data/metadata/Customer_Churn.json

{
  "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"
  }
}