{
  "copyright_text": "Creative Commons Attribution license (reuse allowed)",
  "description": "Showing use cases of pragmatic data analysis in python",
  "duration": 1776,
  "language": "eng",
  "recorded": "2017-10-25",
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      "url": "http://pycon.hk/2017/topics/python-for-data-analysis/"
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  "speakers": [
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  "tags": [],
  "thumbnail_url": "https://i.ytimg.com/vi/jhabQhuQjxI/maxresdefault.jpg",
  "title": "Python for data analysis",
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