{
  "id": 307022,
  "title": "Patterns in Missing Data for Customers",
  "url": "/competitions/h-and-m-personalized-fashion-recommendations/discussion/307022",
  "author_name": "JohnM",
  "post_date": "2022-02-12T04:48:48.085000",
  "votes": 12,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Below is a chart showing patterns in missing values for customer data. I sampled 5000 rows at random. The obvious correlation is between the features FN and Active, which is discussed here. <a href=\"https://www.kaggle.com/c/h-and-m-personalized-fashion-recommendations/discussion/307001\" target=\"_blank\">FN Feature Meaning</a></p>\n<p>There is a small set of customers who have a value in one field but not the other. I'm interested to find out more about their purchases. (update below)</p>\n<p><img src=\"https://i.imgur.com/WfERzvD.png\" alt=\"missing\"></p>\n<p>Update: Here is a plot of transaction count vs. mean price for 5000 observations from each combination of FN and Active. There are some outliers but otherwise they appear to have similar profiles.</p>\n<p><img src=\"https://i.imgur.com/kfC64lE.png\" alt=\"scatter\"></p>",
  "messages": [
    {
      "id": 1686454,
      "postDate": "2022-02-12T04:48:48.087Z",
      "content": "<p>Below is a chart showing patterns in missing values for customer data. I sampled 5000 rows at random. The obvious correlation is between the features FN and Active, which is discussed here. <a href=\"https://www.kaggle.com/c/h-and-m-personalized-fashion-recommendations/discussion/307001\" target=\"_blank\">FN Feature Meaning</a></p>\n<p>There is a small set of customers who have a value in one field but not the other. I'm interested to find out more about their purchases. (update below)</p>\n<p><img src=\"https://i.imgur.com/WfERzvD.png\" alt=\"missing\"></p>\n<p>Update: Here is a plot of transaction count vs. mean price for 5000 observations from each combination of FN and Active. There are some outliers but otherwise they appear to have similar profiles.</p>\n<p><img src=\"https://i.imgur.com/kfC64lE.png\" alt=\"scatter\"></p>",
      "rawMarkdown": "Below is a chart showing patterns in missing values for customer data. I sampled 5000 rows at random. The obvious correlation is between the features FN and Active, which is discussed here. [FN Feature Meaning](https://www.kaggle.com/c/h-and-m-personalized-fashion-recommendations/discussion/307001)\n\nThere is a small set of customers who have a value in one field but not the other. I'm interested to find out more about their purchases. (update below)\n\n![missing](https://i.imgur.com/WfERzvD.png)\n\nUpdate: Here is a plot of transaction count vs. mean price for 5000 observations from each combination of FN and Active. There are some outliers but otherwise they appear to have similar profiles.\n\n![scatter](https://i.imgur.com/kfC64lE.png)",
      "votes": 12
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "1686454": "Below is a chart showing patterns in missing values for customer data. I sampled 5000 rows at random. The obvious correlation is between the features FN and Active, which is discussed here. [FN Feature Meaning](https://www.kaggle.com/c/h-and-m-personalized-fashion-recommendations/discussion/307001)\n\nThere is a small set of customers who have a value in one field but not the other. I'm interested to find out more about their purchases. (update below)\n\n![missing](https://i.imgur.com/WfERzvD.png)\n\nUpdate: Here is a plot of transaction count vs. mean price for 5000 observations from each combination of FN and Active. There are some outliers but otherwise they appear to have similar profiles.\n\n![scatter](https://i.imgur.com/kfC64lE.png)"
  }
}