File descriptions
train.csv
- the training set
test.csv
- the test set
sampleSubmission.csv
- a sample submission file in the correct format
Features
customerID- Customer ID
gender- Customer gender (female, male)
SeniorCitizen- Whether the customer is a senior citizen or not (1, 0)
Partner- Whether the customer has a partner or not (Yes, No)
Dependents- Whether the customer has dependents or not (Yes, No)
tenure- Number of months the customer has stayed with the company
PhoneService- Whether the customer has a phone service or not (Yes, No)
MultipleLines- Whether the customer has multiple lines or not (Yes, No, No phone service)
InternetService- Customer’s internet service provider (DSL, Fiber optic, No)
OnlineSecurity- Whether the customer has online security or not (Yes, No, No internet service)
OnlineBackup- Whether the customer has online backup or not (Yes, No, No internet service)
DeviceProtection- Whether the customer has device protection or not (Yes, No, No internet service)
TechSupport - Whether the customer has tech support or not (Yes, No, No internet service)
StreamingTV- Whether the customer has streaming TV or not (Yes, No, No internet service)
StreamingMovies- Whether the customer has streaming movies or not (Yes, No, No internet service)
Contract- The contract term of the customer (Month-to-month, One year, Two year)
PaperlessBilling- Whether the customer has paperless billing or not (Yes, No)
PaymentMethod- The customer’s payment method (Electronic check, Mailed check, Bank transfer (automatic), Credit card (automatic))
MonthlyCharges- The amount charged to the customer monthly
TotalCharges- The total amount charged to the customer
Churn- Whether the customer churned or not (Yes or No) (Target)