{"id":461,"date":"2023-07-29T19:58:01","date_gmt":"2023-07-29T19:58:01","guid":{"rendered":"https:\/\/statorials.org\/uk\/%d1%8f%d0%ba-%d0%bf%d0%b5%d1%80%d0%b5%d0%b8%d0%bc%d0%b5%d0%bd%d1%83%d0%b2%d0%b0%d1%82%d0%b8-%d1%81%d1%82%d0%be%d0%b2%d0%bf%d1%86%d1%96-%d1%84%d1%80%d0%b5%d0%b8%d0%bc%d1%83-%d0%b4%d0%b0%d0%bd%d0%b8\/"},"modified":"2023-07-29T19:58:01","modified_gmt":"2023-07-29T19:58:01","slug":"%d1%8f%d0%ba-%d0%bf%d0%b5%d1%80%d0%b5%d0%b8%d0%bc%d0%b5%d0%bd%d1%83%d0%b2%d0%b0%d1%82%d0%b8-%d1%81%d1%82%d0%be%d0%b2%d0%bf%d1%86%d1%96-%d1%84%d1%80%d0%b5%d0%b8%d0%bc%d1%83-%d0%b4%d0%b0%d0%bd%d0%b8","status":"publish","type":"post","link":"https:\/\/statorials.org\/uk\/%d1%8f%d0%ba-%d0%bf%d0%b5%d1%80%d0%b5%d0%b8%d0%bc%d0%b5%d0%bd%d1%83%d0%b2%d0%b0%d1%82%d0%b8-%d1%81%d1%82%d0%be%d0%b2%d0%bf%d1%86%d1%96-%d1%84%d1%80%d0%b5%d0%b8%d0%bc%d1%83-%d0%b4%d0%b0%d0%bd%d0%b8\/","title":{"rendered":"\u042f\u043a \u043f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u0443\u0432\u0430\u0442\u0438 \u0441\u0442\u043e\u0432\u043f\u0446\u0456 \u0444\u0440\u0435\u0439\u043c\u0443 \u0434\u0430\u043d\u0438\u0445 \u0443 r"},"content":{"rendered":"

<\/p>\n

\n

\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u0456\u0434\u0440\u0443\u0447\u043d\u0438\u043a\u0443 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u043f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u0443\u0432\u0430\u0442\u0438 \u0441\u0442\u043e\u0432\u043f\u0446\u0456 \u0444\u0440\u0435\u0439\u043c\u0443 \u0434\u0430\u043d\u0438\u0445 \u0443 R \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u0440\u0456\u0437\u043d\u0438\u0445 \u043f\u0456\u0434\u0445\u043e\u0434\u0456\u0432.<\/span><\/p>\n

\u0414\u043b\u044f \u043a\u043e\u0436\u043d\u043e\u0433\u043e \u0437 \u0446\u0438\u0445 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0456\u0432 \u043c\u0438 \u043f\u0440\u0430\u0446\u044e\u0432\u0430\u0442\u0438\u043c\u0435\u043c\u043e \u0437 \u043d\u0430\u0431\u043e\u0440\u043e\u043c \u0434\u0430\u043d\u0438\u0445 mtcars<\/strong> , \u0432\u0431\u0443\u0434\u043e\u0432\u0430\u043d\u0438\u043c \u0443 R.<\/span><\/p>\n

\u041f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u0443\u0439\u0442\u0435 \u043f\u0435\u0440\u0448\u0456 n<\/em> \u0441\u0442\u043e\u0432\u043f\u0446\u0456\u0432 \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e Base R<\/span><\/strong><\/h2>\n

\u0412\u0441\u044c\u043e\u0433\u043e \u0432<\/span> mtcars 11 \u043d\u0430\u0437\u0432 \u043a\u043e\u043b\u043e\u043d\u043e\u043a:<\/span><\/strong><\/p>\n

 #view column names of mtcars<\/span>\nnames(mtcars)\n\n# [1] \"mpg\" \"cyl\" \"disp\" \"hp\" \"drat\" \"wt\" \"qsec\" \"vs\" \"am\" \"gear\"\n# [11] \u201ccarb\u201d<\/strong><\/pre>\n
 \u0429\u043e\u0431 \u043f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u0443\u0432\u0430\u0442\u0438 \u043f\u0435\u0440\u0448\u0456 4 \u0441\u0442\u043e\u0432\u043f\u0446\u0456, \u0432\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0442\u0430\u043a\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441:<\/span><\/p>\n
