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yohanesnuwara/Telco_unique_values.csv

Last active January 6, 2022 03:58
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Unique values of Telco preprocessed dataset
Raw
Telco_unique_values.csv
Column Unique Values Description
SeniorCitizen [0, 1] 0: No older than 65; 1: Older than 65
Partner [0, 1] 0: Single; 1: Married
Dependents [0, 1] 0: Has no children or grandparents; 1: Has any
tenure [1, 2, 8, 34, 45]
PhoneService [0, 1] 0: Not subscribes to home phone service; 1: Has phone service
MultipleLines [0, 1, 2] 0: No phone service at all; 1: Not subscribes to multiple phone lines; 2: Has multiple phone lines
OnlineSecurity [0, 1, 2] 0: No internet service; 1: Not have additional online security; 2: Have additional online security
OnlineBackup [0, 1, 2] 0: No internet service; Not have additional online backup; 2: Have additional online backup
DeviceProtection [0, 1, 2] 0: No internet service; 1: Not have device protection; 2: Have device protection
TechSupport [0, 1, 2] 0:No internet service; 1: Not have tech support; 2: Have tech support
StreamingTV [0, 1, 2] 0:No internet service; 1: Not have TV streaming service from third provider; 2: Have TV streaming service
StreamingMovies [0, 1, 2] 0: No internet service; 1: Not have movies streaming service from third provider; 2: Have movies streaming service
Contract [0, 1, 2] 0: Month-to-month contract type; 1: One-year contract; 2: Two-year contract
PaperlessBilling [0, 1] 0: Not choose paperless billing; 1: Choose paperless billing
MonthlyCharges [29.85, 42.3, 53.85, 56.95, 70.7]
TotalCharges [29.85, 108.15, 151.65, 1840.75, 1889.5]
gender_Female [0, 1] 0: Not female; 1: Is female
gender_Male [0, 1] 0: Not male; 1: Is male
PaymentMethod_Bank transfer (automatic) [0, 1] 0: Not pay with bank transfer; 1: Pay with bank transfer
PaymentMethod_Credit card (automatic) [0, 1] 0: Not pay with credit card; 1: Pay with credit card
PaymentMethod_Electronic check [0, 1] 0: Not pay with electronic check; 1: Pay with electronic check
PaymentMethod_Mailed check [0, 1] 0: Not pay with mailed check; 1: Pay with mailed check
InternetService_DSL [0, 1] 0: Not subscribe with DSL; 1: Subscribe with DSL
InternetService_Fiber optic [0, 1] 0: Not subscribe with fiber-optic; 1: Subscribe with fiber-optic
InternetService_No [0, 1] 0: Not subscribe to any internet service; 1: Subscribe to internet service
Churn [0, 1] 0: Customer remained with company; 1: Customer left company
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