{"id":2968,"date":"2023-07-19T20:47:38","date_gmt":"2023-07-19T20:47:38","guid":{"rendered":"https:\/\/statorials.org\/ar\/%d9%85%d8%ad%d9%88%d8%b1_%d8%a7%d9%94%d8%b7%d9%88%d9%84-%d8%a7%d9%95%d9%84%d9%89-%d8%b5\/"},"modified":"2023-07-19T20:47:38","modified_gmt":"2023-07-19T20:47:38","slug":"%d9%85%d8%ad%d9%88%d8%b1_%d8%a7%d9%94%d8%b7%d9%88%d9%84-%d8%a7%d9%95%d9%84%d9%89-%d8%b5","status":"publish","type":"post","link":"https:\/\/statorials.org\/ar\/%d9%85%d8%ad%d9%88%d8%b1_%d8%a7%d9%94%d8%b7%d9%88%d9%84-%d8%a7%d9%95%d9%84%d9%89-%d8%b5\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 pivot_longer() \u0641\u064a r"},"content":{"rendered":"<p><\/p>\n<hr>\n<p style=\";text-align:right;direction:rtl\"><span style=\"color: #000000;\">\u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 <strong>Pivot_longer()<\/strong> \u0644\u062d\u0632\u0645\u0629 <a href=\"https:\/\/tidyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">Tidyr<\/a> \u0641\u064a \u0644\u063a\u0629 R \u0644\u062a\u062f\u0648\u064a\u0631 \u0643\u062a\u0644\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u062a\u0646\u0633\u064a\u0642 \u0648\u0627\u0633\u0639 \u0625\u0644\u0649 \u062a\u0646\u0633\u064a\u0642 \u0637\u0648\u064a\u0644.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u062a\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0648\u0638\u064a\u0641\u0629 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0627\u0644\u062a\u0627\u0644\u064a:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><b><span style=\"color: #008000;\">library<\/span> (tidyr)\n\n<strong>df %&gt;% pivot_longer(cols=c(' <span style=\"color: #ff0000;\">var1<\/span> ', ' <span style=\"color: #ff0000;\">var2<\/span> ', ...),\n                    names_to=' <span style=\"color: #ff0000;\">col1_name<\/span> ',\n                    values_to=' <span style=\"color: #ff0000;\">col2_name<\/span> ')<\/strong>\n<\/b><\/span><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0630\u0647\u0628:<\/span><\/p>\n<ul style=\";text-align:right;direction:rtl\">\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>cols<\/strong> : \u0623\u0633\u0645\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u062f\u0629 \u0627\u0644\u0645\u0631\u0627\u062f \u0645\u062d\u0648\u0631\u0647\u0627<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>names_to<\/strong> : \u0627\u0633\u0645 \u0639\u0645\u0648\u062f \u0627\u0644\u062d\u0631\u0641 \u0627\u0644\u062c\u062f\u064a\u062f<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>values_to<\/strong> : \u0627\u0633\u0645 \u0639\u0645\u0648\u062f \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u062c\u062f\u064a\u062f<\/span><\/li>\n<\/ul>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0648\u0636\u062d \u0627\u0644\u0645\u062b\u0627\u0644 \u0627\u0644\u062a\u0627\u0644\u064a \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u0648\u0638\u064a\u0641\u0629 \u0639\u0645\u0644\u064a\u064b\u0627.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0630\u0627\u062a \u0635\u0644\u0629:<\/strong> <a href=\"https:\/\/statorials.org\/ar\/\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a-\u0627\u0644\u0637\u0648\u064a\u0644\u0629-\u0645\u0642\u0627\u0628\u0644-\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a-\u0627\u0644\u0648\u0627\u0633\u0639\u0629\/\" target=\"_blank\" rel=\"noopener\">\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0637\u0648\u064a\u0644\u0629 \u0623\u0648 \u0627\u0644\u0648\u0627\u0633\u0639\u0629: \u0645\u0627 \u0627\u0644\u0641\u0631\u0642\u061f<\/a><\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <strong><span style=\"color: #000000;\">\u0645\u062b\u0627\u0644: \u0627\u0633\u062a\u062e\u062f\u0645 Pivot_longer() \u0641\u064a R<\/span><\/strong><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0644\u0646\u0641\u062a\u0631\u0636 \u0623\u0646 \u0644\u062f\u064a\u0646\u0627 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a \u0641\u064a R \u0627\u0644\u0630\u064a \u064a\u0648\u0636\u062d \u0639\u062f\u062f \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u062a\u064a \u0633\u062c\u0644\u0647\u0627 \u0644\u0627\u0639\u0628\u0648 \u0643\u0631\u0629 \u0627\u0644\u0633\u0644\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0648\u0646 \u0641\u064a \u0633\u0646\u0648\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629:<\/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=c('A', 'B', 'C', 'D'),\n                 year1=c(12, 15, 19, 19),\n                 year2=c(22, 29, 18, 12))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  player year1 year2\n1 to 12 22\n2 B 15 29\n3 C 19 18\n4 D 19 12<\/strong><\/span><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 <strong>Pivot_longer()<\/strong> \u0644\u062a\u062f\u0648\u064a\u0631 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u0630\u0627 \u0625\u0644\u0649 \u062a\u0646\u0633\u064a\u0642 \u0637\u0648\u064a\u0644:<\/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 long