{"id":1863,"date":"2023-07-24T16:53:11","date_gmt":"2023-07-24T16:53:11","guid":{"rendered":"https:\/\/statorials.org\/tr\/hayir\/"},"modified":"2023-07-24T16:53:11","modified_gmt":"2023-07-24T16:53:11","slug":"hayir","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/hayir\/","title":{"rendered":"R&#39;de is.na nas\u0131l kullan\u0131l\u0131r (\u00f6rneklerle)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Vekt\u00f6rler ve veri \u00e7er\u00e7evelerindeki eksik de\u011ferleri kontrol etmek i\u00e7in R&#8217;deki <strong>is.na()<\/strong> i\u015flevini kullanabilirsiniz.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#check if each individual value is NA\n<\/span>is. <span style=\"color: #3366ff;\">na<\/span> (x)\n\n<span style=\"color: #008080;\">#count total NA values\n<\/span>sum( <span style=\"color: #3366ff;\">is.na<\/span> (x))\n\n<span style=\"color: #008080;\">#identify positions of NA values\n<\/span>which(is. <span style=\"color: #3366ff;\">na<\/span> (x))\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnekler bu fonksiyonun pratikte nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6stermektedir.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 1: is.na() i\u015flevini vekt\u00f6rlerle kullanma<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, bir vekt\u00f6rdeki eksik de\u011ferleri kontrol etmek i\u00e7in <strong>is.na()<\/strong> i\u015flevinin nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define vector with some missing values\n<span style=\"color: #000000;\">x &lt;- c(3, 5, 5, NA, 7, NA, 12, 16)<\/span>\n\n#check if each individual value is NA\n<\/span>is. <span style=\"color: #3366ff;\">na<\/span> (x)\n\n[1] FALSE FALSE FALSE TRUE FALSE TRUE FALSE FALSE\n\n<span style=\"color: #008080;\">#count total NA values\n<\/span>sum( <span style=\"color: #3366ff;\">is.na<\/span> (x))\n\n[1] 2\n\n<span style=\"color: #008080;\">#identify positions of NA values\n<\/span>which(is. <span style=\"color: #3366ff;\">na<\/span> (x))\n\n[1] 4 6\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Sonu\u00e7tan \u015funlar\u0131 g\u00f6rebiliriz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Vekt\u00f6rde 2 eksik de\u011fer var.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Eksik de\u011ferler 4 ve 6 numaral\u0131 konumlarda bulunur.<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 2:<\/strong><\/span> <span style=\"color: #000000;\"><strong>is.na() i\u015flevini veri \u00e7er\u00e7eveleriyle kullanma<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, bir veri \u00e7er\u00e7evesindeki eksik de\u011ferleri kontrol etmek i\u00e7in is.na() i\u015flevinin nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (var1=c(1, 3, 3, 4, 5),\n                 var2=c(7, NA, NA, 3, 2),\n                 var3=c(3, 3, 6, NA, 8),\n                 var4=c(NA, 1, 2, 8, 9))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  var1 var2 var3 var4\n1 1 7 3 NA\n2 3 NA 3 1\n3 3 NA 6 2\n4 4 3 NA 8\n5 5 2 8 9\n\n<span style=\"color: #008080;\">#find total NA values in data frame\n<\/span>sum( <span style=\"color: #3366ff;\">is.na<\/span> (df))\n\n[1] 4\n\n<span style=\"color: #008080;\">#find total NA values by column\n<\/span>sapply(df, <span style=\"color: #008000;\">function<\/span> (x) sum(is. <span style=\"color: #3366ff;\">na<\/span> (x)))\n\nvar1 var2 var3 var4 \n   0 2 1 1<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u00c7\u0131kt\u0131dan veri \u00e7er\u00e7evesinde toplam <strong>4<\/strong> NA de\u011ferinin bulundu\u011funu g\u00f6rebiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Ayr\u0131ca \u015funu da g\u00f6rebiliriz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u201cvar1\u201d s\u00fctununda <strong>0 adet<\/strong> NA de\u011feri bulunmaktad\u0131r.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u201cvar2\u201d s\u00fctununda <strong>2 adet<\/strong> NA de\u011feri bulunmaktad\u0131r.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u201cvar3\u201d s\u00fctununda <strong>1 adet<\/strong> NA de\u011feri bulunmaktad\u0131r.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u201cvar4\u201d s\u00fctununda <strong>1 adet<\/strong> NA de\u011feri bulunmaktad\u0131r.<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki e\u011fitimlerde R&#8217;deki eksik de\u011ferleri i\u015flemek i\u00e7in kullan\u0131labilecek di\u011fer yararl\u0131 i\u015flevler a\u00e7\u0131klanmaktad\u0131r.<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/tr\/rde-ihmal-etmeyin\/\" target=\"_blank\" rel=\"noopener\">R&#8217;de na.omit nas\u0131l kullan\u0131l\u0131r<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/na-rm\/\" target=\"_blank\" rel=\"noopener\">R&#8217;de na.rm nas\u0131l kullan\u0131l\u0131r?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/rde-sifirdir\/\">R&#8217;de is.null nas\u0131l kullan\u0131l\u0131r?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/eksik-degerleri-rye-yukle\/\" target=\"_blank\" rel=\"noopener\">Eksik de\u011ferlerin t\u00fcm\u00fc R&#8217;ye nas\u0131l aktar\u0131l\u0131r?<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Vekt\u00f6rler ve veri \u00e7er\u00e7evelerindeki eksik de\u011ferleri kontrol etmek i\u00e7in R&#8217;deki is.na() i\u015flevini kullanabilirsiniz. #check if each individual value is NA is. na (x) #count total NA values sum( is.na (x)) #identify positions of NA values which(is. na (x)) A\u015fa\u011f\u0131daki \u00f6rnekler bu fonksiyonun pratikte nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6stermektedir. \u00d6rnek 1: is.na() i\u015flevini vekt\u00f6rlerle kullanma A\u015fa\u011f\u0131daki kod, bir [&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-1863","post","type-post","status-publish","format-standard","hentry","category-rehber"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.3 - 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