 #rename first 4 columns<\/span>\nnames(mtcars) <- c(\"miles_gallon\", \"cylinders\", \"display\", \"horsepower\")\nnames(mtcars)\n\n#[1] \"miles_gallon\" \"cylinders\" \"display\" \"horsepower\" NA \n#[6] NA NA NA NA NA \n#[11] NA<\/strong><\/pre>\n
 \u0417\u0430\u0443\u0432\u0430\u0436\u0442\u0435, \u0449\u043e R \u043f\u043e\u0447\u0438\u043d\u0430\u0454\u0442\u044c\u0441\u044f \u0437 \u043d\u0430\u0437\u0432\u0438 \u043f\u0435\u0440\u0448\u043e\u0433\u043e \u0441\u0442\u043e\u0432\u043f\u0446\u044f \u0456 \u043f\u0440\u043e\u0441\u0442\u043e \u043f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u043e\u0432\u0443\u0454 \u0441\u0442\u0456\u043b\u044c\u043a\u0438 \u0441\u0442\u043e\u0432\u043f\u0446\u0456\u0432, \u0441\u043a\u0456\u043b\u044c\u043a\u0438 \u0432\u0438 \u043d\u0430\u0434\u0430\u0441\u0442\u0435. \u041e\u0441\u043a\u0456\u043b\u044c\u043a\u0438 \u0432 \u0446\u044c\u043e\u043c\u0443 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0456 \u0454 11 \u0456\u043c\u0435\u043d \u0441\u0442\u043e\u0432\u043f\u0446\u0456\u0432, \u0430 \u043c\u0438 \u043d\u0430\u0434\u0430\u043b\u0438 \u043b\u0438\u0448\u0435 4 \u0456\u043c\u0435\u043d\u0430 \u0441\u0442\u043e\u0432\u043f\u0446\u0456\u0432, \u0431\u0443\u043b\u043e \u043f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u043e\u0432\u0430\u043d\u043e \u043b\u0438\u0448\u0435 \u043f\u0435\u0440\u0448\u0456 4 \u0441\u0442\u043e\u0432\u043f\u0446\u0456. \u0429\u043e\u0431 \u043f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u0443\u0432\u0430\u0442\u0438 \u0432\u0441\u0456 11 \u0441\u0442\u043e\u0432\u043f\u0446\u0456\u0432, \u043d\u0430\u043c \u043f\u043e\u0442\u0440\u0456\u0431\u043d\u043e \u043d\u0430\u0434\u0430\u0442\u0438 \u0432\u0435\u043a\u0442\u043e\u0440 \u0456\u0437 11 \u0456\u043c\u0435\u043d\u0430\u043c\u0438 \u0441\u0442\u043e\u0432\u043f\u0446\u0456\u0432.<\/span><\/p>\n
 \u041f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u0443\u0432\u0430\u0442\u0438  <\/em> \u0421\u0442\u043e\u0432\u043f\u0446\u0456 \u0437\u0430 \u043d\u0430\u0437\u0432\u043e\u044e \u0437 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f\u043c Base R<\/span><\/strong><\/h2>\n
 \u042f\u043a\u0449\u043e \u043c\u0438 \u0445\u043e\u0447\u0435\u043c\u043e \u043f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u0443\u0432\u0430\u0442\u0438 \u043f\u0435\u0432\u043d\u0438\u0439 \u0441\u0442\u043e\u0432\u043f\u0435\u0446\u044c \u0443 \u043d\u0430\u0431\u043e\u0440\u0456 \u0434\u0430\u043d\u0438\u0445 mtcars<\/strong> , \u043d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434 \u0441\u0442\u043e\u0432\u043f\u0435\u0446\u044c “wt”, \u043c\u0438 \u043c\u043e\u0436\u0435\u043c\u043e \u0437\u0440\u043e\u0431\u0438\u0442\u0438 \u0446\u0435 \u0437\u0430 \u043d\u0430\u0437\u0432\u043e\u044e:<\/span><\/p>\n
 #rename just the \"wt\" column in mtcars<\/span>\nnames(mtcars)[names(mtcars)==\"wt\"] <- \"weight\"\nnames(mtcars)\n\n#[1] \"mpg\" \"cyl\" \"disp\" \"hp\" \"drat\" \"weight\" \"qsec\" \"vs\" \n#[9] \"am\" \"gear\" \"carb\"<\/strong><\/pre>\n
