{"id":511,"date":"2023-07-29T15:53:45","date_gmt":"2023-07-29T15:53:45","guid":{"rendered":"https:\/\/statorials.org\/uk\/%d1%8f%d0%ba-%d0%b2%d0%b8%d0%ba%d0%be%d1%80%d0%b8%d1%81%d1%82%d0%be%d0%b2%d1%83%d0%b2%d0%b0%d1%82%d0%b8-mutate-%d0%b4%d0%bb%d1%8f-%d1%81%d1%82%d0%b2%d0%be%d1%80%d0%b5%d0%bd%d0%bd%d1%8f-%d0%bd%d0%be\/"},"modified":"2023-07-29T15:53:45","modified_gmt":"2023-07-29T15:53:45","slug":"%d1%8f%d0%ba-%d0%b2%d0%b8%d0%ba%d0%be%d1%80%d0%b8%d1%81%d1%82%d0%be%d0%b2%d1%83%d0%b2%d0%b0%d1%82%d0%b8-mutate-%d0%b4%d0%bb%d1%8f-%d1%81%d1%82%d0%b2%d0%be%d1%80%d0%b5%d0%bd%d0%bd%d1%8f-%d0%bd%d0%be","status":"publish","type":"post","link":"https:\/\/statorials.org\/uk\/%d1%8f%d0%ba-%d0%b2%d0%b8%d0%ba%d0%be%d1%80%d0%b8%d1%81%d1%82%d0%be%d0%b2%d1%83%d0%b2%d0%b0%d1%82%d0%b8-mutate-%d0%b4%d0%bb%d1%8f-%d1%81%d1%82%d0%b2%d0%be%d1%80%d0%b5%d0%bd%d0%bd%d1%8f-%d0%bd%d0%be\/","title":{"rendered":"\u042f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 mutate \u0434\u043b\u044f \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u043d\u043e\u0432\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445 \u0443 r"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0443 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \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>mutate()<\/strong> \u0443 R \u0434\u043b\u044f \u0434\u043e\u0434\u0430\u0432\u0430\u043d\u043d\u044f \u043d\u043e\u0432\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445 \u0434\u043e \u043a\u0430\u0434\u0440\u0443 \u0434\u0430\u043d\u0438\u0445.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u0414\u043e\u0434\u0430\u0432\u0430\u043d\u043d\u044f \u043d\u043e\u0432\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445 \u0443 R<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u0441\u0442\u0443\u043f\u043d\u0456 \u0444\u0443\u043d\u043a\u0446\u0456\u0457 \u0431\u0456\u0431\u043b\u0456\u043e\u0442\u0435\u043a\u0438 <strong>dplyr<\/strong> \u043c\u043e\u0436\u043d\u0430 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0434\u043b\u044f \u0434\u043e\u0434\u0430\u0432\u0430\u043d\u043d\u044f \u043d\u043e\u0432\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445 \u0434\u043e \u043a\u0430\u0434\u0440\u0443 \u0434\u0430\u043d\u0438\u0445:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>mutate()<\/strong> \u2013 \u0434\u043e\u0434\u0430\u0454 \u043d\u043e\u0432\u0456 \u0437\u043c\u0456\u043d\u043d\u0456 \u0434\u043e \u043a\u0430\u0434\u0440\u0443 \u0434\u0430\u043d\u0438\u0445, \u0437\u0431\u0435\u0440\u0456\u0433\u0430\u044e\u0447\u0438 \u0456\u0441\u043d\u0443\u044e\u0447\u0456 \u0437\u043c\u0456\u043d\u043d\u0456<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>transmute()<\/strong> \u2013 \u0434\u043e\u0434\u0430\u0454 \u043d\u043e\u0432\u0456 \u0437\u043c\u0456\u043d\u043d\u0456 \u0434\u043e \u043a\u0430\u0434\u0440\u0443 \u0434\u0430\u043d\u0438\u0445 \u0456 \u0432\u0438\u0434\u0430\u043b\u044f\u0454 \u0456\u0441\u043d\u0443\u044e\u0447\u0456 \u0437\u043c\u0456\u043d\u043d\u0456<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>mutate_all()<\/strong> \u2013 \u0437\u043c\u0456\u043d\u044e\u0454 \u0432\u0441\u0456 \u0437\u043c\u0456\u043d\u043d\u0456 \u0443 \u043a\u0430\u0434\u0440\u0456 \u0434\u0430\u043d\u0438\u0445 \u043e\u0434\u043d\u043e\u0447\u0430\u0441\u043d\u043e<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>mutate_at()<\/strong> \u2013 \u0437\u043c\u0456\u043d\u044e\u0454 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u0456 \u0437\u043c\u0456\u043d\u043d\u0456 \u0437\u0430 \u043d\u0430\u0437\u0432\u043e\u044e<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>mutate_if()<\/strong> \u2013 \u0437\u043c\u0456\u043d\u044e\u0454 \u0432\u0441\u0456 \u0437\u043c\u0456\u043d\u043d\u0456, \u044f\u043a\u0456 \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u0430\u044e\u0442\u044c \u043f\u0435\u0432\u043d\u0456\u0439 \u0443\u043c\u043e\u0432\u0456<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u043c\u0443\u0442\u0443\u0432\u0430\u0442\u0438()<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0424\u0443\u043d\u043a\u0446\u0456\u044f <strong>mutate()<\/strong> \u0434\u043e\u0434\u0430\u0454 \u043d\u043e\u0432\u0456 \u0437\u043c\u0456\u043d\u043d\u0456 \u0434\u043e \u043a\u0430\u0434\u0440\u0443 \u0434\u0430\u043d\u0438\u0445, \u0437\u0431\u0435\u0440\u0456\u0433\u0430\u044e\u0447\u0438 \u0432\u0441\u0456 \u0456\u0441\u043d\u0443\u044e\u0447\u0456 \u0437\u043c\u0456\u043d\u043d\u0456.