMonth-to-monthYesElectronic check95.054888.7Yes
9026-RNUJSMale1NoNo5YesNoDSLNoNoYesNoNoNoMonth-to-monthNoElectronic check50.35237.25Yes
3746-EUBYRMale0YesNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)74.674.6Yes
2332-EFBJYMale0NoNo16YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.7342.4Yes
2880-FPNAEMale1YesNo2YesNoFiber opticNoNoYesNoNoNoMonth-to-monthYesElectronic check74.2140.1No
1703-MGIABFemale0NoNo17YesYesDSLNoNoYesYesYesNoMonth-to-monthYesMailed check691108No
4311-QTTAIFemale0NoNo16YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19.35295.55No
9474-PHLYDFemale0NoNo15YesNoDSLNoNoYesNoNoYesMonth-to-monthYesElectronic check59.45892.65Yes
4318-RAJVYFemale0NoNo10YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check19.8198.25No
2165-VOEGBFemale0NoYes46YesNoFiber opticYesYesNoYesYesYesOne yearYesBank transfer (automatic)105.24822.85Yes
3612-YUNGGMale0YesYes64YesYesFiber opticNoYesYesYesYesYesTwo yearYesCredit card (automatic)109.26741.15No
2254-DLXRIFemale0NoNo1YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesMailed check79.1579.15No
5062-CJJKHMale0YesYes25YesNoDSLNoYesYesNoNoNoOne yearNoMailed check53.651355.45No
9028-LIHRPMale0YesYes71YesNoFiber opticYesYesYesYesYesNoTwo yearNoCredit card (automatic)100.27209No
2219-MVUSOMale0NoNo8YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check45.15438.4Yes
1053-MXTTKFemale0YesYes72YesNoFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)108.657726.35No
1530-ZTDOZFemale0YesNo49NoNo phone serviceDSLYesNoNoNoYesNoMonth-to-monthNoBank transfer (automatic)40.652070.75No
1301-LOPVRMale0YesYes29NoNo phone serviceDSLYesYesYesYesNoYesOne yearYesCredit card (automatic)55.351636.95No
0853-TWRVKMale0YesNo72YesYesFiber opticYesYesYesYesNoYesTwo yearNoBank transfer (automatic)105.67581.5No
8914-RBTSBMale0YesNo31YesYesFiber opticNoYesYesNoYesNoMonth-to-monthNoElectronic check93.83019.5Yes
6212-ATMLKFemale0NoNo50YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check95.74729.75No
8200-LGKSRMale0YesNo71YesYesDSLYesNoYesYesYesYesTwo yearNoElectronic check83.26126.1No
1568-BEKZMMale1YesNo70YesYesDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)90.056333.4No
0670-ANMUUMale0NoNo71YesYesFiber opticYesNoNoYesNoYesOne yearNoCredit card (automatic)97.656687.85No
6897-RWMUBMale0YesYes61YesNoDSLYesYesYesYesNoNoTwo yearYesBank transfer (automatic)68.054158.25No
0963-ZBDRNMale0NoNo32YesNoFiber opticNoNoNoYesYesYesMonth-to-monthYesElectronic check96.23183.4Yes
7594-RQHXRFemale0NoYes1YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check79.679.6Yes
6999-CHVCFMale0NoNo68YesYesFiber opticYesYesYesNoNoYesTwo yearYesBank transfer (automatic)102.17149.35No
6134-KWTBVMale0NoNo62YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)23.41429.65No
1077-HUUJMFemale0NoYes7YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check71.05472.65No
6331-EWIEBMale0NoNo20YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check85.251734.5Yes
0895-LNKRCMale0YesYes6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.45113.5No
2045-BMBTJFemale1NoNo33NoNo phone serviceDSLYesYesYesNoYesYesMonth-to-monthYesBank transfer (automatic)59.451884.65No
8417-GSODAMale0YesYes28YesYesFiber opticNoNoNoNoYesYesOne yearNoBank transfer (automatic)92.22568.15No
5171-EPLKNMale0NoNo27YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.85470No
4452-QIIEBMale0NoNo7YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check43.9278.4No
5998-VVEJYMale0NoNo26YesYesFiber opticNoNoNoYesNoNoMonth-to-monthYesElectronic check80.52088.8Yes
1624-NALOJMale1NoNo5YesYesFiber opticNoYesNoNoNoYesMonth-to-monthYesElectronic check89.8502.6Yes
6741-EGCBIMale1NoNo30YesYesFiber opticYesNoNoNoNoYesMonth-to-monthYesCredit card (automatic)90.52595.85No
7820-ZYGNYMale0NoNo63YesYesFiber opticNoYesNoNoNoYesOne yearNoCredit card (automatic)90.455825.5No
4317-VTEOAMale0NoNo1YesNoDSLNoYesNoNoNoNoMonth-to-monthYesElectronic check50.7550.75Yes
9677-AVKEDFemale0NoYes53YesYesDSLNoYesYesYesYesYesOne yearYesElectronic check84.64449.75No
1670-SVOWZFemale0YesYes14YesNoFiber opticNoYesNoYesNoYesMonth-to-monthYesCredit card (automatic)89.651208.35Yes
2227-JRSJXFemale0NoNo21YesNoFiber opticNoYesNoYesYesYesMonth-to-monthYesBank transfer (automatic)99.151956.4No
9847-HNVGPMale0NoNo17YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.95310.6No
6696-YDAYZMale0YesYes16YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.5290.55No
8980-WQFWLFemale0NoNo35YesNoDSLNoNoYesNoNoYesMonth-to-monthYesElectronic check62.12096.1No
1730-ZMAMEFemale1NoNo32YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check79.52665No
6506-EYCNHFemale0YesYes28YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesBank transfer (automatic)19.55543.8No
4634-JLRJTFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.3520.35No
9501-UKKNLMale0NoNo59NoNo phone serviceDSLNoNoNoYesYesYesMonth-to-monthYesElectronic check51.73005.8No
2560-QTSBSFemale0YesYes72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)23.31623.15No
7541-YLXCLMale0NoNo36YesNoDSLNoYesNoYesNoYesOne yearYesMailed check65.42498.4Yes
4795-WRNVTFemale0NoNo40YesNoDSLYesYesNoNoYesNoMonth-to-monthNoMailed check65.12586No
6080-TCMYCMale0YesYes40YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesElectronic check81.23292.3No
0260-ZDLGKFemale0NoYes9YesNoDSLNoNoYesYesYesYesMonth-to-monthYesMailed check72.9651.4Yes
7860-UXCRMMale0YesYes63YesNoDSLYesYesYesYesYesNoTwo yearNoCredit card (automatic)74.54674.55No
6357-JJPQTFemale0NoNo3YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check80.5232.35No
2292-XQWSVMale0YesYes40NoNo phone serviceDSLNoYesYesYesYesYesOne yearNoMailed check60.32448.5No
9552-TGUZVMale0YesNo8YesNoFiber opticYesNoNoNoNoNoMonth-to-monthYesMailed check75658.1No
5913-INRQVMale1YesNo34YesNoFiber opticYesNoNoYesYesNoOne yearNoMailed check90.153128.8No
8722-NGNBHMale0NoNo5NoNo phone serviceDSLYesNoYesYesNoNoMonth-to-monthNoMailed check40223.45Yes
6210-KBBPIMale1NoNo9YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesCredit card (automatic)99.45919.4Yes
9643-YBLURMale0YesNo9YesYesDSLNoYesYesNoNoYesMonth-to-monthYesCredit card (automatic)69.05653.95No
8734-FNWVHMale0YesYes31YesYesDSLNoNoNoNoNoYesMonth-to-monthNoBank transfer (automatic)59.71825.5No
9447-YPTBXFemale0YesNo50YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)19.85943.1No
0133-BMFZOFemale0NoNo2YesNoFiber opticYesYesNoYesNoNoMonth-to-monthYesElectronic check86.25181.65Yes
6128-CZOMYFemale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check45.6545.65Yes
9540-JYROEMale0NoNo8YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check70.1551.35Yes
9026-LHEVGFemale0NoNo9NoNo phone serviceDSLNoYesNoNoNoYesMonth-to-monthNoElectronic check40.75359.4No
2260-USTRBFemale1NoNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)70.2115.95Yes
3656-TKRVZFemale0NoNo3YesNoDSLYesYesNoNoNoNoMonth-to-monthNoElectronic check55.35165.2Yes
7011-CVEUCMale0YesNo25YesNoFiber opticNoNoNoYesYesYesMonth-to-monthYesCredit card (automatic)95.72338.35No
6185-TASNNMale1NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check46.346.3No
7925-PNRGIFemale0YesYes45YesYesDSLYesYesYesYesYesNoMonth-to-monthNoMailed check81.33541.1No
8623-TMRBYMale1YesYes51YesYesFiber opticNoYesYesNoNoNoMonth-to-monthYesElectronic check84.24146.05Yes
1552-CZCLLFemale0YesYes55YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)201087.25No
3038-PQIUYFemale0NoNo38YesYesDSLYesYesYesNoNoNoMonth-to-monthYesBank transfer (automatic)66.152522.4No
1501-SGHBWMale0NoNo2YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check45.8581Yes
9313-CDOGYMale0YesYes38YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check19.6717.3No
8148-BPLZQMale0NoNo34YesNoDSLNoYesNoNoNoNoMonth-to-monthYesElectronic check49.81734.2No
2623-DRYAMFemale0YesNo70YesYesFiber opticNoNoYesNoYesYesOne yearYesElectronic check101.757069.3No
9987-LUTYDFemale0NoNo13YesNoDSLYesNoNoYesNoNoOne yearNoMailed check55.15742.9No
3208-YPIOEMale0NoNo39YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check75.253017.65Yes
4488-KQFDTFemale0NoNo61YesYesFiber opticNoYesYesNoYesYesOne yearYesElectronic check103.956423No
2612-RANWTFemale0NoNo12YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesBank transfer (automatic)100.151164.3Yes
5693-PIPCSMale0NoNo41YesNoFiber opticNoYesNoYesYesYesTwo yearYesCredit card (automatic)99.654220.35No
0491-KAPQGMale0NoNo21YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check73.71558.7No
1925-LFCZZMale1NoNo55NoNo phone serviceDSLNoNoYesNoYesYesOne yearYesBank transfer (automatic)50.052743.45No
8039-EQPIMMale0YesNo69NoNo phone serviceDSLYesNoYesYesYesYesTwo yearNoBank transfer (automatic)60.254055.5No
6900-PXRMSMale1YesYes26YesYesFiber opticNoYesYesNoYesYesMonth-to-monthNoElectronic check105.752710.25Yes
8707-RMEZHFemale1YesNo69YesNoFiber opticYesYesNoNoNoYesOne yearNoCredit card (automatic)87.36055.55No
3346-BRMISFemale1YesNo18NoNo phone serviceDSLNoNoYesNoYesYesMonth-to-monthYesElectronic check48.35810.7Yes
3209-ZPKFIMale0YesYes47YesYesDSLNoYesNoNoNoNoMonth-to-monthNoElectronic check54.252538.2No
6479-VDGRKFemale0YesYes72YesNoDSLYesYesYesYesYesYesTwo yearNoBank transfer (automatic)85.36129.2No
9373-WSLOYMale1YesNo33NoNo phone serviceDSLNoYesYesYesYesNoMonth-to-monthYesElectronic check501750.85No
2933-FILNVFemale0YesYes2NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesMailed check24.436.55Yes
3569-JFODWFemale0YesYes72YesYesDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)90.956652.45No
9819-FBNSVMale1YesNo37YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)72.252575.45No
9544-PYPSJFemale1YesYes62YesYesFiber opticNoYesYesNoNoYesMonth-to-monthYesCredit card (automatic)96.16019.35No
1591-XWLGBFemale0YesNo71YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.851379.6No
0396-UKGAIMale0NoYes23YesNoDSLNoYesNoYesNoNoMonth-to-monthYesBank transfer (automatic)55.31284.2No
3243-ZHOHYFemale0NoNo16YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.1296.15No
5186-EJEGLMale0NoNo9YesNoDSLYesNoYesYesYesNoMonth-to-monthYesMailed check69.5653.25No
7527-QNRUSMale0YesYes17YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check25.15412.6No
9986-BONCEFemale0NoNo4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)20.9585.5Yes
2722-JMONIFemale1YesNo1YesNoDSLYesNoNoNoNoNoMonth-to-monthYesElectronic check49.5549.55Yes
2203-GHNWNFemale0YesNo24YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesMailed check79.651928.7No
3878-AVSOQFemale1NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check71.2571.25No
3258-SYSWSMale1NoNo72YesYesFiber opticYesYesYesYesYesYesTwo yearNoBank transfer (automatic)113.87845.8No
5296-PSYVWFemale0YesNo72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoElectronic check24.551750.7No
6319-QSUSRFemale0NoYes11YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)19.7216.2No
4083-EUGRJMale0NoNo9YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.25178.5Yes
7579-OOPECFemale1YesNo2YesNoDSLNoYesNoNoNoNoMonth-to-monthNoCredit card (automatic)50.15115.1Yes
0512-FLFDWFemale1YesNo60YesYesFiber opticNoNoYesNoYesYesOne yearYesCredit card (automatic)100.56029No
1771-OADNZMale1YesNo29YesYesFiber opticNoYesYesNoNoYesMonth-to-monthYesElectronic check95.92745.2Yes
0487-CRLZFFemale0NoNo49YesNoDSLNoNoYesYesYesYesTwo yearYesBank transfer (automatic)74.453721.9No
2107-FBPTKFemale1NoNo30YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check104.13121.1No
9451-WLYRIFemale0YesNo53YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19.05990.45No
8219-VYBVIMale0NoYes39YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check251004.35No
1991-VOPLLFemale0NoNo9YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.05157.65No
9738-QLWTPMale0NoNo39YesNoFiber opticNoNoYesYesNoNoOne yearNoElectronic check81.93219.75No
1016-DJTSVMale1NoNo8YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.7572.85No
9419-IPPBEFemale0YesYes51YesYesFiber opticNoNoYesNoNoYesOne yearYesElectronic check90.154554.85No
0174-QRVVYMale0YesYes71YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.351847.55No
5699-BNCASMale1NoNo71YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check24.651766.75No
2900-PHPLNFemale1YesNo70YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)19.551462.05No
0612-RTZZAFemale1NoNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check25.2525.25Yes
8106-GWQOKMale0YesNo38NoNo phone serviceDSLYesYesNoYesYesYesTwo yearYesBank transfer (automatic)602193.2No
8751-EDEKAFemale0YesNo28YesNoFiber opticNoYesYesNoNoYesMonth-to-monthNoCredit card (automatic)89.92433.5No
6878-GGDWGFemale0YesNo32YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)19.4641.15No
4039-PIMHXMale1YesNo49YesNoDSLNoYesNoNoNoNoTwo yearNoMailed check49.82398.4No
8450-LUGUKFemale0YesYes37YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)24.1861.85No
3604-WLABMFemale0NoNo10YesNoDSLNoNoYesYesNoNoMonth-to-monthNoElectronic check54.25583No
0795-GMVQOMale0YesNo67YesYesFiber opticYesYesYesNoYesYesOne yearNoCredit card (automatic)109.97332.4No
2259-OUUSZMale0NoNo7NoNo phone serviceDSLNoNoYesYesNoNoOne yearYesCredit card (automatic)35.5249.55No
1142-IHLOOFemale0NoNo51YesNoFiber opticNoNoNoNoYesYesOne yearNoCredit card (automatic)87.554475.9No
6410-LEFENFemale0NoNo9YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check45.15416.45Yes
4633-MKHYUFemale0NoNo9YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesMailed check88.4788.6No
6257-RJOHIMale0NoNo4YesNoDSLNoNoNoYesNoNoMonth-to-monthYesMailed check50.8202.3No
1545-JFUMLMale0YesNo71YesYesFiber opticYesYesYesNoYesNoTwo yearYesElectronic check996994.6No
3194-ORPIKFemale0YesYes50YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesBank transfer (automatic)84.44116.15Yes
7826-VVKWTFemale1YesYes24YesNoFiber opticNoNoYesNoYesYesTwo yearYesElectronic check96.552263.45No
1353-GHZOSMale0YesNo22YesNoDSLYesNoNoNoYesNoOne yearYesBank transfer (automatic)59.751374.35No
2587-EKXTSMale0NoNo44YesYesFiber opticYesYesYesNoYesYesMonth-to-monthYesElectronic check111.54915.15No
5442-BXVNDFemale0YesYes33YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)24.25838.5No
8816-VXNZDFemale0NoNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check75.175.1Yes
9378-FXTIZFemale0YesNo54YesYesDSLNoNoNoNoYesYesOne yearYesCredit card (automatic)70.153715.65Yes
1723-HKXJQMale0NoNo42YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check101.754273.45Yes
7825-GKXMWFemale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check45.845.8Yes
9753-OYLBXFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.520.5No
2364-UFROMMale0NoNo30YesNoDSLYesYesNoYesYesNoOne yearNoElectronic check70.42044.75No
6656-JWRQXFemale0NoNo1NoNo phone serviceDSLNoNoNoYesNoNoMonth-to-monthNoMailed check30.5530.55No
6473-ULUHTMale0YesYes16YesYesDSLYesYesNoYesYesYesMonth-to-monthNoElectronic check84.91398.25No
1240-KNSEZMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.120.1Yes
0836-SEYLUMale0YesNo9NoNo phone serviceDSLNoNoNoYesYesNoMonth-to-monthNoMailed check40.65328.95Yes
4433-JCGCGMale1YesNo46YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check1014680.05Yes
3716-BDVDBMale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.169.1Yes
7688-AWMDXMale0YesNo71YesNoDSLYesNoNoYesNoNoTwo yearNoBank transfer (automatic)54.53778.2No
2842-BCQGEMale0NoNo43YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)75.353161.4No
7244-QWYHGMale0YesNo50NoNo phone serviceDSLYesNoNoYesYesNoOne yearYesBank transfer (automatic)44.452188.45No
5899-MQZZLFemale0NoNo13YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check75999.45Yes
6849-OYAMUMale0YesYes19YesNoFiber opticNoYesNoYesYesYesOne yearNoBank transfer (automatic)1001888.65Yes
5312-UXESGFemale0NoNo41YesYesFiber opticNoNoYesNoYesYesMonth-to-monthNoBank transfer (automatic)98.053990.6No
9488-HGMJHFemale1NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check71.1571.15Yes
6038-GCYECFemale0NoNo24NoNo phone serviceDSLNoYesYesNoYesYesMonth-to-monthYesCredit card (automatic)54.151240.25Yes
2150-WLKUWFemale0YesNo40YesYesDSLNoYesNoNoYesNoOne yearNoBank transfer (automatic)63.92635No
7159-FVYPKFemale0YesYes3YesYesDSLNoYesYesNoYesNoMonth-to-monthYesBank transfer (automatic)69.15235No
7032-LMBHIFemale0NoNo37YesYesDSLYesNoNoNoYesNoOne yearNoBank transfer (automatic)64.652347.85No
1150-WFARNFemale0YesYes67YesYesFiber opticYesNoYesYesYesYesTwo yearYesCredit card (automatic)108.757156.2Yes
6088-BXMRGFemale0YesYes32YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check98.853089.6No
3144-AUDBSFemale0YesNo6YesNoDSLNoNoNoYesNoNoMonth-to-monthYesElectronic check49.15270.8Yes
4821-SJHJVFemale0YesYes32YesYesFiber opticYesNoNoNoYesNoMonth-to-monthNoElectronic check89.62901.8No
7346-MEDWMFemale0NoNo59YesYesFiber opticNoYesYesNoNoNoMonth-to-monthYesElectronic check83.254949.1No
1137-DGOWIFemale0YesNo30YesNoDSLNoYesYesYesNoYesOne yearNoBank transfer (automatic)70.252198.9No
5616-PRTNTMale0NoYes20YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check19.4374.5Yes
3812-LRZIRFemale0YesYes27YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoElectronic check24.5761.95No
4818-QIUFNFemale1NoNo20YesYesFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check79.151520.9Yes
9483-GCPWEMale0NoYes9YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.1190.25No
4227-OJHALFemale0YesYes68YesYesDSLYesYesYesNoYesNoOne yearYesCredit card (automatic)735163No
9220-CXRSCFemale0YesYes69YesYesDSLYesNoNoYesNoNoTwo yearNoCredit card (automatic)61.44059.85No
4993-JCRGJMale0NoNo26YesYesFiber opticNoNoYesYesNoNoMonth-to-monthYesMailed check84.32281.6No
9537-JALFHMale0YesYes69YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.91356.7No
6698-OXETBMale0NoNo11YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.4231.45No
2103-ZRXFNMale0NoNo1YesYesDSLNoNoNoNoNoNoMonth-to-monthNoMailed check50.7550.75No
3724-BSCVHMale0YesYes10YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.45242.4No
4877-TSOFFFemale0YesYes55YesYesDSLYesYesNoYesNoYesOne yearYesBank transfer (automatic)75.754264.25No
9209-NWPGUMale0NoNo44YesNoDSLYesNoNoYesYesNoOne yearNoElectronic check65.42774.55No
6961-VCPMCMale1YesNo46YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check80.43605.2Yes
7306-YDSOIMale0YesYes69YesNoDSLYesYesYesNoNoNoTwo yearYesBank transfer (automatic)59.754069.9No
5288-AHOUPMale1NoNo11YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check78.5874.2No
6688-UZPWDFemale0YesNo11YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check1021145.35Yes
0655-YDGFJMale0NoNo29YesNoDSLNoNoYesNoNoNoMonth-to-monthNoBank transfer (automatic)48.951323.7No
8468-EHYJAFemale0YesNo57YesYesFiber opticYesNoNoNoYesYesMonth-to-monthYesElectronic check99.655497.05No
6823-SIDFQMale0NoNo28YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)18.25534.7No
1097-FSPVWFemale0NoNo42YesNoDSLYesNoYesNoNoNoMonth-to-monthNoCredit card (automatic)54.552455.05No
2839-RFSQEFemale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.6538.7Yes
8328-SKJNOMale0NoYes23NoNo phone serviceDSLYesYesNoYesNoNoOne yearNoBank transfer (automatic)40.65947.4No
7010-ZMVBFFemale0YesYes18YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.45357No
5201-CBWYGMale0YesYes62YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)24.81476.25No
0968-GSIKNFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check70.870.8Yes
1965-DDBWUMale0NoNo16YesYesFiber opticNoNoNoYesNoYesMonth-to-monthYesCredit card (automatic)89.051448.6Yes
9057-SIHCHFemale0NoNo3YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check96.6291.9Yes
6352-GIGGQMale0NoNo67YesYesDSLYesYesYesYesYesYesOne yearYesBank transfer (automatic)88.85903.15No
3635-QQRQDMale0NoNo62YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)20.051201.65No
6771-XWBDMFemale0YesNo57YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesCredit card (automatic)104.55921.35Yes
2897-DOVNDMale0NoNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.8146.65No
3082-YVEKWFemale0YesYes23YesYesDSLYesNoYesYesYesNoTwo yearYesBank transfer (automatic)77.151759.4No
0191-EQUUHFemale0NoYes25NoNo phone serviceDSLYesNoNoYesNoNoTwo yearNoBank transfer (automatic)35.05844.45No
7134-HBPBSFemale1NoNo72YesYesFiber opticNoYesYesYesYesYesTwo yearYesBank transfer (automatic)108.17774.05No
3489-HHPFYFemale0YesNo2YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check84.05134.05No
2926-JEJJCFemale0NoNo8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)20.2140.95No
8601-QACRSFemale0NoNo5YesYesDSLNoNoNoNoNoNoMonth-to-monthYesMailed check50.6249.95Yes
4950-BDEUXMale0NoNo35NoNo phone serviceDSLNoNoYesNoYesYesMonth-to-monthNoElectronic check49.21701.65No
5789-LDFXOMale0NoNo24YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoElectronic check24.6592.65No
0508-OOLTOFemale0YesYes2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check71.65135.75No
2984-TBYKUMale0YesYes72YesYesFiber opticYesYesYesYesNoYesTwo yearYesCredit card (automatic)104.97732.65No
9822-WMWVGFemale0NoNo41YesYesFiber opticYesYesYesYesYesNoMonth-to-monthYesElectronic check106.54282.4No
2391-SOORIMale0NoYes4YesNoDSLYesNoNoNoNoNoMonth-to-monthNoElectronic check49.35219.65Yes
9040-KZVWOMale0NoNo26YesNoFiber opticNoYesNoNoNoNoOne yearNoBank transfer (automatic)75.52018.1No
2645-QTLMBMale0NoNo7YesNoFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check94.25669Yes
4806-HIPDWFemale0YesNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check68.9568.95Yes
1548-ARAGGFemale0YesYes4YesYesDSLNoYesNoYesNoNoMonth-to-monthYesMailed check58.5224.85No
6339-RZCBJMale0NoNo48YesNoDSLNoYesYesYesYesYesTwo yearNoCredit card (automatic)78.93771.5No
4424-TKOPWMale1NoNo2YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check93.85196.75Yes
4415-WNGVRFemale1YesNo12YesNoDSLYesNoYesYesYesYesOne yearYesElectronic check79.2943.85No
2522-AHJXRMale0YesNo60YesYesFiber opticYesNoYesYesYesYesMonth-to-monthYesBank transfer (automatic)109.456572.85No
0412-UCCNPMale0NoNo55YesNoDSLYesNoYesYesNoNoTwo yearYesElectronic check59.23175.85No
1816-FLZDKMale0NoNo1NoNo phone serviceDSLNoNoNoYesNoNoMonth-to-monthNoMailed check29.1529.15No
7096-UCLNHMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.0520.05No
8443-ZRDBZMale0NoNo4YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check76.05318.9Yes
9136-ALYBRMale0NoNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesMailed check24.4524.45Yes
4615-PIVVUFemale0NoNo42YesNoDSLNoNoYesYesNoYesTwo yearNoCredit card (automatic)66.52762.75No
8885-QSQBXFemale0NoNo1YesNoDSLYesNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)49.5549.55No
7479-NITWSMale0NoNo7YesYesFiber opticNoNoYesNoYesNoMonth-to-monthYesCredit card (automatic)89.35631.85Yes
8617-ENBDSMale0NoNo3YesNoFiber opticNoNoYesNoNoNoMonth-to-monthYesCredit card (automatic)73.6232.5No
9385-NXKDAFemale0YesNo72YesYesDSLYesYesYesNoYesYesTwo yearYesCredit card (automatic)82.655919.35No
0430-IHCDJMale0NoNo15YesYesDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check49749.25No
2959-MJHICMale0YesNo4YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check80.35307.4Yes
6674-KVJHGFemale0NoNo11YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoElectronic check25.2245.15No
1814-DKOLCFemale0NoNo5YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check25.45134.75No
4201-JMNGRFemale1NoNo1YesNoDSLYesNoYesNoNoNoMonth-to-monthYesElectronic check55.855.8Yes
9351-HXDMRMale0YesNo72YesYesFiber opticYesNoYesYesYesYesTwo yearYesCredit card (automatic)110.98240.85No
3537-HPKQTFemale0YesNo55YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesCredit card (automatic)77.754266.4No
2129-ALKBSFemale0YesYes40YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check26.21077.5No
5821-MMEILFemale0YesNo57YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.91115.6No
5960-WPXQMMale0NoNo1YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check79.0579.05Yes
0684-AOSIHMale0YesNo1YesNoFiber opticYesNoNoNoYesYesMonth-to-monthYesElectronic check9595Yes
8260-NGFNYFemale0NoNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoMailed check25.225.2Yes
1309-XGFSNMale1YesYes52YesYesDSLNoYesYesNoYesYesOne yearYesElectronic check80.854079.55No
1866-RZZQSMale1NoNo41YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check98.44187.75Yes
6968-URWQUMale0YesNo43YesNoDSLNoNoNoNoYesNoOne yearYesMailed check56.352391.15No
4742-TXUEXFemale0YesYes47YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.3890.5No
9631-XEYKEMale0NoNo3YesYesDSLNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)50.4137.25No
8631-NBHFZMale1YesYes66YesYesDSLYesYesYesYesYesNoTwo yearNoCredit card (automatic)79.45154.6Yes
1335-MXCSEMale0YesYes55YesNoDSLNoNoYesYesNoNoTwo yearYesCredit card (automatic)55.253119.9No
8873-TMKGRMale0NoNo29YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.1529.5No
8800-JOOCFFemale0NoYes12YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check84.05966.55No
1469-LBJQJFemale0YesNo66YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check105.26936.85No
4958-XCBDQMale1NoNo35YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check101.43496.3Yes
8337-UPOAQMale1YesNo10YesYesFiber opticNoNoYesNoNoYesMonth-to-monthYesElectronic check89.8914.3Yes
0064-YIJGFMale0YesYes27YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)75.751929No
2386-OWURYFemale0NoNo58YesNoFiber opticNoNoNoYesYesYesMonth-to-monthYesElectronic check95.35817.7No
1725-IQNIYMale0YesNo54YesNoFiber opticYesYesYesYesYesYesTwo yearNoBank transfer (automatic)109.756110.2Yes
0310-VQXAMMale0NoNo9YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.85178.8No
6598-RFFVIMale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19.328.3Yes
3453-RTHJQMale0NoNo6YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.1435No
6712-OAWRHFemale1NoNo26YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check91.252351.8Yes
6278-FEPBZFemale0NoNo9YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.25186.15No
4280-DLSHDMale0YesNo8YesNoDSLNoYesYesNoNoNoMonth-to-monthYesMailed check54.75445.85No
1508-DFXCUMale0NoNo12YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check81.45912No
8614-VGMMVFemale0NoNo15YesYesDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check49.1679.55Yes
7868-BGSZAMale0YesNo43YesYesDSLYesNoYesNoYesYesOne yearYesElectronic check80.23581.6No
2800-QQUSOMale0NoNo42YesYesFiber opticNoNoNoYesYesYesMonth-to-monthYesElectronic check100.34222.95No
2930-UOTMBFemale0NoNo31YesYesDSLYesNoYesYesNoNoMonth-to-monthNoCredit card (automatic)65.251994.3Yes
7973-DZRKHFemale0NoYes66YesYesFiber opticYesNoYesYesNoNoTwo yearYesCredit card (automatic)90.955930.05No
5914-DVBWJFemale1NoNo18YesYesFiber opticNoYesNoYesNoNoMonth-to-monthYesElectronic check85.451505.85Yes
7698-YFGEZMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check2020No
2533-QVMSKMale0YesNo61YesYesFiber opticNoYesNoYesYesNoTwo yearYesElectronic check94.15638.3Yes
9773-PEQBZMale0NoNo10YesYesFiber opticNoYesNoNoNoNoMonth-to-monthNoElectronic check79.85797.25No
8644-XLFBWMale1NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check71.6571.65Yes
0650-BWOZNFemale1NoNo18YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check73.551359.45No
8625-AZYZYMale0YesNo24YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check104.652542.45Yes
7785-RDVIGFemale0YesYes3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.354.7No
9602-WCXPIMale0NoNo50YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)20.15989.05No
2903-YYTBWMale0YesYes1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check44.5544.55No
3620-MWJNEMale0NoNo2YesNoDSLYesNoNoYesNoNoMonth-to-monthYesMailed check54.4587.3No
8573-JGCZWMale0NoNo17YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)19.65351.55No
6837-HAEVOMale0YesYes69YesYesFiber opticNoYesYesNoYesYesTwo yearYesElectronic check1057297.75No
6701-YVNQGMale0YesNo72YesYesDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)88.76301.7No
9306-CPCBCFemale0NoNo3YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.25210.3Yes
4304-XUMGIMale1YesYes50YesYesDSLYesYesYesNoNoYesTwo yearYesBank transfer (automatic)75.153822.45No
9504-YAZWBFemale0NoNo53YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.251048.45No
8819-ZBYNAFemale0YesNo58YesYesFiber opticYesYesNoYesYesYesTwo yearYesCredit card (automatic)109.16393.65No
6174-NRBTZMale0NoNo46NoNo phone serviceDSLYesNoNoNoNoNoOne yearYesBank transfer (automatic)30.751489.3No
9481-IEBZYMale1YesNo72YesYesFiber opticYesYesYesYesYesYesMonth-to-monthYesCredit card (automatic)112.98061.5No
1833-VGRUMFemale1NoNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.274.2Yes
6137-NICCOFemale0YesYes6YesYesFiber opticNoYesYesNoYesNoMonth-to-monthYesMailed check94.05518.75No
9065-ZCPQXMale0YesNo72YesYesDSLYesYesYesYesNoYesTwo yearNoBank transfer (automatic)78.855763.15No
6402-EJMWFMale0NoNo4YesNoDSLNoNoNoNoNoYesMonth-to-monthYesMailed check55.3238.5No
3620-EHIMZFemale0YesYes52YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.351031.7No
3213-VVOLGMale0YesYes0YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.35 No
6870-ECSHEFemale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.4534.8No
8747-UDCOIFemale0YesNo65YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.351319.95No
8374-XGEJJMale1YesNo43YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check1014388.4Yes
2656-TABEHMale0YesNo4YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check100.2420.2Yes
6946-LMSQSMale1YesNo25YesYesFiber opticYesNoNoNoNoYesOne yearYesElectronic check89.052177.45Yes
4626-OZDTJFemale0YesNo51YesYesDSLNoYesNoYesYesYesOne yearYesCredit card (automatic)78.653950.85No
9169-BSVINMale0NoNo12YesYesDSLNoNoYesNoYesYesMonth-to-monthNoBank transfer (automatic)74.75827.05No
2325-ZUSFDFemale0YesYes57YesNoDSLYesNoNoNoYesYesOne yearYesBank transfer (automatic)70.13913.3Yes
8194-PEEBYFemale0YesYes24YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.9533.5No
6872-HXFNFFemale0YesNo64YesYesDSLNoNoYesYesNoNoOne yearNoBank transfer (automatic)58.353756.45No
3932-CMDTDFemale0NoNo4YesNoFiber opticNoYesYesYesYesYesOne yearYesElectronic check105.65443.9Yes
7714-YXSMBFemale0NoNo26YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesBank transfer (automatic)100.52599.95No
8387-UGUSUFemale0YesYes15YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.05284.3No
1080-BWSYEMale1YesNo64YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.651740.8No
4039-HEUNWMale1YesNo36YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check96.53436.1Yes
1194-HVAIFFemale0YesNo27YesYesFiber opticNoNoNoNoYesYesMonth-to-monthNoCredit card (automatic)952462.55No
0812-WUPTBMale1YesNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoMailed check70.8570.85Yes
3594-UVONAFemale0NoNo35YesYesDSLYesNoYesYesYesYesOne yearYesCredit card (automatic)85.953110.1Yes
0004-TLHLJMale0NoNo4YesNoFiber opticNoNoYesNoNoNoMonth-to-monthYesElectronic check73.9280.85Yes
1767-TGTKOFemale0YesYes8YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check45.45411.75No
8439-LTUGFMale0NoNo10YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)20198.6No
8805-JNRAZFemale0NoNo2YesNoDSLNoYesNoNoNoNoMonth-to-monthNoMailed check49.2103.7No
5089-IFSDPFemale0YesNo58YesYesFiber opticYesYesYesNoYesYesTwo yearYesBank transfer (automatic)109.456144.55Yes
6418-HNFEDMale0YesNo51YesNoDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)83.254089.45No
0206-OYVOCFemale0YesYes46YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check19.25864.2No
7291-CDTMJMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesBank transfer (automatic)19.6519.65No
7128-GGCNOMale0NoNo46YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)72.83249.4No
0237-YFUTLFemale0YesNo50YesYesFiber opticYesYesNoYesYesYesMonth-to-monthYesBank transfer (automatic)109.655405.8No
7691-KGKGPMale0YesYes53YesNoDSLNoYesNoYesYesNoMonth-to-monthNoCredit card (automatic)653363.8No
6710-HSJRDMale0YesNo61YesYesFiber opticNoYesYesYesYesYesMonth-to-monthYesElectronic check114.17132.15No
3675-EQOZAMale0NoNo5YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)20.6593.55No
0840-DCNZEMale0NoNo47YesNoDSLYesYesYesYesYesYesOne yearYesBank transfer (automatic)86.954138.9No
1732-FEKLDFemale0NoNo54YesYesFiber opticNoYesYesNoYesNoOne yearYesBank transfer (automatic)94.755121.75No
9862-KJTYKMale0NoYes19NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)25.35566.1No
0479-HMSWAFemale0NoYes26YesNoFiber opticNoYesYesYesYesYesTwo yearYesElectronic check105.452715.3No
5854-KSRBJMale0YesYes70YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.41782.05No
0365-BZUWYMale0YesNo17YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check102.551742.5No
4817-VYYWSFemale0NoNo30YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check100.22983.8Yes
5701-SVCWRFemale0NoYes1YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check2424No
3129-AAQOUFemale0YesYes19YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.6485.9No
4922-CVPDXFemale0YesNo26YesNoDSLNoYesYesNoYesYesTwo yearYesCredit card (automatic)73.51905.7No
1396-QWFBJFemale0YesYes21YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)74.051565.7Yes
1357-BIJKIMale0YesNo50YesYesFiber opticNoYesNoNoYesYesOne yearYesElectronic check98.254858.7No
1099-BTKWTFemale0YesNo68NoNo phone serviceDSLYesNoYesNoYesYesOne yearYesElectronic check54.43723.65No
5299-SJCZTMale0NoNo3YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesBank transfer (automatic)101.55298.35Yes
2018-PZKMUMale0YesYes9YesNoFiber opticNoNoYesYesYesYesMonth-to-monthNoElectronic check103.1970.45No
7340-KEFQEFemale0YesYes51NoNo phone serviceDSLYesNoNoYesNoNoTwo yearNoBank transfer (automatic)34.21782No
4570-QHXHLFemale0NoNo9YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check43.75405.7No
2403-BCASLMale1YesYes41YesYesFiber opticNoYesYesYesYesYesOne yearYesElectronic check111.954534.9Yes
7392-YYPYJMale0NoNo22YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check100.652415.95No
2898-LSJGDFemale0YesYes21NoNo phone serviceDSLYesNoYesNoYesYesOne yearYesElectronic check55.951157.05Yes
2223-GDSHLMale0YesYes71YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)116.058297.5No
7359-PTSXYMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check45.7545.75Yes
9470-RTWDVMale0YesYes26YesYesDSLNoNoYesYesYesYesOne yearYesCredit card (automatic)822083.1No
2176-OSJUVMale0YesNo71YesYesDSLYesYesNoYesNoNoTwo yearNoBank transfer (automatic)65.154681.75No
9348-YVOMKMale0NoNo4YesNoDSLNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)44.8176.2No
8104-OSKWTFemale0NoNo12YesYesFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check79.81001.2No
4521-YEEHEFemale0YesNo18YesYesFiber opticNoNoNoYesYesNoMonth-to-monthYesElectronic check88.851594.75No
4090-KPJIPFemale0NoNo3YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.95212.4No
3786-WOVKFFemale1YesNo72YesYesFiber opticYesYesNoNoYesYesOne yearYesBank transfer (automatic)106.857677.4No
4503-BDXBDMale0NoNo11YesNoFiber opticNoYesNoNoNoNoMonth-to-monthNoElectronic check74.95815.5Yes
6086-ESGRLFemale0NoNo1YesNoFiber opticNoNoNoNoNoYesMonth-to-monthNoCredit card (automatic)80.1580.15Yes
2592-HODOVMale0NoNo13YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19.3259.65No
3886-CERTZFemale0YesNo72YesYesFiber opticNoYesYesYesYesYesOne yearYesElectronic check109.258109.8Yes
7995-ZHHNZMale0YesNo42YesYesDSLYesNoNoNoNoNoOne yearNoCredit card (automatic)56.12386.85No
3824-RHKVRFemale0NoNo17YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)19.7340.35No
5816-SCGFCFemale1NoNo7YesNoDSLNoYesNoNoNoNoMonth-to-monthYesMailed check51.3419.35No
5989-AXPUCFemale0YesNo68YesYesFiber opticYesYesYesYesYesYesTwo yearNoMailed check118.67990.05No
4979-HPRFLMale0YesYes56YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)24.151402.25No
8590-OHDIWFemale0YesYes38YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.3749.35No
8015-IHCGWFemale0YesYes72YesYesFiber opticYesYesYesYesYesYesTwo yearYesElectronic check115.58425.15No
2332-TODQSFemale0NoNo48YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)25.051171.5No
9278-VZKCDFemale1YesNo52YesYesFiber opticYesYesYesNoYesYesMonth-to-monthYesElectronic check109.15647.95No
8008-OTEZXFemale0YesYes35YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.65708.8No
2773-OVBPKMale0YesNo67YesYesFiber opticNoYesYesYesYesYesTwo yearYesBank transfer (automatic)111.37567.2No
5999-LCXAOFemale0NoNo1NoNo phone serviceDSLYesNoNoNoNoNoMonth-to-monthNoMailed check29.929.9No
5206-XZZQIMale0NoNo53YesNoFiber opticNoYesNoYesNoNoMonth-to-monthYesMailed check80.64348.1No
4803-LBYPNMale0YesYes34YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.8635.9No
5759-RCVCBFemale0NoNo3NoNo phone serviceDSLNoNoNoNoYesNoMonth-to-monthNoCredit card (automatic)35.2108.95Yes
6372-RFVNSFemale0YesNo1YesNoFiber opticNoNoNoNoYesNoMonth-to-monthNoElectronic check78.878.8Yes
2139-FQHLMMale0NoNo19YesNoFiber opticNoNoYesYesYesNoMonth-to-monthNoMailed check89.951682.4No
8261-GWDBQFemale1YesNo60YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)116.056925.9No
1093-YSWCAMale0NoNo11YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.55223.15No
8938-UMKPIFemale0NoNo47YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check106.45127.95Yes
0991-BRRFBMale0NoNo18YesNoDSLYesNoNoNoNoNoMonth-to-monthNoElectronic check49.4874.8Yes
3882-IYOIJFemale0YesYes60YesYesFiber opticYesYesYesYesYesYesTwo yearNoCredit card (automatic)115.256758.45No
8749-TZYECMale0YesNo72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)24.81874.3No
1755-FZQECMale0NoNo39YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.9791.15No
3115-JPJDDFemale0YesNo59YesNoFiber opticYesNoYesNoNoNoOne yearYesCredit card (automatic)81.254639.45No
5600-KTXFMMale0YesYes2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoMailed check69.95143.9No
3871-IKPYHMale1NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check69.169.1Yes
6319-IEJWJMale0YesYes20YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check90.21776.55Yes
9025-AOMKIFemale0NoNo6YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesBank transfer (automatic)93.55536.4Yes
6339-TBELPMale0NoNo71YesYesFiber opticNoNoYesYesNoNoTwo yearYesCredit card (automatic)86.46172No
7964-YESJCFemale0YesNo24YesYesDSLYesYesYesNoNoNoMonth-to-monthNoMailed check66.31559.45No
6173-GOLSUMale1YesNo67YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesCredit card (automatic)94.656079No
5275-SQEIZMale0NoNo1YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesMailed check80.8580.85Yes
7716-YTYHGFemale0YesYes48YesYesFiber opticNoNoNoNoNoYesOne yearYesMailed check82.054029.95Yes
9938-ZREHMFemale0YesNo37YesYesDSLNoYesNoYesNoYesOne yearNoMailed check72.12658.4No
7950-XWOVNMale0NoNo11NoNo phone serviceDSLNoYesYesNoNoNoMonth-to-monthNoMailed check34.7383.55No
4390-KYULVMale0YesNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)20.5551.15Yes
4647-MUZONFemale0YesNo18YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesCredit card (automatic)95.951745.5No
9702-AIUJOMale0YesYes50YesNoDSLNoNoNoNoNoNoOne yearYesBank transfer (automatic)44.82230.85No
8849-PRIQJFemale0YesYes67YesYesFiber opticYesNoYesYesYesYesOne yearYesElectronic check109.47281.6No
8851-RAGOVFemale0YesNo25YesNoDSLYesYesNoYesNoYesMonth-to-monthYesMailed check71.051837.7No
1304-NECVQFemale1NoNo2YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesElectronic check78.55149.55Yes
5396-IZEPBMale0NoNo9YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)19.7180.7No
1729-VLAZJFemale0NoYes10NoNo phone serviceDSLYesYesNoYesNoNoOne yearNoMailed check40.25411.45No
8285-ABVLBFemale0YesNo70YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.851328.35No
0701-TJSEFMale0NoNo9YesNoDSLYesNoYesYesNoYesMonth-to-monthYesBank transfer (automatic)68.25576.95No
5712-VBOXDFemale0NoNo4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)20.1568.45No
6629-LADHQFemale0NoNo2YesNoDSLYesNoNoNoNoNoMonth-to-monthNoMailed check50.95123.05No
8945-GRKHXFemale0NoYes1YesNoFiber opticNoNoNoNoNoYesMonth-to-monthNoElectronic check78.6578.65Yes
1559-DTODCMale0NoNo19NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)25.15468.35No
4797-MIWUMMale0YesYes7YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesBank transfer (automatic)20.25174.7No
6959-UWKHFMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check42.942.9Yes
8720-RQSBJMale1NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check4444No
4537-CIBHBFemale0YesYes9YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.25172.35No
3815-SLMEFFemale0NoNo3NoNo phone serviceDSLYesNoNoYesNoNoMonth-to-monthNoMailed check34.25139.35Yes
5154-VEKBLFemale0NoNo9NoNo phone serviceDSLYesNoYesYesYesYesMonth-to-monthNoMailed check58.5539.85Yes
4324-AHJKSFemale0NoNo5YesNoDSLYesNoYesNoNoNoMonth-to-monthNoCredit card (automatic)55.8300.4No
4355-CVPVSFemale0YesYes56YesNoFiber opticNoNoNoNoYesYesOne yearNoBank transfer (automatic)88.94968No
4495-LHSSKFemale0NoYes18YesYesDSLYesNoNoNoNoNoMonth-to-monthNoMailed check57.65992.7No
5655-JSMZMMale1NoNo49YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check96.24718.25Yes
5915-ANOEIMale0YesNo70YesYesDSLYesYesYesYesYesNoTwo yearNoMailed check79.155536.5No
9861-PDSZPFemale0NoNo72YesYesFiber opticNoYesYesYesYesYesTwo yearYesCredit card (automatic)108.057806.6No
4505-EXZHBFemale1NoNo6YesNoFiber opticNoNoYesNoNoNoMonth-to-monthNoElectronic check74.4434.1Yes
7225-CBZPLMale1YesNo17YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check94.81563.9No
6704-UTUKKMale0YesNo29NoNo phone serviceDSLNoNoNoNoYesYesMonth-to-monthYesElectronic check45.91332.4No
4587-VVTOXFemale0YesNo6YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check105.3545.2Yes
2019-HDCZYMale0YesNo63YesYesFiber opticNoNoYesNoYesYesTwo yearNoElectronic check102.66296.75No
4652-NNHNYMale0YesNo16YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)73.851284.2Yes
8788-DOXSUMale0NoNo59YesNoDSLNoNoYesNoNoYesOne yearYesBank transfer (automatic)61.353645.5No
7404-JLKQGFemale0NoNo3YesNoDSLNoNoYesNoYesNoMonth-to-monthNoElectronic check57.55161.45No
7421-ZLUPAFemale0NoNo8NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthYesMailed check29.25226.95No
8972-HJWNVFemale1YesNo7YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check84.55646.85Yes
3274-NSDWEFemale0NoNo68YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.61441.65No
2632-IVXVFFemale0YesYes68YesYesFiber opticYesNoYesYesYesYesTwo yearNoCredit card (automatic)111.757511.3No
3692-JHONHFemale1YesNo52YesYesFiber opticNoYesYesNoYesYesOne yearYesElectronic check106.55621.85No
8915-NNTRCMale0YesYes72YesYesFiber opticYesYesNoYesYesYesTwo yearYesCredit card (automatic)107.77919.8No
5914-GXMDAFemale0YesNo32YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.3593.2No
