{"id":6749,"date":"2026-09-16T13:45:31","date_gmt":"2026-09-16T05:45:31","guid":{"rendered":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=6749"},"modified":"2026-09-16T13:46:27","modified_gmt":"2026-09-16T05:46:27","slug":"3-data-cases-ib533-115-1","status":"publish","type":"page","link":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=6749&lang=en","title":{"rendered":"3. Data Cases (IB533 115.1)"},"content":{"rendered":"<h5 style=\"padding-left: 20px;\"><span style=\"font-family: terminal, monaco, monospace;\"><b>Unit Outlines\uff1a<\/b><\/span><\/h5>\n<h6 style=\"padding-left: 60px;\"><span style=\"font-family: terminal, monaco, monospace;\">\u25c6 AS3-1: Digital Detective<\/span><\/h6>\n<h6 style=\"padding-left: 100px;\"><span style=\"font-family: terminal, monaco, monospace;\">\u25c7 Date\/Time &amp; Location<\/span><\/h6>\n<h6 style=\"padding-left: 100px;\"><span style=\"font-family: terminal, monaco, monospace;\">\u25c7 Group Operation: table &amp; tapply<\/span><\/h6>\n<h6 style=\"padding-left: 60px;\"><span style=\"font-family: terminal, monaco, monospace;\">\u25c6 AS3-2: Stock Price<\/span><\/h6>\n<h6 style=\"padding-left: 100px;\"><span style=\"font-family: terminal, monaco, monospace;\">\u25c7 Time Series Data<\/span><\/h6>\n<h6 style=\"padding-left: 100px;\"><span style=\"font-family: terminal, monaco, monospace;\">\u25c7 Trend in Line Plots<\/span><\/h6>\n<h6 style=\"padding-left: 100px;\"><span style=\"font-family: terminal, monaco, monospace;\">\u25c7 Iterative List Operation<\/span><\/h6>\n<h6 style=\"padding-left: 60px;\"><span style=\"font-family: terminal, monaco, monospace;\">\u25c6 AS3-3: US Census<\/span><\/h6>\n<h6 style=\"padding-left: 100px;\"><span style=\"font-family: terminal, monaco, monospace;\">\u25c7 Missing Value (NA)<\/span><\/h6>\n<h6 style=\"padding-left: 100px;\"><span style=\"font-family: terminal, monaco, monospace;\">\u25c7 Merging Data Frames<\/span><\/h6>\n<hr \/>\n<h5 style=\"padding-left: 20px;\"><span style=\"font-family: terminal, monaco, monospace;\"><b>Assignment Notebook\uff1a<\/b><\/span><\/h5>\n<h6 style=\"padding-left: 60px;\"><span style=\"font-family: terminal, monaco, monospace;\">\u25c6 AS3-1: Digital Detective (<a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/bap2\/2026\/1151ib533\/AS3_1_DataDetective.html\">html<\/a>)<\/span><\/h6>\n<h6 style=\"padding-left: 60px;\"><span style=\"font-family: terminal, monaco, monospace;\">\u25c6 AS3-2: Stock Market Dynamics (<a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/bap2\/2026\/1151ib533\/AS3_2_StockPrice.html\">html<\/a>)<\/span><\/h6>\n<h6 style=\"padding-left: 60px;\"><span style=\"font-family: terminal, monaco, monospace;\">\u25c6 AS3-3: US Census Data (<a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/bap2\/2026\/1151ib533\/AS3_3_Census.html\">html<\/a>)<\/span><\/h6>\n<hr \/>\n<h5 style=\"padding-left: 20px;\"><span style=\"font-family: terminal, monaco, monospace;\"><b>Google Drive\uff1a\u00a0<\/b><\/span><\/h5>\n<h6 style=\"padding-left: 60px;\"><span style=\"font-family: terminal, monaco, monospace;\">\u25c6 Unit 01 ( <a href=\"https:\/\/drive.google.com\/drive\/folders\/1e79QnmPJWooPXzyvHsx2jQTJw2S78r6X?usp=drive_link\">~\/ib533\/03_Data_Cases\/<\/a> )<\/span><\/h6>\n<hr \/>\n<h5 style=\"padding-left: 20px;\"><span style=\"font-family: terminal, monaco, monospace;\"><b>Homework Assignment\uff1a Due: 2026\/09\/28 (Mon.) 23:59 <\/b><\/span><\/h5>\n<h6 style=\"padding-left: 60px;\"><span style=\"font-family: terminal, monaco, monospace;\"><b>Personal Assignment\uff1a<\/b><\/span><\/h6>\n<h6 style=\"padding-left: 90px;\"><span style=\"font-family: terminal, monaco, monospace;\">\u25c6\u00a0Complete and Annotate Notebooks unit2C, knit and upload to<\/span><\/h6>\n<h6 style=\"padding-left: 135px;\"><span style=\"font-family: terminal, monaco, monospace;\">the folder [ <a href=\"https:\/\/drive.google.com\/drive\/folders\/1oxaiF5KduypGYIAlsZFkIFjYyps4hMQp?usp=drive_link\">~\/person\/03_unit02C\/<\/a> ] with filename &#8220;<em>student_id<\/em>_unit2C.html&#8221;<\/span><\/h6>\n<h6 style=\"padding-left: 60px;\"><span style=\"font-family: terminal, monaco, monospace;\"><b>Group Assignment\uff1a<\/b><\/span><\/h6>\n<h6 style=\"padding-left: 90px;\"><span style=\"font-family: terminal, monaco, monospace;\">\u25c6\u00a0Watch