{"id":3099,"date":"2023-07-19T05:18:21","date_gmt":"2023-07-19T05:18:21","guid":{"rendered":"https:\/\/statorials.org\/ru\/r-%d0%b2%d1%8b%d0%b1%d1%80%d0%b0%d1%82%d1%8c-%d1%81%d1%82%d1%80%d0%be%d0%ba%d0%b8-%d0%b2%d0%be-%d1%84%d1%80%d0%b5%d0%b8%d0%bc%d0%b5-%d0%b4%d0%b0%d0%bd%d0%bd%d1%8b%d1%85-%d0%bd%d0%b0-%d0%be%d1%81%d0%bd\/"},"modified":"2023-07-19T05:18:21","modified_gmt":"2023-07-19T05:18:21","slug":"r-%d0%b2%d1%8b%d0%b1%d1%80%d0%b0%d1%82%d1%8c-%d1%81%d1%82%d1%80%d0%be%d0%ba%d0%b8-%d0%b2%d0%be-%d1%84%d1%80%d0%b5%d0%b8%d0%bc%d0%b5-%d0%b4%d0%b0%d0%bd%d0%bd%d1%8b%d1%85-%d0%bd%d0%b0-%d0%be%d1%81%d0%bd","status":"publish","type":"post","link":"https:\/\/statorials.org\/ru\/r-%d0%b2%d1%8b%d0%b1%d1%80%d0%b0%d1%82%d1%8c-%d1%81%d1%82%d1%80%d0%be%d0%ba%d0%b8-%d0%b2%d0%be-%d1%84%d1%80%d0%b5%d0%b8%d0%bc%d0%b5-%d0%b4%d0%b0%d0%bd%d0%bd%d1%8b%d1%85-%d0%bd%d0%b0-%d0%be%d1%81%d0%bd\/","title":{"rendered":"A: \u043a\u0430\u043a \u0432\u044b\u0431\u0440\u0430\u0442\u044c \u0441\u0442\u0440\u043e\u043a\u0438 \u0432\u043e \u0444\u0440\u0435\u0439\u043c\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0432\u0435\u043a\u0442\u043e\u0440\u043d\u044b\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0412\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043b\u044e\u0431\u043e\u0439 \u0438\u0437 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0445 \u043c\u0435\u0442\u043e\u0434\u043e\u0432 \u0434\u043b\u044f \u0432\u044b\u0431\u043e\u0440\u0430 \u0441\u0442\u0440\u043e\u043a \u0438\u0437 \u0444\u0440\u0435\u0439\u043c\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 R \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439 \u0432\u0435\u043a\u0442\u043e\u0440\u0430:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u041c\u0435\u0442\u043e\u0434 1: \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 \u0431\u0430\u0437\u0443 R<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>new_df &lt;- df[df$column_name <span style=\"color: #3366ff;\">%in%<\/span> values_vector, ]\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\u0421\u043f\u043e\u0441\u043e\u0431&nbsp;2. \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 \u043f\u0430\u043a\u0435\u0442 dplyr.<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (dplyr)\n\nnew_df &lt;- df %&gt;% filter(column_name <span style=\"color: #3366ff;\">%in%<\/span> values_vector)\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\u0412 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0445 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u0445 \u043f\u043e\u043a\u0430\u0437\u0430\u043d\u043e, \u043a\u0430\u043a \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043a\u0430\u0436\u0434\u044b\u0439 \u043c\u0435\u0442\u043e\u0434 \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 \u0432 R:<\/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> (division=c('West', 'West', 'East', 'East', 'North'),\n                 points=c(120, 100, 104, 98, 105),\n                 assists=c(30, 35, 64, 28, 23))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  assists points division\n1 West 120 30\n2 West 100 35\n3 East 104 64\n4 East 98 28\n5 North 105 23\n<\/strong><\/span><\/pre>\n<h3> <strong><span style=\"color: #000000;\">\u041f\u0440\u0438\u043c\u0435\u0440 1. \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 Base R \u0434\u043b\u044f \u0432\u044b\u0431\u043e\u0440\u0430 \u0441\u0442\u0440\u043e\u043a \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439 \u0432\u0435\u043a\u0442\u043e\u0440\u0430<\/span><\/strong><\/h3>\n<p> <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 \u043a\u043e\u0434, \u0447\u0442\u043e\u0431\u044b \u0432\u044b\u0431\u0440\u0430\u0442\u044c \u0442\u043e\u043b\u044c\u043a\u043e \u0442\u0435 \u0441\u0442\u0440\u043e\u043a\u0438 \u0438\u0437 \u0438\u0441\u0445\u043e\u0434\u043d\u043e\u0433\u043e \u0444\u0440\u0435\u0439\u043c\u0430 \u0434\u0430\u043d\u043d\u044b\u0445, \u0433\u0434\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u0432 \u0441\u0442\u043e\u043b\u0431\u0446\u0435 <strong>\u0434\u0435\u043b\u0435\u043d\u0438\u044f<\/strong> \u0440\u0430\u0432\u043d\u043e \u00ab\u0417\u0430\u043f\u0430\u0434\u00bb \u0438\u043b\u0438 \u00ab\u0421\u0435\u0432\u0435\u0440\u00bb.