{"id":516,"date":"2023-07-29T15:53:45","date_gmt":"2023-07-29T15:53:45","guid":{"rendered":"https:\/\/statorials.org\/tr\/rde-yeni-degiskenler-olusturmak-icin-mutate-nasil-kullanilir\/"},"modified":"2023-07-29T15:53:45","modified_gmt":"2023-07-29T15:53:45","slug":"rde-yeni-degiskenler-olusturmak-icin-mutate-nasil-kullanilir","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/rde-yeni-degiskenler-olusturmak-icin-mutate-nasil-kullanilir\/","title":{"rendered":"R&#39;de yeni de\u011fi\u015fkenler olu\u015fturmak i\u00e7in mutate nas\u0131l kullan\u0131l\u0131r?"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Bu e\u011fitimde, bir veri \u00e7er\u00e7evesine yeni de\u011fi\u015fkenler eklemek i\u00e7in R&#8217;deki <strong>mutate()<\/strong> fonksiyonunun nas\u0131l kullan\u0131laca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>R&#8217;ye yeni de\u011fi\u015fkenler ekleme<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Bir veri \u00e7er\u00e7evesine yeni de\u011fi\u015fkenler eklemek i\u00e7in a\u015fa\u011f\u0131daki <strong>dplyr<\/strong> kitapl\u0131\u011f\u0131 i\u015flevleri kullan\u0131labilir:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>mutate()<\/strong> \u2013 mevcut de\u011fi\u015fkenleri korurken veri \u00e7er\u00e7evesine yeni de\u011fi\u015fkenler ekler<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>transmute()<\/strong> \u2013 bir veri \u00e7er\u00e7evesine yeni de\u011fi\u015fkenler ekler ve mevcut de\u011fi\u015fkenleri kald\u0131r\u0131r<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>mutate_all()<\/strong> \u2013 bir veri \u00e7er\u00e7evesindeki t\u00fcm de\u011fi\u015fkenleri ayn\u0131 anda de\u011fi\u015ftirir<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>mutate_at()<\/strong> \u2013 belirli de\u011fi\u015fkenleri ada g\u00f6re de\u011fi\u015ftirir<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>mutate_if()<\/strong> \u2013 belirli bir ko\u015fulu kar\u015f\u0131layan t\u00fcm de\u011fi\u015fkenleri de\u011fi\u015ftirir<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>mutasyona u\u011frama()<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\"><strong>Mutate()<\/strong> i\u015flevi, mevcut t\u00fcm de\u011fi\u015fkenleri korurken bir veri \u00e7er\u00e7evesine yeni de\u011fi\u015fkenler ekler.<\/span> <span style=\"color: #000000;\">mutate() fonksiyonunun temel s\u00f6zdizimi \u015f\u00f6yledir:<\/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>veri:<\/strong> yeni de\u011fi\u015fkenlerin atanaca\u011f\u0131 yeni veri blo\u011fu<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>new_variable:<\/strong> yeni de\u011fi\u015fkenin ad\u0131<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>mevcut_de\u011fi\u015fken:<\/strong> yeni de\u011fi\u015fkeni olu\u015fturmak i\u00e7in \u00fczerinde i\u015flem yapmak istedi\u011finiz veri \u00e7er\u00e7evesindeki mevcut de\u011fi\u015fken<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin, a\u015fa\u011f\u0131daki kod, g\u00f6m\u00fcl\u00fc <em>iris<\/em> veri k\u00fcmesine yeni bir <em>root_sepal_width<\/em> de\u011fi\u015fkeninin nas\u0131l eklenece\u011fini g\u00f6sterir:<\/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>d\u00f6n\u00fc\u015ft\u00fcrme()<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\"><strong>transmute()<\/strong> i\u015flevi, bir veri \u00e7er\u00e7evesine yeni de\u011fi\u015fkenler ekler ve mevcut de\u011fi\u015fkenleri kald\u0131r\u0131r. A\u015fa\u011f\u0131daki kod, bir veri k\u00fcmesine iki yeni de\u011fi\u015fkenin nas\u0131l eklenece\u011fini ve mevcut t\u00fcm de\u011fi\u015fkenlerin nas\u0131l kald\u0131r\u0131laca\u011f\u0131n\u0131 g\u00f6sterir:<\/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>mutasyon_all()<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\"><strong>mutate_all()<\/strong> i\u015flevi, bir veri \u00e7er\u00e7evesindeki t\u00fcm de\u011fi\u015fkenleri ayn\u0131 anda de\u011fi\u015ftirerek, <strong>funs()<\/strong> i\u015flevini kullanarak t\u00fcm