 \u0417\u0432\u0435\u0440\u043d\u0456\u0442\u044c \u0443\u0432\u0430\u0433\u0443, \u0449\u043e \u043b\u0438\u0448\u0435 \u0441\u0442\u043e\u0432\u043f\u0435\u0446\u044c \u00ab\u0432\u0430\u0433\u0430\u00bb \u043f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u043e\u0432\u0430\u043d\u043e \u043d\u0430 \u00ab\u0432\u0430\u0433\u0430\u00bb, \u0430 \u0432\u0441\u0456 \u0456\u043d\u0448\u0456 \u0441\u0442\u043e\u0432\u043f\u0446\u0456 \u0437\u0431\u0435\u0440\u0456\u0433\u0430\u044e\u0442\u044c \u0441\u0432\u043e\u0457 \u043f\u043e\u0447\u0430\u0442\u043a\u043e\u0432\u0456 \u043d\u0430\u0437\u0432\u0438.<\/span><\/p>\n
 \u041f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u0443\u0432\u0430\u0442\u0438  <\/em> \u0421\u0442\u043e\u0432\u043f\u0446\u0456 \u0437\u0430 \u0456\u043d\u0434\u0435\u043a\u0441\u043e\u043c \u0437 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f\u043c Base R<\/span><\/strong><\/h2>\n
 \u041c\u0438 \u0442\u0430\u043a\u043e\u0436 \u043c\u043e\u0436\u0435\u043c\u043e \u043f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u0443\u0432\u0430\u0442\u0438 \u043f\u0435\u0432\u043d\u0438\u0439 \u0441\u0442\u043e\u0432\u043f\u0435\u0446\u044c \u0443 \u043d\u0430\u0431\u043e\u0440\u0456 \u0434\u0430\u043d\u0438\u0445 mtcars<\/strong> \u0437\u0430 \u0456\u043d\u0434\u0435\u043a\u0441\u043e\u043c. \u041d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434, \u043e\u0441\u044c \u044f\u043a \u043f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u0443\u0432\u0430\u0442\u0438 \u0434\u0440\u0443\u0433\u0443 \u043a\u043e\u043b\u043e\u043d\u043a\u0443 “cyl” \u0437\u0430 \u0456\u043d\u0434\u0435\u043a\u0441\u043e\u043c:<\/span><\/p>\n
 #rename the second column name in mtcars<\/span>\nnames(mtcars)[2] <- \"cylinders\"\nnames(mtcars)\n\n# [1] \"mpg\" \"cylinders\" \"disp\" \"hp\" \"drat\" \"wt\" \n# [7] \"qsec\" \"vs\" \"am\" \"gear\" \"carb\"<\/strong><\/pre>\n
 \u0417\u0430\u0443\u0432\u0430\u0436\u0442\u0435, \u0449\u043e \u043b\u0438\u0448\u0435 \u0441\u0442\u043e\u0432\u043f\u0435\u0446\u044c \u00abcyl\u00bb \u043f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u043e\u0432\u0430\u043d\u043e \u043d\u0430 \u00abcylinders\u00bb, \u0430 \u0432\u0441\u0456 \u0456\u043d\u0448\u0456 \u0441\u0442\u043e\u0432\u043f\u0446\u0456 \u0437\u0431\u0435\u0440\u0456\u0433\u0430\u044e\u0442\u044c \u0441\u0432\u043e\u0457 \u043f\u043e\u0447\u0430\u0442\u043a\u043e\u0432\u0456 \u043d\u0430\u0437\u0432\u0438.<\/span><\/p>\n
 \u041f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u0443\u0432\u0430\u0442\u0438  <\/em> \u0421\u0442\u043e\u0432\u043f\u0446\u0456 \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e dplyr<\/span><\/strong><\/h2>\n
