{
  "id": 9709,
  "title": "python starter code",
  "url": "/competitions/seizure-detection/discussion/9709",
  "author_name": "",
  "post_date": "2014-07-10T18:09:22.403Z",
  "votes": 9,
  "comment_count": 1,
  "views": 1669,
  "content": "<p>I have benefited a lot from other Kagglers who've posted starter code for loading data and writing submission files and I'd like to return the favour.</p>\n<p>My code loads the data, downsamples it and writes a pandas panel to a pickle file which is easy to reload. There is also a function for writing a sample submission file.</p>\n<p>https://github.com/small-yellow-duck/seizure_detection</p>\n\n<p>I decided it was useful to downsample the data because the high frequency data is just white noise,&nbsp;</p>\n<p><img src=\"http://small-yellow-duck.github.io/seizure_detection/fft_patient2_ictal3_channel3.png\" alt=\"fft\" width=\"600\" height=\"450\"></p>",
  "messages": [
    {
      "id": "50304",
      "postDate": "07/10/2014 18:09:22",
      "content": "<p>I have benefited a lot from other Kagglers who've posted starter code for loading data and writing submission files and I'd like to return the favour.</p>\n<p>My code loads the data, downsamples it and writes a pandas panel to a pickle file which is easy to reload. There is also a function for writing a sample submission file.</p>\n<p>https://github.com/small-yellow-duck/seizure_detection</p>\n\n<p>I decided it was useful to downsample the data because the high frequency data is just white noise,&nbsp;</p>\n<p><img src=\"http://small-yellow-duck.github.io/seizure_detection/fft_patient2_ictal3_channel3.png\" alt=\"fft\" width=\"600\" height=\"450\"></p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "50346",
      "postDate": "07/11/2014 12:20:34",
      "content": "<p>This is excellent! I for one greatly appreciate your contribution, having just joined but being deterred by the messiness of the data.</p>",
      "rawMarkdown": "",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 50346,
      "author_name": "galvez",
      "author_url": "",
      "post_date": "07/11/2014 12:20:34",
      "content": "<p>This is excellent! I for one greatly appreciate your contribution, having just joined but being deterred by the messiness of the data.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "50304": "",
    "50346": ""
  },
  "source": "meta"
}