All materials
data_profile.json
jsondata_profile.json
{
"columns": {
"tenure_months": {
"type": "int",
"min": 1,
"max": 72,
"null_rate": 0.0
},
"monthly_charges": {
"type": "float",
"min": 200.15,
"max": 4999.38,
"null_rate": 0.0
},
"total_charges": {
"type": "float",
"min": 254.41,
"max": 422423.78,
"null_rate": 0.0
},
"num_complaints": {
"type": "int",
"min": 0,
"max": 13,
"null_rate": 0.0
},
"data_usage_gb": {
"type": "float",
"min": 0.1,
"max": 50.0,
"null_rate": 0.0
},
"contract_type": {
"type": "str",
"values": [
"month-to-month",
"one-year",
"two-year"
],
"null_rate": 0.0
},
"payment_method": {
"type": "str",
"values": [
"bank_transfer",
"credit_card",
"mobile_money",
"cash"
],
"null_rate": 0.0
},
"segment": {
"type": "str",
"values": [
"prepaid",
"postpaid"
],
"null_rate": 0.0
}
}
}