7463-IFMQUFemale0YesNo72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.051423.65No
2920-RNCEZMale0YesYes1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)69.9569.95No
2541-YGPKEMale0YesYes42YesNoDSLYesNoNoYesNoYesOne yearNoCredit card (automatic)63.72763.35No
8515-OCTJSFemale0NoNo25YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)24.75692.1Yes
5382-TEMLVMale0NoNo45YesNoDSLYesNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)50.92298.55No
3441-CGZJHFemale0YesYes43NoNo phone serviceDSLYesNoYesYesYesYesOne yearYesCredit card (automatic)60.42640.55No
9592-ERDKVMale0YesNo37YesYesDSLYesNoYesNoYesYesOne yearNoMailed check79.252911.8No
2860-RANUSFemale1NoNo20YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesCredit card (automatic)85.81727.5Yes
5261-QSHQMFemale0NoNo4NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check24.4586.6Yes
4778-IZARLMale0YesNo63YesNoFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)110.16705.7No
0432-CAJZVMale0NoNo3YesNoFiber opticNoNoNoNoYesYesMonth-to-monthNoMailed check90.7237.65No
7008-LZVOZMale0YesYes66YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)25.31672.35No
8868-WOZGUMale0NoNo28YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check105.72979.5Yes
1200-TUZHRFemale1NoNo8YesYesFiber opticNoNoNoNoNoYesMonth-to-monthNoElectronic check85.2695.75No
9365-CSLBQMale0NoYes71YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check24.351654.6No
1334-FJSVRMale0NoNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check24.2524.25Yes
5884-FBCTLFemale0YesYes72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)25.11857.85No
7130-CTCUSMale1YesNo16YesNoDSLYesYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)54.55825.1No
6242-FEGFDMale0YesNo66YesYesFiber opticYesYesYesYesNoNoTwo yearNoMailed check96.66424.25No
7625-XCQRHFemale0NoNo11YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check76.5837.95Yes
6194-HBGQNMale0NoNo51YesYesDSLYesYesYesYesYesNoOne yearYesCredit card (automatic)81.154126.2No
7634-WSWDBFemale0NoYes8NoNo phone serviceDSLYesNoNoNoNoYesMonth-to-monthYesElectronic check38.5330.8No
6986-IXNDMMale0NoNo14YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check92.91337.45No
1731-TVIUKFemale0NoNo4YesYesFiber opticNoYesNoYesNoYesMonth-to-monthYesElectronic check93.5362.2Yes
2987-BJXIKFemale0NoNo70YesYesDSLYesYesYesNoYesYesTwo yearNoMailed check84.75991.05No
9769-TSBZEFemale0NoYes70YesYesDSLYesYesNoYesNoNoTwo yearNoElectronic check664891.5No
0406-BPDVRFemale1YesNo54YesYesFiber opticNoYesNoNoYesYesOne yearYesCredit card (automatic)101.55373.1Yes
0618-XWMSSMale0NoYes28YesNoFiber opticYesNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)74.92068.55Yes
1395-WSWXRMale0NoNo24YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.75487.05No
6023-GSSXWFemale0YesNo69YesNoDSLNoYesNoNoNoYesTwo yearYesCredit card (automatic)61.454131.2No
6752-APNJLMale0YesYes42YesNoDSLYesYesNoNoNoNoMonth-to-monthNoMailed check54.52301.15No
5276-KQWHGFemale1NoNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.6131.65Yes
0420-HLGXFFemale1NoNo39YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check99.754036No
7446-KQISOMale0YesYes45YesYesFiber opticNoYesYesYesYesYesTwo yearYesBank transfer (automatic)109.754900.65No
9823-EALYCMale0YesYes72YesYesDSLYesYesYesYesYesNoTwo yearYesBank transfer (automatic)80.855727.45No
0582-AVCLNFemale0NoNo38YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.3743.05No
5803-NQJZOMale0YesNo72YesYesDSLYesYesYesYesNoNoTwo yearYesBank transfer (automatic)67.84804.65No
2565-JSLRYMale0NoNo1YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check24.0524.05Yes
2607-DHDAKMale0YesYes72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)19.81414.65No
1073-XXCZDMale0YesNo55YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)25.71443.65No
0743-HRVFFFemale0YesYes51NoNo phone serviceDSLNoNoYesYesYesYesOne yearYesElectronic check56.152898.95No
4006-HKYHOMale0NoNo63YesNoDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)86.75309.5No
3727-JEZTUFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.420.4No
8143-ETQTIFemale0YesYes23YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check19.65451.55No
6689-KXGBOFemale0NoNo1YesNoDSLNoYesNoNoNoNoMonth-to-monthNoElectronic check50.5550.55Yes
9667-TKTVZFemale0NoNo2YesYesDSLNoNoNoYesNoNoMonth-to-monthYesMailed check54.35117.05No
3657-COGMWFemale1NoNo52YesYesFiber opticYesYesYesNoYesYesMonth-to-monthNoCredit card (automatic)108.15839.3No
8570-KLJYJFemale0NoNo36YesYesDSLYesNoNoNoNoNoOne yearNoMailed check54.451893.5No
7754-IXRMCFemale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check45.3545.35No
9473-CBZOPFemale0NoNo28YesYesDSLYesNoYesNoNoNoOne yearNoMailed check591654.45No
2969-WGHQOFemale0YesYes7YesNoDSLYesYesYesNoYesNoOne yearNoElectronic check69.45477.05No
6615-NGGZJMale0NoNo14YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check100.551415.55Yes
4334-HOWRPMale1YesNo72NoNo phone serviceDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)64.954546No
4255-DDUOUFemale0YesYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.520.5Yes
5863-OOKCLFemale0NoNo10YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check18.85163.2No
1686-STUHNMale0NoNo42YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)19.8849.9No
1329-VHWNPFemale0NoNo7NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)25.05189.95No
2984-MIIZLMale0NoNo4YesNoFiber opticNoNoYesNoNoNoMonth-to-monthYesBank transfer (automatic)74.8321.9Yes
0266-GMEAOMale0YesYes72YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)114.38058.55No
5590-YRFJTFemale0YesNo20NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check24.45482.8Yes
5574-NXZIUMale0NoNo63YesNoFiber opticYesYesYesYesYesYesTwo yearNoCredit card (automatic)109.27049.75No
0019-GFNTWFemale0NoNo56NoNo phone serviceDSLYesYesYesYesNoNoTwo yearNoBank transfer (automatic)45.052560.1No
4256-ZWTZIFemale0NoYes5YesNoDSLNoNoNoYesNoNoMonth-to-monthYesMailed check51286.8No
8309-PPCEDFemale0YesNo72YesYesFiber opticNoYesYesYesYesYesTwo yearYesBank transfer (automatic)110.457982.5No
4098-NAUKPMale1YesYes68YesYesFiber opticNoYesYesNoNoNoMonth-to-monthYesElectronic check84.655683.6No
5196-WPYOWMale0YesYes67YesNoDSLYesYesNoYesNoNoOne yearNoMailed check60.053994.05No
4608-LCIMNMale0YesYes8YesNoDSLNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)44.65369.15No
1485-YDHMMMale0YesYes52YesYesFiber opticNoYesNoYesNoYesMonth-to-monthYesBank transfer (automatic)93.254631.7No
4054-CUMIAFemale0YesYes18YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.25401.95No
0603-TPMIBFemale0YesYes59YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.451534.05No
2525-GVKQUFemale0NoNo60YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.61093No
8161-QYMTTMale0NoNo7YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check94.1701.3No
9581-GVBXTMale0YesYes59NoNo phone serviceDSLYesNoYesNoNoNoOne yearNoMailed check34.81980.3No
5862-BRIXZMale0NoNo46NoNo phone serviceDSLYesNoYesYesYesYesTwo yearYesBank transfer (automatic)60.752893.4No
5404-GGUKRMale0NoNo5YesNoDSLNoYesNoNoNoNoMonth-to-monthYesElectronic check51.35262.3No
3308-JSGMLMale1YesNo59NoNo phone serviceDSLYesNoYesYesYesYesTwo yearYesCredit card (automatic)64.053886.85No
2126-GSEGLFemale0YesNo70YesYesDSLNoYesYesYesYesYesTwo yearYesBank transfer (automatic)84.85917.55No
3677-TNKIOFemale0NoNo14YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)71914Yes
0440-QEXBZFemale0NoNo44YesYesDSLNoNoNoNoNoNoMonth-to-monthYesMailed check50.152139.1No
2434-EEVDBFemale0YesNo64YesYesFiber opticYesNoYesNoYesNoTwo yearYesCredit card (automatic)94.65948.7No
6762-QVYJOFemale0YesYes58NoNo phone serviceDSLYesNoYesYesYesYesTwo yearNoMailed check59.753624.35No
6199-IWKGCFemale1YesNo46YesYesFiber opticNoNoNoYesYesYesOne yearNoElectronic check100.254753.85No
2675-DHUTRMale1YesNo58YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check98.95780.7No
8152-VETURFemale0YesNo72YesYesFiber opticNoYesNoNoYesYesTwo yearYesCredit card (automatic)97.76869.7No
9667-EQRXUFemale1NoNo30NoNo phone serviceDSLNoNoYesNoYesNoMonth-to-monthYesElectronic check40.31172.95Yes
7446-YPODEMale1NoNo11YesYesDSLYesYesNoNoNoNoMonth-to-monthNoBank transfer (automatic)60.25662.95No
9522-BNTHXFemale1NoNo34NoNo phone serviceDSLNoYesYesNoYesYesMonth-to-monthYesElectronic check56.251765.95No
4676-WLUHTMale0NoNo54NoNo phone serviceDSLYesYesNoNoNoYesTwo yearNoBank transfer (automatic)46.22431.95No
3329-WDIOKFemale0NoNo3NoNo phone serviceDSLNoYesNoNoYesYesMonth-to-monthYesElectronic check50.6155.35Yes
7980-MHFLQFemale0YesYes72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check24.91859.2No
2873-ZLIWTFemale0YesYes40YesYesFiber opticNoNoYesYesNoNoMonth-to-monthYesElectronic check84.853303.05Yes
3415-TAILEFemale0YesYes2YesNoDSLNoNoNoNoYesYesMonth-to-monthNoMailed check65.7134.35Yes
0757-WCUUZMale0YesYes54YesYesDSLNoNoYesNoNoYesTwo yearNoCredit card (automatic)63.353409.1No
1629-DQQVBFemale0NoNo14YesNoDSLYesNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)50.1709.5No
1915-IOFGUFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check70.570.5Yes
3045-XETSHFemale0NoNo10YesYesFiber opticNoYesYesNoNoYesMonth-to-monthYesElectronic check94.85953.45Yes
0374-AACSZFemale0NoNo1YesNoDSLYesNoNoNoNoNoMonth-to-monthNoElectronic check50.1550.15No
7239-HZZCXMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.7519.75Yes
4872-VXRILMale0NoNo56YesYesDSLYesYesNoYesNoNoOne yearYesBank transfer (automatic)64.653665.55No
9140-CZQZZFemale0YesNo68YesNoDSLYesYesNoYesYesYesTwo yearYesBank transfer (automatic)79.65515.8No
3423-HHXAOFemale0YesYes14YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check19.5272No
9938-TKDGLMale0YesYes68YesNoFiber opticYesNoNoYesYesYesTwo yearYesElectronic check99.556668No
0531-ZZJWQMale1YesNo55YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check744052.4No
6537-QLGEXFemale0NoNo16NoNo phone serviceDSLYesNoNoNoYesNoMonth-to-monthYesElectronic check38.9664.4No
2688-BHGOGMale1NoNo9YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check79.55718.55No
7683-CBDKJMale0YesYes14YesNoDSLYesYesNoNoYesNoMonth-to-monthYesElectronic check65.45937.6Yes
0946-CLJTIMale1YesNo58YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check98.75812.6Yes
3160-TYXLTMale0NoNo53NoNo phone serviceDSLYesYesNoNoNoYesMonth-to-monthYesBank transfer (automatic)46.32546.85No
1325-USMECMale0YesNo70YesYesFiber opticYesYesYesNoYesNoTwo yearYesCredit card (automatic)99.356944.5No
0916-QOFDPFemale1YesYes14YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check95.81346.3No
0628-CNQRMMale0YesYes22YesNoDSLYesNoYesYesYesNoOne yearYesBank transfer (automatic)67.51544.05Yes
5606-AMZBOFemale0YesNo10YesYesFiber opticYesNoNoNoNoNoMonth-to-monthYesCredit card (automatic)78.15765.15No
6199-IPCAOFemale0YesYes29YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check26.1692.55No
7665-TOALDFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.669.6Yes
0112-QWPNCMale0YesNo49YesYesDSLYesNoYesYesYesYesOne yearNoElectronic check84.354059.35Yes
0324-BRPCJFemale1YesNo68YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check100.26851.65Yes
2777-PHDEIFemale0NoNo1YesNoFiber opticNoNoNoNoYesNoMonth-to-monthNoElectronic check78.0578.05Yes
5640-CAXOAFemale0NoNo30NoNo phone serviceDSLNoNoNoYesNoYesOne yearYesCredit card (automatic)40.351187.05No
2235-EZAIKFemale0YesNo72YesYesDSLYesYesYesYesYesNoTwo yearNoCredit card (automatic)79.25401.9No
3847-BAERPFemale0NoNo10YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.9247No
1196-AMORAMale0NoNo7YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check73.6520Yes
4282-YMKNAFemale0NoNo9YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.75706.6Yes
1453-RZFONFemale0NoYes1YesNoDSLYesNoNoNoNoNoMonth-to-monthNoMailed check49.949.9No
8263-OKETDFemale0NoNo20YesYesDSLNoYesNoYesNoYesMonth-to-monthYesCredit card (automatic)68.91370.35No
0670-KDOMAFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.2520.25No
2476-YGEFMFemale0NoNo29YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)762215.25No
8687-BAFGUMale0NoNo1YesNoFiber opticNoNoNoYesNoNoMonth-to-monthNoElectronic check7474No
0641-EVBOJMale0NoNo3YesNoFiber opticYesNoNoYesNoNoMonth-to-monthYesMailed check82.3214.4No
0829-XXPLXFemale0NoNo20YesNoFiber opticYesNoYesNoYesNoMonth-to-monthYesBank transfer (automatic)89.41871.15No
9974-JFBHQMale0NoYes64YesNoFiber opticNoYesNoYesYesYesMonth-to-monthYesCredit card (automatic)99.156171.2No
5356-RHIPPMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.220.2Yes
6624-JDRDSFemale0NoNo6NoNo phone serviceDSLYesNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)29.45161.45No
0608-JDVECMale0YesNo50YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoElectronic check19.81013.2No
9780-FKVVFMale0NoNo6YesNoDSLYesNoNoNoNoYesMonth-to-monthYesBank transfer (automatic)59.15336.7No
1919-RTPQDMale0YesYes7YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check44.75333.65No
5214-NLTITMale0YesYes72YesYesFiber opticNoNoYesNoNoYesTwo yearYesCredit card (automatic)90.86511.8No
3345-PBBFHMale0YesNo8YesNoDSLNoYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)49.55393.45No
5055-BRMNEFemale0YesYes67YesYesFiber opticYesNoNoYesYesYesTwo yearNoCredit card (automatic)106.77009.5No
9189-JWSHVFemale1YesNo24YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check93.552264.05Yes
2190-PHBHRFemale0YesNo72YesYesFiber opticYesYesNoNoNoYesTwo yearYesCredit card (automatic)94.456921.7No
2650-GYRYLMale0YesYes33YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)19.45600.25No
0746-JTRFUMale0NoNo2NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check25.0556.35Yes
5208-FVQKBMale0YesNo70YesNoDSLYesYesNoYesNoYesTwo yearNoMailed check67.954664.15No
7184-LRUURFemale0NoNo22YesNoDSLNoYesYesNoYesNoOne yearNoBank transfer (automatic)65.251441.8No
6627-CFOSNFemale0NoNo59YesYesFiber opticYesYesYesNoNoYesMonth-to-monthYesBank transfer (automatic)99.455623.7No
3982-JGSFDMale0NoNo36YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesCredit card (automatic)20.35695.85No
1574-DYCWEFemale0YesYes51YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.951028.75No
7247-XOZPBMale0YesNo53YesYesDSLYesNoYesYesYesNoOne yearNoBank transfer (automatic)77.44155.95No
2466-FCCPTFemale0YesYes20YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)19.7395.6No
6211-WWLTFMale0YesNo63YesNoFiber opticYesNoYesNoYesYesTwo yearNoCredit card (automatic)99.76330.4No
4826-TZEVAFemale0NoNo40YesNoFiber opticNoYesNoNoNoNoMonth-to-monthNoCredit card (automatic)74.82971.7No
6016-NXBNJMale0NoNo35YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check19.15638No
9138-EFSMOMale0YesYes26YesNoFiber opticNoNoNoNoNoYesOne yearNoBank transfer (automatic)78.952034.25No
0576-WNXXCMale1YesNo27YesYesFiber opticNoYesYesNoNoYesMonth-to-monthYesElectronic check95.552510.2Yes
4632-XJMEXMale0NoYes53YesNoDSLYesYesNoYesNoNoOne yearNoCredit card (automatic)62.853419.5No
8910-LEDAGMale1YesNo34YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoCredit card (automatic)71.552427.35No
3452-GWUINFemale1YesNo19YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check94.951760.25No
2716-GFZORMale0YesNo43YesNoFiber opticYesYesYesNoNoNoMonth-to-monthYesCredit card (automatic)86.13551.65No
3724-UCSHYMale0YesYes6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.55122.9No
8626-XHBIEMale0NoYes56YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check24.81424.2No
4628-CTTLAMale0NoNo57NoNo phone serviceDSLNoYesNoNoYesNoMonth-to-monthYesElectronic check39.32111.45Yes
3192-LNKRKMale0YesYes34YesNoFiber opticNoNoYesNoYesNoMonth-to-monthYesMailed check84.052909.95No
4439-YRNVDFemale0NoNo10NoNo phone serviceDSLNoYesNoYesNoNoMonth-to-monthNoElectronic check36.25374No
2876-VBBBLFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.2520.25Yes
6834-NXDCAFemale0NoNo13NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check23.9300.8Yes
2208-UGTGRMale0NoNo56YesYesFiber opticNoYesNoNoYesYesMonth-to-monthNoElectronic check98.65581.05No
3005-TYFRDFemale0YesNo55YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesCredit card (automatic)103.655676.65No
8670-MEFCPFemale0YesYes36YesYesDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)92.93379.25No
3079-BCHLNMale0YesNo47YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)19.9942.95No
7777-UNYHBFemale0YesYes12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)20.1232.4No
5597-GLBUCFemale0NoNo1YesNoFiber opticNoNoYesNoYesNoMonth-to-monthYesElectronic check85.4585.45Yes
7278-CKDNCMale1NoNo24YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check80.52088.45No
2748-MYRVKFemale0NoNo63YesYesFiber opticNoYesNoNoYesYesOne yearNoBank transfer (automatic)99.96137Yes
8450-UYIBUFemale1NoNo35NoNo phone serviceDSLNoNoYesNoYesNoMonth-to-monthYesElectronic check39.851434.6No
2969-VAPYHFemale0NoNo67YesNoDSLYesYesNoYesNoNoOne yearNoCredit card (automatic)60.53870No
4822-YCXMXMale0NoNo25YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check84.82043.45Yes
7181-OQCUTMale0NoNo21YesYesFiber opticYesNoYesNoYesYesMonth-to-monthNoMailed check103.852215No
8474-UMLNTFemale0NoNo13YesNoDSLYesYesNoYesNoYesMonth-to-monthNoBank transfer (automatic)67.8842.25No
9821-POOTNMale0YesNo35YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check75.22576.2Yes
3836-FZSDJMale1YesNo71YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)24.851901No
9142-XMYJHFemale0NoNo29YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)19.35601.6No
6559-ILWKJMale0YesNo71NoNo phone serviceDSLNoYesNoNoYesYesTwo yearNoElectronic check49.353515.25Yes
0187-QSXOEMale1YesNo7YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check89605.45No
7733-UDMTPFemale1NoNo57NoNo phone serviceDSLNoYesYesNoYesYesMonth-to-monthYesElectronic check553094.05No
2649-HWLYBMale0YesNo65YesYesDSLYesNoYesYesNoYesTwo yearNoBank transfer (automatic)76.154929.55No
5214-CHIWJMale0NoNo27YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.3595.05No
4229-CZMLLMale0NoNo6YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.9469.8Yes
6904-JLBGYFemale1NoNo72YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)117.358436.25No
2465-BLLEUMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.7519.75No
1685-VAYJFMale0NoNo11YesNoDSLNoNoNoNoNoNoMonth-to-monthNoCredit card (automatic)45.2492No
8874-EJNSRMale0YesYes39YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.2987.95No
6917-YACBPFemale1NoNo59YesYesFiber opticYesYesYesNoNoNoMonth-to-monthYesElectronic check89.755496.9No
5049-MUBWGMale0NoNo26YesNoDSLYesNoNoYesYesYesOne yearNoBank transfer (automatic)751908.35No
4223-WOZCMMale1NoNo2YesNoDSLNoNoYesNoNoNoMonth-to-monthNoMailed check49.95107.1No
0769-MURVMFemale0YesYes72NoNo phone serviceDSLYesYesYesYesYesYesTwo yearNoBank transfer (automatic)65.74575.35No
9253-VIFJQMale0YesNo65YesYesDSLYesYesYesNoNoNoOne yearNoCredit card (automatic)67.054309.55No
7030-FZTFMMale0YesYes72YesYesFiber opticNoYesYesYesYesYesTwo yearNoCredit card (automatic)110.97922.75No
9741-YLNTDMale0NoNo6YesYesFiber opticNoNoNoYesNoYesMonth-to-monthYesBank transfer (automatic)87.95522.35No
5917-RYRMGMale1NoNo32YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19.8587.7No
5120-ZBLAIFemale0YesNo50YesYesDSLNoNoYesNoYesYesOne yearNoBank transfer (automatic)75.73876.2No
1194-BHJYCMale0YesNo61NoNo phone serviceDSLYesNoYesYesYesYesTwo yearYesMailed check62.153778.85No
3663-MITLPFemale0NoNo15YesNoFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check101.251457.25Yes
0906-QVPMSMale0YesNo72YesYesFiber opticYesYesYesYesYesYesTwo yearNoBank transfer (automatic)115.158349.45No
9025-ZRPVRMale0NoNo9YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check18.95185.6Yes
1905-OEILCFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.519.5No
7858-GTZSPFemale0NoNo12YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check86.551066.9No
3285-UCQVCFemale0NoNo37NoNo phone serviceDSLNoNoNoYesNoNoMonth-to-monthNoCredit card (automatic)28.6973.55Yes
6248-BSHKGMale0YesYes61YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.41226.45No
4685-TFLLSMale0YesYes18YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)19.8342.3No
3470-BTGQOMale0NoYes21YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check45.65985.05No
1209-VFFOCMale0YesYes68NoNo phone serviceDSLYesYesYesYesNoYesTwo yearYesMailed check56.43948.45No
8224-DWCKXMale1NoNo12YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)73.3828.05No
5482-PLVPEFemale1NoNo2NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check24.3541.85Yes
4553-DVPZGFemale0YesNo62YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check101.356164.7No
4902-OHLSKFemale1NoNo29YesYesFiber opticNoNoNoYesYesYesMonth-to-monthNoElectronic check98.652862.75Yes
6917-IAYHDMale0NoYes1NoNo phone serviceDSLNoYesNoYesNoNoMonth-to-monthNoMailed check33.633.6No
0495-ZBNGWMale1YesNo5YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesBank transfer (automatic)79.9343.95Yes
8620-RJPZNFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check20.720.7No
7572-KPVKKMale0NoYes62YesYesFiber opticNoNoYesYesYesYesTwo yearYesElectronic check104.056590.5No
2642-MAWLJFemale0YesYes36YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.25717.95No
2357-COQEKFemale1NoNo28YesYesFiber opticNoNoYesYesYesYesMonth-to-monthYesElectronic check103.32890.65Yes
7103-ZGVNTFemale0YesYes69YesYesDSLYesYesNoYesYesNoOne yearNoCredit card (automatic)73.74885.85No
3737-GCSPVFemale0YesNo11YesYesFiber opticYesNoNoYesYesNoMonth-to-monthYesCredit card (automatic)96.21222.05Yes
2027-WKXMWFemale0YesNo63YesYesFiber opticNoYesYesYesYesYesMonth-to-monthYesElectronic check108.756871.7No
7137-NAXMLMale0NoNo23YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)20.15405.6No
2428-ZMCTBMale0NoNo10YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)19.75208.25No
2961-VNFKLFemale0YesNo71YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)25.951801.9No
1768-HNVGJFemale1NoNo45YesYesDSLYesNoNoYesNoYesMonth-to-monthYesElectronic check70.053062.45No
6963-KQYQBFemale0YesYes70YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check24.051764.75No
5934-RMPOVFemale0NoYes22YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check84.751816.75No
1207-BLKSAFemale0YesYes52YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check23.051255.1No
4088-YLDSUMale0YesNo55YesYesFiber opticNoNoYesYesYesYesOne yearYesElectronic check104.155743.05Yes
8316-BBQAYFemale0NoNo65NoNo phone serviceDSLYesNoYesYesYesYesTwo yearNoCredit card (automatic)59.953921.1No
1166-PQLGGFemale0YesYes72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.551463.45No
3146-JTQHRMale0YesNo10YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)19.6189.45No
4291-YZODPFemale0NoYes7YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.0596.8No
4395-PZMSNMale1NoNo5YesNoFiber opticNoYesNoNoNoYesMonth-to-monthYesElectronic check85.55408.5No
6427-FEFIGFemale0YesYes24YesYesDSLYesNoYesNoYesYesTwo yearNoCredit card (automatic)78.61846.65No
0017-IUDMWFemale0YesYes72YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)116.88456.75No
8706-HRADDMale0NoNo21NoNo phone serviceDSLYesNoNoYesYesNoMonth-to-monthYesMailed check43.551011.5No
9955-QOPOYMale0YesNo69NoNo phone serviceDSLNoYesYesYesYesYesOne yearYesCredit card (automatic)60.84263.4No
4385-ZKVNWMale0YesYes44YesNoDSLNoYesNoYesNoNoMonth-to-monthYesBank transfer (automatic)54.92549.1No
5446-DKWYWFemale1YesYes61YesYesDSLNoNoYesNoYesNoOne yearYesElectronic check65.23965.05No
2034-CGRHZMale1NoNo24YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesCredit card (automatic)102.952496.7Yes
5797-APWZCFemale0NoNo1YesNoFiber opticNoNoNoNoYesYesMonth-to-monthNoElectronic check90.690.6Yes
3683-QKIUEFemale0NoNo6YesNoDSLNoNoNoYesNoNoMonth-to-monthYesBank transfer (automatic)50.8288.05Yes
4228-ZGYUWMale0NoNo4YesYesFiber opticNoYesNoNoNoYesMonth-to-monthYesElectronic check90.05368.1Yes
9031-ZVQPTMale0YesNo72YesYesFiber opticNoYesYesYesYesYesTwo yearYesElectronic check108.27840.6No
2990-IAJSVMale0NoNo72YesYesDSLYesYesYesYesYesYesTwo yearNoBank transfer (automatic)926632.75No
8107-KNCIMMale1YesNo14YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check75.11013.35No
9027-YFHQJMale0NoNo7YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesBank transfer (automatic)25.05152.95No
5176-LDKUHFemale0NoNo48YesNoFiber opticNoYesNoNoNoNoOne yearNoElectronic check75.153772.65No
4644-OBGFZMale0YesYes55YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.51026.35No
7926-IJOOUMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)19.319.3No
6480-YAGIYMale0NoNo45YesNoFiber opticYesYesYesYesYesYesOne yearNoCredit card (automatic)112.25031.85No
4029-HPFVYMale0NoNo3YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check70.3220.4No
7602-DBTOUFemale0YesNo71YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.61416.5No
5345-BMKWBMale0YesNo8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.25158.35No
3519-ZKXGGFemale0YesNo3YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check75.85256.6Yes
5457-COLHTMale0YesYes69YesNoDSLYesYesNoYesYesYesTwo yearNoBank transfer (automatic)80.655542.55No
6416-TVAIHMale0YesYes1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check68.568.5Yes
5451-YHYPWFemale1YesNo72YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)115.758443.7No
5108-ADXWOMale0NoNo11YesNoFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check73.5791.75Yes
7998-WNZEMMale0NoNo71YesYesDSLYesYesYesYesNoYesTwo yearNoBank transfer (automatic)80.65708.2No
3066-RRJIOFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check69.9569.95Yes
4664-NJCMSFemale0YesNo33NoNo phone serviceDSLYesNoYesYesYesYesTwo yearNoBank transfer (automatic)59.552016.3No
0307-BCOPKFemale0NoNo16YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.05326.65No
7629-WFGLWFemale1YesNo56YesYesFiber opticYesYesYesYesNoNoOne yearNoElectronic check95.655471.75No
2542-HYGIQFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)19.9519.95No
6715-OFDBPMale0NoNo5YesNoDSLNoNoYesNoYesYesMonth-to-monthYesElectronic check70.05346.4Yes
5016-LIPDWMale0YesYes57YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.41061.6No
6481-LXPWLMale0YesYes56NoNo phone serviceDSLNoYesYesNoNoNoOne yearYesCredit card (automatic)36.11971.5No
1567-DSCICMale0NoNo8YesYesFiber opticNoYesYesNoYesNoMonth-to-monthYesElectronic check94773.65Yes
2150-UWTFYFemale0YesYes22YesNoDSLYesYesYesNoNoNoMonth-to-monthNoMailed check61.151422.05Yes
6124-ACRHJFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.7519.75No
9362-MWODRFemale0NoYes40YesNoDSLYesNoNoYesYesNoMonth-to-monthYesCredit card (automatic)64.12460.35No
9975-GPKZUMale0YesYes46YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.75856.5No
9625-RZFUKMale0YesYes63YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.71275.85No
5153-LXKDTMale0YesYes68YesYesFiber opticYesYesYesNoYesYesTwo yearYesElectronic check110.27467.5No
5161-UBZXIMale0YesYes69YesNoFiber opticYesYesNoYesYesYesTwo yearYesCredit card (automatic)106.357261.75No
1020-JPQOWFemale0YesNo56YesYesFiber opticNoYesYesYesNoNoMonth-to-monthNoElectronic check90.555116.6No
7919-ZODZZFemale0YesYes10YesNoDSLNoYesYesNoNoYesOne yearYesMailed check65.9660.05No
0565-JUPYDMale0NoNo63YesYesFiber opticYesYesYesYesYesNoOne yearNoCredit card (automatic)104.56590.8No
6867-ACCZIFemale0YesYes24NoNo phone serviceDSLYesYesYesYesNoYesTwo yearYesMailed check52.51208.15No
5939-XAIXZFemale0NoNo19YesYesDSLNoNoYesNoNoNoMonth-to-monthYesMailed check56.11033.9No
9054-FOWNVMale0YesYes22YesYesFiber opticNoNoYesNoYesNoMonth-to-monthYesElectronic check88.751885.15No
2683-BPJSOMale0YesNo29YesYesFiber opticYesYesNoNoNoNoMonth-to-monthYesElectronic check84.452467.1Yes
2157-MXBJSMale0YesNo13YesYesDSLNoNoYesNoYesYesOne yearYesMailed check75.3989.45Yes
8207-VVMYBFemale0YesNo70YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)262006.95No
9732-EQMWYFemale0YesNo49YesNoFiber opticNoYesYesNoYesYesMonth-to-monthNoElectronic check99.45025No
9360-AHGNLFemale1YesNo43YesYesFiber opticYesNoYesYesYesYesOne yearYesMailed check109.554830.25Yes
1087-UDSIHFemale0NoNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.659.75Yes
5269-NRGDPMale0YesYes42YesNoDSLNoNoYesYesYesYesOne yearNoElectronic check73.153088.25No
6195-MELTIMale0NoNo57YesNoDSLNoYesNoYesNoNoOne yearYesMailed check54.653134.7No
5485-WUYWFMale1NoNo2YesNoDSLYesNoYesNoYesNoMonth-to-monthNoBank transfer (automatic)66.494.55Yes
2121-JAFOMFemale0YesNo72YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)115.558312.4No
8818-DOPVLFemale1NoNo46YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check104.454863.85No
2632-UCGVDMale1YesNo66YesYesFiber opticNoNoNoYesYesYesMonth-to-monthYesCredit card (automatic)100.056871.9Yes
5445-PZWGXMale0NoNo62YesYesFiber opticYesYesNoYesNoYesOne yearNoElectronic check1026529.25Yes
1227-UDMZRFemale0YesNo72YesYesDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)91.156637.9No
5198-HQAENMale0YesYes35YesNoFiber opticNoYesNoYesYesNoOne yearYesElectronic check89.73165.6No
9170-CCKOUMale0YesNo17YesYesFiber opticYesYesYesNoNoNoMonth-to-monthNoCredit card (automatic)90.21454.15Yes
2167-FQSTQFemale0YesNo72YesYesDSLYesYesYesYesYesYesTwo yearYesElectronic check92.46786.1No
2819-GWENIFemale0YesYes28YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.9543No
1043-YCUTEMale0YesNo56YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)25.151327.15Yes
3814-MLAXCFemale0NoNo31YesYesFiber opticNoNoNoYesNoNoMonth-to-monthYesCredit card (automatic)79.852404.15Yes
3572-UUHRSMale0NoNo45YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)18.85867.3No
2692-PFYTJFemale0NoNo1YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check25.7525.75No
1226-UDFZRFemale0NoNo2YesNoDSLNoYesNoNoNoNoMonth-to-monthYesMailed check49.6114.7Yes
5955-EPOAZFemale0NoNo6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.95109.5No
6821-JPCDCFemale0YesNo48YesNoFiber opticNoYesYesNoYesYesOne yearYesElectronic check97.054692.95No
8815-LMFLXMale0YesYes25YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesBank transfer (automatic)25.4546.85No
9135-HSWOCMale0YesYes64YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)19.71274.05No
8582-KRHPJMale0NoNo50NoNo phone serviceDSLYesYesNoNoNoNoMonth-to-monthYesMailed check351782.4No
5811-IWXYMFemale0YesYes52YesYesFiber opticNoNoYesNoYesYesOne yearNoBank transfer (automatic)101.255301.1No
7044-YAACCMale1YesNo4YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.2280.35No
8189-XRIKEFemale1NoNo32YesNoFiber opticNoNoNoNoYesYesMonth-to-monthNoElectronic check90.952897.95No
1506-YJTYTMale0YesYes45YesYesDSLYesYesNoYesYesNoTwo yearNoCredit card (automatic)73.853371No
4123-DVHPHMale0YesNo9YesYesFiber opticYesNoNoNoNoYesMonth-to-monthYesElectronic check88.05801.3No
6425-YQLLOFemale1YesNo66YesYesFiber opticNoNoYesYesYesYesOne yearYesCredit card (automatic)105.956975.25Yes
5442-UTCVDMale0NoYes3YesYesFiber opticNoNoYesNoNoYesMonth-to-monthNoElectronic check91.85257.05Yes
2228-BZDEEFemale0NoNo54YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.11079.45No
7734-DBOAIFemale0YesYes1NoNo phone serviceDSLNoNoNoYesYesNoMonth-to-monthNoElectronic check40.140.1Yes
2789-CZANWFemale0YesYes64YesYesFiber opticYesYesNoYesYesYesTwo yearNoBank transfer (automatic)110.36997.3No
2091-RFFBAFemale1NoNo31YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check73.92217.15Yes
2114-MGINAFemale0NoNo14YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesMailed check89.81129.1Yes
7596-LDUXPFemale0NoNo12YesNoFiber opticYesNoNoNoYesNoOne yearYesCredit card (automatic)85.15979.05No
3740-RLMVTMale1YesNo67YesNoDSLYesYesNoYesNoNoOne yearYesBank transfer (automatic)60.954119.4No
4489-SNOJFFemale0YesYes35YesYesDSLYesNoYesYesYesNoMonth-to-monthNoElectronic check72.252568.55Yes
2192-OZITFFemale0NoNo45YesYesDSLYesNoNoYesNoYesTwo yearNoMailed check73.553349.1No
5651-CPDNDMale0NoNo10YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check46492.1No
2186-QZEYAFemale1NoNo29YesYesDSLYesYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)58.551718.95No
1131-ALZWVFemale0NoNo24YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)24.6605.25No
7729-XBTWXMale0YesYes66YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check19.751344.5No
9134-WYRVPMale0NoNo51YesNoFiber opticYesNoNoNoYesNoOne yearNoMailed check86.354267.15No
3284-SVCROFemale0YesNo45YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.51121.05No
9732-OUYRNFemale0YesNo49YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19918.7No
0559-CKHUSFemale0YesNo29YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check19.55521.8No
2931-SVLTVMale0YesYes40YesYesFiber opticYesYesNoYesYesYesMonth-to-monthYesCredit card (automatic)110.14469.1No
6899-PPEEAFemale1NoNo37YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check96.553580.3Yes
7504-UWHNBMale0NoNo25YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check69.751729.35No
2582-FFFZRFemale0NoNo22NoNo phone serviceDSLNoNoYesNoYesYesMonth-to-monthYesElectronic check50.61073.3No
8908-NMQTXMale0NoNo72NoNo phone serviceDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)65.64566.5No
2187-LZGPLFemale0NoNo7NoNo phone serviceDSLNoYesNoNoNoYesMonth-to-monthYesCredit card (automatic)40.1293.3Yes
1431-AIDJQMale0YesYes33YesNoDSLNoYesYesYesYesYesTwo yearNoCredit card (automatic)82.12603.1No
6288-LBEARFemale0NoNo23YesNoFiber opticNoYesNoYesNoNoMonth-to-monthYesMailed check79.11783.75No
4597-NUCQVMale1NoNo24YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check101.252440.15Yes
9019-QVLZDFemale0NoNo1YesNoFiber opticNoNoNoNoYesNoMonth-to-monthNoElectronic check79.5579.55Yes
8413-YNHNVMale0NoNo69YesYesDSLYesYesYesYesYesYesTwo yearNoMailed check90.656322.1No
5808-TOTXOFemale0NoYes3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesCredit card (automatic)20.5557.4No
4369-NYSCFMale0NoNo56YesNoDSLNoYesNoYesYesYesOne yearYesBank transfer (automatic)75.754284.65No
6333-YDVLTMale0NoNo65YesYesFiber opticYesNoYesYesYesYesOne yearYesCredit card (automatic)1107138.65No
5324-KTGCGMale0YesNo71YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoElectronic check20.851539.75No
5599-HVLTWFemale1NoNo14YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesBank transfer (automatic)80.351058.1No
7394-LWLYNFemale0NoNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.15123.8No
3707-LRWZDFemale0NoNo32YesYesFiber opticNoNoNoNoYesNoOne yearNoElectronic check84.052781.85Yes
6873-UDNLDMale0NoNo40YesNoDSLYesNoYesNoNoYesMonth-to-monthNoElectronic check67.452731No
2700-LUEVAMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)20.7520.75No
1455-ESIQHMale0NoNo1YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check89.189.1Yes
0958-YHXGPFemale0NoNo7YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check69.9497.3No
1101-SSWAGFemale0YesNo15YesYesDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check51.1711.15No
2979-SXESEFemale0YesYes17YesYesFiber opticYesNoYesNoYesNoMonth-to-monthNoElectronic check94.41607.2Yes
4013-TLDHQMale0NoNo19YesNoFiber opticNoYesYesNoNoNoMonth-to-monthYesElectronic check78.251490.95Yes
5743-KHMNAMale0NoNo71YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)25.551898.1No
4194-FJARJFemale0YesYes54YesYesDSLYesNoNoYesNoNoTwo yearNoBank transfer (automatic)603273.95No
5325-UWTWJMale0YesNo31YesYesFiber opticYesYesNoYesNoNoMonth-to-monthYesCredit card (automatic)90.552929.75No
3969-GYXELFemale0NoNo11YesNoFiber opticYesNoNoNoNoNoMonth-to-monthNoElectronic check76.4838.7No
9208-OLGAQFemale1NoNo18YesNoFiber opticNoNoYesNoNoYesMonth-to-monthYesElectronic check84.951443.65No
3244-CQPHUFemale1NoNo72YesYesFiber opticYesYesNoYesYesYesTwo yearYesBank transfer (automatic)110.17746.7No
2674-MLXMNFemale1NoNo71YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesCredit card (automatic)99.656951.15No
9708-HPXWZMale1NoNo5NoNo phone serviceDSLNoNoYesYesYesNoMonth-to-monthNoCredit card (automatic)45.4214.75No
6992-TKNYOMale0YesNo38YesYesDSLNoNoYesYesNoYesOne yearNoCredit card (automatic)692669.45No
4468-YDOVKMale0NoYes5YesNoDSLNoNoNoYesNoNoMonth-to-monthYesBank transfer (automatic)48.65235.2No
3754-DXMRTMale1NoNo2YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check44.1592.65Yes
5792-JALQCFemale1NoNo52YesYesDSLYesNoYesNoNoNoTwo yearNoBank transfer (automatic)59.853103.25No
7130-VTEWQFemale1NoNo8YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check75.75606.25Yes
2200-DSAALFemale0NoNo68YesYesDSLNoYesYesNoYesYesTwo yearYesElectronic check80.655330.2No
4302-ZYFELMale0YesYes69YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesCredit card (automatic)20.551403.1No
9351-LZYGFFemale0YesNo42YesYesDSLYesYesNoYesNoNoMonth-to-monthYesCredit card (automatic)66.42727.8No
4366-CTOUZFemale0NoNo50YesNoFiber opticNoYesNoYesYesYesTwo yearYesMailed check100.25038.45No
6121-VZNQBFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.119.1Yes
7903-CMPEYMale1YesNo1YesYesFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check80.380.3Yes
1518-OMDIKMale0YesNo33YesNoDSLNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)44.551462.6No
6671-NGWONFemale0NoNo7YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.35150.6No
0595-ITUDFMale0YesYes64YesYesFiber opticYesYesYesNoNoNoMonth-to-monthYesElectronic check91.85960.5No
6996-KNSMLFemale0NoNo1YesNoFiber opticNoNoYesNoNoNoMonth-to-monthYesElectronic check74.974.9Yes
1955-IBMMBMale0NoNo59YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)20.21192.3No
0096-BXERSFemale0YesNo6YesYesDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check50.35314.55No
3806-YAZOVFemale0NoNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check18.856No
7998-ZLXWNFemale0YesNo15YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)20.45330.8No
6253-WRFHYMale0YesYes13YesNoDSLNoNoNoNoYesYesOne yearYesElectronic check64.75877.35No
9133-AYJZGFemale0NoNo23YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesCredit card (automatic)98.72249.1No
2675-OTVVJMale1YesNo31YesYesFiber opticYesNoNoNoYesNoMonth-to-monthNoElectronic check89.452807.65No
8680-CGLTPMale0NoNo29YesNoDSLYesYesNoYesNoNoOne yearYesElectronic check58.751696.2No
8430-TWCBXFemale0YesNo49YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)20.71032.05No
5018-GWUROFemale0YesNo56YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesBank transfer (automatic)85.64902.8No
6741-QRLUPFemale0NoNo63YesYesDSLYesYesYesYesNoYesTwo yearYesCredit card (automatic)80.34995.35No
4737-HOBAXMale0YesNo63YesYesDSLNoNoYesYesYesYesTwo yearNoCredit card (automatic)79.85034.05No
0537-QYZZNMale1YesYes24YesYesFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check79.851857.75No
3340-QBBFMMale1YesNo36YesNoDSLNoNoYesYesNoNoOne yearNoCredit card (automatic)54.11992.85No
1704-NRWYEFemale1NoNo9YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check80.85751.65Yes
2592-SEIFQMale0NoNo3NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check24.7566.95Yes
8200-KLNYWFemale0YesNo21YesNoDSLYesNoYesYesYesYesOne yearNoMailed check80.91714.95No
3372-CDXFJMale0YesYes13YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)24.5343.6No
4781-ZXYGUMale0YesYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesBank transfer (automatic)20.1520.15No
7632-YUTXBFemale0YesYes25YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.05520.1No
2718-YSKCSMale0YesYes71YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)19.61387.45No
9896-UYMIEMale0NoNo66YesYesFiber opticYesYesYesYesYesYesOne yearYesBank transfer (automatic)114.37383.7No
0853-NWIFKFemale0NoNo45YesNoFiber opticYesYesNoNoYesYesOne yearYesElectronic check100.34483.95No
8212-CRQXPFemale0YesNo22YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesCredit card (automatic)801706.45No
6980-CDGFCFemale0YesNo67YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)20.851327.4No
7691-XVTZHFemale0YesNo68YesYesFiber opticNoNoYesNoYesNoTwo yearYesBank transfer (automatic)89.955974.3No
2520-SGTTAFemale0YesYes0YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20 No
7481-ATQQSFemale1NoNo49YesYesFiber opticNoNoYesNoNoYesMonth-to-monthYesCredit card (automatic)90.854515.85Yes
2277-VWCNIFemale1NoNo4YesYesDSLNoNoNoNoNoNoMonth-to-monthNoMailed check48.75179.85No
1088-CNNKBMale0YesNo63YesYesDSLYesYesYesYesNoYesOne yearNoCredit card (automatic)805040.2No
8642-GVWRFFemale0YesNo2YesNoFiber opticNoYesYesNoNoNoMonth-to-monthNoBank transfer (automatic)79.7165Yes
1930-BZLHIMale0NoNo21YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check20.35422.7No
3400-ESFUWMale0YesYes55YesNoDSLYesYesNoYesNoNoTwo yearNoBank transfer (automatic)57.553046.4Yes
5868-YTYKSMale0NoYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.2520.25No
3525-DVKFNFemale0NoNo17YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.4358.05No
1482-OXZSYMale0NoNo30YesYesFiber opticYesNoNoNoYesYesMonth-to-monthYesBank transfer (automatic)100.42936.25No
0377-JBKKTMale0YesYes22YesNoDSLYesYesNoYesNoNoMonth-to-monthYesMailed check57.951271.8No
5778-BVOFBFemale0NoNo9YesNoDSLNoNoNoYesYesNoMonth-to-monthYesBank transfer (automatic)59.5530.05No
3373-YZZYMMale0YesYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.219.2No
2057-ZBLPDFemale0YesNo21YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check86.51808.7Yes
0228-MAUWCMale0NoNo19YesYesDSLNoNoYesYesNoNoMonth-to-monthNoElectronic check59.551144.6No
5502-RLUYVFemale0YesYes69YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check103.957446.9Yes
0023-HGHWLMale1NoNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check25.125.1Yes
7663-YJHSNFemale0YesNo72YesYesFiber opticYesYesYesYesYesNoTwo yearYesBank transfer (automatic)103.957556.9No
4915-BFSXLMale0YesYes70YesYesDSLYesNoYesNoYesNoTwo yearNoCredit card (automatic)68.954858.7No
3086-RUCRNFemale0NoNo66YesYesFiber opticYesYesYesYesNoYesMonth-to-monthYesBank transfer (automatic)103.16595No
5215-LNLDJFemale0YesYes7NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check24.7149.05No
7576-JMYWVFemale1YesYes46YesYesFiber opticYesYesNoYesYesYesMonth-to-monthYesElectronic check110.24972.1No
9039-RBEEEMale0NoNo39NoNo phone serviceDSLYesYesNoYesYesNoMonth-to-monthYesCredit card (automatic)48.951880.85Yes
0257-KXZGUFemale0YesYes32YesYesDSLNoYesYesNoNoNoMonth-to-monthNoBank transfer (automatic)62.452045.55No
1307-ATKGBMale0NoNo24YesNoFiber opticNoYesYesNoNoYesMonth-to-monthYesElectronic check89.552187.15No
8417-FMLZIMale0YesYes6YesNoFiber opticNoYesNoNoNoYesMonth-to-monthYesCredit card (automatic)83.55477.55Yes
3714-XPXBWFemale0NoNo37YesYesDSLYesYesYesYesYesNoMonth-to-monthYesCredit card (automatic)78.92976.95No
1850-AKQEPMale0NoYes8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.35178.7No
