{"id":1094,"date":"2023-07-27T16:50:26","date_gmt":"2023-07-27T16:50:26","guid":{"rendered":"https:\/\/statorials.org\/tr\/eksik-degerleri-rye-yukle\/"},"modified":"2023-07-27T16:50:26","modified_gmt":"2023-07-27T16:50:26","slug":"eksik-degerleri-rye-yukle","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/eksik-degerleri-rye-yukle\/","title":{"rendered":"R&#39;de eksik de\u011ferler nas\u0131l atfedilir (\u00f6rneklerle)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u00c7o\u011fu zaman, R&#8217;deki bir veri \u00e7er\u00e7evesinin s\u00fctunlar\u0131ndaki eksik de\u011ferleri, s\u00f6z konusu s\u00fctunun ortalamas\u0131 veya medyan\u0131 ile de\u011fi\u015ftirmek isteyebilirsiniz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Tek bir s\u00fctundaki eksik de\u011ferleri de\u011fi\u015ftirmek i\u00e7in a\u015fa\u011f\u0131daki s\u00f6zdizimini kullanabilirsiniz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df$col[ <span style=\"color: #3366ff;\">is.na<\/span> (df$col)] &lt;- mean(df$col, <span style=\"color: #3366ff;\">na.rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Birden fazla s\u00fctundaki eksik de\u011ferleri de\u011fi\u015ftirmek i\u00e7in a\u015fa\u011f\u0131daki s\u00f6zdizimini kullanabilirsiniz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>for(i in 1: <span style=\"color: #3366ff;\">ncol<\/span> (df)) {\n  df[ , i][ <span style=\"color: #3366ff;\">is.na<\/span> (df[ , i])] &lt;- mean(df[ , i], <span style=\"color: #3366ff;\">na.rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n}\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Bu e\u011fitimde bu i\u015flevlerin pratikte nas\u0131l kullan\u0131laca\u011f\u0131 tam olarak a\u00e7\u0131klanmaktad\u0131r.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 1: Eksik de\u011ferleri s\u00fctun ortalamalar\u0131yla de\u011fi\u015ftirin<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, bir veri \u00e7er\u00e7evesinin ilk s\u00fctunundaki eksik de\u011ferlerin, ilk s\u00fctunun ortalama de\u011feriyle nas\u0131l de\u011fi\u015ftirilece\u011fini g\u00f6sterir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame<\/span>\ndf &lt;- data.frame(var1=c(1, NA, NA, 4, 5),\n                 var2=c(7, 7, 8, 3, 2),\n                 var3=c(3, 3, 6, 6, 8),\n                 var4=c(1, 1, 2, 8, 9))\n\n<span style=\"color: #008080;\">#replace missing values in first column with mean of first column<\/span>\ndf$var1[ <span style=\"color: #3366ff;\">is.na<\/span> (df$var1)] &lt;- mean(df$var1, <span style=\"color: #3366ff;\">na.rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n\n<span style=\"color: #008080;\">#view data frame with missing values replaced<\/span>\ndf\n\n      var1 var2 var3 var4\n1 1.000000 7 3 1\n2 3.333333 7 3 1\n3 3.333333 8 6 2\n4 4.000000 3 6 8\n5 5.000000 2 8 9\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0130lk s\u00fctundaki ortalama de\u011fer <strong>3,333<\/strong> oldu\u011fundan, ilk s\u00fctundaki eksik de\u011ferler <strong>3,333<\/strong> ile de\u011fi\u015ftirildi.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, her s\u00fctundaki eksik de\u011ferlerin kendi s\u00fctununun ortalamas\u0131yla nas\u0131l de\u011fi\u015ftirilece\u011fini g\u00f6sterir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame<\/span>\ndf &lt;- data.frame(var1=c(1, NA, NA, 4, 5),\n                 var2=c(7, 7, 8, NA, 2),\n                 var3=c(NA, 3, 6, NA, 8),\n                 var4=c(1, 1, 2, 8, 9))\n\n<span style=\"color: #008080;\">#replace missing values in each column with column means<\/span>\nfor(i in 1: <span style=\"color: #3366ff;\">ncol<\/span> (df)) {\n  df[ , i][ <span style=\"color: #3366ff;\">is.na<\/span> (df[ , i])] &lt;- mean(df[ , i], <span style=\"color: #3366ff;\">na.rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n}\n\n<span style=\"color: #008080;\">#view data frame with missing values replaced<\/span>\ndf\n\n      var1 var2 var3 var4\n1 1.000000 7 5.666667 1\n2 3.333333 7 3.000000 1\n3 3.333333 8 6.000000 2\n4 4.000000 6 5.666667 8\n5 5.000000 2 8.000000 