{"id":3820,"date":"2023-07-15T08:34:36","date_gmt":"2023-07-15T08:34:36","guid":{"rendered":"https:\/\/statorials.org\/ru\/dplyr-%d1%81%d1%83%d0%bc%d0%bc%d0%b8%d1%80%d0%be%d0%b2%d0%b0%d1%82%d1%8c-%d1%81%d0%be%d1%85%d1%80%d0%b0%d0%bd%d1%8f%d1%82%d1%8c-%d1%81%d1%82%d0%be%d0%bb%d0%b1%d1%86%d1%8b\/"},"modified":"2023-07-15T08:34:36","modified_gmt":"2023-07-15T08:34:36","slug":"dplyr-%d1%81%d1%83%d0%bc%d0%bc%d0%b8%d1%80%d0%be%d0%b2%d0%b0%d1%82%d1%8c-%d1%81%d0%be%d1%85%d1%80%d0%b0%d0%bd%d1%8f%d1%82%d1%8c-%d1%81%d1%82%d0%be%d0%bb%d0%b1%d1%86%d1%8b","status":"publish","type":"post","link":"https:\/\/statorials.org\/ru\/dplyr-%d1%81%d1%83%d0%bc%d0%bc%d0%b8%d1%80%d0%be%d0%b2%d0%b0%d1%82%d1%8c-%d1%81%d0%be%d1%85%d1%80%d0%b0%d0%bd%d1%8f%d1%82%d1%8c-%d1%81%d1%82%d0%be%d0%bb%d0%b1%d1%86%d1%8b\/","title":{"rendered":"Dplyr: \u043a\u0430\u043a \u0441\u0443\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0434\u0430\u043d\u043d\u044b\u0435, \u043d\u043e \u0441\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u044c \u0432\u0441\u0435 \u0441\u0442\u043e\u043b\u0431\u0446\u044b"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u041f\u0440\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0438 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 <strong>summarise()<\/strong> \u0432 <a href=\"https:\/\/dplyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">dplyr<\/a> \u043b\u044e\u0431\u044b\u0435 \u043f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0435, \u043d\u0435 \u0432\u043a\u043b\u044e\u0447\u0435\u043d\u043d\u044b\u0435 \u0432 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 <strong>summarise()<\/strong> \u0438\u043b\u0438 <strong>group_by()<\/strong> , \u0431\u0443\u0434\u0443\u0442 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0443\u0434\u0430\u043b\u0435\u043d\u044b.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u041e\u0434\u043d\u0430\u043a\u043e \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0444\u0443\u043d\u043a\u0446\u0438\u044e <strong>mutate()<\/strong> \u0434\u043b\u044f \u0441\u0443\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445, \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u044f \u043f\u0440\u0438 \u044d\u0442\u043e\u043c \u0432\u0441\u0435 \u0441\u0442\u043e\u043b\u0431\u0446\u044b \u0432\u043e \u0444\u0440\u0435\u0439\u043c\u0435 \u0434\u0430\u043d\u043d\u044b\u0445.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0412 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u043c \u043f\u0440\u0438\u043c\u0435\u0440\u0435 \u043f\u043e\u043a\u0430\u0437\u0430\u043d\u043e, \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.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043c\u0435\u0440: \u0441\u0443\u043c\u043c\u0438\u0440\u0443\u0439\u0442\u0435 \u0434\u0430\u043d\u043d\u044b\u0435, \u043d\u043e \u0441\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u0435 \u0432\u0441\u0435 \u0441\u0442\u043e\u043b\u0431\u0446\u044b, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f dplyr.<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u041f\u0440\u0435\u0434\u043f\u043e\u043b\u043e\u0436\u0438\u043c, \u0443 \u043d\u0430\u0441 \u0435\u0441\u0442\u044c \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u043a\u0430\u0434\u0440 \u0434\u0430\u043d\u043d\u044b\u0445, \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u0449\u0438\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e \u043e \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u0431\u0430\u0441\u043a\u0435\u0442\u0431\u043e\u043b\u0438\u0441\u0442\u0430\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> (team=rep(c(' <span