2824-DXNKNFemale0YesYes72YesYesDSLYesNoYesNoYesNoTwo yearYesBank transfer (automatic)71.455025.85No
5227-JSCFEMale1YesNo71NoNo phone serviceDSLYesYesYesYesNoNoTwo yearNoCredit card (automatic)46.353353.4No
0848-ZGQIJFemale0YesNo16YesNoFiber opticNoYesNoNoYesYesMonth-to-monthYesBank transfer (automatic)94.651461.15No
3621-CHYVBFemale0YesNo57NoNo phone serviceDSLYesNoYesYesNoYesMonth-to-monthYesBank transfer (automatic)49.92782.4No
8042-RNLKOMale0NoNo66YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)25.451699.15No
1792-UXAFYFemale1NoNo17YesNoFiber opticNoYesYesNoYesNoMonth-to-monthYesElectronic check89.151496.9Yes
5372-FBKBNFemale0NoYes21YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.75452.2No
0420-TXVSGMale0YesNo66YesYesDSLYesYesYesNoNoNoTwo yearYesCredit card (automatic)66.14428.45No
6217-TOWGSFemale0YesNo17YesYesDSLNoYesNoNoYesYesMonth-to-monthYesBank transfer (automatic)75.41322.55No
0515-YPMCWMale0NoYes1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check70.4570.45Yes
0378-XSZPUMale0YesNo58YesNoDSLYesYesYesNoNoNoOne yearNoCredit card (automatic)60.33563.8Yes
1045-LTCYTFemale0YesYes8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)21.05139.75No
1544-JJMYLMale0NoNo27YesNoDSLYesNoYesYesYesNoOne yearNoCredit card (automatic)69.351927.3No
4636-JGAAIMale0YesNo34YesYesFiber opticNoYesNoNoNoYesMonth-to-monthNoMailed check88.853000.25No
6874-SGLHUMale0NoNo30YesNoFiber opticNoYesNoNoYesYesOne yearYesBank transfer (automatic)973021.3No
5951-AOFIHMale0NoNo33YesNoDSLNoYesYesNoYesNoMonth-to-monthYesCredit card (automatic)66.42245.4No
4729-XKASRMale0NoYes1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check24.7524.75Yes
3059-NGMXBMale0YesYes14YesYesDSLYesYesNoNoNoYesMonth-to-monthNoMailed check69.2944.65No
8652-YHIYUFemale0NoYes16YesYesFiber opticNoNoNoYesNoNoOne yearYesCredit card (automatic)79.51264.2No
5278-PNYOXFemale0NoNo49YesNoFiber opticNoNoYesYesYesYesTwo yearNoCredit card (automatic)100.654917.75No
5449-FIBXJMale0YesYes19YesYesFiber opticNoNoYesYesYesYesMonth-to-monthNoElectronic check103.32012.7Yes
3486-HOOGQFemale0YesYes70YesYesDSLYesYesYesYesYesNoTwo yearNoBank transfer (automatic)79.75743.3No
5061-PBXFWFemale0YesYes32YesNoDSLYesYesNoYesNoNoMonth-to-monthNoBank transfer (automatic)61.41864.65No
8630-FJLIBFemale0NoNo18YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.81221.65No
3891-NLXJBMale0NoNo37NoNo phone serviceDSLYesYesNoYesNoNoTwo yearYesMailed check40.551390.85No
4749-OJKQUFemale0NoNo4YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check75.65302.35No
0577-WHMEVFemale0YesNo16YesYesFiber opticYesYesYesNoNoNoMonth-to-monthNoElectronic check90.71374.9No
5453-AXEPFMale0YesNo17YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)80.51336.9No
3639-XJHKQFemale0NoYes19YesNoDSLYesYesYesNoNoNoMonth-to-monthYesElectronic check60.61297.8No
3716-LRGXKMale0YesNo60YesYesFiber opticNoNoYesNoYesYesTwo yearNoCredit card (automatic)101.156067.4No
2263-SFSQZMale0YesYes51YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check24.951222.25No
9950-MTGYXMale0YesYes28YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)20.3487.95No
3397-AVTKUMale0NoNo43YesNoDSLNoYesNoNoNoYesTwo yearYesElectronic check602548.55No
4825-FUREZMale0YesNo42YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoElectronic check20.25835.5No
9837-BMCLMMale0NoNo3YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check78.5242.05Yes
2672-OJQZPFemale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check44.7544.75No
0137-UDEUOFemale0NoNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.8563.75Yes
3134-DSHVCFemale0NoNo63YesYesFiber opticYesYesYesNoYesNoTwo yearNoCredit card (automatic)986218.45No
6161-UUUTAMale1NoNo3YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check79.9260.9Yes
7821-DPRQEMale0YesNo68YesYesFiber opticYesYesNoYesYesYesMonth-to-monthYesElectronic check107.77320.9No
6543-XRMYRFemale1NoNo30YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check99.72967.35Yes
2001-EWBQUFemale0NoNo60YesYesFiber opticNoYesYesNoYesYesTwo yearNoElectronic check104.76333.8No
4925-LMHOKMale0NoNo15YesYesDSLNoYesNoYesNoNoMonth-to-monthYesCredit card (automatic)58.6939.7Yes
1608-GMEWBMale1NoNo45YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesBank transfer (automatic)93.94200.25No
6695-AMZUFFemale0YesNo70YesNoDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)86.455950.2No
1455-UGQVHMale0YesNo10YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check98.51037.75Yes
8410-BGQXNMale0NoNo4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.493.4No
8280-MQRQNFemale0NoNo1YesNoDSLNoNoYesNoNoNoMonth-to-monthYesMailed check50.4550.45Yes
1619-YWUBBFemale0YesNo68YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)24.951614.9No
7611-YKYTCMale0YesYes22YesNoFiber opticYesNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)751573.95No
2037-SGXHHMale0YesYes38YesYesFiber opticNoYesYesNoYesNoMonth-to-monthYesElectronic check94.653624.3Yes
3178-FESZOFemale0NoNo1YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesCredit card (automatic)100.25100.25Yes
0365-GXEZSMale0YesNo18YesNoFiber opticNoNoYesYesNoNoMonth-to-monthNoElectronic check78.21468.75No
0082-OQIQYMale0NoNo29YesNoFiber opticNoNoNoYesYesYesMonth-to-monthYesElectronic check94.22607.6No
6087-MVHJHFemale0NoNo16YesYesFiber opticNoNoYesNoNoYesMonth-to-monthYesElectronic check88.451422.1Yes
4603-JANFBMale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.8569.85Yes
3018-TFTSUMale0NoNo12YesNoFiber opticYesNoYesNoNoNoMonth-to-monthNoBank transfer (automatic)81.7858.6Yes
3606-SBKRYMale0NoNo31NoNo phone serviceDSLNoNoYesNoYesYesOne yearYesElectronic check50.051523.4No
4806-KEXQRMale0NoNo4YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check79.9324.3Yes
0667-NSRGIFemale0YesNo48YesYesDSLNoNoYesYesNoYesOne yearYesMailed check69.553435.6No
7083-YNSKYFemale0NoNo15YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)25.4399.6Yes
6893-ODYYEMale0NoNo50YesNoFiber opticYesYesYesYesNoNoOne yearYesCredit card (automatic)90.14549.45No
8242-JSVBOMale0NoNo7YesNoDSLNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)44.65322.5No
2479-BRAMRMale1YesNo41YesYesFiber opticYesNoYesNoNoNoMonth-to-monthYesBank transfer (automatic)83.753273.55Yes
9541-ZPSEAMale0YesYes68YesNoFiber opticYesNoYesNoNoNoTwo yearNoCredit card (automatic)80.355375.15No
2665-NPTGLFemale1YesNo26YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesBank transfer (automatic)98.12510.7No
1139-WUOAHMale0NoNo57NoNo phone serviceDSLNoNoYesYesYesYesTwo yearNoCredit card (automatic)53.353090.05No
4693-VWVBOFemale0NoNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check19.5561.05No
7434-SHXLSFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.920.9Yes
6937-GCDGQMale0YesYes19YesNoDSLYesNoNoNoNoNoOne yearYesBank transfer (automatic)48.95955.6No
0988-JRWWPFemale0NoNo3YesNoDSLNoNoNoNoYesNoMonth-to-monthYesElectronic check54.2140.4No
5075-JSDKIFemale0NoNo59YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoElectronic check24.451493.1No
7908-QCBCAFemale0YesNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check69.469.4Yes
8644-XYTSVMale0YesNo42NoNo phone serviceDSLYesNoNoNoYesNoMonth-to-monthYesBank transfer (automatic)40.151626.05No
6711-FLDFBFemale0NoNo7YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.9541.15Yes
3873-WOSBCMale0YesNo67YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.61784.9No
7465-ZZRVXMale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.3570.35No
7975-JMZNTMale0YesNo66YesYesDSLYesYesYesYesYesYesTwo yearNoBank transfer (automatic)91.76075.9No
7251-XFOILFemale0NoNo61YesYesFiber opticNoNoYesNoNoYesMonth-to-monthNoMailed check89.25500.6No
4116-IQRFRMale0YesYes4YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)24.173.1No
3714-JTVOVFemale1YesNo42YesNoFiber opticYesNoNoNoNoNoMonth-to-monthYesCredit card (automatic)74.153229.4Yes
8259-DZLIZFemale0YesYes64YesYesDSLNoYesNoNoNoNoOne yearYesBank transfer (automatic)53.853399.85No
0442-ZXKVSFemale1YesNo54YesYesFiber opticYesYesYesYesYesYesOne yearYesBank transfer (automatic)115.66431.05No
7853-WNZSYMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)19.7519.75No
3120-FAZKDMale0YesYes54YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)24.051230.9No
8606-OEGQZFemale0NoYes18YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.3454.65No
0225-ZORZPMale0NoNo3YesNoFiber opticNoYesNoNoNoYesMonth-to-monthNoElectronic check84.3235.05No
4702-IOQDCFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.170.1Yes
9489-JMTTNFemale0YesYes72YesYesDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)89.756595.9No
0575-CUQOVMale1YesNo60YesNoFiber opticNoYesYesNoYesYesOne yearYesElectronic check97.955867No
0967-BMLBDFemale0YesYes11YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check20196.35No
6178-KFNHSFemale0NoYes12YesYesFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check78.3909.25Yes
2830-LEWOAMale0YesYes61YesNoFiber opticNoYesYesYesYesYesOne yearNoCredit card (automatic)103.96449.15No
5006-MXVRNFemale0NoNo39YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.7762.45No
1264-BYWMSMale0NoNo55YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check96.85283.95Yes
9658-WYUFBFemale0NoNo17YesYesFiber opticYesYesNoNoYesNoMonth-to-monthYesElectronic check94.41617.5Yes
8327-WKMIEMale0NoNo37YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)20.15785.75No
6917-FIJHCFemale0YesNo72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check261776No
5329-KRDTMMale1YesNo72YesYesDSLNoYesYesYesYesNoTwo yearNoCredit card (automatic)77.355396.25No
7797-EJMDPFemale0NoNo8YesNoDSLYesNoNoYesNoYesMonth-to-monthNoBank transfer (automatic)66.05574.5No
3530-VWVGUFemale0YesYes22YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.9400.3No
2013-SGDXKFemale0NoNo1YesNoFiber opticNoYesNoNoYesNoMonth-to-monthNoElectronic check84.384.3Yes
6368-NWMCEFemale0NoNo38YesYesDSLNoYesNoYesNoYesMonth-to-monthNoCredit card (automatic)68.152656.3No
3633-CDBUWMale0NoYes17YesNoDSLNoYesYesYesYesYesOne yearNoElectronic check80.851445.95No
0707-HOVVNFemale1NoNo70YesYesDSLNoYesYesYesYesNoTwo yearYesBank transfer (automatic)75.55212.65No
8580-QVLOCFemale1YesYes72YesYesDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)92.456440.25Yes
3956-MGXOGFemale0NoNo28YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check80.62244.95No
9274-UARKJFemale0NoNo15YesNoFiber opticNoYesNoNoYesNoMonth-to-monthYesBank transfer (automatic)83.21130No
4077-HWUYDMale0YesYes72YesYesDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)87.556463.15No
2012-NWRPAFemale1YesNo11YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check99.551131.2Yes
8808-ELEHOMale1NoNo8YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesElectronic check81.25585.95Yes
0103-CSITQFemale0YesNo57YesYesFiber opticNoYesYesYesYesYesOne yearYesBank transfer (automatic)109.46252.7No
3506-LCJDCMale0YesYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)19.9519.95Yes
8671-KKKOSFemale0YesNo46NoNo phone serviceDSLYesYesNoNoYesNoMonth-to-monthNoElectronic check45.552062.15No
7305-ZWMAJMale0YesNo30YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)20.7587.1No
9518-XXBXEMale1YesNo10YesNoFiber opticYesNoNoNoNoNoMonth-to-monthNoElectronic check75.3720.45No
3934-HXCFZMale0YesNo23YesYesFiber opticYesYesYesNoYesNoMonth-to-monthYesElectronic check99.252186.4Yes
6578-KRMAWMale0NoNo32YesNoFiber opticYesYesYesNoNoYesMonth-to-monthYesCredit card (automatic)93.42979.3No
4860-IJUDEMale0NoNo13YesNoFiber opticYesNoNoNoNoNoMonth-to-monthYesCredit card (automatic)73.75956.65No
7666-WKRONFemale0NoNo39YesNoFiber opticNoNoYesYesNoNoTwo yearYesElectronic check80.453201.55Yes
9688-YGXVRFemale0NoNo44YesNoFiber opticNoYesYesNoYesNoMonth-to-monthYesCredit card (automatic)88.153973.2No
0423-UDIJQMale1NoNo9YesNoDSLNoNoNoYesNoNoMonth-to-monthNoMailed check49.2447.9No
1945-XISKSFemale0YesNo67YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.651335.2No
4910-AQFFXMale0YesYes9YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesBank transfer (automatic)79.35661.25Yes
2154-KVJFFFemale0NoNo15YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check79.751111.85Yes
5360-LJCNJFemale0YesNo71YesYesFiber opticNoYesYesNoYesYesTwo yearYesBank transfer (automatic)105.157555No
2607-FBDFFMale0NoNo1YesNoDSLNoNoNoYesNoNoMonth-to-monthNoCredit card (automatic)4949No
9647-ERGBEFemale0YesYes30YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check100.053046.15Yes
3428-XZMAZMale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.3569.35Yes
1100-DDVRVMale0YesNo17NoNo phone serviceDSLNoYesNoNoYesYesMonth-to-monthYesMailed check49.8836.35No
0378-TOVMSFemale0NoNo3YesNoFiber opticNoNoNoYesNoYesMonth-to-monthNoElectronic check85.8272.2Yes
4355-HBJHHMale0YesYes67YesYesDSLYesNoYesNoYesYesTwo yearYesElectronic check79.75293.4Yes
6728-WYQBCMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)20.9520.95No
9058-CBREOFemale1NoNo1YesYesDSLNoNoNoNoNoNoMonth-to-monthNoMailed check50.5550.55Yes
9029-FEGVJFemale1YesNo32YesYesFiber opticNoNoYesNoNoNoMonth-to-monthNoMailed check79.32570No
7216-KAOIDMale0YesYes41YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)19.5798.2No
0318-QUUOBMale0YesNo1YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check80.5580.55Yes
6145-NNPNOFemale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)44.1544.15No
5520-FVEWJFemale0YesYes12YesYesFiber opticNoYesYesNoNoNoMonth-to-monthYesElectronic check84.5916.9Yes
5339-TJFEKMale0YesYes62YesYesFiber opticYesYesNoNoYesYesMonth-to-monthYesElectronic check105.56487.2No
5572-ZDXHYFemale0NoNo22YesNoFiber opticNoYesNoNoNoYesMonth-to-monthYesMailed check84.31855.65Yes
2074-GUHPQFemale0NoYes17YesYesFiber opticNoYesYesYesNoNoMonth-to-monthYesCredit card (automatic)92.71556.85No
4625-XMOYMFemale0YesYes72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)26.251988.05No
5827-MWCZKMale0YesYes56YesYesFiber opticNoYesNoYesYesNoMonth-to-monthYesCredit card (automatic)96.955432.2No
1385-TQOZWFemale0NoNo9YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)20.45147.55No
5914-XRFQBMale0YesNo72YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)115.88424.9No
4329-YPDDQMale0NoNo20YesNoFiber opticYesYesYesYesYesYesMonth-to-monthYesBank transfer (automatic)108.22203.7No
4804-NCPETMale0YesYes19YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.2387.4No
3750-CKVKHMale0NoNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check67.75116.65Yes
5944-UGLLKMale0NoNo53NoNo phone serviceDSLNoNoYesYesYesYesOne yearNoCredit card (automatic)54.93045.75No
8063-GBATBFemale1NoNo27YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check85.252287.25Yes
7787-BNTZMMale0NoNo6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)20.15130.5No
2252-ISRNHMale0YesYes9YesYesFiber opticNoNoYesNoYesNoOne yearYesElectronic check90.35767.9No
9415-TPKRVFemale0YesYes8YesYesDSLNoYesNoNoNoNoMonth-to-monthNoElectronic check55.75446.8No
5322-TEUJKFemale0YesYes71YesYesFiber opticYesYesYesYesYesYesTwo yearNoBank transfer (automatic)114.68100.25No
4547-KQRTMFemale0NoNo10YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)80.05830.7Yes
4877-EVATKMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check2020Yes
1866-DIOQZFemale0YesNo71NoNo phone serviceDSLYesYesYesYesYesYesOne yearNoBank transfer (automatic)66.84689.15No
8375-KVTHKMale0YesNo68YesNoFiber opticNoYesNoYesYesYesOne yearYesElectronic check100.36754.35No
2697-NQBPFMale0NoNo34YesYesFiber opticNoYesNoYesYesYesMonth-to-monthYesElectronic check105.353540.65No
3709-OIJEAMale0NoNo26YesNoFiber opticNoYesYesYesNoNoOne yearYesElectronic check85.22184.6No
7639-SUPCWFemale0NoNo22YesNoDSLYesNoNoNoNoNoMonth-to-monthYesCredit card (automatic)48.81054.6Yes
1386-ZIKUVMale0NoNo7YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check18.95130.55No
0599-XNYDOFemale0YesNo20YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)69.81540.35No
6377-WHAOXFemale0YesNo60YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check106.156411.25No
6855-VLGOSMale0YesYes72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoElectronic check20.551432.55No
8999-XXGNSFemale1YesNo72YesYesFiber opticNoYesYesNoYesYesOne yearYesCredit card (automatic)105.757629.85No
8746-OQQRWMale0NoNo4YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check25.25101.9No
3181-MIZBNMale0YesYes16YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check19.75313.4No
0471-ARVMXFemale1YesNo62YesYesFiber opticYesNoYesNoYesYesOne yearYesElectronic check104.856312.9No
7766-CLTICFemale0NoNo10YesNoDSLNoNoNoYesNoYesMonth-to-monthYesMailed check60.95629.55No
5650-YLIBAMale0NoNo31YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check81.152640.55No
0825-CPPQHFemale0YesNo71YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.11372.45No
9084-OAYKLMale0NoNo58YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.81212.25No
6122-LJADAMale0YesYes70YesYesDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)90.156237.05No
2400-XIWIOFemale0YesNo71YesYesDSLYesYesYesYesYesYesTwo yearNoElectronic check90.16310.9No
7524-VRLPLMale1NoNo69YesYesDSLYesNoYesYesNoYesTwo yearNoCredit card (automatic)74.15031No
1069-XAIEMFemale1NoNo1YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check85.0585.05Yes
7569-NMZYQFemale0YesYes72YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)118.758672.45No
5201-USSQZFemale0YesNo26YesNoFiber opticNoNoNoYesNoYesMonth-to-monthNoCredit card (automatic)85.92196.45No
2105-PHWONFemale0YesNo33YesYesFiber opticNoNoYesYesNoYesMonth-to-monthYesCredit card (automatic)953008.15No
1494-EJZDWFemale0YesYes10YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.15220.8No
4884-TVUQFFemale1NoNo57YesYesFiber opticYesNoYesYesNoYesTwo yearNoCredit card (automatic)101.35779.6No
8003-EWNDZFemale0NoNo10YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check21.2222.65No
1897-RCFUMFemale0YesYes39YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check24.2914.6No
9256-JTBNZFemale0NoNo11YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)20.3246.3No
4658-HCOHWFemale0YesYes21YesNoFiber opticNoYesYesYesYesYesMonth-to-monthYesElectronic check102.82110.15Yes
2211-RMNHOFemale0YesYes68YesYesDSLNoYesYesYesYesYesTwo yearNoBank transfer (automatic)85.35560No
2432-TFSMKMale0NoNo18YesYesFiber opticNoNoYesNoYesNoOne yearYesCredit card (automatic)89.61633No
3440-JPSCLFemale0NoNo6YesNoFiber opticNoNoYesYesYesYesMonth-to-monthYesMailed check99.95547.65Yes
4929-ROARTMale0NoNo18YesYesDSLYesNoNoNoNoNoMonth-to-monthNoMailed check56.25969.85No
1834-ABKHQFemale0YesYes52YesNoDSLNoNoYesNoNoNoOne yearYesBank transfer (automatic)50.952610.65No
1741-WTPONMale0YesYes56YesYesFiber opticYesYesYesYesYesYesTwo yearNoMailed check115.856567.9No
3932-IJWDZMale0NoNo45YesYesFiber opticNoNoYesYesYesYesMonth-to-monthYesBank transfer (automatic)103.654747.85No
1240-HCBOHFemale0NoNo67YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check26.11759.55No
3594-KADLUMale0YesNo3NoNo phone serviceDSLYesNoNoYesNoNoMonth-to-monthNoMailed check35.1101.1No
8065-BVEPFMale1NoNo65YesNoFiber opticNoYesYesNoYesYesMonth-to-monthYesBank transfer (automatic)99.16496.15No
3796-ENZGFMale0YesNo63YesYesDSLNoYesNoYesNoYesTwo yearNoMailed check67.254234.15No
1734-ZMNTZFemale0YesYes11YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25300.7No
2853-CWQFQMale0NoYes1YesNoDSLNoNoNoYesNoYesMonth-to-monthYesMailed check59.5559.55No
0813-TAXXSMale0NoNo55YesYesDSLNoNoYesNoYesYesTwo yearYesBank transfer (automatic)77.84323.35No
2519-TWKFSMale0YesYes25YesYesDSLNoNoNoYesNoNoOne yearYesMailed check55.11466.1No
2889-FPWRMMale0YesNo72YesYesFiber opticYesYesYesYesYesYesOne yearYesBank transfer (automatic)117.88684.8Yes
0626-QXNGVFemale0YesNo72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)24.151776.45No
6723-CEGQIFemale0NoYes65NoNo phone serviceDSLNoYesNoYesYesNoTwo yearNoMailed check45.252933.95No
6987-XQSJTFemale1NoNo54YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check79.54370.25Yes
4732-RRJZCMale0YesYes7YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.25144.35No
9499-XPZXMFemale0YesNo72YesYesDSLYesYesNoYesNoNoTwo yearNoBank transfer (automatic)64.754804.75No
4338-EYCERMale0YesNo21YesNoDSLNoNoNoNoYesNoMonth-to-monthNoBank transfer (automatic)54.61125.2No
3007-FDPEAFemale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesBank transfer (automatic)20.739.85No
6350-XFYGWMale1NoNo4YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check94.75422.4No
4290-BSXUXMale0YesNo3YesYesFiber opticNoNoNoYesNoNoMonth-to-monthYesBank transfer (automatic)79.65251.75Yes
8513-OLYGYMale0YesNo72YesYesFiber opticYesYesYesYesYesYesTwo yearNoCredit card (automatic)115.88332.15No
0311-QYWSSFemale0NoNo6YesNoDSLYesNoNoNoNoNoMonth-to-monthYesElectronic check49.45314.6No
8705-DWKTIMale0NoNo52YesNoFiber opticNoNoYesNoNoYesMonth-to-monthYesCredit card (automatic)83.84331.4No
8755-IWJHNMale1YesNo69YesYesFiber opticNoYesYesNoNoYesMonth-to-monthYesBank transfer (automatic)95.356382No
0325-XBFACMale0NoNo8YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check94.7740.3Yes
4480-QQRHCFemale1NoNo8YesNoFiber opticNoNoYesNoNoNoMonth-to-monthYesBank transfer (automatic)74.05600.15No
0929-PECLOFemale1NoNo63YesYesFiber opticNoNoYesNoNoYesMonth-to-monthYesBank transfer (automatic)89.65538.8No
3680-CTHUHMale0NoNo60YesYesFiber opticYesYesYesYesYesYesOne yearYesCredit card (automatic)116.67049.5No
1202-KKGFUFemale0YesNo12YesNoDSLYesNoNoYesNoNoMonth-to-monthNoBank transfer (automatic)54.2690.5No
6112-KTHFQFemale0NoNo13YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.3279.3No
1852-XEMDWMale0NoNo22YesYesDSLYesYesYesNoNoNoMonth-to-monthNoMailed check65.051427.55No
2462-XIIJBMale0NoNo5YesYesFiber opticNoNoYesNoYesNoMonth-to-monthYesElectronic check92.5452.7Yes
4760-XOHVNFemale0YesYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.4519.45Yes
1820-DJFPHFemale0YesYes72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)24.051709.15No
9426-SXNHEFemale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)18.7553.15No
9068-FHQHDFemale0YesYes40YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.15777.35No
1269-FOYWNMale0YesYes44YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)20860.85No
9470-YFUYIMale1YesNo71YesNoDSLYesYesNoYesYesNoOne yearYesBank transfer (automatic)715012.1No
7817-BOQPWFemale0NoNo2YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check75.55166.3Yes
7402-EYFXXMale1NoNo26YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check93.62404.1No
1853-UDXBWMale0YesYes1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check7070Yes
9895-VFOXHFemale0NoNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoMailed check24.424.4No
5458-CQJTAMale0YesYes65YesNoDSLYesNoNoYesYesYesTwo yearYesBank transfer (automatic)74.84820.15Yes
1230-QAJDWMale0NoNo3YesYesDSLNoNoNoYesYesNoMonth-to-monthYesMailed check65.25209.9No
5701-ZIKJEMale0NoNo13YesNoDSLNoNoNoYesNoNoMonth-to-monthYesMailed check50.55610.75No
5219-YIPTKFemale0YesNo33YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check104.43409.6Yes
5032-MIYKTFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check70.770.7No
7396-VJUZBMale0YesYes4YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check45.25155.35No
9717-QEBGUMale0NoNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.3144No
5172-RKOCBMale0YesNo72YesYesFiber opticYesYesNoYesYesYesTwo yearYesCredit card (automatic)108.957875No
6509-TSGWNFemale0YesYes37YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check26.45911.6No
3540-RZJYUFemale0NoNo15YesNoFiber opticYesNoNoNoYesNoMonth-to-monthNoElectronic check86.21270.2Yes
3178-CIFOTFemale0NoNo23YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesCredit card (automatic)19.65478.1No
2091-MJTFXFemale0YesYes30NoNo phone serviceDSLNoNoNoYesYesYesMonth-to-monthNoCredit card (automatic)51.21561.5Yes
4530-NDRKUFemale0YesYes42YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesElectronic check19.05761.85No
5985-TBABQFemale0NoNo32YesYesDSLYesNoNoNoYesYesOne yearNoMailed check74.752282.95No
9800-ONTFEFemale0YesYes22YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)75.81615.1No
6743-HHQPFMale0YesNo42NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)25.11097.15No
8455-HIRAQFemale0NoNo8YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check44.45369.3No
6616-AALSRFemale0YesYes65YesYesFiber opticYesNoYesNoYesYesTwo yearYesCredit card (automatic)104.36725.3No
0883-EIBTIFemale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.531.55Yes
9415-ZNBSXFemale0YesYes70YesYesDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)896293.2No
4018-KJYUYMale0NoYes22YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)20.15432.5No
0722-TROQRFemale1NoNo4YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.9321.75Yes
7571-YXDADFemale0NoNo2YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoCredit card (automatic)74.9147.15Yes
3884-UEBXBFemale0YesYes67NoNo phone serviceDSLYesYesNoNoNoNoTwo yearNoBank transfer (automatic)36.152434.45No
8780-RSYYUFemale0NoNo25YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)19.2532.1No
5537-UXXVSFemale0YesNo20YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)19.25375.25No
1791-PQHBBFemale0NoYes2YesNoDSLYesNoNoNoNoYesMonth-to-monthYesCredit card (automatic)61.2125.95No
8701-DGLVHMale0NoNo51YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.451042.65No
8741-LQOBKFemale0YesYes46NoNo phone serviceDSLYesYesNoNoNoNoMonth-to-monthNoBank transfer (automatic)35.051620.25No
3393-FMZPVFemale0NoNo25YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check100.252387.75Yes
8082-GHXOPMale0NoYes13YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check44659.35No
6402-ZFPPIFemale1NoNo25YesYesFiber opticYesYesNoNoYesYesMonth-to-monthYesMailed check102.82660.2Yes
0980-FEXWFMale0YesYes26YesNoDSLNoNoYesNoNoNoOne yearNoMailed check50.351285.8No
7486-KSRVIMale0NoNo43YesYesFiber opticNoNoNoYesYesYesOne yearYesElectronic check1004211.55Yes
3011-WQKSZMale0NoYes19YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check20377.55No
8443-WVPSSMale0YesNo10YesNoFiber opticNoYesNoYesYesYesMonth-to-monthYesElectronic check99.85990.9Yes
3006-XIMLNFemale0NoYes2YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesBank transfer (automatic)94.2193.8Yes
8218-FFJDSFemale0YesNo72YesYesDSLYesYesNoYesYesYesTwo yearYesBank transfer (automatic)86.46058.95No
1986-PHGZFMale1NoNo18YesYesDSLYesYesNoNoNoNoMonth-to-monthYesCredit card (automatic)58.4964.9No
9965-YOKZBMale1NoNo9YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check83.85790.15Yes
0504-HHAPIFemale1NoNo27YesYesFiber opticNoNoYesNoNoYesMonth-to-monthNoCredit card (automatic)88.32467.75Yes
9360-OMDZZMale0NoNo24YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check94.12322.85No
6305-YLBMMMale0NoNo69YesNoFiber opticNoYesYesYesYesYesOne yearYesBank transfer (automatic)104.057262Yes
0345-XMMUGFemale0YesNo46YesYesFiber opticNoYesYesYesYesYesTwo yearYesCredit card (automatic)108.94854.3No
8024-XNAFQFemale1NoNo72YesYesFiber opticYesYesYesYesNoYesTwo yearYesBank transfer (automatic)107.47748.75No
3647-GMGDHMale0YesNo22YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesCredit card (automatic)94.71914.9Yes
2988-GBIVWFemale1YesNo70YesYesFiber opticYesNoNoNoNoYesMonth-to-monthYesElectronic check90.856470.1No
2832-SCUCOFemale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check19.957.4No
7036-ZZKBDMale0YesNo31YesNoDSLNoNoYesYesNoYesMonth-to-monthYesCredit card (automatic)66.42019.8No
3791-LGQCYFemale1YesNo56YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesBank transfer (automatic)100.655688.05Yes
0265-PSUAEFemale0YesYes16YesNoFiber opticYesNoYesNoYesYesMonth-to-monthNoBank transfer (automatic)100.71522.7No
0463-TXOAKMale0NoYes52YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.61334.5No
0594-UFTULMale0YesYes13YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.85252No
9509-MPYODFemale0NoNo35YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.75700.45No
9128-CPXKIFemale0NoNo59YesNoFiber opticNoNoYesNoYesYesTwo yearNoElectronic check95.85655.45No
0129-KPTWJMale0YesNo72YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check94.656747.35No
8166-ZZTFSFemale1YesNo66YesYesDSLNoYesYesNoYesYesTwo yearYesBank transfer (automatic)80.555265.1Yes
5855-EIBDEFemale0YesNo49YesYesFiber opticYesYesYesYesNoYesTwo yearNoCredit card (automatic)106.655174.35No
5365-LLFYVFemale0NoNo2YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check45.85105.6No
5956-YHHRXMale1NoNo21YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check104.352271.85No
6008-NAIXKMale1NoNo54NoNo phone serviceDSLNoYesYesNoYesYesOne yearYesElectronic check55.452966.95No
2956-GGUCQMale1YesNo24YesYesFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check78.851772.25Yes
1928-BXYIVMale0NoNo1YesYesDSLYesYesNoNoNoNoMonth-to-monthNoElectronic check61.1561.15No
5760-FXFVOMale0NoNo6YesNoFiber opticYesYesNoNoNoNoMonth-to-monthYesElectronic check78.95494.95No
6595-COKXZFemale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check44.4544.45Yes
0961-ZWLVIMale0NoYes49YesYesFiber opticYesYesYesNoYesYesOne yearYesCredit card (automatic)109.25290.45No
5181-OABFKFemale0YesYes56YesNoDSLYesYesYesNoNoNoTwo yearYesCredit card (automatic)61.33346.8No
4007-NHVHIFemale1NoNo56YesYesFiber opticYesYesNoNoNoYesMonth-to-monthYesElectronic check96.855219.65No
7816-VGHTOFemale0YesYes6NoNo phone serviceDSLNoYesYesYesNoNoTwo yearNoMailed check40.55217.5No
5871-DGTXZMale0NoNo32YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.8607.7No
7550-WIQVAMale0YesYes50YesYesFiber opticYesYesYesNoYesYesOne yearYesElectronic check108.255431.4No
7544-ZVIKXMale0YesYes58YesYesFiber opticNoNoYesYesYesYesOne yearYesBank transfer (automatic)105.056004.85No
0016-QLJISFemale0YesYes65YesYesDSLYesYesYesYesYesYesTwo yearYesMailed check90.455957.9No
7508-DQAKKFemale0NoNo64YesYesDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)86.45442.05No
5176-OLSKTFemale0YesNo66YesYesDSLYesYesYesNoNoNoTwo yearNoBank transfer (automatic)66.94370.25No
9356-AXGMPMale0YesNo38YesYesFiber opticYesNoYesYesYesYesOne yearYesElectronic check110.74428.6No
3556-BVQGLFemale0YesNo20YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check20416.45No
0362-ZBZWJMale0NoNo36YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check84.93067.2Yes
8979-CAMGBMale1NoNo64YesYesFiber opticNoNoYesYesYesYesOne yearNoElectronic check102.16688.1No
4211-MMAZNMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.2520.25Yes
7581-EBBOUFemale0NoNo60YesNoDSLNoYesYesYesYesNoOne yearYesCredit card (automatic)70.154224.7No
4274-OWWYOMale0NoNo1YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check74.3574.35Yes
5073-RZGBKFemale0YesYes50YesYesDSLYesYesYesYesNoYesOne yearYesBank transfer (automatic)80.054042.2No
1541-ETJZOMale0NoNo1YesYesDSLNoNoYesYesNoNoMonth-to-monthNoMailed check62.0562.05Yes
2192-CKRLVFemale0YesNo72NoNo phone serviceDSLYesYesYesNoNoYesTwo yearYesElectronic check49.23580.95No
3154-HMWUUMale0YesNo60YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)20.51198.8No
6119-SPUDBMale0NoNo46NoNo phone serviceDSLYesNoYesYesNoNoTwo yearNoMailed check38.251755.35No
6522-OIQSXFemale0YesYes69NoNo phone serviceDSLNoYesYesNoYesYesTwo yearYesCredit card (automatic)54.953772.5No
7813-ZGGAWMale1NoNo31YesYesFiber opticNoNoYesYesYesNoMonth-to-monthYesBank transfer (automatic)96.62877.95No
8748-HFWBOMale0YesYes19YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.9357.7No
1052-QJIBVFemale0YesYes71YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.91397.3No
1319-YLZJGMale0YesNo12YesNoFiber opticYesYesYesNoNoNoMonth-to-monthYesElectronic check84.6959.9No
4106-HADHQMale0YesYes39YesNoDSLYesNoYesYesYesYesOne yearNoCredit card (automatic)803182.95Yes
0723-FDLAYMale0NoNo44YesYesDSLNoYesYesYesYesYesOne yearYesBank transfer (automatic)85.253704.15No
3050-RLLXCFemale0YesYes56YesYesDSLYesYesYesYesYesNoTwo yearNoCredit card (automatic)81.254620.4No
9298-WGMRWFemale0YesNo72YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)115.58312.75No
2369-UAPKZMale0NoNo5YesYesFiber opticNoYesYesNoYesYesMonth-to-monthNoMailed check104.1541.9Yes
3088-LHEFHFemale0NoNo11YesYesFiber opticYesNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)79929.3No
2778-OCLGRMale1YesNo24NoNo phone serviceDSLYesNoNoNoNoYesMonth-to-monthNoBank transfer (automatic)39.1971.3Yes
6583-KQJLKFemale1YesNo15YesNoFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check94.651285.05No
8544-JNBOXMale0NoNo72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check20.81521.2No
6681-ZSEXGMale0YesNo56YesYesDSLNoYesYesNoNoNoTwo yearNoCredit card (automatic)59.53389.25No
6139-ZZRBQMale1NoNo64YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)20.051198.05No
6116-RFVHNFemale0YesNo34YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check100.453414.65No
0637-KVDLVMale0NoNo2YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check76.5162.45Yes
8884-FEEWRMale0NoNo35YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)20.6754No
3125-RAHBVMale0NoNo22YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)20.3467.15No
6633-MPWBSMale0NoNo5YesNoDSLNoNoNoYesNoNoMonth-to-monthYesElectronic check49.2216.9Yes
0373-AIVNJMale0NoNo9NoNo phone serviceDSLYesYesYesNoNoNoOne yearNoMailed check39.55373No
8785-EPNCGMale0NoNo11YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)23.15245.2Yes
1682-VCOIOMale0NoNo23YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.45481.1No
5729-KLZARFemale0YesYes4YesNoFiber opticNoNoNoNoNoYesMonth-to-monthNoElectronic check80.85302.75Yes
2072-ZVJJXMale0YesNo68YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)25.251728.2No
8849-AYPTRMale0YesNo33YesNoFiber opticNoNoNoNoYesYesMonth-to-monthNoElectronic check91.252964.05No
9518-IMLHKMale0NoNo31YesNoDSLYesYesYesYesYesNoMonth-to-monthYesBank transfer (automatic)72.452156.25No
1582-RAFMLMale0NoNo1YesYesDSLNoYesNoYesNoNoMonth-to-monthNoMailed check60.160.1Yes
3646-ITDGMFemale0NoNo56YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.71051.9No
8740-CRYFYMale0NoNo1YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check78.9578.95Yes
3569-VLDHHMale0YesYes66YesNoDSLYesYesYesYesYesNoOne yearYesElectronic check75.15013No
8224-KDLKNMale0YesYes72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)251738.9No
7594-LZNWRMale1NoNo34YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoCredit card (automatic)69.152275.1No
4001-TSBTVFemale0YesYes58YesNoFiber opticNoYesYesNoYesNoMonth-to-monthYesElectronic check91.555511.65No
2962-XPMCQMale0NoNo2YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check45.1598.5Yes
8727-XDPUDMale0NoNo37NoNo phone serviceDSLNoNoNoNoYesNoTwo yearNoCredit card (automatic)35.81316.9No
1043-UXOVOFemale0NoNo71YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)113.157993.3No
1064-FBXNKMale0YesYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19.8519.85No
3996-ZNWYKMale1YesYes71YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.81388.45No
2878-DHMINMale0YesYes35YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoElectronic check19.9666No
7762-ONLJYFemale0YesYes6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.794.45No
1678-FYZOWFemale0NoNo3YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check79.4244.65Yes
5795-BKOYEFemale0YesYes69YesNoDSLNoYesYesYesNoNoOne yearNoBank transfer (automatic)59.14134.7No
8627-EHGIPMale0NoNo44NoNo phone serviceDSLNoYesYesNoYesYesOne yearYesMailed check53.952375.4Yes
7402-PWYJJFemale0YesNo53YesYesFiber opticNoNoNoYesNoYesOne yearYesElectronic check91.154862.5No
5480-TBGPHFemale0YesNo24YesNoFiber opticNoYesYesNoYesYesMonth-to-monthYesCredit card (automatic)99.32431.35Yes
0018-NYROUFemale0YesNo5YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check68.95351.5No
7501-VTYLJFemale0NoYes2YesNoDSLNoYesNoNoNoNoMonth-to-monthNoMailed check51.55106.2No
7608-RGIROMale0NoYes62YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check24.41413No
0480-BIXDEFemale0YesNo19YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check96.81743.05No
5895-QSXODMale0NoNo9YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoMailed check70.05657.5No
9814-AOUDHMale0NoNo53YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.51050.5No
6175-IRFITMale0NoNo5YesNoFiber opticNoNoNoNoNoYesMonth-to-monthNoMailed check78.75426.35No
8760-ZRHKEFemale1YesYes71YesYesDSLYesYesNoNoYesNoOne yearNoElectronic check69.24982.5No
1622-HSHSFFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.5519.55No
8854-CCVSQMale0NoNo18YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check80.651451.9Yes
6749-UTDVXMale0NoNo72YesYesFiber opticNoYesYesNoYesYesTwo yearYesElectronic check103.657634.8No
5542-DHSXLFemale0YesNo4YesNoDSLYesYesNoNoNoNoMonth-to-monthNoMailed check54.7235.05No
9102-OXKFYMale0NoNo59YesYesDSLNoNoYesNoNoNoTwo yearNoCredit card (automatic)54.153116.15No
0511-JTEOYFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoMailed check71.171.1Yes
5216-WASFJFemale1YesNo31YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check84.852633.4No
7808-DVWEPMale0YesNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)2049.65No
7067-KSAZTFemale1YesNo65YesYesFiber opticNoYesYesNoYesYesOne yearYesElectronic check106.256979.8Yes
2284-VFLKHMale0YesNo49YesNoFiber opticNoNoYesYesYesYesOne yearYesCredit card (automatic)99.254920.8No
0366-NQSHSMale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.3546.35No
6532-YLWSIFemale0YesNo53YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)20.81021.8Yes
3807-BPOMJFemale0YesNo55YesNoFiber opticYesNoNoNoYesYesOne yearYesElectronic check94.755276.1No
3892-NXAZGMale0YesYes72YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)114.058289.2No
4948-WBBKLFemale1NoNo36YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)74.92659.45No
4182-BGSIQFemale0YesYes10YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesBank transfer (automatic)19.8196.75No
9300-AGZNLMale1NoNo1YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check9494Yes
0988-AADSAFemale0YesYes72YesYesDSLYesYesYesYesNoYesTwo yearNoBank transfer (automatic)80.855824.75No
9972-NKTFDFemale0NoNo28YesNoDSLNoYesNoYesNoNoMonth-to-monthNoBank transfer (automatic)54.651517.5No
3717-LNXKWMale0YesNo38YesYesFiber opticYesNoNoNoYesNoMonth-to-monthNoBank transfer (automatic)91.73479.05No
5734-EJKXGFemale0NoNo61YesYesFiber opticYesYesYesYesYesYesOne yearYesElectronic check118.67365.7No
2207-RYYRLMale0YesYes52YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check24.551331.05No
6729-FZWSYMale0NoNo67YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check19.451195.95No
9695-IDRZRFemale0NoYes34YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)116.153946.9No
8144-DGHXPFemale0NoNo54YesNoDSLYesNoYesYesYesYesTwo yearNoElectronic check80.64299.95No
7814-LEEVEFemale0YesNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesBank transfer (automatic)20.320.3No
1112-CUNAOFemale1NoNo15YesYesFiber opticNoYesNoNoNoYesMonth-to-monthNoElectronic check89.851424.95Yes
5175-AOBHIFemale0NoNo4YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check46193.6Yes
5174-RNGBHFemale0NoNo9YesNoDSLNoYesNoYesYesNoMonth-to-monthNoMailed check66.25620.55Yes
8631-WUXGYFemale0NoYes46YesNoFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check99.84391.25No
7270-BDIOAFemale0NoNo22YesYesFiber opticNoNoNoYesYesNoMonth-to-monthYesElectronic check901993.8Yes
9565-JSNFMMale0NoNo38YesNoFiber opticNoNoNoNoNoNoOne yearYesBank transfer (automatic)70.452597.6Yes
5906-DVAPMFemale0YesYes55YesYesDSLYesYesNoYesYesNoOne yearYesCredit card (automatic)754213.9No
6654-QGBZZFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.919.9No
8348-JLBUGMale1YesNo64YesNoFiber opticYesNoYesNoNoNoOne yearNoCredit card (automatic)80.35017.7No
0607-DAAHEMale0NoYes53YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.751052.35Yes
5641-DMBFJFemale0YesNo58YesYesDSLYesNoYesYesYesYesTwo yearYesElectronic check84.34916.4No
9200-NLNPDMale0YesNo56NoNo phone serviceDSLNoNoYesYesYesYesOne yearYesBank transfer (automatic)54.052959.8No
2664-XJZNOMale0YesYes72YesNoFiber opticYesNoYesYesYesYesTwo yearYesCredit card (automatic)104.97559.55No
9732-KPKBWMale0NoNo1YesNoDSLYesNoNoYesNoNoMonth-to-monthYesElectronic check53.9553.95Yes
3339-EAQNVMale1YesNo72YesYesFiber opticNoYesNoNoYesYesOne yearYesCredit card (automatic)97.257133.1No
0921-OHLVPMale0NoNo22YesYesFiber opticNoNoNoNoNoYesMonth-to-monthNoElectronic check83.051799.3No
3389-YGYAIFemale1NoNo8YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check105.5829.55Yes
9560-ARGQJFemale0NoYes16YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check811312.15Yes
8350-NYMVIFemale0NoNo39NoNo phone serviceDSLNoYesYesYesNoNoMonth-to-monthNoBank transfer (automatic)41.11597.05No
1600-DILPEFemale0NoNo12YesNoDSLNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)45524.35No
0536-ESJEPMale0YesNo54YesNoDSLYesYesNoNoYesYesTwo yearYesBank transfer (automatic)74.554191.45No
4654-GGUIIFemale0NoNo18NoNo phone serviceDSLYesYesNoYesNoNoOne yearYesMailed check40.2711.95No
6478-HRRCZMale0YesNo32YesNoDSLYesYesNoYesNoYesOne yearNoMailed check70.52201.75No
8510-BBWMUFemale0NoNo41YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check19.75806.95No
6857-TKDJVMale0YesYes67YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)24.651620.45No
2360-RDGROMale0YesNo65YesYesFiber opticYesNoYesNoYesYesMonth-to-monthYesElectronic check104.256812.95No
0584-BJQGZFemale0NoNo25YesYesDSLYesYesYesYesYesNoMonth-to-monthYesBank transfer (automatic)78.351837.9No
5134-IKDAYFemale0YesYes1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.869.8Yes
1360-XFJMRFemale0YesNo67YesYesFiber opticNoYesYesYesYesYesOne yearYesCredit card (automatic)109.77344.45No
3070-DVEYCMale1NoNo7YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoMailed check73.75545.15Yes
5730-RIITOFemale1NoNo43NoNo phone serviceDSLYesYesNoNoNoNoMonth-to-monthYesCredit card (automatic)33.451500.25No
9058-MJLZCFemale0NoNo24YesNoFiber opticYesNoNoNoYesYesMonth-to-monthYesElectronic check94.62283.15No
5707-ORNDZMale1NoNo9YesYesDSLYesNoNoNoNoNoMonth-to-monthNoElectronic check54.55494.05Yes
0902-XKXPNMale0YesYes69YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.21376.5No
5177-RVZNUFemale0NoYes37YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)20.3755.4No
0056-EPFBGMale0YesYes20NoNo phone serviceDSLYesNoYesYesNoNoTwo yearYesCredit card (automatic)39.4825.4No
8993-IZEUXMale0NoNo7YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)69.15488.65No
8696-JKZNUFemale1NoNo37YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check76.252841.55Yes
