customerID
stringlengths 10
10
| gender
stringclasses 2
values | SeniorCitizen
int64 0
1
| Partner
stringclasses 2
values | Dependents
stringclasses 2
values | tenure
int64 0
72
| PhoneService
stringclasses 2
values | MultipleLines
stringclasses 3
values | InternetService
stringclasses 3
values | OnlineSecurity
stringclasses 3
values | OnlineBackup
stringclasses 3
values | DeviceProtection
stringclasses 3
values | TechSupport
stringclasses 3
values | StreamingTV
stringclasses 3
values | StreamingMovies
stringclasses 3
values | Contract
stringclasses 3
values | PaperlessBilling
stringclasses 2
values | PaymentMethod
stringclasses 4
values | MonthlyCharges
float64 18.3
119
| TotalCharges
stringlengths 1
7
| Churn
stringclasses 2
values |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
7590-VHVEG | Female | 0 | Yes | No | 1 | No | No phone service | DSL | No | Yes | No | No | No | No | Month-to-month | Yes | Electronic check | 29.85 | 29.85 | No |
5575-GNVDE | Male | 0 | No | No | 34 | Yes | No | DSL | Yes | No | Yes | No | No | No | One year | No | Mailed check | 56.95 | 1889.5 | No |
3668-QPYBK | Male | 0 | No | No | 2 | Yes | No | DSL | Yes | Yes | No | No | No | No | Month-to-month | Yes | Mailed check | 53.85 | 108.15 | Yes |
7795-CFOCW | Male | 0 | No | No | 45 | No | No phone service | DSL | Yes | No | Yes | Yes | No | No | One year | No | Bank transfer (automatic) | 42.3 | 1840.75 | No |
9237-HQITU | Female | 0 | No | No | 2 | Yes | No | Fiber optic | No | No | No | No | No | No | Month-to-month | Yes | Electronic check | 70.7 | 151.65 | Yes |
9305-CDSKC | Female | 0 | No | No | 8 | Yes | Yes | Fiber optic | No | No | Yes | No | Yes | Yes | Month-to-month | Yes | Electronic check | 99.65 | 820.5 | Yes |
1452-KIOVK | Male | 0 | No | Yes | 22 | Yes | Yes | Fiber optic | No | Yes | No | No | Yes | No | Month-to-month | Yes | Credit card (automatic) | 89.1 | 1949.4 | No |
6713-OKOMC | Female | 0 | No | No | 10 | No | No phone service | DSL | Yes | No | No | No | No | No | Month-to-month | No | Mailed check | 29.75 | 301.9 | No |
7892-POOKP | Female | 0 | Yes | No | 28 | Yes | Yes | Fiber optic | No | No | Yes | Yes | Yes | Yes | Month-to-month | Yes | Electronic check | 104.8 | 3046.05 | Yes |
6388-TABGU | Male | 0 | No | Yes | 62 | Yes | No | DSL | Yes | Yes | No | No | No | No | One year | No | Bank transfer (automatic) | 56.15 | 3487.95 | No |
9763-GRSKD | Male | 0 | Yes | Yes | 13 | Yes | No | DSL | Yes | No | No | No | No | No | Month-to-month | Yes | Mailed check | 49.95 | 587.45 | No |
7469-LKBCI | Male | 0 | No | No | 16 | Yes | No | No | No internet service | No internet service | No internet service | No internet service | No internet service | No internet service | Two year | No | Credit card (automatic) | 18.95 | 326.8 | No |
8091-TTVAX | Male | 0 | Yes | No | 58 | Yes | Yes | Fiber optic | No | No | Yes | No | Yes | Yes | One year | No | Credit card (automatic) | 100.35 | 5681.1 | No |
0280-XJGEX | Male | 0 | No | No | 49 | Yes | Yes | Fiber optic | No | Yes | Yes | No | Yes | Yes | Month-to-month | Yes | Bank transfer (automatic) | 103.7 | 5036.3 | Yes |