format\n<\/span>df %&gt;% pivot_longer(cols=c(' <span style=\"color: #ff0000;\">year1<\/span> ', ' <span style=\"color: #ff0000;\">year2<\/span> '),\n                    names_to=' <span style=\"color: #ff0000;\">year<\/span> ',\n                    values_to=' <span style=\"color: #ff0000;\">points<\/span> ')\n\n# A tibble: 8 x 3\n  player year points\n      \n1 A year1 12\n2 A year2 22\n3 B year1 15\n4 B year2 29\n5 C year1 19\n6 C year2 18\n7 D year1 19\n8 D year2 12\n<\/strong><\/span><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0644\u0627\u062d\u0638 \u0623\u0646 \u0623\u0633\u0645\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u062f\u0629 <strong>year1<\/strong> \u0648 <strong>year2<\/strong> \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0622\u0646 \u0643\u0642\u064a\u0645 \u0641\u064a \u0639\u0645\u0648\u062f \u062c\u062f\u064a\u062f \u064a\u0633\u0645\u0649 &#8220;\u0627\u0644\u0633\u0646\u0629&#8221; \u0648\u064a\u062a\u0645 \u0648\u0636\u0639 \u0627\u0644\u0642\u064a\u0645 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0623\u0639\u0645\u062f\u0629 \u0627\u0644\u0623\u0635\u0644\u064a\u0629 \u0641\u064a \u0639\u0645\u0648\u062f \u062c\u062f\u064a\u062f \u064a\u0633\u0645\u0649 &#8220;\u0627\u0644\u0646\u0642\u0627\u0637&#8221;.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0648\u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629 \u0647\u064a \u0625\u0637\u0627\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0637\u0648\u064a\u0644.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u0644\u062d\u0648\u0638\u0629<\/strong> : \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u0644\u0644\u062f\u0627\u0644\u0629 <strong>Pivot_longer()<\/strong> <a href=\"https:\/\/tidyr.tidyverse.org\/reference\/pivot_longer.html\" target=\"_blank\" rel=\"noopener\">\u0647\u0646\u0627<\/a> .<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u0635\u0627\u062f\u0631 \u0625\u0636\u0627\u0641\u064a\u0629<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u062a\u0634\u0631\u062d \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0627\u0644\u0623\u062e\u0631\u0649 \u0645\u0646 \u062d\u0632\u0645\u0629 Tidyr \u0641\u064a R:<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <a href=\"https:\/\/statorials.org\/ar\/pivot_wider-r\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Pivot_wider() \u0641\u064a R<\/a><br \/> <a href=\"https:\/\/statorials.org\/ar\/\u0648\u0638\u064a\u0641\u0629-\u0627\u0644\u0627\u0646\u062a\u0634\u0627\u0631-\u0641\u064a-\u0635\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0638\u064a\u0641\u0629 \u0627\u0644\u0627\u0646\u062a\u0634\u0627\u0631 \u0641\u064a R<\/a><br \/> <a href=\"https:\/\/statorials.org\/ar\/\u062c\u0645\u0639-\u0648\u0638\u064a\u0641\u0629-\u0641\u064a-\u0635\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0638\u064a\u0641\u0629 \u0627\u0644\u062a\u062c\u0645\u064a\u0639 \u0641\u064a R<\/a><br \/><a href=\"https:\/\/statorials.org\/ar\/\u0648\u0638\u064a\u0641\u0629-\u0645\u0646\u0641\u0635\u0644\u0629-\u0641\u064a-\u0635\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0638\u064a\u0641\u0629 \u0645\u0646\u0641\u0635\u0644\u0629 \u0641\u064a R<\/a><br \/> <a href=\"https:\/\/statorials.org\/ar\/\u062a\u0648\u062d\u064a\u062f-\u0627\u0644\u0648\u0638\u064a\u0641\u0629-\u0641\u064a-\u0635\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 Unite \u0641\u064a R<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 Pivot_longer() \u0644\u062d\u0632\u0645\u0629 Tidyr \u0641\u064a \u0644\u063a\u0629 R \u0644\u062a\u062f\u0648\u064a\u0631 \u0643\u062a\u0644\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u062a\u0646\u0633\u064a\u0642 \u0648\u0627\u0633\u0639 \u0625\u0644\u0649 \u062a\u0646\u0633\u064a\u0642 \u0637\u0648\u064a\u0644. \u062a\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0648\u0638\u064a\u0641\u0629 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0627\u0644\u062a\u0627\u0644\u064a: library (tidyr) df %&gt;% pivot_longer(cols=c(&#8216; var1 &#8216;, &#8216; var2 &#8216;, &#8230;), names_to=&#8217; col1_name &#8216;, values_to=&#8217; col2_name &#8216;) \u0630\u0647\u0628: cols : \u0623\u0633\u0645\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u062f\u0629 \u0627\u0644\u0645\u0631\u0627\u062f \u0645\u062d\u0648\u0631\u0647\u0627 names_to : \u0627\u0633\u0645 \u0639\u0645\u0648\u062f \u0627\u0644\u062d\u0631\u0641 [&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>\u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Pivot_longer() \u0641\u064a R \u2013 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0627\u062a<\/title>\n<meta name=\"description\" content=\"\u064a\u0634\u0631\u062d \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 Pivot_longer()\u200e \u0645\u0646 \u062d\u0632\u0645\u0629 Tidyr \u0641\u064a \u0644\u063a\u0629 R\u060c \u0645\u0639 \u0645\u062b\u0627\u0644.\" \/>\n<meta name=\"robots\" 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