5380-AFSSKFemale0NoNo5YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesMailed check93.9486.85Yes
8190-ZTQFBMale0NoNo41NoNo phone serviceDSLNoNoYesNoYesYesOne yearYesElectronic check51.352075.1No
0931-MHTEMFemale0NoNo54YesNoFiber opticYesYesNoNoYesYesOne yearYesCredit card (automatic)100.055299.65No
2055-PDADHFemale1NoNo3YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.4204.7Yes
7515-LODFUMale1NoNo69YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.31356.3No
0440-UEDAIFemale0NoNo53YesNoFiber opticNoYesYesYesNoYesOne yearYesCredit card (automatic)94.455042.75No
1337-BOZWOMale0YesYes18NoNo phone serviceDSLNoYesYesNoYesNoOne yearNoCredit card (automatic)46.4812.4No
0868-VJRDRMale0YesNo64YesNoFiber opticYesYesNoYesYesYesTwo yearYesCredit card (automatic)104.056605.55No
8714-EUHJOFemale0YesYes31YesYesFiber opticNoYesNoNoNoYesMonth-to-monthYesElectronic check91.152995.45Yes
6344-SFJVHFemale0NoNo20NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoCredit card (automatic)24.9505.95No
3950-VPYJBMale0YesYes57YesNoDSLYesYesNoYesNoNoOne yearNoMailed check59.63509.4No
8041-TMEIDMale1YesNo63YesYesFiber opticYesYesYesNoYesYesTwo yearNoCredit card (automatic)108.56991.9No
7321-ZNSLAMale0YesYes13NoNo phone serviceDSLYesYesNoYesNoNoTwo yearNoMailed check40.55590.35No
6941-KXRRVFemale1YesNo48YesNoDSLNoYesNoNoNoYesOne yearYesBank transfer (automatic)58.952789.7No
3721-CNEYSFemale0NoNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.95137.95Yes
8727-JQFHVMale0YesYes57YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.751123.15No
9475-NNDGCMale0YesNo71YesYesFiber opticNoYesYesYesYesYesOne yearYesBank transfer (automatic)113.157953.25No
1355-KUSBGFemale0YesYes7YesYesDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check48.8349.8No
3688-FTHLTFemale0NoNo16YesYesDSLNoNoNoNoNoYesMonth-to-monthYesBank transfer (automatic)63.051067.05No
0899-LIIBWMale0YesNo34YesYesFiber opticNoNoYesNoYesYesMonth-to-monthNoElectronic check100.853527.3No
2568-OIADYFemale0YesNo37YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check99.53762Yes
1384-RCUXWMale0NoNo16YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesMailed check80.551248.9No
5825-XJOCMMale0NoYes48YesYesDSLYesYesYesNoNoNoOne yearYesBank transfer (automatic)64.43035.35No
6848-YLDFRMale0YesYes58YesNoDSLNoYesNoYesYesYesOne yearYesCredit card (automatic)75.24300.8No
8125-QPFJDFemale0YesNo72YesYesDSLYesNoYesYesYesYesTwo yearYesBank transfer (automatic)84.96065.3No
2320-YKQBOFemale0NoNo7YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.3144.95No
1193-RTSLKFemale0NoNo38YesNoFiber opticYesYesYesNoNoNoMonth-to-monthYesCredit card (automatic)83.93233.6Yes
2302-ANTDPFemale1YesNo48YesYesFiber opticYesYesYesYesYesYesMonth-to-monthNoElectronic check117.455438.9Yes
5923-GXUOCMale0NoNo10YesNoFiber opticYesYesYesNoYesYesMonth-to-monthYesElectronic check104.41081.45Yes
4973-RLZVIFemale0NoNo30YesNoDSLYesYesYesYesYesNoOne yearNoCredit card (automatic)74.652308.6No
7869-ZYDSTMale0YesNo31YesYesDSLNoNoNoNoYesNoMonth-to-monthYesCredit card (automatic)59.051882.8No
4501-UYKBCFemale1NoNo46YesYesDSLNoNoYesYesNoYesOne yearYesCredit card (automatic)69.13255.35No
1215-EXRMOMale0YesNo50YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.551067.65No
2305-MRGLVMale0YesNo28YesNoFiber opticNoNoNoYesNoNoMonth-to-monthNoBank transfer (automatic)76.552065.4No
8404-VIOMBFemale0NoNo66NoNo phone serviceDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)62.54136.4No
5233-GEEAXMale1NoNo8NoNo phone serviceDSLNoNoYesNoNoNoMonth-to-monthYesElectronic check29.4221.9Yes
2359-KLTEKFemale0YesYes41YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesBank transfer (automatic)94.93848No
5304-EFJLPMale1YesNo72YesYesFiber opticNoYesYesYesYesYesTwo yearYesBank transfer (automatic)111.658022.85No
2673-ZALNPFemale0NoNo7YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.9173.15No
9184-GALILFemale0YesYes38YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.45781.25No
4393-RYCREMale0NoNo44YesNoFiber opticYesYesYesNoYesYesOne yearYesElectronic check106.054510.8No
9746-MDMBKMale0YesYes47YesYesFiber opticYesYesYesYesYesYesOne yearYesBank transfer (automatic)113.455317.8No
3162-ZJZFUMale0YesYes53YesNoFiber opticNoYesNoYesYesNoMonth-to-monthYesElectronic check92.554779.45No
8404-GFGCZMale0YesNo4YesYesDSLNoNoYesNoYesNoMonth-to-monthNoElectronic check65.6250.1No
8875-AKBYHMale1NoNo20YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check84.351745.2No
4432-ADRLBMale0NoNo2YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check44.6574.9Yes
0533-UCAAUMale1YesNo57YesYesDSLNoYesYesNoYesNoOne yearYesCredit card (automatic)71.14140.1No
1394-SUIUHFemale1YesNo44YesNoFiber opticYesYesNoYesNoNoMonth-to-monthYesElectronic check85.153670.5No
3521-MNKLVMale0NoNo24YesNoDSLNoNoYesNoNoNoMonth-to-monthYesMailed check49.71167.8No
2533-TIBIXMale0YesYes15NoNo phone serviceDSLYesNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)30.2469.65No
8993-PHFWDFemale0NoNo3NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check25.2558.9Yes
1565-RHDJDFemale0NoYes4YesYesFiber opticNoYesYesNoNoNoMonth-to-monthNoBank transfer (automatic)84.05333.55Yes
7137-RYLPPMale1YesNo37YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check85.73171.15Yes
3765-JXVKYFemale0NoNo1YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check74.774.7Yes
5092-STPKPFemale0NoNo24YesNoDSLYesNoNoYesNoNoMonth-to-monthNoCredit card (automatic)56.351381.2No
7330-WZLNCFemale0NoNo5YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check90.8455.5Yes
0114-PEGZZFemale0NoNo33YesYesFiber opticNoYesYesNoYesYesMonth-to-monthNoElectronic check107.553645.5No
3359-DSRKAFemale0YesYes58YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check19.851158.85No
8639-NHQEIFemale0YesYes72YesYesFiber opticYesYesNoNoYesNoTwo yearYesBank transfer (automatic)95.96954.15No
7161-DFHUFFemale0YesNo71YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check23.851672.1No
3957-LXOLKFemale1NoNo28YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check106.153152.5Yes
3720-DBRWLMale0YesNo51YesNoDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)83.854307.1No
6635-MYYYZFemale0NoNo30YesNoDSLYesYesYesYesYesYesOne yearNoBank transfer (automatic)85.352530.4Yes
8565-WUXZUMale1YesNo72YesNoFiber opticYesYesNoYesNoNoTwo yearYesCredit card (automatic)84.86141.65No
5281-BUZGTMale1NoNo36YesYesFiber opticYesNoNoNoYesNoMonth-to-monthYesElectronic check90.853186.7Yes
4994-OBRSZMale0NoYes14YesNoDSLYesYesYesYesNoYesTwo yearNoBank transfer (automatic)76.11054.8No
0562-FGDCRFemale0YesYes72YesYesDSLYesYesNoYesYesNoTwo yearNoMailed check74.555430.65No
2436-QBZFPFemale0YesYes22NoNo phone serviceDSLNoYesNoNoYesNoMonth-to-monthNoElectronic check39.2849.9No
3420-YJLQTFemale0NoNo2YesYesFiber opticNoYesNoNoNoNoMonth-to-monthNoElectronic check79.55151.75No
6040-CGACYFemale0NoNo15YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.6299.4No
6582-PLFUUMale0YesYes51YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.551086.75No
8242-PDSGJMale0YesNo70NoNo phone serviceDSLYesNoYesYesNoNoTwo yearYesCredit card (automatic)39.152692.75No
0264-CNITKFemale0YesYes71YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.11389.6No
0089-IIQKOFemale0YesYes39YesYesFiber opticNoNoNoYesYesYesMonth-to-monthYesCredit card (automatic)99.953767.4No
7839-NUIAAFemale0YesYes61YesYesDSLYesYesNoNoNoNoMonth-to-monthNoElectronic check59.83641.5No
6075-QMNRRFemale0NoNo52YesNoDSLYesNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)49.752535.55No
5378-IKEEGFemale0NoNo1NoNo phone serviceDSLNoNoNoNoYesNoMonth-to-monthYesElectronic check35.7535.75Yes
5966-EMAZUMale0YesNo64YesYesFiber opticYesNoYesYesYesYesOne yearYesMailed check108.56880.85No
0440-EKDCFMale0YesNo62YesNoDSLNoYesYesYesNoNoTwo yearYesCredit card (automatic)60.153753.2No
4774-HHGGSMale0YesNo30YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.05637.55No
2718-GAXQDFemale1YesYes4YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check46181.6Yes
2055-BFOCCMale1YesNo63YesNoDSLYesYesYesYesYesYesOne yearYesBank transfer (automatic)845329.55No
8180-AKMJVFemale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)44.5544.55No
4298-OYIFCMale0YesNo15YesYesFiber opticNoNoYesYesYesYesMonth-to-monthYesElectronic check103.451539.8No
5566-SOEZDMale0YesYes27YesNoFiber opticYesYesNoNoNoNoOne yearYesCredit card (automatic)80.652209.75No
9842-EFSYYFemale0NoYes4NoNo phone serviceDSLYesYesYesNoYesYesMonth-to-monthYesMailed check57.2223.75No
2272-WUSPAFemale0YesNo72YesYesFiber opticYesYesYesNoYesYesTwo yearYesElectronic check110.757751.7No
4584-LBNMKMale1YesNo45YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)24.71174.35No
3898-GUYTSFemale1NoNo45YesYesFiber opticYesYesNoYesYesNoMonth-to-monthYesElectronic check97.054385.05No
0930-EHUZAFemale0NoNo36YesNoDSLYesYesYesYesYesNoOne yearYesMailed check76.352606.35No
6413-XKKPUMale0YesYes17YesNoFiber opticYesNoYesNoYesNoMonth-to-monthYesElectronic check89.41539.45Yes
9975-SKRNRMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check18.918.9No
3703-KBKZPMale1NoNo16YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)74.451261.35No
1449-XQEMTMale0NoNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.858.15Yes
2626-URJFXMale0YesYes4YesYesDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check50.9225.6Yes
4973-MGTONFemale0YesNo71YesNoDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)84.45969.3No
3682-YEUWSMale0YesYes10YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check24.4253.9No
1223-UNPKSMale0YesYes20YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.05400No
2612-RRIDNMale0NoNo4YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check81340.85Yes
4735-ASGMAMale0NoNo26YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check98.352515.3Yes
3446-QDSZFFemale0NoNo4YesNoDSLNoNoNoNoYesNoMonth-to-monthNoCredit card (automatic)55.5227.35No
3669-LVWZBMale0NoNo5NoNo phone serviceDSLNoYesNoNoYesYesMonth-to-monthYesMailed check51305.95Yes
6892-EZDTGFemale0YesNo4YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check91.65365.4Yes
5117-IFGPSMale1YesNo29YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check84.32357.75No
7379-FNIUJMale0NoNo2YesNoFiber opticYesYesNoNoYesYesMonth-to-monthNoElectronic check100.2198.5No
1627-AFWVJFemale0NoNo29YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.4554.25No
9725-SCPZGMale0NoYes1YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check90.8590.85Yes
5884-GCYMIMale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoMailed check69.469.4Yes
3217-FZDMNFemale1NoNo8YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesCredit card (automatic)94.45742.95Yes
4486-EFAEBMale0NoNo13YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check20.4251.65No
0060-FUALYFemale0YesNo59YesYesFiber opticYesYesNoNoYesNoMonth-to-monthYesElectronic check94.755597.65No
7853-GVUDZFemale0YesYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)20.1520.15Yes
7480-QNVZJMale1NoNo50YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check95.74816.7Yes
6954-OOYZZMale0YesNo18YesNoDSLNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)44.35768.05No
7088-FBAWUFemale0YesYes17YesNoDSLYesYesNoNoYesYesMonth-to-monthNoMailed check74.551215.8No
8313-AFGBWMale0YesNo47YesNoDSLNoYesYesNoYesYesTwo yearNoElectronic check73.63522.65No
3943-KDREEFemale0NoNo26YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)74.951834.95Yes
9239-ZBZZVFemale0NoNo6NoNo phone serviceDSLNoNoYesNoYesYesMonth-to-monthYesElectronic check47.95305.1Yes
3097-IDVPUMale0YesYes19YesYesDSLNoNoNoNoNoNoMonth-to-monthNoCredit card (automatic)50.1910.45No
4398-HSCJHFemale0NoNo3YesYesDSLNoNoNoYesYesNoMonth-to-monthYesElectronic check63.6155.65Yes
2197-OMWGIFemale1YesYes68NoNo phone serviceDSLNoYesYesNoYesYesTwo yearYesElectronic check533656.25No
2303-PJYHNFemale0YesNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)19.8552No
9795-VOWONMale0NoNo7NoNo phone serviceDSLNoNoNoNoNoNoOne yearYesCredit card (automatic)24.35150.85No
1237-WIYYZFemale0NoNo18YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.55389.25No
1987-AUELQFemale0YesNo71YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.051873.7No
7852-LECYPMale1YesNo13YesYesFiber opticYesYesNoNoNoYesMonth-to-monthNoCredit card (automatic)93.81261No
4430-UZIPOMale0NoNo3NoNo phone serviceDSLNoYesNoYesNoNoMonth-to-monthYesMailed check36.85108.7Yes
4822-LPTYJMale0YesNo72YesYesFiber opticNoYesYesNoYesYesTwo yearYesBank transfer (automatic)103.757346.2No
8165-CBKXOMale0YesYes66NoNo phone serviceDSLNoYesYesNoYesYesTwo yearYesCredit card (automatic)56.753708.4No
6527-PZFPVMale0YesYes24YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesCredit card (automatic)20.8469.65No
4855-SNKMYFemale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check44.144.1Yes
9593-CVZKRFemale0YesYes56YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check24.451385.85No
8595-SIZNCFemale1YesNo22YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)25.6548.8No
8008-HAWEDMale0NoNo14NoNo phone serviceDSLNoNoYesNoYesYesMonth-to-monthYesElectronic check50.75712.75Yes
7124-UGSURFemale1YesNo61YesYesFiber opticNoYesYesNoYesYesOne yearYesCredit card (automatic)104.46405Yes
1862-SKORYFemale1YesNo40NoNo phone serviceDSLNoYesNoNoYesNoMonth-to-monthYesElectronic check39.31637.4Yes
5236-XMZJYFemale0NoNo42YesNoDSLYesYesYesNoNoNoMonth-to-monthNoBank transfer (automatic)59.652536.55No
4827-DPADNFemale0YesYes72YesYesDSLYesNoYesYesYesYesTwo yearYesBank transfer (automatic)83.36042.7No
2694-CIUMOFemale0NoNo12YesYesFiber opticNoNoNoYesNoNoMonth-to-monthYesCredit card (automatic)79.55958.25No
5846-ABOBJMale0YesNo71YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)24.451730.65No
1439-LCGVLFemale0YesNo26YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.2459.6No
0909-SDHNUFemale0NoYes7NoNo phone serviceDSLYesNoNoNoNoNoMonth-to-monthNoMailed check29.8201.95No
4647-XXZAMFemale0YesYes6YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check45.5285.2No
1502-XFCVRFemale0NoNo58YesNoFiber opticYesYesYesNoYesYesOne yearYesElectronic check106.456145.85Yes
7740-KKCXFMale0YesNo51NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthYesCredit card (automatic)30.051529.45No
5360-XGYAZMale0YesYes72NoNo phone serviceDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)65.654664.5No
9692-TUSXHFemale0NoNo18YesNoFiber opticYesNoNoNoYesYesMonth-to-monthYesElectronic check96.051740.7Yes
7912-SYRQTFemale0NoNo7YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)75.1552.95Yes
3557-HTYWRFemale0NoNo47YesYesDSLYesYesNoYesNoYesTwo yearNoMailed check74.053496.3No
4816-JBHOVMale1NoNo2YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check44.793.7Yes
8920-NAVAYMale1NoNo62YesYesFiber opticNoYesYesYesYesYesOne yearYesBank transfer (automatic)110.757053.35No
1699-TLDLZFemale0YesYes16YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.7301.55No
5600-PDUJFMale0NoNo6YesNoDSLNoNoNoYesNoNoMonth-to-monthYesCredit card (automatic)49.5312.7No
8292-TYSPYMale0NoNo19YesNoDSLNoNoYesYesNoNoMonth-to-monthYesCredit card (automatic)551046.5Yes
0567-XRHCUFemale0YesYes69NoNo phone serviceDSLYesNoYesNoNoYesTwo yearYesCredit card (automatic)43.952960.1No
1867-BDVFHMale0YesYes11YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.35834.2Yes
2067-QYTCFFemale0YesNo64YesYesFiber opticNoYesYesYesYesYesMonth-to-monthYesElectronic check111.156953.4No
2359-QWQULFemale0YesNo39YesNoFiber opticYesNoYesYesYesYesOne yearYesCredit card (automatic)104.74134.85Yes
9103-TCIHJFemale0NoNo15YesYesDSLYesNoNoNoNoNoMonth-to-monthYesMailed check55.7899.8Yes
7407-SUJIZMale0NoNo25YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.6541.5No
9150-KPBJQFemale0NoNo6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.65116.85No
0052-DCKONMale0YesNo66YesYesFiber opticYesYesYesYesYesYesOne yearNoBank transfer (automatic)115.87942.15No
3654-ARMGPFemale0NoNo61YesYesDSLNoYesYesYesYesYesTwo yearNoCredit card (automatic)88.655321.25No
9699-UBQFSFemale1YesNo43YesYesFiber opticYesYesNoNoYesNoMonth-to-monthYesElectronic check94.54156.8No
9367-TCUYNFemale0NoNo12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.1223.6No
1261-FWTTEMale1NoNo23NoNo phone serviceDSLNoNoNoNoNoYesMonth-to-monthYesBank transfer (automatic)34.65768.45No
3528-HFRIQMale1YesNo71NoNo phone serviceDSLNoYesYesNoYesYesMonth-to-monthYesBank transfer (automatic)52.33765.05No
0708-SJDISFemale0NoNo34YesYesDSLNoNoNoYesYesNoMonth-to-monthNoMailed check652157.5No
4140-WJAWWFemale0NoNo5YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)19.85108.05Yes
2073-QBVBIFemale0YesNo41NoNo phone serviceDSLNoYesNoYesNoNoOne yearNoMailed check35.451391.65No
6928-ONTRWFemale0YesYes72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.71379.8No
3320-VEOYCMale1NoNo14YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check95.61273.3No
5231-FIQPAFemale0NoNo41YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check19.85810.45No
6617-WLBQCFemale0YesYes23YesYesFiber opticYesNoNoNoNoNoOne yearNoCredit card (automatic)81.851810.85No
2599-CIPQEMale0YesYes71YesNoFiber opticYesYesYesYesYesYesTwo yearNoCredit card (automatic)109.37782.85No
6653-CBBOMFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.370.3Yes
8774-GSBUNMale0YesNo72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.41797.1No
7326-RIGQZMale0YesYes6YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.8377.85No
1401-FTHFQMale0YesYes23YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesCredit card (automatic)20445.3No
3247-ZVOUOMale1YesNo10YesYesFiber opticNoNoNoNoNoYesMonth-to-monthNoElectronic check85.55851.75Yes
0254-FNMCIFemale0NoNo72YesNoFiber opticYesYesYesYesYesYesTwo yearYesElectronic check109.97624.2No
1848-LBZHYFemale0YesNo7YesNoDSLYesNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)50.3355.1No
6101-IMRMMMale0NoYes6YesNoFiber opticNoNoYesNoYesYesMonth-to-monthNoMailed check94.5575.45Yes
8118-TJAFGMale0YesYes9YesNoFiber opticNoYesNoYesYesYesMonth-to-monthYesElectronic check101.5906.85No
5429-LWCMVFemale0NoNo12YesYesFiber opticNoYesNoNoNoYesMonth-to-monthYesElectronic check89.151057.55No
7298-IZWLYFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.419.4No
9758-MFWGDFemale1YesYes48NoNo phone serviceDSLNoYesNoNoNoNoOne yearNoBank transfer (automatic)29.91388.75No
3955-JBZZMMale0NoNo20YesNoFiber opticNoNoNoNoYesNoMonth-to-monthNoElectronic check78.81641.3No
1268-ASBGAFemale1YesNo16YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesCredit card (automatic)85.351375.15Yes
8943-URTMRFemale0NoNo2YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesMailed check79.65152.7Yes
4815-TUMEQFemale0NoNo10YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check19.3185.2No
4713-LZDRVFemale1NoNo2YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check79.6195.05Yes
9909-IDLEKMale0YesYes20YesYesFiber opticNoYesNoYesYesNoMonth-to-monthNoMailed check96.81826.7No
4092-OFQZSMale0YesNo20YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.65417.5No
1561-BWHINMale0YesYes19YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.8344.5No
4325-NFSKCMale1NoNo19YesYesFiber opticYesNoNoNoYesNoMonth-to-monthYesElectronic check90.61660Yes
9927-DSWDFMale0YesNo22YesNoFiber opticYesYesNoYesYesYesMonth-to-monthYesElectronic check104.62180.55No
9500-LTVBPFemale0NoNo35YesYesFiber opticNoNoNoYesNoNoMonth-to-monthNoCredit card (automatic)80.052835.9No
7252-NTGSSFemale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check45.1545.15No
8149-AIQCGMale0NoNo39YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)73.152730.85No
1360-JYXKQFemale1YesNo54YesNoFiber opticNoNoYesYesYesYesOne yearYesElectronic check99.15437.1No
2955-PSXOEFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesBank transfer (automatic)20.220.2Yes
7762-URZQHMale0YesNo66YesYesFiber opticYesNoYesNoYesYesTwo yearYesCredit card (automatic)106.056981.35Yes
0899-WZRSDMale0NoNo56YesYesFiber opticYesNoNoYesYesYesMonth-to-monthYesMailed check105.355794.45No
3255-GRXMGMale0NoYes18YesNoDSLNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)45.65747.2No
4828-FAZPKFemale0YesYes16YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesCredit card (automatic)79.951267.95No
6094-ZIVKXFemale0NoNo68YesNoDSLYesNoYesNoNoNoOne yearYesCredit card (automatic)54.453674.95No
6925-BAYGLFemale1YesNo53YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.11275.6No
3262-EIDHVFemale0YesYes72YesYesDSLYesNoYesYesYesYesTwo yearNoCredit card (automatic)84.75893.9No
7354-OIJLXMale0NoNo9YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check75.85724.65No
1376-HHBDVFemale0NoNo30YesNoDSLYesNoNoNoNoNoMonth-to-monthYesMailed check48.81536.75No
6907-NZZIJFemale0NoNo36YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check99.153615.6Yes
6133-OZILEFemale0NoNo18NoNo phone serviceDSLNoNoYesYesNoNoMonth-to-monthYesElectronic check35.2607.3No
4135-FRWKJFemale1YesYes55YesYesDSLYesNoYesYesYesNoOne yearNoElectronic check76.254154.55No
2911-UREFDFemale0YesNo39NoNo phone serviceDSLYesNoYesNoYesYesMonth-to-monthNoElectronic check55.92184.35Yes
3744-ZRRDZMale0NoNo21YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check82.351852.85Yes
5673-TIYIBMale0NoNo2NoNo phone serviceDSLNoYesYesYesNoNoMonth-to-monthYesCredit card (automatic)40.477.15Yes
6551-ZCOTSMale1NoNo33YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)24.9847.8No
7191-ADRGFMale0YesNo44NoNo phone serviceDSLNoYesYesNoYesYesTwo yearNoBank transfer (automatic)54.32390.45No
5018-LXQQGFemale0YesYes30YesNoDSLYesNoNoYesNoYesMonth-to-monthNoBank transfer (automatic)66.31923.5No
6892-BOGQEFemale0YesNo71YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)20.91493.2No
1602-IJQQEFemale0NoNo4YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check75.35338.1Yes
4628-WQCQQMale0NoYes35YesNoFiber opticNoNoYesNoYesNoOne yearYesElectronic check85.153030.6Yes
1746-TGTWVMale0YesNo1YesNoFiber opticNoNoYesNoNoNoMonth-to-monthNoCredit card (automatic)75.3575.35No
5995-SNNEWMale1YesNo23YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check104.452184.85No
8050-WYBNDFemale0NoYes22NoNo phone serviceDSLNoNoYesNoYesYesOne yearYesCredit card (automatic)49.451031.4No
2821-WARNZFemale0NoYes49YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19.45921.3No
4879-GZLFHFemale0YesYes42YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check92.153875.4No
1644-IRKSFFemale0YesYes33YesNoFiber opticNoNoYesNoYesYesOne yearYesElectronic check93.83124.5Yes
8314-HTWVEFemale0YesYes7YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.85144.15No
9402-ROUMJFemale0YesYes67YesYesFiber opticYesNoYesYesNoYesOne yearYesBank transfer (automatic)100.256689No
2507-QZPQSMale0NoNo15YesYesFiber opticNoYesNoYesNoYesMonth-to-monthNoElectronic check95.71451.1No
7159-NOKYQMale0YesNo67YesYesFiber opticNoYesYesNoNoYesTwo yearYesElectronic check93.156368.2No
5707-ZMDJPMale0YesYes53YesNoDSLYesYesNoYesYesNoTwo yearYesMailed check69.73729.6No
8779-YIQQAMale0YesYes21YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.8350.1No
7136-IHZJAFemale0YesYes40YesNoDSLYesYesNoYesNoYesMonth-to-monthYesMailed check71.352847.2No
8966-OIQHGFemale0YesYes22YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)20.75452.35No
7074-STDCNMale0NoNo39NoNo phone serviceDSLNoNoNoYesNoYesMonth-to-monthYesElectronic check40.61494.5No
3705-PSNGLMale0NoNo45YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesElectronic check20.4930.45Yes
8739-QOTTNFemale0YesNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.3541.85No
1399-OUPJNFemale0YesYes57YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.751272.05No
0277-BKSQPMale0YesYes8YesNoDSLNoNoNoNoYesNoMonth-to-monthYesElectronic check54.4475.1No
6502-HCJTIMale1YesNo7YesYesFiber opticYesYesNoNoNoYesMonth-to-monthYesCredit card (automatic)94.7673.1Yes
2606-RMDHZMale0NoNo6NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthYesCredit card (automatic)30.5208.7Yes
5774-XZTQCFemale0YesYes7YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.45150.75No
2676-SSLTOMale0NoNo49YesYesDSLNoNoNoYesYesNoTwo yearYesBank transfer (automatic)66.153199No
6266-QHOJZFemale0NoNo65YesYesFiber opticYesYesNoYesNoNoOne yearYesElectronic check89.855844.65No
7269-JISCYFemale0NoNo55YesNoDSLNoNoNoNoNoNoOne yearNoBank transfer (automatic)45.052462.6No
0363-SVHYRMale0YesYes71YesYesDSLYesYesYesYesYesYesTwo yearNoBank transfer (automatic)86.856263.8No
8547-NSBBOMale0NoNo35YesYesFiber opticYesYesYesYesNoNoMonth-to-monthYesMailed check96.753403.4No
8258-GSTJKMale1NoNo3YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check77237.75Yes
6861-OKBCEFemale0NoYes11YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)20.1221.35Yes
9940-RHLFBFemale0NoNo1YesNoFiber opticNoNoYesNoNoNoMonth-to-monthNoElectronic check75.375.3Yes
6591-QGOYBMale0NoNo17YesYesFiber opticYesYesYesYesYesNoMonth-to-monthYesBank transfer (automatic)106.651672.1No
9070-BCKQPFemale0YesNo72YesYesFiber opticYesNoYesYesYesYesTwo yearYesCredit card (automatic)110.157881.2No
6421-SZVEMFemale0YesYes28YesNoFiber opticYesNoNoNoNoYesOne yearYesBank transfer (automatic)82.852320.8No
1328-EUZHCFemale0YesNo18YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.1370.5No
2995-UPRYSFemale1YesNo40YesNoFiber opticNoYesNoYesYesYesOne yearYesCredit card (automatic)99.24062.2Yes
8878-RYUKIFemale0NoNo52YesNoDSLNoNoYesNoNoYesMonth-to-monthYesElectronic check59.453043.7No
9633-DENPUFemale0YesNo47YesNoDSLNoYesNoNoYesNoMonth-to-monthYesBank transfer (automatic)58.62723.4No
7811-JIVPFFemale0NoNo23YesNoDSLNoNoYesNoNoNoMonth-to-monthNoCredit card (automatic)49.71081.25No
7113-HIPFIMale0YesYes66YesNoDSLYesYesYesYesNoNoTwo yearNoMailed check65.854097.05No
8541-QVFKMFemale0NoNo8YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check73.5632.2No
6686-YPGHKMale1NoNo47YesNoFiber opticYesNoNoNoNoYesMonth-to-monthNoMailed check85.54042.3Yes
1383-EZRWLFemale0NoNo7YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.05164.85Yes
9258-CNWACFemale0YesYes71YesYesFiber opticYesYesYesYesYesYesTwo yearNoCredit card (automatic)113.658166.8No
5371-VYLSXFemale1NoNo50YesYesFiber opticYesYesNoNoNoNoMonth-to-monthYesElectronic check83.44113.7No
6374-AFWOXMale0YesNo46YesNoDSLYesYesYesYesNoNoTwo yearNoMailed check65.653047.15No
4759-TRPLWMale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check70.470.4Yes
5317-FLPJFFemale0NoNo66NoNo phone serviceDSLYesNoYesYesYesYesTwo yearYesBank transfer (automatic)61.354193.4No
7621-VPNETFemale0YesNo42YesYesFiber opticNoNoYesYesNoNoMonth-to-monthYesCredit card (automatic)85.93729.75No
6034-YMTOBFemale0NoNo5YesNoFiber opticNoNoNoYesNoNoMonth-to-monthYesMailed check75.65399.45No
8563-IIOXKMale0YesYes7YesNoDSLYesNoNoNoNoNoOne yearYesElectronic check49.75331.3Yes
4903-CNOZCMale0NoNo29YesYesDSLNoYesYesNoNoYesOne yearNoCredit card (automatic)70.91964.6No
4353-HYOJDFemale0YesYes27YesNoDSLNoYesNoNoNoNoMonth-to-monthNoMailed check49.851336.15No
8020-BWHYLFemale1NoNo15YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesCredit card (automatic)75.31147.45Yes
7267-FRMJWFemale0YesYes25YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.1486.05No
2982-VPSGIFemale0YesNo11YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check941078.9Yes
4188-FRABGMale0YesNo57YesYesFiber opticYesYesYesYesYesNoMonth-to-monthYesElectronic check103.055925.75No
8199-ZLLSAMale0NoNo67YesYesFiber opticYesYesYesYesYesYesOne yearYesBank transfer (automatic)118.357804.15Yes
4128-ETESUFemale1YesNo47YesYesFiber opticNoNoYesNoYesYesMonth-to-monthNoElectronic check99.74747.2No
0620-DLSLKFemale0NoNo13YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesMailed check81.91028.9No
4625-EWPTFMale0NoNo8NoNo phone serviceDSLYesNoNoNoNoNoMonth-to-monthYesElectronic check30.45226.45Yes
5980-NOPLPFemale0YesNo44YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check96.14364.1Yes
3850-OKINFMale0YesYes71YesYesDSLYesNoNoNoYesNoOne yearYesElectronic check66.24692.55No
6892-XPFPUMale1YesNo24YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check104.252433.9Yes
8010-EZLOUMale1NoNo15YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check80.21217.25Yes
1156-ZFYDOFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check19.7519.75No
3295-YVUSRMale1NoNo2YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check72.6154.3No
8016-NCFVOMale1NoNo55YesYesFiber opticYesYesYesYesYesYesMonth-to-monthYesElectronic check116.56382.55No
4119-ZYPZYMale1NoNo71YesYesFiber opticNoYesNoYesYesYesTwo yearYesElectronic check106.87623.2No
5549-ZGHFBMale0YesYes50YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check24.951261.45No
7577-SWIFRMale0NoNo1YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check89.2589.25No
0303-WMMRNMale0NoNo5YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.2586.05No
6408-OTUBZFemale0NoNo66YesYesFiber opticYesYesYesYesYesNoOne yearYesBank transfer (automatic)104.556779.05No
5204-HMGYFFemale0YesYes49YesNoDSLYesYesYesYesYesYesOne yearYesMailed check87.24345No
1078-TDCRNFemale1YesNo3NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthYesElectronic check30.7582.85No
3727-OVPRYMale0YesYes66YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesCredit card (automatic)25.71714.55No
3797-FKOGQMale0NoYes11YesYesFiber opticNoNoNoNoNoYesMonth-to-monthNoElectronic check86.2893.2No
7622-NXQZRMale0NoNo28NoNo phone serviceDSLNoNoNoYesNoNoMonth-to-monthYesCredit card (automatic)30.1810.85No
6196-HBOBZMale0YesNo65YesYesFiber opticYesYesYesNoYesNoTwo yearYesElectronic check99.356347.55No
3970-XGJDUFemale0NoNo62YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)19.21123.65No
7017-VFULYFemale0YesNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)20.143.15No
5562-YJQGTFemale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)20.3535.1No
8807-OPMBMFemale0YesYes55YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)25.651388No
5439-WIKXBMale1YesNo41YesNoFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check94.553851.45No
9874-QLCLHFemale0YesYes17YesYesFiber opticYesNoYesNoYesYesMonth-to-monthYesElectronic check104.21743.5Yes
8294-UIMBAFemale0NoNo30YesNoFiber opticNoNoNoYesYesYesOne yearYesBank transfer (automatic)94.42638.1No
8109-YUOHEMale0NoNo17YesNoDSLYesYesNoNoNoNoOne yearNoMailed check56.1946.95No
5840-NVDCGFemale0YesYes16YesNoDSLYesYesNoYesNoYesTwo yearNoBank transfer (automatic)68.251114.85No
8092-NLTGFMale0NoNo72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)24.751777.6No
5928-QLDHBMale0NoNo9YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check76.25684.85No
9840-EFJQBFemale0NoNo1YesNoFiber opticNoYesNoNoNoNoMonth-to-monthNoElectronic check74.3574.35No
0696-UKTOXMale0NoYes23YesNoDSLNoYesNoYesNoNoMonth-to-monthNoElectronic check54.151312.45No
4801-KFYKLMale0NoYes8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)19.45159.2No
3472-OAOORMale0YesYes19NoNo phone serviceDSLYesYesNoNoNoNoMonth-to-monthYesMailed check34.95610.2No
6135-OZQVAFemale0NoNo7YesYesDSLYesNoNoNoNoNoMonth-to-monthYesElectronic check53.65404.35No
8062-YBDOEMale1NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.6569.65Yes
2252-JHJGEMale0NoNo61YesYesFiber opticYesNoYesNoYesYesOne yearNoElectronic check1046363.45No
4188-PCPIGFemale0YesNo57YesNoDSLYesYesNoYesYesNoTwo yearYesCredit card (automatic)70.354124.65No
6000-APYLUMale0NoNo9YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check80.8713.1Yes
7105-BENQFMale0NoYes15YesNoDSLYesNoYesNoNoYesOne yearNoMailed check64.85950.75No
7721-DVEKZFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.6519.65No
3566-VVORZFemale0YesNo12YesNoDSLNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)45.9505.95No
9507-HSMMZMale0NoNo54YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check201149.65No
2480-SQIOBMale0YesYes4YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check44.8169.65No
0947-IDHRQFemale0NoNo7YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesMailed check80.3526.7Yes
7813-TKCVOFemale0YesNo20YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.35393.15No
0128-MKWSGFemale0NoYes26NoNo phone serviceDSLYesNoNoYesNoYesMonth-to-monthNoMailed check45.81147No
3672-YITQDMale1YesNo36YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check84.13021.6Yes
4350-ZTLPIFemale0YesNo53YesYesFiber opticNoYesYesYesYesYesOne yearYesBank transfer (automatic)108.955718.2No
9048-JVYVFMale0NoNo3YesNoDSLNoNoNoYesYesYesMonth-to-monthYesElectronic check69.35191.35Yes
0361-HJRDXFemale0NoNo68NoNo phone serviceDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)64.354539.6No
5727-MYATEMale0YesYes72YesYesDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)90.86397.6No
3823-KYNQYMale0NoNo12YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)24.95280.4No
8988-ECPJRFemale1YesYes34YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesMailed check79.62718.3Yes
7570-WELNYFemale0YesNo68YesYesFiber opticYesYesNoNoNoNoTwo yearYesBank transfer (automatic)84.75711.05No
3021-VLNRJFemale0NoYes50YesNoDSLYesNoYesYesYesNoOne yearYesCredit card (automatic)70.83478.15No
3776-EKTKMFemale1NoNo1NoNo phone serviceDSLNoNoNoNoYesNoMonth-to-monthYesElectronic check36.4536.45Yes
2080-CAZNMFemale1NoNo41YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check104.44133.95No
1028-FFNJKMale1YesNo30YesYesFiber opticNoNoNoYesYesYesMonth-to-monthYesElectronic check101.52917.65No
6907-FLBERMale0NoNo1YesYesDSLNoYesNoNoNoNoMonth-to-monthNoElectronic check54.354.3No
3001-UNBTLMale1YesYes29YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check103.952964.8No
5982-PSMKWFemale0YesYes23YesYesDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)91.12198.3No
3507-GASNPMale0NoYes60YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.951189.9No
7096-ZNBZIFemale0YesNo72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)26.451914.5No
1902-XBTFBMale0NoYes22YesNoFiber opticNoYesYesNoYesNoMonth-to-monthYesElectronic check89.42001.5Yes
1676-MQAOAMale0NoNo72YesNoDSLYesYesYesYesYesNoTwo yearYesBank transfer (automatic)75.15336.35No
0786-IVLAWFemale1NoNo66YesYesFiber opticNoYesYesNoYesYesOne yearNoBank transfer (automatic)108.17238.6No
7566-DSRLQFemale0YesNo72YesYesFiber opticNoYesYesYesYesYesTwo yearYesElectronic check110.157998.8No
0643-OKLRPFemale1YesNo47YesYesFiber opticYesNoNoNoNoNoMonth-to-monthNoElectronic check80.353825.85Yes
7245-JMTTQFemale0NoNo51YesYesFiber opticNoYesYesYesYesYesOne yearYesElectronic check111.55703.25No
6050-IJRHSFemale0YesYes70YesYesFiber opticNoYesYesNoYesYesOne yearYesElectronic check106.57397No
6202-JVYEUMale0NoNo9YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesElectronic check19.9164.6No
8591-TKMZHMale0YesYes59YesYesFiber opticYesYesNoYesYesYesTwo yearYesMailed check111.16555.2No
0734-OXWBTMale0NoYes3YesNoDSLNoNoNoYesYesYesMonth-to-monthNoMailed check70.7225.65No
4282-ACRXSMale1YesNo38NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check24.85955.75No
0365-TRTPYFemale0NoNo37YesYesFiber opticYesYesYesNoNoNoMonth-to-monthNoBank transfer (automatic)91.23382.3No
7349-ALMUXMale0NoNo37YesNoDSLYesYesYesYesNoNoTwo yearNoBank transfer (automatic)65.62313.8No
9381-NDKMEFemale1YesNo24NoNo phone serviceDSLNoNoYesNoNoYesMonth-to-monthYesCredit card (automatic)40.65933.3Yes
6502-KUGLLFemale0YesYes14YesNoDSLYesYesNoYesNoNoMonth-to-monthNoBank transfer (automatic)59.45780.85No
1841-YSJGVMale0YesNo72YesYesFiber opticYesYesNoYesYesYesTwo yearYesCredit card (automatic)109.957852.4No
2794-XIMMOMale0YesNo53NoNo phone serviceDSLNoYesYesYesYesYesOne yearYesElectronic check60.453184.25Yes
8382-SHQEHFemale0YesNo8YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check84.9764.95Yes
3511-BFTJWMale0YesYes72NoNo phone serviceDSLYesYesYesNoNoNoTwo yearNoCredit card (automatic)38.52763No
7668-XCFYVFemale1YesNo17YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check92.551614.7No
2983-ZANRPFemale0YesYes2YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)73.55145.4Yes
7845-URHJNFemale0YesNo8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)20.15156.25Yes
3034-ZBEQNFemale0YesNo48NoNo phone serviceDSLNoYesYesNoNoNoOne yearNoMailed check34.71604.5Yes
5018-HEKFOFemale0NoNo10YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check24.5270.15No
2923-ARZLGMale0YesYes0YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check19.7 No
3976-NLDEZMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.620.6No
2282-YGNORFemale0NoNo29YesNoDSLYesNoYesYesNoNoOne yearNoCredit card (automatic)581734.5No
5336-UFNZPFemale1YesYes65YesYesFiber opticNoYesYesNoYesYesOne yearYesElectronic check107.457047.5No
6854-EXGSFFemale0NoNo8YesYesDSLYesYesYesNoNoNoMonth-to-monthYesBank transfer (automatic)65.5573.15No
1241-EZFMJMale0YesNo61YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)25.451538.6No
9233-PSYHOFemale1NoNo45YesYesFiber opticNoNoYesNoYesYesOne yearYesBank transfer (automatic)100.154459.8No
5376-PCKNBMale0YesYes72YesYesFiber opticNoYesYesNoYesYesOne yearYesCredit card (automatic)104.457459No
8044-BGWPIMale0YesYes12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check21.15306.05No
4060-LDNLUMale0NoNo7YesYesFiber opticNoNoNoNoYesYesMonth-to-monthNoElectronic check96.2639.7No
3589-PPVKWMale0NoNo9YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check44.4348.15No
8327-LZKASFemale1YesNo43YesYesFiber opticNoNoYesYesYesYesOne yearYesElectronic check107.554533.9Yes
5887-IKKYOMale0YesYes58YesYesFiber opticNoNoYesYesNoYesTwo yearNoBank transfer (automatic)94.355563.65No
1075-BGWOHMale1YesNo16YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check98.751587.55Yes
1755-RMCXHMale0YesYes2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.340.25No
0302-JOIVNFemale0YesNo8YesNoFiber opticNoYesYesNoYesYesMonth-to-monthNoElectronic check101.15842.9Yes
3858-XHYJOFemale0YesNo40YesYesFiber opticYesNoYesNoYesYesOne yearNoBank transfer (automatic)105.754228.55No
4299-SIMNSMale0NoNo9YesYesFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check81.15784.45No
7025-IWFHTMale0NoNo41YesNoFiber opticNoYesNoYesYesNoOne yearYesElectronic check89.553729.75No
6261-LHRTGFemale0NoNo26YesNoDSLNoYesYesNoNoNoMonth-to-monthYesCredit card (automatic)54.751406.9No
7841-FCRQDFemale0YesNo33YesNoDSLNoYesNoYesNoNoOne yearYesCredit card (automatic)53.751857.3No
2056-EVGZLMale0YesYes68YesNoFiber opticNoYesYesYesYesYesOne yearNoCredit card (automatic)105.757322.5No
8777-MBMTSFemale1YesNo65YesNoFiber opticNoYesYesYesYesYesTwo yearYesCredit card (automatic)105.856725.5No
7753-USQYQMale0NoNo55YesNoDSLNoYesNoYesNoYesOne yearYesElectronic check64.23627.3No
5366-IJEQJMale0NoNo20YesYesFiber opticNoNoYesNoYesNoMonth-to-monthYesElectronic check88.71761.45Yes
7661-CPURMMale0NoNo19YesNoFiber opticNoNoNoYesNoYesOne yearYesCredit card (automatic)87.71725.95No
6233-HXJMXFemale0NoNo45YesYesFiber opticNoNoYesNoNoYesMonth-to-monthYesCredit card (automatic)89.34192.15No
5902-WBLSEFemale0YesYes70YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)20.151411.2No
1981-INRFUFemale0NoNo2YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check79.75164.5Yes
4971-PUYQOFemale0NoNo27YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesMailed check94.552724.6Yes
3239-TPHPZFemale0YesNo12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesElectronic check20.05264.55No
5115-GZDELMale0NoYes72NoNo phone serviceDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)67.24671.7No
3338-CVVEHMale0NoNo12YesYesFiber opticNoNoNoNoYesYesMonth-to-monthNoElectronic check94.551173.55No
8485-GJCDNFemale1NoNo5YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check69.05318.5Yes
2615-YVMYXMale1YesNo71YesYesFiber opticYesYesYesNoYesYesMonth-to-monthYesElectronic check107.57713.55No
2851-STERVMale1NoNo35YesNoDSLNoNoYesYesYesYesOne yearYesElectronic check732471.25No
4393-GEADVMale0YesYes70YesYesFiber opticYesYesYesYesYesYesTwo yearNoCredit card (automatic)114.757842.3No
8486-AYEQHFemale0NoNo31YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check76.052227.8No
1527-SXDPNMale0YesYes52YesYesFiber opticNoNoYesYesNoYesTwo yearYesBank transfer (automatic)96.254990.25Yes
6029-WTIPCMale1NoNo37YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check101.13744.05Yes
8634-CILSZMale0NoNo69YesYesFiber opticNoYesNoYesYesYesOne yearYesBank transfer (automatic)104.77220.35Yes
5419-JKZNQMale1YesNo30YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoMailed check77.92351.45No
2495-KZNFBFemale0NoNo33YesYesFiber opticYesNoNoNoNoYesMonth-to-monthYesElectronic check90.652989.6No
1409-PHXTFMale1YesNo54YesYesFiber opticNoYesYesYesYesYesTwo yearYesElectronic check110.456077.75No
4560-WQAQWFemale0NoNo59YesYesDSLYesNoNoYesNoYesOne yearNoBank transfer (automatic)68.74070.95No
9591-YVTEBMale1NoNo55NoNo phone serviceDSLYesYesNoNoYesNoMonth-to-monthYesElectronic check44.852479.05No
9309-BZGNTMale1YesNo69NoNo phone serviceDSLNoNoYesNoNoNoOne yearYesCredit card (automatic)29.82134.3No
4274-DRSQTFemale0NoNo66YesYesFiber opticNoYesNoNoYesNoOne yearYesBank transfer (automatic)88.96000.1No
2027-DNKIVMale0YesYes37YesNoDSLYesNoYesYesNoNoOne yearYesMailed check58.752203.1No
8075-GXIUBMale1YesNo9YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19.85183.15No
2885-HIJDHMale0YesYes69YesYesDSLYesNoYesYesYesYesTwo yearNoBank transfer (automatic)86.96194.1No
5424-RLQLCMale0NoNo10YesNoDSLNoYesNoNoYesNoMonth-to-monthYesMailed check59.65638.95No
6682-QJDGBMale0NoYes40YesNoDSLYesYesNoNoNoNoMonth-to-monthYesMailed check55.252139.2Yes
6507-DTJZVMale0NoYes13YesNoDSLNoNoNoNoYesYesMonth-to-monthNoCredit card (automatic)66.4831.75No
8780-IXSTSFemale0NoNo6YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check90.1521.3Yes
7673-BQGKUFemale0YesYes69YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.151337.5No
6723-WSNTYFemale1YesNo66YesYesFiber opticNoYesYesYesYesYesOne yearYesCredit card (automatic)108.17181.95No
9530-EHPOHMale0NoNo11YesYesDSLNoNoYesNoNoNoMonth-to-monthNoElectronic check53.75608Yes
2725-IWWBAMale0YesYes46YesNoDSLYesNoYesYesNoNoOne yearNoMailed check56.92560.1No
0345-HKJVMFemale0NoNo6YesNoFiber opticNoNoNoNoYesYesMonth-to-monthNoElectronic check89.3577.6Yes
1061-PNTHCFemale0YesYes56YesYesFiber opticYesNoYesYesYesYesMonth-to-monthYesMailed check109.65953No
0394-YONDKMale0YesYes70YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.151790.15No
6574-MCOEHFemale0YesYes33YesYesDSLNoNoYesYesYesYesOne yearYesElectronic check79.152531.4No
7399-QHBJSFemale0YesYes72YesYesDSLYesYesNoYesNoNoTwo yearNoCredit card (automatic)66.754760.3No
3049-SOLAYFemale0YesNo3YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check95.2292.85Yes
0997-YTLNYFemale0NoYes19YesNoDSLNoNoNoYesNoNoMonth-to-monthNoMailed check48.8953.65No
3317-HRTNNFemale1NoNo5NoNo phone serviceDSLNoNoNoNoYesYesMonth-to-monthNoElectronic check45.7198Yes
