{
  "id": 313927,
  "title": "Most to Least Common Clothing Article Features",
  "url": "/competitions/h-and-m-personalized-fashion-recommendations/discussion/313927",
  "author_name": "",
  "post_date": "2022-03-19T17:28:24.061657Z",
  "votes": 8,
  "comment_count": 2,
  "views": 0,
  "content": "<p>I sorted the features of the clothes articles from most common, fewest unique values, to most diverse, most unique columns, to help me in my work. Thought it could be useful to others. I only used the <code>[x]_name</code> columns but this can be extended to the numerics as well. Dropped <code>prod_name</code> since it was so varied. </p>\n<pre><code>index_group_name                  5\nperceived_colour_value_name       8\nindex_name                       10\nproduct_group_name               19\nperceived_colour_master_name     20\ngarment_group_name               21\ngraphical_appearance_name        30\ncolour_group_name                50\nsection_name                     56\nproduct_type_name               131\ndepartment_name                 250\ndtype: int64\n</code></pre>\n<p>As a list: </p>\n<pre><code>['index_group_name',\n 'perceived_colour_value_name',\n 'index_name',\n 'product_group_name',\n 'perceived_colour_master_name',\n 'garment_group_name',\n 'graphical_appearance_name',\n 'colour_group_name',\n 'section_name',\n 'product_type_name',\n 'department_name']\n</code></pre>",
  "messages": [
    {
      "id": "1729159",
      "postDate": "03/19/2022 17:28:24",
      "content": "<p>I sorted the features of the clothes articles from most common, fewest unique values, to most diverse, most unique columns, to help me in my work. Thought it could be useful to others. I only used the <code>[x]_name</code> columns but this can be extended to the numerics as well. Dropped <code>prod_name</code> since it was so varied. </p>\n<pre><code>index_group_name                  5\nperceived_colour_value_name       8\nindex_name                       10\nproduct_group_name               19\nperceived_colour_master_name     20\ngarment_group_name               21\ngraphical_appearance_name        30\ncolour_group_name                50\nsection_name                     56\nproduct_type_name               131\ndepartment_name                 250\ndtype: int64\n</code></pre>\n<p>As a list: </p>\n<pre><code>['index_group_name',\n 'perceived_colour_value_name',\n 'index_name',\n 'product_group_name',\n 'perceived_colour_master_name',\n 'garment_group_name',\n 'graphical_appearance_name',\n 'colour_group_name',\n 'section_name',\n 'product_type_name',\n 'department_name']\n</code></pre>",
      "rawMarkdown": "I sorted the features of the clothes articles from most common, fewest unique values, to most diverse, most unique columns, to help me in my work. Thought it could be useful to others. I only used the `[x]_name` columns but this can be extended to the numerics as well. Dropped `prod_name` since it was so varied. \n\n```\nindex_group_name                  5\nperceived_colour_value_name       8\nindex_name                       10\nproduct_group_name               19\nperceived_colour_master_name     20\ngarment_group_name               21\ngraphical_appearance_name        30\ncolour_group_name                50\nsection_name                     56\nproduct_type_name               131\ndepartment_name                 250\ndtype: int64\n```\nAs a list: \n```\n['index_group_name',\n 'perceived_colour_value_name',\n 'index_name',\n 'product_group_name',\n 'perceived_colour_master_name',\n 'garment_group_name',\n 'graphical_appearance_name',\n 'colour_group_name',\n 'section_name',\n 'product_type_name',\n 'department_name']\n```",
      "votes": null
    },
    {
      "id": "1730088",
      "postDate": "03/20/2022 22:55:55",
      "content": "<p>I would think there are four independent (more or less) categorization hierarchies here. Two and Four are connected but still independent.</p>\n<p>One</p>\n<blockquote>\n  <p>index_group_name                           5 <br>\n  index_name                                     10<br>\n  product_group_name                      19<br>\n  garment_group_name                     21<br>\n  section_name                                  56<br>\n  product_type_name                       131<br>\n  department_name                         250</p>\n</blockquote>\n<p>Two</p>\n<blockquote>\n  <p>perceived_colour_value_name          8<br>\n  perceived_colour_master_name     20</p>\n</blockquote>\n<p>Three</p>\n<blockquote>\n  <p>graphical_appearance_name        30</p>\n</blockquote>\n<p>Four</p>\n<blockquote>\n  <p>colour_group_name                        50</p>\n</blockquote>",
