{"id":2217,"date":"2023-07-23T05:04:40","date_gmt":"2023-07-23T05:04:40","guid":{"rendered":"https:\/\/statorials.org\/uk\/dplyr-%d0%be%d0%ba%d1%80%d0%b5%d0%bc%d0%b8%d0%b8-%d1%80%d0%b0%d1%85%d1%83%d0%bd%d0%be%d0%ba\/"},"modified":"2023-07-23T05:04:40","modified_gmt":"2023-07-23T05:04:40","slug":"dplyr-%d0%be%d0%ba%d1%80%d0%b5%d0%bc%d0%b8%d0%b8-%d1%80%d0%b0%d1%85%d1%83%d0%bd%d0%be%d0%ba","status":"publish","type":"post","link":"https:\/\/statorials.org\/uk\/dplyr-%d0%be%d0%ba%d1%80%d0%b5%d0%bc%d0%b8%d0%b8-%d1%80%d0%b0%d1%85%d1%83%d0%bd%d0%be%d0%ba\/","title":{"rendered":"\u042f\u043a \u043f\u043e\u0440\u0430\u0445\u0443\u0432\u0430\u0442\u0438 \u0440\u0456\u0437\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e dplyr (\u0437 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0430\u043c\u0438)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0412\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0431\u0443\u0434\u044c-\u044f\u043a\u0438\u0439 \u0456\u0437 \u043d\u0430\u0432\u0435\u0434\u0435\u043d\u0438\u0445 \u043d\u0438\u0436\u0447\u0435 \u043c\u0435\u0442\u043e\u0434\u0456\u0432, \u0449\u043e\u0431 \u043f\u0456\u0434\u0440\u0430\u0445\u0443\u0432\u0430\u0442\u0438 \u043a\u0456\u043b\u044c\u043a\u0456\u0441\u0442\u044c \u0440\u0456\u0437\u043d\u0438\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u044c \u0443 \u043a\u0430\u0434\u0440\u0456 \u0434\u0430\u043d\u0438\u0445 R \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u0444\u0443\u043d\u043a\u0446\u0456\u0457 <strong>n_distinct()<\/strong> <a href=\"https:\/\/dplyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">dplyr<\/a> :<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u0421\u043f\u043e\u0441\u0456\u0431 1: \u043f\u0456\u0434\u0440\u0430\u0445\u0443\u0439\u0442\u0435 \u0440\u0456\u0437\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0432 \u0441\u0442\u043e\u0432\u043f\u0446\u0456<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>n_distinct(df$column_name)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\u0421\u043f\u043e\u0441\u0456\u0431 2: \u041f\u0456\u0434\u0440\u0430\u0445\u0443\u0439\u0442\u0435 \u0440\u0456\u0437\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0443 \u0432\u0441\u0456\u0445 \u0441\u0442\u043e\u0432\u043f\u0446\u044f\u0445<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>sapply(df, <span style=\"color: #008000;\">function<\/span> (x) n_distinct(x))<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\u0421\u043f\u043e\u0441\u0456\u0431 3: \u041f\u0456\u0434\u0440\u0430\u0445\u0443\u0439\u0442\u0435 \u043e\u043a\u0440\u0435\u043c\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0437\u0430 \u0433\u0440\u0443\u043f\u043e\u044e<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\">df %&gt;%<\/span><\/strong>\n<strong><span style=\"color: #000000;\"><span style=\"color: #3366ff;\">group_by<\/span> (grouping_column) %&gt;%<\/span><\/strong>\n<strong><span style=\"color: #000000;\"><span style=\"color: #3366ff;\">summarize<\/span> (count_distinct = n_distinct(values_column))<\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0423 \u043d\u0430\u0432\u0435\u0434\u0435\u043d\u0438\u0445 \u043d\u0438\u0436\u0447\u0435 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0430\u0445 \u043f\u043e\u043a\u0430\u0437\u0430\u043d\u043e, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u043a\u043e\u0436\u0435\u043d \u0456\u0437 \u0446\u0438\u0445 \u043c\u0435\u0442\u043e\u0434\u0456\u0432 \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u0446\u0456 \u0437 \u0442\u0430\u043a\u0438\u043c \u043a\u0430\u0434\u0440\u043e\u043c \u0434\u0430\u043d\u0438\u0445:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (team=c('A', 'A', 'A', 'A', 'B', 'B', 'B', 'B'),\n                 points=c(6, 6, 8, 10, 9, 9, 12, 12),\n                 assists=c(3, 6, 4, 2, 4, 5, 5, 9))\n\n<span