{
  "fetched_at": "2026-10-20T03:22:55Z",
  "source_url": "https://www.kaggle.com/competitions/churn-predictions/data",
  "pages": [
    {
      "name": "data-description",
      "content": "\n<h2>File descriptions</h2>\n<ul>\n<li><strong>train.csv</strong> - the training set</li>\n<li><strong>test.csv</strong> - the test set</li>\n<li><strong>sampleSubmission.csv</strong> - a sample submission file in the correct format</li>\n</ul>\n\n<strong>Features</strong>\n<ul>\n<li>customerID- Customer ID\n<li>gender- Customer gender (female, male)\n<li>SeniorCitizen- Whether the customer is a senior citizen or not (1, 0)\n<li>Partner- Whether the customer has a partner or not (Yes, No)\n<li>Dependents- Whether the customer has dependents or not (Yes, No)\n<li>tenure- Number of months the customer has stayed with the company\n<li>PhoneService- Whether the customer has a phone service or not (Yes, No)\n<li>MultipleLines- Whether the customer has multiple lines or not (Yes, No, No phone service)\n<li>InternetService- Customer’s internet service provider (DSL, Fiber optic, No)\n<li>OnlineSecurity- Whether the customer has online security or not (Yes, No, No internet service)\n<li>OnlineBackup- Whether the customer has online backup or not (Yes, No, No internet service)\n<li>DeviceProtection- Whether the customer has device protection or not (Yes, No, No internet service)\n<li>TechSupport - Whether the customer has tech support or not (Yes, No, No internet service)\n<li>StreamingTV- Whether the customer has streaming TV or not (Yes, No, No internet service)\n<li>StreamingMovies- Whether the customer has streaming movies or not (Yes, No, No internet service)\n<li>Contract- The contract term of the customer (Month-to-month, One year, Two year)\n<li>PaperlessBilling- Whether the customer has paperless billing or not (Yes, No)\n<li>PaymentMethod- The customer’s payment method (Electronic check, Mailed check, Bank transfer (automatic), Credit card (automatic))\n<li>MonthlyCharges- The amount charged to the customer monthly\n<li>TotalCharges- The total amount charged to the customer\n<li>Churn- Whether the customer churned or not (Yes or No) (Target)",
      "isPublished": false,
      "hasIsPublished": false,
      "postTitle": "",
      "hasPostTitle": false,
      "mimeType": "",
      "hasMimeType": false
    },
    {
      "name": "Description",
      "content": "A company which is handling cloud/telecommunication services is finding hard to retain the customers, so help the company by predicting the customers who will churn.",
      "isPublished": false,
      "hasIsPublished": false,
      "postTitle": "",
      "hasPostTitle": false,
      "mimeType": "",
      "hasMimeType": false
    },
    {
      "name": "Evaluation",
      "content": "\nAccuracy will be used for evaluation.\n<h2>Submission Format</h2>\n\n<p>The file should contain a header and have the following format:</p>\n<pre>customerID,Churn<br>8180-AKMJV,Yes<br></pre>",
      "isPublished": false,
      "hasIsPublished": false,
      "postTitle": "",
      "hasPostTitle": false,
      "mimeType": "",
      "hasMimeType": false
    },
    {
      "name": "rules",
      "content": "\n - Don't cheat!\n - Apply yourself!\n - Have fun!",
      "isPublished": false,
      "hasIsPublished": false,
      "postTitle": "",
      "hasPostTitle": false,
      "mimeType": "",
      "hasMimeType": false
    }
  ]
}