temporaldrift777/telco-churn-7k

Telco Churn 7k

A 7,043-row customer-retention dataset drawn from a U.S. telecom provider. Each record profiles one account with 21 concise attributes and a Churn flag (Yes / No) indicating whether the customer left within the last month. The schema is:

• —customerID – unique subscriber identifier
• —gender – {Female, Male}
• —SeniorCitizen – {0, 1}
• —Partner, Dependents – {Yes, No}
• —tenure – months of service (0–72)
• —PhoneService, MultipleLines – {Yes, No, No phone service}
• —InternetService – {DSL, Fiber optic, No}
• —OnlineSecurity, OnlineBackup, DeviceProtection, TechSupport, StreamingTV, StreamingMovies – {Yes, No, No internet service}
• —Contract – {Month-to-month, One year, Two year}
• —PaperlessBilling – {Yes, No}
• —PaymentMethod – {Electronic check, Mailed check, Bank transfer (automatic), Credit card (automatic)}
• —MonthlyCharges, TotalCharges – numeric fees in USD
• —Churn – target label for churn prediction

The dataset mixes categorical, numeric and missing-value patterns typical of real CRM exports, making it a standard benchmark for churn-modeling and customer-analytics pipelines.