# Churn Prediction — Data

来源：https://www.kaggle.com/competitions/churn-predictions/data

本地 Meta Kaggle 快照；不是本次实时页面。

# Dataset Description


<h2>File descriptions</h2>
<ul>
<li><strong>train.csv</strong> - the training set</li>
<li><strong>test.csv</strong> - the test set</li>
<li><strong>sampleSubmission.csv</strong> - a sample submission file in the correct format</li>
</ul>

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