<\/span> <span style=\"color: #000000;\">\u041e\u0441\u043d\u043e\u0432\u043d\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441 mutate() \u0442\u0430\u043a\u0438\u0439:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong>data &lt;- <span style=\"color: #800080;\">mutate<\/span> (new_variable = existing_variable\/3)<\/strong><\/pre>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>\u0434\u0430\u043d\u0456:<\/strong> \u043d\u043e\u0432\u0438\u0439 \u0431\u043b\u043e\u043a \u0434\u0430\u043d\u0438\u0445, \u044f\u043a\u043e\u043c\u0443 \u0441\u043b\u0456\u0434 \u043f\u0440\u0438\u0437\u043d\u0430\u0447\u0438\u0442\u0438 \u043d\u043e\u0432\u0456 \u0437\u043c\u0456\u043d\u043d\u0456<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\u043d\u043e\u0432\u0430_\u0437\u043c\u0456\u043d\u043d\u0430:<\/strong> \u0456\u043c&#8217;\u044f \u043d\u043e\u0432\u043e\u0457 \u0437\u043c\u0456\u043d\u043d\u043e\u0457<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\u0456\u0441\u043d\u0443\u044e\u0447\u0430_\u0437\u043c\u0456\u043d\u043d\u0430:<\/strong> \u043d\u0430\u044f\u0432\u043d\u0430 \u0437\u043c\u0456\u043d\u043d\u0430 \u0443 \u043a\u0430\u0434\u0440\u0456 \u0434\u0430\u043d\u0438\u0445, \u043d\u0430\u0434 \u044f\u043a\u043e\u044e \u043f\u043e\u0442\u0440\u0456\u0431\u043d\u043e \u0432\u0438\u043a\u043e\u043d\u0430\u0442\u0438 \u043e\u043f\u0435\u0440\u0430\u0446\u0456\u044e \u0434\u043b\u044f \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u043d\u043e\u0432\u043e\u0457 \u0437\u043c\u0456\u043d\u043d\u043e\u0457<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434, \u043d\u0430\u0432\u0435\u0434\u0435\u043d\u0438\u0439 \u043d\u0438\u0436\u0447\u0435 \u043a\u043e\u0434 \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0443\u0454, \u044f\u043a \u0434\u043e\u0434\u0430\u0442\u0438 \u043d\u043e\u0432\u0443 \u0437\u043c\u0456\u043d\u043d\u0443 <em>root_sepal_width<\/em> \u0434\u043e \u0432\u0431\u0443\u0434\u043e\u0432\u0430\u043d\u043e\u0433\u043e \u043d\u0430\u0431\u043e\u0440\u0443 \u0434\u0430\u043d\u0438\u0445 <em>\u0440\u0430\u0439\u0434\u0443\u0436\u043a\u0438<\/em> :<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define data frame as the first six lines of the <em>iris<\/em> dataset<\/span>\ndata &lt;- head(iris)\n\n<span style=\"color: #008080;\">#view data<\/span>\ndata\n\n# Sepal.Length Sepal.Width Petal.Length Petal.Width Species\n#1 5.1 3.5 1.4 0.2 setosa\n#2 4.9 3.0 1.4 0.2 setosa\n#3 4.7 3.2 1.3 0.2 setosa\n#4 4.6 3.1 1.5 0.2 setosa\n#5 5.0 3.6 1.4 0.2 setosa\n#6 5.4 3.9 1.7 0.4 setosa\n\n<span style=\"color: #008080;\">#load <em>dplyr<\/em> library<\/span>\n<span style=\"color: #000000;\">library(dplyr)<\/span>\n\n<span style=\"color: #008080;\">#define new column <em>root_sepal_width<\/em> as the square root of the <em>Sepal.Width<\/em> variable<\/span>\ndata %&gt;% <span style=\"color: #800080;\">mutate<\/span> (root_sepal_width = sqrt(Sepal.Width))\n\n# Sepal.Length Sepal.Width Petal.Length Petal.Width Species root_sepal_width\n#1 5.1 3.5 1.4 0.2 setosa 1.870829\n#2 4.9 3.0 1.4 0.2 setosa 1.732051\n#3 4.7 3.2 1.3 0.2 setosa 1.788854\n#4 4.6 3.1 1.5 0.2 setosa 1.760682\n#5 5.0 3.6 1.4 0.2 setosa 1.897367\n#6 5.4 3.9 1.7 0.4 setosa 1.974842\n<\/strong><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>\u0442\u0440\u0430\u043d\u0441\u043c\u0443\u0442\u0443\u0432\u0430\u0442\u0438()<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0424\u0443\u043d\u043a\u0446\u0456\u044f <strong>transmute()<\/strong> \u0434\u043e\u0434\u0430\u0454 \u043d\u043e\u0432\u0456 \u0437\u043c\u0456\u043d\u043d\u0456 \u0434\u043e \u043a\u0430\u0434\u0440\u0443 \u0434\u0430\u043d\u0438\u0445 \u0456 \u0432\u0438\u0434\u0430\u043b\u044f\u0454 \u0456\u0441\u043d\u0443\u044e\u0447\u0456 \u0437\u043c\u0456\u043d\u043d\u0456. \u041d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u043a\u043e\u0434 \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0443\u0454, \u044f\u043a \u0434\u043e\u0434\u0430\u0442\u0438 \u0434\u0432\u0456 \u043d\u043e\u0432\u0456 \u0437\u043c\u0456\u043d\u043d\u0456 \u0434\u043e \u043d\u0430\u0431\u043e\u0440\u0443 \u0434\u0430\u043d\u0438\u0445 \u0456 \u0432\u0438\u0434\u0430\u043b\u0438\u0442\u0438 \u0432\u0441\u0456 \u0456\u0441\u043d\u0443\u044e\u0447\u0456 \u0437\u043c\u0456\u043d\u043d\u0456:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define data frame as the first six lines of the <em>iris<\/em> dataset\n<\/span>data &lt;- head(iris)\n\n<span style=\"color: #008080;\">#viewdata\n<\/span>data\n\n# Sepal.Length Sepal.Width Petal.Length Petal.Width Species\n#1 5.1 3.5 1.4 0.2 setosa\n#2 4.9 3.0 1.4 0.2 setosa\n#3 4.7 3.2 1.3 0.2 setosa\n#4 4.6 3.1 1.5 0.2 setosa\n#5 5.0 3.6 1.4 0.2 setosa\n#6 5.4 3.9 1.7 0.4 setosa\n\n<span style=\"color: #008080;\">#define two new variables and remove all existing variables\n<\/span>data %&gt;% <span style=\"color: #800080;\">transmute<\/span> (root_sepal_width = sqrt(Sepal.Width),\n                   root_petal_width = sqrt(Petal.Width))\n\n# root_sepal_width root_petal_width\n#1 1.870829 0.4472136\n#2 1.732051 0.4472136\n#3 1.788854 0.4472136\n#4 1.760682 0.4472136\n#5 1.897367 0.4472136\n#6 1.974842 0.6324555\n<\/strong><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>mutate_all()<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0424\u0443\u043d\u043a\u0446\u0456\u044f <strong>mutate_all()<\/strong> \u0437\u043c\u0456\u043d\u044e\u0454 \u0432\u0441\u0456 \u0437\u043c\u0456\u043d\u043d\u0456 \u0443 \u043a\u0430\u0434\u0440\u0456 \u0434\u0430\u043d\u0438\u0445 \u043e\u0434\u043d\u043e\u0447\u0430\u0441\u043d\u043e, \u0434\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0447\u0438 \u0432\u0430\u043c \u0432\u0438\u043a\u043e\u043d\u0443\u0432\u0430\u0442\u0438 \u043f\u0435\u0432\u043d\u0443 \u0444\u0443\u043d\u043a\u0446\u0456\u044e \u0434\u043b\u044f \u0432\u0441\u0456\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445 \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u0444\u0443\u043d\u043a\u0446\u0456\u0457 <strong>funs()<\/strong> . \u041d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u043a\u043e\u0434 \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0443\u0454, \u044f\u043a \u0440\u043e\u0437\u0434\u0456\u043b\u0438\u0442\u0438 \u0432\u0441\u0456 \u0441\u0442\u043e\u0432\u043f\u0446\u0456 \u0443 \u0444\u0440\u0435\u0439\u043c\u0456 \u0434\u0430\u043d\u0438\u0445 \u043d\u0430 10 \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e <strong>mutate_all()<\/strong> :<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define new data frame as the first six rows of <em>iris<\/em> without the <em>Species<\/em> variable<\/span>\ndata2 &lt;- head(iris) %&gt;% select(-Species)\n\n<span style=\"color: #008080;\">#view the new data frame<\/span>\ndata2\n\n# Sepal.Length Sepal.Width Petal.Length Petal.Width\n#1 5.1 3.5 1.4 0.2\n#2 4.9 3.0 1.4 0.2\n#3 4.7 3.2 1.3 0.2\n#4 4.6 3.1 1.5 0.2\n#5 5.0 3.6 1.4 0.2\n#6 5.4 3.9 1.7 0.4\n\n<span style=\"color: #008080;\">#divide all variables in the data frame by 10\n<\/span>data2 %&gt;% <span style=\"color: #800080;\">mutate_all<\/span> (funs(.\/10))\n\n# Sepal.Length Sepal.Width Petal.Length Petal.Width\n#1 0.51 0.35 0.14 0.02\n#2 0.49 0.30 0.14 0.02\n#3 0.47 0.32 0.13 0.02\n#4 0.46 0.31 0.15 0.02\n#5 0.50 0.36 0.14 0.02\n#6 0.54 0.39 0.17 0.04\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0417\u0430\u0443\u0432\u0430\u0436\u0442\u0435, \u0449\u043e \u0434\u043e\u0434\u0430\u0442\u043a\u043e\u0432\u0456 \u0437\u043c\u0456\u043d\u043d\u0456 \u043c\u043e\u0436\u043d\u0430 \u0434\u043e\u0434\u0430\u0442\u0438 \u0434\u043e \u043a\u0430\u0434\u0440\u0443 \u0434\u0430\u043d\u0438\u0445, \u0432\u043a\u0430\u0437\u0430\u0432\u0448\u0438 \u043d\u043e\u0432\u0435 \u0456\u043c\u2019\u044f, \u044f\u043a\u0435 \u0441\u043b\u0456\u0434 \u0434\u043e\u0434\u0430\u0442\u0438 \u0434\u043e \u0441\u0442\u0430\u0440\u043e\u0433\u043e \u0456\u043c\u0435\u043d\u0456 \u0437\u043c\u0456\u043d\u043d\u043e\u0457:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong>data2 %&gt;% <span style=\"color: #800080;\">mutate_all<\/span> (funs(mod = .