style=\"color: #008080;\">#view data frame<\/span>\ndf\n\n  team points assists\n1 to 6 3\n2 to 6 6\n3 to 8 4\n4 to 10 2\n5 B 9 4\n6 B 9 5\n7 B 12 5\n8 B 12 9\n<\/span><\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u0421\u043f\u043e\u0441\u0456\u0431 1: \u043f\u0456\u0434\u0440\u0430\u0445\u0443\u0439\u0442\u0435 \u0440\u0456\u0437\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0432 \u0441\u0442\u043e\u0432\u043f\u0446\u0456<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u043a\u043e\u0434 \u043f\u043e\u043a\u0430\u0437\u0443\u0454, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 <strong>n_distinct()<\/strong> \u0434\u043b\u044f \u043f\u0456\u0434\u0440\u0430\u0445\u0443\u043d\u043a\u0443 \u043a\u0456\u043b\u044c\u043a\u043e\u0441\u0442\u0456 \u0440\u0456\u0437\u043d\u0438\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u044c \u0443 \u0441\u0442\u043e\u0432\u043f\u0446\u0456 team:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#count distinct values in 'team' column\n<span style=\"color: #000000;\">n_distinct(df$team)\n\n[1] 2\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0423 \u0441\u0442\u043e\u0432\u043f\u0446\u0456 \u00ab\u043a\u043e\u043c\u0430\u043d\u0434\u0430\u00bb \u0454 <strong>2<\/strong> \u0440\u0456\u0437\u043d\u0438\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u0421\u043f\u043e\u0441\u0456\u0431 2: \u041f\u0456\u0434\u0440\u0430\u0445\u0443\u0439\u0442\u0435 \u0440\u0456\u0437\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0443 \u0432\u0441\u0456\u0445 \u0441\u0442\u043e\u0432\u043f\u0446\u044f\u0445<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u043a\u043e\u0434 \u043f\u043e\u043a\u0430\u0437\u0443\u0454, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u0457 <strong>sapply()<\/strong> \u0456 <strong>n_distinct()<\/strong> \u0434\u043b\u044f \u043f\u0456\u0434\u0440\u0430\u0445\u0443\u043d\u043a\u0443 \u043a\u0456\u043b\u044c\u043a\u043e\u0441\u0442\u0456 \u0440\u0456\u0437\u043d\u0438\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u044c \u0443 \u043a\u043e\u0436\u043d\u043e\u043c\u0443 \u0441\u0442\u043e\u0432\u043f\u0446\u0456 \u043a\u0430\u0434\u0440\u0443 \u0434\u0430\u043d\u0438\u0445:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#count distinct values in every column<\/span>\nsapply(df, <span style=\"color: #008000;\">function<\/span> (x) n_distinct(x))<\/span>\n<span style=\"color: #000000;\">\n   team points assists \n      2 5 6<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0417 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0443 \u043c\u0438 \u0431\u0430\u0447\u0438\u043c\u043e:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u0423 \u0441\u0442\u043e\u0432\u043f\u0446\u0456 \u00ab\u043a\u043e\u043c\u0430\u043d\u0434\u0430\u00bb \u0454 <strong>2<\/strong> \u0440\u0456\u0437\u043d\u0438\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0423 \u0441\u0442\u043e\u0432\u043f\u0446\u0456 \u00ab\u0431\u0430\u043b\u0438\u00bb \u0454 <strong>5<\/strong> \u0440\u0456\u0437\u043d\u0438\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u044c<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0423 \u0441\u0442\u043e\u0432\u043f\u0446\u0456 \u00ab\u0434\u043e\u043f\u043e\u043c\u043e\u0433\u0430\u00bb \u0454 <strong>6<\/strong> \u0440\u0456\u0437\u043d\u0438\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u044c<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>\u0421\u043f\u043e\u0441\u0456\u0431 3: \u041f\u0456\u0434\u0440\u0430\u0445\u0443\u0439\u0442\u0435 \u043e\u043a\u0440\u0435\u043c\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0437\u0430 \u0433\u0440\u0443\u043f\u043e\u044e<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u043a\u043e\u0434 \u043f\u043e\u043a\u0430\u0437\u0443\u0454, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u044e <strong>n_distinct()<\/strong> \u0434\u043b\u044f \u043f\u0456\u0434\u0440\u0430\u0445\u0443\u043d\u043a\u0443 \u043a\u0456\u043b\u044c\u043a\u043e\u0441\u0442\u0456 \u0440\u0456\u0437\u043d\u0438\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u044c \u043d\u0430 \u0433\u0440\u0443\u043f\u0443:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#count distinct 'points' values by 'team'\n<\/span>df %&gt;%\n  <span style=\"color: #3366ff;\">group_by<\/span> (team) %&gt;%\n  <span style=\"color: #3366ff;\">summarize<\/span> (distinct_points = n_distinct(points))\n\n# A tibble: 2 x 2\n  team distinct_points \n1 to 3\n2 B 2\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0417 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0443 \u043c\u0438 \u0431\u0430\u0447\u0438\u043c\u043e:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u0404 <strong>3<\/strong> \u0440\u0456\u0437\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0431\u0430\u043b\u0456\u0432 \u0434\u043b\u044f \u043a\u043e\u043c\u0430\u043d\u0434\u0438 A.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0404 <strong>2<\/strong> \u043e\u043a\u0440\u0435\u043c\u0456 \u043e\u0446\u0456\u043d\u043a\u0438 \u0434\u043b\u044f \u043a\u043e\u043c\u0430\u043d\u0434\u0438 B.<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>\u0414\u043e\u0434\u0430\u0442\u043a\u043e\u0432\u0456 \u0440\u0435\u0441\u0443\u0440\u0441\u0438<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0423 \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0445 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0430\u0445 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u0432\u0438\u043a\u043e\u043d\u0443\u0432\u0430\u0442\u0438 \u0456\u043d\u0448\u0456 \u0442\u0438\u043f\u043e\u0432\u0456 \u043e\u043f\u0435\u0440\u0430\u0446\u0456\u0457 \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e dplyr:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/uk\/\u043f\u0435\u0440\u0435\u043a\u043e\u0434\u0443\u0432\u0430\u0442\u0438-dplyr\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u043f\u0435\u0440\u0435\u043a\u043e\u0434\u0443\u0432\u0430\u0442\u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e dplyr<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/dplyr-\u0437\u0430\u043c\u0456\u043d\u0438\u0442\u0438-na-\u043d\u0430-\u043d\u0443\u043b\u044c\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0437\u0430\u043c\u0456\u043d\u0438\u0442\u0438 NA \u043d\u0430 Zero \u0432 dplyr<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/dplyr-\u043a\u043b\u0430\u0441\u0438\u0444\u0456\u043a\u0430\u0446\u0456\u044f-\u0437\u0430-\u0433\u0440\u0443\u043f\u0430\u043c\u0438\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0441\u043e\u0440\u0442\u0443\u0432\u0430\u0442\u0438 \u0437\u043c\u0456\u043d\u043d\u0456 \u0437\u0430 \u0433\u0440\u0443\u043f\u043e\u044e \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e dplyr<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/\u0432\u0438\u0431\u0435\u0440\u0456\u0442\u044c-\u043f\u0435\u0440\u0448\u0438\u0438-\u0440\u044f\u0434\u043e\u043a-\u0433\u0440\u0443\u043f\u0438-dplyr\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0432\u0438\u0431\u0440\u0430\u0442\u0438 \u043f\u0435\u0440\u0448\u0438\u0439 \u0440\u044f\u0434\u043e\u043a \u0433\u0440\u0443\u043f\u043e\u044e \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e dplyr<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0412\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0431\u0443\u0434\u044c-\u044f\u043a\u0438\u0439 \u0456\u0437 \u043d\u0430\u0432\u0435\u0434\u0435\u043d\u0438\u0445 \u043d\u0438\u0436\u0447\u0435 \u043c\u0435\u0442\u043e\u0434\u0456\u0432, \u0449\u043e\u0431 \u043f\u0456\u0434\u0440\u0430\u0445\u0443\u0432\u0430\u0442\u0438 \u043a\u0456\u043b\u044c\u043a\u0456\u0441\u0442\u044c \u0440\u0456\u0437\u043d\u0438\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u044c \u0443 \u043a\u0430\u0434\u0440\u0456 \u0434\u0430\u043d\u0438\u0445 R \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u0444\u0443\u043d\u043a\u0446\u0456\u0457 n_distinct() dplyr : \u0421\u043f\u043e\u0441\u0456\u0431 1: \u043f\u0456\u0434\u0440\u0430\u0445\u0443\u0439\u0442\u0435 \u0440\u0456\u0437\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0432 \u0441\u0442\u043e\u0432\u043f\u0446\u0456 n_distinct(df$column_name) \u0421\u043f\u043e\u0441\u0456\u0431 2: \u041f\u0456\u0434\u0440\u0430\u0445\u0443\u0439\u0442\u0435 \u0440\u0456\u0437\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0443 \u0432\u0441\u0456\u0445 \u0441\u0442\u043e\u0432\u043f\u0446\u044f\u0445 sapply(df, function (x) n_distinct(x)) \u0421\u043f\u043e\u0441\u0456\u0431 3: \u041f\u0456\u0434\u0440\u0430\u0445\u0443\u0439\u0442\u0435 \u043e\u043a\u0440\u0435\u043c\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0437\u0430 \u0433\u0440\u0443\u043f\u043e\u044e df %&gt;% group_by (grouping_column) %&gt;% [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u042f\u043a \u043f\u0456\u0434\u0440\u0430\u0445\u0443\u0432\u0430\u0442\u0438 \u0440\u0456\u0437\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e dplyr (\u0437 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0430\u043c\u0438) - Statorials<\/title>\n<meta name=\"description\" content=\"\u0426\u0435\u0439 \u043f\u0456\u0434\u0440\u0443\u0447\u043d\u0438\u043a \u043f\u043e\u044f\u0441\u043d\u044e\u0454, \u044f\u043a \u043f\u0456\u0434\u0440\u0430\u0445\u0443\u0432\u0430\u0442\u0438 \u0440\u0456\u0437\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e dplyr \u0443 R, \u0437 \u043a\u0456\u043b\u044c\u043a\u043e\u043c\u0430 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0430\u043c\u0438.\" \/>\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\/uk\/dplyr-\u043e\u043a\u0440\u0435\u043c\u0438\u0438-\u0440\u0430\u0445\u0443\u043d\u043e\u043a\/\" \/>\n<meta property=\"og:locale\" content=\"uk_UA\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u042f\u043a \u043f\u0456\u0434\u0440\u0430\u0445\u0443\u0432\u0430\u0442\u0438 \u0440\u0456\u0437\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e dplyr (\u0437 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0430\u043c\u0438) - Statorials\" \/>\n<meta property=\"og:description\" content=\"\u0426\u0435\u0439 \u043f\u0456\u0434\u0440\u0443\u0447\u043d\u0438\u043a \u043f\u043e\u044f\u0441\u043d\u044e\u0454, \u044f\u043a \u043f\u0456\u0434\u0440\u0430\u0445\u0443\u0432\u0430\u0442\u0438 \u0440\u0456\u0437\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e dplyr \u0443 R, \u0437 \u043a\u0456\u043b\u044c\u043a\u043e\u043c\u0430 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0430\u043c\u0438.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/uk\/dplyr-\u043e\u043a\u0440\u0435\u043c\u0438\u0438-\u0440\u0430\u0445\u0443\u043d\u043e\u043a\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-23T05:04:40+00:00\" \/>\n<meta name=\"author\" content=\"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" 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-->","yoast_head_json":{"title":"\u042f\u043a \u043f\u0456\u0434\u0440\u0430\u0445\u0443\u0432\u0430\u0442\u0438 \u0440\u0456\u0437\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e dplyr (\u0437 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0430\u043c\u0438) - Statorials","description":"\u0426\u0435\u0439 \u043f\u0456\u0434\u0440\u0443\u0447\u043d\u0438\u043a \u043f\u043e\u044f\u0441\u043d\u044e\u0454, \u044f\u043a \u043f\u0456\u0434\u0440\u0430\u0445\u0443\u0432\u0430\u0442\u0438 \u0440\u0456\u0437\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e dplyr \u0443 R, \u0437 \u043a\u0456\u043b\u044c\u043a\u043e\u043c\u0430 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