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#define values of interest\n<span style=\"color: #000000;\">my_values &lt;- c(' <span style=\"color: #ff0000;\">West<\/span> ', ' <span style=\"color: #ff0000;\">North<\/span> ')\n\n<span style=\"color: #008080;\">#select rows that contain 'West' or 'North' in division column\n<\/span>new_df &lt;- df[df$division %in% my_values, ]\n\n<span style=\"color: #008080;\">#view results\n<\/span>new_df\n\n  assists points division\n1 West 120 30\n2 West 100 35\n5 North 105 23\n<\/span><\/span><\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\u041d\u043e\u0432\u044b\u0439 \u0444\u0440\u0435\u0439\u043c \u0434\u0430\u043d\u043d\u044b\u0445 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 \u0442\u043e\u043b\u044c\u043a\u043e \u0441\u0442\u0440\u043e\u043a\u0438, \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u0432 \u0441\u0442\u043e\u043b\u0431\u0446\u0435 <strong>\u0434\u0435\u043b\u0435\u043d\u0438\u044f<\/strong> \u0440\u0430\u0432\u043d\u043e \u00ab\u0417\u0430\u043f\u0430\u0434\u00bb \u0438\u043b\u0438 \u00ab\u0421\u0435\u0432\u0435\u0440\u00bb.<\/span><\/p>\n<h3> <strong><span style=\"color: #000000;\">\u041f\u0440\u0438\u043c\u0435\u0440 2. \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 dplyr \u0434\u043b\u044f \u0432\u044b\u0431\u043e\u0440\u0430 \u0441\u0442\u0440\u043e\u043a \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0432\u0435\u043a\u0442\u043e\u0440\u043d\u044b\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439.<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\">\u041c\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>filter()<\/strong> \u0438\u0437 \u043f\u0430\u043a\u0435\u0442\u0430 <a href=\"https:\/\/dplyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">dplyr<\/a> \u0432 R, \u0447\u0442\u043e\u0431\u044b \u0432\u044b\u0431\u0440\u0430\u0442\u044c \u0442\u043e\u043b\u044c\u043a\u043e \u0442\u0435 \u0441\u0442\u0440\u043e\u043a\u0438 \u0438\u0437 \u0438\u0441\u0445\u043e\u0434\u043d\u043e\u0433\u043e \u0444\u0440\u0435\u0439\u043c\u0430 \u0434\u0430\u043d\u043d\u044b\u0445, \u0433\u0434\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u0432 \u0441\u0442\u043e\u043b\u0431\u0446\u0435 <strong>\u0434\u0435\u043b\u0435\u043d\u0438\u044f<\/strong> \u0440\u0430\u0432\u043d\u043e \u00ab\u0417\u0430\u043f\u0430\u0434\u00bb \u0438\u043b\u0438 \u00ab\u0421\u0435\u0432\u0435\u0440\u00bb.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (dplyr)<\/span>\n\n#define values of interest\n<span style=\"color: #000000;\">my_values &lt;- c(' <span style=\"color: #ff0000;\">West<\/span> ', ' <span style=\"color: #ff0000;\">North<\/span> ')\n\n<span style=\"color: #008080;\">#select rows that contain 'West' or 'North' in division column\n<\/span>new_df &lt;- df %&gt;% filter(division <span style=\"color: #3366ff;\">%in%<\/span> my_values)\n\n<span style=\"color: #008080;\">#view results\n<\/span>new_df\n\n  assists points division\n1 West 120 30\n2 West 100 35\n3 North 105 23\n<\/span><\/span><\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\u041d\u043e\u0432\u044b\u0439 \u0444\u0440\u0435\u0439\u043c \u0434\u0430\u043d\u043d\u044b\u0445 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 \u0442\u043e\u043b\u044c\u043a\u043e \u0441\u0442\u0440\u043e\u043a\u0438, \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u0432 \u0441\u0442\u043e\u043b\u0431\u0446\u0435 <strong>\u0434\u0435\u043b\u0435\u043d\u0438\u044f<\/strong> \u0440\u0430\u0432\u043d\u043e \u00ab\u0417\u0430\u043f\u0430\u0434\u00bb \u0438\u043b\u0438 \u00ab\u0421\u0435\u0432\u0435\u0440\u00bb.