9479-HYNYLFemale0YesNo71YesNoDSLNoYesYesYesYesYesTwo yearYesCredit card (automatic)80.75705.05No
3235-ETOOBMale0YesNo8YesNoFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check74.5609.9Yes
9708-KFDBYMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)20.5520.55No
8058-INTPHFemale0NoNo1YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check79.6579.65Yes
3642-GKTCTFemale0NoNo61YesYesFiber opticYesYesYesYesYesYesOne yearYesMailed check115.16993.65No
0774-RMNUWFemale0YesYes71NoNo phone serviceDSLYesYesNoYesYesYesTwo yearNoBank transfer (automatic)59.74122.65No
1334-PDUKMFemale0YesNo68YesYesFiber opticNoYesYesNoNoNoOne yearNoCredit card (automatic)86.455762.95No
0756-MPZRLMale0NoNo46NoNo phone serviceDSLNoNoYesYesNoNoOne yearNoCredit card (automatic)33.71537.85No
2242-MFOTGMale0NoNo33YesYesFiber opticYesNoNoNoNoNoOne yearNoBank transfer (automatic)80.12603.3No
2927-CVULTFemale0YesYes53YesYesFiber opticYesYesYesYesNoYesTwo yearYesBank transfer (automatic)104.055566.4No
2144-BFDSOFemale1YesNo50YesYesFiber opticYesYesYesNoYesYesMonth-to-monthNoBank transfer (automatic)108.755431.9No
8745-PVESGFemale0NoNo57NoNo phone serviceDSLYesNoYesYesNoNoOne yearYesCredit card (automatic)41.12258.25No
7647-GYYKXFemale0YesYes54YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)20.351092.35No
5647-FXOTPFemale1YesNo60YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check105.96401.25No
5569-OUICFFemale1YesNo28YesYesFiber opticNoNoNoYesYesYesMonth-to-monthYesCredit card (automatic)101.32812.2Yes
8821-XNHVZFemale0YesYes1YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesMailed check80.0580.05Yes
2082-OJVTKMale0YesYes29YesYesFiber opticNoNoYesNoNoYesMonth-to-monthYesElectronic check89.22698.35Yes
9700-ISPUPFemale0YesYes10YesNoDSLNoYesNoYesNoYesMonth-to-monthYesElectronic check65.5616.9No
9839-ETQOEMale0NoYes43NoNo phone serviceDSLYesYesYesNoNoNoMonth-to-monthYesElectronic check40.451912.85No
6078-VESFRMale1YesNo13YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)70.45849.1No
9027-TMATRFemale0YesNo43YesNoDSLYesNoYesYesYesYesTwo yearYesElectronic check78.83460.3No
5940-NFXKVMale0YesYes19YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check83.651465.75Yes
1941-HOSAMMale0YesYes1YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check90.190.1No
9110-HSGTVFemale0NoNo69YesNoDSLYesNoYesYesYesYesTwo yearYesCredit card (automatic)82.455555.3No
0704-VCUMBFemale0YesNo61YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.251278.8No
6171-ZTVYBMale0YesNo43YesYesDSLYesYesNoYesNoNoMonth-to-monthNoBank transfer (automatic)66.252907.35No
8053-WWDROFemale0YesNo6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)19.5146.3Yes
9564-KCLHRMale0NoNo1YesNoDSLNoNoNoYesNoNoMonth-to-monthNoMailed check51.2551.25Yes
1935-IMVBBMale0YesNo56YesNoFiber opticNoNoNoNoYesYesMonth-to-monthNoMailed check89.74952.95No
2535-PBCGCFemale0YesNo70NoNo phone serviceDSLYesYesYesYesYesYesTwo yearNoBank transfer (automatic)64.554504.9No
2082-CEFLTMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check45.645.6Yes
1470-PSXNMMale0YesYes49YesYesFiber opticNoYesYesNoYesNoOne yearYesElectronic check93.654520.15No
1213-NGCUNFemale0NoNo6YesNoDSLNoNoNoYesNoNoMonth-to-monthYesBank transfer (automatic)49.65267.35Yes
2498-XLDZRFemale0YesYes32YesNoDSLYesYesYesYesNoYesTwo yearNoMailed check73.62316.85No
9866-OCCKEFemale1YesNo72YesYesFiber opticYesNoYesYesYesYesTwo yearYesMailed check109.758075.35No
5338-YHWYTMale0NoYes37YesNoDSLYesYesNoYesNoNoTwo yearNoCredit card (automatic)61.452302.35No
7718-UPSKJFemale0YesNo69YesNoFiber opticYesYesNoYesYesYesOne yearYesCredit card (automatic)106.47251.9No
8731-WBBMBFemale0YesNo26YesNoDSLNoYesYesYesYesYesMonth-to-monthNoBank transfer (automatic)81.92078.55No
1448-CYWKCFemale0YesYes58YesYesFiber opticNoYesYesNoYesYesOne yearYesCredit card (automatic)105.26225.4No
7901-IIDQVMale0NoNo24YesYesDSLNoNoNoYesNoNoOne yearNoBank transfer (automatic)54.61242.25No
2690-DVRVKMale0YesYes5YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoElectronic check20.5599.45No
5688-KZTSNMale0YesYes15YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check20288.05Yes
1270-XKUCCFemale0YesYes30YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.7599.25No
0334-ZFJSRFemale0YesNo55YesYesDSLYesYesNoYesNoNoOne yearYesCredit card (automatic)66.053462.1No
2894-QOJRXFemale0YesNo25NoNo phone serviceDSLNoNoNoNoYesNoMonth-to-monthYesBank transfer (automatic)34853Yes
5747-PMBSQMale1YesNo10YesNoFiber opticNoYesYesYesYesNoMonth-to-monthYesMailed check92.5934.1Yes
5583-EJXRDMale0YesYes44NoNo phone serviceDSLYesYesYesYesNoYesTwo yearYesCredit card (automatic)54.052375.2No
4565-EVZMJFemale0NoNo47YesNoDSLYesYesNoYesNoNoOne yearYesMailed check58.92813.05No
3143-JQEGIFemale0YesYes13YesNoFiber opticNoNoNoNoYesYesMonth-to-monthNoElectronic check88.351222.8Yes
6386-SZZKHFemale0YesYes49YesYesFiber opticNoYesYesYesYesYesTwo yearYesBank transfer (automatic)107.955293.2Yes
3327-YBAKMFemale0YesNo64YesNoFiber opticYesNoNoYesYesYesOne yearYesMailed check96.96314.35No
9441-QHEVCMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.119.1No
6705-LNMDDMale0NoNo20YesNoDSLNoNoNoYesNoNoMonth-to-monthNoMailed check501003.05No
2580-ASVVYFemale0YesNo37NoNo phone serviceDSLYesNoNoYesYesNoTwo yearNoElectronic check45.41593.1No
3370-GQEALMale0YesYes30YesYesFiber opticNoNoNoNoYesNoMonth-to-monthNoElectronic check85.452509.95No
5032-USPKFFemale0NoNo38YesYesDSLYesYesYesNoYesYesOne yearNoBank transfer (automatic)84.13187.65No
2982-IHMFTFemale1NoNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check74.4574.45Yes
3521-SYVORFemale0NoNo37YesNoDSLNoNoNoNoYesYesMonth-to-monthYesElectronic check64.752345.2Yes
4254-QPEDEFemale0YesNo52NoNo phone serviceDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)66.253330.1No
6283-GITPXMale0NoYes71YesNoDSLYesYesYesYesYesNoTwo yearYesCredit card (automatic)76.95522.7No
9526-JAWYFMale0NoNo26YesNoFiber opticNoYesYesNoYesNoMonth-to-monthNoElectronic check89.82335.3Yes
0771-CHWSKMale0NoNo66YesYesDSLYesYesYesNoNoYesTwo yearYesCredit card (automatic)74.64798.4No
9788-HNGUTMale0YesNo72YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)116.958594.4No
9495-REDIYMale0NoYes25NoNo phone serviceDSLYesNoNoNoYesNoOne yearYesCredit card (automatic)40.65970.55No
5375-XLDOFMale0YesYes69YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)114.357665.8No
1172-VIYBPMale0YesYes53YesYesDSLYesYesNoNoNoYesTwo yearNoBank transfer (automatic)69.73686.05No
5649-VUKMCFemale0NoNo12YesNoFiber opticNoNoYesNoYesYesOne yearNoMailed check95.51115.15Yes
6559-PDZLRMale0NoNo26YesNoFiber opticNoNoYesYesYesYesMonth-to-monthYesElectronic check98.652537No
8992-OBVDGMale0NoNo21YesNoDSLNoNoYesNoNoYesMonth-to-monthNoMailed check61.651393.6No
4273-MBHYAFemale0NoYes1YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check89.3589.35No
4724-WXVWFMale0NoNo48YesYesFiber opticYesNoNoYesNoYesMonth-to-monthYesElectronic check95.44445.3No
5701-GUXDCFemale0YesNo26NoNo phone serviceDSLYesNoYesNoNoNoOne yearNoCredit card (automatic)35.4978.6No
1460-UZPRJMale0YesNo60YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.951258.15No
6082-GLJIXMale0NoNo18YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.25331.35No
5143-EGQFKFemale1NoNo10NoNo phone serviceDSLNoNoNoYesNoNoMonth-to-monthYesElectronic check29.65291.4Yes
4919-IKATYMale0YesYes5YesYesFiber opticYesNoYesNoNoNoMonth-to-monthYesElectronic check84.5453.75Yes
2495-TTHBQFemale0NoYes4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check20.484.75No
0485-ZBSLNMale0YesYes65YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)24.751715.1No
3810-PJUHRMale0YesYes70YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.351715.15No
9050-QLROHMale0NoNo18YesYesFiber opticNoNoYesNoNoYesMonth-to-monthYesCredit card (automatic)90.71597.25Yes
0847-HGRMLMale0NoYes62YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)201250.1No
8232-CTLKOFemale0YesYes66YesNoDSLYesNoNoNoYesNoTwo yearYesElectronic check59.753996.8No
9227-YBAXEFemale0YesYes65YesYesDSLYesYesNoYesYesYesTwo yearYesBank transfer (automatic)82.55215.1No
6168-WFVVFFemale1NoNo3YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.3235.5Yes
9860-LISIZFemale0NoNo34YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.35673.2No
0112-QAWRZMale0YesYes16YesYesFiber opticNoNoYesNoYesNoMonth-to-monthYesBank transfer (automatic)90.81442.2No
0877-SDMBNFemale0NoNo54YesYesFiber opticYesNoYesNoYesYesOne yearYesBank transfer (automatic)103.955639.05Yes
2786-GCDPIFemale1NoNo50YesYesFiber opticNoNoYesYesYesYesMonth-to-monthYesElectronic check104.955222.35No
4043-MKDTVMale0YesNo71YesNoFiber opticNoYesYesYesYesYesTwo yearYesElectronic check105.257291.75No
8065-YKXKDFemale0NoNo10YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.75799.65Yes
9637-EIHEQFemale0NoNo1YesNoDSLNoNoNoYesNoNoMonth-to-monthYesElectronic check50.850.8Yes
9229-RQABDMale0NoNo18YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check23.75424.5No
8313-KTIHGMale0NoNo4YesNoDSLNoNoNoYesYesNoMonth-to-monthYesElectronic check61.3249.4No
5320-BRKGKFemale0YesYes58YesYesDSLYesNoYesYesYesNoTwo yearNoMailed check75.84415.75No
6284-KMNUFFemale0YesNo56YesYesFiber opticYesNoNoNoYesYesOne yearYesElectronic check985270.6No
9689-PTNPGMale0NoNo2YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check80.25144.55Yes
9465-RWMXLMale0YesNo32YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesElectronic check78.92447.95Yes
6229-UOLQLMale0YesYes56NoNo phone serviceDSLYesYesNoYesYesNoOne yearYesMailed check522884.9No
2362-IBOOYMale0NoNo36YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check84.753050.15Yes
3137-LUPIXFemale0NoNo4YesYesDSLNoNoNoYesYesNoMonth-to-monthYesMailed check64.4253No
0843-WTBXEMale0NoNo53YesYesFiber opticNoNoNoNoYesNoMonth-to-monthNoBank transfer (automatic)85.454517.25Yes
6143-JQKEAMale0NoNo10YesNoDSLNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)45.8436.2No
8676-OOQEJMale0NoNo4NoNo phone serviceDSLNoNoNoYesNoNoMonth-to-monthNoElectronic check30.5118.4No
5515-IDEJJMale0YesYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.919.9Yes
9701-CDXHRFemale0YesNo51YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoMailed check69.153649.6No
7450-NWRTRMale1NoNo12YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check99.451200.15Yes
8124-NZVGJFemale0NoNo6NoNo phone serviceDSLNoNoNoYesYesYesOne yearYesMailed check49.25255.6No
2162-FRZAAMale0YesYes63NoNo phone serviceDSLNoYesYesYesNoNoTwo yearNoBank transfer (automatic)39.352395.05No
5376-DEQCPFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.670.6Yes
5118-MUEYHFemale0YesNo48YesYesFiber opticNoYesNoYesYesYesMonth-to-monthYesCredit card (automatic)105.15083.55No
9095-HFAFXFemale0NoNo5YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesCredit card (automatic)81389.6Yes
5627-TVBPPFemale0NoYes35YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesCredit card (automatic)20.1644.5No
2379-ENZGVMale0NoNo6YesNoFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check84.85523.5Yes
3936-QQFLLMale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.7539.3No
2589-AYCRPFemale0NoNo50YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)19.75989.05No
4067-HLYQIFemale0NoNo33YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)70.42406.1No
5124-EOGYEMale0NoNo31YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.45638.55No
5057-RKGLHFemale0YesYes9YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.35191.1No
0292-WEGCHFemale0YesYes54YesYesDSLNoYesYesYesYesYesMonth-to-monthYesElectronic check86.24524.05No
8910-ICHIUFemale0NoNo46YesNoFiber opticYesYesYesNoYesNoOne yearYesCredit card (automatic)95.654664.2No
4097-YODCFMale0NoYes34YesYesFiber opticYesYesNoNoYesYesOne yearYesElectronic check103.83470.8No
9715-WZCLWMale0YesYes71YesYesFiber opticYesNoNoNoYesYesTwo yearYesElectronic check97.26910.3No
9786-YWNHUFemale0YesYes63YesNoDSLYesYesYesYesNoNoTwo yearNoMailed check63.554014.2No
6407-GSJNLFemale0NoNo51YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)24.951288No
6005-OBZPHFemale1NoNo26YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check89.152277.65Yes
4049-ZPALDFemale0YesNo64YesNoFiber opticYesNoYesNoYesYesTwo yearYesBank transfer (automatic)996375.8No
7932-WPTDSFemale1YesNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check24.824.8Yes
3733-UOCWFMale1YesNo61YesYesFiber opticNoYesNoYesNoNoOne yearYesBank transfer (automatic)85.555251.75No
6833-JMZYPFemale0NoNo15YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesCredit card (automatic)941505.45No
2722-VOJQLMale0NoNo64YesYesFiber opticNoYesNoYesYesYesOne yearYesCredit card (automatic)105.656903.1Yes
1310-QRITUFemale0NoNo18YesYesDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check50.3913.3No
8961-QDZZJFemale0YesYes57YesNoFiber opticNoYesNoNoYesYesOne yearYesElectronic check955535.8No
9715-SBVSUMale0YesYes14YesNoDSLYesYesNoNoNoYesTwo yearYesBank transfer (automatic)61.4815.55No
8490-BXHEOMale1NoNo18YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesCredit card (automatic)80.551411.65No
7173-TETGOFemale1YesNo72YesYesFiber opticYesNoNoNoNoNoTwo yearNoBank transfer (automatic)78.55602.25No
7929-SKFGKMale0YesNo70YesYesFiber opticYesYesYesYesYesYesTwo yearNoCredit card (automatic)114.38244.3No
2300-RQGOIFemale0NoNo38YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.05741.5No
3563-SVYLGMale0YesYes68YesNoDSLYesYesYesYesNoNoTwo yearNoCredit card (automatic)62.654375.8No
5228-EXCETMale0NoNo13YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check80.851008.7Yes
6435-VWCCYMale1YesNo65YesYesFiber opticYesYesNoNoYesNoTwo yearYesCredit card (automatic)92.75968.4No
4998-IKFSEFemale0NoNo30YesYesFiber opticNoNoYesNoYesYesMonth-to-monthNoElectronic check100.453096.9No
8630-QSGXKMale0YesNo51YesYesDSLNoNoNoYesYesYesTwo yearYesBank transfer (automatic)75.23901.25No
2455-USLMVFemale0NoNo31YesYesFiber opticYesNoYesNoNoNoMonth-to-monthYesCredit card (automatic)84.752613.4No
7394-FKDNKFemale0YesNo9YesNoFiber opticNoNoNoNoYesYesMonth-to-monthNoElectronic check89.45853.1Yes
9488-FVZCCFemale0YesYes72YesYesDSLYesYesYesYesNoYesTwo yearYesBank transfer (automatic)79.55661.7No
6331-LWDTQMale0NoNo10YesYesDSLNoNoNoNoYesYesMonth-to-monthYesCredit card (automatic)72.15794.25Yes
5995-WWKKGFemale0NoNo37YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesElectronic check19.8695.05No
1597-FZREHFemale0NoNo2YesNoDSLNoNoYesYesYesYesMonth-to-monthNoElectronic check76.4160.8Yes
7879-CGSFVMale0NoNo55YesNoFiber opticYesYesNoNoYesYesOne yearYesMailed check100.95552.05No
9921-EZKBYMale0NoYes33YesYesFiber opticYesNoYesNoNoYesMonth-to-monthYesBank transfer (automatic)95.33275.15No
7432-FFVARFemale0YesYes46YesNoFiber opticNoNoYesYesNoYesOne yearNoBank transfer (automatic)90.954236.6No
7246-ZGQDFFemale0NoYes1YesNoDSLYesNoNoYesNoNoMonth-to-monthNoElectronic check54.554.5No
7000-WCEVQFemale1NoNo20YesYesDSLNoNoNoNoNoYesMonth-to-monthYesMailed check61.61174.35Yes
0727-IWKVKMale0YesNo9YesNoFiber opticNoYesYesNoNoNoMonth-to-monthYesElectronic check79.9741.7Yes
5959-BELXAMale1NoNo32YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesCredit card (automatic)96.153019.25Yes
4456-RHSNBFemale0YesYes19YesNoDSLNoNoYesNoNoNoMonth-to-monthYesBank transfer (automatic)49.6962.9No
3512-IZIKNFemale0YesNo70YesYesDSLYesNoYesYesNoNoTwo yearNoCredit card (automatic)65.34759.75Yes
2481-SBOYWFemale0NoYes61YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)251498.35No
7109-MFBYVMale0NoNo26YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check45.451233.15No
1833-TCXKKMale0YesNo45YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesBank transfer (automatic)107.754882.8No
1832-PEUTSMale0YesYes62YesYesFiber opticNoNoYesNoYesNoTwo yearYesCredit card (automatic)89.15411.65No
6141-OOXUQMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.6519.65Yes
8660-BUETVFemale0NoNo3YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check44.75148.05No
0580-PIQHMFemale0YesYes41YesYesFiber opticYesYesYesNoNoYesOne yearYesBank transfer (automatic)101.63930.55No
5696-CEIQJMale0YesYes67YesNoFiber opticNoYesYesYesYesYesTwo yearNoBank transfer (automatic)103.156895.5No
7503-ZGUZJMale0NoNo1YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesMailed check84.6584.65Yes
1696-HXOWKFemale0YesNo71YesYesFiber opticYesYesNoNoYesNoOne yearNoMailed check95.656856.95No
3026-ATZYVFemale0YesYes37YesNoDSLYesYesNoNoYesYesOne yearNoBank transfer (automatic)75.12658.8No
4012-YCFAIMale0YesNo60YesNoDSLYesYesNoYesNoNoTwo yearYesMailed check61.353766.2No
2506-TNFCOFemale1YesNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.5569.55Yes
9970-QBCDAFemale0NoNo6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)19.7129.55No
8718-PTMEZFemale0NoNo13NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthYesElectronic check31.05347.25Yes
9496-IVVRPFemale0YesYes11YesNoDSLYesNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)51581.7No
2207-OBZNXMale0NoNo7YesNoDSLYesNoNoNoNoNoMonth-to-monthYesMailed check51354.05Yes
2657-VPXTAFemale0YesYes10YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check88.85929.45No
6551-VLJMVMale0YesNo34YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.05679No
1221-GHZEPFemale0NoNo62YesNoDSLYesNoNoYesNoYesTwo yearYesMailed check65.13846.75No
9289-LBQVUMale0YesNo64YesYesDSLNoYesNoYesNoYesOne yearYesMailed check70.154480.7No
6142-VSJQOFemale0YesYes1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)44.3544.35Yes
3458-IDMFKMale0NoNo25YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check20.75499.4No
6933-FHBZCFemale0NoNo26YesNoDSLNoYesYesNoNoNoOne yearYesMailed check56.051553.2No
0221-NAUXKMale0NoYes10YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)19.95219.5No
9770-KXGQUFemale0NoNo53YesYesFiber opticYesYesYesNoYesNoOne yearNoMailed check98.65311.85No
6437-UKHMVFemale0NoNo7YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check79.7586.05Yes
6538-POCHLMale0NoNo33YesNoFiber opticNoYesYesNoNoNoMonth-to-monthYesCredit card (automatic)792576.8No
6726-NNFWDFemale1YesNo71YesNoFiber opticNoYesYesNoNoYesTwo yearNoCredit card (automatic)89.456435.25No
3002-WQZWTFemale0NoNo29YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.21993.25No
4277-UDIEFMale0YesYes24YesYesDSLYesNoNoYesYesYesMonth-to-monthNoBank transfer (automatic)811923.85No
1208-NBVFHMale0YesYes20YesNoDSLNoNoYesNoNoNoMonth-to-monthYesElectronic check49.6939.8No
4912-PIGUYFemale0NoNo1YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check84.684.6No
1114-CENIMMale0NoYes54YesYesDSLNoYesNoNoNoNoMonth-to-monthYesCredit card (automatic)553092.65Yes
6060-DRTNLFemale1NoNo5YesNoFiber opticNoNoYesNoYesNoMonth-to-monthYesMailed check84.85415.55Yes
2725-TTRIQFemale0YesYes72YesYesDSLYesNoYesYesYesYesTwo yearYesBank transfer (automatic)84.25986.55No
3374-TTZTKMale0YesNo52YesNoFiber opticYesYesYesYesYesYesTwo yearYesElectronic check106.35487No
8990-ZXLSUFemale0NoNo9YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check69.05651.5No
2275-RBYQSFemale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check45.445.4No
8473-VUVJNMale1NoNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check73.6573.65Yes
6289-CPNLDMale0YesYes33YesNoDSLNoNoYesYesYesYesOne yearYesMailed check73.92405.05Yes
5536-SLHPMFemale0YesNo55YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesElectronic check77.754458.15Yes
4419-UJMUSMale0YesYes69YesYesFiber opticNoNoNoYesYesYesTwo yearYesElectronic check99.356856.45No
7794-JASDGMale0NoNo1YesNoDSLYesNoNoNoNoNoMonth-to-monthYesMailed check50.7550.75No
7609-YBPXGMale0NoNo54YesYesDSLYesNoYesYesYesYesTwo yearNoBank transfer (automatic)87.14735.2No
5519-TEEUHMale0NoYes33YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check20.15682.15No
7856-GANILMale1YesNo45YesYesFiber opticNoYesYesYesYesNoOne yearYesBank transfer (automatic)98.74525.8No
0804-XBFBVFemale0NoYes11NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check25.2321.05No
2676-OXPPQMale0NoNo6YesNoDSLYesYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)55.7335.65No
3703-TTEPDMale0NoNo21YesNoDSLYesNoYesNoYesNoMonth-to-monthNoBank transfer (automatic)65.351424.4No
2799-TSLAGFemale0YesYes65YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)25.31748.55No
0196-VULGZFemale1YesNo6YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check84.35474.9Yes
8837-VVWLQFemale0NoNo8YesNoFiber opticYesNoNoNoYesNoMonth-to-monthNoElectronic check84.95668.4Yes
2696-NARTRMale0NoNo11YesNoFiber opticNoNoNoYesNoNoMonth-to-monthYesElectronic check73.85926.25Yes
2208-NKVVHMale0YesYes43YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check24.251077.95No
7614-QVWQLMale0YesYes49NoNo phone serviceDSLNoYesNoNoYesYesOne yearYesBank transfer (automatic)51.82541.25Yes
1976-CFOCSFemale1YesNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check4646Yes
4631-OACRMMale1NoNo15YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check79.41156.1Yes
7139-JZFVGMale0YesYes60YesNoDSLYesYesYesNoNoNoTwo yearNoBank transfer (automatic)60.53694.45No
4987-GQWPOMale0NoNo17NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoCredit card (automatic)25.1382.8No
3755-JBMNHMale1YesNo16YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)71.81167.8Yes
1757-TCATGMale0YesYes35YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)20.05746.75No
6345-ULYRWMale1YesNo44YesYesFiber opticNoYesNoNoNoYesOne yearNoMailed check88.43912.9Yes
4776-XSKYQFemale0YesYes12NoNo phone serviceDSLNoNoNoYesNoNoOne yearNoCredit card (automatic)30.25368.85No
8048-DSDFQMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.220.2No
5753-QQWPWFemale0NoNo28YesNoDSLYesYesNoYesNoNoOne yearYesElectronic check59.91654.7No
6010-DDPPWMale0YesNo70YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)25.151940.85No
1809-DMJHQFemale0NoYes5YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check46221.7Yes
6693-FRIRWMale0NoNo18YesNoFiber opticNoYesYesNoYesYesMonth-to-monthNoCredit card (automatic)101.31794.65No
6586-MYGKDMale0YesNo70YesYesDSLYesNoNoYesYesYesTwo yearYesCredit card (automatic)76.955289.8No
3173-NVMPXFemale0YesYes9YesYesDSLNoYesNoNoNoNoMonth-to-monthYesMailed check55.3501.2No
0248-PGHBZFemale1NoNo67YesNoFiber opticYesYesNoYesYesNoTwo yearYesBank transfer (automatic)92.456140.85No
0623-GDISBFemale0NoNo1YesNoDSLYesNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)48.4548.45No
2892-GESULFemale0YesYes18YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.35309.25No
6923-EFPNLMale0NoNo4YesYesDSLNoNoNoNoNoNoMonth-to-monthNoCredit card (automatic)51.75201.1Yes
7472-EQOAVMale1YesYes71YesNoFiber opticYesYesYesNoNoNoOne yearYesBank transfer (automatic)86.76179.35No
9574-RKJIFMale0YesYes30YesYesFiber opticYesYesNoNoYesNoMonth-to-monthYesElectronic check94.42838.7Yes
2043-WVTQJMale0YesNo1YesNoDSLYesNoYesNoNoNoMonth-to-monthNoMailed check55.755.7No
8034-RYTVVFemale0NoNo55YesYesFiber opticYesNoYesNoNoNoOne yearYesCredit card (automatic)84.254589.85No
3863-QSTYIMale0NoNo59YesNoDSLNoNoYesYesYesNoMonth-to-monthYesElectronic check64.653735.45No
2619-WFQWUFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check70.1570.15Yes
5044-LRQAQFemale0YesNo7YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)69.2477.55No
1716-LSAMBMale0YesYes45YesNoDSLYesNoNoYesNoNoTwo yearNoBank transfer (automatic)54.652553.7No
1333-PBMXBFemale0YesYes54YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)24.751342.15No
6546-OPBBHMale0YesYes51YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check23.951216.35No
5985-BEHZKFemale1YesNo72YesYesFiber opticNoYesYesNoYesYesOne yearNoCredit card (automatic)1057578.05No
9127-QRZMHMale0YesNo44YesNoDSLYesYesNoYesNoNoOne yearYesBank transfer (automatic)59.852603.95No
5919-VCZYMMale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.0542.7No
9644-KVCNCFemale0NoNo66YesYesFiber opticNoNoYesNoYesNoOne yearYesBank transfer (automatic)92.156056.9No
2137-DQMEVMale0YesYes68NoNo phone serviceDSLYesYesNoNoYesNoOne yearNoMailed check44.82983.65No
8174-LNWMWFemale0NoNo31YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.9689.35No
9279-CJEOJFemale1NoNo21YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesBank transfer (automatic)95.42025.1No
7964-VEXDGMale0NoYes21YesYesFiber opticYesNoNoNoNoNoMonth-to-monthNoElectronic check80.351747.2No
2404-JIBFCFemale0YesYes55YesYesDSLYesNoYesYesYesYesTwo yearYesBank transfer (automatic)85.14657.95No
0778-NELLAMale0NoNo9NoNo phone serviceDSLNoNoNoNoYesNoMonth-to-monthYesCredit card (automatic)34.7296.1Yes
8029-XYPWTMale1YesNo71YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)115.058016.6No
4614-NUVZDFemale0NoNo1YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check81.181.1Yes
4632-PAOYUMale0YesYes22YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.95433.5No
3803-KMQFWFemale0YesYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.5520.55Yes
6804-GDMOIFemale0NoNo61YesYesFiber opticNoNoYesYesYesYesTwo yearYesElectronic check106.66428.4Yes
2990-OGYTDFemale0YesNo67YesYesDSLNoYesYesYesYesYesTwo yearNoBank transfer (automatic)86.155883.85No
6646-JPPHAFemale1NoNo14YesNoFiber opticYesYesNoNoNoNoMonth-to-monthNoElectronic check78.851043.8No
9572-MTILTMale0YesNo59YesYesFiber opticYesYesYesYesYesNoMonth-to-monthYesElectronic check106.756252.9Yes
7658-UYUQSMale1YesNo21YesNoFiber opticNoNoYesNoYesNoMonth-to-monthNoBank transfer (automatic)86.551857.25No
7880-XSOJXMale0NoNo4NoNo phone serviceDSLYesYesNoYesNoNoMonth-to-monthNoMailed check42.4146.4No
9611-CTWIHFemale0NoNo3YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check89.45240.45Yes
4589-IUAJBMale0YesNo70YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)24.251724.15No
0329-GTIAJFemale0NoNo3YesNoFiber opticNoYesNoYesYesYesMonth-to-monthYesElectronic check97.9315.3Yes
8746-BFOAJMale1NoNo21YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)20.5429.55No
8457-XIGKNMale0NoNo20YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)19.6356.15No
6072-NUQCBMale0YesYes22YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)20.25488.25No
6629-CZTTHMale0NoNo1YesNoDSLNoNoNoNoNoYesMonth-to-monthYesMailed check55.755.7Yes
8838-GPHZPFemale0NoNo63YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check20.61298.7No
8750-QWZAJFemale0YesYes70YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.81378.75No
5364-EVNIBMale0NoNo13YesNoFiber opticNoYesYesNoNoNoMonth-to-monthYesElectronic check79.8973.45Yes
6918-UMQCGFemale0NoNo5YesNoFiber opticNoNoNoNoYesNoMonth-to-monthNoElectronic check80.2384.25No
0675-NCDYUFemale0YesYes72YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)116.48543.25No
6339-DKLMKFemale0NoNo13NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthYesElectronic check31.65389.95No
1346-PJWTKMale0YesNo61YesNoFiber opticNoYesYesYesNoYesMonth-to-monthNoCredit card (automatic)94.155731.85No
5088-QZLRLMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check20.6520.65No
8023-QHAIOFemale1YesNo56YesYesFiber opticNoNoNoYesNoNoMonth-to-monthYesBank transfer (automatic)76.854275.75No
4397-FRLTAFemale0NoNo4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.1584.5No
3057-VJJQEMale0NoNo35YesYesDSLYesNoNoNoNoNoTwo yearNoMailed check55.251924.1No
5087-SUURXFemale0YesNo18NoNo phone serviceDSLNoNoYesNoYesNoMonth-to-monthYesElectronic check39.05669.85Yes
2302-OUZXBMale0YesNo72YesYesDSLNoYesYesNoYesYesTwo yearNoBank transfer (automatic)82.155784.3No
8133-ANHHJFemale1NoNo49YesYesFiber opticYesYesYesYesNoYesOne yearNoBank transfer (automatic)1035166.2No
2270-CHBFNFemale0YesNo44YesYesFiber opticYesYesYesYesNoNoMonth-to-monthYesCredit card (automatic)95.14060.55No
0013-EXCHZFemale1YesNo3YesNoFiber opticNoNoNoYesYesNoMonth-to-monthYesMailed check83.9267.4Yes
5982-FPVQNFemale0YesYes37YesYesFiber opticNoYesYesNoNoYesMonth-to-monthYesElectronic check95.153532.85No
9107-UKCKYMale0YesNo61YesYesDSLNoYesYesNoYesYesOne yearYesElectronic check79.84914.8No
4654-ULTTNMale0YesNo70YesYesDSLYesNoYesYesNoYesTwo yearYesCredit card (automatic)74.85315.8No
5550-VFRLCFemale1NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.8569.85Yes
5546-BYZSMFemale0NoNo41YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check20.45775.6No
1492-KGETHMale0YesYes70YesYesDSLYesYesYesYesNoYesOne yearNoBank transfer (automatic)78.355445.95No
4929-BSTRXFemale0NoNo1YesNoDSLNoNoNoNoYesNoMonth-to-monthYesMailed check53.5553.55Yes
4163-HFTUKMale0NoNo51YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoElectronic check19.11007.8No
8215-NGSPEFemale0YesYes42YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20833.55No
2225-ZRGSGFemale0YesYes70YesYesFiber opticYesYesYesYesNoNoTwo yearNoBank transfer (automatic)93.96579.05Yes
8859-YSTWSMale0NoNo48YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)19.951004.5No
5271-YNWVRMale0YesYes68YesYesFiber opticYesYesYesYesYesYesTwo yearYesElectronic check113.157856Yes
7601-DHFWZFemale0NoNo48YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)241183.05No
2657-ALMWYFemale1YesNo26YesNoFiber opticNoYesNoNoNoYesMonth-to-monthNoElectronic check84.952169.75Yes
6330-JKLPCMale0YesNo11YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)80.5896.9Yes
4667-OHGKGMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.319.3Yes
1998-VHJHKFemale0NoNo27YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.15501.35No
1707-HABPFFemale1NoNo46YesNoFiber opticNoYesYesNoYesNoOne yearYesBank transfer (automatic)91.34126.35No
1660-HSOOQMale0NoNo1YesNoDSLNoNoYesNoNoNoMonth-to-monthYesMailed check49.6549.65Yes
7253-UVNDWFemale0NoNo46YesNoDSLNoNoYesYesNoNoTwo yearNoCredit card (automatic)54.352460.15Yes
0487-VVUVKMale0YesYes25YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.15477.6No
7228-OMTPNMale0NoNo4YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check88.45370.65Yes
5063-IUOKKMale0NoNo13YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.75265.75No
4508-OEBEYMale0YesNo31YesNoDSLYesYesYesYesNoYesOne yearYesCredit card (automatic)75.52424.45No
0027-KWYKWFemale0YesYes23YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check83.751849.95No
2308-STERMFemale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.461.05No
5982-XMDEXFemale0NoNo65YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)26.51698.55No
6284-AHOOQMale1NoNo22YesYesFiber opticNoNoNoYesYesNoMonth-to-monthYesBank transfer (automatic)90.51910.6Yes
6051-PTVNSFemale0YesYes55YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19.15998.1No
2344-JMOGNMale0YesNo9YesNoFiber opticNoYesYesYesYesNoMonth-to-monthYesMailed check94.85890.6Yes
3799-ISUZQMale0YesYes7YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)69.95529.5Yes
2877-VDUERFemale0YesYes35NoNo phone serviceDSLNoNoNoYesYesNoOne yearNoMailed check40.91383.6No
9152-AMKAKMale0NoNo6YesNoDSLYesNoYesYesYesYesTwo yearYesMailed check80.25493.4No
1794-HBQTJFemale0NoNo1YesNoDSLYesNoNoNoNoNoMonth-to-monthYesCredit card (automatic)48.648.6Yes
9432-VOFYXMale0NoNo17YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.81207No
8049-WJCLQMale0YesYes10YesNoDSLNoNoYesNoYesNoMonth-to-monthNoMailed check60.2563.5No
6586-PSJOXMale0NoYes15YesNoDSLNoNoYesYesNoNoOne yearNoCredit card (automatic)55.2864.55No
2460-FPSYHFemale1NoNo40NoNo phone serviceDSLYesYesNoNoYesYesMonth-to-monthYesElectronic check55.82109.35Yes
9705-ZJBCGFemale0YesYes13YesNoDSLYesNoNoYesNoNoOne yearNoBank transfer (automatic)54.15701.05No
4818-DRBQTMale0YesNo29YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)80.152265.25Yes
1320-HTRDRFemale0NoNo3YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check75.5220.6Yes
6847-KJLTSFemale1YesNo58YesYesFiber opticNoNoNoYesYesYesMonth-to-monthYesBank transfer (automatic)100.45749.8No
9670-BPNXFFemale0NoNo45YesNoDSLYesYesNoYesNoNoOne yearYesCredit card (automatic)62.552796.45No
3913-FCUUWFemale0YesYes72YesYesDSLYesYesYesYesNoNoTwo yearYesBank transfer (automatic)70.455165.7No
3301-VKTGCMale0YesYes68YesYesFiber opticYesYesNoNoNoNoOne yearYesBank transfer (automatic)85.55696.6No
1493-AMTIEMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesBank transfer (automatic)20.220.2Yes
9555-SAHUZFemale0YesYes38YesNoDSLYesYesNoNoNoNoMonth-to-monthNoElectronic check54.52076.05No
0816-TSPHQMale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.7544.2No
9932-WBWIKMale0NoNo11YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.35215.25No
4619-EVPHYFemale1YesNo20YesNoFiber opticNoNoNoNoYesYesOne yearYesBank transfer (automatic)911859.5No
5286-YHCVCMale0YesNo72YesYesFiber opticNoYesYesNoYesYesTwo yearYesBank transfer (automatic)104.87470.1No
6424-ELEYHFemale0YesNo3YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)74.75229.5Yes
4391-RESHNMale0NoNo23YesYesFiber opticNoNoYesYesYesYesMonth-to-monthYesMailed check104.052470.1Yes
9115-YQHGAMale0NoNo40YesNoDSLNoNoNoYesNoNoMonth-to-monthYesElectronic check51.12092.9No
4462-CYWMHMale1YesNo62YesYesFiber opticNoYesNoNoNoYesMonth-to-monthYesBank transfer (automatic)89.85629.55No
8963-MQVYNFemale0NoYes22YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check20.55469.85No
2458-EOMREFemale0NoNo11YesNoDSLYesNoYesNoNoYesMonth-to-monthNoBank transfer (automatic)64.05733.95No
9334-GWGOWMale1YesNo7YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.85485.25No
6821-BUXUXFemale0NoNo13YesYesFiber opticYesYesNoNoYesNoMonth-to-monthYesElectronic check96.651244.5Yes
5028-HTLJBMale1NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.0520.05Yes
9801-GDWGVFemale0NoNo39YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check103.453994.45Yes
6542-LWGXJMale0YesNo3NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoMailed check2578.25No
5567-GZKQYMale0NoNo58YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.31131.5No
1222-LRYKOMale0NoYes6YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check26.35184.05No
2320-JRSDEFemale0YesYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check19.919.9Yes
2087-QAREYFemale0YesNo22YesNoDSLNoYesYesNoNoNoMonth-to-monthYesMailed check54.71178.75No
0601-WZHJFMale0YesNo14NoNo phone serviceDSLNoNoNoNoYesYesMonth-to-monthNoElectronic check46.35667.7Yes
4423-JWZJNMale0YesYes64YesYesFiber opticNoNoYesNoNoYesOne yearNoCredit card (automatic)90.255629.15No
5143-WMWOGMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check19.9519.95Yes
6490-FGZATMale0NoNo6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.65109.3No
5393-RXQSZMale0NoNo1YesNoFiber opticNoNoNoNoNoYesMonth-to-monthNoElectronic check79.679.6Yes
7452-FOLONMale0NoYes39YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)25.45958.45No
2320-TZRRHFemale0NoNo20YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.5403.15No
0231-LXVAPMale0NoNo1YesNoFiber opticNoNoNoYesNoNoMonth-to-monthYesElectronic check75.975.9Yes
9444-JTXHZMale0YesNo1YesNoFiber opticNoNoYesNoNoNoMonth-to-monthNoElectronic check76.276.2Yes
4942-VZZOMMale0YesNo64YesYesDSLYesNoNoNoYesNoOne yearYesCredit card (automatic)66.154392.5No
5510-BOIUJMale0NoYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.2519.25Yes
7502-BNYGSFemale0YesNo46YesNoDSLNoYesNoNoYesYesMonth-to-monthYesCredit card (automatic)69.13168No
4291-HYEBCFemale1YesYes28NoNo phone serviceDSLNoYesNoNoNoYesOne yearYesElectronic check39.11096.6No
6147-CBCRAFemale0YesNo33YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.05669.45No
6047-SUHPRMale0YesYes39YesNoDSLYesYesYesNoNoNoOne yearNoElectronic check59.82343.85No
4471-KXAUHFemale0YesNo42YesYesFiber opticNoNoYesYesNoNoMonth-to-monthYesElectronic check84.33588.4Yes
9752-ZNQUTFemale0NoNo1YesNoDSLNoYesNoNoNoNoMonth-to-monthYesElectronic check48.648.6No
7638-QVMVYFemale0NoNo7YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check79522.95Yes
1576-PFZIWMale1YesNo70YesNoFiber opticYesYesYesNoYesYesTwo yearNoCredit card (automatic)105.357511.9No
5666-MBJPTMale0NoNo65YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)25.11725No
7312-XSBATMale0NoNo1YesNoDSLYesNoNoNoNoNoMonth-to-monthNoElectronic check49.7549.75No
3096-GKWEBMale0YesNo18YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check94.751691.9No
2371-JQHZZMale0YesNo24YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check932248.05No
0674-GCDXGMale0NoNo63YesYesDSLYesNoYesYesNoYesTwo yearYesBank transfer (automatic)71.94479.2No
1121-QSIVBFemale0NoYes44YesYesDSLNoYesNoNoYesYesOne yearYesMailed check77.553471.1No
4396-KLSEHMale0NoNo4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check19.8563No
3244-DCJWYFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.2570.25Yes
2824-MYYBNFemale0YesYes37YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check95.253314.15No
0875-CABNRFemale1NoNo10YesNoFiber opticNoNoYesNoNoYesMonth-to-monthYesCredit card (automatic)84.6865.55Yes
6345-HOVESMale0NoNo34NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)25.05852.7No
8318-LCNBWMale0YesNo35NoNo phone serviceDSLYesNoYesNoYesYesOne yearNoCredit card (automatic)53.151930.9No
6469-QJKZWFemale0YesNo4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check20.1591.4No
0147-ESWWRFemale1YesNo39YesYesFiber opticNoNoNoYesYesYesMonth-to-monthYesElectronic check101.253949.15No
1217-VASWCMale1YesNo43YesNoFiber opticNoYesYesNoYesYesOne yearYesBank transfer (automatic)100.554304No
7812-FZHPEFemale0YesYes17YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check24.1409.9Yes
6370-ZVHDVFemale0YesNo61YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)25.31554.9No
5915-DGNVCFemale0YesNo49YesYesDSLYesYesYesNoNoYesOne yearNoElectronic check71.83472.05No
6260-XLACSMale0NoNo4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.7117.8No
3566-CAAYUFemale0YesYes64NoNo phone serviceDSLNoYesYesYesNoYesTwo yearNoElectronic check49.853210.35No
4983-CCWMCMale0NoNo3YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check69.6207.4No
9103-CXVOKMale0YesYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check19.7519.75No
2896-TBNBEMale0YesNo40YesNoFiber opticNoYesYesNoNoNoOne yearNoElectronic check80.83132.75No
4797-AXPXKFemale0NoYes1YesNoDSLYesYesNoYesNoNoMonth-to-monthYesElectronic check6060Yes
5229-PRWKTMale0NoNo8YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check86.55649.65Yes
6982-UQZLYFemale1YesNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.8520.85Yes
2522-WLNSFFemale1YesNo34YesNoDSLNoNoYesYesYesNoOne yearNoBank transfer (automatic)64.22106.3No
3841-CONLJFemale0YesNo1NoNo phone serviceDSLNoNoNoNoNoYesMonth-to-monthNoElectronic check3535No
5057-LCOUIFemale0NoNo39NoNo phone serviceDSLNoNoYesNoYesYesMonth-to-monthYesElectronic check50.752011.4Yes
0193-ESZXPFemale1YesNo58YesNoFiber opticYesYesNoYesYesYesOne yearYesCredit card (automatic)105.56205.5Yes
4475-NVTLUMale0YesYes45YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoElectronic check19.2903.7No
4369-HTUIFMale1NoNo6YesNoFiber opticYesNoNoNoYesNoMonth-to-monthYesBank transfer (automatic)85.15503.6Yes
9386-LDCZRMale0NoNo43YesNoFiber opticYesYesYesYesNoNoOne yearYesCredit card (automatic)90.653882.3No
9585-KKMFDMale0YesYes41YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check20879.8No
5399-ZIMKFMale0NoNo5YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check74.65383.65No
0336-KXKFKMale0NoNo72NoNo phone serviceDSLYesNoYesYesYesYesTwo yearYesCredit card (automatic)61.24390.25No
5619-XZZKRMale0NoNo4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.9568.2No
3948-FVVRPMale0YesYes9YesNoDSLNoYesNoYesNoNoMonth-to-monthNoMailed check54.8452.8No
5327-XOKKYMale1YesNo72YesYesDSLNoNoYesNoYesYesTwo yearYesCredit card (automatic)73.455329No
0983-TATYJFemale0YesNo33YesNoDSLNoNoNoYesNoNoOne yearYesMailed check51.451758.9No
1813-JYWTOFemale0YesNo72YesYesFiber opticYesNoNoNoNoNoTwo yearNoBank transfer (automatic)80.455737.6No
0156-FVPTAMale0YesNo22YesNoDSLYesNoNoYesNoNoMonth-to-monthYesElectronic check54.21152.7Yes
1984-FCOWBFemale0YesNo70YesYesFiber opticNoYesYesYesYesYesOne yearYesElectronic check109.57674.55Yes
0654-HMSHNMale0YesYes21YesYesFiber opticNoYesYesNoYesYesMonth-to-monthNoElectronic check104.42157.95Yes
6719-OXYBRMale0NoNo15YesNoFiber opticNoNoYesNoYesNoMonth-to-monthNoElectronic check85.31219.85No
3312-ZWLGFMale1YesNo29YesYesFiber opticNoNoNoYesNoNoMonth-to-monthYesElectronic check79.32414.55No
6476-YHMGAFemale0YesYes15YesNoDSLNoYesYesYesYesYesMonth-to-monthNoBank transfer (automatic)76.51155.6No
5287-QWLKYMale1YesYes71YesYesFiber opticYesYesNoNoYesYesMonth-to-monthYesCredit card (automatic)105.17548.1Yes
0795-XCCTEMale1NoNo72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)25.41809.35No
0168-XZKBBFemale0YesNo19YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check86.851564.4No
3785-NRHYRMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.6519.65No
5196-SGOAKFemale0NoNo1YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check75.775.7Yes
4537-DKTALFemale0NoNo2YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check45.5584.4No
7072-MBHEVFemale1YesYes11YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesCredit card (automatic)78.1864.85No
5602-BVFMKFemale0NoNo12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.3228.75No
6297-NOOPGFemale0YesNo70YesYesFiber opticNoYesYesYesYesYesTwo yearYesElectronic check110.57752.05No
1891-UAWWUFemale1YesNo20YesYesFiber opticNoNoYesNoYesNoMonth-to-monthNoElectronic check90.81951Yes
8204-TIFGJFemale0NoNo23YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesBank transfer (automatic)20.3470.6No
8050-DVOJXMale1NoNo49YesYesDSLYesYesYesYesNoYesTwo yearNoCredit card (automatic)81.354060.9No
6108-OQZDQFemale0YesYes4YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check97.95384.5Yes
0363-QJVFXMale0NoNo32YesYesFiber opticYesYesNoYesYesYesMonth-to-monthYesCredit card (automatic)108.153432.9Yes
8903-XEBGXMale0NoYes2YesNoDSLNoNoNoNoNoYesMonth-to-monthYesElectronic check55.3108.65No
8169-SAEJDMale1YesNo69NoNo phone serviceDSLYesYesNoNoYesYesTwo yearNoCredit card (automatic)56.553952.65No
9840-DVNDCMale0NoNo6YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesCredit card (automatic)80.5463.05Yes
1089-XZWHHFemale0YesYes24YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check19.7494.05No
2325-WINESFemale0NoNo32YesYesFiber opticNoYesYesNoYesYesOne yearYesCredit card (automatic)104.053416.85No
6064-ZATLRFemale0NoNo27YesNoDSLYesYesNoNoNoNoTwo yearNoBank transfer (automatic)52.851498.65No
3096-JRDSOFemale1YesNo27YesYesFiber opticYesNoNoYesYesYesMonth-to-monthYesBank transfer (automatic)104.32867.75Yes
7824-PANSQMale0NoNo58YesYesFiber opticNoNoNoYesNoNoMonth-to-monthNoBank transfer (automatic)80.654807.35No
8042-JVNFHMale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check71.3571.35Yes
9648-BCHKMFemale0YesYes18YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)24.65471.35No
