{ "title": "Data Analysis in R", "authors": [ "Dustin Tran" ], "sources": [ { "source": [ { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/data_analysis_r-240p.mp4", "type": "video\/mp4", "bitrate": 181280, "framerate": 23.976, "duration": 3331, "size": 4222210822 }, { "src": "rtmp:\/\/stream.cs50.net\/cfx\/st\/mp4:2014\/fall\/seminars\/data_analysis_r\/data_analysis_r-240p.mp4", "type": "video\/mp4" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/data_analysis_r-240p.webm", "type": "video\/webm", "bitrate": 172250, "framerate": 23.976, "duration": 3331, "size": 4222210822 } ], "label": "240p", "height": 240, "width": 426 }, { "source": [ { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/data_analysis_r-360p.mp4", "type": "video\/mp4", "bitrate": 608552, "framerate": 23.976, "duration": 3331, "size": 4222210822 }, { "src": "rtmp:\/\/stream.cs50.net\/cfx\/st\/mp4:2014\/fall\/seminars\/data_analysis_r\/data_analysis_r-360p.mp4", "type": "video\/mp4" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/data_analysis_r-360p.webm", "type": "video\/webm", "bitrate": 842624, "framerate": 23.976, "duration": 3331, "size": 4222210822 } ], "label": "360p", "height": 360, "width": 640 }, { "source": [ { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/data_analysis_r-720p.mp4", "type": "video\/mp4", "bitrate": 2097283, "framerate": 23.976, "duration": 3331, "size": 4222210822 }, { "src": "rtmp:\/\/stream.cs50.net\/cfx\/st\/mp4:2014\/fall\/seminars\/data_analysis_r\/data_analysis_r-720p.mp4", "type": "video\/mp4" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/data_analysis_r-720p.webm", "type": "video\/webm", "bitrate": 2078923, "framerate": 23.976, "duration": 3331, "size": 4222210822 } ], "label": "720p", "height": 720, "width": 1280 }, { "source": [ { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/data_analysis_r-1080p.mp4", "type": "video\/mp4", "bitrate": 10132099, "framerate": 23.976, "duration": 3331, "size": 4222210822 }, { "src": "rtmp:\/\/stream.cs50.net\/cfx\/st\/mp4:2014\/fall\/seminars\/data_analysis_r\/data_analysis_r-1080p.mp4", "type": "video\/mp4" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/data_analysis_r-1080p.webm", "type": "video\/webm", "bitrate": 8707359, "framerate": 23.976, "duration": 3331, "size": 4222210822 } ], "label": "1080p", "height": 1080, "width": 1920 } ], "downloads": [ { "label": "MP3", "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/data_analysis_r.mp3?download" }, { "label": "MP4 (240p)", "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/data_analysis_r-240p.mp4?download" }, { "label": "MP4 (360p)", "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/data_analysis_r-360p.mp4?download" }, { "label": "MP4 (720p)", "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/data_analysis_r-720p.mp4?download" }, { "label": "MP4 (1080p)", "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/data_analysis_r-1080p.mp4?download" } ], "captions": [ { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/af\/data_analysis_r.srt", "srclang": "af" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/ar\/data_analysis_r.srt", "srclang": "ar" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/az\/data_analysis_r.srt", "srclang": "az" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/be\/data_analysis_r.srt", "srclang": "be" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/bg\/data_analysis_r.srt", "srclang": "bg" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/bn\/data_analysis_r.srt", "srclang": "bn" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/ca\/data_analysis_r.srt", "srclang": "ca" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/cs\/data_analysis_r.srt", "srclang": "cs" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/cy\/data_analysis_r.srt", "srclang": "cy" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/da\/data_analysis_r.srt", "srclang": "da" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/de\/data_analysis_r.srt", "srclang": "de" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/el\/data_analysis_r.srt", "srclang": "el" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/en\/data_analysis_r.srt", "srclang": "en" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/eo\/data_analysis_r.srt", "srclang": "eo" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/es\/data_analysis_r.srt", "srclang": "es" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/et\/data_analysis_r.srt", "srclang": "et" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/eu\/data_analysis_r.srt", "srclang": "eu" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/fa\/data_analysis_r.srt", "srclang": "fa" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/fi\/data_analysis_r.srt", "srclang": "fi" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/fr\/data_analysis_r.srt", "srclang": "fr" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/ga\/data_analysis