{"id":2968,"date":"2023-07-19T20:54:40","date_gmt":"2023-07-19T20:54:40","guid":{"rendered":"https:\/\/statorials.org\/id\/pivot_wider-r\/"},"modified":"2023-07-19T20:54:40","modified_gmt":"2023-07-19T20:54:40","slug":"pivot_wider-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/pivot_wider-r\/","title":{"rendered":"Cara menggunakan pivot_wider() di r"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\">Fungsi <strong>pivot_wider()<\/strong> paket <a href=\"https:\/\/tidyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">Tidyr<\/a> di R dapat digunakan untuk memutar blok data dari format panjang ke format lebar.<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">Fungsi ini menggunakan sintaks dasar berikut:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><b><span style=\"color: #008000;\">library<\/span> (tidyr)\n\ndf %&gt;% pivot_wider(names_from = var1, values_from = var2)<\/b><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Emas:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>name_from<\/strong> : Kolom yang nilainya akan dijadikan nama kolom<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>value_from<\/strong> : Kolom yang nilainya akan dijadikan nilai sel<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Contoh berikut menunjukkan cara menggunakan fungsi ini dalam praktiknya.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Terkait:<\/strong> <a href=\"https:\/\/statorials.org\/id\/data-panjang-vs-data-lebar\/\" target=\"_blank\" rel=\"noopener\">Data Panjang atau Lebar: Apa Bedanya?<\/a><\/span><\/p>\n<h3> <strong><span style=\"color: #000000;\">Contoh: Gunakan pivot_wider() di R<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Misalkan kita memiliki kerangka data berikut di R yang berisi informasi tentang berbagai pemain bola basket:<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (player=rep(c('A', 'B'), each= <span style=\"color: #008000;\">4<\/span> ),\n                 year=rep(c(1, 1, 2, 2), times= <span style=\"color: #008000;\">2<\/span> ),\n                 stat=rep(c('points', 'assists'), times= <span style=\"color: #008000;\">4<\/span> ),\n                 amount=c(14, 6, 18, 7, 22, 9, 38, 4))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  player year stat amount\n1 A 1 points 14\n2 A 1 assists 6\n3 A 2 points 18\n4 A 2 assists 7\n5 B 1 points 22\n6 B 1 assists 9\n7 B 2 points 38\n8 B 2 assists 4<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan fungsi <strong>pivot_wider()<\/strong> untuk memutar bingkai data ini ke dalam format lebar:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (tidyr)\n\n<span style=\"color: #008080;\">#pivot the data frame into a wide format\n<\/span>df %&gt;% pivot_wider(names_from = stat, values_from = amount)\n\n# A tibble: 4 x 4\n  player year points assists\n         \n1 A 1 14 6\n2 A 2 18 7\n3 B 1 22 9\n4 B 2 38 4\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa nilai di kolom <strong>stat<\/strong> sekarang digunakan sebagai nama kolom dan nilai di kolom <strong>jumlah<\/strong> digunakan sebagai nilai sel di kolom baru ini.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Hasil akhirnya adalah blok data yang besar.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Catatan<\/strong> : Anda dapat menemukan dokumentasi lengkap untuk fungsi <strong>pivot_wider()<\/strong> <a href=\"https:\/\/tidyr.tidyverse.org\/reference\/pivot_wider.html\" target=\"_blank\" rel=\"noopener\">di sini<\/a> .<\/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 menggunakan fungsi umum lainnya dari paket Tidyr di R:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/fungsi-penyebaran-di-r\/\" target=\"_blank\" rel=\"noopener\">Cara menggunakan fungsi Spread di R<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/mengumpulkan-fungsi-di-r\/\" target=\"_blank\" rel=\"noopener\">Cara menggunakan fungsi kumpulkan di R<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/fungsi-terpisah-di-r\/\" target=\"_blank\" rel=\"noopener\">Cara menggunakan fungsi terpisah di R<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/menyatukan-fungsi-di-r\/\" target=\"_blank\" rel=\"noopener\">Cara menggunakan fungsi Unite di R<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Fungsi pivot_wider() paket Tidyr di R dapat digunakan untuk memutar blok data dari format panjang ke format lebar. Fungsi ini menggunakan sintaks dasar berikut: library (tidyr) df %&gt;% pivot_wider(names_from = var1, values_from = var2) Emas: name_from : Kolom yang nilainya akan dijadikan nama kolom value_from : Kolom yang nilainya akan dijadikan nilai sel 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 menggunakan pivot_wider() di R \u2013 Statologi<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara menggunakan fungsi pivot_wider() di R, dengan sebuah 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\/pivot_wider-r\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara menggunakan pivot_wider() di R \u2013 Statologi\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara menggunakan fungsi pivot_wider() di R, dengan sebuah contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/pivot_wider-r\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-19T20:54:40+00:00\" \/>\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=\"1 menit\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/id\/pivot_wider-r\/\",\"url\":\"https:\/\/statorials.org\/id\/pivot_wider-r\/\",\"name\":\"Cara menggunakan pivot_wider() di R \u2013 Statologi\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-19T20:54:40+00:00\",\"dateModified\":\"2023-07-19T20:54:40+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara menggunakan fungsi pivot_wider() di R, dengan sebuah contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/pivot_wider-r\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/pivot_wider-r\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/pivot_wider-r\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara menggunakan pivot_wider() 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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