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Identify the types of data Fill in the table below with the type of data for each the variables of the dataset ( refer to
Identify the types of data Fill in the table below with the type of data for each the variables of the dataset
( refer to Data Dictionary table)
Variables | Type of Data (nominal, ordinal, discrete or continuous) |
customerID | |
gender | |
SeniorCitizen | |
Partner | |
Dependents | |
tenure | |
PhoneService | |
MultipleLines | |
InternetService | |
OnlineSecurity | |
OnlineBackup | |
DeviceProtection | |
TechSupport | |
StreamingTV | |
StreamingMovies | |
Contract | |
PaperlessBilling | |
PaymentMethod | |
MonthlyCharges | |
TotalCharges | |
Churn |
The data dictionary table below:
customerID | Customer ID |
gender | gender (female, male) |
SeniorCitizen | Whether the customer is a senior citizen or not (1, 0) |
Partner | 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 through the whole duration the customer stayed with the telecom company |
Churn | Whether the customer churned or not (Yes or No) |
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