style=\"color: #ff0000;\">A<\/span> ', ' <span style=\"color: #ff0000;\">B<\/span> ', ' <span style=\"color: #ff0000;\">C<\/span> '), each= <span style=\"color: #008000;\">3<\/span> ),\n                 points=c(4, 9, 8, 12, 15, 14, 29, 30, 22),\n                 assists=c(3, 3, 2, 5, 8, 10, 4, 5, 12))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  team points assists\n1 to 4 3\n2 to 9 3\n3 to 8 2\n4 B 12 5\n5 B 15 8\n6 B 14 10\n7 C 29 4\n8 C 30 5\n9 C 22 12<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">\u041c\u044b \u043c\u043e\u0436\u0435\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441 \u0434\u043b\u044f \u0441\u0443\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0441\u0440\u0435\u0434\u043d\u0435\u0433\u043e \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0430 <strong>\u043e\u0447\u043a\u043e\u0432<\/strong> , \u043d\u0430\u0431\u0440\u0430\u043d\u043d\u044b\u0445 \u043a\u0430\u0436\u0434\u043e\u0439 <strong>\u043a\u043e\u043c\u0430\u043d\u0434\u043e\u0439<\/strong> :<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (dplyr)<\/span>\n\n<\/span><span style=\"color: #008080;\">#summarize mean points values by team\n<\/span>df %&gt;%\n  group_by(team) %&gt;%\n  summarize(mean_pts = mean(points))\n\n# A tibble: 3 x 2\n  team mean_pts\n      \n1 to 7  \n2 B 13.7\n3 C 27\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0412 \u0441\u0442\u043e\u043b\u0431\u0446\u0435 <strong>Mean_pts<\/strong> \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0435\u0442\u0441\u044f \u0441\u0440\u0435\u0434\u043d\u0435\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u043e\u0447\u043a\u043e\u0432, \u043d\u0430\u0431\u0440\u0430\u043d\u043d\u044b\u0445 \u043a\u0430\u0436\u0434\u043e\u0439 \u043a\u043e\u043c\u0430\u043d\u0434\u043e\u0439.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u041f\u043e \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0443 \u043c\u044b \u0432\u0438\u0434\u0438\u043c:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u0421\u0440\u0435\u0434\u043d\u0435\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u043e\u0447\u043a\u043e\u0432, \u043d\u0430\u0431\u0440\u0430\u043d\u043d\u044b\u0445 \u0438\u0433\u0440\u043e\u043a\u0430\u043c\u0438 \u043a\u043e\u043c\u0430\u043d\u0434\u044b \u0410, \u0440\u0430\u0432\u043d\u043e <strong>7<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0421\u0440\u0435\u0434\u043d\u0435\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u043e\u0447\u043a\u043e\u0432, \u043d\u0430\u0431\u0440\u0430\u043d\u043d\u044b\u0445 \u0438\u0433\u0440\u043e\u043a\u0430\u043c\u0438 \u043a\u043e\u043c\u0430\u043d\u0434\u044b \u0411, \u0441\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 <strong>13,7<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0421\u0440\u0435\u0434\u043d\u0435\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u043e\u0447\u043a\u043e\u0432, \u043d\u0430\u0431\u0440\u0430\u043d\u043d\u044b\u0445 \u0438\u0433\u0440\u043e\u043a\u0430\u043c\u0438 \u043a\u043e\u043c\u0430\u043d\u0434\u044b \u0421, \u0441\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 <strong>27<\/strong> .<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u041e\u0434\u043d\u0430\u043a\u043e \u043f\u0440\u0435\u0434\u043f\u043e\u043b\u043e\u0436\u0438\u043c, \u0447\u0442\u043e \u043c\u044b \u0445\u043e\u0442\u0438\u043c \u0441\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u044c \u0432\u0441\u0435 \u043e\u0441\u0442\u0430\u043b\u044c\u043d\u044b\u0435 \u0441\u0442\u043e\u043b\u0431\u0446\u044b \u0438\u0437 \u0438\u0441\u0445\u043e\u0434\u043d\u043e\u0433\u043e \u0444\u0440\u0435\u0439\u043c\u0430 \u0434\u0430\u043d\u043d\u044b\u0445.