YouTube Play List &#8211; <a href=\"https:\/\/www.youtube.com\/watch?v=2L_Ieq-zbiM&amp;list=PLvOqBoPSLQJdVksjOPAcHcr7oWDIx6BQp\">Data Cases Set 1<\/a><\/span><\/h6>\n<h6 style=\"padding-left: 90px;\"><span style=\"font-family: terminal, monaco, monospace;\">\u25c6\u00a0Complete Notebooks AS3-(1|2|3), knit and upload to<\/span><\/h6>\n<h6 style=\"padding-left: 120px;\"><span style=\"font-family: terminal, monaco, monospace;\">[ <a href=\"https:\/\/drive.google.com\/drive\/folders\/1cvrskhNDEPU5hebI6YYNt_q20WcRe-GX?usp=drive_link\">~\/group\/<\/a>Group#\/ ] with\u00a0 filename &#8220;G#_AS2-(1|2|3).html&#8221;<\/span><\/h6>\n<hr \/>\n<h5 style=\"padding-left: 20px;\"><span style=\"font-family: terminal, monaco, monospace;\"><b>Reference Links\uff1a<\/b><\/span><\/h5>\n<h6 style=\"padding-left: 90px;\"><span style=\"font-family: terminal, monaco, monospace;\">\u25c6\u00a0\u00a0<a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/\">Portal of Big Data BA Platform<\/a><\/span><\/h6>\n<h6 style=\"padding-left: 90px;\"><span style=\"font-family: terminal, monaco, monospace;\">\u25c6\u00a0 John Hopkins: R Programming <a href=\"https:\/\/www.coursera.org\/learn\/r-programming\">online course<\/a><\/span><\/h6>\n<h6 style=\"padding-left: 90px;\"><span style=\"font-family: terminal, monaco, monospace;\">\u25c6\u00a0\u00a0John Hopkins: R Programming <a href=\"https:\/\/www.cs.upc.edu\/~robert\/teaching\/estadistica\/rprogramming.pdf\">eBook<\/a><\/span><\/h6>\n<h6 style=\"padding-left: 90px;\"><span style=\"font-family: terminal, monaco, monospace;\">\u25c6\u00a0\u00a0Harvard: Data Science <a href=\"https:\/\/www.edx.org\/professional-certificate\/harvardx-data-science\">online course<\/a><\/span><\/h6>\n<h6 style=\"padding-left: 90px;\"><span style=\"font-family: terminal, monaco, monospace;\">\u25c6\u00a0 Harvard: Data Science <a href=\"https:\/\/rafalab.github.io\/dsbook\/?fbclid=IwAR1x6AsYApxZb5VUIK8KIaUxH-bP6vkOP0KejwCjyajHoDuKHrVlijyzDDc\">ebook<\/a><\/span><\/h6>\n<hr \/>\n<h6 style=\"padding-left: 90px;\"><span style=\"font-family: terminal, monaco, monospace;\">\u25c6 Data Cases Set 1\u00a0 <a href=\"https:\/\/www.youtube.com\/watch?v=2L_Ieq-zbiM&amp;list=PLvOqBoPSLQJdVksjOPAcHcr7oWDIx6BQp\">YouTube Playlist<\/a><\/span><\/h6>\n<h6 style=\"padding-left: 90px;\"><span style=\"font-family: terminal, monaco, monospace;\">\u25c6 Week03 Video Recording<\/span><\/h6>\n<hr \/>\n","protected":false},"excerpt":{"rendered":"<p>Unit Outlines\uff1a \u25c6 AS3-1: Digital Detective \u25c7 Date\/Time &amp; Location \u25c7 Group Operation: table &amp; tapply \u25c6 AS3-2: Stock Price \u25c7 Time Series Data \u25c7 Trend in Line Plots \u25c7 Iterative List Operation \u25c6 AS3-3: US Census \u25c7 Missing Value (NA) \u25c7 Merging Data Frames Assignment Notebook\uff1a \u25c6 AS3-1: Digital Detective (html) \u25c6 AS3-2: Stock Market Dynamics (html) \u25c6 AS3-3: US Census Data (html) Google Drive\uff1a\u00a0 \u25c6 Unit 01 ( ~\/ib533\/03_Data_Cases\/ ) Homework Assignment\uff1a Due: 2026\/09\/28 (Mon.) 23:59 Personal Assignment\uff1a \u25c6\u00a0Complete and Annotate Notebooks unit2C, knit and upload to the folder [ ~\/person\/03_unit02C\/ ] with filename &#8220;student_id_unit2C.html&#8221; Group Assignment\uff1a \u25c6\u00a0Watch YouTube Play List &#8211; Data Cases Set 1 \u25c6\u00a0Complete Notebooks AS3-(1|2|3), knit and upload to [ ~\/group\/Group#\/ ] with\u00a0 filename &#8220;G#_AS2-(1|2|3).html&#8221; Reference Links\uff1a \u25c6\u00a0\u00a0Portal of Big Data BA Platform \u25c6\u00a0 John Hopkins: R Programming online course \u25c6\u00a0\u00a0John Hopkins: R Programming eBook \u25c6\u00a0\u00a0Harvard: Data Science online course \u25c6\u00a0 Harvard: Data Science ebook \u25c6 Data Cases Set 1\u00a0 YouTube Playlist \u25c6 Week03 Video Recording<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-6749","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/6749","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6749"}],"version-history":[{"count":3,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/6749\/revisions"}],"predecessor-version":[{"id":6752,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/6749\/revisions\/6752"}],"wp:attachment":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6749"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}