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Telecom churn data preprocessed
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| customerID | SeniorCitizen | Partner | Dependents | tenure | PhoneService | MultipleLines | OnlineSecurity | OnlineBackup | DeviceProtection | TechSupport | StreamingTV | StreamingMovies | Contract | PaperlessBilling | MonthlyCharges | TotalCharges | Churn | gender_Female | gender_Male | PaymentMethod_Bank transfer (automatic) | PaymentMethod_Credit card (automatic) | PaymentMethod_Electronic check | PaymentMethod_Mailed check | InternetService_DSL | InternetService_Fiber optic | InternetService_No | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7590-VHVEG | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 1 | 0 | 1 | 29.85 | 29.85 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | |
| 5575-GNVDE | 0 | 0 | 0 | 34 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 0 | 56.95 | 1889.5 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | |
| 3668-QPYBK | 0 | 0 | 0 | 2 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 0 | 1 | 53.85 | 108.15 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | |
| 7795-CFOCW | 0 | 0 | 0 | 45 | 0 | 0 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 0 | 42.3 | 1840.75 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | |
| 9237-HQITU | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 70.7 | 151.65 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | |
| 9305-CDSKC | 0 | 0 | 0 | 8 | 1 | 2 | 1 | 1 | 2 | 1 | 2 | 2 | 0 | 1 | 99.65 | 820.5 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | |
| 1452-KIOVK | 0 | 0 | 1 | 22 | 1 | 2 | 1 | 2 | 1 | 1 | 2 | 1 | 0 | 1 | 89.1 | 1949.4 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | |
| 6713-OKOMC | 0 | 0 | 0 | 10 | 0 | 0 | 2 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 29.75 | 301.9 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | |
| 7892-POOKP | 0 | 1 | 0 | 28 | 1 | 2 | 1 | 1 | 2 | 2 | 2 | 2 | 0 | 1 | 104.8 | 3046.05 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | |
| 6388-TABGU | 0 | 0 | 1 | 62 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 0 | 56.15 | 3487.95 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 |
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