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0414\u043b\u044f \u044d\u0442\u043e\u0433\u043e \u043c\u044b \u043c\u043e\u0436\u0435\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441 \u0441 \u0444\u0443\u043d\u043a\u0446\u0438\u0435\u0439 <strong>mutate()<\/strong> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (dplyr)<\/span>\n\n<\/span><span style=\"color: #008080;\">#summarize mean points values by team and keep all columns\n<\/span>df %&gt;%\n  group_by(team) %&gt;%\n  mutate(mean_pts = mean(points)) %&gt;%\n  A group()\n\n# A tibble: 9 x 4\n  team points assists mean_pts\n           \n1 to 4 3 7  \n2 to 9 3 7  \n3 to 8 2 7  \n4 B 12 5 13.7\n5 B 15 8 13.7\n6 B 14 10 13.7\n7 C 29 4 27  \n8 C 30 5 27  \n9 C 22 12 27\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u0444\u0443\u043d\u043a\u0446\u0438\u044e <strong>mutate()<\/strong> , \u043c\u044b \u043c\u043e\u0436\u0435\u043c \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043d\u043e\u0432\u044b\u0439 \u0441\u0442\u043e\u043b\u0431\u0435\u0446 \u043f\u043e\u0434 \u043d\u0430\u0437\u0432\u0430\u043d\u0438\u0435\u043c <strong>Mean_pts<\/strong> , \u0432 \u043a\u043e\u0442\u043e\u0440\u043e\u043c \u0441\u0443\u043c\u043c\u0438\u0440\u0443\u044e\u0442\u0441\u044f \u0441\u0440\u0435\u0434\u043d\u0438\u0435 \u0431\u0430\u043b\u043b\u044b, \u043d\u0430\u0431\u0440\u0430\u043d\u043d\u044b\u0435 \u043a\u0430\u0436\u0434\u043e\u0439 \u043a\u043e\u043c\u0430\u043d\u0434\u043e\u0439, \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u044f \u043f\u0440\u0438 \u044d\u0442\u043e\u043c \u0432\u0441\u0435 \u043e\u0441\u0442\u0430\u043b\u044c\u043d\u044b\u0435 \u0441\u0442\u043e\u043b\u0431\u0446\u044b \u0438\u0437 \u0438\u0441\u0445\u043e\u0434\u043d\u043e\u0433\u043e \u0444\u0440\u0435\u0439\u043c\u0430 \u0434\u0430\u043d\u043d\u044b\u0445.<\/span><\/p>\n<h2> <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><\/h2>\n<p> <span style=\"color: #000000;\">\u0412 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0445 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u0430\u0445 \u043e\u0431\u044a\u044f\u0441\u043d\u044f\u0435\u0442\u0441\u044f, \u043a\u0430\u043a \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0442\u044c \u0434\u0440\u0443\u0433\u0438\u0435 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u044b\u0435 \u0437\u0430\u0434\u0430\u0447\u0438 \u0432 dplyr:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ru\/dplyr-\u043e\u0442\u043a\u043b\u044e\u0447\u0438\u0442\u044c-\u0437\u0432\u0443\u043a,-\u0435\u0441\u043b\u0438-\u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442\/\" target=\"_blank\" rel=\"noopener\">dplyr: \u043a\u0430\u043a \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u043f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u0443\u044e, \u0435\u0441\u043b\u0438 \u0441\u0442\u043e\u043b\u0431\u0435\u0446 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 \u0441\u0442\u0440\u043e\u043a\u0443<\/a><br \/> <a href=\"https:\/\/statorials.org\/ru\/\u0444\u0430\u043a\u0442\u043e\u0440-\u043c\u0443\u0442\u0430\u0446\u0438\u0438-dplyr\/\" target=\"_blank\" rel=\"noopener\">dplyr: \u041a\u0430\u043a \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u0443\u0440\u043e\u0432\u043d\u0438 \u0444\u0430\u043a\u0442\u043e\u0440\u043e\u0432 