{"id":2968,"date":"2023-07-19T20:54:40","date_gmt":"2023-07-19T20:54:40","guid":{"rendered":"https:\/\/statorials.org\/tr\/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\/tr\/pivot_wider-r\/","title":{"rendered":"R&#39;de pivot_wider() nas\u0131l kullan\u0131l\u0131r"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\">R&#8217;deki <a href=\"https:\/\/tidyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">Tidyr<\/a> paketinin <strong>pivot_wider()<\/strong> i\u015flevi, bir veri blo\u011funu uzun formattan geni\u015f formata d\u00f6nd\u00fcrmek i\u00e7in kullan\u0131labilir.<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu i\u015flev a\u015fa\u011f\u0131daki temel s\u00f6zdizimini kullan\u0131r:<\/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;\">Alt\u0131n:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>name_from<\/strong> : De\u011ferleri s\u00fctun ad\u0131 olarak kullan\u0131lacak s\u00fctun<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>values_from<\/strong> : De\u011ferleri h\u00fccre de\u011feri olarak kullan\u0131lacak s\u00fctun<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnekte bu fonksiyonun pratikte nas\u0131l kullan\u0131laca\u011f\u0131 g\u00f6sterilmektedir.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u0130lgili:<\/strong> <a href=\"https:\/\/statorials.org\/tr\/uzun-veri-ve-genis-veri\/\" target=\"_blank\" rel=\"noopener\">Uzun veya Geni\u015f Veri: Fark Nedir?<\/a><\/span><\/p>\n<h3> <strong><span style=\"color: #000000;\">\u00d6rnek: R&#8217;de pivot_wider() i\u015flevini kullan\u0131n<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">R&#8217;de \u00e7e\u015fitli basketbol oyuncular\u0131 hakk\u0131nda bilgi i\u00e7eren a\u015fa\u011f\u0131daki veri \u00e7er\u00e7evesine sahip oldu\u011fumuzu varsayal\u0131m:<\/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;\">Bu veri \u00e7er\u00e7evesini geni\u015f bir formata d\u00f6nd\u00fcrmek i\u00e7in <strong>pivot_wider()<\/strong> fonksiyonunu kullanabiliriz:<\/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;\">Bu yeni s\u00fctunlarda <strong>istatistik<\/strong> s\u00fctunundaki de\u011ferlerin art\u0131k s\u00fctun ad\u0131 olarak, <strong>miktar<\/strong> s\u00fctunundaki de\u011ferlerin ise h\u00fccre de\u011ferleri olarak kullan\u0131ld\u0131\u011f\u0131n\u0131 unutmay\u0131n.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Sonu\u00e7ta b\u00fcy\u00fck bir veri blo\u011fu ortaya \u00e7\u0131k\u0131yor.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Not<\/strong> : <strong>Pivot_wider()<\/strong> i\u015flevine ili\u015fkin t\u00fcm belgeleri <a href=\"https:\/\/tidyr.tidyverse.org\/reference\/pivot_wider.html\" target=\"_blank\" rel=\"noopener\">burada<\/a> bulabilirsiniz.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki e\u011fitimlerde R&#8217;deki Tidyr paketindeki di\u011fer ortak i\u015flevlerin nas\u0131l kullan\u0131laca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/tr\/rde-yayilma-fonksiyonu\/\" target=\"_blank\" rel=\"noopener\">R&#8217;de Spread i\u015flevi nas\u0131l kullan\u0131l\u0131r?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/rde-islevi-topla\/\" target=\"_blank\" rel=\"noopener\">R&#8217;de toplama i\u015flevi nas\u0131l kullan\u0131l\u0131r?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/rde-ayri-fonksiyon\/\" target=\"_blank\" rel=\"noopener\">R&#8217;de ayr\u0131 bir i\u015flev nas\u0131l kullan\u0131l\u0131r?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/rde-birlestirme-islevi\/\" target=\"_blank\" rel=\"noopener\">R&#8217;de Unite i\u015flevi nas\u0131l kullan\u0131l\u0131r?<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>R&#8217;deki Tidyr paketinin pivot_wider() i\u015flevi, bir veri blo\u011funu uzun formattan geni\u015f formata d\u00f6nd\u00fcrmek i\u00e7in kullan\u0131labilir. Bu i\u015flev a\u015fa\u011f\u0131daki temel s\u00f6zdizimini kullan\u0131r: library (tidyr) df %&gt;% pivot_wider(names_from = var1, values_from = var2) Alt\u0131n: name_from : De\u011ferleri s\u00fctun ad\u0131 olarak kullan\u0131lacak s\u00fctun values_from : De\u011ferleri h\u00fccre de\u011feri olarak kullan\u0131lacak s\u00fctun A\u015fa\u011f\u0131daki \u00f6rnekte bu fonksiyonun pratikte nas\u0131l kullan\u0131laca\u011f\u0131 [&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":[],"class_list":["post-2968","post","type-post","status-publish","format-standard","hentry","category-rehber"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>R - Statorialsde pivot_wider() nas\u0131l kullan\u0131l\u0131r<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde R&#039;de pivot_wider() i\u015flevinin nas\u0131l kullan\u0131laca\u011f\u0131 bir \u00f6rnekle a\u00e7\u0131klanmaktad\u0131r.\" \/>\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\/tr\/pivot_wider-r\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R - 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