{
  "id": 583435,
  "title": "External Datasets?",
  "url": "/competitions/drw-crypto-market-prediction/discussion/583435",
  "author_name": "",
  "post_date": "2025-06-06T20:14:09.537788700Z",
  "votes": 2,
  "comment_count": 1,
  "views": 0,
  "content": "<p>I’m looking for any non-time-series external data that could meaningfully enrich the minute-level features in this competition. So far I’m running into a wall, since there is only one anonymized token and any static lookup adds no per-row signal, while most on-chain or exchange feeds are themselves time series and risk leakage. Has anyone discovered a creative external source, perhaps a one-off protocol snapshot or a metadata feed that can be encoded without introducing temporal information, that still provides variation at the minute level? Any pointers on where to look or ideas for truly external features would be greatly appreciated.</p>",
  "messages": [
    {
      "id": "3218862",
      "postDate": "06/06/2025 20:14:09",
      "content": "<p>I’m looking for any non-time-series external data that could meaningfully enrich the minute-level features in this competition. So far I’m running into a wall, since there is only one anonymized token and any static lookup adds no per-row signal, while most on-chain or exchange feeds are themselves time series and risk leakage. Has anyone discovered a creative external source, perhaps a one-off protocol snapshot or a metadata feed that can be encoded without introducing temporal information, that still provides variation at the minute level? Any pointers on where to look or ideas for truly external features would be greatly appreciated.</p>",
      "rawMarkdown": "I’m looking for any non-time-series external data that could meaningfully enrich the minute-level features in this competition. So far I’m running into a wall, since there is only one anonymized token and any static lookup adds no per-row signal, while most on-chain or exchange feeds are themselves time series and risk leakage. Has anyone discovered a creative external source, perhaps a one-off protocol snapshot or a metadata feed that can be encoded without introducing temporal information, that still provides variation at the minute level? Any pointers on where to look or ideas for truly external features would be greatly appreciated.",
      "votes": null
    },
    {
      "id": "3219723",
      "postDate": "06/08/2025 08:47:59",
      "content": "<p>Maybe you could try generating the extra data with AI.</p>",
      "rawMarkdown": "Maybe you could try generating the extra data with AI.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 3219723,
      "author_name": "alwanna",
      "author_url": "",
      "post_date": "06/08/2025 08:47:59",
      "content": "<p>Maybe you could try generating the extra data with AI.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "3218862": "I’m looking for any non-time-series external data that could meaningfully enrich the minute-level features in this competition. So far I’m running into a wall, since there is only one anonymized token and any static lookup adds no per-row signal, while most on-chain or exchange feeds are themselves time series and risk leakage. Has anyone discovered a creative external source, perhaps a one-off protocol snapshot or a metadata feed that can be encoded without introducing temporal information, that still provides variation at the minute level? Any pointers on where to look or ideas for truly external features would be greatly appreciated.",
    "3219723": "Maybe you could try generating the extra data with AI."
  },
  "source": "meta"
}