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e mutate()<\/a><br \/> <a href=\"https:\/\/statorials.org\/ru\/\u0441\u0443\u043c\u043c\u0430-dplyr-\u043f\u043e-\u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u043c-\u0441\u0442\u043e\u043b\u0431\u0446\u0430\u043c\/\" target=\"_blank\" rel=\"noopener\">dplyr: \u041a\u0430\u043a \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0441\u0442\u043e\u043b\u0431\u0446\u043e\u0432<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u041f\u0440\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0438 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 summarise() \u0432 dplyr \u043b\u044e\u0431\u044b\u0435 \u043f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0435, \u043d\u0435 \u0432\u043a\u043b\u044e\u0447\u0435\u043d\u043d\u044b\u0435 \u0432 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 summarise() \u0438\u043b\u0438 group_by() , \u0431\u0443\u0434\u0443\u0442 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0443\u0434\u0430\u043b\u0435\u043d\u044b. \u041e\u0434\u043d\u0430\u043a\u043e \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0444\u0443\u043d\u043a\u0446\u0438\u044e mutate() \u0434\u043b\u044f \u0441\u0443\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445, \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u044f \u043f\u0440\u0438 \u044d\u0442\u043e\u043c \u0432\u0441\u0435 \u0441\u0442\u043e\u043b\u0431\u0446\u044b \u0432\u043e \u0444\u0440\u0435\u0439\u043c\u0435 \u0434\u0430\u043d\u043d\u044b\u0445. \u0412 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u043c \u043f\u0440\u0438\u043c\u0435\u0440\u0435 \u043f\u043e\u043a\u0430\u0437\u0430\u043d\u043e, \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. \u041f\u0440\u0438\u043c\u0435\u0440: \u0441\u0443\u043c\u043c\u0438\u0440\u0443\u0439\u0442\u0435 \u0434\u0430\u043d\u043d\u044b\u0435, \u043d\u043e \u0441\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u0435 \u0432\u0441\u0435 \u0441\u0442\u043e\u043b\u0431\u0446\u044b, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f dplyr. [&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-3820","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>dplyr: \u041a\u0430\u043a \u0441\u0443\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0434\u0430\u043d\u043d\u044b\u0435, \u043d\u043e \u0441\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u044c \u0432\u0441\u0435 \u0441\u0442\u043e\u043b\u0431\u0446\u044b - Statory<\/title>\n<meta name=\"description\" content=\"\u0412 \u044d\u0442\u043e\u043c \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u0435 \u043e\u0431\u044a\u044f\u0441\u043d\u044f\u0435\u0442\u0441\u044f, \u043a\u0430\u043a \u0441\u0443\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0434\u0430\u043d\u043d\u044b\u0435 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e dplyr, \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u044f \u043f\u0440\u0438 \u044d\u0442\u043e\u043c \u0432\u0441\u0435 \u043e\u0441\u0442\u0430\u043b\u044c\u043d\u044b\u0435 \u0441\u0442\u043e\u043b\u0431\u0446\u044b, \u0432\u043a\u043b\u044e\u0447\u0430\u044f \u043f\u0440\u0438\u043c\u0435\u0440.