{ "rows": 7043, "columns": [ "customerID", "gender", "SeniorCitizen", "Partner", "Dependents", "tenure", "PhoneService", "MultipleLines", "InternetService", "OnlineSecurity", "OnlineBackup", "DeviceProtection", "TechSupport", "StreamingTV", "StreamingMovies", "Contract", "PaperlessBilling", "PaymentMethod", "MonthlyCharges", "TotalCharges", "Churn" ], "numeric_columns": [ "SeniorCitizen", "tenure", "MonthlyCharges" ], "categorical_columns": [ "customerID", "gender", "Partner", "Dependents", "PhoneService", "MultipleLines", "InternetService", "OnlineSecurity", "OnlineBackup", "DeviceProtection", "TechSupport", "StreamingTV", "StreamingMovies", "Contract", "PaperlessBilling", "PaymentMethod", "TotalCharges", "Churn" ], "missing_values": { "customerID": 0.0, "gender": 0.0, "SeniorCitizen": 0.0, "Partner": 0.0, "Dependents": 0.0, "tenure": 0.0, "PhoneService": 0.0, "MultipleLines": 0.0, "InternetService": 0.0, "OnlineSecurity": 0.0, "OnlineBackup": 0.0, "DeviceProtection": 0.0, "TechSupport": 0.0, "StreamingTV": 0.0, "StreamingMovies": 0.0, "Contract": 0.0, "PaperlessBilling": 0.0, "PaymentMethod": 0.0, "MonthlyCharges": 0.0, "TotalCharges": 0.0, "Churn": 0.0 }, "column_types": { "customerID": "str", "gender": "str", "SeniorCitizen": "int64", "Partner": "str", "Dependents": "str", "tenure": "int64", "PhoneService": "str", "MultipleLines": "str", "InternetService": "str", "OnlineSecurity": "str", "OnlineBackup": "str", "DeviceProtection": "str", "TechSupport": "str", "StreamingTV": "str", "StreamingMovies": "str", "Contract": "str", "PaperlessBilling": "str", "PaymentMethod": "str", "MonthlyCharges": "float64", "TotalCharges": "str", "Churn": "str" } }