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"alias": "video/3467/other-peoples-messy-data-and-how-not-to-hate-it",
"category": "PyCon US 2015",
"copyright_text": "creativeCommon",
"description": "Have you ever viscerally hated a dataset? Do you want to just get data\ncleaning out of the way? Are you always left wondering how it consumes\nmost of your time? Whether you work in the sciences, work with\ngovernment data or scrape websites, data cleaning is a necessary evil.\nWe'll share our woes and check out state of the art in day to day data\ncleaning tools and strategies.\n",
"duration": null,
"id": 3467,
"language": "eng",
"quality_notes": "",
"recorded": "2015-04-12",
"slug": "other-peoples-messy-data-and-how-not-to-hate-it",
"speakers": [
"Mali Akmanalp"
"summary": "",
"tags": [],
"thumbnail_url": "",
"title": "Other people's messy data (and how not to hate it!)",
"videos": [
"length": 0,
"type": "youtube",
"url": ""