{"id":1808,"date":"2023-07-24T21:44:34","date_gmt":"2023-07-24T21:44:34","guid":{"rendered":"https:\/\/statorials.org\/ru\/dplyr-%d1%81%d0%bb%d1%83%d1%87%d0%b0%d0%b8_%d0%ba%d0%be%d0%b3%d0%b4%d0%b0\/"},"modified":"2023-07-24T21:44:34","modified_gmt":"2023-07-24T21:44:34","slug":"dplyr-%d1%81%d0%bb%d1%83%d1%87%d0%b0%d0%b8_%d0%ba%d0%be%d0%b3%d0%b4%d0%b0","status":"publish","type":"post","link":"https:\/\/statorials.org\/ru\/dplyr-%d1%81%d0%bb%d1%83%d1%87%d0%b0%d0%b8_%d0%ba%d0%be%d0%b3%d0%b4%d0%b0\/","title":{"rendered":"\u041a\u0430\u043a \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c case_when() \u0432 dplyr"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0424\u0443\u043d\u043a\u0446\u0438\u044e <strong>case_when()<\/strong> \u0438\u0437 \u043f\u0430\u043a\u0435\u0442\u0430 <a href=\"https:\/\/dplyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">dplyr<\/a> \u0432 R \u043c\u043e\u0436\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u043d\u043e\u0432\u044b\u0445 \u043f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445 \u0438\u0437 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0445 \u043f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u042d\u0442\u0430 \u0444\u0443\u043d\u043a\u0446\u0438\u044f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u0431\u0430\u0437\u043e\u0432\u044b\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #993300;\">library<\/span> (dplyr)\n<\/span>\ndf %&gt;%\n  <span style=\"color: #3366ff;\">mutate<\/span> (new_var = <span style=\"color: #3366ff;\">case_when<\/span> (var1 &lt; 15 ~ ' <span style=\"color: #ff0000;\">low<\/span> ',\n                             var2 &lt; 25 ~ ' <span style=\"color: #ff0000;\">med<\/span> ',\n                             TRUE ~ ' <span style=\"color: #ff0000;\">high<\/span> '))\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u041e\u0431\u0440\u0430\u0442\u0438\u0442\u0435 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435, \u0447\u0442\u043e <strong>TRUE<\/strong> \u044d\u043a\u0432\u0438\u0432\u0430\u043b\u0435\u043d\u0442\u043d\u043e \u043e\u043f\u0435\u0440\u0430\u0442\u043e\u0440\u0443 else.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0421\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0435 \u043f\u0440\u0438\u043c\u0435\u0440\u044b \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u044e\u0442, \u043a\u0430\u043a \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u044d\u0442\u0443 \u0444\u0443\u043d\u043a\u0446\u0438\u044e \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0435 \u0441\u043e \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u043c \u0444\u0440\u0435\u0439\u043c\u043e\u043c \u0434\u0430\u043d\u043d\u044b\u0445:<\/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> (player = c('AJ', 'Bob', 'Chad', 'Dan', 'Eric', 'Frank'),\n                 position = c('G', 'F', 'F', 'G', 'C', NA),\n                 points = c(12, 15, 19, 22, 32, NA),\n                 assists = c(5, 7, 7, 12, 11, NA))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  player position points assists\n1 AJ G 12 5\n2 Bob F 15 7\n3 Chad F 19 7\n4 Dan G 22 12\n5 Eric C 32 11\n6 Frank NA NA NA<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043c\u0435\u0440 1. \u0421\u043e\u0437\u0434\u0430\u0439\u0442\u0435 \u043d\u043e\u0432\u0443\u044e \u043f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u0443\u044e \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u0439 \u043f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0439.<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0421\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u043a\u043e\u0434 \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442, \u043a\u0430\u043a \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043d\u043e\u0432\u0443\u044e \u043f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u0443\u044e \u0441 \u0438\u043c\u0435\u043d\u0435\u043c <strong>\u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e<\/strong> , \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u043a\u043e\u0442\u043e\u0440\u043e\u0439 \u0438\u0437\u0432\u043b\u0435\u043a\u0430\u044e\u0442\u0441\u044f \u0438\u0437 \u0441\u0442\u043e\u043b\u0431\u0446\u0430 <strong>\u0442\u043e\u0447\u0435\u043a<\/strong> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df %&gt;%\n<span style=\"color: #3366ff;\">mutate<\/span> (quality = <span style=\"color: #3366ff;\">case_when<\/span> (points &gt; 20 ~ ' <span style=\"color: #ff0000;\">high<\/span> ',\n                             points &gt; 15 ~ ' <span style=\"color: #ff0000;\">med<\/span> ',\n                             TRUE ~ ' <span style=\"color: #ff0000;\">low<\/span> ' ))\n\n  player position points assists quality\n1 AJ G 12 5 low\n2 Bob F 15 7 low\n3 Chad F 19 7 med\n4 Dan G 22 12 high\n5 Eric C 32 11 high\n6 Frank NA NA NA low\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0412\u043e\u0442 \u043a\u0430\u043a \u0438\u043c\u0435\u043d\u043d\u043e \u0444\u0443\u043d\u043a\u0446\u0438\u044f <strong>case_when()<\/strong> \u0441\u043e\u0437\u0434\u0430\u0432\u0430\u043b\u0430 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u0434\u043b\u044f \u043d\u043e\u0432\u043e\u0433\u043e \u0441\u0442\u043e\u043b\u0431\u0446\u0430:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u0415\u0441\u043b\u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u0432 \u0441\u0442\u043e\u043b\u0431\u0446\u0435 \u00ab\u0431\u0430\u043b\u043b\u044b\u00bb \u0431\u043e\u043b\u044c\u0448\u0435 20, \u0442\u043e \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u0432 \u0441\u0442\u043e\u043b\u0431\u0446\u0435 \u00ab\u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e\u00bb \u2014 \u00ab\u0432\u044b\u0441\u043e\u043a\u043e\u0435\u00bb.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0412 \u043f\u0440\u043e\u0442\u0438\u0432\u043d\u043e\u043c \u0441\u043b\u0443\u0447\u0430\u0435, \u0435\u0441\u043b\u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u0432 \u0441\u0442\u043e\u043b\u0431\u0446\u0435 \u00ab\u0431\u0430\u043b\u043b\u044b\u00bb \u0431\u043e\u043b\u044c\u0448\u0435 15, \u0442\u043e \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u0432 \u0441\u0442\u043e\u043b\u0431\u0446\u0435 \u00ab\u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e\u00bb \u0431\u0443\u0434\u0435\u0442 \u00ab\u0441\u0440\u0435\u0434\u043d\u0438\u043c\u00bb.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0412 \u043f\u0440\u043e\u0442\u0438\u0432\u043d\u043e\u043c \u0441\u043b\u0443\u0447\u0430\u0435, \u0435\u0441\u043b\u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u0432 \u0441\u0442\u043e\u043b\u0431\u0446\u0435 \u0431\u0430\u043b\u043b\u043e\u0432 \u043c\u0435\u043d\u044c\u0448\u0435 \u0438\u043b\u0438 \u0440\u0430\u0432\u043d\u043e 15 (\u0438\u043b\u0438 \u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0443\u0435\u0442 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435, \u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440 NA), \u0442\u043e\u0433\u0434\u0430 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u0432 \u0441\u0442\u043e\u043b\u0431\u0446\u0435 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 \u0431\u0443\u0434\u0435\u0442 \u00ab\u043d\u0438\u0437\u043a\u0438\u043c\u00bb.<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043c\u0435\u0440 2. \u0421\u043e\u0437\u0434\u0430\u0439\u0442\u0435 \u043d\u043e\u0432\u0443\u044e \u043f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u0443\u044e \u0438\u0437 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u043f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445.<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0421\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u043a\u043e\u0434 \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442, \u043a\u0430\u043a \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043d\u043e\u0432\u0443\u044e \u043f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u0443\u044e \u0441 \u0438\u043c\u0435\u043d\u0435\u043c <strong>\u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e<\/strong> , \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u043a\u043e\u0442\u043e\u0440\u043e\u0439 \u043f\u043e\u043b\u0443\u0447\u0430\u044e\u0442\u0441\u044f \u0438\u0437 \u0441\u0442\u043e\u043b\u0431\u0446\u043e\u0432 <strong>\u0442\u043e\u0447\u0435\u043a<\/strong> \u0438 <strong>\u0432\u0441\u043f\u043e\u043c\u043e\u0433\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0445<\/strong> \u0434\u0430\u043d\u043d\u044b\u0445:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df %&gt;%\n<span style=\"color: #3366ff;\">mutate<\/span> (quality = <span style=\"color: #3366ff;\">case_when<\/span> (points &gt; 15 &amp; assists &gt; 10 ~ ' <span style=\"color: #ff0000;\">great<\/span> ',\n                             points &gt; 15 &amp; assists &gt; 5 ~ ' <span style=\"color: #ff0000;\">good<\/span> ',\n                             TRUE ~ ' <span style=\"color: #ff0000;\">average<\/span> ' ))\n\n  