\/10))\n\n# Sepal.Length Sepal.Width Petal.Length Petal.Width Sepal.Length_mod\n#1 5.1 3.5 1.4 0.2 0.51\n#2 4.9 3.0 1.4 0.2 0.49\n#3 4.7 3.2 1.3 0.2 0.47\n#4 4.6 3.1 1.5 0.2 0.46\n#5 5.0 3.6 1.4 0.2 0.50\n#6 5.4 3.9 1.7 0.4 0.54\n# Sepal.Width_mod Petal.Length_mod Petal.Width_mod\n#1 0.35 0.14 0.02\n#2 0.30 0.14 0.02\n#3 0.32 0.13 0.02\n#4 0.31 0.15 0.02\n#5 0.36 0.14 0.02\n#6 0.39 0.17 0.04\n<\/strong><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>mutate_at()<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0424\u0443\u043d\u043a\u0446\u0456\u044f <strong>mutate_at()<\/strong> \u0437\u043c\u0456\u043d\u044e\u0454 \u043f\u0435\u0432\u043d\u0456 \u0437\u043c\u0456\u043d\u043d\u0456 \u0437\u0430 \u043d\u0430\u0437\u0432\u043e\u044e. \u041d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u043a\u043e\u0434 \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0443\u0454, \u044f\u043a \u0440\u043e\u0437\u0434\u0456\u043b\u0438\u0442\u0438 \u0434\u0432\u0456 \u043f\u0435\u0432\u043d\u0456 \u0437\u043c\u0456\u043d\u043d\u0456 \u043d\u0430 10 \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e <strong>mutate_at()<\/strong> :<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong>data2 %&gt;% <span style=\"color: #800080;\">mutate_at<\/span> (c(\"Sepal.Length\", \"Sepal.Width\"), funs(mod = .\/10))\n\n# Sepal.Length Sepal.Width Petal.Length Petal.Width Sepal.Length_mod\n#1 5.1 3.5 1.4 0.2 0.51\n#2 4.9 3.0 1.4 0.2 0.49\n#3 4.7 3.2 1.3 0.2 0.47\n#4 4.6 3.1 1.5 0.2 0.46\n#5 5.0 3.6 1.4 0.2 0.50\n#6 5.4 3.9 1.7 0.4 0.54\n# Sepal.Width_mod\n#1 0.35\n#2 0.30\n#3 0.32\n#4 0.31\n#5 0.36\n#6 0.39<\/strong><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>mutate_if()<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0424\u0443\u043d\u043a\u0446\u0456\u044f <strong>mutate_if()<\/strong> \u0437\u043c\u0456\u043d\u044e\u0454 \u0432\u0441\u0456 \u0437\u043c\u0456\u043d\u043d\u0456, \u044f\u043a\u0456 \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u0430\u044e\u0442\u044c \u043f\u0435\u0432\u043d\u0456\u0439 \u0443\u043c\u043e\u0432\u0456. \u0423 \u043d\u0430\u0432\u0435\u0434\u0435\u043d\u043e\u043c\u0443 \u043d\u0438\u0436\u0447\u0435 \u043a\u043e\u0434\u0456 \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 \u0444\u0443\u043d\u043a\u0446\u0456\u044e <strong>mutate_if()<\/strong> \u0434\u043b\u044f \u043f\u0435\u0440\u0435\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u0431\u0443\u0434\u044c-\u044f\u043a\u043e\u0457 \u0437\u043c\u0456\u043d\u043d\u043e\u0457 \u0442\u0438\u043f\u0443 <em>factor<\/em> \u043d\u0430 <em>\u0441\u0438\u043c\u0432\u043e\u043b<\/em> \u0442\u0438\u043f\u0443:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#find variable type of each variable in a data frame<\/span>\ndata &lt;- head(iris)\nsapply(data, class)\n\n#Sepal.Length Sepal.Width Petal.Length Petal.Width Species \n# \"numeric\" \"numeric\" \"numeric\" \"numeric\" \"factor\" \n\n<span style=\"color: #008080;\">#convert any variable of type <em>factor<\/em> to type <em>character<\/em><\/span>\nnew_data &lt;- data %&gt;% mutate_if(is.factor, as.character)\nsapply(new_data, class)\n\n#Sepal.Length Sepal.Width Petal.Length Petal.Width Species \n# \"numeric\" \"numeric\" \"numeric\" \"numeric\" \"character\"<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u043a\u043e\u0434 \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\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>mutate_if()<\/strong> \u0434\u043b\u044f \u043e\u043a\u0440\u0443\u0433\u043b\u0435\u043d\u043d\u044f \u0432\u0441\u0456\u0445 <em>\u0447\u0438\u0441\u043b\u043e\u0432\u0438\u0445<\/em> \u0437\u043c\u0456\u043d\u043d\u0438\u0445 \u0434\u043e \u043e\u0434\u043d\u043e\u0433\u043e \u0434\u0435\u0441\u044f\u0442\u043a\u043e\u0432\u043e\u0433\u043e \u0437\u043d\u0430\u043a\u0430:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define data as first six rows of <em>iris<\/em> dataset<\/span>\ndata &lt;- head(iris)\n\n<span style=\"color: #008080;\">#view data<\/span>\ndata\n\n# Sepal.Length Sepal.Width Petal.Length Petal.Width Species\n#1 5.1 3.5 1.4 0.2 setosa\n#2 4.9 3.0 1.4 0.2 setosa\n#3 4.7 3.2 1.3 0.2 setosa\n#4 4.6 3.1 1.5 0.2 setosa\n#5 5.0 3.6 1.4 0.2 setosa\n#6 5.4 3.9 1.7 0.4 setosa\n\n<span style=\"color: #008080;\">#round any variables of type <em>numeric<\/em> to one decimal place<\/span>\ndata %&gt;% mutate_if(is.numeric, round, digits = 0)\n\n# Sepal.Length Sepal.Width Petal.Length Petal.Width Species\n#1 5 4 1 0 setosa\n#2 5 3 1 0 setosa\n#3 5 3 1 0 setosa\n#4 5 3 2 0 setosa\n#5 5 4 1 0 setosa\n#6 5 4 2 0 setosa\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\u041f\u043e\u0434\u0430\u043b\u044c\u0448\u0435 \u0447\u0438\u0442\u0430\u043d\u043d\u044f:<br \/> <a href=\"https:\/\/statorials.org\/uk\/\u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a-\u0456\u0437-\u0437\u0430\u0441\u0442\u043e\u0441\u0443\u0432\u0430\u043d\u043d\u044f-lapply-sapply-\u0456-tapply-\u0432-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u041f\u043e\u0441\u0456\u0431\u043d\u0438\u043a \u0456\u0437 apply(), lapply(), sapply() \u0456 tapply() \u0443 R<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/\u043e\u0440\u0433\u0430\u043d\u0456\u0437\u0443\u0438\u0442\u0435-\u043b\u0456\u043d\u0456\u0456-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u042f\u043a \u0440\u043e\u0437\u0442\u0430\u0448\u0443\u0432\u0430\u0442\u0438 \u0440\u044f\u0434\u043a\u0438 \u0432 R<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/\u0440\u044f\u0434\u043a\u0438-\u0444\u0456\u043b\u044c\u0442\u0440\u0430-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u042f\u043a \u0444\u0456\u043b\u044c\u0442\u0440\u0443\u0432\u0430\u0442\u0438 \u0440\u044f\u0434\u043a\u0438 \u0432 R<\/a><br \/><\/strong><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0443 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u044e mutate() \u0443 R \u0434\u043b\u044f \u0434\u043e\u0434\u0430\u0432\u0430\u043d\u043d\u044f \u043d\u043e\u0432\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445 \u0434\u043e \u043a\u0430\u0434\u0440\u0443 \u0434\u0430\u043d\u0438\u0445. \u0414\u043e\u0434\u0430\u0432\u0430\u043d\u043d\u044f \u043d\u043e\u0432\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445 \u0443 R \u041d\u0430\u0441\u0442\u0443\u043f\u043d\u0456 \u0444\u0443\u043d\u043a\u0446\u0456\u0457 \u0431\u0456\u0431\u043b\u0456\u043e\u0442\u0435\u043a\u0438 dplyr \u043c\u043e\u0436\u043d\u0430 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0434\u043b\u044f \u0434\u043e\u0434\u0430\u0432\u0430\u043d\u043d\u044f \u043d\u043e\u0432\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445 \u0434\u043e \u043a\u0430\u0434\u0440\u0443 \u0434\u0430\u043d\u0438\u0445: mutate() \u2013 \u0434\u043e\u0434\u0430\u0454 \u043d\u043e\u0432\u0456 \u0437\u043c\u0456\u043d\u043d\u0456 \u0434\u043e \u043a\u0430\u0434\u0440\u0443 \u0434\u0430\u043d\u0438\u0445, \u0437\u0431\u0435\u0440\u0456\u0433\u0430\u044e\u0447\u0438 \u0456\u0441\u043d\u0443\u044e\u0447\u0456 \u0437\u043c\u0456\u043d\u043d\u0456 transmute() \u2013 \u0434\u043e\u0434\u0430\u0454 \u043d\u043e\u0432\u0456 \u0437\u043c\u0456\u043d\u043d\u0456 \u0434\u043e \u043a\u0430\u0434\u0440\u0443 \u0434\u0430\u043d\u0438\u0445 \u0456 [&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 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 Mutate \u0434\u043b\u044f \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u043d\u043e\u0432\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445 \u0443 R - Statorials<\/title>\n<meta name=\"description\" content=\"\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0443 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u044e mutate \u0443 R \u0434\u043b\u044f \u0434\u043e\u0434\u0430\u0432\u0430\u043d\u043d\u044f \u043d\u043e\u0432\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445 \u0434\u043e \u043a\u0430\u0434\u0440\u0443 \u0434\u0430\u043d\u0438\u0445.\" \/>\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\/\u044f\u043a-\u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438-mutate-\u0434\u043b\u044f-\u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f-\u043d\u043e\/\" \/>\n<meta property=\"og:locale\" content=\"uk_UA\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u042f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 Mutate \u0434\u043b\u044f \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u043d\u043e\u0432\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445 \u0443 R - Statorials\" \/>\n<meta property=\"og:description\" content=\"\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0443 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u044e mutate \u0443 R \u0434\u043b\u044f \u0434\u043e\u0434\u0430\u0432\u0430\u043d\u043d\u044f \u043d\u043e\u0432\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445 \u0434\u043e \u043a\u0430\u0434\u0440\u0443 \u0434\u0430\u043d\u0438\u0445.