{"id":6465,"date":"2025-10-12T14:17:27","date_gmt":"2025-10-12T06:17:27","guid":{"rendered":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=6465"},"modified":"2025-10-16T12:28:53","modified_gmt":"2025-10-16T04:28:53","slug":"6-ggplot2-package-ib533-2025-09","status":"publish","type":"page","link":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=6465&lang=en","title":{"rendered":"6. Ggplot2 Package (IB533 2025.09)"},"content":{"rendered":"<h5 style=\"padding-left: 20px;\"><b>Unit06 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 Scatter Plots for Comparing Attributes : <a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/bap2\/2025\/1141ib533\/geom_point.html\">geom_point.html<\/a><\/h6>\n<h6 style=\"padding-left: 60px;\">\u25c6 Bar Plots for Group Comparison : <a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/bap2\/2025\/1141ib533\/geom_bar.html\">geom_bar.html<\/a><\/h6>\n<h6 style=\"padding-left: 60px;\">\u25c6 Comparing Trends in Line Plots : <a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/bap2\/2025\/1141ib533\/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\/bap2\/2025\/1141ib533\/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\/1tgQAKry4mWQqcxhgNPP-rKAJFaJwxz6N?usp=drive_link\">~\/ib533\/<\/a> ]<\/h6>\n<h6 style=\"padding-left: 60px;\">\u25c6 Unit05:\u00a0 [ <a href=\"https:\/\/drive.google.com\/drive\/folders\/1w5LaZVVg9cKZLvECbyEQrev3VnNXxFXB?usp=drive_link\">~\/ib533\/06_Ggplot2\/<\/a> ]<\/h6>\n<hr \/>\n<h5 style=\"padding-left: 20px;\"><b>Unit06 Assignment\uff1a Due: 2025\/10\/22 (Wed.) 23:59 <\/b><\/h5>\n<h6 style=\"padding-left: 60px;\"><b>Personal Assignment<\/b>:\u00a0 geom_point.Rmd and geom_bar.Rmd<\/h6>\n<h6 style=\"padding-left: 90px;\">Study the code, Do the exercises,\u00a0 Knit them as HTML file and uploaded to<\/h6>\n<h6 style=\"padding-left: 120px;\">[ <a href=\"https:\/\/drive.google.com\/drive\/folders\/10MO9D6NpSD48IF8t1tHY3X4h7_fRlk5b\">~\/person\/06_ggplot\/<\/a> ] with filenames &#8220;student.ID_geom_point\/bar.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>Unit06 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 Scatter Plots for Comparing Attributes : geom_point.html \u25c6 Bar Plots for Group Comparison : geom_bar.html \u25c6 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: 2025\/10\/22 (Wed.) 23:59 Personal Assignment:\u00a0 geom_point.Rmd and geom_bar.Rmd Study the code, Do the exercises,\u00a0 Knit them as HTML file and uploaded to [ ~\/person\/06_ggplot\/ ] with filenames &#8220;student.ID_geom_point\/bar.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-6465","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/6465","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=6465"}],"version-history":[{"count":5,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/6465\/revisions"}],"predecessor-version":[{"id":6482,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/6465\/revisions\/6482"}],"wp:attachment":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6465"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}