2888-ADFAOFemale0YesYes47YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)21.31041.8No
8707-HOEDGFemale0YesYes70YesYesFiber opticNoYesYesYesYesYesTwo yearYesElectronic check110.27689.8No
3374-LXDEVFemale0NoNo13YesYesFiber opticNoYesYesYesNoNoMonth-to-monthNoElectronic check89.41132.35Yes
4072-IPYLTFemale0YesYes36YesNoDSLYesNoNoNoNoNoMonth-to-monthNoCredit card (automatic)51.051815No
7167-PCEYDMale0NoNo67YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check19.81311.3No
4936-YPJNKFemale0NoNo10YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.9199.45No
1580-BMCMRMale1NoNo19YesNoFiber opticYesNoNoNoNoYesMonth-to-monthYesElectronic check87.31637.3No
4817-KEQSPFemale0YesYes71YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.851326.35No
6408-WHTEFMale0YesYes72YesYesDSLYesYesYesYesYesYesTwo yearYesMailed check89.46376.55No
9251-AWQGTFemale0YesYes48YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20935.9No
8749-CLJXCMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.0520.05No
7989-VCQOHMale0YesYes18YesNoDSLYesNoYesYesYesYesMonth-to-monthNoElectronic check83.251611.15No
5049-GLYVGMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.620.6Yes
4199-QHJNMMale1YesNo67YesYesFiber opticNoYesNoYesYesYesTwo yearNoBank transfer (automatic)102.96989.7No
8882-TLVRWMale0YesYes69NoNo phone serviceDSLYesNoYesYesNoNoTwo yearNoMailed check39.12779.5No
5883-GTGVDMale0NoNo19YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check99.951931.75Yes
5135-GRQJVMale1YesNo72YesYesFiber opticYesYesYesYesYesYesTwo yearYesMailed check114.58331.95No
2384-OVPSAFemale1NoNo38YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.2735.9No
1371-WEPDSMale1YesNo40YesNoDSLNoNoNoNoNoYesOne yearNoElectronic check55.82283.3No
3580-GICBMFemale0YesYes61YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check24.21445.2No
4817-QRJSXFemale0NoNo10YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesCredit card (automatic)81818.05Yes
9730-DRTMJMale0YesNo32YesYesDSLYesNoNoYesYesNoOne yearYesCredit card (automatic)72.82333.05No
4686-UXDMLFemale0NoNo21YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesCredit card (automatic)99.851992.55No
3349-ANQNHFemale1NoNo59YesYesFiber opticNoNoYesNoYesYesOne yearYesElectronic check99.55890No
2398-YPMURFemale1YesNo13YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.15916.75Yes
0932-YIXYUFemale0NoNo47YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.251029.8No
7480-SPLEFMale0YesYes69YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)261796.55No
7636-XUHWWMale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)19.933.7No
1431-CYWMHFemale0YesYes22YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)19.05454.05No
5937-EORGBMale1YesNo15YesYesFiber opticYesNoYesNoYesNoMonth-to-monthYesElectronic check96.51392.25No
6349-JDHQPFemale0NoNo53YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.851049.6No
5539-HIVAKFemale1YesNo28YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check25.7734.6No
5847-MXBEOMale0NoNo22YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.3475.1No
9985-MWVIXFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check70.1570.15Yes
4583-PARNHMale1YesNo16YesNoFiber opticNoNoYesYesNoYesMonth-to-monthYesElectronic check91.551540.05No
1116-FRYVHFemale0YesYes48NoNo phone serviceDSLYesYesNoYesNoNoTwo yearNoMailed check39.41978.65No
1421-HCERKMale1YesNo30YesYesFiber opticYesYesYesYesYesNoMonth-to-monthYesBank transfer (automatic)105.73181.8No
9633-XQABVFemale0NoNo3YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.25229.7No
0716-BQNDXMale1NoNo57YesYesFiber opticYesNoNoYesNoYesTwo yearNoElectronic check93.755625.55No
1265-XTECCFemale1YesNo68YesYesFiber opticYesYesNoNoNoYesOne yearYesCredit card (automatic)96.556581.9Yes
1183-CANVHFemale0YesNo23YesNoDSLNoNoNoYesYesNoOne yearNoBank transfer (automatic)601347.15No
1972-XMUWVFemale0YesNo65YesNoDSLNoNoNoYesYesNoTwo yearYesCredit card (automatic)59.83808.2No
8679-LZBMDMale0YesNo44YesNoFiber opticNoNoNoNoYesYesOne yearYesBank transfer (automatic)90.653974.15No
3407-JMJQQFemale0YesYes71YesYesFiber opticYesYesYesNoYesYesTwo yearYesBank transfer (automatic)1097661.8No
6252-DFGTKFemale0YesNo37YesYesDSLYesNoYesYesNoNoOne yearNoCredit card (automatic)68.12479.25No
1539-LNKHMFemale0NoNo12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.4266.6No
8645-KOMJQMale0YesYes69YesYesDSLNoYesYesYesYesYesTwo yearYesBank transfer (automatic)81.955601.4No
0289-IVARMFemale0NoNo35YesNoDSLYesYesYesNoNoNoMonth-to-monthNoElectronic check60.551982.6No
9761-XUJWDMale0NoNo5YesNoDSLNoYesNoYesNoYesMonth-to-monthYesBank transfer (automatic)65.6339.9No
4057-FKCZKMale0YesYes58YesYesFiber opticNoNoNoNoYesNoTwo yearNoBank transfer (automatic)82.54828.05No
4291-TPNFGMale0YesNo72YesYesDSLYesYesYesYesNoYesTwo yearYesBank transfer (automatic)82.35980.55No
6087-YPWHOMale0YesNo72YesYesDSLYesYesYesYesNoNoTwo yearNoMailed check68.154808.7No
3090-QFUVDFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)20.320.3No
2237-ZFSMYFemale0NoNo39YesNoFiber opticYesNoYesYesYesNoOne yearYesElectronic check95.553692.85Yes
1722-LDZJSMale0YesYes53YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)20.21068.15No
1818-ESQMWFemale0NoNo27YesNoFiber opticNoNoYesYesNoYesMonth-to-monthYesElectronic check89.22383.6No
4871-JTKJFFemale1NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.6569.65Yes
1415-YFWLTFemale1NoNo1YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check89.389.3Yes
7401-RUBNKFemale0YesNo18YesNoFiber opticYesNoNoNoNoNoMonth-to-monthNoElectronic check74.81438.05No
0506-YLVKJMale0YesYes46YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check20.2917.45No
8661-BOYNWFemale0YesNo72YesYesDSLYesNoYesYesYesYesTwo yearYesCredit card (automatic)84.46096.45No
6711-VTNREFemale0NoNo36YesNoFiber opticNoNoYesYesNoYesMonth-to-monthYesElectronic check87.553078.1Yes
4815-GBTCDFemale0YesNo4NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check25.1599.95No
2805-AUFQNFemale0NoNo25YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.8475.2No
0980-PVMRCFemale0YesYes40NoNo phone serviceDSLNoYesNoNoYesYesMonth-to-monthYesElectronic check50.852036.55No
7233-DRTRFMale0YesNo63YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check102.46444.05No
3500-RMZLTFemale1NoNo15YesNoFiber opticYesNoYesYesNoYesMonth-to-monthYesMailed check96.31426.75Yes
3873-NFTGIMale0NoNo14YesYesDSLNoYesNoNoNoNoMonth-to-monthYesCredit card (automatic)55.5767.55No
1162-ECVIIMale1YesNo72YesYesFiber opticNoYesYesYesYesYesTwo yearYesBank transfer (automatic)109.757932.5No
7048-GXDAYMale0NoNo39YesYesFiber opticYesYesNoNoYesYesMonth-to-monthYesElectronic check106.44040.65No
8571-ZCMCXFemale0YesYes47NoNo phone serviceDSLYesYesYesNoYesYesTwo yearYesCredit card (automatic)602768.65No
1169-WCVAKMale0YesNo19YesYesFiber opticYesYesNoYesNoNoMonth-to-monthYesCredit card (automatic)88.81672.35No
4548-SDBKEFemale0NoNo5YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check85.2474.8Yes
8066-POXGXFemale0NoNo13NoNo phone serviceDSLNoNoNoNoNoYesMonth-to-monthYesElectronic check35.1446.1Yes
7129-CAKJWFemale0NoNo17YesYesFiber opticNoNoYesNoNoNoMonth-to-monthNoBank transfer (automatic)80.051345.65No
8695-ARGXZMale1YesNo34YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check75.552425.4No
3570-YUEKJFemale0NoNo42YesNoDSLNoYesNoNoNoNoMonth-to-monthYesElectronic check49.552077.95No
4143-OOBWZMale0YesNo5YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check81.3416.3Yes
1555-HAPSUFemale0YesYes71YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)23.91663.5No
1697-NVVGYMale1YesNo19YesNoDSLYesNoYesNoYesNoMonth-to-monthNoBank transfer (automatic)66.41286.05No
7854-EKTJLFemale0NoYes2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check19.635.85Yes
8464-EETCQMale0NoNo57YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)18.81094.35No
2419-FSORSMale0YesNo72YesYesFiber opticNoYesYesYesYesYesTwo yearYesElectronic check108.47719.5No
8132-YPVBXFemale0NoNo6YesNoFiber opticNoYesNoNoNoYesMonth-to-monthYesMailed check85.95514.6No
9102-IAYHTFemale0YesYes17YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check85.451451.6Yes
6754-LZUKAMale0YesNo61YesYesDSLNoYesYesNoYesYesTwo yearNoBank transfer (automatic)80.94932.5No
3422-LYEPQMale0YesYes1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check7171Yes
8099-MZPUJMale0YesYes48YesYesFiber opticYesYesYesYesYesYesTwo yearNoCredit card (automatic)111.85443.65No
0787-LHDYTMale0NoNo16YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)20.6330.25No
2642-DTVCOMale1NoNo9YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check85.05746.5Yes
0374-IOEGQFemale0NoNo3YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check44.6122.7No
4361-JEIVLMale0NoYes1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check44.444.4Yes
3197-NNYNBMale0NoNo65YesYesFiber opticNoYesYesNoYesYesTwo yearNoCredit card (automatic)105.16631.85No
3396-DKDELFemale0YesYes70YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)115.158250No
1752-OZXFYMale0YesNo60YesNoDSLYesNoNoNoYesNoOne yearYesMailed check59.83561.15No
9066-QRSDUFemale0YesNo69YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesElectronic check26.31763.55No
9112-WSNPUFemale1NoNo35YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check70.552419No
9867-NNXLCFemale0NoNo22YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.05470.2No
5321-NTRKCMale0YesYes66YesYesDSLNoYesYesNoYesYesTwo yearNoBank transfer (automatic)79.855234.95No
1363-TXLSLMale1YesNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.370.3Yes
9507-EXLTTFemale0YesNo1YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesBank transfer (automatic)79.3579.35Yes
3161-GETRMMale0YesYes34YesYesFiber opticNoNoYesNoNoYesMonth-to-monthYesCredit card (automatic)90.053097No
0402-OAMENFemale0YesYes72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)24.451709.1No
6933-VLYFXMale0YesYes31NoNo phone serviceDSLYesNoYesYesYesYesOne yearNoElectronic check59.951848.8No
6754-WKSHPMale0NoYes30YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)25.35723.3No
9846-GKXASFemale0NoNo9YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesBank transfer (automatic)90.8809.75Yes
6017-PPLPXMale0YesYes20YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.451470.95Yes
4976-LNFVVMale1YesNo19NoNo phone serviceDSLNoYesYesNoNoNoMonth-to-monthYesCredit card (automatic)34.3577.15No
5055-MGMGFFemale0YesNo65YesYesFiber opticYesNoYesNoYesYesMonth-to-monthYesElectronic check105.056914.95No
4641-FROLUFemale0YesYes30YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.3602.9No
2862-JVEOYMale0NoNo6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.15124.4No
2969-QWUBZFemale0NoNo2NoNo phone serviceDSLNoYesNoNoYesYesMonth-to-monthNoElectronic check51.496.8No
9822-BIIGNMale0YesYes53YesYesDSLYesNoNoYesNoYesMonth-to-monthNoElectronic check71.853827.9No
2077-MPJQOMale1YesNo7YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check75.4533.05No
1534-OULXEFemale0YesYes61YesNoDSLYesNoNoNoNoNoOne yearYesBank transfer (automatic)49.72961.4No
7136-RVDTZMale1NoNo70NoNo phone serviceDSLNoNoNoNoYesYesOne yearYesElectronic check45.253264.45Yes
2971-SGAFLFemale0NoNo13YesYesDSLYesNoYesNoYesYesMonth-to-monthYesElectronic check78.75995.35No
1480-IVEVRMale1YesNo35YesYesFiber opticNoNoYesNoNoNoOne yearYesBank transfer (automatic)81.62815.25No
2905-KFQUVFemale0YesNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)70.4154.8No
4581-SSPWDFemale0NoNo3YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check75.8246.3Yes
3370-HXOPHFemale0NoNo3YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check76.1257.6No
9391-YZEJWFemale0NoNo62YesYesFiber opticNoNoNoNoYesYesOne yearYesBank transfer (automatic)945757.2No
9958-MEKUCMale0YesYes72YesYesFiber opticYesYesYesYesNoYesTwo yearNoCredit card (automatic)103.957517.7No
0281-CNTZXMale0YesNo63YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)19.951234.8No
6927-WTFIVMale1NoNo20YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoCredit card (automatic)71.31389.2Yes
4118-CEVPFFemale1NoNo35YesYesFiber opticYesYesYesYesYesYesOne yearYesBank transfer (automatic)110.83836.3No
3398-ZOUAAMale1YesNo21YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.11474.75Yes
9114-VEPUFMale0YesNo62YesYesFiber opticYesYesNoNoNoYesOne yearNoElectronic check96.16001.45No
7876-BEUTGFemale0NoNo15YesYesDSLNoNoNoNoNoNoMonth-to-monthYesMailed check48.8720.1No
2338-BQEZTFemale0NoNo55YesNoDSLYesNoNoNoNoNoMonth-to-monthYesCredit card (automatic)50.552832.75No
9873-MNDKVFemale0NoNo11YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check44.65472.25No
0378-NHQXUFemale0YesYes17YesYesFiber opticNoNoYesNoYesNoMonth-to-monthNoElectronic check88.251460.65Yes
8241-JUIQOFemale0NoNo61YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)19.451336.35No
2194-IIQOFFemale0YesNo71YesYesDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)89.36388.65No
4512-ZUIYLFemale0NoNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)70153.05Yes
9631-RXVJMMale0NoNo35YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.25677.9No
9584-EXCDZFemale0NoNo17YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)70.51165.6No
7969-AULMZFemale0NoNo21YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check97.352119.5Yes
5093-FEGLUFemale0YesNo47YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.65921.55No
2621-UDNLUFemale0YesNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.8572No
7526-IVLYUMale0NoNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.6568.35No
2428-HYUNXMale1YesNo44YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)19.35847.25No
9214-EKVXRFemale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check4444No
3410-MHHUMFemale0YesYes44YesYesFiber opticNoYesYesNoNoYesOne yearNoElectronic check94.44295.35No
0568-ONFPCMale0YesYes5YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesBank transfer (automatic)25.9135Yes
0733-VUNUWMale0NoNo24YesYesDSLYesNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)55.651400.55Yes
4550-EVXNYFemale0NoYes1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.6569.65Yes
2122-YWVYAFemale0NoNo18YesNoFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check75.41380.4No
2968-SSGAAFemale0NoNo10YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check100.61060.2Yes
2296-DKZFPFemale0YesNo65YesNoDSLYesYesYesNoNoYesTwo yearNoBank transfer (automatic)714386.2No
4844-JJWUYFemale1NoNo1YesNoFiber opticNoYesNoNoNoYesMonth-to-monthYesElectronic check8686Yes
6777-TGHTMFemale0NoNo53YesYesFiber opticYesNoYesNoYesYesOne yearYesCredit card (automatic)106.955785.5Yes
8909-BOLNLMale0NoNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check21.252.05No
6603-YRDCJMale0YesNo33YesNoDSLYesYesNoYesNoNoTwo yearYesMailed check61.052018.4No
3538-WZPHDMale0NoNo3NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthYesElectronic check29.679.45Yes
3229-USWARFemale0NoNo34YesNoDSLYesNoYesYesYesYesOne yearYesBank transfer (automatic)79.952727.3No
2138-VFAPZFemale0YesYes14YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check19.7263.65No
6131-JLWZMFemale0NoNo13YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.3275.4No
4785-QRJHCMale1YesNo46NoNo phone serviceDSLNoYesYesYesYesYesOne yearYesBank transfer (automatic)59.92816.65Yes
0269-XFESXMale0YesYes23YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check24.35538.5No
1709-EJDOXFemale0YesYes47YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.75948.9No
4316-XCSLJMale0NoYes17YesNoDSLYesNoNoNoNoNoMonth-to-monthYesMailed check50.3846.8No
8610-WFCJFFemale0YesYes49YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check95.64783.5Yes
9693-XMUOBMale1YesNo59NoNo phone serviceDSLNoYesNoNoYesYesMonth-to-monthYesElectronic check50.252997.45No
0383-CLDDAFemale0NoNo69YesYesDSLYesNoYesYesYesYesTwo yearYesCredit card (automatic)85.355897.4No
4905-JEFDWMale0NoNo11NoNo phone serviceDSLNoNoYesNoYesNoOne yearYesElectronic check41.6470.6Yes
2709-UQGNPMale0NoNo10YesNoDSLYesNoNoNoNoNoMonth-to-monthYesMailed check51.65524.5No
3549-ZTMNHMale0YesYes12YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)24269.65No
7881-INRLCMale0NoNo45YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesCredit card (automatic)100.854740Yes
8033-ATFASFemale0YesYes39YesNoDSLNoNoYesNoYesNoMonth-to-monthYesMailed check59.852341.5No
1635-NZATJMale1YesNo71YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.451789.65No
0562-HKHMLMale0YesYes71YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)23.91626.4No
8277-RVRSVFemale0YesYes33YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)24.15800.3No
9943-VSZUVMale1NoNo67YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check75.75060.85No
0117-LFRMWMale0YesYes37NoNo phone serviceDSLYesYesYesNoNoNoMonth-to-monthNoBank transfer (automatic)40.21448.8Yes
6172-FECYYMale0YesYes49YesYesFiber opticNoNoNoNoYesNoMonth-to-monthNoElectronic check84.54254.85Yes
7054-ENNGUFemale0YesNo9YesNoDSLNoYesNoNoNoNoMonth-to-monthNoMailed check50.85466.6No
1455-HFBXAMale0YesNo52YesYesFiber opticYesNoYesYesNoNoTwo yearYesCredit card (automatic)91.64627.8No
9402-CXWPLFemale0NoNo70YesYesFiber opticNoYesNoNoYesYesOne yearNoElectronic check98.96838.6No
1628-BIZYPMale0NoNo1YesNoFiber opticNoYesNoNoNoYesMonth-to-monthYesElectronic check8585No
1965-AKTSXFemale1NoNo14YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check78.951101.85Yes
0082-LDZUEMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check44.344.3No
4786-UKSNZMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.220.2Yes
5343-SGUBIFemale0NoNo52YesYesFiber opticNoYesNoNoNoNoOne yearYesMailed check80.24297.6No
0856-NAOESMale0NoNo6YesNoDSLNoNoYesNoYesNoMonth-to-monthNoMailed check60.9414.1No
1976-AZZPJMale0YesNo7NoNo phone serviceDSLYesYesNoNoNoNoMonth-to-monthNoMailed check34.2256.6No
7248-VZQLCFemale1NoNo47YesYesFiber opticNoYesYesNoNoNoMonth-to-monthYesBank transfer (automatic)85.23969.35Yes
6156-UZDLFFemale0NoNo26YesNoFiber opticYesNoYesYesNoNoOne yearYesCredit card (automatic)87.152274.1No
3099-OONVSMale0YesYes25YesNoDSLYesNoNoYesNoNoMonth-to-monthNoElectronic check54.31296.8No
9500-WBGRPMale0NoNo69YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check19.11268.85No
5183-KLYEMFemale0NoNo72YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)112.758192.6No
5144-PQCDZMale0NoNo4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.9559.25No
8514-VZHEBMale0YesYes59YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.51147.85No
6625-IUTTTMale0NoNo67YesNoDSLYesNoYesNoNoYesTwo yearNoBank transfer (automatic)65.554361.55No
9355-NPPFSFemale1NoNo26YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check78.82006.1No
0068-FIGTFFemale0NoNo27YesNoDSLNoYesYesYesYesYesOne yearNoMailed check78.22078.95No
5965-GGPRWMale0YesYes72YesYesFiber opticYesNoYesNoYesYesTwo yearNoBank transfer (automatic)105.257609.75No
8035-PWSEVFemale0NoNo6YesNoFiber opticNoNoYesYesNoYesMonth-to-monthYesElectronic check89.25487.05No
2236-HILPAMale0YesYes62YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.651218.45No
1840-BIUOGMale0NoNo20YesYesDSLNoYesNoYesYesNoOne yearYesElectronic check68.71416.2No
1356-MKYSKMale0NoNo6YesNoDSLYesNoYesYesYesYesMonth-to-monthNoCredit card (automatic)78.65483.3No
6080-LNESIMale0NoNo51YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check24.751234.6No
1830-IPXVJFemale0YesYes61YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.751311.6No
5828-DWPILMale1YesNo62YesYesFiber opticYesYesYesNoNoNoMonth-to-monthYesElectronic check89.15618.3No
8398-TBIYDFemale0NoNo72YesYesFiber opticYesNoNoYesNoNoTwo yearYesBank transfer (automatic)84.76185.15No
0011-IGKFFMale1YesNo13YesNoFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check981237.85Yes
4192-GORJTMale0YesNo5YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check94.45498.1Yes
6496-SLWHQMale1NoNo3YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check105294.45Yes
9912-GVSEQFemale1YesNo26YesYesFiber opticNoYesYesNoNoYesMonth-to-monthYesElectronic check93.852381.55Yes
2931-FSOHNMale1NoNo13YesNoDSLNoYesNoNoYesNoMonth-to-monthYesElectronic check59.9788.35No
9418-RUKPHFemale0YesYes38YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check19.95756.4No
5383-MMTWCFemale1YesNo8YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check84613.4Yes
9971-ZWPBFMale1YesYes34YesYesFiber opticNoYesYesYesYesYesMonth-to-monthYesElectronic check108.93625.2No
4712-AUQZOMale0NoNo18NoNo phone serviceDSLYesNoYesNoNoNoMonth-to-monthNoMailed check33.6550.35No
9711-FJTBXMale0YesYes56YesNoFiber opticNoYesYesYesNoNoOne yearYesMailed check85.854793.8No
2908-ZTPNFFemale0NoNo36NoNo phone serviceDSLNoYesNoYesNoNoMonth-to-monthYesBank transfer (automatic)34.851267.2No
7240-ETPTRFemale0YesNo9NoNo phone serviceDSLNoNoYesNoYesYesMonth-to-monthYesElectronic check48.75442.2Yes
2202-CUYXZMale0NoNo1YesNoFiber opticNoNoYesNoYesNoMonth-to-monthYesElectronic check84.8584.85Yes
5995-OIGLPMale0NoNo12YesNoDSLYesNoNoYesNoNoMonth-to-monthNoMailed check56.65654.85Yes
8421-WZOOWFemale1YesYes57YesNoFiber opticNoYesYesYesYesNoMonth-to-monthYesCredit card (automatic)95.35567.45No
6261-RCVNSFemale0NoNo42YesNoDSLYesYesYesYesNoYesOne yearNoCredit card (automatic)73.93160.55Yes
7951-QKZPLFemale0YesYes33YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check24.5740.3Yes
1414-YADCWMale0YesNo70YesNoFiber opticYesYesNoYesNoNoTwo yearNoBank transfer (automatic)84.65706.2No
8756-RDDLTFemale0NoNo68NoNo phone serviceDSLNoYesNoYesNoYesMonth-to-monthNoElectronic check44.953085.35No
2862-PFNIKMale0NoYes1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check24.724.7No
5816-QVHRXFemale0NoNo37YesYesFiber opticNoNoNoYesYesYesMonth-to-monthNoCredit card (automatic)100.33541.4No
4430-YHXGGFemale0NoYes4YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check25.4584.2No
6888-SBYAIMale0NoNo1YesNoDSLYesNoNoNoNoNoMonth-to-monthYesMailed check50.750.7No
7395-XWZOYMale0NoNo20NoNo phone serviceDSLYesYesYesYesYesNoMonth-to-monthYesCredit card (automatic)551165.55No
7169-YWAMKMale0YesYes72YesNoDSLYesYesNoYesYesNoTwo yearNoBank transfer (automatic)68.44855.35No
3640-PHQXKFemale0NoNo31YesYesFiber opticNoNoYesNoNoYesMonth-to-monthYesElectronic check89.92806.9Yes
6877-LGWXOMale1YesNo18YesNoFiber opticNoNoNoNoNoYesMonth-to-monthNoElectronic check78.551422.65Yes
6859-RKMZJMale0YesNo11YesNoDSLNoNoNoNoYesNoMonth-to-monthYesBank transfer (automatic)55.05608.15No
2729-VNVAPFemale0YesYes33YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.8641.35No
2957-JIRMNFemale1NoNo62YesYesFiber opticNoNoNoNoYesNoOne yearNoElectronic check84.454959.15No
2049-BAFNWFemale0NoNo1NoNo phone serviceDSLNoNoYesYesNoNoMonth-to-monthNoMailed check35.935.9No
3842-QTGDLMale0YesNo16YesNoFiber opticYesYesNoNoNoNoMonth-to-monthNoBank transfer (automatic)80.751321.3No
7163-OCEQIMale0YesYes22YesYesDSLNoNoYesYesYesYesOne yearYesMailed check78.651663.75No
9782-LGXMCFemale0YesYes49YesNoDSLYesNoYesYesNoNoMonth-to-monthNoBank transfer (automatic)61.753024.15No
5975-BAICRMale0YesYes36YesNoDSLYesNoYesNoNoYesOne yearYesCredit card (automatic)63.72188.5No
8019-ENHXUMale0YesNo42YesYesFiber opticNoYesYesYesNoYesMonth-to-monthYesElectronic check99.454138.05Yes
5167-GBFREMale1NoNo4NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)25.2102.5Yes
9033-EOXWVFemale0NoNo12YesYesDSLNoNoNoYesYesYesOne yearNoMailed check74.05872.65Yes
4673-KKSLSFemale0NoNo31YesNoFiber opticYesNoYesYesNoNoMonth-to-monthNoElectronic check87.62724.25No
4853-OITSNMale0YesNo5YesYesFiber opticYesNoNoNoNoYesMonth-to-monthYesElectronic check89.15413.25No
9800-OUIGRMale0YesYes66YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)201374.2No
1324-NLTJEFemale1NoNo15YesYesDSLNoNoNoYesNoNoMonth-to-monthNoCredit card (automatic)55757.1Yes
2324-EFHVGMale0NoNo64YesYesFiber opticNoYesYesNoYesYesTwo yearYesBank transfer (automatic)104.46692.65No
7094-MSZAOMale0YesYes10YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)20.05218.5No
1522-VVDMGMale0YesYes7YesNoFiber opticNoYesNoYesYesNoMonth-to-monthYesElectronic check89.75608.8Yes
6907-CQGPNMale0NoNo29NoNo phone serviceDSLNoYesNoYesNoNoMonth-to-monthNoElectronic check34.31004.75No
0780-XNZFNMale0NoNo57YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.651125.6No
0239-OXEXLFemale0NoNo46YesYesFiber opticYesYesNoNoNoNoMonth-to-monthNoMailed check84.253847.6No
2675-IJRGJMale0NoNo53YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.65978No
7049-GKVZYFemale0NoNo17YesNoDSLYesYesNoYesYesYesOne yearNoCredit card (automatic)79.851387.35No
8577-QSOCGFemale0YesYes38YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check20.2746.05No
3721-CNZHXMale0NoNo15YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.8304.6No
0212-ISBBFFemale0NoNo22NoNo phone serviceDSLNoYesNoNoYesYesMonth-to-monthYesElectronic check50.351098.85No
9185-TQCVPMale0YesNo14YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check85.151139.2Yes
3585-YNADKFemale0YesNo57YesYesDSLNoYesYesYesYesNoOne yearNoBank transfer (automatic)74.64368.95No
5271-DBYSJMale1NoNo11YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesCredit card (automatic)79.15827.7No
1099-GODLOFemale0YesYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.3520.35No
6828-HMKWPMale0YesYes12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)21.05262.05No
5567-WSELEMale1YesNo3YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check94.6279.55Yes
1472-TNCWLMale0NoYes36YesNoFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check94.73512.5No
8063-RJYNFMale0NoNo16YesNoFiber opticYesNoNoNoYesYesMonth-to-monthYesElectronic check94.251483.25Yes
0687-ZVTHBMale0YesYes65YesYesDSLYesYesYesNoNoYesOne yearNoCredit card (automatic)72.454653.85Yes
2080-GKCWQMale0NoNo2YesNoFiber opticNoYesNoNoNoNoMonth-to-monthNoElectronic check74.95151.75No
9661-ACXBSFemale0NoNo42YesYesFiber opticYesNoYesNoYesYesMonth-to-monthYesElectronic check105.24400.75Yes
2193-SFWQWMale0YesYes72YesNoFiber opticYesYesYesYesYesYesTwo yearNoBank transfer (automatic)111.958033.1No
5656-JAMLXMale0NoNo62YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.851253.65No
3462-BJQQAFemale0NoNo6YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check89.75552.65No
0442-TDYUOMale0YesNo48YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check20.051036No
6733-LRIZXMale0NoNo35YesYesFiber opticYesNoYesYesYesYesTwo yearYesElectronic check108.954025.5No
9503-XJUMEMale0NoYes52YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19.65928.4No
4367-NHWMMFemale0NoNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesMailed check24.924.9No
3727-RJMEOMale0YesNo6YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check82.85460.25Yes
3779-OSWCFFemale0YesNo71YesYesDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)93.26506.15No
6736-DHUQIFemale0YesYes67YesNoFiber opticYesYesYesNoNoNoOne yearNoBank transfer (automatic)84.85598.3No
3915-ODIYGMale1NoNo60YesYesDSLYesYesNoNoNoYesOne yearYesElectronic check71.754374.55No
1360-RCYRTMale0YesYes23NoNo phone serviceDSLNoNoNoYesNoNoMonth-to-monthYesBank transfer (automatic)30.35678.75No
2724-FJDYWMale0NoYes39NoNo phone serviceDSLNoNoYesYesYesYesOne yearNoBank transfer (automatic)54.852191.7No
4451-RWASJMale0YesYes15YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check19.5239.75No
6646-VRFOLMale1YesNo53YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check103.855485.5Yes
3460-TJBWIMale0YesYes24YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check24.2609.05No
5917-HBSDWFemale0YesYes37YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check19.35683.75No
5685-IIXLYFemale0YesYes5YesNoFiber opticNoYesNoNoNoYesMonth-to-monthYesElectronic check83.6404.2Yes
5671-UUNXDFemale1YesNo50YesYesFiber opticNoNoNoYesYesYesOne yearYesElectronic check100.655189.75No
0956-ACVZCFemale0NoNo54YesNoFiber opticNoNoYesNoYesYesOne yearYesCredit card (automatic)94.15060.9No
2325-NBPZGFemale0NoNo3YesNoFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check74.55233.65No
4250-ZBWLVMale0NoNo68YesYesFiber opticNoYesYesYesYesYesOne yearNoElectronic check108.457176.55Yes
4482-FTFFXMale0NoNo5YesNoDSLNoNoYesYesNoNoMonth-to-monthNoElectronic check56.15291.45No
8859-DZTGQMale0NoNo33YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.35689.75No
0440-MOGPMFemale0NoNo41YesYesDSLNoYesYesNoYesYesOne yearYesElectronic check80.553263.9No
0020-JDNXPFemale0YesYes34NoNo phone serviceDSLYesNoYesYesYesYesOne yearNoMailed check61.251993.2No
3752-CQSJIFemale0YesYes13YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.45254.5No
5025-GOOKIFemale0NoNo20YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)18.9347.65No
4698-KVLLGFemale1NoNo51YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.6967.9No
5095-AESKGFemale0YesNo3YesYesFiber opticNoYesNoNoNoYesMonth-to-monthYesCredit card (automatic)91.5242.95Yes
2887-JPYLUFemale0NoYes41YesNoDSLNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)45.21841.9No
4770-QAZXNFemale0NoNo13YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)19.45232.1No
4896-CPRPFMale0YesYes35YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)25.45809.25No
1871-MOWRMMale0YesNo12YesNoFiber opticYesNoNoYesNoNoMonth-to-monthNoBank transfer (automatic)80.85866.45Yes
9714-EDSUCMale0NoNo4YesNoFiber opticYesYesNoYesNoYesMonth-to-monthYesMailed check94.9360.55No
2027-OAQQCFemale0NoNo43NoNo phone serviceDSLNoNoYesNoYesYesMonth-to-monthYesBank transfer (automatic)49.052076.2Yes
0282-NVSJSFemale1YesYes12NoNo phone serviceDSLNoNoNoYesNoNoMonth-to-monthYesMailed check29.3355.9No
9090-SGQXLMale1YesNo68YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check105.37299.65Yes
6595-YGXITMale1NoNo25YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check88.952291.2Yes
7353-YOWFPFemale0NoNo7YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.25129.15No
9835-ZIITKMale1YesNo66YesYesFiber opticNoYesYesYesYesYesOne yearYesElectronic check110.857491.75Yes
8008-ESFLKFemale0YesNo53YesNoFiber opticYesYesYesYesYesYesOne yearNoElectronic check110.55835.5No
7537-CBQUZMale1NoNo63YesYesFiber opticYesYesYesNoYesYesMonth-to-monthYesBank transfer (automatic)109.47031.45No
1555-DJEQWFemale0YesYes70YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)114.27723.9Yes
5649-TJHOVMale1YesNo27NoNo phone serviceDSLNoNoNoNoNoYesMonth-to-monthNoBank transfer (automatic)36.51032Yes
0519-XUZJUFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoMailed check70.7570.75Yes
3363-EWLGOFemale0NoNo5YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.95109.6No
4750-UKWJKFemale1YesNo37YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.6727.8No
6338-AVWCYMale0NoNo3NoNo phone serviceDSLNoNoYesNoYesNoMonth-to-monthYesMailed check40.15130.75Yes
1689-YQBYYFemale0NoYes12YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check76.6893No
4487-ZYJZKFemale0YesYes38YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19.6763.1No
2959-FENLUFemale0NoNo9YesNoFiber opticNoNoYesNoNoYesMonth-to-monthYesCredit card (automatic)85.3781.4No
0708-LGSMFMale0YesNo13YesYesDSLYesNoNoNoNoYesMonth-to-monthYesElectronic check65.85902.25No
9253-QXKBEMale1YesNo29YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check94.452653.65Yes
7634-HLQJRFemale0YesYes47YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.051016.7No
0487-RPVUMMale0YesNo61YesYesFiber opticYesNoYesYesYesNoMonth-to-monthNoBank transfer (automatic)99.45943.65No
4079-ULGFRMale0NoNo16YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20275.7No
2516-XSJKXFemale0YesYes41YesNoDSLYesYesNoYesYesYesTwo yearNoElectronic check78.453126.45No
0057-QBUQHFemale0NoYes43YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesElectronic check25.11070.15No
9445-SZLCHFemale0YesYes36YesYesFiber opticNoYesYesNoYesNoMonth-to-monthYesBank transfer (automatic)97.353457.9Yes
6599-SFQVEFemale0NoNo6YesNoDSLNoNoNoNoNoYesMonth-to-monthYesElectronic check55340.4No
8331-ZXFOEFemale0NoNo58YesYesDSLYesYesYesYesNoNoOne yearYesCredit card (automatic)71.14299.2No
4003-FUSHPMale0NoNo19YesNoDSLNoNoNoYesYesNoMonth-to-monthYesCredit card (automatic)61.551093.2No
0356-ERHVTMale0YesNo11YesNoDSLNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)45.9521.9No
7325-ENZFIFemale0NoNo39NoNo phone serviceDSLYesYesNoYesNoNoOne yearYesBank transfer (automatic)40.31630.4No
4884-ZTHVFFemale1NoNo8YesNoFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check87.1713.6No
3920-HIHMQFemale0NoYes26YesYesDSLNoNoNoNoNoNoMonth-to-monthYesMailed check49.51265.65No
3055-OYMSEFemale1NoNo53YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesCredit card (automatic)73.84003.85No
0613-WUXUMFemale0YesYes70YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check19.21401.4No
7568-PODMLMale0NoNo1NoNo phone serviceDSLNoNoNoNoYesYesMonth-to-monthYesMailed check45.345.3Yes
4458-KVRBJMale0NoNo59YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check251510.5No
5349-IECLDMale0NoNo2YesNoFiber opticNoNoYesNoYesYesMonth-to-monthNoElectronic check94.95178.1Yes
1397-XKKWRMale0NoNo7NoNo phone serviceDSLYesNoYesNoNoNoOne yearNoMailed check35.3264.8No
3945-GFWQLFemale0NoYes12YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check44.55480.6Yes
8097-OMULGMale0YesYes59YesNoDSLNoYesYesYesYesYesOne yearNoCredit card (automatic)76.754541.9No
6013-BHCAWMale0YesYes61YesYesDSLNoNoYesYesYesYesTwo yearYesBank transfer (automatic)814976.15No
0401-WDBXMMale0YesYes72YesYesFiber opticYesNoYesNoYesYesTwo yearYesBank transfer (automatic)105.557542.25No
3387-PLKUIFemale0YesYes13YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check18.8251.25No
6096-EGVTUFemale0YesYes64YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check24.91595.5No
3797-VTIDRMale0YesNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check23.4523.45Yes
5081-NWSUPFemale0NoNo10YesNoDSLNoYesNoYesNoYesOne yearNoMailed check64.9685.55No
2580-ATZSQFemale0YesYes65YesNoDSLYesYesYesNoNoNoOne yearNoBank transfer (automatic)61.353874.1No
8085-MSNLKFemale0YesNo62YesYesFiber opticYesYesYesYesYesYesTwo yearNoMailed check113.956891.4No
9691-HKOVSFemale0YesNo55YesYesDSLYesYesYesYesYesYesOne yearYesElectronic check90.154916.95No
9881-VCZEPFemale0YesNo25YesYesDSLNoYesNoNoNoNoMonth-to-monthNoElectronic check54.11373No
9526-BIHHDMale0NoNo1NoNo phone serviceDSLYesNoNoNoNoNoMonth-to-monthNoMailed check29.729.7Yes
8757-TFHHJMale0NoNo1YesNoDSLYesNoNoNoNoNoMonth-to-monthYesCredit card (automatic)49.849.8No
4523-WXCEFFemale0YesNo59YesYesFiber opticNoYesNoNoYesYesMonth-to-monthNoElectronic check101.16039.9Yes
1468-DEFNCMale1YesYes64YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)24.41548.65No
5119-KEPFYMale0YesNo36YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesBank transfer (automatic)953440.25No
8364-TRMMKFemale0NoNo3YesYesDSLNoNoNoNoNoNoMonth-to-monthYesMailed check50.65151.3Yes
0916-KNFAJMale0YesNo61YesYesDSLYesNoYesNoNoYesTwo yearYesMailed check69.94226.7No
8319-QBEHWMale0NoYes26NoNo phone serviceDSLNoYesNoNoYesNoOne yearYesBank transfer (automatic)39.951023.75No
3063-QFSZLFemale0NoNo1YesNoDSLNoNoNoNoNoYesMonth-to-monthYesElectronic check55.455.4Yes
8775-LHDJHFemale1YesNo1YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check90.690.6Yes
9625-QNLUXMale0YesYes68YesNoFiber opticYesYesYesNoYesYesTwo yearYesCredit card (automatic)103.257074.4No
3097-NQYSNMale1YesNo2YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesMailed check86.85156.35Yes
4024-CSNBYFemale0YesNo72YesYesFiber opticYesYesYesYesNoNoTwo yearYesBank transfer (automatic)94.256849.75No
7110-BDTWGFemale0YesNo71NoNo phone serviceDSLNoNoYesYesNoYesTwo yearYesElectronic check47.053263.6No
7493-GVFIOMale0NoNo57YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.551252.85No
0690-SRQIDMale0NoNo4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.6567.55No
9605-WGJVWFemale1NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.270.2No
9114-DPSIAMale0YesYes72YesYesDSLYesYesYesYesNoYesTwo yearNoCredit card (automatic)815750No
4700-UBQMVMale0YesYes21YesYesDSLYesNoNoNoYesYesOne yearYesBank transfer (automatic)75.91549.75No
7711-GQBZCFemale0YesYes71YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)24.71810.55No
3565-UNOCCFemale1YesNo29YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesBank transfer (automatic)99.052952.85Yes
4627-MIHJHFemale1NoNo69YesYesFiber opticYesNoYesYesYesYesTwo yearNoCredit card (automatic)110.257467.55No
9795-NREXCFemale0YesNo64YesYesDSLYesNoYesYesYesYesTwo yearYesCredit card (automatic)855484.4No
8573-CGOCCMale0NoNo16YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)19.75294.9No
7356-AYNJPFemale0NoNo4YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoElectronic check23.997.5No
9249-FXSCKFemale0NoNo52YesYesFiber opticYesYesNoYesYesYesOne yearYesCredit card (automatic)111.255916.45Yes
5493-SDRDQMale0NoNo2YesNoDSLYesNoYesNoNoNoMonth-to-monthYesMailed check55.1113.35Yes
6286-SUUWTMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.9519.95No
4819-HJPIWMale0NoNo18NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoMailed check25.15476.8No
8654-DHAOWFemale0NoNo2YesYesDSLNoYesNoNoNoNoMonth-to-monthNoMailed check54.15101.65No
5438-QMDDLFemale0YesNo19YesNoDSLNoYesNoNoNoYesMonth-to-monthYesMailed check59.81130.85No
9812-GHVRIFemale0NoNo40YesYesFiber opticNoNoNoNoNoYesMonth-to-monthNoBank transfer (automatic)83.853532.25No
5553-AOINXFemale1YesYes66YesYesFiber opticNoYesYesNoYesYesOne yearYesElectronic check104.96891.45No
1228-ZLNBXMale0NoNo21YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoMailed check75.31570.7No
4226-KKDONMale0NoNo8YesNoDSLNoYesNoYesYesNoMonth-to-monthYesElectronic check66.65520.95No
3831-YCPUOFemale0YesYes72YesNoFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)109.57854.9No
7445-WMRBWFemale0NoNo48YesYesDSLNoYesYesYesYesNoOne yearYesBank transfer (automatic)73.853581.4No
3308-DGHKLMale0NoNo69YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)19.31447.9No
9924-JPRMCMale0NoNo72YesYesFiber opticYesYesYesYesYesYesTwo yearYesElectronic check118.28547.15No
0080-EMYVYFemale0NoNo14YesNoDSLNoYesNoNoNoNoOne yearNoCredit card (automatic)51.45727.85No
6218-KNUBDMale0NoNo6YesNoDSLNoYesNoNoYesNoMonth-to-monthNoElectronic check59.45357.6No
7337-CINUDFemale0YesYes8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.5159.35No
7609-NRNCAFemale0NoNo17YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.55280.85No
0623-EJQEGMale0NoNo65YesYesFiber opticYesNoNoYesNoYesOne yearNoElectronic check93.556069.25No
7153-CHRBVFemale0YesYes57YesNoDSLYesNoYesYesNoNoOne yearYesMailed check59.33274.35No
0871-URUWOMale0YesNo13YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesCredit card (automatic)102.251359Yes
9190-MFJLNMale1NoNo19YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesCredit card (automatic)95.91777.9Yes
6198-PNNSZFemale0YesNo56YesYesFiber opticYesYesYesNoYesYesOne yearNoBank transfer (automatic)109.86109.65No
3317-VLGQTFemale0YesNo14YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check78.11122.4No
4132-POCZSMale0YesNo52NoNo phone serviceDSLYesNoNoNoNoYesMonth-to-monthYesElectronic check39.92020.9No
5614-DNZCEFemale0NoNo58YesNoDSLYesYesYesYesNoNoTwo yearYesCredit card (automatic)64.93795.45No
1095-JUDTCFemale1NoNo47YesYesFiber opticNoYesNoYesYesNoMonth-to-monthYesElectronic check95.054504.55Yes
3896-RCYYEFemale0NoNo67NoNo phone serviceDSLNoNoYesYesYesYesMonth-to-monthYesCredit card (automatic)53.43579.15No
9638-JIQYAMale0NoNo2NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)24.949.7No
3258-SANFRMale1NoNo6YesNoDSLNoNoNoNoNoNoMonth-to-monthNoCredit card (automatic)44.7276.5No
3726-TBHQTMale0YesYes71YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)1148175.9No
3190-ITQXPFemale0YesYes46YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.25890.35No
0870-VEMYLFemale0NoNo5YesNoDSLYesNoNoYesNoNoMonth-to-monthNoCredit card (automatic)53.85259.8Yes
4833-QTJNOMale1YesNo67YesYesFiber opticYesYesNoNoNoNoMonth-to-monthNoBank transfer (automatic)83.855588.8No
3039-MJSLNMale0NoYes3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)20.250.6No
0178-CIIKRFemale0NoNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.9558No
5385-SUIRIMale1YesNo52YesYesFiber opticYesNoYesNoYesYesMonth-to-monthYesElectronic check104.25568.35Yes
3982-XWFZQFemale0YesNo42YesYesDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check50.252203.65Yes
5774-QPLTFMale0YesYes50YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check20.35938.95No
2322-VCZHZMale1YesNo23YesNoFiber opticYesYesNoNoNoYesMonth-to-monthYesElectronic check902024.1No
5010-IPEAQFemale0YesYes67NoNo phone serviceDSLYesYesYesYesYesNoTwo yearNoCredit card (automatic)54.23623.95No
4009-ALQFHFemale0NoNo25YesNoFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check99.52369.05Yes
6383-ZTSIWFemale1YesNo39YesNoFiber opticYesYesNoNoYesYesOne yearNoMailed check99.13877.95No
8990-YOZLVFemale0NoNo69YesYesDSLYesYesNoYesNoNoTwo yearYesMailed check66.94577.9No
3069-SSVSNFemale0NoNo1NoNo phone serviceDSLNoNoNoNoNoNoOne yearNoMailed check25.8525.85No
5222-IMUKTMale0NoNo32YesNoFiber opticNoNoNoNoYesYesMonth-to-monthNoElectronic check91.052871.5No
3627-FCRDWFemale0NoNo9YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check71672.55Yes
7562-GSUHKFemale0NoNo16YesNoFiber opticNoYesYesNoNoYesMonth-to-monthYesCredit card (automatic)93.21573.7Yes
6685-XSHHUMale0YesYes60YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)20.951270.55No
8901-UPRHRFemale0YesYes72YesYesFiber opticNoYesYesYesYesYesTwo yearYesBank transfer (automatic)109.27711.45No
4903-UYAVBMale0YesNo5YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.35126.05Yes
0118-JPNOYFemale1NoNo26YesNoFiber opticYesNoNoNoYesNoMonth-to-monthYesCredit card (automatic)85.82193.65No
6776-TLWOIMale0NoNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.8564.55Yes
3845-FXCYSMale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check19.6531.2No
5857-XRECVFemale0NoYes2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)20.538.25No
0725-CXOTMFemale0NoNo36YesYesDSLYesNoYesYesYesYesOne yearYesCredit card (automatic)89.653348.1No
4343-EJVQBMale0NoNo7YesNoFiber opticYesNoNoNoNoNoMonth-to-monthNoMailed check74.35533.6No
9000-PLFUZFemale1YesNo60NoNo phone serviceDSLNoYesNoNoYesYesTwo yearYesCredit card (automatic)49.452907.55No
3427-GGZZIFemale0YesNo19YesYesFiber opticNoYesNoNoNoYesMonth-to-monthYesElectronic check89.11620.8No
7779-ORAELMale1YesNo45YesYesDSLYesNoYesYesNoYesTwo yearNoCredit card (automatic)75.153480.35No
0644-OQMDKMale1NoNo4YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.65293.85No
4077-CROMMFemale0YesYes31YesYesFiber opticNoNoYesYesYesYesMonth-to-monthYesElectronic check104.23243.45Yes
3154-CFSZGMale0YesYes47YesNoFiber opticYesNoYesNoNoYesMonth-to-monthNoElectronic check90.054137.2No