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/uk\/\u044f\u043a-\u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438-mutate-\u0434\u043b\u044f-\u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f-\u043d\u043e\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-29T15:53:45+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\" content=\"\u041d\u0430\u043f\u0438\u0441\u0430\u043d\u043e\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u041f\u0440\u0438\u0431\u043b. \u0447\u0430\u0441 \u0447\u0438\u0442\u0430\u043d\u043d\u044f\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 \u0445\u0432\u0438\u043b\u0438\u043d\u0438\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/uk\/%d1%8f%d0%ba-%d0%b2%d0%b8%d0%ba%d0%be%d1%80%d0%b8%d1%81%d1%82%d0%be%d0%b2%d1%83%d0%b2%d0%b0%d1%82%d0%b8-mutate-%d0%b4%d0%bb%d1%8f-%d1%81%d1%82%d0%b2%d0%be%d1%80%d0%b5%d0%bd%d0%bd%d1%8f-%d0%bd%d0%be\/\",\"url\":\"https:\/\/statorials.org\/uk\/%d1%8f%d0%ba-%d0%b2%d0%b8%d0%ba%d0%be%d1%80%d0%b8%d1%81%d1%82%d0%be%d0%b2%d1%83%d0%b2%d0%b0%d1%82%d0%b8-mutate-%d0%b4%d0%bb%d1%8f-%d1%81%d1%82%d0%b2%d0%be%d1%80%d0%b5%d0%bd%d0%bd%d1%8f-%d0%bd%d0%be\/\",\"name\":\"\u042f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 Mutate \u0434\u043b\u044f \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u043d\u043e\u0432\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445 \u0443 R - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/uk\/#website\"},\"datePublished\":\"2023-07-29T15:53:45+00:00\",\"dateModified\":\"2023-07-29T15:53:45+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/uk\/#\/schema\/person\/2affa1a5da08a4b61ab4becd078c191a\"},\"description\":\"\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0443 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u044e mutate \u0443 R \u0434\u043b\u044f \u0434\u043e\u0434\u0430\u0432\u0430\u043d\u043d\u044f \u043d\u043e\u0432\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445 \u0434\u043e \u043a\u0430\u0434\u0440\u0443 \u0434\u0430\u043d\u0438\u0445.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/uk\/%d1%8f%d0%ba-%d0%b2%d0%b8%d0%ba%d0%be%d1%80%d0%b8%d1%81%d1%82%d0%be%d0%b2%d1%83%d0%b2%d0%b0%d1%82%d0%b8-mutate-%d0%b4%d0%bb%d1%8f-%d1%81%d1%82%d0%b2%d0%be%d1%80%d0%b5%d0%bd%d0%bd%d1%8f-%d0%bd%d0%be\/#breadcrumb\"},\"inLanguage\":\"uk\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/uk\/%d1%8f%d0%ba-%d0%b2%d0%b8%d0%ba%d0%be%d1%80%d0%b8%d1%81%d1%82%d0%be%d0%b2%d1%83%d0%b2%d0%b0%d1%82%d0%b8-mutate-%d0%b4%d0%bb%d1%8f-%d1%81%d1%82%d0%b2%d0%be%d1%80%d0%b5%d0%bd%d0%bd%d1%8f-%d0%bd%d0%be\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/uk\/%d1%8f%d0%ba-%d0%b2%d0%b8%d0%ba%d0%be%d1%80%d0%b8%d1%81%d1%82%d0%be%d0%b2%d1%83%d0%b2%d0%b0%d1%82%d0%b8-mutate-%d0%b4%d0%bb%d1%8f-%d1%81%d1%82%d0%b2%d0%be%d1%80%d0%b5%d0%bd%d0%bd%d1%8f-%d0%bd%d0%be\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u0434\u043e\u0434\u043e\u043c\u0443\",\"item\":\"https:\/\/statorials.org\/uk\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u042f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 mutate \u0434\u043b\u044f \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u043d\u043e\u0432\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445 \u0443 r\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/uk\/#website\",\"url\":\"https:\/\/statorials.org\/uk\/\",\"name\":\"Statorials\",\"description\":\"\u0412\u0430\u0448 \u043f\u0443\u0442\u0456\u0432\u043d\u0438\u043a \u0434\u043e \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u043d\u043e\u0457 \u043a\u043e\u043c\u043f\u0435\u0442\u0435\u043d\u0442\u043d\u043e\u0441\u0442\u0456!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/uk\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"uk\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/uk\/#\/schema\/person\/2affa1a5da08a4b61ab4becd078c191a\",\"name\":\"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"uk\",\"@id\":\"https:\/\/statorials.org\/uk\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/uk\/wp-content\/uploads\/2023\/11\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/uk\/wp-content\/uploads\/2023\/11\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f\"},\"description\":\"\u041f\u0440\u0438\u0432\u0456\u0442, \u044f \u0411\u0435\u043d\u0434\u0436\u0430\u043c\u0456\u043d, \u043f\u0440\u043e\u0444\u0435\u0441\u043e\u0440 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438 \u043d\u0430 \u043f\u0435\u043d\u0441\u0456\u0457, \u044f\u043a\u0438\u0439 \u0441\u0442\u0430\u0432 \u0432\u0438\u043a\u043b\u0430\u0434\u0430\u0447\u0435\u043c \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438. \u041c\u0430\u044e\u0447\u0438 \u0432\u0435\u043b\u0438\u043a\u0438\u0439 \u0434\u043e\u0441\u0432\u0456\u0434 \u0456 \u0437\u043d\u0430\u043d\u043d\u044f \u0432 \u0433\u0430\u043b\u0443\u0437\u0456 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438, \u044f \u0433\u043e\u0442\u043e\u0432\u0438\u0439 \u043f\u043e\u0434\u0456\u043b\u0438\u0442\u0438\u0441\u044f \u0441\u0432\u043e\u0457\u043c\u0438 \u0437\u043d\u0430\u043d\u043d\u044f\u043c\u0438, \u0449\u043e\u0431 \u0440\u043e\u0437\u0448\u0438\u0440\u0438\u0442\u0438 \u043c\u043e\u0436\u043b\u0438\u0432\u043e\u0441\u0442\u0456 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u0456\u0432 \u0447\u0435\u0440\u0435\u0437 Statorials. \u0414\u0456\u0437\u043d\u0430\u0439\u0442\u0435\u0441\u044f \u0431\u0456\u043b\u044c\u0448\u0435\",\"sameAs\":[\"http:\/\/statorials.org\/uk\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u042f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 Mutate \u0434\u043b\u044f \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u043d\u043e\u0432\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445 \u0443 R - Statorials","description":"\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0443 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u044e mutate \u0443 R \u0434\u043b\u044f \u0434\u043e\u0434\u0430\u0432\u0430\u043d\u043d\u044f \u043d\u043e\u0432\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445 \u0434\u043e \u043a\u0430\u0434\u0440\u0443 \u0434\u0430\u043d\u0438\u0445.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/uk\/\u044f\u043a-\u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438-mutate-\u0434\u043b\u044f-\u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f-\u043d\u043e\/","og_locale":"uk_UA","og_type":"article","og_title":"\u042f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 Mutate \u0434\u043b\u044f \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u043d\u043e\u0432\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445 \u0443 R - Statorials","og_description":"\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0443 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u044e mutate \u0443 R \u0434\u043b\u044f \u0434\u043e\u0434\u0430\u0432\u0430\u043d\u043d\u044f \u043d\u043e\u0432\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445 \u0434\u043e \u043a\u0430\u0434\u0440\u0443 \u0434\u0430\u043d\u0438\u0445.","og_url":"https:\/\/statorials.org\/uk\/\u044f\u043a-\u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438-mutate-\u0434\u043b\u044f-\u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f-\u043d\u043e\/","og_site_name":"Statorials","article_published_time":"2023-07-29T15:53:45+00:00","author":"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f","twitter_card":"summary_large_image","twitter_misc":{"\u041d\u0430\u043f\u0438\u0441\u0430\u043d\u043e":"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f","\u041f\u0440\u0438\u0431\u043b. \u0447\u0430\u0441 \u0447\u0438\u0442\u0430\u043d\u043d\u044f":"2 \u0445\u0432\u0438\u043b\u0438\u043d\u0438"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/uk\/%d1%8f%d0%ba-%d0%b2%d0%b8%d0%ba%d0%be%d1%80%d0%b8%d1%81%d1%82%d0%be%d0%b2%d1%83%d0%b2%d0%b0%d1%82%d0%b8-mutate-%d0%b4%d0%bb%d1%8f-%d1%81%d1%82%d0%b2%d0%be%d1%80%d0%b5%d0%bd%d0%bd%d1%8f-%d0%bd%d0%be\/","url":"https:\/\/statorials.org\/uk\/%d1%8f%d0%ba-%d0%b2%d0%b8%d0%ba%d0%be%d1%80%d0%b8%d1%81%d1%82%d0%be%d0%b2%d1%83%d0%b2%d0%b0%d1%82%d0%b8-mutate-%d0%b4%d0%bb%d1%8f-%d1%81%d1%82%d0%b2%d0%be%d1%80%d0%b5%d0%bd%d0%bd%d1%8f-%d0%bd%d0%be\/","name":"\u042f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 Mutate \u0434\u043b\u044f \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u043d\u043e\u0432\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445 \u0443 R - Statorials","isPartOf":{"@id":"https:\/\/statorials.org\/uk\/#website"},"datePublished":"2023-07-29T15:53:45+00:00","dateModified":"2023-07-29T15:53:45+00:00","author":{"@id":"https:\/\/statorials.org\/uk\/#\/schema\/person\/2affa1a5da08a4b61ab4becd078c191a"},"description":"\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0443 