5129-JLPIS | Male | 0 | No | No | 25 | Yes | No | Fiber optic | Yes | No | Yes | Yes | Yes | Yes | Month-to-month | Yes | Electronic check | 105.5 | 2686.05 | No |
3655-SNQYZ | Female | 0 | Yes | Yes | 69 | Yes | Yes | Fiber optic | Yes | Yes | Yes | Yes | Yes | Yes | Two year | No | Credit card (automatic) | 113.25 | 7895.15 | No |
8191-XWSZG | Female | 0 | No | No | 52 | Yes | No | No | No internet service | No internet service | No internet service | No internet service | No internet service | No internet service | One year | No | Mailed check | 20.65 | 1022.95 | No |
9959-WOFKT | Male | 0 | No | Yes | 71 | Yes | Yes | Fiber optic | Yes | No | Yes | No | Yes | Yes | Two year | No | Bank transfer (automatic) | 106.7 | 7382.25 | No |
4190-MFLUW | Female | 0 | Yes | Yes | 10 | Yes | No | DSL | No | No | Yes | Yes | No | No | Month-to-month | No | Credit card (automatic) | 55.2 | 528.35 | Yes |
4183-MYFRB | Female | 0 | No | No | 21 | Yes | No | Fiber optic | No | Yes | Yes | No | No | Yes | Month-to-month | Yes | Electronic check | 90.05 | 1862.9 | No |
8779-QRDMV | Male | 1 | No | No | 1 | No | No phone service | DSL | No | No | Yes | No | No | Yes | Month-to-month | Yes | Electronic check | 39.65 | 39.65 | Yes |
1680-VDCWW | Male | 0 | Yes | No | 12 | Yes | No | No | No internet service | No internet service | No internet service | No internet service | No internet service | No internet service | One year | No | Bank transfer (automatic) | 19.8 | 202.25 | No |
1066-JKSGK | Male | 0 | No | No | 1 | Yes | No | No | No internet service | No internet service | No internet service | No internet service | No internet service | No internet service | Month-to-month | No | Mailed check | 20.15 | 20.15 | Yes |
3638-WEABW | Female | 0 | Yes | No | 58 | Yes | Yes | DSL | No | Yes | No | Yes | No | No | Two year | Yes | Credit card (automatic) | 59.9 | 3505.1 | No |
6322-HRPFA | Male | 0 | Yes | Yes | 49 | Yes | No | DSL | Yes | Yes | No | Yes | No | No | Month-to-month | No | Credit card (automatic) | 59.6 | 2970.3 | No |
6865-JZNKO | Female | 0 | No | No | 30 | Yes | No | DSL | Yes | Yes | No | No | No | No | Month-to-month | Yes | Bank transfer (automatic) | 55.3 | 1530.6 | No |
6467-CHFZW | Male | 0 | Yes | Yes | 47 | Yes | Yes | Fiber optic | No | Yes | No | No | Yes | Yes | Month-to-month | Yes | Electronic check | 99.35 | 4749.15 | Yes |
8665-UTDHZ | Male | 0 | Yes | Yes | 1 | No | No phone service | DSL | No | Yes | No | No | No | No | Month-to-month | No | Electronic check | 30.2 | 30.2 | Yes |
5248-YGIJN | Male | 0 | Yes | No | 72 | Yes | Yes | DSL | Yes | Yes | Yes | Yes | Yes | Yes | Two year | Yes | Credit card (automatic) | 90.25 | 6369.45 | No |
8773-HHUOZ | Female | 0 | No | Yes | 17 | Yes | No | DSL | No | No | No | No | Yes | Yes | Month-to-month | Yes | Mailed check | 64.7 | 1093.1 | Yes |
3841-NFECX | Female | 1 | Yes | No | 71 | Yes | Yes | Fiber optic | Yes | Yes | Yes | Yes | No | No | Two year | Yes | Credit card (automatic) | 96.35 | 6766.95 | No |