2868-MZAGQMale0NoNo1YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check79.2579.25Yes
4847-QNOKAFemale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)44.944.9Yes
2220-IAHLSFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)19.419.4No
1658-XUHBXFemale1YesYes59YesYesFiber opticNoNoYesNoNoYesMonth-to-monthYesCredit card (automatic)88.755348.65No
6379-RXJRQMale0YesNo10YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.1659.65Yes
2378-HTWFWMale1NoNo35YesYesFiber opticYesNoNoNoNoYesMonth-to-monthNoCredit card (automatic)913180.5No
8650-RHRKEMale0NoNo4NoNo phone serviceDSLNoNoYesNoNoNoMonth-to-monthYesElectronic check29.65118.5Yes
4377-VDHYIMale0YesYes32YesNoFiber opticYesYesNoNoNoYesOne yearYesElectronic check90.83023.85No
0475-RIJEPMale0NoNo43YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check77.853365.85Yes
1260-TTRXIMale0NoNo4YesNoDSLNoNoNoNoNoYesMonth-to-monthNoElectronic check54.3195.3Yes
3719-TDVQBFemale1YesNo54YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check18.951031.1No
6328-ZPBGNFemale1NoNo11YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesBank transfer (automatic)95.15997.65Yes
0201-MIBOLFemale1NoNo66YesYesFiber opticYesNoNoNoYesYesTwo yearYesBank transfer (automatic)102.46471.85No
4937-QPZPOMale0YesYes61YesYesFiber opticNoNoYesNoYesYesOne yearYesElectronic check99.96241.35No
2925-VDZHYMale0YesYes72YesYesDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)88.76501.35No
6981-TDRFTMale0YesYes44NoNo phone serviceDSLNoNoYesYesYesYesOne yearYesElectronic check54.32317.1No
3413-CSSTHMale0NoNo41YesYesDSLNoNoYesNoNoNoMonth-to-monthYesBank transfer (automatic)55.72237.55No
8033-VCZGHMale0YesNo50YesYesFiber opticYesNoYesNoYesYesOne yearYesElectronic check103.955231.3No
4789-KWMXNMale0YesNo47YesYesFiber opticYesNoYesYesYesYesOne yearYesCredit card (automatic)110.855275.8Yes
0224-NIJLPMale0YesYes8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.15165.5No
7542-CYDDMMale0NoNo18YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.05358.5No
4718-WXBGIMale0YesYes72YesYesDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)91.956614.9No
2867-UIMSSMale0NoNo1YesNoFiber opticNoNoNoNoNoYesMonth-to-monthNoElectronic check80.580.5Yes
8495-PRWFHFemale1NoNo42YesYesDSLNoNoYesNoNoNoMonth-to-monthNoElectronic check55.652421.75No
0439-IFYUNFemale1NoNo18YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check74.71294.6No
5716-LIBJCFemale0NoYes13YesYesFiber opticNoYesYesNoYesYesOne yearYesCredit card (automatic)104.151299.1No
2868-LLSKMFemale0YesYes68YesYesFiber opticNoYesNoYesNoNoOne yearYesBank transfer (automatic)83.655733.4No
8111-RKSPXMale0NoNo4YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)72.2305.55Yes
2988-QRAJYMale0NoNo69YesYesFiber opticYesYesYesNoYesYesTwo yearYesCredit card (automatic)110.057430.75No
1585-MQSSUMale0NoNo17YesNoDSLNoNoNoYesNoNoMonth-to-monthNoMailed check51.5900.5Yes
0071-NDAFPMale0YesYes25YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.5630.6No
2856-NNASMMale1NoNo43YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesMailed check89.553856.75Yes
7328-ZJAJOFemale0YesYes59YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.51222.65No
6458-CYIDZFemale1NoNo5YesNoFiber opticYesYesNoNoNoNoMonth-to-monthNoElectronic check80.7374.8No
8559-CIZFVMale0YesYes21YesYesDSLYesYesNoYesYesNoOne yearNoMailed check77.51625Yes
1090-PYKCIFemale0YesYes69YesYesFiber opticYesYesYesYesYesNoOne yearYesCredit card (automatic)105.17234.8No
3058-WQDREMale0NoNo13NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)25.15331.85No
7547-EKNFSMale0YesNo42YesYesFiber opticNoYesYesNoYesNoMonth-to-monthYesBank transfer (automatic)95.253959.35Yes
2279-AXJJKMale0YesNo52YesYesFiber opticNoYesNoYesNoYesMonth-to-monthYesCredit card (automatic)95.655088.4No
6769-DYBQNMale1NoNo46YesNoFiber opticYesNoNoNoNoYesMonth-to-monthNoElectronic check853969.4Yes
0909-SELIEMale0YesNo61YesYesDSLYesYesYesYesNoYesTwo yearYesBank transfer (automatic)80.84860.85No
3417-TSCICMale0NoNo29NoNo phone serviceDSLNoNoNoNoNoNoOne yearYesMailed check24.85788.05No
1042-HFUCWFemale0NoYes25YesNoDSLNoYesNoYesNoNoOne yearYesCredit card (automatic)54.751266.35No
4439-JMPMTFemale0YesYes5YesNoFiber opticNoNoNoYesYesNoMonth-to-monthYesElectronic check85.75470.95Yes
6537-OTKMYMale0NoNo15NoNo phone serviceDSLNoNoYesNoYesYesOne yearNoElectronic check50.75688.2No
8999-EXMNOFemale0YesYes19YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.15387.7No
6725-TPKJOMale0NoNo44YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.05845.25No
2446-BEGGBFemale1NoNo6YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check98.25560.6Yes
7162-WPHPMMale0YesYes58YesYesDSLYesYesYesYesNoNoTwo yearNoCredit card (automatic)71.64230.25No
1599-MMYRQMale0YesYes62YesNoFiber opticYesYesNoNoNoNoOne yearYesCredit card (automatic)81.454983.05No
8821-KVZKQFemale0YesYes70NoNo phone serviceDSLNoYesYesYesYesYesOne yearYesBank transfer (automatic)58.44113.15No
1496-GGSUKFemale1NoNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesMailed check25.725.7Yes
6434-TTGJPMale0YesYes10NoNo phone serviceDSLYesYesYesYesNoYesTwo yearNoCredit card (automatic)53.7521No
0042-JVWOJMale0NoNo26YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)19.6471.85No
0130-SXOUNMale0NoNo66YesYesFiber opticNoYesNoNoNoYesMonth-to-monthNoCredit card (automatic)89.45976.9No
2575-GFSOEFemale0YesYes7YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69506.9Yes
2330-PQGDQMale0YesYes51YesYesFiber opticNoYesNoYesNoNoOne yearNoBank transfer (automatic)84.24299.75No
1452-UZOSFMale0YesYes72YesYesFiber opticYesYesYesYesYesNoTwo yearYesCredit card (automatic)106.17548.6No
2097-YVPKNMale0NoNo65YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.751654.75No
2842-JTCCUMale0NoNo2YesNoDSLNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)46.0580.35Yes
8597-CTXVJMale0NoYes70YesYesDSLYesYesNoYesNoNoOne yearNoBank transfer (automatic)64.954551.5No
6631-HMANXMale0YesNo72YesYesDSLNoYesYesYesYesYesTwo yearYesCredit card (automatic)85.456227.5No
9962-BFPDUFemale0YesYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.0520.05No
3296-SILRAFemale1YesNo1YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesMailed check76.476.4Yes
9681-OXGVCFemale0NoNo5YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check100.5514Yes
6394-HHHZMMale0NoNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.757.5No
5995-LFTLEMale0NoNo58YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)25.31474.35No
5180-UCIIQMale1YesYes22NoNo phone serviceDSLYesNoNoNoNoYesMonth-to-monthNoMailed check40.05880.2Yes
1932-UEDCXMale1YesNo33YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesBank transfer (automatic)100.63270.25No
7153-OANIOMale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check69.9569.95Yes
5188-HGMLPMale1YesNo54YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)743919.15No
0665-XHDJUMale0YesNo72YesYesFiber opticNoYesNoNoYesYesTwo yearYesElectronic check99.47285.7No
6521-YYTYIMale0NoYes1YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check93.393.3Yes
8878-HMWBVMale0NoNo3YesNoDSLNoNoYesNoNoNoMonth-to-monthYesElectronic check49.15169.05Yes
8265-HKSOWFemale0YesYes72YesYesFiber opticYesYesYesYesNoYesTwo yearNoCredit card (automatic)107.457658.3No
3544-FBCASFemale0YesYes72YesYesDSLYesYesYesNoYesYesTwo yearYesCredit card (automatic)83.65959.3No
5331-RGMTTMale1YesNo54YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesCredit card (automatic)99.055295.7No
4759-PXTANFemale0YesNo59YesYesDSLNoYesNoYesYesYesOne yearYesElectronic check80.14693.2No
7054-DMVASMale0NoNo54YesNoDSLYesYesNoNoYesNoTwo yearYesBank transfer (automatic)65.33512.9No
3428-MMGUBMale0NoNo60YesYesFiber opticNoNoYesNoYesNoTwo yearYesElectronic check89.555231.2No
6549-BTYPGFemale0YesNo60NoNo phone serviceDSLNoYesYesYesYesYesTwo yearNoCredit card (automatic)60.83603.45No
7823-JSOAGMale0NoNo3YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check74.5217.45No
3705-RHRFRFemale0YesNo69YesYesFiber opticYesNoNoNoYesYesTwo yearNoBank transfer (automatic)99.156875.35No
9374-YOLBJFemale0YesYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoElectronic check19.2519.25No
9074-KGVOXMale0YesYes50NoNo phone serviceDSLYesNoNoNoYesNoMonth-to-monthYesCredit card (automatic)39.452021.35No
6128-DAFVYFemale0NoNo56NoNo phone serviceDSLNoNoNoNoYesYesMonth-to-monthYesCredit card (automatic)44.852564.95No
9933-QRGTXFemale0YesNo60YesNoFiber opticYesNoNoYesYesYesTwo yearYesElectronic check97.25611.75No
4476-OSWTNMale1YesNo69YesYesFiber opticYesNoYesYesYesYesOne yearYesMailed check110.557610.1No
3751-KTZELFemale0NoNo1NoNo phone serviceDSLNoNoNoNoNoYesMonth-to-monthNoMailed check35.0535.05Yes
1977-STDKIFemale1NoNo1YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check7373Yes
5066-GFJMMFemale0YesNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.945.75No
2661-GKBTKMale0YesYes60YesNoDSLNoYesNoYesYesYesTwo yearNoBank transfer (automatic)76.954543.95No
0458-HEUZGFemale0NoNo13NoNo phone serviceDSLNoNoYesYesNoNoTwo yearNoMailed check35.4450.4No
7268-WNTCPMale0YesYes62YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.451297.35No
0824-VWDPOFemale0NoNo45YesYesFiber opticYesYesNoNoNoYesOne yearNoBank transfer (automatic)96.754442.75No
8409-WQJUXFemale0NoNo25NoNo phone serviceDSLNoNoYesYesYesYesOne yearNoElectronic check54.21423.15No
2578-JQPHZMale0NoNo44YesNoFiber opticNoNoYesYesYesYesTwo yearNoBank transfer (automatic)100.14378.35No
3278-FSIXXFemale0NoNo2YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check45.2574.2No
5813-UECBUMale1NoNo33YesYesFiber opticNoYesYesNoNoNoMonth-to-monthYesCredit card (automatic)83.852716.3Yes
0328-GRPMVFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.170.1Yes
9746-UGFACFemale0NoNo22YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)20.85450.65No
2946-KIQSPFemale0NoNo35NoNo phone serviceDSLNoNoYesYesNoNoMonth-to-monthYesMailed check33.451175.85No
0625-AFOHSFemale0YesYes29YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.2558.8No
6726-WEXXKMale1YesNo27YesYesFiber opticYesNoYesNoNoNoOne yearYesElectronic check85.92220.1No
4636-OLWOEMale0NoYes54YesNoDSLNoYesYesYesNoNoOne yearYesElectronic check613283.05No
4342-HENTKFemale1NoNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.65142.35Yes
4685-ERGHKMale0NoNo57YesYesFiber opticNoNoNoNoYesNoOne yearYesElectronic check86.94939.25No
0885-HMGPYMale0NoNo62YesYesDSLYesYesYesYesNoNoTwo yearNoBank transfer (automatic)69.44237.5No
5003-OKNNKFemale0YesYes15YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)20.35335.95No
4195-SMMNXMale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.3533.2Yes
7208-PSIHRFemale0YesNo70YesYesFiber opticNoNoYesYesYesYesTwo yearYesBank transfer (automatic)104.37188.5No
4012-ZTHBRFemale0YesYes21YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check44.95926.25No
0489-WMEMGFemale0NoYes23YesNoDSLNoNoNoYesNoNoOne yearYesElectronic check49.451119.35No
7435-ZNUYYMale0NoNo6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.6116.6No
1354-YZFNBMale0YesYes4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.5568.8No
6956-SMUCMFemale0NoNo3YesNoFiber opticYesNoYesNoYesYesMonth-to-monthYesCredit card (automatic)99287.4Yes
2985-FMWYFFemale0NoNo23YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check93.52341.55No
2812-ENYMOMale0NoNo26NoNo phone serviceDSLYesNoNoYesYesYesOne yearNoCredit card (automatic)54.551362.85No
2717-HVIZYFemale0NoYes8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.05163.6No
3223-WZWJMMale0NoNo26YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check83.952254.2Yes
3422-GALYPMale0NoNo2YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check79.45145.15No
9053-JZFKVMale0NoNo67YesYesFiber opticYesYesYesYesYesYesTwo yearNoCredit card (automatic)116.27752.3Yes
2530-ENDWQFemale0YesNo71YesYesFiber opticNoNoNoNoYesYesTwo yearYesBank transfer (automatic)93.76585.35Yes
2890-WFBHUFemale0NoNo59YesYesDSLYesYesYesYesNoYesOne yearNoCredit card (automatic)79.854786.1No
0327-WFZSYMale0YesYes39YesYesFiber opticNoNoYesNoYesYesOne yearNoElectronic check1003835.55No
7977-HXJKUMale0NoYes21YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.6397No
6615-ZGEDRMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.719.7Yes
7033-CLAMMFemale0YesYes48YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.21027.25No
4023-RTIQMFemale1YesNo31NoNo phone serviceDSLYesYesYesNoNoYesOne yearYesCredit card (automatic)50.41580.1No
0864-FVJNJFemale0YesYes64YesYesFiber opticYesYesYesYesYesYesOne yearNoElectronic check113.357222.75No
7356-IWLFWMale0YesYes46YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)803769.7No
9541-PWTWOFemale0NoNo52YesYesDSLNoNoYesYesYesYesTwo yearYesBank transfer (automatic)80.954233.95No
3967-VQOGCFemale0YesYes67YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check24.91680.25No
7872-RDDLZFemale1NoNo67YesYesDSLNoYesNoNoNoNoMonth-to-monthNoElectronic check54.93725.5No
9250-WYPLLFemale0NoNo5YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check75.55413.65Yes
6308-CQRBUFemale0YesNo71YesYesFiber opticNoYesYesYesYesYesTwo yearNoElectronic check109.257707.7No
2754-XBHTBFemale0NoNo9YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesBank transfer (automatic)77.65714.15Yes
1597-LHYNCFemale1NoNo26YesYesFiber opticYesYesNoNoNoYesMonth-to-monthYesElectronic check952497.2Yes
0186-CAERRMale0NoNo71YesYesFiber opticYesYesYesYesYesYesOne yearYesBank transfer (automatic)116.38309.55No
3043-SUDUAFemale0NoNo32YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)19.9601.55No
5442-BHQNGFemale0NoNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check70.35139.25No
2169-RRLFWFemale0YesNo71YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.61888.25No
5872-OEQNHFemale0NoNo60NoNo phone serviceDSLYesNoYesNoNoYesOne yearYesElectronic check44.452773.9No
3162-KKZXOFemale1NoNo55YesYesFiber opticNoNoYesNoYesYesOne yearYesElectronic check100.155409.75No
7055-VKGDAMale0NoNo54YesNoFiber opticYesYesNoYesYesYesOne yearYesCredit card (automatic)105.45643.4Yes
0754-UKWQPMale0NoNo2YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check95.85197.7Yes
8873-GLDMHFemale0NoNo6YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check73.85401.3No
5696-JVVQYFemale0YesYes48YesNoDSLYesYesYesNoNoYesTwo yearYesCredit card (automatic)70.13238.4No
8946-BFWSGMale0YesYes63YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.251573.05No
7493-TPUWZMale0NoNo1YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check79.1579.15Yes
0547-HURJBMale0NoYes12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)21.05235.8No
8904-OPDCKMale1YesNo54NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)24.951364.75No
8845-LWKGEFemale0YesYes30YesNoDSLNoNoYesYesYesNoOne yearYesElectronic check64.51985.15No
1577-HKTFGFemale0YesNo30YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)19.65655.85Yes
8752-STIVRFemale0NoNo4YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check79303.15Yes
0691-NIKRIFemale0NoNo40YesYesFiber opticNoNoYesYesYesYesOne yearYesCredit card (automatic)105.954335.2No
5022-JNQEQFemale0YesYes9YesNoFiber opticNoNoNoYesNoNoMonth-to-monthYesElectronic check75.85647.5No
4558-FANTWFemale0YesYes17YesNoFiber opticYesNoNoYesYesNoMonth-to-monthNoElectronic check91.851574.45Yes
3249-VHRIPFemale0NoNo62NoNo phone serviceDSLNoYesYesNoNoYesTwo yearYesCredit card (automatic)43.62748.7No
3736-BLEPAMale0NoNo28YesNoFiber opticNoYesNoYesYesNoOne yearYesBank transfer (automatic)91.252483.65No
4701-LKOZDFemale0NoNo70YesYesDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)89.756367.2No
6603-QWSPRFemale0NoNo46YesNoFiber opticNoYesYesYesYesYesTwo yearYesBank transfer (automatic)104.44904.2No
9921-QFQULFemale0YesNo23YesYesFiber opticNoNoYesNoNoYesMonth-to-monthNoMailed check90.152044.95No
1929-ZCBHEMale0YesYes47NoNo phone serviceDSLYesNoYesYesNoNoOne yearNoElectronic check40.31794.8No
4378-MYPGOMale0YesYes68YesNoFiber opticYesYesYesNoYesYesTwo yearYesBank transfer (automatic)105.257173.15No
8651-ENBZXFemale1NoNo60YesYesFiber opticNoNoYesYesYesYesOne yearYesElectronic check1066441.4Yes
4129-LYCOIFemale0NoYes67YesYesFiber opticNoYesNoYesYesYesTwo yearYesElectronic check1047039.05No
7798-JVXYMFemale0NoNo14YesNoDSLNoNoNoYesYesYesMonth-to-monthYesElectronic check69.65921.4No
8647-SDTWQMale0YesYes57YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.34018.35No
2696-ECXKCFemale0YesYes55YesYesFiber opticYesNoNoNoYesYesOne yearNoMailed check100.95448.6No
2081-KJSQFMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.2520.25No
7623-TRNQNMale0NoYes1YesNoDSLNoNoNoYesNoNoMonth-to-monthYesMailed check49.949.9Yes
3323-CPBWRMale0NoNo23YesYesFiber opticNoNoYesYesYesNoMonth-to-monthYesCredit card (automatic)96.92085.45No
9330-IJWIOFemale0NoNo13YesYesFiber opticYesNoNoNoYesYesMonth-to-monthYesElectronic check100.351358.85Yes
3384-CTMSFMale0YesNo47YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check104.15135.15No
0902-RFHOFMale0NoNo38YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.1730.1No
9286-DOJGFFemale1YesNo38YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)74.952869.85Yes
6048-QBXKLFemale1NoNo2YesYesDSLNoYesNoNoNoNoMonth-to-monthYesCredit card (automatic)56.55118.25No
9661-MHUMOMale1YesYes1YesNoDSLNoNoNoYesNoNoMonth-to-monthYesCredit card (automatic)49.2549.25Yes
7718-RXDGGMale0YesNo15YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)68.61108.6No
1025-FALIXFemale0NoNo26YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)69.051815.65No
3451-VAWLIFemale0YesYes35YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.7730.4No
3407-QGWLGMale0NoYes3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.0575.45No
1842-EZJMKMale0YesYes50YesYesFiber opticNoYesNoYesYesYesMonth-to-monthNoElectronic check103.75071.05Yes
2347-WKKAEMale0YesNo42YesYesFiber opticYesNoYesNoNoYesMonth-to-monthYesElectronic check94.44014.6No
8735-DCXNFMale0YesNo10YesNoDSLYesNoNoYesNoNoMonth-to-monthYesCredit card (automatic)54.95568.85No
3214-IYUUQFemale0YesNo61YesNoFiber opticYesYesNoYesNoYesOne yearNoBank transfer (automatic)93.75860.7No
1936-UAFEHFemale0NoNo68YesYesFiber opticYesYesNoYesYesYesTwo yearNoCredit card (automatic)110.257279.35No
3587-PMCOYMale0NoNo10YesNoFiber opticYesNoYesNoYesYesOne yearYesElectronic check98.91064.95No
8079-XRJRSMale0YesNo65YesYesFiber opticYesYesYesNoNoNoOne yearNoElectronic check89.755769.6Yes
1027-LKKQQFemale0YesYes72YesNoDSLYesNoYesYesYesYesTwo yearYesBank transfer (automatic)80.455886.85No
7148-XZPHAMale0YesYes55YesNoFiber opticNoYesNoYesNoNoMonth-to-monthNoElectronic check79.44238.45No
8073-IJDCMFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.320.3Yes
5309-TAIKLFemale0NoNo7YesNoDSLNoNoYesYesNoYesMonth-to-monthNoBank transfer (automatic)62.8418.3No
6856-RAURSFemale0NoNo2YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check74.9136.05No
8778-LMWTJFemale0NoNo9YesNoFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check74.85708.2No
9717-IOAAFMale0NoYes27YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)25.85788.55No
8884-ADFVNMale1YesNo7YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check101.95700.85Yes
2845-KDHVXFemale0YesNo64YesNoDSLNoYesYesYesNoYesTwo yearYesMailed check68.34378.8No
0848-SOMKOMale0NoNo70NoNo phone serviceDSLYesNoYesYesNoYesTwo yearNoBank transfer (automatic)48.43442.8No
2720-WGKHPMale1NoNo2YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check94181.7Yes
6734-FQAJXMale1NoNo67YesNoFiber opticYesYesNoYesYesYesTwo yearYesElectronic check105.057171.7No
2869-ADAWRFemale0NoNo45YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesCredit card (automatic)89.34016.85Yes
1535-VTJOQFemale0NoNo24YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.15553No
6368-TZZDTMale0YesYes4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.596.85No
0943-ZQPXHMale0YesYes44YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesBank transfer (automatic)92.954122.9No
1293-BSEUNFemale0YesYes72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check20.71482.3No
9894-EZEWGFemale0NoNo1YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesCredit card (automatic)74.374.3Yes
1302-TPUBNMale0NoNo66YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.351240.8No
7851-FLGGQMale0NoNo1NoNo phone serviceDSLNoYesNoYesNoYesMonth-to-monthYesMailed check44.6544.65Yes
0637-UBJRPMale0YesYes13YesNoFiber opticYesNoNoNoNoYesMonth-to-monthNoElectronic check84.051095.3Yes
0940-OUQECMale0NoNo10YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)80.7788.8Yes
2378-VTKDHMale1YesNo65YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check104.356578.55No
0927-CNGRHMale0NoYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.5519.55No
8608-OZTLBMale0YesYes38YesNoDSLYesYesYesYesYesNoOne yearNoElectronic check74.052802.3No
2335-GSODAMale0NoYes23NoNo phone serviceDSLYesNoYesYesNoNoTwo yearNoMailed check40.1857.75No
1952-DVVSWFemale0YesNo10YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.1184.4No
0702-PGIBZMale0NoYes4YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check101.7364.55Yes
6656-GULJQMale0YesYes72YesYesDSLYesNoYesYesYesYesTwo yearYesCredit card (automatic)83.556093.3No
9853-JFZDUFemale0YesNo35YesNoDSLNoYesNoYesNoNoMonth-to-monthNoElectronic check56.851861.1No
1963-VAUKVFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.420.4Yes
3777-XROBGFemale0YesYes58YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.551079.65No
6994-FGRHHMale0YesYes70YesNoFiber opticNoYesYesYesYesYesOne yearYesElectronic check106.157475.1No
4000-VGMQPMale0YesYes38YesYesDSLNoYesYesNoYesYesOne yearNoCredit card (automatic)78.952862.55No
3999-WRNGRFemale0YesYes60NoNo phone serviceDSLNoYesNoNoYesYesMonth-to-monthYesElectronic check49.753069.45No
3466-RITXDMale0NoNo26YesYesFiber opticYesYesNoNoYesNoMonth-to-monthYesCredit card (automatic)92.42349.8No
2680-XKKNJFemale0NoNo8YesNoDSLYesYesNoYesNoNoOne yearNoBank transfer (automatic)58.2469.25No
3058-HJCUYMale0YesYes41YesYesFiber opticNoNoYesYesYesYesOne yearYesElectronic check102.64213.35Yes
2974-GGUXSFemale1YesNo36YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesCredit card (automatic)91.953301.05No
7994-XIRTRMale1NoNo54YesNoDSLNoNoYesYesNoYesOne yearNoBank transfer (automatic)65.253529.95No
3259-FDWOYMale0YesYes71YesYesFiber opticNoYesYesNoYesYesTwo yearYesBank transfer (automatic)1067723.7Yes
2101-RANCDFemale0NoNo55YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check73.14144.9No
7921-BEPCIFemale0NoNo72YesYesDSLYesYesNoNoNoNoTwo yearNoBank transfer (automatic)59.754265No
0807-ZABDGFemale0NoYes3YesNoDSLYesNoNoYesNoNoMonth-to-monthYesMailed check55.1154.65Yes
8510-TMWYBFemale0YesYes54YesYesDSLNoYesYesNoNoNoTwo yearYesBank transfer (automatic)59.83246.45No
3258-ZKPAIMale0YesYes72YesYesFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)116.68337.45No
1428-IEDPRMale0NoNo52YesYesFiber opticYesNoYesYesYesYesTwo yearYesElectronic check109.35731.4No
5298-GSTLMFemale1NoNo60YesYesFiber opticYesNoNoNoYesYesOne yearYesBank transfer (automatic)101.46176.6No
4450-YOOHPFemale0NoNo39NoNo phone serviceDSLNoNoYesNoYesYesMonth-to-monthYesCredit card (automatic)50.651905.4No
6728-CZFEIFemale0NoNo15YesNoDSLNoNoNoNoYesNoOne yearNoMailed check56.15931.9No
5748-RNCJTMale0NoNo69YesYesFiber opticNoNoYesYesYesYesTwo yearYesBank transfer (automatic)106.57348.8Yes
3653-NCRDJMale0YesYes43YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check19.2776.25No
6121-TNHBOFemale1NoNo63YesYesDSLYesYesYesYesYesNoOne yearNoBank transfer (automatic)835243.05No
5119-NZPTVMale1YesNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check70.1141.65No
6519-ZHPXPFemale0YesYes72YesNoFiber opticYesYesYesYesYesYesTwo yearYesBank transfer (automatic)108.37679.65No
7739-LAXOGFemale0YesYes32YesYesFiber opticNoNoYesNoNoYesMonth-to-monthYesBank transfer (automatic)91.052954.5Yes
3472-QPRCHMale0YesYes40YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.251006.9No
8224-UAXBZFemale0YesNo58NoNo phone serviceDSLYesYesNoNoYesNoOne yearYesElectronic check45.352540.1No
9610-WCESFMale0NoNo67NoNo phone serviceDSLYesNoNoYesYesNoTwo yearNoElectronic check43.93097.2No
9776-CLUJAFemale1YesNo51YesYesFiber opticYesNoNoNoNoNoMonth-to-monthYesElectronic check77.53807.35Yes
2486-WYVVEMale0YesNo31YesYesDSLNoNoYesYesYesYesOne yearYesMailed check79.32484No
3865-ZYKADMale1YesNo69YesYesFiber opticYesYesNoNoNoNoMonth-to-monthYesCredit card (automatic)84.95785.65No
1422-DGUBXMale0YesNo32YesYesFiber opticNoNoNoYesNoNoOne yearYesElectronic check79.252619.15No
2999-AANRQFemale0NoNo21YesNoDSLYesYesNoYesYesNoTwo yearNoCredit card (automatic)71.051524.85No
8668-KNZTIMale0NoNo52YesNoDSLYesNoYesNoNoNoOne yearNoElectronic check53.752790.65No
0480-KYJVAFemale0YesYes72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)24.251784.5No
6034-ZRYCVFemale0YesNo72NoNo phone serviceDSLNoYesYesNoYesYesTwo yearYesElectronic check54.23937.45Yes
9746-YKGXBMale0YesYes52NoNo phone serviceDSLYesNoYesNoNoYesOne yearNoBank transfer (automatic)44.252276.1No
3926-YZVVXFemale0NoNo41YesNoDSLNoNoNoYesNoNoOne yearNoBank transfer (automatic)50.052029.05No
6000-UKLWIMale0NoNo41YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.15802.35No
2079-FBMZKFemale0NoNo6YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check69.25418.4Yes
6332-FBZRIMale0YesYes67YesYesDSLYesYesYesYesNoNoOne yearYesCredit card (automatic)69.354653.25No
2096-XOTMOFemale0YesYes16YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.35275.9No
3266-FTKHBMale0NoNo17YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.15343.45No
8221-EQDGLMale0YesNo35YesNoDSLYesYesYesNoNoNoMonth-to-monthNoMailed check612130.45No
2346-LOCWCFemale0YesYes58YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.51191.4No
6608-QQLVKMale0NoNo1YesNoDSLNoNoYesNoNoNoMonth-to-monthYesElectronic check50.550.5Yes
0298-XACETMale0YesYes52NoNo phone serviceDSLNoYesYesYesYesNoTwo yearNoMailed check50.22554No
7560-QJAVJFemale0NoNo70YesNoDSLYesNoYesYesYesYesTwo yearNoBank transfer (automatic)79.65589.45No
2995-YWTCDFemale0YesYes19YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)24.9467.7No
3551-HUAZHMale1NoNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.474.4Yes
9137-UIYPGFemale0YesYes35YesNoFiber opticYesNoYesYesYesYesMonth-to-monthYesElectronic check106.93756.45No
2809-ZMYOQFemale0NoNo32YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check101.353334.9No
5084-OOVCJFemale0YesYes17YesNoDSLYesNoNoYesNoNoMonth-to-monthYesCredit card (automatic)55.35920.5No
0254-WWRKDFemale0YesYes67YesNoDSLNoYesNoNoNoNoOne yearNoCredit card (automatic)50.553431.75No
7727-SHVZVFemale0NoNo9YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)19.5150.35No
6302-JGYRJMale0NoYes31YesYesDSLNoYesNoYesYesYesOne yearYesMailed check79.452587.7Yes
5339-PXDVHMale0NoNo4YesYesFiber opticYesNoNoNoYesNoMonth-to-monthNoElectronic check90.65367.95No
2205-LPVGLMale1YesYes58YesYesFiber opticYesYesNoYesNoNoOne yearYesBank transfer (automatic)89.855125.75No
8782-NUUOLMale0NoNo60YesNoDSLYesNoYesYesYesYesOne yearNoMailed check794801.1No
3685-YLCMQMale0NoNo58YesYesFiber opticNoNoYesYesYesYesOne yearYesElectronic check104.656219.6Yes
7601-WFVZVMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.5519.55No
4609-KNNWGFemale0YesYes27YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.9550.1No
4868-AADLVMale1YesYes66YesYesFiber opticYesYesYesYesYesYesOne yearYesElectronic check116.257862.25No
9529-OFXHYMale0NoNo15YesYesFiber opticYesNoNoNoYesNoMonth-to-monthYesBank transfer (automatic)87.751242.2No
8634-MPHTRMale1YesNo47YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check100.054871.05Yes
2669-QVCRGFemale0NoNo41YesYesFiber opticYesNoNoNoNoNoMonth-to-monthYesCredit card (automatic)81.33190.65No
2478-EEWWMMale0YesNo59NoNo phone serviceDSLNoNoNoNoYesYesMonth-to-monthYesElectronic check44.32666.75No
9174-IHETNFemale0NoYes50YesNoFiber opticNoNoNoNoNoNoTwo yearNoCredit card (automatic)70.353533.6No
2233-TXSIUMale0YesYes17NoNo phone serviceDSLYesNoYesNoYesNoOne yearNoCredit card (automatic)44.45792.15No
9644-UMGQAMale0YesYes6YesNoDSLYesNoNoNoNoNoMonth-to-monthYesElectronic check49.15295.65No
3256-EZDBIMale1YesNo51NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthYesCredit card (automatic)29.451459.35No
8761-NSOBCMale0NoNo44YesNoFiber opticNoYesNoYesYesYesMonth-to-monthNoElectronic check100.554398.15Yes
0419-YAAPXMale0YesNo49YesNoFiber opticNoYesNoNoYesNoMonth-to-monthYesCredit card (automatic)85.34297.95No
8413-VONUOMale0NoNo2YesNoFiber opticNoYesNoNoYesYesMonth-to-monthNoElectronic check95.65167.3Yes
0872-CASZJMale0YesNo59YesYesDSLYesNoNoYesNoYesOne yearYesMailed check69.14096.9No
4726-DLWQNMale1NoNo50YesYesDSLYesYesNoNoYesNoMonth-to-monthYesBank transfer (automatic)70.353454.6No
8164-OCKUJFemale0YesYes59YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.61286No
3094-JOJAIMale0NoNo18YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoMailed check74.151387No
9494-MRNYXMale0NoNo10YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check75.05786.3No
2599-CZABPMale0YesNo14YesNoDSLNoNoNoNoNoNoOne yearNoElectronic check44.6641.25No
7945-PRBVFMale0NoNo35YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)21.45705.45No
4544-RXFMGMale0YesYes8YesNoDSLNoNoNoNoNoNoOne yearYesMailed check43.45345.5No
0859-YGKFWMale0YesYes18YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)20.05345.9No
1150-FTQGNFemale0YesYes60YesYesFiber opticYesYesNoNoYesNoOne yearNoBank transfer (automatic)94.155811.8No
9223-UCPVTFemale0NoNo1YesNoFiber opticNoNoYesNoYesYesMonth-to-monthNoElectronic check94.494.4Yes
7196-LIWRHFemale0NoNo6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.55124.45No
5448-VWNAMFemale0NoYes19YesYesDSLYesYesNoYesYesNoMonth-to-monthYesMailed check75.91375.6No
1177-XZBJLMale0YesYes53YesYesDSLYesYesNoYesNoNoOne yearNoBank transfer (automatic)64.153491.55No
3518-FSTWGMale1YesNo72YesYesFiber opticYesYesYesNoYesYesTwo yearYesBank transfer (automatic)109.557920.7No
9330-VOFSZFemale0YesNo60YesYesFiber opticNoYesYesYesYesYesTwo yearYesCredit card (automatic)110.86640.7No
4351-QLCSUFemale0NoNo1YesNoDSLNoNoNoNoYesNoMonth-to-monthYesCredit card (automatic)5555Yes
0939-EREMRFemale0NoYes13YesNoDSLNoNoYesYesNoNoMonth-to-monthNoMailed check53.45718.1No
9389-ACWBIFemale0YesYes5YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoCredit card (automatic)69.95320.4No
5419-JPRRNMale0NoNo1YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check101.45101.45Yes
3644-QXEHNMale0YesYes13YesNoFiber opticNoNoYesNoYesYesMonth-to-monthNoElectronic check971334.45No
2911-IJORQMale0NoNo37YesYesDSLYesYesYesYesYesYesOne yearYesBank transfer (automatic)90.63358.65No
5921-NGYRHMale0YesNo64YesNoFiber opticYesNoNoNoNoNoMonth-to-monthYesMailed check73.554764No
2100-BDNSNFemale0YesNo5YesYesDSLNoNoYesYesYesNoMonth-to-monthNoBank transfer (automatic)67.95350.3Yes
5998-DZLYRFemale0YesNo61YesYesFiber opticNoYesNoYesNoYesTwo yearYesBank transfer (automatic)94.355703No
0488-GSLFRFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.569.5Yes
9318-NKNFCMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check18.8518.85Yes
3985-HOYPMMale0NoNo26YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.4525.55No
9728-FTTVZFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.269.2Yes
9548-LERKTMale0YesNo24YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.75483.15No
6576-FBXOJMale0YesNo17NoNo phone serviceDSLNoNoYesYesYesYesOne yearNoElectronic check54.6934.8No
4310-KEDTBFemale0NoYes26NoNo phone serviceDSLNoNoYesNoNoNoMonth-to-monthYesMailed check29.8786.5No
7254-IQWOZMale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.6569.65Yes
2474-BRUCMMale1YesNo40YesYesFiber opticYesNoNoNoYesYesMonth-to-monthNoElectronic check101.854086.3Yes
4062-HBMOSMale0NoNo52YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check103.055364.8No
0742-NXBGRFemale0NoNo1YesNoFiber opticNoYesYesNoNoNoMonth-to-monthYesElectronic check82.382.3Yes
2676-ISHSFMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.320.3No
9236-NDUCWFemale0NoNo21NoNo phone serviceDSLYesNoNoYesNoNoTwo yearNoMailed check35.1770.4No
4753-PADASFemale0YesNo67YesYesFiber opticNoYesYesNoYesYesOne yearYesBank transfer (automatic)105.76816.95No
6103-QCKFXFemale0YesYes44YesNoDSLYesNoNoYesNoNoMonth-to-monthNoBank transfer (automatic)56.252419.55No
7781-EWARAMale0YesYes70NoNo phone serviceDSLNoYesYesYesYesYesOne yearNoElectronic check60.354138.7No
6110-OHIHYMale0NoNo3YesNoFiber opticNoNoNoNoYesNoMonth-to-monthNoElectronic check79.25267.6Yes
7018-FPXHHMale0YesYes56YesNoDSLYesYesYesNoNoNoTwo yearYesBank transfer (automatic)59.83457.45No
5889-LFOLLFemale0NoNo13YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check84.61115.2Yes
5708-EVONKFemale0YesYes58YesYesFiber opticYesYesNoNoNoYesMonth-to-monthYesBank transfer (automatic)93.45435.6Yes
8708-XPXHZFemale0YesYes42YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check94.24186.3Yes
0616-ATFGBMale1YesNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check25.0525.05Yes
0572-ZJKLTFemale0YesYes46YesYesFiber opticYesNoYesYesNoYesTwo yearNoMailed check99.654630.2No
5135-RDDQLFemale0YesYes63YesNoDSLYesNoNoNoNoNoTwo yearYesBank transfer (automatic)50.653221.25No
1353-LJWEMMale0NoNo11YesNoDSLNoYesYesYesNoNoMonth-to-monthYesElectronic check60.9688.5No
1794-SWWKLMale0YesYes15YesYesDSLNoNoYesYesNoNoMonth-to-monthYesBank transfer (automatic)59.65867.1No
6166-YIPFOMale0YesNo72NoNo phone serviceDSLYesYesYesYesYesYesTwo yearYesElectronic check64.74746.05No
7016-BPGEUFemale0NoNo29NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)25.1712.85Yes
6876-ADESBMale0NoYes1YesNoDSLNoNoYesNoNoNoMonth-to-monthNoElectronic check48.9548.95Yes
9332-GYWLOFemale0YesYes6YesNoDSLNoNoNoNoYesNoMonth-to-monthNoElectronic check54.85355.1No
1963-SVUCVMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check45.345.3Yes
4184-VODJZMale0YesYes63YesYesFiber opticNoYesNoNoNoYesOne yearYesElectronic check91.355764.7No
0220-EBGCEMale0NoNo2YesNoFiber opticNoNoYesNoNoYesMonth-to-monthYesElectronic check85.85167.3Yes
1092-WPIVQFemale0YesYes18YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check25.1428.45No
7233-IOQNPFemale0YesNo43NoNo phone serviceDSLYesNoNoYesNoNoMonth-to-monthNoBank transfer (automatic)341505.35No
2834-JKOOWFemale0NoNo15NoNo phone serviceDSLYesYesYesYesNoNoOne yearNoMailed check45.9693.45No
2754-VDLTRMale0NoYes10YesYesFiber opticNoNoNoNoYesYesMonth-to-monthNoElectronic check95.2930.4Yes
2400-FEQMEMale0YesYes55YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.51177.95No
3190-XFANIMale0NoYes49YesYesFiber opticNoNoNoYesYesYesOne yearYesBank transfer (automatic)100.65069.65Yes
7551-DACSPMale0YesYes6YesNoDSLNoYesYesNoNoNoMonth-to-monthYesMailed check55.3324.25Yes
4957-SREECMale0YesYes70YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.351458.1No
7235-NXZCPMale1NoNo2YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check74.85156.4Yes
0230-UBYPQMale1YesNo63NoNo phone serviceDSLYesNoNoYesNoNoOne yearNoBank transfer (automatic)36.12298.9No
4923-ADWXJFemale0NoNo25YesNoDSLNoYesNoYesNoYesMonth-to-monthYesBank transfer (automatic)65.81679.65No
1763-KUAAWFemale1NoNo18YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)20.35369.6No
1104-TNLZAMale1YesNo28YesYesFiber opticNoYesNoYesYesYesMonth-to-monthYesElectronic check105.82998No
5195-KPUNQFemale1NoNo53YesNoFiber opticYesYesNoYesNoYesOne yearYesMailed check96.755206.55No
0520-FDVVTMale0NoNo35YesNoFiber opticNoYesYesNoYesYesOne yearYesBank transfer (automatic)102.353626.1Yes
3439-GVUSXMale0NoNo1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoMailed check24.424.4No
1444-VVSGWMale0YesNo70YesYesFiber opticYesYesYesYesYesYesOne yearNoCredit card (automatic)115.657968.85Yes
5712-PTIWWMale0NoNo2YesNoFiber opticNoNoYesYesNoNoMonth-to-monthYesElectronic check79.85152.45Yes
5949-HGVJLFemale0YesNo26YesNoDSLNoYesNoYesYesYesMonth-to-monthYesElectronic check73.051959.5No
5203-XEHAXFemale0NoNo34YesNoDSLYesYesNoNoNoYesOne yearNoElectronic check64.352053.05No
1635-HDGFTFemale0NoYes19YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.5398.55No
3315-TOTBPMale0NoNo15YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check761130.85Yes
8050-XGRVLFemale0YesYes62YesNoDSLYesNoYesNoNoNoOne yearNoCredit card (automatic)54.753425.35No
6661-HBGWLFemale1NoNo42YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesBank transfer (automatic)104.754323.45Yes
1518-VOWAVFemale0NoNo9YesNoDSLYesYesNoNoYesYesMonth-to-monthYesElectronic check74.65703.55Yes
9828-QHFBKMale0NoNo24YesNoDSLYesNoNoNoNoNoMonth-to-monthYesElectronic check51.151275.7No
3908-MKIMJMale1YesNo68NoNo phone serviceDSLYesYesYesNoNoNoTwo yearYesElectronic check41.952965.75No
5012-YSPJJMale0YesYes31YesNoDSLNoNoYesYesNoNoMonth-to-monthNoMailed check54.351647No
5909-ECHUIFemale0NoNo1YesNoDSLNoNoNoNoNoYesMonth-to-monthYesElectronic check56.2556.25Yes
1309-BXVOQMale0YesNo21YesYesFiber opticNoNoYesYesYesYesMonth-to-monthYesElectronic check106.12249.95Yes
6728-VOIFYFemale0YesNo63YesNoFiber opticNoYesNoNoYesYesOne yearYesElectronic check966109.75No
9317-WZPGVFemale1NoNo2YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesBank transfer (automatic)79.75159.4Yes
4891-NLUBAFemale0YesYes61NoNo phone serviceDSLNoYesYesYesYesYesTwo yearYesBank transfer (automatic)61.453751.15No
2856-HYAPGFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check68.6568.65Yes
8969-PRHFKMale0NoNo18YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.65411.25No
0661-KQHNKFemale0YesYes6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19105.5No
8709-KRDVLFemale0NoNo33YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check1003320.6No
4488-PSYCGMale0NoNo16YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)20.25327.45Yes
1427-VERSMFemale0YesNo56YesNoFiber opticNoNoYesYesYesYesMonth-to-monthYesElectronic check98.75669.5No
9801-NOSHQMale0NoYes23YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.8465.45No
6339-YPSAHMale0NoNo9YesNoFiber opticNoNoYesNoNoNoMonth-to-monthYesElectronic check73.8704.3No
3621-CEOVKFemale1YesNo14YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check100.21369.8Yes
6906-ANDWJMale0YesYes15YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)74.91107.25Yes
2159-TURXXMale0NoNo5YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)20.0595.55No
1548-FEHVLMale0YesNo61YesYesFiber opticYesYesNoNoYesYesMonth-to-monthYesElectronic check106.26375.2No
3795-CAWEXMale0YesYes70YesYesFiber opticYesYesYesYesYesYesTwo yearYesCredit card (automatic)116.558152.3No
6215-NQCPYMale0NoNo15YesYesFiber opticYesNoNoNoYesYesMonth-to-monthYesElectronic check99.71566.75No
5647-URDKAMale0YesYes8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.7130.25No
2229-DPMBIFemale0YesYes8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.5162.15No
9626-WEQRMFemale0NoNo4NoNo phone serviceDSLYesNoNoNoNoNoMonth-to-monthYesMailed check29.15110.05No
2188-SXWVTFemale0NoNo34YesNoDSLYesYesNoNoNoNoOne yearNoMailed check551885.15No
6258-PVZWJMale0YesNo68YesYesDSLYesYesYesYesYesYesTwo yearYesCredit card (automatic)90.86302.85No
1094-BKOSXFemale0YesYes45NoNo phone serviceDSLNoYesYesYesNoYesOne yearNoBank transfer (automatic)512264.5No
6969-MVBAIFemale1NoNo9YesYesFiber opticNoNoYesNoYesNoMonth-to-monthYesElectronic check90.1816.8No
2978-XXSOGFemale0NoNo22YesYesDSLYesNoNoYesNoNoMonth-to-monthYesMailed check59.051253.5No
2342-CKIAOFemale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.341.2No
6953-PBDINMale0YesNo70YesYesDSLNoYesYesYesYesNoTwo yearNoBank transfer (automatic)72.955265.55No
3898-BSJYFFemale0NoYes10YesYesDSLYesNoYesYesNoYesOne yearNoCredit card (automatic)73.55693.3No
3938-YFPXDMale0NoNo72YesYesDSLYesNoYesYesYesYesTwo yearNoCredit card (automatic)84.35997.1No
7696-AMHODFemale0YesYes49YesNoDSLNoYesYesNoYesYesOne yearNoCredit card (automatic)783824.2No
2453-SAFNSFemale1NoNo54YesYesDSLNoYesNoYesYesNoOne yearNoMailed check72.13886.05No
9558-IHEZXFemale0NoNo71YesYesFiber opticYesYesYesNoYesYesTwo yearYesCredit card (automatic)106.757283.25No
9617-UDPEUFemale0NoNo22YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check19.25412.55No
6340-DACFTFemale0YesYes50YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.551070.25No
4955-VCWBIFemale0YesYes43YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20817.95No
6813-GZQCGFemale0YesYes45YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)24.651171.3No
7426-GSWPOMale1NoNo64YesYesFiber opticYesYesNoNoYesYesMonth-to-monthYesBank transfer (automatic)103.56548.65No
3389-KTRXVFemale0YesYes23YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check23.85625.65No
3118-UHVVQFemale0YesNo68YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.81911.5No
1031-IIDEOFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.8570.85Yes
5832-XKAESMale0NoNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)69.8134.7Yes
3205-MXZRAMale0NoNo26YesNoDSLNoNoNoYesYesNoOne yearNoCredit card (automatic)59.451507No
4701-AHWMWMale0YesNo55NoNo phone serviceDSLNoNoYesYesYesYesMonth-to-monthYesBank transfer (automatic)54.552978.3Yes
8317-BVKSOMale0NoNo14YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check20.05299.3No
5702-KVQRDMale0YesNo71YesNoDSLYesNoYesYesYesYesTwo yearYesElectronic check82.555832.65No
0083-PIVIKMale0NoNo64YesYesDSLYesYesYesYesYesNoOne yearNoElectronic check81.255567.55No
9210-IAHGHFemale0NoNo7YesNoDSLNoNoNoYesYesYesMonth-to-monthYesCredit card (automatic)70.75450.8Yes
6169-PGNCDFemale0NoNo57YesNoDSLYesYesYesYesYesNoTwo yearYesCredit card (automatic)74.34166.35No
0023-XUOPTFemale0YesNo13YesYesFiber opticNoYesYesNoYesNoMonth-to-monthNoElectronic check94.11215.6Yes
4592-IWTJIFemale0YesYes3NoNo phone serviceDSLYesNoNoNoNoNoMonth-to-monthNoCredit card (automatic)29.791.7Yes
4909-JOUPPMale1YesNo72YesYesFiber opticNoYesYesYesYesYesTwo yearNoCredit card (automatic)109.77898.45No
4657-FWVFYFemale0YesYes40YesYesFiber opticNoYesYesNoYesNoMonth-to-monthYesCredit card (automatic)96.353915.4No
2257-BOVXDMale0YesNo14YesYesDSLNoNoNoYesYesNoMonth-to-monthYesCredit card (automatic)66.6979.5No
7729-JTEECMale0YesYes2YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check44.590.05No
7632-MNYOYMale1NoNo66YesYesFiber opticNoYesYesYesYesYesOne yearNoCredit card (automatic)110.97432.05Yes
6518-LGAOVFemale0YesNo38YesYesFiber opticNoNoYesYesYesYesMonth-to-monthYesElectronic check1054026.4Yes
7242-QZLXFMale0NoYes1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check25.325.3Yes
4576-CSAJHMale0NoNo22YesNoDSLNoYesNoYesNoNoOne yearYesCredit card (automatic)55.151193.05Yes
1000-AJSLDMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.120.1Yes
