{"id":2070,"date":"2023-07-23T20:31:02","date_gmt":"2023-07-23T20:31:02","guid":{"rendered":"https:\/\/statorials.org\/id\/memplot-data-kategorikal-di-r\/"},"modified":"2023-07-23T20:31:02","modified_gmt":"2023-07-23T20:31:02","slug":"memplot-data-kategorikal-di-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/memplot-data-kategorikal-di-r\/","title":{"rendered":"Cara merencanakan data kategorikal di r (dengan contoh)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Dalam statistik, <a href=\"https:\/\/statorials.org\/id\/kategorikal-vs.-kuantitatif\/\" target=\"_blank\" rel=\"noopener\">data kategorikal<\/a> mewakili data yang dapat diberi nama atau label.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Contohnya meliputi:<br \/><\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Status merokok (\u201cperokok\u201d, \u201cbukan perokok\u201d)<\/span><\/li>\n<li> <span style=\"color: #000000;\">Warna mata (\u201cbiru\u201d, \u201chijau\u201d, \u201ccokelat\u201d)<\/span><\/li>\n<li> <span style=\"color: #000000;\">Tingkat pendidikan (misalnya \u201csekolah menengah atas\u201d, \u201cgelar sarjana\u201d, \u201cgelar master\u201d)<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Tiga bagan yang umum digunakan untuk memvisualisasikan jenis data ini meliputi:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Grafik batang<\/span><\/li>\n<li> <span style=\"color: #000000;\">Plot mosaik<\/span><\/li>\n<li> <span style=\"color: #000000;\">Plot kotak berdasarkan kelompok<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Contoh berikut menunjukkan cara membuat masing-masing plot di R.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 1: Diagram Batang<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara membuat diagram batang untuk memvisualisasikan frekuensi pergeseran dalam bingkai data tertentu:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #ff0000;\">library<\/span> (ggplot2)<\/span>\n\n#create data frame<\/span>\ndf &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (result = c('W', 'L', 'W', 'W', 'W', 'L', 'W', 'L', 'W', 'L'),\n                 team = c('B', 'B', 'B', 'B', 'D', 'A', 'A', 'A', 'C', 'C'),\n                 points = c(12, 28, 19, 22, 32, 45, 22, 28, 13, 19),\n                 rebounds = c(5, 7, 7, 12, 11, 4, 10, 7, 8, 8))\n\n<span style=\"color: #008080;\">#create bar chart of teams\n<\/span>ggplot(df, <span style=\"color: #3366ff;\">aes<\/span> (x=team)) +\n  geom_bar()\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-19274 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/categorie1.png\" alt=\"\" width=\"462\" height=\"454\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Sumbu x menunjukkan nama masing-masing tim dan sumbu y menunjukkan frekuensi setiap tim dalam bingkai data.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Kita juga dapat menggunakan kode berikut untuk mengurutkan batang pada grafik dari yang terbesar ke yang terkecil:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create bar chart of teams, ordered from large to small\n<\/span>ggplot(df, <span style=\"color: #3366ff;\">aes<\/span> (x= <span style=\"color: #3366ff;\">reorder<\/span> (team, team, <span style=\"color: #008000;\">function<\/span> (x)- <span style=\"color: #3366ff;\">length<\/span> (x)))) +\n  geom_bar(fill=' <span style=\"color: #ff0000;\">steelblue<\/span> ') +\n  labs(x=' <span style=\"color: #ff0000;\">Team<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-19275 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/categorie2.png\" alt=\"\" width=\"470\" height=\"465\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 2: Plot kotak berdasarkan kelompok<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Plot kotak terkluster adalah cara yang berguna untuk memvisualisasikan variabel numerik, yang dikelompokkan berdasarkan variabel kategori.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Misalnya, kode berikut menunjukkan cara membuat plot kotak yang memperlihatkan distribusi poin yang dicetak, dikelompokkan berdasarkan tim:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #ff0000;\">library<\/span> (ggplot2)<\/span>\n\n#create data frame<\/span>\ndf &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (result = c('W', 'L', 'W', 'W', 'W', 'L', 'W', 'L', 'W', 'L'),\n                 team = c('B', 'B', 'B', 'B', 'D', 'A', 'A', 'A', 'C', 'C'),\n                 points = c(12, 28, 19, 22, 32, 45, 22, 28, 13, 19),\n                 rebounds = c(5, 7, 7, 12, 11, 4, 10, 7, 8, 8))\n\n<span style=\"color: #008080;\">#create boxplots of points, grouped by team\n<\/span>ggplot(df, <span style=\"color: #3366ff;\">aes<\/span> (x=team, y=points)) +\n  geom_boxplot(fill=' <span style=\"color: #ff0000;\">steelblue<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-19276 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/categorie3.png\" alt=\"\" width=\"419\" height=\"419\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Sumbu x menampilkan tim dan sumbu y menampilkan distribusi poin yang dicetak oleh masing-masing tim.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 3: plot mosaik<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Plot bersusun adalah jenis plot yang menampilkan frekuensi dua variabel kategori berbeda dalam satu plot.