4929-XIHVW | Male | 1 | Yes | No | 2 | Yes | No | Fiber optic | No | No | Yes | No | Yes | Yes | Month-to-month | Yes | Credit card (automatic) | 95.5 | 181.65 | No |
6827-IEAUQ | Female | 0 | Yes | Yes | 27 | Yes | No | DSL | Yes | Yes | Yes | Yes | No | No | One year | No | Mailed check | 66.15 | 1874.45 | No |
7310-EGVHZ | Male | 0 | No | No | 1 | Yes | No | No | No internet service | No internet service | No internet service | No internet service | No internet service | No internet service | Month-to-month | No | Bank transfer (automatic) | 20.2 | 20.2 | No |
3413-BMNZE | Male | 1 | No | No | 1 | Yes | No | DSL | No | No | No | No | No | No | Month-to-month | No | Bank transfer (automatic) | 45.25 | 45.25 | No |
6234-RAAPL | Female | 0 | Yes | Yes | 72 | Yes | Yes | Fiber optic | Yes | Yes | No | Yes | Yes | No | Two year | No | Bank transfer (automatic) | 99.9 | 7251.7 | No |
6047-YHPVI | Male | 0 | No | No | 5 | Yes | No | Fiber optic | No | No | No | No | No | No | Month-to-month | Yes | Electronic check | 69.7 | 316.9 | Yes |
6572-ADKRS | Female | 0 | No | No | 46 | Yes | No | Fiber optic | No | No | Yes | No | No | No | Month-to-month | Yes | Credit card (automatic) | 74.8 | 3548.3 | No |
5380-WJKOV | Male | 0 | No | No | 34 | Yes | Yes | Fiber optic | No | Yes | Yes | No | Yes | Yes | Month-to-month | Yes | Electronic check | 106.35 | 3549.25 | Yes |
8168-UQWWF | Female | 0 | No | No | 11 | Yes | Yes | Fiber optic | No | No | Yes | No | Yes | Yes | Month-to-month | Yes | Bank transfer (automatic) | 97.85 | 1105.4 | Yes |
8865-TNMNX | Male | 0 | Yes | Yes | 10 | Yes | No | DSL | No | Yes | No | No | No | No | One year | No | Mailed check | 49.55 | 475.7 | No |
9489-DEDVP | Female | 0 | Yes | Yes | 70 | Yes | Yes | DSL | Yes | Yes | No | No | Yes | No | Two year | Yes | Credit card (automatic) | 69.2 | 4872.35 | No |
9867-JCZSP | Female | 0 | Yes | Yes | 17 | Yes | No | No | No internet service | No internet service | No internet service | No internet service | No internet service | No internet service | One year | No | Mailed check | 20.75 | 418.25 | No |
4671-VJLCL | Female | 0 | No | No | 63 | Yes | Yes | DSL | Yes | Yes | Yes | Yes | Yes | No | Two year | Yes | Credit card (automatic) | 79.85 | 4861.45 | No |
4080-IIARD | Female | 0 | Yes | No | 13 | Yes | Yes | DSL | Yes | Yes | No | Yes | Yes | No | Month-to-month | Yes | Electronic check | 76.2 | 981.45 | No |
3714-NTNFO | Female | 0 | No | No | 49 | Yes | Yes | Fiber optic | No | No | No | No | No | Yes | Month-to-month | Yes | Electronic check | 84.5 | 3906.7 | No |
5948-UJZLF | Male | 0 | No | No | 2 | Yes | No | DSL | No | Yes | No | No | No | No | Month-to-month | No | Mailed check | 49.25 | 97 | No |
7760-OYPDY | Female | 0 | No | No | 2 | Yes | No | Fiber optic | No | No | No | No | Yes | No | Month-to-month | Yes | Electronic check | 80.65 | 144.15 | Yes |
7639-LIAYI | Male | 0 | No | No | 52 | Yes | Yes | DSL | Yes | No | No | Yes | Yes | Yes | Two year | Yes | Credit card (automatic) | 79.75 | 4217.8 | No |