player position points assists quality\n1 AJ G 12 5 average\n2 Bob F 15 7 average\n3 Chad F 19 7 good\n4 Dan G 22 12 great\n5 Eric C 32 11 great\n6 Frank NA NA NA average\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">\u041e\u0431\u0440\u0430\u0442\u0438\u0442\u0435 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435, \u0447\u0442\u043e \u043c\u044b \u0442\u0430\u043a\u0436\u0435 \u043c\u043e\u0436\u0435\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0444\u0443\u043d\u043a\u0446\u0438\u044e <strong>is.na()<\/strong> \u0434\u043b\u044f \u044f\u0432\u043d\u043e\u0433\u043e \u043f\u0440\u0438\u0441\u0432\u043e\u0435\u043d\u0438\u044f \u0441\u0442\u0440\u043e\u043a \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f\u043c NA:<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df %&gt;%\n<span style=\"color: #3366ff;\">mutate<\/span> (quality = <span style=\"color: #3366ff;\">case_when<\/span> (is. <span style=\"color: #3366ff;\">na<\/span> (points) ~ ' <span style=\"color: #ff0000;\">missing<\/span> ',\n                             points &gt; 15 &amp; assists &gt; 10 ~ ' <span style=\"color: #ff0000;\">great<\/span> ',\n                             points &gt; 15 &amp; assists &gt; 5 ~ ' <span style=\"color: #ff0000;\">good<\/span> ',\n                             TRUE ~ ' <span style=\"color: #ff0000;\">average<\/span> ' ))\n\n  player position points assists quality\n1 AJ G 12 5 average\n2 Bob F 15 7 average\n3 Chad F 19 7 good\n4 Dan G 22 12 great\n5 Eric C 32 11 great\n6 Frank NA NA NA missing<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u0414\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0440\u0435\u0441\u0443\u0440\u0441\u044b<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/ru\/\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u043e\u0432\u0430\u0442\u044c-\u043b\u0438\u043d\u0438\u0438-r\/\" target=\"_blank\" rel=\"noopener\">\u041a\u0430\u043a \u0440\u0430\u0441\u043f\u043e\u043b\u043e\u0436\u0438\u0442\u044c \u043b\u0438\u043d\u0438\u0438 \u0432 R<\/a><br \/> <a href=\"https:\/\/statorials.org\/ru\/\u0441\u0447\u0438\u0442\u0430\u0442\u044c-\u043f\u043e-\u0433\u0440\u0443\u043f\u043f\u0435-r\/\" target=\"_blank\" rel=\"noopener\">\u041a\u0430\u043a \u043f\u043e\u0434\u0441\u0447\u0438\u0442\u0430\u0442\u044c \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u044f \u043d\u0430 \u0433\u0440\u0443\u043f\u043f\u0443 \u0432 R<\/a><br \/> <a href=\"https:\/\/statorials.org\/ru\/\u0444\u0438\u043b\u044c\u0442\u0440\u043e\u0432\u0430\u0442\u044c-\u0441\u0442\u0440\u043e\u043a\u0438,-\u0441\u043e\u0434\u0435\u0440\u0436\u0430\u0449\u0438\u0435-\u0441\u0442\u0440\u043e\u043a\u0443-dplyr\/\" target=\"_blank\" rel=\"noopener\">\u041a\u0430\u043a \u0444\u0438\u043b\u044c\u0442\u0440\u043e\u0432\u0430\u0442\u044c \u0441\u0442\u0440\u043e\u043a\u0438, \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u0449\u0438\u0435 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u0443\u044e \u0441\u0442\u0440\u043e\u043a\u0443 \u0432 R<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0424\u0443\u043d\u043a\u0446\u0438\u044e case_when() \u0438\u0437 \u043f\u0430\u043a\u0435\u0442\u0430 dplyr \u0432 R \u043c\u043e\u0436\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u043d\u043e\u0432\u044b\u0445 \u043f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445 \u0438\u0437 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0445 \u043f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445. \u042d\u0442\u0430 \u0444\u0443\u043d\u043a\u0446\u0438\u044f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u0431\u0430\u0437\u043e\u0432\u044b\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441: library (dplyr) df %&gt;% mutate (new_var = case_when (var1 &lt; 15 ~ &#8216; low &#8216;, var2 &lt; 25 ~ &#8216; med &#8216;, TRUE ~ &#8216; high &#8216;)) \u041e\u0431\u0440\u0430\u0442\u0438\u0442\u0435 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435, \u0447\u0442\u043e TRUE \u044d\u043a\u0432\u0438\u0432\u0430\u043b\u0435\u043d\u0442\u043d\u043e \u043e\u043f\u0435\u0440\u0430\u0442\u043e\u0440\u0443 [&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-1808","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u041a\u0430\u043a \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c case_when() \u0432 dplyr \u2013 Statorials<\/title>\n<meta name=\"description\" content=\"\u0412 \u044d\u0442\u043e\u043c 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