{"id":4186,"date":"2023-07-13T00:20:14","date_gmt":"2023-07-13T00:20:14","guid":{"rendered":"https:\/\/statorials.org\/id\/r-pivot_wider-beberapa-kolom\/"},"modified":"2023-07-13T00:20:14","modified_gmt":"2023-07-13T00:20:14","slug":"r-pivot_wider-beberapa-kolom","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/r-pivot_wider-beberapa-kolom\/","title":{"rendered":"A: cara menggunakan pivot_wider() dengan banyak kolom"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><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><\/p>\n<p> <span style=\"color: #000000;\">Jika Anda ingin menggunakan fungsi ini untuk memutar beberapa kolom, Anda bisa menggunakan sintaks 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_wide &lt;- pivot_wider(df, names_from=group, values_from=c(values1, values2))\n<\/b><\/span><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Dengan memberikan beberapa nama kolom ke argumen <strong>value_from<\/strong> , Anda bisa memutar beberapa kolom sekaligus.<\/span><\/span><\/p>\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<h2> <strong><span style=\"color: #000000;\">Contoh: Gunakan pivot_wider() dengan beberapa kolom di R<\/span><\/strong><\/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;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#create data frame<\/span>\ndf &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (team=c('A', 'A', 'A', 'B', 'B', 'B'),\n                 player=c('G', 'F', 'C', 'G', 'F', 'C'),\n                 points=c(22, 34, 20, 15, 14, 19),\n                 assists=c(4, 10, 12, 9, 8, 5))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  team player points assists\n1 AG 22 4\n2 AF 34 10\n3 AC 20 12\n4 BG 15 9\n5 BF 14 8\n6 BC 19 5\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Sekarang katakanlah kita ingin memutar nilai pada <strong>kolom poin<\/strong> dan kolom <strong>bantuan<\/strong> secara bersamaan.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan sintaks berikut untuk melakukan ini:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (tidyr)\n<span style=\"color: #008080;\">\n#pivot values in points and assists columns\n<\/span>df_wide &lt;- pivot_wider(df, names_from=player, values_from=c(points, assists))\n\n<span style=\"color: #008080;\">#view wide data frame\n<\/span>df_wide\n\n# A tibble: 2 x 7\n  team points_G points_F points_C assists_G assists_F assists_C\n                             \n1 A 22 34 20 4 10 12\n2 B 15 14 19 9 8 5\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa setiap nilai di kolom <strong>pemain<\/strong> telah digabungkan dengan <strong>poin<\/strong> dan <strong>assist<\/strong> untuk membuat total enam kolom baru yang menampilkan poin dan assist yang dicetak oleh pemain di setiap posisi.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Hasil akhirnya adalah bingkai data besar dengan total tujuh kolom.<\/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<h2> <span style=\"color: #000000;\"><strong>Sumber daya tambahan<\/strong><\/span><\/h2>\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\/pivot_longer-ke-sungai\/\" target=\"_blank\" rel=\"noopener\">Cara menggunakan pivot_longer() di R<\/a><br \/> <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. Jika Anda ingin menggunakan fungsi ini untuk memutar beberapa kolom, Anda bisa menggunakan sintaks berikut: library (tidyr) df_wide &lt;- pivot_wider(df, names_from=group, values_from=c(values1, values2)) Dengan memberikan beberapa nama kolom ke argumen value_from , Anda bisa memutar beberapa kolom [&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>A: Cara menggunakan pivot_wider() dengan banyak kolom \u2013 Statorials<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara menggunakan fungsi pivot_wider() dengan banyak kolom di R, termasuk contohnya.\" \/>\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\/r-pivot_wider-beberapa-kolom\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"A: Cara menggunakan pivot_wider() dengan banyak kolom \u2013 Statorials\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara menggunakan fungsi pivot_wider() dengan banyak kolom di R, termasuk contohnya.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/r-pivot_wider-beberapa-kolom\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-13T00:20:14+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=\"2 menit\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/id\/r-pivot_wider-beberapa-kolom\/\",\"url\":\"https:\/\/statorials.org\/id\/r-pivot_wider-beberapa-kolom\/\",\"name\":\"A: Cara menggunakan pivot_wider() dengan banyak kolom \u2013 Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-13T00:20:14+00:00\",\"dateModified\":\"2023-07-13T00:20:14+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara menggunakan fungsi pivot_wider() dengan banyak kolom di R, termasuk contohnya.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/r-pivot_wider-beberapa-kolom\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/r-pivot_wider-beberapa-kolom\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/r-pivot_wider-beberapa-kolom\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"A: cara menggunakan pivot_wider() dengan banyak kolom\"}]},{\"@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. Dengan pengalaman dan keahlian yang luas di bidang statistika, saya ingin berbagi ilmu untuk memberdayakan mahasiswa melalui Statorials. Baca selengkapnya\",\"sameAs\":[\"http:\/\/statorials.org\/id\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"A: Cara menggunakan pivot_wider() dengan banyak kolom \u2013 Statorials","description":"Tutorial ini menjelaskan cara menggunakan fungsi pivot_wider() dengan banyak kolom di R, termasuk contohnya.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/id\/r-pivot_wider-beberapa-kolom\/","og_locale":"id_ID","og_type":"article","og_title":"A: Cara menggunakan pivot_wider() dengan banyak kolom \u2013 Statorials","og_description":"Tutorial ini menjelaskan cara menggunakan fungsi pivot_wider() dengan banyak kolom di R, termasuk contohnya.","og_url":"https:\/\/statorials.org\/id\/r-pivot_wider-beberapa-kolom\/","og_site_name":"Statorials","article_published_time":"2023-07-13T00:20:14+00:00","author":"Benjamin anderson","twitter_card":"summary_large_image","twitter_misc":{"Ditulis oleh":"Benjamin anderson","Estimasi waktu membaca":"2 menit"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/id\/r-pivot_wider-beberapa-kolom\/","url":"https:\/\/statorials.org\/id\/r-pivot_wider-beberapa-kolom\/","name":"A: Cara menggunakan pivot_wider() dengan banyak kolom \u2013 Statorials","isPartOf":{"@id":"https:\/\/statorials.org\/id\/#website"},"datePublished":"2023-07-13T00:20:14+00:00","dateModified":"2023-07-13T00:20:14+00:00","author":{"@id":"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81"},"description":"Tutorial ini menjelaskan cara menggunakan fungsi pivot_wider() dengan banyak kolom di R, termasuk contohnya.","breadcrumb":{"@id":"https:\/\/statorials.org\/id\/r-pivot_wider-beberapa-kolom\/#breadcrumb"},"inLanguage":"id","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/id\/r-pivot_wider-beberapa-kolom\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/id\/r-pivot_wider-beberapa-kolom\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/statorials.org\/id\/"},{"@type":"ListItem","position":2,"name":"A: cara menggunakan pivot_wider() dengan banyak kolom"}]},{"@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. Dengan pengalaman dan keahlian yang luas di bidang statistika, saya ingin berbagi ilmu untuk memberdayakan mahasiswa melalui Statorials. Baca selengkapnya","sameAs":["http:\/\/statorials.org\/id"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/posts\/4186"}],"collection":[{"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/comments?post=4186"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/posts\/4186\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/media?parent=4186"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/categories?post=4186"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/tags?post=4186"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}