2954-PIBKO | Female | 0 | Yes | Yes | 69 | Yes | Yes | DSL | Yes | No | Yes | Yes | No | No | Two year | Yes | Credit card (automatic) | 64.15 | 4254.1 | No |
8012-SOUDQ | Female | 1 | No | No | 43 | Yes | Yes | Fiber optic | No | Yes | No | No | Yes | No | Month-to-month | Yes | Electronic check | 90.25 | 3838.75 | No |
9420-LOJKX | Female | 0 | No | No | 15 | Yes | No | Fiber optic | Yes | Yes | No | No | Yes | Yes | Month-to-month | Yes | Credit card (automatic) | 99.1 | 1426.4 | Yes |
6575-SUVOI | Female | 1 | Yes | No | 25 | Yes | Yes | DSL | Yes | No | No | Yes | Yes | No | Month-to-month | Yes | Credit card (automatic) | 69.5 | 1752.65 | No |
7495-OOKFY | Female | 1 | Yes | No | 8 | Yes | Yes | Fiber optic | No | Yes | No | No | No | No | Month-to-month | Yes | Credit card (automatic) | 80.65 | 633.3 | Yes |
4667-QONEA | Female | 1 | Yes | Yes | 60 | Yes | No | DSL | Yes | Yes | Yes | Yes | No | Yes | One year | Yes | Credit card (automatic) | 74.85 | 4456.35 | No |
1658-BYGOY | Male | 1 | No | No | 18 | Yes | Yes | Fiber optic | No | No | No | No | Yes | Yes | Month-to-month | Yes | Electronic check | 95.45 | 1752.55 | Yes |
8769-KKTPH | Female | 0 | Yes | Yes | 63 | Yes | Yes | Fiber optic | Yes | No | No | No | Yes | Yes | One year | Yes | Credit card (automatic) | 99.65 | 6311.2 | No |
5067-XJQFU | Male | 1 | Yes | Yes | 66 | Yes | Yes | Fiber optic | No | Yes | Yes | Yes | Yes | Yes | One year | Yes | Electronic check | 108.45 | 7076.35 | No |
3957-SQXML | Female | 0 | Yes | Yes | 34 | Yes | Yes | No | No internet service | No internet service | No internet service | No internet service | No internet service | No internet service | Two year | No | Credit card (automatic) | 24.95 | 894.3 | No |
5954-BDFSG | Female | 0 | No | No | 72 | Yes | Yes | Fiber optic | No | No | Yes | Yes | Yes | Yes | Two year | Yes | Credit card (automatic) | 107.5 | 7853.7 | No |
0434-CSFON | Female | 0 | Yes | No | 47 | Yes | Yes | Fiber optic | No | No | Yes | No | Yes | Yes | Month-to-month | Yes | Electronic check | 100.5 | 4707.1 | No |
1215-FIGMP | Male | 0 | No | No | 60 | Yes | Yes | Fiber optic | No | Yes | No | No | Yes | No | Month-to-month | Yes | Bank transfer (automatic) | 89.9 | 5450.7 | No |
0526-SXDJP | Male | 0 | Yes | No | 72 | No | No phone service | DSL | Yes | Yes | Yes | No | No | No | Two year | No | Bank transfer (automatic) | 42.1 | 2962 | No |
0557-ASKVU | Female | 0 | Yes | Yes | 18 | Yes | No | DSL | No | No | Yes | Yes | No | No | One year | Yes | Credit card (automatic) | 54.4 | 957.1 | No |
5698-BQJOH | Female | 0 | No | No | 9 | Yes | Yes | Fiber optic | No | No | No | No | Yes | Yes | Month-to-month | No | Electronic check | 94.4 | 857.25 | Yes |
5122-CYFXA | Female | 0 | No | No | 3 | Yes | No | DSL | No | Yes | No | Yes | Yes | Yes | Month-to-month | Yes | Electronic check | 75.3 | 244.1 | No |
8627-ZYGSZ | Male | 0 | Yes | No | 47 | Yes | Yes | Fiber optic | No | Yes | No | No | No | No | One year | Yes | Electronic check | 78.9 | 3650.35 | No |
