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  "fetched_at": "2026-10-20T05:07:51Z",
  "source_url": "https://www.kaggle.com/competitions/classifying-customers-into-segments/data",
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    {
      "name": "data-description",
      "content": "The following are the Data for the Competition:\n**Training Dataset**\n\n**Testing Dataset**\n\n**Make sure you drop the Unnamed column in the Testing dataset before you start working on it.**\n\nFollowing are the columns in the Datasets:\n\nID:\t                          Unique ID\nGender:\t                  Gender of the customer\nEver_Married:\t          Marital status of the customer\nAge:\t                  Age of the customer\nGraduated:\t          Is the customer a graduate?\nProfession:\t          Profession of the customer\nWork_Experience:\t  Work Experience in years\nSpending_Score:\t  Spending score of the customer\nFamily_Size:             Number of family members for the customer (including the customer)\nVar_1:\t                  Anonymised Category for the customer\nSegmentation:\t  Target -> Customer Segment of the customer\n\n**Acknowledgements:**\nThis dataset was acquired from the **Analytics Vidhya Hackathon.**\n\n",
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      "content": "### Overview about the Competition\n\nCustomer segmentation classification is a marketing strategy that involves dividing a large and heterogeneous market into smaller and more manageable groups of customers with similar needs and characteristics. The process involves analyzing customer data to identify commonalities such as demographics, behavior, purchasing patterns, and preferences.\n\nOnce these groups have been identified, businesses can tailor their marketing efforts and product offerings to better meet the specific needs and preferences of each segment. This can help to increase customer satisfaction and loyalty, as well as improve overall business performance.\n\nCustomer segmentation classification can be carried out using various methods, such as geographic, demographic, psychographic, and behavioral segmentation. The choice of method will depend on the nature of the business and the goals of the marketing strategy.\n\nOverall, customer segmentation classification is an essential marketing tool that can help businesses to effectively target and engage their customers, increase sales, and build stronger relationships with their customer base.",
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    {
      "name": "Evaluation",
      "content": "The evaluation will be done by comparing the submitted predictions on the testing dataset and the observed target for the testing data.",
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    {
      "name": "rules",
      "content": "This is a page where you can include rules that participants must accept before joining. You may wish to include rules like:\n\n - Don't cheat!\n - Apply yourself!",
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