yohanesnuwara/Telco_unique_values.csv

## 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
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