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u044e mutate \u0443 R \u0434\u043b\u044f \u0434\u043e\u0434\u0430\u0432\u0430\u043d\u043d\u044f \u043d\u043e\u0432\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445 \u0434\u043e \u043a\u0430\u0434\u0440\u0443 \u0434\u0430\u043d\u0438\u0445.","breadcrumb":{"@id":"https:\/\/statorials.org\/uk\/%d1%8f%d0%ba-%d0%b2%d0%b8%d0%ba%d0%be%d1%80%d0%b8%d1%81%d1%82%d0%be%d0%b2%d1%83%d0%b2%d0%b0%d1%82%d0%b8-mutate-%d0%b4%d0%bb%d1%8f-%d1%81%d1%82%d0%b2%d0%be%d1%80%d0%b5%d0%bd%d0%bd%d1%8f-%d0%bd%d0%be\/#breadcrumb"},"inLanguage":"uk","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/uk\/%d1%8f%d0%ba-%d0%b2%d0%b8%d0%ba%d0%be%d1%80%d0%b8%d1%81%d1%82%d0%be%d0%b2%d1%83%d0%b2%d0%b0%d1%82%d0%b8-mutate-%d0%b4%d0%bb%d1%8f-%d1%81%d1%82%d0%b2%d0%be%d1%80%d0%b5%d0%bd%d0%bd%d1%8f-%d0%bd%d0%be\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/uk\/%d1%8f%d0%ba-%d0%b2%d0%b8%d0%ba%d0%be%d1%80%d0%b8%d1%81%d1%82%d0%be%d0%b2%d1%83%d0%b2%d0%b0%d1%82%d0%b8-mutate-%d0%b4%d0%bb%d1%8f-%d1%81%d1%82%d0%b2%d0%be%d1%80%d0%b5%d0%bd%d0%bd%d1%8f-%d0%bd%d0%be\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u0434\u043e\u0434\u043e\u043c\u0443","item":"https:\/\/statorials.org\/uk\/"},{"@type":"ListItem","position":2,"name":"\u042f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 mutate \u0434\u043b\u044f \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u043d\u043e\u0432\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445 \u0443 r"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/uk\/#website","url":"https:\/\/statorials.org\/uk\/","name":"Statorials","description":"\u0412\u0430\u0448 \u043f\u0443\u0442\u0456\u0432\u043d\u0438\u043a \u0434\u043e \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u043d\u043e\u0457 \u043a\u043e\u043c\u043f\u0435\u0442\u0435\u043d\u0442\u043d\u043e\u0441\u0442\u0456!","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/uk\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"uk"},{"@type":"Person","@id":"https:\/\/statorials.org\/uk\/#\/schema\/person\/2affa1a5da08a4b61ab4becd078c191a","name":"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f","image":{"@type":"ImageObject","inLanguage":"uk","@id":"https:\/\/statorials.org\/uk\/#\/schema\/person\/image\/","url":"https:\/\/statorials.org\/uk\/wp-content\/uploads\/2023\/11\/Dr.-Benjamin-Anderson-96x96.jpg","contentUrl":"https:\/\/statorials.org\/uk\/wp-content\/uploads\/2023\/11\/Dr.-Benjamin-Anderson-96x96.jpg","caption":"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f"},"description":"\u041f\u0440\u0438\u0432\u0456\u0442, \u044f \u0411\u0435\u043d\u0434\u0436\u0430\u043c\u0456\u043d, \u043f\u0440\u043e\u0444\u0435\u0441\u043e\u0440 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438 \u043d\u0430 \u043f\u0435\u043d\u0441\u0456\u0457, \u044f\u043a\u0438\u0439 \u0441\u0442\u0430\u0432 \u0432\u0438\u043a\u043b\u0430\u0434\u0430\u0447\u0435\u043c \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438. \u041c\u0430\u044e\u0447\u0438 \u0432\u0435\u043b\u0438\u043a\u0438\u0439 \u0434\u043e\u0441\u0432\u0456\u0434 \u0456 \u0437\u043d\u0430\u043d\u043d\u044f \u0432 \u0433\u0430\u043b\u0443\u0437\u0456 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438, \u044f \u0433\u043e\u0442\u043e\u0432\u0438\u0439 \u043f\u043e\u0434\u0456\u043b\u0438\u0442\u0438\u0441\u044f \u0441\u0432\u043e\u0457\u043c\u0438 \u0437\u043d\u0430\u043d\u043d\u044f\u043c\u0438, \u0449\u043e\u0431 \u0440\u043e\u0437\u0448\u0438\u0440\u0438\u0442\u0438 \u043c\u043e\u0436\u043b\u0438\u0432\u043e\u0441\u0442\u0456 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u0456\u0432 \u0447\u0435\u0440\u0435\u0437 Statorials. \u0414\u0456\u0437\u043d\u0430\u0439\u0442\u0435\u0441\u044f \u0431\u0456\u043b\u044c\u0448\u0435","sameAs":["http:\/\/statorials.org\/uk"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/posts\/511"}],"collection":[{"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/comments?post=511"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/posts\/511\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/media?parent=511"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/categories?post=511"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/tags?post=511"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}