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{ "category": "ChiPy", "language": "English", "slug": "a-visual-guide-to-pandas", "speakers": [ "Jason Wirth" ], "tags": [], "id": 2551, "state": 1, "title": "A Visual Guide To Pandas", "summary": "Pandas is the data-munging Swiss Army knife of the Python world. Often you know how your data should look but it's not so obvious how to get there, so I'll present a visual approach to learning the library and data manipulation. ", "description": "", "quality_notes": "", "copyright_text": "CC BY", "embed": "<object width=\"640\" height=\"390\"><param name=\"movie\" value=\"http://youtube.com/v/9d5-Ti6onew?version=3&amp;hl=en_US\"></param><param name=\"allowFullScreen\" value=\"true\"></param><param name=\"allowscriptaccess\" value=\"always\"></param><embed src=\"http://youtube.com/v/9d5-Ti6onew?version=3&amp;hl=en_US\" type=\"application/x-shockwave-flash\" width=\"640\" height=\"390\" allowscriptaccess=\"always\" allowfullscreen=\"true\"></embed></object>", "thumbnail_url": "http://i1.ytimg.com/vi/9d5-Ti6onew/hqdefault.jpg", "duration": 30, "video_ogv_length": null, "video_ogv_url": "", "video_ogv_download_only": false, "video_mp4_length": null, "video_mp4_url": "http://cf9ce50bbcc7255cb659-8cbed8cf7e3a131cd8f1c3e383d10041.r93.stream.cf2.rackcdn.com/chipy/2551_A_Visual_Guide_To_Pandas.mp4", "video_mp4_download_only": false, "video_webm_length": null, "video_webm_url": "", "video_webm_download_only": false, "video_flv_length": null, "video_flv_url": "", "video_flv_download_only": false, "source_url": "http://youtu.be/9d5-Ti6onew", "whiteboard": "sound?", "recorded": "2013-12-12", "added": "2013-12-11T19:48:58.495", "updated": "2014-07-26T12:30:25.480" }