9696-RMYBAMale0NoNo5YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesMailed check80.1398.55No
8690-UPCZIMale0YesYes29YesYesDSLYesNoNoYesYesNoOne yearNoBank transfer (automatic)69.051958.45No
1062-LHZODMale0YesYes1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check69.969.9Yes
9770-LXDBKFemale0NoNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.463.15No
4086-WITJGMale0YesYes71YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.71301.1No
8344-WFMFHMale0NoYes9YesNoDSLNoYesNoNoNoNoMonth-to-monthYesElectronic check50.1484.05No
9600-NAXZNMale0NoNo43YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check101.44528Yes
8822-KNBHVFemale0NoNo48YesYesDSLYesYesYesNoYesYesOne yearYesCredit card (automatic)83.453887.85No
8404-FYDIBMale0NoNo26YesYesFiber opticYesYesNoNoNoNoMonth-to-monthYesCredit card (automatic)86.652208.75No
2791-SFVEWFemale0NoNo9YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)20.15238.15No
6457-USBERMale0NoNo1YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check80.880.8Yes
6762-NSODUFemale0YesYes46YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.4958.15No
4662-EKDPQMale0NoNo2YesYesDSLNoNoNoNoNoYesMonth-to-monthNoBank transfer (automatic)62.05118.3Yes
9248-OJYKKMale1NoNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check76.4576.45Yes
9888-ZCUMMMale0YesYes64NoNo phone serviceDSLYesNoYesYesYesYesTwo yearYesBank transfer (automatic)60.053845.45No
3398-FSHONFemale1NoNo12YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check91.31094.5Yes
3319-DWOEPMale1YesNo6YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check95.75573.75Yes
1074-WVEVGFemale0YesNo59YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.351267No
9979-RGMZTFemale0NoNo7YesNoFiber opticNoYesNoNoYesYesOne yearYesMailed check94.05633.45No
6437-UDQJMFemale1YesNo72YesYesDSLYesYesYesNoYesYesTwo yearYesCredit card (automatic)84.16129.65No
1226-IENZNMale1NoNo16YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check78.751218.25No
2108-GLPQBMale0YesNo25YesYesDSLNoNoYesNoNoNoMonth-to-monthNoCredit card (automatic)55.551405.3No
9259-PACGQFemale0YesNo34YesYesDSLYesYesNoYesNoNoMonth-to-monthNoElectronic check62.652274.9Yes
4415-IJZTPFemale0NoNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.574.5Yes
1465-VINDHFemale0YesYes10YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesCredit card (automatic)102.11068.85Yes
5474-LAMUQMale0YesNo24YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check20.1533.9No
3468-DRVQJFemale0YesYes10YesYesDSLYesYesNoNoYesNoOne yearNoElectronic check70.3676.15No
1122-YJBCSMale0YesNo69YesNoDSLYesYesNoNoNoNoOne yearYesCredit card (automatic)53.653804.4No
4990-ALDGWMale0NoNo57YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.751118.8No
4816-OKWNXMale0YesYes50YesNoFiber opticNoYesYesYesYesYesOne yearYesBank transfer (automatic)103.45236.4No
3315-IKYZQMale0YesYes28NoNo phone serviceDSLYesNoYesYesYesNoOne yearNoMailed check50.81386.8No
2810-FTLEMFemale0NoNo16YesNoDSLYesNoNoNoNoNoMonth-to-monthYesElectronic check50.15762.25Yes
4747-LCAQLMale0NoNo25YesNoDSLYesYesNoYesYesYesMonth-to-monthYesMailed check791902No
3411-WLRSQFemale1YesNo3YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)74.6239.05No
0898-XCGTFMale0YesNo61YesYesFiber opticNoNoNoNoYesYesOne yearYesBank transfer (automatic)96.55673.7No
8006-PYCSWFemale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.139.8No
8249-THVECMale0YesYes51YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.4997.75No
8722-PRFDVFemale0YesYes71YesNoDSLYesNoYesNoYesYesTwo yearNoCredit card (automatic)77.555574.35No
2164-SOQXLFemale0YesYes20YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.05406.05No
4020-KIUDIMale0YesYes6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)19.85138.85No
5850-BDWCYFemale0NoNo6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.2123.65No
2038-YSEZEFemale0NoNo29YesYesDSLYesYesNoYesNoNoMonth-to-monthNoMailed check67.451801.1No
0827-ITJPHMale0NoNo36YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)18.55689No
8799-OXZMDFemale0NoNo28NoNo phone serviceDSLNoNoYesNoNoNoMonth-to-monthYesMailed check29.75790.7No
1925-TIBLEFemale0YesNo7YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check86.5582.5Yes
1705-GUHPVFemale0NoNo63YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check24.21618.2No
4779-ZGICKMale0YesYes48YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check23.551173.35No
0048-PIHNLFemale0YesNo49YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoBank transfer (automatic)20.45900.9No
0818-OCPZOMale1NoNo27YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check81.452122.05Yes
3967-KXAPSMale0YesNo72YesYesDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)92.36719.9No
1447-GIQMRMale0YesNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.1569.15Yes
3704-IEAXFFemale0YesYes72NoNo phone serviceDSLNoYesNoYesYesYesTwo yearNoCredit card (automatic)53.653784No
6810-VCAEXFemale0NoNo47NoNo phone serviceDSLYesYesNoYesNoNoOne yearNoCredit card (automatic)39.651798.65No
0674-EYYZVFemale0NoNo1YesNoDSLNoNoNoNoYesNoMonth-to-monthYesElectronic check54.6554.65No
4480-MBMLBFemale0NoNo36YesYesFiber opticNoYesYesNoYesYesOne yearYesBank transfer (automatic)104.83886.45No
1395-OFUWCMale0YesYes43NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthNoCredit card (automatic)29.31224.05No
0822-QGCXAFemale1YesNo27YesYesDSLNoYesYesYesYesYesMonth-to-monthNoElectronic check83.852310.2No
0872-NXJYSFemale0NoNo9YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check79.55723.4Yes
2832-KJCRDFemale0NoNo38YesYesFiber opticNoNoYesYesYesYesMonth-to-monthYesElectronic check103.653988.5No
3588-WSTTJFemale1NoNo35YesYesFiber opticYesNoNoNoYesYesMonth-to-monthYesElectronic check99.053554.6No
4075-WKNIUFemale0YesYes0YesYesDSLNoYesYesYesYesNoTwo yearNoMailed check73.35 No
5090-EMGTCFemale0YesNo59YesNoFiber opticNoYesNoYesYesYesTwo yearYesMailed check100.056034.85No
2346-CZYILMale0NoNo27YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.35531.6No
3798-EPWRRFemale1NoNo2YesNoDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check43.9585.1No
6258-NGCNGMale0NoNo7YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check23.5173No
4186-ZBUEWFemale0NoNo36YesYesDSLNoYesNoYesNoYesOne yearYesMailed check70.72511.95No
5274-XHAKYFemale0YesYes41YesYesFiber opticYesYesNoNoYesNoMonth-to-monthYesBank transfer (automatic)94.33893.6No
1442-BQPVUFemale0NoNo13NoNo phone serviceDSLNoYesNoNoNoNoMonth-to-monthNoElectronic check29.15357.15No
3978-YNKDDMale0NoYes19YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)20.85467.5No
4940-KHCWDFemale0YesNo60NoNo phone serviceDSLYesYesNoYesNoNoTwo yearNoBank transfer (automatic)37.72288.7No
9412-ARGBXFemale0NoYes48YesNoFiber opticNoYesYesYesYesNoTwo yearYesMailed check95.54627.85Yes
1389-CXMLUMale1NoNo3YesYesFiber opticNoNoYesNoYesNoMonth-to-monthNoElectronic check91.05289.1Yes
9589-ABEPTMale0YesNo69YesYesFiber opticNoYesNoYesYesNoTwo yearYesMailed check92.456460.55No
9388-ZEYVTMale0NoNo43NoNo phone serviceDSLNoNoYesYesNoYesOne yearNoElectronic check44.151931.3No
0305-SQECBFemale0NoYes11NoNo phone serviceDSLYesNoNoYesNoNoOne yearYesMailed check36.05402.6No
7605-SNLQGFemale0YesNo45YesNoDSLNoNoYesNoNoNoMonth-to-monthYesCredit card (automatic)50.252221.55No
4670-TABXHMale0YesNo72YesYesFiber opticNoYesYesYesYesYesTwo yearYesCredit card (automatic)109.757758.9No
5561-NWEVXFemale1YesNo2YesYesFiber opticNoNoYesNoNoNoMonth-to-monthNoElectronic check79.2172.85Yes
0064-SUDOGFemale0YesYes12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.3224.5No
8561-NMTBDFemale0YesYes67YesYesFiber opticNoYesYesYesYesYesOne yearYesCredit card (automatic)112.357388.45No
5161-XEUVXMale0YesNo37YesYesFiber opticNoNoYesYesYesNoTwo yearNoMailed check94.33460.95No
8292-FRFZQFemale0NoNo39NoNo phone serviceDSLYesYesNoYesNoNoOne yearNoBank transfer (automatic)41.151700.9No
8591-NXRCVFemale0NoNo41YesYesDSLYesNoYesYesNoYesMonth-to-monthYesBank transfer (automatic)74.653090.65No
7895-VONWTFemale0NoNo25NoNo phone serviceDSLNoNoYesNoYesYesMonth-to-monthYesElectronic check48.251293.8No
4526-RMTLLMale0YesYes8YesYesDSLYesYesNoYesNoYesTwo yearYesCredit card (automatic)76.15645.8No
6253-GNHWHFemale0YesYes71YesYesDSLYesYesYesYesNoNoTwo yearNoMailed check71.15224.95No
4566-NECEVMale0NoNo5YesYesFiber opticNoYesYesNoNoYesMonth-to-monthNoElectronic check96.55500.1No
8080-POTJRFemale0NoNo30YesYesDSLYesNoYesNoYesYesOne yearYesCredit card (automatic)79.32427.1No
6906-MPARYMale0NoNo40YesNoFiber opticNoYesNoYesNoYesOne yearYesCredit card (automatic)89.63488.15No
3662-FXJFOFemale0NoNo54YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check20.51035.7No
8107-RZLNVMale0YesNo72YesYesFiber opticNoYesYesNoYesYesTwo yearYesBank transfer (automatic)106.37565.35No
0516-OOHARMale0YesYes28YesNoFiber opticNoYesYesNoYesYesOne yearNoBank transfer (automatic)100.352799No
2027-CWDNUMale0YesYes18YesNoFiber opticNoNoNoYesNoYesMonth-to-monthYesElectronic check85.61601.5No
2737-WFVYWFemale0NoNo2NoNo phone serviceDSLNoNoNoNoYesYesMonth-to-monthYesElectronic check45.2585.5Yes
9912-OMZDSFemale0YesYes59YesYesFiber opticNoYesYesNoYesYesOne yearYesElectronic check106.156256.2No
3733-ZEECPMale0YesYes22YesNoDSLNoNoNoYesNoNoMonth-to-monthYesElectronic check51.11232.9No
7878-RTCZGFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.919.9No
2452-MRMZFFemale1YesNo72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)25.71937.4No
2272-QAGFOFemale1NoNo14YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.31096.25Yes
7103-IPXPJMale0YesNo50YesYesFiber opticNoNoNoYesYesYesOne yearNoElectronic check99.45059.75No
4342-HFXWSFemale0YesYes48YesNoDSLYesNoYesYesYesNoOne yearNoBank transfer (automatic)69.73023.65No
3545-CNWRGFemale0YesYes49YesYesFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check98.354889.2No
1785-BPHTPMale0YesYes28YesNoFiber opticNoNoYesNoYesNoMonth-to-monthNoElectronic check85.452289.9No
4989-LIXVTMale1NoNo68YesYesFiber opticNoYesYesNoNoYesMonth-to-monthYesElectronic check95.96503.2No
7315-WYOAWMale0NoNo13YesYesFiber opticNoNoNoYesYesYesMonth-to-monthNoElectronic check100.751313.25No
1173-XZPYFFemale0NoNo11YesYesFiber opticNoNoYesNoYesNoMonth-to-monthYesElectronic check89.2990.3No
9850-OWRHQFemale0YesNo3YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)74.1228Yes
3768-NLUBHMale1YesNo57YesYesFiber opticNoNoYesNoYesYesMonth-to-monthNoElectronic check100.65746.15Yes
8676-TRMJSMale0NoNo3YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoMailed check75209.1Yes
2509-TFPJUMale0YesNo72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.751864.2No
9530-GRMJGMale0YesYes70YesYesDSLNoYesYesYesYesYesTwo yearYesElectronic check84.15979.7No
6898-RBTLUFemale0YesYes49YesYesDSLNoYesNoYesYesYesTwo yearNoBank transfer (automatic)79.33902.45No
5481-NTDOHFemale1YesNo67YesYesFiber opticYesNoYesNoYesYesOne yearYesCredit card (automatic)107.057142.5No
2068-WWXQZMale0NoNo46YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.05902No
7359-SSBJKFemale1NoNo64YesNoDSLYesYesNoYesYesNoTwo yearYesCredit card (automatic)70.24481Yes
2061-VVFSTFemale0YesNo37YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)19.5805.2No
0685-MLYYMFemale1NoNo2YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check70.75154.85Yes
0749-IRGQEFemale1YesNo13NoNo phone serviceDSLNoNoNoNoYesYesMonth-to-monthNoElectronic check45.3528.45No
2380-DAMQPFemale0YesNo72YesYesFiber opticYesYesYesYesYesYesTwo yearNoElectronic check115.158349.7No
2256-YLYLPMale0YesYes68YesNoDSLNoNoYesYesYesYesTwo yearYesBank transfer (automatic)72.954953.25No
1272-ILHFGMale0YesYes15YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.65332.65No
0164-XAIRPFemale0NoNo24YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)19.55470.2No
5666-CYCYZFemale0NoNo24YesYesFiber opticNoNoNoYesNoYesMonth-to-monthYesElectronic check89.552259.35No
4011-ARPHKMale0NoNo27YesNoDSLYesNoNoNoNoNoMonth-to-monthNoMailed check50.351411.35No
8182-PNAGIMale0NoNo12YesNoDSLNoNoNoYesNoNoMonth-to-monthNoBank transfer (automatic)50.25593.75Yes
6365-HITVUFemale0YesYes71YesNoDSLYesYesYesYesYesYesTwo yearNoCredit card (automatic)87.256328.7No
7558-IMLMTMale0YesYes67YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check20.81411.9No
9488-FYQAUFemale0YesNo63YesYesFiber opticNoYesYesYesYesYesTwo yearYesBank transfer (automatic)109.256841.4No
3590-TCXTBMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.3520.35No
6994-KERXLMale0NoNo4YesNoDSLNoNoNoNoNoYesMonth-to-monthYesElectronic check55.9238.5No
7957-RYHQDFemale1NoNo40YesNoFiber opticYesYesNoNoNoNoMonth-to-monthYesCredit card (automatic)79.23233.85Yes
2180-DXNEGFemale0NoNo12YesNoFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check961062.1Yes
1960-UOTYMMale0YesYes52YesNoDSLYesYesYesNoYesYesTwo yearNoElectronic check79.24016.3No
2740-JFBOKMale0NoNo10YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check24226.55No
6500-JVEGCMale0NoNo68YesYesFiber opticYesYesYesNoYesNoOne yearNoBank transfer (automatic)101.357110.75No
5515-AKOAJFemale0NoNo54YesYesFiber opticNoNoNoYesYesYesMonth-to-monthYesElectronic check100.15440.9Yes
8976-OQHGTFemale0YesYes4YesNoDSLNoYesNoYesNoNoMonth-to-monthNoMailed check56.5235.1Yes
5245-VDBURFemale0YesNo52NoNo phone serviceDSLYesNoYesNoNoNoOne yearNoMailed check35.451958.95No
6230-BSUXYFemale1NoNo1YesNoFiber opticNoNoYesNoNoYesMonth-to-monthYesElectronic check8585Yes
8469-SNFFHMale0YesNo70YesYesDSLYesYesYesYesYesNoOne yearNoBank transfer (automatic)79.45528.9No
2144-ESWKOMale0NoNo43NoNo phone serviceDSLYesNoYesNoNoNoOne yearYesCredit card (automatic)35.21463.7No
1241-FPMOFMale0NoNo52YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.651025.05No
9928-BZVLZFemale0NoNo12NoNo phone serviceDSLYesNoYesYesNoYesTwo yearNoMailed check49.85552.1No
4114-QMKVNFemale0YesYes56YesYesDSLYesYesNoNoNoYesOne yearNoBank transfer (automatic)68.753815.4No
2775-SEFEEMale0NoYes0YesYesDSLYesYesNoYesNoNoTwo yearYesBank transfer (automatic)61.9 No
9003-CPATHMale0NoNo42YesYesFiber opticNoNoYesNoNoNoMonth-to-monthNoElectronic check79.93313.4No
1754-GKYPYMale1YesNo22YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesBank transfer (automatic)89.751938.9No
5294-CDGWYMale0YesYes51NoNo phone serviceDSLYesYesYesNoYesYesOne yearNoElectronic check59.33014.65Yes
7956-XQWGUMale0NoNo27YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)19.4460.25No
1591-MQJTPMale1YesNo51YesYesFiber opticYesNoYesNoNoYesOne yearYesBank transfer (automatic)93.654839.15No
5295-PCJOOMale0NoYes4YesNoDSLYesNoNoNoNoNoMonth-to-monthYesElectronic check49.4184.4Yes
2369-FEVNOMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.919.9No
9863-JZAICMale0NoNo35YesNoDSLNoNoNoNoYesNoMonth-to-monthNoMailed check552010.55Yes
7471-MQPOSMale1YesYes71YesYesDSLNoYesYesYesNoYesOne yearYesBank transfer (automatic)72.95139.65No
7660-HDPJVFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.269.2Yes
5115-SQAAUFemale0YesYes69YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)25.61673.4No
9845-QOMADMale0YesYes14YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check19.75309.35No
7672-VFMXZMale0YesNo57YesNoDSLYesNoNoYesNoNoMonth-to-monthNoElectronic check55.73171.6No
9739-JLPQJFemale0YesYes72YesYesFiber opticYesYesYesYesYesYesTwo yearNoCredit card (automatic)117.58670.1No
9916-AYHTCMale0NoNo48YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.85916No
3855-ONCARFemale0YesYes4YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesMailed check78.9299.75No
1488-SYSFCMale0YesYes31YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check20.65702.05No
7931-PXHFCMale0NoNo38YesNoDSLNoNoYesYesNoYesOne yearYesMailed check62.32354.8Yes
3990-QYKBEMale1YesNo37YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check92.53473.4Yes
0970-QXPXWFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check19.6519.65No
3259-KNMRRMale1NoNo57YesYesDSLNoYesYesNoYesYesTwo yearYesBank transfer (automatic)79.754438.2No
6120-RJKLUFemale1YesNo62YesNoDSLYesNoYesYesYesYesTwo yearYesCredit card (automatic)79.954819.75No
9572-WUKSBMale0YesNo3NoNo phone serviceDSLNoNoNoYesNoNoMonth-to-monthYesElectronic check29.992.25No
5893-KCLGTFemale0NoYes72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check19.751567No
0076-LVEPSMale0NoYes29NoNo phone serviceDSLYesYesYesYesNoNoMonth-to-monthYesMailed check451242.45No
3640-JQGJGMale0YesYes13YesNoDSLNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)44.8559.2No
4919-MOAVTMale0NoYes3YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check69.65220.1Yes
1596-OQSPSFemale0NoNo11YesNoDSLNoYesNoNoNoNoMonth-to-monthNoElectronic check51.1531.15No
9867-XOBQAFemale0NoYes21NoNo phone serviceDSLYesYesYesYesYesNoTwo yearNoMailed check53.151183.2No
9546-KDTRBFemale0NoNo19YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoBank transfer (automatic)24.7465.85No
3090-HAWSUMale0NoNo61YesYesFiber opticYesNoYesYesYesYesTwo yearYesCredit card (automatic)111.66876.05Yes
9820-RMCQVFemale0NoNo11YesNoDSLYesNoNoNoNoNoMonth-to-monthNoCredit card (automatic)48.55501Yes
3174-RKMOWMale0YesYes35YesYesFiber opticNoYesYesYesYesYesMonth-to-monthYesElectronic check109.953782.4No
1760-CAZHTMale0NoYes25YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.8460.2No
7839-QRKXNFemale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.220.2Yes
8441-SHIPEFemale0NoNo67YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)25.61790.35No
5204-QZXPUMale0NoNo19NoNo phone serviceDSLNoNoYesNoYesNoMonth-to-monthYesElectronic check39.65733.35Yes
4597-ELFTSMale0NoNo56YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoElectronic check24.91334Yes
1320-GVNHTMale0YesYes72YesYesFiber opticYesYesYesNoYesYesTwo yearYesCredit card (automatic)108.47767.25No
1047-RNXZVMale0NoNo43YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.55876.15No
3541-ZNUHKFemale0YesYes55YesYesFiber opticYesYesNoNoNoNoMonth-to-monthYesElectronic check85.14600.95No
8450-JOVAHMale0YesYes2YesYesDSLYesNoNoNoNoNoMonth-to-monthNoMailed check56.7113.55Yes
8725-JEDFDMale0NoNo27YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check69.051793.25No
7562-UXTPGFemale0NoNo13YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check70.15886.7No
8071-SBTRNFemale0NoNo70YesYesFiber opticYesYesYesNoYesYesTwo yearYesMailed check111.157737.55No
1113-IUJYXFemale0YesNo14YesNoFiber opticYesYesNoYesYesYesOne yearNoMailed check105.951348.9Yes
6668-CNMFPFemale0YesYes19YesYesFiber opticNoNoNoYesNoYesOne yearYesBank transfer (automatic)89.351686.85No
5626-MGTUKFemale0NoNo20YesYesFiber opticYesNoNoNoYesNoMonth-to-monthYesBank transfer (automatic)89.11879.25No
5681-LLOEIMale0YesYes43YesYesFiber opticYesNoYesYesNoNoOne yearYesCredit card (automatic)91.254013.8No
8212-DJRCHMale0YesYes5YesNoFiber opticYesNoYesNoNoYesMonth-to-monthYesMailed check90.35434.5No
4323-OHFOWFemale1YesNo70YesYesFiber opticNoYesNoYesYesYesOne yearYesBank transfer (automatic)105.557195.35No
4933-BSAIPFemale0YesNo40YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.1780.1No
2030-BTZROMale0YesYes6YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)20.4107.6No
1116-DXXDFMale0NoNo39YesNoFiber opticYesNoYesNoYesYesTwo yearYesElectronic check100.453801.7No
9274-CNFMOMale1YesNo4YesYesFiber opticNoNoNoNoNoNoMonth-to-monthNoElectronic check74.95308.7Yes
7758-XKCBSMale0NoNo15NoNo phone serviceDSLNoNoNoYesNoNoMonth-to-monthYesElectronic check29.7438.25Yes
8992-JQYUNMale0YesNo1NoNo phone serviceDSLNoNoYesNoYesYesMonth-to-monthYesElectronic check50.3550.35Yes
6563-VNPMNFemale1NoNo45YesNoFiber opticYesYesNoYesNoNoMonth-to-monthYesBank transfer (automatic)85.73778.1No
0617-AQNWTFemale0YesNo64NoNo phone serviceDSLYesNoYesYesNoYesTwo yearNoElectronic check47.853147.5Yes
2267-WTPYDFemale1YesNo57YesYesFiber opticNoYesYesNoNoYesMonth-to-monthNoCredit card (automatic)945438.95No
0270-THENMMale0YesYes72YesYesDSLYesYesYesYesNoNoTwo yearNoBank transfer (automatic)69.855102.35No
2446-PLQVOMale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check70.370.3Yes
4707-MAXGUMale0YesNo72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.851872.2No
2710-WYVXGFemale0NoNo3YesNoDSLYesYesNoYesNoYesTwo yearNoMailed check71.1213.35No
3005-NFMTAMale1NoNo55YesYesFiber opticYesNoNoNoYesYesMonth-to-monthYesElectronic check98.85617.75Yes
6300-BWMJXFemale0YesNo59YesYesFiber opticNoNoYesYesYesNoMonth-to-monthNoElectronic check93.355386.5No
8784-CGILNFemale0NoNo18YesYesFiber opticNoNoNoYesYesYesMonth-to-monthYesBank transfer (automatic)99.851776.95Yes
5389-FFVKBMale1YesNo32YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesCredit card (automatic)80.32483.05Yes
7009-LGECIFemale0NoNo4YesNoDSLYesNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)50.55235.65No
8444-WRIDWFemale1NoNo66YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesCredit card (automatic)80.455224.35Yes
5022-KVDQTMale0NoNo27YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesElectronic check81.32272.8No
7976-CICYSMale0NoNo4YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesCredit card (automatic)20.783.75No
1036-GUDCLMale0YesYes60YesNoDSLYesYesNoYesYesYesMonth-to-monthYesCredit card (automatic)79.054663.4No
2005-DWQZJFemale0YesYes8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check19.05201.7No
8148-WOCMKMale0YesYes8YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.6125No
7815-PDTHLMale0NoNo35YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check20.2684.4No
9451-LPGOOMale0NoNo7YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check86.8620.35Yes
9173-IVZVPFemale0YesYes53YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.91146.05No
9129-UXERGFemale1NoNo18YesYesFiber opticNoYesNoYesYesYesMonth-to-monthYesCredit card (automatic)103.61806.35No
3635-JBPSGFemale0NoNo15NoNo phone serviceDSLNoYesNoNoNoYesTwo yearYesMailed check38.8603No
7964-ZRKKGMale0YesNo67YesYesFiber opticNoYesNoNoYesNoOne yearYesBank transfer (automatic)88.45798.3No
5868-YWPDWMale1YesNo6YesNoFiber opticNoYesNoNoNoYesMonth-to-monthYesElectronic check84.2519.15Yes
6229-LSCKBMale1NoNo6YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check79.7497.6No
2025-JKFWIMale0NoNo13YesYesFiber opticNoNoNoYesYesYesMonth-to-monthYesMailed check991301.7Yes
4078-SAYYNFemale0NoNo11YesYesFiber opticNoNoYesNoYesYesMonth-to-monthYesElectronic check100.751129.75Yes
1724-IQWNMMale0NoYes1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.319.3No
8217-QYOHVMale0NoNo5YesNoDSLYesNoNoYesNoNoMonth-to-monthYesMailed check55.75266.95No
5546-QUERUMale0NoNo13YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesMailed check19.95257No
9940-HPQPGFemale0YesNo9YesYesFiber opticYesYesYesNoNoNoMonth-to-monthNoBank transfer (automatic)91.75865.8Yes
6897-UUBNUMale0NoNo29YesNoFiber opticNoYesNoYesYesNoMonth-to-monthNoMailed check89.652623.65No
6127-IYJOZMale1NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesMailed check45.8545.85No
6618-RYATBFemale0NoNo1YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesMailed check79.5579.55Yes
8930-XOTDPFemale0YesYes18YesNoDSLNoNoNoNoYesNoMonth-to-monthNoMailed check55.951082.8No
5916-QEWPTFemale0YesNo2YesNoDSLNoNoYesNoYesYesMonth-to-monthNoCredit card (automatic)69147.8No
5060-TQUQNMale0YesYes30YesYesFiber opticNoYesNoYesNoNoMonth-to-monthYesBank transfer (automatic)83.552570.2No
0531-XBKMMMale0NoYes66YesYesDSLYesYesNoYesNoNoTwo yearNoBank transfer (automatic)65.74378.9No
8465-SBRXPMale0YesYes38YesYesFiber opticNoNoYesYesYesNoTwo yearYesBank transfer (automatic)94.93616.25No
2408-PSJVEMale0YesYes44YesNoDSLNoYesYesYesNoNoMonth-to-monthYesMailed check61.92924.05No
9079-YEXQJFemale0NoNo54YesYesFiber opticNoYesYesYesYesYesMonth-to-monthNoElectronic check111.16014.85Yes
9700-ZCLOTMale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check2032.7No
8738-JOKARFemale0NoNo42YesNoDSLYesYesNoYesNoYesOne yearYesMailed check67.72882.25No
4534-WGCIRFemale0YesYes58YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)25.151509.9No
1930-WNXSBMale0YesYes58YesNoFiber opticNoYesNoNoYesYesMonth-to-monthYesElectronic check92.855305.05No
2685-SREOMFemale0YesYes25YesYesFiber opticNoNoYesNoNoYesMonth-to-monthYesElectronic check89.12368.4Yes
3508-CFVZLFemale0NoNo71YesYesFiber opticYesYesYesYesYesYesTwo yearNoMailed check111.37985.9No
0402-CQAJNFemale0NoNo37YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesBank transfer (automatic)101.93545.35Yes
6692-UDPJCFemale0YesYes14YesYesFiber opticNoNoNoYesYesNoMonth-to-monthYesElectronic check91.651301Yes
1273-MTETIFemale1NoNo4YesYesFiber opticNoNoYesNoNoYesMonth-to-monthYesElectronic check88.85372.45Yes
0657-DOGUMFemale0YesNo48YesYesDSLYesNoNoYesNoNoOne yearYesBank transfer (automatic)60.62985.25No
5480-HPRRXFemale1NoNo3NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoElectronic check25.377.75Yes
8792-AOROIFemale0YesNo8YesNoDSLYesNoNoYesNoYesTwo yearNoMailed check65.5564.35No
0295-PPHDOMale0NoNo1YesYesFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check95.4595.45Yes
5146-YYFRZMale0NoNo67YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.951311.75No
1195-OIYEJMale0NoNo13YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check91.11135.7Yes
5906-CVLHPFemale0YesYes45YesNoDSLNoYesNoYesNoNoOne yearYesCredit card (automatic)54.152319.8Yes
3452-SRFEGMale0NoNo49YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)74.63720.35No
4070-OKWVHFemale0YesNo52YesYesFiber opticNoYesYesNoYesNoMonth-to-monthNoBank transfer (automatic)94.65025.8No
5297-MDOIRFemale0YesNo63YesNoFiber opticYesNoYesNoNoNoOne yearYesCredit card (automatic)81.155224.5No
6369-MCAKOFemale0YesYes68YesYesDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)89.056185.8No
4926-UMJZDFemale0YesNo31YesNoDSLNoNoNoYesNoNoMonth-to-monthYesMailed check49.21498.55No
6848-HJTXYFemale0YesNo64YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.451208.6No
6341-AEVKXFemale0YesNo62YesNoFiber opticYesNoYesYesYesYesOne yearYesElectronic check104.36613.65No
4501-EQDRNFemale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)69.769.7Yes
2990-HWIMLFemale0NoNo6YesNoFiber opticNoNoNoNoYesYesMonth-to-monthYesElectronic check89.5573.3Yes
0682-USIXDFemale0YesNo21YesNoFiber opticNoNoNoYesYesNoMonth-to-monthYesElectronic check86.051818.9No
6976-BWGLQFemale0YesYes72YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)25.21787.35No
7078-NVFAMFemale0YesYes32NoNo phone serviceDSLYesYesNoNoNoNoMonth-to-monthYesElectronic check35.151051.05No
8065-QBYTOFemale1NoNo71YesYesFiber opticYesYesNoYesYesNoOne yearYesCredit card (automatic)99.657181.25No
2133-TSRRMFemale0NoYes34YesNoFiber opticYesYesYesNoYesYesMonth-to-monthYesBank transfer (automatic)105.353688.6No
7384-GHBPIMale0YesNo3NoNo phone serviceDSLNoNoNoNoNoYesMonth-to-monthYesElectronic check35.1599.75Yes
7603-USHJSMale0NoYes12YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)73.75871.4Yes
7234-FECYNFemale1NoNo8YesYesFiber opticNoNoYesNoYesYesMonth-to-monthNoElectronic check101.35780.5Yes
2511-ALLCSFemale0YesYes35YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)24.3821.6No
3191-CSNMGFemale0YesYes3YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check80.7239.45No
7952-OBOYLMale0NoNo3YesNoFiber opticNoNoYesYesYesNoMonth-to-monthYesMailed check89.85244.45No
7470-DYNOEMale0NoNo53YesNoDSLNoNoYesNoNoYesOne yearYesElectronic check61.13357.9No
7853-OETYLFemale0YesNo4NoNo phone serviceDSLYesNoNoNoNoNoMonth-to-monthYesElectronic check29.05129.6No
1545-ACTASFemale0YesYes48YesNoFiber opticYesNoYesNoYesYesOne yearYesBank transfer (automatic)99.74977.2No
5876-HZVZMFemale0YesYes6YesNoDSLYesYesNoNoNoNoMonth-to-monthNoCredit card (automatic)55.9365.35Yes
1400-MMYXYMale1YesNo3YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check105.9334.65Yes
5126-RCXYWMale0YesYes54NoNo phone serviceDSLNoNoYesYesNoYesTwo yearNoCredit card (automatic)462424.05No
3085-QUOZKFemale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthNoMailed check43.9543.95Yes
2363-BJLSLMale0NoNo62YesNoDSLNoYesYesYesYesYesMonth-to-monthYesBank transfer (automatic)80.44981.15No
1956-YIFGEMale0YesYes22YesNoFiber opticNoYesYesNoYesYesOne yearYesMailed check100.052090.25No
3926-CUQZXMale0NoNo1YesNoDSLNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)45.145.1Yes
7921-LMDFQMale1NoNo51YesNoFiber opticNoNoYesNoYesYesOne yearYesBank transfer (automatic)944905.75No
2925-MXLSXFemale0NoNo30YesYesDSLNoYesYesNoYesNoOne yearYesCredit card (automatic)68.952038.7No
5820-PTRYMFemale1YesNo56YesYesDSLYesYesYesYesNoNoOne yearYesCredit card (automatic)68.454014No
9609-BENEAMale0YesNo35YesYesDSLNoYesNoYesYesNoOne yearYesElectronic check692441.7No
6211-WHMYAFemale1NoNo64NoNo phone serviceDSLNoYesNoYesYesNoMonth-to-monthYesElectronic check43.852751No
4459-BBGHEMale0NoYes30NoNo phone serviceDSLNoNoNoNoYesYesMonth-to-monthYesElectronic check44.51307.8No
9945-PSVIPFemale0YesYes25YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesMailed check18.7383.65No
1041-RXHRAFemale0NoNo41YesNoFiber opticNoNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)70.252868.05Yes
1750-CSKKMMale0NoYes9YesNoDSLNoNoNoNoYesNoMonth-to-monthNoElectronic check55.35449.75Yes
9108-EJFJPFemale0YesNo1YesNoDSLYesYesNoNoNoNoMonth-to-monthYesMailed check53.5553.55No
0530-IJVDBMale0NoYes70YesYesFiber opticYesYesYesYesYesYesTwo yearYesElectronic check114.67882.5No
0508-SQWPLFemale0YesYes57YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)20.11087.7No
2215-ZAFGXMale0NoNo9YesYesFiber opticNoNoNoNoYesNoMonth-to-monthYesElectronic check85.5791.7No
8213-TAZPMFemale0YesYes69YesYesFiber opticNoYesYesYesYesYesOne yearYesBank transfer (automatic)108.757493.05No
7142-HVGBGMale1YesNo43YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check1034414.3Yes
1304-SEGFYFemale0YesNo72YesYesFiber opticNoNoYesNoYesYesTwo yearYesElectronic check97.856841.3No
7242-EDTYCMale0NoYes44YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)19.55819.95No
2904-GGUAZFemale0YesNo72YesYesFiber opticYesYesNoNoNoNoTwo yearYesBank transfer (automatic)84.056052.25No
8267-ZNYVZFemale0YesNo33YesNoFiber opticYesNoYesYesYesYesOne yearYesElectronic check103.753361.05Yes
5136-GFPMBMale0NoNo54YesYesFiber opticNoNoYesNoNoYesMonth-to-monthNoCredit card (automatic)89.44869.5No
2595-KIWPVMale0NoYes27YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoCredit card (automatic)19.7509.3No
5243-SAOTCMale0NoNo54YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesBank transfer (automatic)79.854308.25No
9398-MMQTOMale0NoNo3YesNoFiber opticNoYesNoNoNoNoMonth-to-monthNoCredit card (automatic)74.45221.1No
7619-PLRLPFemale0YesNo53YesYesDSLYesYesYesNoNoYesOne yearNoBank transfer (automatic)74.13833.95No
6457-GIRWBMale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.3569.35Yes
6508-NJYROMale0YesNo15YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoMailed check18.8294.95No
1450-SKCVIFemale0NoNo56YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check73.854092.85Yes
4710-NKCAWMale0YesYes5YesYesDSLYesYesNoYesNoNoMonth-to-monthNoCredit card (automatic)64.4316.9No
5306-BVTKJMale0YesYes48YesNoDSLNoYesYesNoNoNoOne yearYesCredit card (automatic)55.82651.2No
0357-NVCRIFemale0NoYes25YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoCredit card (automatic)20.05471.7No
5570-PTWEHFemale0YesNo3YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)75.15216.75Yes
2371-KFUOGMale0NoNo58YesNoFiber opticYesYesNoNoYesYesOne yearNoBank transfer (automatic)99.155720.95No
0463-ZSDNTMale0NoNo10YesNoDSLNoNoNoNoNoYesMonth-to-monthYesBank transfer (automatic)56.75503.25No
6502-MJQAEMale0NoNo1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check69.669.6Yes
6257-DTAYDMale0YesNo71YesYesFiber opticNoYesNoYesYesYesTwo yearYesCredit card (automatic)104.157365.3No
4616-ULAOAFemale0YesYes65YesYesFiber opticNoYesYesYesYesYesTwo yearYesCredit card (automatic)110.87245.9No
7693-LCKZLMale0YesYes5YesYesFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check80.15385Yes
7746-AWNQWFemale0NoNo28NoNo phone serviceDSLNoNoYesYesNoNoMonth-to-monthYesMailed check35.75961.4No
5996-EBTKMFemale0YesYes67YesYesDSLNoNoYesYesNoYesTwo yearYesBank transfer (automatic)69.94615.9No
2758-RNWXSMale0NoNo35YesNoFiber opticYesNoNoYesNoYesOne yearYesElectronic check89.23251.3No
2314-TNDJQFemale0YesYes72NoNo phone serviceDSLYesYesYesYesNoYesTwo yearNoCredit card (automatic)55.653880.05No
2405-LBMUWFemale0YesYes61NoNo phone serviceDSLYesYesNoYesNoYesOne yearYesBank transfer (automatic)50.73088.75No
3454-JFUBCMale1NoNo68YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)201396No
0032-PGELSFemale0YesYes1NoNo phone serviceDSLYesNoNoNoNoNoMonth-to-monthNoBank transfer (automatic)30.530.5Yes
9039-ZVJDCMale0NoNo3YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.153.05No
6797-LNAQXMale0YesYes70YesYesFiber opticNoYesNoNoYesYesTwo yearNoBank transfer (automatic)98.36859.5Yes
9013-AQORLFemale0NoYes48NoNo phone serviceDSLNoYesYesNoNoYesMonth-to-monthNoCredit card (automatic)45.552108.35No
2898-MRKPIMale0YesYes68YesYesFiber opticNoYesNoNoYesYesOne yearYesCredit card (automatic)101.056770.5No
2750-BJLSBFemale0NoNo47YesNoFiber opticYesNoYesYesYesYesOne yearYesElectronic check103.74730.6No
3648-GZPHFMale0YesYes32NoNo phone serviceDSLNoNoYesYesNoNoOne yearYesMailed check36.251151.05No
2075-RMJIKFemale0YesYes5YesNoDSLYesNoNoNoNoNoMonth-to-monthYesMailed check49.4232.55No
9588-YRFHYMale0NoNo49YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesCredit card (automatic)19.91022.6No
6394-MFYNGFemale0NoNo48YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesBank transfer (automatic)107.45121.3Yes
1564-NTYXFFemale1NoNo13YesYesFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check821127.2Yes
9364-YKUVWMale0NoNo15YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check19.8309.4No
5392-AKEMHFemale0NoNo12YesNoDSLNoNoNoNoNoNoMonth-to-monthYesElectronic check45.05523.1No
2451-YMUXSMale1NoNo67YesYesDSLYesYesNoYesNoNoTwo yearYesBank transfer (automatic)64.554250.1No
3914-FDRHPMale0NoNo9YesNoFiber opticNoNoNoYesYesNoMonth-to-monthNoElectronic check86.25770.5No
3078-ZKNTSFemale0YesYes13YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)19.75246.7No
1024-KPRBBFemale0NoNo38YesNoFiber opticNoNoNoNoYesYesOne yearYesMailed check89.13342No
4690-PKDQGFemale1YesNo42YesYesFiber opticNoYesYesNoYesNoMonth-to-monthYesElectronic check95.553930.6No
8155-IBNHGFemale0YesNo24YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)75.41747.85Yes
0886-QGENLFemale1YesNo27YesNoFiber opticYesNoYesNoYesYesMonth-to-monthYesElectronic check101.252754.45Yes
9547-ITEFGMale0YesYes9YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesCredit card (automatic)102.6897.75No
1264-FUHCXFemale0YesNo49NoNo phone serviceDSLNoYesNoYesYesYesOne yearYesCredit card (automatic)56.32780.6No
7789-CRUVCFemale1YesNo61YesYesFiber opticYesYesYesYesNoNoMonth-to-monthYesCredit card (automatic)94.25895.45No
6598-KELSSMale0NoYes50NoNo phone serviceDSLYesYesNoNoYesNoOne yearYesBank transfer (automatic)43.052208.05No
8739-WWKDUMale1NoNo25YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check89.52196.15Yes
8685-WHQPWFemale1NoNo22YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)74.41692.6Yes
4745-LSPLOMale0NoNo1YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthNoMailed check20.520.5Yes
8083-YTZESMale0NoNo4YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.35265.35Yes
7240-FQLHEFemale1YesNo18YesYesFiber opticNoNoNoYesYesYesMonth-to-monthNoBank transfer (automatic)99.751836.25Yes
6664-FPDACFemale1NoNo56YesYesFiber opticNoYesYesYesYesYesOne yearYesElectronic check111.956418.9Yes
9972-VAFJJFemale1YesNo53YesNoFiber opticNoYesYesYesYesNoOne yearYesElectronic check944871.45No
0422-UXFAPFemale0YesNo51YesYesFiber opticNoNoYesNoYesYesOne yearYesElectronic check98.854947.55No
1904-WAJAAFemale0YesYes24YesYesDSLYesYesYesNoNoNoTwo yearNoElectronic check64.351558.65No
5130-YPIRVFemale0YesNo62YesNoDSLYesYesYesNoYesNoTwo yearYesCredit card (automatic)724284.2No
2843-CQMEGMale0NoNo24YesNoDSLNoYesNoNoNoNoMonth-to-monthYesMailed check49.71218.25No
6439-PKTRRFemale0YesYes70YesYesDSLYesYesYesYesYesNoTwo yearNoElectronic check80.75617.95No
5351-QESIOMale0NoYes1NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoMailed check24.224.2No
0786-VSSUDMale1NoNo16NoNo phone serviceDSLNoYesNoNoYesNoMonth-to-monthYesMailed check39679.85Yes
5568-DMXZSFemale0NoNo8YesNoDSLNoYesNoYesYesNoMonth-to-monthYesElectronic check65.45554.45No
8468-FZTOEFemale0YesYes72YesNoDSLYesYesYesYesNoYesTwo yearYesElectronic check74.355237.4No
6633-SYEUSFemale0NoNo23YesNoFiber opticNoYesYesYesNoNoMonth-to-monthNoBank transfer (automatic)83.22032.3No
6447-GORXKMale0NoYes31NoNo phone serviceDSLNoNoNoNoNoNoMonth-to-monthNoCredit card (automatic)25789.2No
6967-PEJLLMale0YesYes37NoNo phone serviceDSLYesNoYesYesNoNoOne yearYesElectronic check40.21525.35No
3976-BWUCKFemale0YesNo30YesYesFiber opticNoYesNoYesYesNoMonth-to-monthYesCredit card (automatic)94.12804.45Yes
5981-ZVXOTFemale1NoNo35YesYesFiber opticYesYesYesNoYesYesOne yearYesElectronic check108.353726.15No
1684-FLBGSFemale0YesYes23YesYesDSLNoYesNoYesYesNoMonth-to-monthYesCredit card (automatic)69.51652.1No
1389-WNUIBFemale0YesYes20YesYesDSLYesNoNoNoYesYesOne yearNoBank transfer (automatic)761588.75No
0376-OIWMEMale0YesNo36YesNoFiber opticYesNoNoNoYesYesMonth-to-monthYesElectronic check93.63366.05No
3585-ISXZPFemale0NoNo8YesYesFiber opticNoNoNoNoYesYesMonth-to-monthNoBank transfer (automatic)95.65778.1Yes
0218-QNVASMale0YesYes71YesYesFiber opticNoYesNoNoYesYesOne yearNoBank transfer (automatic)100.557113.75No
6583-QGCSIFemale1YesNo50YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check88.054367.35Yes
0804-YGEQVFemale0YesYes43YesYesNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearYesBank transfer (automatic)24.45993.15No
7164-BPTUTMale0NoYes57YesYesDSLYesYesYesYesYesYesTwo yearNoMailed check89.555012.35No
4174-LPGTIFemale0YesYes41YesNoDSLNoYesNoYesNoYesOne yearYesBank transfer (automatic)66.52728.6Yes
2523-EWWZLFemale0YesNo27YesNoFiber opticNoYesNoNoNoNoMonth-to-monthYesElectronic check76.12093.4No
0928-XUTSNFemale0NoNo13YesNoFiber opticNoNoNoNoNoYesMonth-to-monthYesElectronic check80.51011.8No
2108-XWMPYMale0NoNo3NoNo phone serviceDSLYesYesNoNoNoNoMonth-to-monthYesMailed check35.45106.85Yes
0052-YNYOTFemale0NoNo67YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoElectronic check20.551343.4No
6304-IJFSQMale0NoNo3YesNoDSLNoYesNoNoNoNoMonth-to-monthYesMailed check49.9130.1Yes
9586-JGQKHFemale0YesNo64YesYesFiber opticNoYesNoYesYesYesTwo yearYesBank transfer (automatic)105.46794.75No
4501-VCPFKMale0NoNo26NoNo phone serviceDSLNoNoYesYesNoNoMonth-to-monthNoElectronic check35.751022.5No
6075-SLNILMale0NoNo38YesYesFiber opticNoYesYesNoNoYesMonth-to-monthYesCredit card (automatic)95.13691.2No
9347-AERRLMale0YesNo23YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceOne yearNoCredit card (automatic)19.3486.2No
0093-XWZFYMale0NoNo40YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesCredit card (automatic)104.54036.85Yes
2274-XUATAMale1YesNo72NoNo phone serviceDSLYesYesYesYesYesYesTwo yearYesBank transfer (automatic)63.14685.55No
1980-KXVPMFemale1NoNo3YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)75.05256.25Yes
7703-ZEKEFMale0NoNo23YesYesFiber opticNoNoYesNoNoNoMonth-to-monthYesElectronic check811917.1Yes
0723-DRCLGFemale1YesNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check74.4574.45Yes
5482-NUPNAFemale0NoNo4YesNoDSLYesYesNoYesNoNoMonth-to-monthYesMailed check60.4272.15Yes
6691-CCIHAFemale0YesNo62YesYesDSLYesYesNoYesYesYesTwo yearYesElectronic check84.955150.55No
1685-BQULAFemale0NoNo40YesYesFiber opticNoYesYesNoYesNoMonth-to-monthYesBank transfer (automatic)93.43756.4No
9053-EJUNLMale0NoNo41YesYesFiber opticNoYesNoNoYesNoMonth-to-monthYesElectronic check89.23645.75No
0666-UXTJOMale1YesNo34YesNoFiber opticNoNoYesNoYesNoMonth-to-monthYesCredit card (automatic)85.22874.45No
1471-GIQKQFemale0NoNo1YesNoDSLNoYesNoNoNoNoMonth-to-monthNoElectronic check49.9549.95No
4807-IZYOZFemale0NoNo51YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoBank transfer (automatic)20.651020.75No
1122-JWTJWMale0YesYes1YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check70.6570.65Yes
9710-NJERNFemale0NoNo39YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearNoMailed check20.15826No
9837-FWLCHMale0YesYes12YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesElectronic check19.2239No
1699-HPSBGMale0NoNo12YesNoDSLNoNoNoYesYesNoOne yearYesElectronic check59.8727.8Yes
7203-OYKCTMale0NoNo72YesYesFiber opticNoYesYesNoYesYesOne yearYesElectronic check104.957544.3No
1035-IPQPUFemale1YesNo63YesYesFiber opticNoYesYesNoYesYesMonth-to-monthYesElectronic check103.56479.4No
7398-LXGYXMale0YesNo44YesYesFiber opticYesNoYesNoNoNoMonth-to-monthYesCredit card (automatic)84.83626.35No
2823-LKABHFemale0NoNo18YesYesFiber opticNoNoYesYesNoYesMonth-to-monthYesBank transfer (automatic)95.051679.4No
8775-CEBBJFemale0NoNo9YesNoDSLNoNoNoNoNoNoMonth-to-monthYesBank transfer (automatic)44.2403.35Yes
0550-DCXLHMale0NoNo13YesNoDSLNoYesNoYesYesYesMonth-to-monthNoMailed check73.35931.55No
9281-CEDRUFemale0YesNo68YesNoDSLNoYesNoYesYesNoTwo yearNoBank transfer (automatic)64.14326.25No
2235-DWLJUFemale1NoNo6NoNo phone serviceDSLNoNoNoNoYesYesMonth-to-monthYesElectronic check44.4263.05No
0871-OPBXWFemale0NoNo2YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceMonth-to-monthYesMailed check20.0539.25No
3605-JISKBMale1YesNo55YesYesDSLYesYesNoNoNoNoOne yearNoCredit card (automatic)603316.1No
6894-LFHLYMale1NoNo1YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesElectronic check75.7575.75Yes
9767-FFLEMMale0NoNo38YesNoFiber opticNoNoNoNoNoNoMonth-to-monthYesCredit card (automatic)69.52625.25No
0639-TSIQWFemale0NoNo67YesYesFiber opticYesYesYesNoYesNoMonth-to-monthYesCredit card (automatic)102.956886.25Yes
8456-QDAVCMale0NoNo19YesNoFiber opticNoNoNoNoYesNoMonth-to-monthYesBank transfer (automatic)78.71495.1No
7750-EYXWZFemale0NoNo12NoNo phone serviceDSLNoYesYesYesYesYesOne yearNoElectronic check60.65743.3No
2569-WGEROFemale0NoNo72YesNoNoNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceNo internet serviceTwo yearYesBank transfer (automatic)21.151419.4No
6840-RESVBMale0YesYes24YesYesDSLYesNoYesYesYesYesOne yearYesMailed check84.81990.5No
2234-XADUHFemale0YesYes72YesYesFiber opticNoYesYesNoYesYesOne yearYesCredit card (automatic)103.27362.9No
4801-JZAZLFemale0YesYes11NoNo phone serviceDSLYesNoNoNoNoNoMonth-to-monthYesElectronic check29.6346.45No
8361-LTMKDMale1YesNo4YesYesFiber opticNoNoNoNoNoNoMonth-to-monthYesMailed check74.4306.6Yes
3186-AJIEKMale0NoNo66YesNoFiber opticYesNoYesYesYesYesTwo yearYesBank transfer (automatic)105.656844.5No