Telco Customer Churn (IBM Dataset) - Free Download
7,043 telecom customers with demographics, account information, and service subscriptions, labelled by whether they churned. A standard benchmark for churn prediction. Contains 7043 records. Download in Excel, CSV, PDF formats.
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💡 Key Takeaways
- Contains 7043 records / 21 fields
- Available for free download in Excel, CSV, and PDF formats
- Data sourced from: https://github.com/plotly/datasets
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⚠️ Showing first 20 of 7,043 records. Download the file for complete data.
| CustomerID | Gender | SeniorCitizen | Partner | Dependents | Tenure | PhoneService | MultipleLines | InternetService | OnlineSecurity | OnlineBackup | DeviceProtection | TechSupport | StreamingTV | StreamingMovies | Contract | PaperlessBilling | PaymentMethod | MonthlyCharges | TotalCharges | Churn |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 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 |