 \u0406\u043d\u0448\u0438\u043c \u0441\u043f\u043e\u0441\u043e\u0431\u043e\u043c \u043f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u0443\u0432\u0430\u043d\u043d\u044f \u0441\u0442\u043e\u0432\u043f\u0446\u0456\u0432 \u0443 R \u0454 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f \u0444\u0443\u043d\u043a\u0446\u0456\u0457 rename()<\/strong> \u0443 \u043f\u0430\u043a\u0435\u0442\u0456 dplyr<\/strong> . \u041e\u0441\u043d\u043e\u0432\u043d\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441 \u0434\u043b\u044f \u0446\u044c\u043e\u0433\u043e:<\/span><\/p>\n
 data %>% rename(new_name1 = old_name1, new_name2 = old_name2, ....)<\/strong><\/pre>\n
 \u041d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434, \u043e\u0441\u044c \u044f\u043a \u043f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u0443\u0432\u0430\u0442\u0438 \u043d\u0430\u0437\u0432\u0438 \u0441\u0442\u043e\u0432\u043f\u0446\u0456\u0432 “mpg” \u0456 “cyl” \u0443 \u043d\u0430\u0431\u043e\u0440\u0456 \u0434\u0430\u043d\u0438\u0445 mtcars<\/strong> :<\/span><\/p>\n
 #install (if not already installed) and load dplyr package<\/span>\nif(!require(dplyr)){install.packages('dplyr')}\n\n#rename the \"mpg\" and \"cyl\" columns\n<\/span>new_mtcars <- mtcars %>% \n                rename(\n                  miles_g = mpg,\n                  cylinder = cyl\n                  )\n\n#view new column names\n<\/span>names(new_mtcars)\n\n# [1] \"miles_g\" \"cylinder\" \"disp\" \"hp\" \"drat\" \"wt\" \n# [7] \"qsec\" \"vs\" \"am\" \"gear\" \"carb\"<\/strong><\/pre>\n
 \u0412\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u044e\u0447\u0438 \u0446\u0435\u0439 \u043f\u0456\u0434\u0445\u0456\u0434, \u0432\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u043f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u0443\u0432\u0430\u0442\u0438 \u0441\u043a\u0456\u043b\u044c\u043a\u0438 \u0437\u0430\u0432\u0433\u043e\u0434\u043d\u043e \u0441\u0442\u043e\u0432\u043f\u0446\u0456\u0432 \u043e\u0434\u043d\u043e\u0447\u0430\u0441\u043d\u043e.<\/span><\/p>\n
 \u041f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u0443\u0432\u0430\u0442\u0438  <\/em> \u0421\u0442\u043e\u0432\u043f\u0446\u0456 \u0437 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f\u043c data.table<\/span><\/strong><\/h2>\n
 \u0406\u043d\u0448\u0438\u043c \u0441\u043f\u043e\u0441\u043e\u0431\u043e\u043c \u043f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u0443\u0432\u0430\u043d\u043d\u044f \u0441\u0442\u043e\u0432\u043f\u0446\u0456\u0432 \u0443 R \u0454 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f \u0444\u0443\u043d\u043a\u0446\u0456\u0457 setnames()<\/strong> \u0443 \u043f\u0430\u043a\u0435\u0442\u0456 data.table<\/b> . \u041e\u0441\u043d\u043e\u0432\u043d\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441 \u0434\u043b\u044f \u0446\u044c\u043e\u0433\u043e:<\/span><\/p>\n
 setnames(data, old=c(\"old_name1\",\"old_name2\"), new=c(\"new_name1\", \"new_name2\"))<\/strong><\/pre>\n