3410-YOQBQ | Female | 0 | No | No | 31 | Yes | No | DSL | No | Yes | Yes | Yes | Yes | Yes | Two year | No | Mailed check | 79.2 | 2497.2 | No |
3170-NMYVV | Female | 0 | Yes | Yes | 50 | Yes | No | No | No internet service | No internet service | No internet service | No internet service | No internet service | No internet service | Two year | No | Bank transfer (automatic) | 20.15 | 930.9 | No |
7410-OIEDU | Male | 0 | No | No | 10 | Yes | No | Fiber optic | Yes | No | Yes | No | No | No | Month-to-month | Yes | Mailed check | 79.85 | 887.35 | No |
2273-QCKXA | Male | 0 | No | No | 1 | Yes | No | DSL | No | No | No | Yes | No | No | Month-to-month | No | Mailed check | 49.05 | 49.05 | No |
0731-EBJQB | Female | 0 | Yes | Yes | 52 | Yes | No | No | No internet service | No internet service | No internet service | No internet service | No internet service | No internet service | One year | Yes | Electronic check | 20.4 | 1090.65 | No |
1891-QRQSA | Male | 1 | Yes | Yes | 64 | Yes | Yes | Fiber optic | Yes | No | Yes | Yes | Yes | Yes | Two year | Yes | Bank transfer (automatic) | 111.6 | 7099 | No |
8028-PNXHQ | Male | 0 | Yes | Yes | 62 | Yes | Yes | No | No internet service | No internet service | No internet service | No internet service | No internet service | No internet service | Two year | Yes | Bank transfer (automatic) | 24.25 | 1424.6 | No |
5630-AHZIL | Female | 0 | No | Yes | 3 | Yes | No | DSL | Yes | No | No | Yes | No | Yes | Month-to-month | Yes | Bank transfer (automatic) | 64.5 | 177.4 | No |
2673-CXQEU | Female | 1 | No | No | 56 | Yes | Yes | Fiber optic | Yes | Yes | Yes | No | Yes | Yes | One year | No | Electronic check | 110.5 | 6139.5 | No |
6416-JNVRK | Female | 0 | No | No | 46 | Yes | No | DSL | No | No | No | No | No | Yes | One year | No | Credit card (automatic) | 55.65 | 2688.85 | No |
5590-ZSKRV | Female | 0 | Yes | Yes | 8 | Yes | No | DSL | Yes | Yes | No | No | No | No | Month-to-month | No | Mailed check | 54.65 | 482.25 | No |
0191-ZHSKZ | Male | 1 | No | No | 30 | Yes | No | DSL | Yes | Yes | No | No | Yes | Yes | Month-to-month | Yes | Electronic check | 74.75 | 2111.3 | No |
3887-PBQAO | Female | 0 | Yes | Yes | 45 | Yes | Yes | No | No internet service | No internet service | No internet service | No internet service | No internet service | No internet service | One year | Yes | Credit card (automatic) | 25.9 | 1216.6 | No |
5919-TMRGD | Female | 0 | No | Yes | 1 | Yes | No | Fiber optic | No | No | No | No | Yes | No | Month-to-month | Yes | Electronic check | 79.35 | 79.35 | Yes |
8108-UXRQN | Female | 0 | Yes | Yes | 11 | No | No phone service | DSL | Yes | No | No | No | Yes | Yes | Month-to-month | No | Electronic check | 50.55 | 565.35 | No |
9191-MYQKX | Female | 0 | Yes | No | 7 | Yes | No | Fiber optic | No | No | Yes | No | No | No | Month-to-month | Yes | Bank transfer (automatic) | 75.15 | 496.9 | Yes |
9919-YLNNG | Female | 0 | No | No | 42 | Yes | No | Fiber optic | No | Yes | Yes | Yes | Yes | Yes | Month-to-month | Yes | Bank transfer (automatic) | 103.8 | 4327.5 | No |