9<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 2: Eksik de\u011ferleri s\u00fctun medyanlar\u0131yla de\u011fi\u015ftirin<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, bir veri \u00e7er\u00e7evesinin ilk s\u00fctunundaki eksik de\u011ferlerin ilk s\u00fctunun medyan de\u011feriyle nas\u0131l de\u011fi\u015ftirilece\u011fini g\u00f6sterir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame<\/span>\ndf &lt;- data.frame(var1=c(1, NA, NA, 4, 5),\n                 var2=c(7, 7, 8, NA, 2),\n                 var3=c(NA, 3, 6, NA, 8),\n                 var4=c(1, 1, 2, 8, 9))\n\n<span style=\"color: #008080;\">#replace missing values in first column with median of first column<\/span>\ndf$var1[ <span style=\"color: #3366ff;\">is.na<\/span> (df$var1)] &lt;- median(df$var1, <span style=\"color: #3366ff;\">na.rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n\n<span style=\"color: #008080;\">#view data frame with missing values replaced<\/span>\ndf\n\n  var1 var2 var3 var4\n1 1 7 NA 1\n2 4 7 3 1\n3 4 8 6 2\n4 4 NA NA 8\n5 5 2 8 9\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0130lk s\u00fctundaki medyan de\u011feri <strong>4<\/strong> oldu\u011fundan, ilk s\u00fctundaki eksik de\u011ferler <strong>4<\/strong> ile de\u011fi\u015ftirildi.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, her s\u00fctundaki eksik de\u011ferlerin kendi s\u00fctununun medyan\u0131 ile nas\u0131l de\u011fi\u015ftirilece\u011fini g\u00f6sterir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame<\/span>\ndf &lt;- data.frame(var1=c(1, NA, NA, 4, 5),\n                 var2=c(7, 7, 8, NA, 2),\n                 var3=c(NA, 3, 6, NA, 8),\n                 var4=c(1, 1, 2, 8, 9))\n\n<span style=\"color: #008080;\">#replace missing values in each column with column medians<\/span>\nfor(i in 1: <span style=\"color: #3366ff;\">ncol<\/span> (df)) {\n  df[ , i][ <span style=\"color: #3366ff;\">is.na<\/span> (df[ , i])] &lt;- median(df[ , i], <span style=\"color: #3366ff;\">na.rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n}\n\n<span style=\"color: #008080;\">#view data frame with missing values replaced<\/span>\ndf\n\n  var1 var2 var3 var4\n1 1 7 6 1\n2 4 7 3 1\n3 4 8 6 2\n4 4 7 6 8\n5 5 2 8 9<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/tr\/r-dongusu-veri-cercevesi-sutunlari\/\" target=\"_blank\" rel=\"noopener noreferrer\">R&#8217;de s\u00fctun adlar\u0131 \u00fczerinde yineleme nas\u0131l yap\u0131l\u0131r<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/rdeki-birden-cok-sutunun-ortalamasini-hesapla\/\" target=\"_blank\" rel=\"noopener noreferrer\">R&#8217;de birden fazla s\u00fctunun ortalamas\u0131 nas\u0131l hesaplan\u0131r<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/rye-belirli-sutunlar-ekleyin\/\" target=\"_blank\" rel=\"noopener noreferrer\">R&#8217;de belirli s\u00fctunlar nas\u0131l toplan\u0131r<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00c7o\u011fu zaman, R&#8217;deki bir veri \u00e7er\u00e7evesinin s\u00fctunlar\u0131ndaki eksik de\u011ferleri, s\u00f6z konusu s\u00fctunun ortalamas\u0131 veya medyan\u0131 ile de\u011fi\u015ftirmek isteyebilirsiniz. Tek bir s\u00fctundaki eksik de\u011ferleri de\u011fi\u015ftirmek i\u00e7in a\u015fa\u011f\u0131daki s\u00f6zdizimini kullanabilirsiniz: df$col[ is.na (df$col)] &lt;- mean(df$col, na.rm = TRUE ) Birden fazla s\u00fctundaki eksik de\u011ferleri de\u011fi\u015ftirmek i\u00e7in a\u015fa\u011f\u0131daki s\u00f6zdizimini kullanabilirsiniz: for(i in 1: ncol (df)) { df[ , [&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-1094","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&#039;de eksik de\u011ferler nas\u0131l atan\u0131r (\u00f6rneklerle) - Statorials<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde, R&#039;de eksik de\u011ferlerin nas\u0131l uygulanaca\u011f\u0131 birka\u00e7 \u00f6rnekle 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\/eksik-degerleri-rye-yukle\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R&#039;de eksik de\u011ferler nas\u0131l atan\u0131r (\u00f6rneklerle) - 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