 \u041d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434, \u043e\u0441\u044c \u044f\u043a \u043f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u0443\u0432\u0430\u0442\u0438 \u043d\u0430\u0437\u0432\u0438 \u0441\u0442\u043e\u0432\u043f\u0446\u0456\u0432 “mpg” \u0456 “cyl” \u0443 \u043d\u0430\u0431\u043e\u0440\u0456 \u0434\u0430\u043d\u0438\u0445 mtcars<\/strong> :<\/span><\/p>\n
 #install (if not already installed) and load data.table package\nif(!require(data.table)){install.packages('data.table')}<\/span>\n<\/span>\n#rename \"mpg\" and \"cyl\" column names in mtcars\n<\/span>setnames(mtcars, old=c(\"mpg\",\"cyl\"), new=c(\"miles_g\", \"cylinder\"))\n\n#view new column names\n<\/span>names(mtcars)\n\n#[1] \"miles_g\" \"cylinder\" \"disp\" \"hp\" \"drat\" \"wt\" \n#[7] \"qsec\" \"vs\" \"am\" \"gear\" \"carb\"<\/strong><\/pre>\n
 \u0412\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u044e\u0447\u0438 \u0446\u0435\u0439 \u043f\u0456\u0434\u0445\u0456\u0434, \u0432\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u043f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u0443\u0432\u0430\u0442\u0438 \u0441\u043a\u0456\u043b\u044c\u043a\u0438 \u0437\u0430\u0432\u0433\u043e\u0434\u043d\u043e \u0441\u0442\u043e\u0432\u043f\u0446\u0456\u0432 \u043e\u0434\u043d\u043e\u0447\u0430\u0441\u043d\u043e.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"
\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u0456\u0434\u0440\u0443\u0447\u043d\u0438\u043a\u0443 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u043f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u0443\u0432\u0430\u0442\u0438 \u0441\u0442\u043e\u0432\u043f\u0446\u0456 \u0444\u0440\u0435\u0439\u043c\u0443 \u0434\u0430\u043d\u0438\u0445 \u0443 R \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u0440\u0456\u0437\u043d\u0438\u0445 \u043f\u0456\u0434\u0445\u043e\u0434\u0456\u0432. \u0414\u043b\u044f \u043a\u043e\u0436\u043d\u043e\u0433\u043e \u0437 \u0446\u0438\u0445 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0456\u0432 \u043c\u0438 \u043f\u0440\u0430\u0446\u044e\u0432\u0430\u0442\u0438\u043c\u0435\u043c\u043e \u0437 \u043d\u0430\u0431\u043e\u0440\u043e\u043c \u0434\u0430\u043d\u0438\u0445 mtcars , \u0432\u0431\u0443\u0434\u043e\u0432\u0430\u043d\u0438\u043c \u0443 R. \u041f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u0443\u0439\u0442\u0435 \u043f\u0435\u0440\u0448\u0456 n \u0441\u0442\u043e\u0432\u043f\u0446\u0456\u0432 \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e Base R \u0412\u0441\u044c\u043e\u0433\u043e \u0432 mtcars 11 \u043d\u0430\u0437\u0432 \u043a\u043e\u043b\u043e\u043d\u043e\u043a: #view column names of mtcars names(mtcars) # [1] “mpg” “cyl” “disp” […]<\/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":"\n\u042f\u043a \u043f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u0443\u0432\u0430\u0442\u0438 \u0441\u0442\u043e\u0432\u043f\u0446\u0456 \u0444\u0440\u0435\u0439\u043c\u0443 \u0434\u0430\u043d\u0438\u0445 \u0443 R - Statorials<\/title>\n<meta name=\"description\" content=\"\u041f\u0440\u043e\u0441\u0442\u0438\u0439 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