\" \/>\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\/ru\/dplyr-\u0441\u0443\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u0442\u044c-\u0441\u043e\u0445\u0440\u0430\u043d\u044f\u0442\u044c-\u0441\u0442\u043e\u043b\u0431\u0446\u044b\/\" \/>\n<meta property=\"og:locale\" content=\"ru_RU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"dplyr: \u041a\u0430\u043a \u0441\u0443\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0434\u0430\u043d\u043d\u044b\u0435, \u043d\u043e \u0441\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u044c \u0432\u0441\u0435 \u0441\u0442\u043e\u043b\u0431\u0446\u044b - Statory\" \/>\n<meta property=\"og:description\" content=\"\u0412 \u044d\u0442\u043e\u043c \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u0435 \u043e\u0431\u044a\u044f\u0441\u043d\u044f\u0435\u0442\u0441\u044f, \u043a\u0430\u043a \u0441\u0443\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0434\u0430\u043d\u043d\u044b\u0435 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e dplyr, \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u044f \u043f\u0440\u0438 \u044d\u0442\u043e\u043c \u0432\u0441\u0435 \u043e\u0441\u0442\u0430\u043b\u044c\u043d\u044b\u0435 \u0441\u0442\u043e\u043b\u0431\u0446\u044b, \u0432\u043a\u043b\u044e\u0447\u0430\u044f \u043f\u0440\u0438\u043c\u0435\u0440.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/ru\/dplyr-\u0441\u0443\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u0442\u044c-\u0441\u043e\u0445\u0440\u0430\u043d\u044f\u0442\u044c-\u0441\u0442\u043e\u043b\u0431\u0446\u044b\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-15T08:34:36+00:00\" \/>\n<meta name=\"author\" content=\"\u0431\u0435\u043d\u0434\u0436\u0430\u043c\u0438\u043d \u0430\u043d\u0434\u0435\u0440\u0441\u043e\u043d\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u041d\u0430\u043f\u0438\u0441\u0430\u043d\u043e \u0430\u0432\u0442\u043e\u0440\u043e\u043c\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u0431\u0435\u043d\u0434\u0436\u0430\u043c\u0438\u043d \u0430\u043d\u0434\u0435\u0440\u0441\u043e\u043d\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u041f\u0440\u0438\u043c\u0435\u0440\u043d\u043e\u0435 \u0432\u0440\u0435\u043c\u044f \u0434\u043b\u044f \u0447\u0442\u0435\u043d\u0438\u044f\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u043c\u0438\u043d\u0443\u0442\u0430\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/ru\/dplyr-%d1%81%d1%83%d0%bc%d0%bc%d0%b8%d1%80%d0%be%d0%b2%d0%b0%d1%82%d1%8c-%d1%81%d0%be%d1%85%d1%80%d0%b0%d0%bd%d1%8f%d1%82%d1%8c-%d1%81%d1%82%d0%be%d0%bb%d0%b1%d1%86%d1%8b\/\",\"url\":\"https:\/\/statorials.org\/ru\/dplyr-%d1%81%d1%83%d0%bc%d0%bc%d0%b8%d1%80%d0%be%d0%b2%d0%b0%d1%82%d1%8c-%d1%81%d0%be%d1%85%d1%80%d0%b0%d0%bd%d1%8f%d1%82%d1%8c-%d1%81%d1%82%d0%be%d0%bb%d0%b1%d1%86%d1%8b\/\",\"name\":\"dplyr: \u041a\u0430\u043a \u0441\u0443\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0434\u0430\u043d\u043d\u044b\u0435, \u043d\u043e \u0441\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u044c \u0432\u0441\u0435 \u0441\u0442\u043e\u043b\u0431\u0446\u044b - 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\u043a\u0430\u043a \u0441\u0443\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0434\u0430\u043d\u043d\u044b\u0435, \u043d\u043e \u0441\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u044c \u0432\u0441\u0435 \u0441\u0442\u043e\u043b\u0431\u0446\u044b\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/ru\/#website\",\"url\":\"https:\/\/statorials.org\/ru\/\",\"name\":\"Statorials\",\"description\":\"\u0412\u0430\u0448 \u043f\u0443\u0442\u0435\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c \u043f\u043e \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0433\u0440\u0430\u043c\u043e\u0442\u043d\u043e\u0441\u0442\u0438!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/ru\/?s={search_term_string}\"},\"query-input\":\"required 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