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S.No.,Variable Name�,Meaning | ||
1,CustomerID�,The unique ID of each customer | ||
2,Gender�,The gender of a person | ||
3,SeniorCitizen,Whether a customer can be classified as a senior citizen. | ||
4,Partner�,If a customer is married/ in a live-in relationship. | ||
5,Dependents,If a customer has dependents (children/ retired parents) | ||
6,Tenure,The time for which a customer has been using the service. | ||
7,PhoneService �,Whether a customer has a landline phone service along with the internet service. | ||
8,MultipleLines,Whether a customer has multiple lines of internet connectivity. | ||
9,InternetService�,The type of internet services chosen by the customer. | ||
10,OnlineSecurity�,Specifies if a customer has online security. | ||
11,OnlineBackup�,Specifies if a customer has online backup. | ||
12,DeviceProtection�,Specifies if a customer has opted for device protection. | ||
13,TechSupport�,Whether a customer has opted for tech support of not. | ||
14,StreamingTV,Whether a customer has an option of TV streaming. | ||
15,StreamingMovies�,Whether a customer has an option of Movie streaming. | ||
16,Contract �,The type of contract a customer has chosen. | ||
17,PaperlessBilling �,Whether a customer has opted for paperless billing. | ||
18,PaymentMethod�,Specifies the method by which bills are paid. | ||
19,MonthlyCharges�,Specifies the money paid by a customer each month. | ||
20,TotalCharges�,The total money paid by the customer to the company. | ||
21,Churn �,This is the target variable which specifies if a customer has churned or not. |
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