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{ "category": "PyCon US 2012", "language": "English", "slug": "python-for-data-lovers-explore-it-analyze-it-m", "speakers": [ "Dana Bauer", "Jacqueline Kazil" ], "tags": [], "id": 676, "state": 1, "title": "Python for data lovers: explore it, analyze it, map it", "summary": "Exploring and analyzing data can be daunting and time-consuming, even for data\nlovers. Python can make the process fun and exciting. We will present\ntechniques of data analysis, along with python tools that help you explore and\nmap data. Our talk includes examples that show how python libraries such as\ncsvkit, matplotlib, scipy, networkx and pysal can help you dig into and make\nsense of your data.\n\n", "description": "", "quality_notes": "", "copyright_text": "", "embed": "<object width=\"425\" height=\"344\"><param name=\"movie\" value=\"http://www.youtube.com/v/GxyfYEe8MiQ?version=3&amp;f=videos&amp;app=youtube_gdata\"><param name=\"allowFullScreen\" value=\"true\"><param name=\"allowscriptaccess\" value=\"always\"><embed src=\"http://www.youtube.com/v/GxyfYEe8MiQ?version=3&amp;f=videos&amp;app=youtube_gdata\" allowscriptaccess=\"always\" height=\"344\" width=\"425\" allowfullscreen=\"true\" type=\"application/x-shockwave-flash\"></embed></object>", "thumbnail_url": "http://img.youtube.com/vi/GxyfYEe8MiQ/hqdefault.jpg", "duration": null, "video_ogv_length": null, "video_ogv_url": null, "video_ogv_download_only": false, "video_mp4_length": null, "video_mp4_url": null, "video_mp4_download_only": false, "video_webm_length": null, "video_webm_url": null, "video_webm_download_only": false, "video_flv_length": null, "video_flv_url": null, "video_flv_download_only": false, "source_url": "https://www.youtube.com/watch?v=GxyfYEe8MiQ", "whiteboard": "", "recorded": "2012-03-10", "added": "2012-03-12T20:00:33", "updated": "2014-04-08T20:28:27.495" }