{"id":4952,"date":"2022-10-12T13:40:02","date_gmt":"2022-10-12T05:40:02","guid":{"rendered":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=4952"},"modified":"2022-10-12T13:40:02","modified_gmt":"2022-10-12T05:40:02","slug":"6-ggplot2-package-ib533-2022-09","status":"publish","type":"page","link":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=4952&lang=en","title":{"rendered":"6. Ggplot2 Package (IB533 2022.09)"},"content":{"rendered":"<h5 style=\"padding-left: 20px;\"><b>Unit Outlines\uff1a<\/b><\/h5>\n<h6 style=\"padding-left: 60px;\">\u25c6 Visualization &amp; Exploratory Data Analysis (EDA)<\/h6>\n<h6 style=\"padding-left: 60px;\">\u25c6 The ggplot2 Package \u2013 Map Variables to Attributes<\/h6>\n<h6 style=\"padding-left: 60px;\">\u25c6 Comparing Attributes with Scatter Plots<\/h6>\n<h6 style=\"padding-left: 60px;\">\u25c6 Group and Sub-group Comparison with Bar Plots<\/h6>\n<h6 style=\"padding-left: 60px;\">\u25c6 Observing Trend with Line Plots<\/h6>\n<hr \/>\n<h5 style=\"padding-left: 20px;\"><b>Unit Notebook\uff1a<\/b><\/h5>\n<h6 style=\"padding-left: 60px;\">\u25c6 7A Scatter Plots for Comparing Attributes : <a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/nb\/1111ib533\/geom_point.html\">geom_point.html<\/a><\/h6>\n<h6 style=\"padding-left: 60px;\">\u25c6 7B Bar Plots for Group Comparison : <a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/nb\/1111ib533\/geom_bar.html\">geom_bar.html<\/a><\/h6>\n<h6 style=\"padding-left: 60px;\">\u25c6 7C Comparing Trends in Line Plots : <a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/nb\/1111ib533\/geom_line.html\">geom_line.html<\/a><\/h6>\n<h6 style=\"padding-left: 60px;\">\u25c6 TF2_Explore Data Exploration :\u00a0<a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/nb\/1111ib533\/tafeng\/2_Explore.html\">tafeng\/2_Explore.html<\/a><\/h6>\n<hr \/>\n<h5 style=\"padding-left: 20px;\"><b>Google Drive\uff1a\u00a0<\/b><\/h5>\n<h6 style=\"padding-left: 60px;\">\u25c6 Course Material : [\u00a0 <a href=\"https:\/\/drive.google.com\/drive\/folders\/1-K9l4WeQCq70zvjTeUBmtPkOFAItyNxt\">~\/ib533\/<\/a> ]<\/h6>\n<h6 style=\"padding-left: 60px;\">\u25c6 Unit05:\u00a0 [ <a href=\"https:\/\/drive.google.com\/drive\/folders\/1R88gzLRJ7b_lapdZ6WCEJom3sSyRpO5x\">~\/ib533\/06_Ggplot2\/<\/a> ]<\/h6>\n<hr \/>\n<h5 style=\"padding-left: 20px;\"><b>Unit06 Assignment\uff1a Due: 2021\/10\/23 (Sun.) 23:59 <\/b><\/h5>\n<h6 style=\"padding-left: 60px;\"><b>Group Assignment<\/b>: following TF2_Explore<\/h6>\n<h6 style=\"padding-left: 90px;\">Use what we&#8217;ve learned in this course to explore the POS data.<\/h6>\n<h6 style=\"padding-left: 90px;\">Knit your exploration notebook and upload the HTML file to<\/h6>\n<h6 style=\"padding-left: 120px;\">[ <a href=\"https:\/\/drive.google.com\/drive\/folders\/1_A7vIIY9WZUIzSfs7W6kfo4pbI_XwmdI\">~\/team\/<\/a>Group#\/ ] with filename &#8220;G#_TF2_Explore.html&#8221;<\/h6>\n<hr \/>\n<h6 style=\"padding-left: 60px;\"><b>\u53c3\u8003\u9023\u7d50\uff1a<\/b><\/h6>\n<h6 style=\"padding-left: 90px;\">\u25c6\u00a0\u00a0<a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/\">Portal of Big Data BA Platform<\/a><\/h6>\n<h6 style=\"padding-left: 90px;\">\u25c6\u00a0\u00a0<a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=2039&amp;lang=en\">R: Self Learning Roadmap<\/a><\/h6>\n<h6 style=\"padding-left: 90px;\">\u25c6\u00a0 John Hopkins: R Programming <a href=\"https:\/\/www.coursera.org\/learn\/r-programming\">online course<\/a><\/h6>\n<h6 style=\"padding-left: 90px;\">\u25c6\u00a0\u00a0John Hopkins: R Programming <a href=\"https:\/\/www.cs.upc.edu\/~robert\/teaching\/estadistica\/rprogramming.pdf\">eBook<\/a><\/h6>\n<h6 style=\"padding-left: 90px;\">\u25c6\u00a0\u00a0Harvard: Data Science <a href=\"https:\/\/www.edx.org\/professional-certificate\/harvardx-data-science\">online course<\/a><\/h6>\n<h6 style=\"padding-left: 90px;\">\u25c6\u00a0 Harvard: Data Science <a href=\"https:\/\/rafalab.github.io\/dsbook\/?fbclid=IwAR1x6AsYApxZb5VUIK8KIaUxH-bP6vkOP0KejwCjyajHoDuKHrVlijyzDDc\">ebook<\/a><\/h6>\n<hr \/>\n<h6 style=\"padding-left: 90px;\">\u25c6 Week05 Video Recording<\/h6>\n<hr \/>\n","protected":false},"excerpt":{"rendered":"<p>Unit Outlines\uff1a \u25c6 Visualization &amp; Exploratory Data Analysis (EDA) \u25c6 The ggplot2 Package \u2013 Map Variables to Attributes \u25c6 Comparing Attributes with Scatter Plots \u25c6 Group and Sub-group Comparison with Bar Plots \u25c6 Observing Trend with Line Plots Unit Notebook\uff1a \u25c6 7A Scatter Plots for Comparing Attributes : geom_point.html \u25c6 7B Bar Plots for Group Comparison : geom_bar.html \u25c6 7C Comparing Trends in Line Plots : geom_line.html \u25c6 TF2_Explore Data Exploration :\u00a0tafeng\/2_Explore.html Google Drive\uff1a\u00a0 \u25c6 Course Material : [\u00a0 ~\/ib533\/ ] \u25c6 Unit05:\u00a0 [ ~\/ib533\/06_Ggplot2\/ ] Unit06 Assignment\uff1a Due: 2021\/10\/23 (Sun.) 23:59 Group Assignment: following TF2_Explore Use what we&#8217;ve learned in this course to explore the POS data. Knit your exploration notebook and upload the HTML file to [ ~\/team\/Group#\/ ] with filename &#8220;G#_TF2_Explore.html&#8221; \u53c3\u8003\u9023\u7d50\uff1a \u25c6\u00a0\u00a0Portal of Big Data BA Platform \u25c6\u00a0\u00a0R: Self Learning Roadmap \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 Week05 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-4952","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/4952","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=4952"}],"version-history":[{"count":1,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/4952\/revisions"}],"predecessor-version":[{"id":4953,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/4952\/revisions\/4953"}],"wp:attachment":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4952"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}