0318-ZOPWS | Female | 0 | Yes | No | 49 | Yes | No | No | No internet service | No internet service | No internet service | No internet service | No internet service | No internet service | Two year | Yes | Bank transfer (automatic) | 20.15 | 973.35 | No |
4445-ZJNMU | Male | 0 | No | No | 9 | Yes | Yes | Fiber optic | No | Yes | No | No | Yes | Yes | Month-to-month | Yes | Credit card (automatic) | 99.3 | 918.75 | No |
4808-YNLEU | Female | 0 | Yes | No | 35 | Yes | No | DSL | Yes | No | No | No | Yes | No | One year | Yes | Bank transfer (automatic) | 62.15 | 2215.45 | No |
1862-QRWPE | Female | 0 | Yes | Yes | 48 | Yes | No | No | No internet service | No internet service | No internet service | No internet service | No internet service | No internet service | Two year | No | Bank transfer (automatic) | 20.65 | 1057 | No |
2796-NNUFI | Female | 0 | Yes | Yes | 46 | Yes | No | No | No internet service | No internet service | No internet service | No internet service | No internet service | No internet service | Two year | Yes | Mailed check | 19.95 | 927.1 | No |
3016-KSVCP | Male | 0 | Yes | No | 29 | No | No phone service | DSL | No | No | No | No | Yes | No | Month-to-month | No | Mailed check | 33.75 | 1009.25 | No |
4767-HZZHQ | Male | 0 | Yes | Yes | 30 | Yes | No | Fiber optic | No | Yes | Yes | No | No | No | Month-to-month | No | Bank transfer (automatic) | 82.05 | 2570.2 | No |
2424-WVHPL | Male | 1 | No | No | 1 | Yes | No | Fiber optic | No | No | No | Yes | No | No | Month-to-month | No | Electronic check | 74.7 | 74.7 | No |
7233-PAHHL | Male | 0 | Yes | Yes | 66 | Yes | Yes | DSL | Yes | No | Yes | Yes | Yes | Yes | Two year | Yes | Mailed check | 84 | 5714.25 | No |
6067-NGCEU | Female | 0 | No | No | 65 | Yes | Yes | Fiber optic | Yes | Yes | Yes | No | Yes | Yes | Month-to-month | Yes | Credit card (automatic) | 111.05 | 7107 | No |
9848-JQJTX | Male | 0 | No | No | 72 | Yes | Yes | Fiber optic | No | Yes | Yes | No | Yes | Yes | Two year | Yes | Bank transfer (automatic) | 100.9 | 7459.05 | No |
8637-XJIVR | Female | 0 | No | No | 12 | Yes | Yes | Fiber optic | Yes | No | No | No | No | No | Month-to-month | Yes | Electronic check | 78.95 | 927.35 | Yes |
9803-FTJCG | Male | 0 | Yes | Yes | 71 | Yes | Yes | DSL | Yes | Yes | No | Yes | No | No | One year | Yes | Credit card (automatic) | 66.85 | 4748.7 | No |
0278-YXOOG | Male | 0 | No | No | 5 | Yes | No | No | No internet service | No internet service | No internet service | No internet service | No internet service | No internet service | Month-to-month | No | Mailed check | 21.05 | 113.85 | Yes |
3212-KXOCR | Male | 0 | No | No | 52 | Yes | No | No | No internet service | No internet service | No internet service | No internet service | No internet service | No internet service | Two year | No | Bank transfer (automatic) | 21 | 1107.2 | No |
4598-XLKNJ | Female | 1 | Yes | No | 25 | Yes | No | Fiber optic | No | Yes | Yes | No | Yes | Yes | Month-to-month | Yes | Electronic check | 98.5 | 2514.5 | Yes |