      "rawMarkdown": "I would think there are four independent (more or less) categorization hierarchies here. Two and Four are connected but still independent.\n\nOne\n> index_group_name                           5 \n> index_name                                     10\n> product_group_name                      19\n> garment_group_name                     21\n> section_name                                  56\n> product_type_name                       131\n> department_name                         250\n\nTwo\n\n> perceived_colour_value_name          8\n> perceived_colour_master_name     20\n\nThree\n\n> graphical_appearance_name        30\n\nFour\n> colour_group_name                        50",
      "votes": null
    },
    {
      "id": "1730743",
      "postDate": "03/21/2022 15:17:04",
      "content": "<p>Yup think this tracks with what I am seeing! </p>",
      "rawMarkdown": "Yup think this tracks with what I am seeing!",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1730088,
      "author_name": "atulverma",
      "author_url": "",
      "post_date": "03/20/2022 22:55:55",
      "content": "<p>I would think there are four independent (more or less) categorization hierarchies here. Two and Four are connected but still independent.</p>\n<p>One</p>\n<blockquote>\n  <p>index_group_name                           5 <br>\n  index_name                                     10<br>\n  product_group_name                      19<br>\n  garment_group_name                     21<br>\n  section_name                                  56<br>\n  product_type_name                       131<br>\n  department_name                         250</p>\n</blockquote>\n<p>Two</p>\n<blockquote>\n  <p>perceived_colour_value_name          8<br>\n  perceived_colour_master_name     20</p>\n</blockquote>\n<p>Three</p>\n<blockquote>\n  <p>graphical_appearance_name        30</p>\n</blockquote>\n<p>Four</p>\n<blockquote>\n  <p>colour_group_name                        50</p>\n</blockquote>",
      "votes": null,
      "replies": [
        {
          "id": 1730743,
          "author_name": "dannellyz",
          "author_url": "",
          "post_date": "03/21/2022 15:17:04",
          "content": "<p>Yup think this tracks with what I am seeing! </p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "1729159": "I sorted the features of the clothes articles from most common, fewest unique values, to most diverse, most unique columns, to help me in my work. Thought it could be useful to others. I only used the `[x]_name` columns but this can be extended to the numerics as well. Dropped `prod_name` since it was so varied. \n\n```\nindex_group_name                  5\nperceived_colour_value_name       8\nindex_name                       10\nproduct_group_name               19\nperceived_colour_master_name     20\ngarment_group_name               21\ngraphical_appearance_name        30\ncolour_group_name                50\nsection_name                     56\nproduct_type_name               131\ndepartment_name                 250\ndtype: int64\n```\nAs a list: \n```\n['index_group_name',\n 'perceived_colour_value_name',\n 'index_name',\n 'product_group_name',\n 'perceived_colour_master_name',\n 'garment_group_name',\n 'graphical_appearance_name',\n 'colour_group_name',\n 'section_name',\n 'product_type_name',\n 'department_name']\n```",
    "1730088": "I would think there are four independent (more or less) categorization hierarchies here. Two and Four are connected but still independent.\n\nOne\n> index_group_name                           5 \n> index_name                                     10\n> product_group_name                      19\n> garment_group_name                     21\n> section_name                                  56\n> product_type_name                       131\n> department_name                         250\n\nTwo\n\n> perceived_colour_value_name          8\n> perceived_colour_master_name     20\n\nThree\n\n> graphical_appearance_name        30\n\nFour\n> colour_group_name                        50",
    "1730743": "Yup think this tracks with what I am seeing!"
  },
  "source": "meta"
}