_r.srt", "srclang": "ga" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/gl\/data_analysis_r.srt", "srclang": "gl" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/gu\/data_analysis_r.srt", "srclang": "gu" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/hi\/data_analysis_r.srt", "srclang": "hi" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/hr\/data_analysis_r.srt", "srclang": "hr" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/ht\/data_analysis_r.srt", "srclang": "ht" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/hu\/data_analysis_r.srt", "srclang": "hu" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/id\/data_analysis_r.srt", "srclang": "id" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/is\/data_analysis_r.srt", "srclang": "is" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/it\/data_analysis_r.srt", "srclang": "it" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/iw\/data_analysis_r.srt", "srclang": "iw" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/ja\/data_analysis_r.srt", "srclang": "ja" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/ka\/data_analysis_r.srt", "srclang": "ka" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/kn\/data_analysis_r.srt", "srclang": "kn" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/ko\/data_analysis_r.srt", "srclang": "ko" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/la\/data_analysis_r.srt", "srclang": "la" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/lt\/data_analysis_r.srt", "srclang": "lt" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/lv\/data_analysis_r.srt", "srclang": "lv" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/mk\/data_analysis_r.srt", "srclang": "mk" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/ms\/data_analysis_r.srt", "srclang": "ms" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/mt\/data_analysis_r.srt", "srclang": "mt" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/nl\/data_analysis_r.srt", "srclang": "nl" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/no\/data_analysis_r.srt", "srclang": "no" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/pl\/data_analysis_r.srt", "srclang": "pl" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/pt\/data_analysis_r.srt", "srclang": "pt" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/ro\/data_analysis_r.srt", "srclang": "ro" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/ru\/data_analysis_r.srt", "srclang": "ru" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/sk\/data_analysis_r.srt", "srclang": "sk" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/sl\/data_analysis_r.srt", "srclang": "sl" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/sq\/data_analysis_r.srt", "srclang": "sq" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/sr\/data_analysis_r.srt", "srclang": "sr" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/sv\/data_analysis_r.srt", "srclang": "sv" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/sw\/data_analysis_r.srt", "srclang": "sw" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/ta\/data_analysis_r.srt", "srclang": "ta" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/te\/data_analysis_r.srt", "srclang": "te" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/th\/data_analysis_r.srt", "srclang": "th" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/tl\/data_analysis_r.srt", "srclang": "tl" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/tr\/data_analysis_r.srt", "srclang": "tr" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/uk\/data_analysis_r.srt", "srclang": "uk" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/ur\/data_analysis_r.srt", "srclang": "ur" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/vi\/data_analysis_r.srt", "srclang": "vi" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/yi\/data_analysis_r.srt", "srclang": "yi" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/zh-CN\/data_analysis_r.srt", "srclang": "zh-CN" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/lang\/zh-TW\/data_analysis_r.srt", "srclang": "zh-TW" } ], "thumbnails": [ { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/data_analysis_r-140p.png", "type": "text\/png", "height": "140", "width": "249" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/data_analysis_r-240p.png", "type": "text\/png", "height": "240", "width": "427" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/data_analysis_r-360p.png", "type": "text\/png", "height": "360", "width": "640" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/data_analysis_r-720p.png", "type": "text\/png", "height": "720", "width": "1280" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/data_analysis_r-1080p.png", "type": "text\/png", "height": "1080", "width": "1920" }, { "src": "http:\/\/cdn.cs50.net\/2014\/fall\/seminars\/data_analysis_r\/data_analysis_r.vtt", "type": "text\/vtt" } ] }