de\u011fi\u015fkenler \u00fczerinde belirli bir i\u015flevi ger\u00e7ekle\u015ftirmenize olanak tan\u0131r. A\u015fa\u011f\u0131daki kod, <strong>mutate_all()<\/strong> kullan\u0131larak bir veri \u00e7er\u00e7evesindeki t\u00fcm s\u00fctunlar\u0131n 10&#8217;a nas\u0131l b\u00f6l\u00fcnece\u011fini g\u00f6sterir:<\/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;\">Eski de\u011fi\u015fken ad\u0131na eklenecek yeni bir ad belirtilerek veri \u00e7er\u00e7evesine ek de\u011fi\u015fkenlerin eklenebilece\u011fini unutmay\u0131n:<\/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>mutasyon_at()<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\"><strong>mutate_at()<\/strong> i\u015flevi belirli de\u011fi\u015fkenleri ada g\u00f6re de\u011fi\u015ftirir. A\u015fa\u011f\u0131daki kod, <strong>mutate_at()<\/strong> kullan\u0131larak iki belirli de\u011fi\u015fkenin 10&#8217;a nas\u0131l b\u00f6l\u00fcnece\u011fini g\u00f6sterir:<\/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>mutasyon_if()<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\"><strong>mutate_if()<\/strong> i\u015flevi, belirli bir ko\u015fulu kar\u015f\u0131layan t\u00fcm de\u011fi\u015fkenleri de\u011fi\u015ftirir. A\u015fa\u011f\u0131daki kod, t\u00fcr <em>fakt\u00f6r\u00fcndeki<\/em> herhangi bir de\u011fi\u015fkeni t\u00fcr <em>karakterine<\/em> d\u00f6n\u00fc\u015ft\u00fcrmek i\u00e7in <strong>mutate_if()<\/strong> i\u015flevinin nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir:<\/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;\">A\u015fa\u011f\u0131daki kod, t\u00fcm <em>say\u0131sal<\/em> de\u011fi\u015fkenleri tek bir ondal\u0131k basama\u011fa yuvarlamak i\u00e7in <strong>mutate_if()<\/strong> i\u015flevinin nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir:<\/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>Daha fazla okuma:<br \/> <a href=\"https:\/\/statorials.org\/tr\/rde-lapply-sapply-ve-tapply-uygulama-kilavuzu\/\" target=\"_blank\" rel=\"noopener noreferrer\">R&#8217;de application(), lapply(), sapply() ve tapply() i\u00e7in bir k\u0131lavuz<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/satirlari-duzenleyin-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">R&#8217;de \u00e7izgiler nas\u0131l d\u00fczenlenir<\/a><br \/><a href=\"https:\/\/statorials.org\/tr\/satirlari-filtrele-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">R&#8217;deki sat\u0131rlar nas\u0131l filtrelenir<\/a><br \/><\/strong><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Bu e\u011fitimde, bir veri \u00e7er\u00e7evesine yeni de\u011fi\u015fkenler eklemek i\u00e7in R&#8217;deki mutate() fonksiyonunun nas\u0131l kullan\u0131laca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r. R&#8217;ye yeni de\u011fi\u015fkenler ekleme Bir veri \u00e7er\u00e7evesine yeni de\u011fi\u015fkenler eklemek i\u00e7in a\u015fa\u011f\u0131daki dplyr kitapl\u0131\u011f\u0131 i\u015flevleri kullan\u0131labilir: mutate() \u2013 mevcut de\u011fi\u015fkenleri korurken veri \u00e7er\u00e7evesine yeni de\u011fi\u015fkenler ekler transmute() \u2013 bir veri \u00e7er\u00e7evesine yeni de\u011fi\u015fkenler ekler ve mevcut de\u011fi\u015fkenleri kald\u0131r\u0131r mutate_all() \u2013 [&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-516","post","type-post","status-publish","format-standard","hentry","category-rehber"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>R - Statorials&#039;de yeni de\u011fi\u015fkenler olu\u015fturmak i\u00e7in Mutate nas\u0131l kullan\u0131l\u0131r?<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde, bir veri \u00e7er\u00e7evesine yeni de\u011fi\u015fkenler eklemek i\u00e7in R&#039;deki mutasyon fonksiyonunun nas\u0131l kullan\u0131laca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r.\" \/>\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\/tr\/rde-yeni-degiskenler-olusturmak-icin-mutate-nasil-kullanilir\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R - 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