{"id":3626,"date":"2023-07-16T11:33:22","date_gmt":"2023-07-16T11:33:22","guid":{"rendered":"https:\/\/statorials.org\/id\/bagan-gelembung-di-r\/"},"modified":"2023-07-16T11:33:22","modified_gmt":"2023-07-16T11:33:22","slug":"bagan-gelembung-di-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/bagan-gelembung-di-r\/","title":{"rendered":"Cara membuat bagan gelembung di r"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>Bagan gelembung<\/strong> adalah jenis bagan yang memungkinkan Anda memvisualisasikan tiga variabel dalam kumpulan data secara bersamaan.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Dua variabel pertama digunakan sebagai koordinat (x,y) pada plot sebar dan variabel ketiga digunakan untuk mewakili ukuran.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Anda dapat menggunakan sintaks dasar berikut untuk membuat diagram gelembung di R:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">library<\/span> (ggplot2)\n\n<span style=\"color: #008080;\">#create bubble chart<\/span>\nggplot(df, aes(x=x_var, y=y_var, size=size_var)) +\n  geom_point(alpha= <span style=\"color: #008000;\">0.5<\/span> ) +\n  scale_size(range=c( <span style=\"color: #008000;\">2<\/span> , <span style=\"color: #008000;\">10<\/span> ), name=' <span style=\"color: #ff0000;\">Legend Name<\/span> ')\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Contoh berikut menunjukkan cara menggunakan sintaks ini untuk membuat bagan gelembung dalam praktiknya.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Catatan<\/strong> : Argumen <strong>alpha<\/strong> menetapkan bahwa lingkaran dalam bagan harus transparan sebagian. Argumen <strong>rentang<\/strong> memungkinkan Anda menyetel nilai radius minimum dan maksimum untuk lingkaran pada bagan.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Contoh: Buat Bagan Gelembung di R<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Misalkan kita memiliki kerangka data berikut di R yang berisi informasi tentang berbagai pemain bola basket:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (team=c('A', 'A', 'A', 'B', 'B', 'B', 'C', 'C', 'C'),\n                 points=c(8, 11, 13, 13, 15, 18, 22, 27, 32),\n                 assists=c(4, 3, 6, 5, 4, 7, 8, 11, 6),\n                 minutes=c(9, 12, 15, 20, 36, 30, 31, 40, 43))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  team points assists minutes\n1 To 8 4 9\n2 A 11 3 12\n3 A 13 6 15\n4 B 13 5 20\n5 B 15 4 36\n6 B 18 7 30\n7 C 22 8 31\n8 C 27 11 40\n9 C 32 6 43\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan sintaks berikut untuk membuat diagram gelembung yang menampilkan <strong>bantuan<\/strong> pada sumbu x, <strong>titik<\/strong> pada sumbu y, dan menggunakan <strong>menit<\/strong> untuk menentukan ukuran lingkaran:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">library<\/span> (ggplot2)\n\n<span style=\"color: #008080;\">#create bubble chart<\/span>\nggplot(df, aes(x=assists, y=points, size=minutes)) +\n  geom_point(alpha= <span style=\"color: #008000;\">0.5<\/span> ) +\n  scale_size(range=c( <span style=\"color: #008000;\">2,10<\/span> ), <span style=\"color: #008000;\">name<\/span> =' <span style=\"color: #ff0000;\">Minutes Played<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29825 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/bulle1.jpg\" alt=\"\" width=\"587\" height=\"353\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Anda dapat mengubah warna semua lingkaran menggunakan argumen <strong>warna<\/strong> di fungsi <strong>geom_point()<\/strong> :<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">library<\/span> (ggplot2)\n\n<span style=\"color: #008080;\">#create bubble chart with blue circles<\/span>\nggplot(df, aes(x=assists, y=points, size=minutes)) +\n  geom_point(alpha= <span style=\"color: #008000;\">0.5<\/span> , color=' <span style=\"color: #ff0000;\">steelblue<\/span> ') +\n  scale_size(range=c( <span style=\"color: #008000;\">2,10<\/span> ), <span style=\"color: #008000;\">name<\/span> =' <span style=\"color: #ff0000;\">Minutes Played<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-29826\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/bulle2.jpg\" alt=\"bagan gelembung di R\" width=\"609\" height=\"360\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Alternatifnya, Anda bisa menggunakan argumen <strong>warna<\/strong> di <strong>aes()<\/strong> untuk mengatur warna setiap lingkaran berdasarkan nilai variabel lain dalam bingkai data:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">library<\/span> (ggplot2)\n\n<span style=\"color: #008080;\">#create bubble chart and color circles based on value of team variable<\/span>\nggplot(df, aes(x=assists, y=points, size=minutes, color=team)) +\n  geom_point(alpha= <span style=\"color: #008000;\">0.5<\/span> ) +\n  scale_size(range=c( <span style=\"color: #008000;\">2,10<\/span> ), <span style=\"color: #008000;\">name<\/span> =' <span style=\"color: #ff0000;\">Minutes Played<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-29827\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/bulle3.jpg\" alt=\"bagan gelembung di R dengan warna berdasarkan kondisi\" width=\"629\" height=\"379\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Warna setiap lingkaran di plot sekarang bergantung pada nilai variabel <strong>tim<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Catatan<\/strong> : Jangan ragu untuk bermain-main dengan nilai minimum dan maksimum dalam argumen <strong>rentang<\/strong> untuk menambah atau mengurangi ukuran lingkaran di plot.<\/span><\/p>\n<h2> <strong><span style=\"color: #000000;\">Sumber daya tambahan<\/span><\/strong><\/h2>\n<p> <span style=\"color: #000000;\">Tutorial berikut menjelaskan cara membuat grafik umum lainnya di R:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/bagan-pareto-di-sungai\/\" target=\"_blank\" rel=\"noopener\">Cara Membuat Bagan Pareto di R<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/cara-memplot-beberapa-baris-rangkaian-data-dalam-grafik-di-r\/\" target=\"_blank\" rel=\"noopener\">Cara memplot banyak garis dalam grafik di R<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/beberapa-plot-kotak-r\/\" target=\"_blank\" rel=\"noopener\">Cara memplot beberapa plot kotak dalam satu grafik di R<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Bagan gelembung adalah jenis bagan yang memungkinkan Anda memvisualisasikan tiga variabel dalam kumpulan data secara bersamaan. Dua variabel pertama digunakan sebagai koordinat (x,y) pada plot sebar dan variabel ketiga digunakan untuk mewakili ukuran. Anda dapat menggunakan sintaks dasar berikut untuk membuat diagram gelembung di R: library (ggplot2) #create bubble chart ggplot(df, aes(x=x_var, y=y_var, size=size_var)) + [&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 Membuat Bagan Gelembung di R \u2013 Statologi<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara membuat diagram gelembung 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\/bagan-gelembung-di-r\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara Membuat Bagan Gelembung di R \u2013 Statologi\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara membuat diagram gelembung di R, dengan beberapa contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/bagan-gelembung-di-r\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-16T11:33:22+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/bulle1.jpg\" \/>\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\/bagan-gelembung-di-r\/\",\"url\":\"https:\/\/statorials.org\/id\/bagan-gelembung-di-r\/\",\"name\":\"Cara Membuat Bagan Gelembung di R \u2013 Statologi\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-16T11:33:22+00:00\",\"dateModified\":\"2023-07-16T11:33:22+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara membuat diagram gelembung di R, dengan beberapa contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/bagan-gelembung-di-r\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/bagan-gelembung-di-r\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/bagan-gelembung-di-r\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara membuat bagan gelembung di r\"}]},{\"@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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