{"id":3510,"date":"2023-07-17T02:49:04","date_gmt":"2023-07-17T02:49:04","guid":{"rendered":"https:\/\/statorials.org\/tr\/kutu-grafiklerindeki-aykiri-degerleri-etiketleyin-ggplot2\/"},"modified":"2023-07-17T02:49:04","modified_gmt":"2023-07-17T02:49:04","slug":"kutu-grafiklerindeki-aykiri-degerleri-etiketleyin-ggplot2","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/kutu-grafiklerindeki-aykiri-degerleri-etiketleyin-ggplot2\/","title":{"rendered":"Ggplot2&#39;deki kutu grafiklerindeki ayk\u0131r\u0131 de\u011ferler nas\u0131l etiketlenir"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Bu e\u011fitimde, ggplot2&#8217;deki kutu grafiklerindeki <a href=\"https:\/\/statorials.org\/tr\/aykiri-degerleri-kaldir\/\" target=\"_blank\" rel=\"noopener\">ayk\u0131r\u0131 de\u011ferlerin<\/a> nas\u0131l etiketlenece\u011fine ili\u015fkin ad\u0131m ad\u0131m bir \u00f6rnek sunulmaktad\u0131r.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>1. Ad\u0131m: Veri \u00e7er\u00e7evesini olu\u015fturun<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u00d6ncelikle 60 farkl\u0131 basketbolcunun \u00fc\u00e7 farkl\u0131 tak\u0131mda att\u0131\u011f\u0131 puanlara ili\u015fkin bilgileri i\u00e7eren a\u015fa\u011f\u0131daki veri \u00e7er\u00e7evesini olu\u015ftural\u0131m:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#make this example reproducible\n<\/span>set. <span style=\"color: #3366ff;\">seeds<\/span> (1)\n\n<span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (team=rep(c('A', 'B', 'C'), each= <span style=\"color: #008000;\">20<\/span> ),\n                 player=rep(LETTERS[1:20], times= <span style=\"color: #008000;\">3<\/span> ),\n                 points=round(rnorm(n=60, mean=30, sd=10), 2))\n\n<span style=\"color: #008080;\">#view head of data frame\n<\/span>head(df)\n\n  team player points\n1 AA 23.74\n2AB 31.84\n3 AC 21.64\n4AD 45.95\n5 AE 33.30\n6 FY 21.80\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\"><strong>Not<\/strong> : Bu \u00f6rne\u011fin tekrarlanabilir olmas\u0131n\u0131 sa\u011flamak i\u00e7in <a href=\"https:\/\/statorials.org\/tr\/rye-tohum-koy\/\" target=\"_blank\" rel=\"noopener\">set.seed()<\/a> i\u015flevini kulland\u0131k.<\/span><\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Ad\u0131m 2: Ayk\u0131r\u0131 de\u011ferleri belirlemek i\u00e7in bir i\u015flev tan\u0131mlay\u0131n<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Ggplot2&#8217;de bir g\u00f6zlem, a\u015fa\u011f\u0131daki iki gereksinimden birini kar\u015f\u0131l\u0131yorsa ayk\u0131r\u0131 de\u011fer olarak tan\u0131mlan\u0131r:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">G\u00f6zlem, ilk \u00e7eyre\u011fin (Q1) alt\u0131ndaki \u00e7eyrekler aras\u0131 aral\u0131\u011f\u0131n 1,5 kat\u0131d\u0131r.<\/span><\/li>\n<li> <span style=\"color: #000000;\">G\u00f6zlem, \u00fc\u00e7\u00fcnc\u00fc \u00e7eyre\u011fin (Q3) \u00fczerindeki \u00e7eyrekler aras\u0131 aral\u0131\u011f\u0131n 1,5 kat\u0131d\u0131r.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Bu iki gereksinimden birini kar\u015f\u0131l\u0131yorlarsa g\u00f6zlemleri ayk\u0131r\u0131 de\u011fer olarak etiketlemek i\u00e7in R&#8217;de a\u015fa\u011f\u0131daki i\u015flevi olu\u015fturabiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\"><span style=\"color: #000000;\">find_outlier &lt;- <span style=\"color: #008000;\">function<\/span> (x) {\n  <span style=\"color: #008000;\">return<\/span> (x &lt; quantile(x, .25) - 1.5*IQR(x) | x &gt; quantile(x, .75) + 1.5*IQR(x))\n}\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\u0130lgili:<\/strong> <a href=\"https:\/\/statorials.org\/tr\/ceyrekler-arasi-aralik-nasil-yorumlanir\/\" target=\"_blank\" rel=\"noopener\">\u00c7eyrekler Aras\u0131 Aral\u0131k Nas\u0131l Yorumlan\u0131r?<\/a><\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong><span style=\"color: #000000;\">Ad\u0131m 3: ggplot2&#8217;deki kutu grafiklerindeki ayk\u0131r\u0131 de\u011ferleri etiketleyin<\/span><\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Daha sonra ggplot2&#8217;deki kutu grafiklerindeki ayk\u0131r\u0131 de\u011ferleri etiketlemek i\u00e7in a\u015fa\u011f\u0131daki kodu kullanabiliriz:<\/span><\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (ggplot2)\n<span style=\"color: #008000;\">library<\/span> (dplyr)\n<span style=\"color: #008080;\">\n#add new column to data frame that indicates if each observation is an outlier\n<span style=\"color: #000000;\">df &lt;- df %&gt;%\n        group_by(team) %&gt;%\n        mutate(outlier = ifelse(find_outlier(points), points, NA))<\/span>\n\n#create box plot of points by team and label outliers\n<span style=\"color: #000000;\">ggplot(df, aes(x=team, y=points)) +\n  geom_boxplot() +\n  geom_text(aes(label=outlier), na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> , hjust= <span style=\"color: #008000;\">-.5<\/span> )<\/span><\/span><\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-29209\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/valeur-aberrante1.jpg\" alt=\"ggplot2'deki kutu grafiklerindeki ayk\u0131r\u0131 de\u011ferleri etiketleyin\" width=\"467\" height=\"467\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Grafikte iki ayk\u0131r\u0131 de\u011ferin etiketlendi\u011fine dikkat edin.