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043c\u0435\u0447\u0430\u043d\u0438\u0435<\/strong> . \u0411\u0430\u0437\u043e\u0432\u044b\u0435 \u043c\u0435\u0442\u043e\u0434\u044b R \u0438 dplyr \u0434\u0430\u044e\u0442 \u043e\u0434\u0438\u043d\u0430\u043a\u043e\u0432\u044b\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b. \u041e\u0434\u043d\u0430\u043a\u043e \u043c\u0435\u0442\u043e\u0434 dplyr \u0431\u0443\u0434\u0435\u0442 \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0431\u044b\u0441\u0442\u0440\u0435\u0435 \u043f\u0440\u0438 \u0440\u0430\u0431\u043e\u0442\u0435 \u0441 \u043e\u0447\u0435\u043d\u044c \u0431\u043e\u043b\u044c\u0448\u0438\u043c\u0438 \u043a\u0430\u0434\u0440\u0430\u043c\u0438 \u0434\u0430\u043d\u043d\u044b\u0445.<\/span><\/p>\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> <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 R:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ru\/dplyr-\u0432\u044b\u0431\u0438\u0440\u0430\u0435\u0442-\u0441\u043b\u0443\u0447\u0430\u0438\u043d\u044b\u0435-\u0441\u0442\u0440\u043e\u043a\u0438\/\" target=\"_blank\" rel=\"noopener\">\u041a\u0430\u043a \u0432\u044b\u0431\u0440\u0430\u0442\u044c \u0441\u043b\u0443\u0447\u0430\u0439\u043d\u044b\u0435 \u0441\u0442\u0440\u043e\u043a\u0438 \u0432 R \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e dplyr<\/a><br \/> <a href=\"https:\/\/statorials.org\/ru\/r-\u0432\u044b\u0431\u0440\u0430\u0442\u044c-\u0441\u0442\u0440\u043e\u043a\u0438-\u043f\u043e-\u0443\u0441\u043b\u043e\u0432\u0438\u044e\/\" target=\"_blank\" rel=\"noopener\">\u041a\u0430\u043a \u0432\u044b\u0431\u0440\u0430\u0442\u044c \u0441\u0442\u0440\u043e\u043a\u0438 \u043f\u043e \u0443\u0441\u043b\u043e\u0432\u0438\u044e \u0432 R<\/a><br \/> \u041a\u0430\u043a \u0432\u044b\u0431\u0440\u0430\u0442\u044c \u0441\u0442\u0440\u043e\u043a\u0438, \u0432 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0435\u0442\u0441\u044f \u0432 \u043b\u044e\u0431\u043e\u043c \u0441\u0442\u043e\u043b\u0431\u0446\u0435 \u0432 R<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0412\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043b\u044e\u0431\u043e\u0439 \u0438\u0437 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0445 \u043c\u0435\u0442\u043e\u0434\u043e\u0432 \u0434\u043b\u044f \u0432\u044b\u0431\u043e\u0440\u0430 \u0441\u0442\u0440\u043e\u043a \u0438\u0437 \u0444\u0440\u0435\u0439\u043c\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 R \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439 \u0432\u0435\u043a\u0442\u043e\u0440\u0430: \u041c\u0435\u0442\u043e\u0434 1: \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 \u0431\u0430\u0437\u0443 R new_df &lt;- df[df$column_name %in% values_vector, ] \u0421\u043f\u043e\u0441\u043e\u0431&nbsp;2. \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 \u043f\u0430\u043a\u0435\u0442 dplyr. library (dplyr) new_df &lt;- df %&gt;% filter(column_name %in% values_vector) \u0412 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0445 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u0445 \u043f\u043e\u043a\u0430\u0437\u0430\u043d\u043e, \u043a\u0430\u043a \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043a\u0430\u0436\u0434\u044b\u0439 \u043c\u0435\u0442\u043e\u0434 \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0435 \u0441\u043e \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u043c 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