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Misalnya, kode berikut menunjukkan cara membuat plot mosaik yang menunjukkan frekuensi variabel kategori &#8220;hasil&#8221; dan &#8220;tim&#8221; dalam satu plot:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame<\/span>\ndf &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (result = c('W', 'L', 'W', 'W', 'W', 'L', 'W', 'L', 'W', 'L'),\n                 team = c('B', 'B', 'B', 'B', 'D', 'A', 'A', 'A', 'C', 'C'),\n                 points = c(12, 28, 19, 22, 32, 45, 22, 28, 13, 19),\n                 rebounds = c(5, 7, 7, 12, 11, 4, 10, 7, 8, 8))\n\n<span style=\"color: #008080;\">#create table of counts\n<\/span>counts &lt;- table(df$result, df$team)\n\n<span style=\"color: #008080;\">#create mosaic plot\n<\/span>mosaicplot(counts, xlab=' <span style=\"color: #ff0000;\">Game Result<\/span> ', ylab=' <span style=\"color: #ff0000;\">Team<\/span> ',\n           main=' <span style=\"color: #ff0000;\">Wins by Team<\/span> ', col=' <span style=\"color: #ff0000;\">steelblue<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-19277\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/categorie4.png\" alt=\"Medan mosaik di R\" width=\"424\" height=\"439\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Sumbu x menampilkan hasil permainan dan sumbu y menampilkan empat tim berbeda.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Sumber daya tambahan<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Tutorial berikut menjelaskan cara membuat plot umum lainnya di R:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/tumpukan-barplot-di-r\/\" target=\"_blank\" rel=\"noopener\">Cara membuat barplot bertumpuk di R<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/grup-barplot-di-sungai\/\" target=\"_blank\" rel=\"noopener\">Cara membuat barplot berkerumun di R<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/plot-titik-di-tumpukan-r\/\" target=\"_blank\" rel=\"noopener\">Cara Membuat Plot Titik Bertumpuk di R<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Dalam statistik, data kategorikal mewakili data yang dapat diberi nama atau label. Contohnya meliputi: Status merokok (\u201cperokok\u201d, \u201cbukan perokok\u201d) Warna mata (\u201cbiru\u201d, \u201chijau\u201d, \u201ccokelat\u201d) Tingkat pendidikan (misalnya \u201csekolah menengah atas\u201d, \u201cgelar sarjana\u201d, \u201cgelar master\u201d) Tiga bagan yang umum digunakan untuk memvisualisasikan jenis data ini meliputi: Grafik batang Plot mosaik Plot kotak berdasarkan kelompok Contoh berikut [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Cara Merencanakan Data Kategorikal di R (dengan Contoh) - Statorial<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara memplot data kategorikal di R, dengan beberapa contoh.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/id\/memplot-data-kategorikal-di-r\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara Merencanakan Data Kategorikal di R (dengan Contoh) - Statorial\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara memplot data kategorikal di R, dengan beberapa contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/memplot-data-kategorikal-di-r\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-23T20:31:02+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/categorie1.png\" \/>\n<meta name=\"author\" content=\"Benjamin anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Ditulis oleh\" \/>\n\t<meta name=\"twitter:data1\" content=\"Benjamin anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimasi waktu membaca\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 menit\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/id\/memplot-data-kategorikal-di-r\/\",\"url\":\"https:\/\/statorials.org\/id\/memplot-data-kategorikal-di-r\/\",\"name\":\"Cara Merencanakan Data Kategorikal di R (dengan Contoh) - Statorial\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-23T20:31:02+00:00\",\"dateModified\":\"2023-07-23T20:31:02+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara memplot data kategorikal di R, dengan beberapa contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/memplot-data-kategorikal-di-r\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/memplot-data-kategorikal-di-r\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/memplot-data-kategorikal-di-r\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara merencanakan data kategorikal di r (dengan contoh)\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/id\/#website\",\"url\":\"https:\/\/statorials.org\/id\/\",\"name\":\"Statorials\",\"description\":\"Panduan anda untuk kompetensi statistik!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/id\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"id\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\",\"name\":\"Benjamin anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"id\",\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/image\/\",\"url\":\"http:\/\/statorials.org\/id\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"http:\/\/statorials.org\/id\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"Benjamin anderson\"},\"description\":\"Halo, saya Benjamin, pensiunan profesor statistika yang menjadi guru Statorial yang berdedikasi. 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