<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0130lk ayk\u0131r\u0131 de\u011fer <strong>7,85<\/strong> puan alan A Tak\u0131m\u0131 oyuncusu, di\u011fer ayk\u0131r\u0131 de\u011fer ise <strong>10,11<\/strong> puan alan B Tak\u0131m\u0131 oyuncusudur.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu ayk\u0131r\u0131 de\u011ferleri etiketlemek i\u00e7in farkl\u0131 bir de\u011fi\u015fken de kullanabilece\u011fimizi unutmay\u0131n.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin, oyuncunun ismine g\u00f6re ayk\u0131r\u0131 de\u011ferleri etiketlemek i\u00e7in <strong>mutate()<\/strong> i\u015flevindeki <strong>oyuncunun<\/strong> <strong>puanlar\u0131n\u0131<\/strong> de\u011fi\u015ftirebiliriz:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (ggplot2)\n<span style=\"color: #008000;\">library<\/span> (dplyr)\n<span style=\"color: #008080;\">\n#add new column to data frame that indicates if each observation is an outlier\n<span style=\"color: #000000;\">df &lt;- df %&gt;%\n        group_by(team) %&gt;%\n        mutate(outlier = ifelse(find_outlier(points), player, NA))\n\n<span style=\"color: #008080;\">#create box plot of points by team and label outliers\n<\/span>ggplot(df, aes(x=team, y=points)) +\n  geom_boxplot() +\n  geom_text(aes(label=outlier), na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> , hjust= <span style=\"color: #008000;\">-.5<\/span> )<\/span><\/span><\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29210 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/valeur-aberrante2.jpg\" alt=\"\" width=\"479\" height=\"487\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">A tak\u0131m\u0131n\u0131n ayk\u0131r\u0131 de\u011feri art\u0131k bir <strong>N<\/strong> etiketine sahip ve B tak\u0131m\u0131n\u0131n ayk\u0131r\u0131 de\u011feri art\u0131k bir <strong>D<\/strong> etiketine sahip \u00e7\u00fcnk\u00fc bunlar, puan olarak ayk\u0131r\u0131 de\u011ferleri olan oyuncular\u0131n adlar\u0131n\u0131 temsil ediyor.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Not<\/strong> : <strong>geom_text()<\/strong> i\u015flevindeki <a href=\"https:\/\/statorials.org\/tr\/hjust-vjust-ggplot2\/\" target=\"_blank\" rel=\"noopener\">hjust<\/a> arg\u00fcman\u0131, \u00e7izim noktas\u0131n\u0131n \u00fczerine gelmemesi i\u00e7in etiketi yatay olarak sa\u011fa do\u011fru itmek i\u00e7in kullan\u0131l\u0131r.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki e\u011fitimler ggplot2&#8217;de di\u011fer genel g\u00f6revlerin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fini a\u00e7\u0131klamaktad\u0131r:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/tr\/ggplot-yazi-tipi-boyutu\/\" target=\"_blank\" rel=\"noopener\">Ggplot2&#8217;de yaz\u0131 tipi boyutu nas\u0131l de\u011fi\u015ftirilir?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/ggplot2-efsanesini-kaldir\/\" target=\"_blank\" rel=\"noopener\">Ggplot2&#8217;de bir efsane nas\u0131l kald\u0131r\u0131l\u0131r<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/eksen-etiketlerini-dondur-ggplot2\/\" target=\"_blank\" rel=\"noopener\">Ggplot2&#8217;de eksen etiketleri nas\u0131l d\u00f6nd\u00fcr\u00fcl\u00fcr<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Bu e\u011fitimde, ggplot2&#8217;deki kutu grafiklerindeki ayk\u0131r\u0131 de\u011ferlerin nas\u0131l etiketlenece\u011fine ili\u015fkin ad\u0131m ad\u0131m bir \u00f6rnek sunulmaktad\u0131r. 1. Ad\u0131m: Veri \u00e7er\u00e7evesini olu\u015fturun \u00d6ncelikle 60 farkl\u0131 basketbolcunun \u00fc\u00e7 farkl\u0131 tak\u0131mda att\u0131\u011f\u0131 puanlara ili\u015fkin bilgileri i\u00e7eren a\u015fa\u011f\u0131daki veri \u00e7er\u00e7evesini olu\u015ftural\u0131m: #make this example reproducible set. seeds (1) #create data frame df &lt;- data. frame (team=rep(c(&#8216;A&#8217;, &#8216;B&#8217;, &#8216;C&#8217;), each= 20 [&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-3510","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>Ggplot2&#039;deki kutu grafiklerinde ayk\u0131r\u0131 de\u011ferler nas\u0131l 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