{"id":3375,"date":"2023-07-17T20:03:23","date_gmt":"2023-07-17T20:03:23","guid":{"rendered":"https:\/\/statorials.org\/tr\/boru\/"},"modified":"2023-07-17T20:03:23","modified_gmt":"2023-07-17T20:03:23","slug":"boru","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/boru\/","title":{"rendered":"R&#39;de boru operat\u00f6r\u00fc nas\u0131l kullan\u0131l\u0131r (\u00f6rneklerle)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Bir dizi i\u015flemi birlikte &#8220;ba\u011flamak&#8221; i\u00e7in R&#8217;deki y\u00f6nlendirme operat\u00f6r\u00fcn\u00fc ( <strong>%&gt;%<\/strong> ) kullanabilirsiniz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu operat\u00f6r en yayg\u0131n olarak R&#8217;deki <a href=\"https:\/\/dplyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">dplyr<\/a> paketiyle birlikte bir veri \u00e7er\u00e7evesi \u00fczerinde bir dizi i\u015flem ger\u00e7ekle\u015ftirmek i\u00e7in kullan\u0131l\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Boru operat\u00f6r\u00fcn\u00fcn temel s\u00f6zdizimi \u015f\u00f6yledir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>df %&gt;% \n  do_this_operation %&gt;% \n  then_do_this_operation %&gt;%\n  then_do_this_operation ...<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Boru operat\u00f6r\u00fc bir i\u015flemin sonu\u00e7lar\u0131n\u0131 bir alt\u0131ndaki sonraki i\u015fleme aktar\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Boru operat\u00f6r\u00fcn\u00fc kullanman\u0131n avantaj\u0131 kodun okunmas\u0131n\u0131 son derece kolay hale getirmesidir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnekler, R&#8217;de yerle\u015fik <a href=\"https:\/\/statorials.org\/tr\/mtcars-r-veri-kumesi\/\" target=\"_blank\" rel=\"noopener\">mtcars<\/a> veri k\u00fcmesiyle boru operat\u00f6r\u00fcn\u00fcn farkl\u0131 senaryolarda nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#view first six rows of mtcars dataset<\/span>\nhead(mtcars)\n\n                   mpg cyl disp hp drat wt qsec vs am gear carb\nMazda RX4 21.0 6 160 110 3.90 2.620 16.46 0 1 4 4\nMazda RX4 Wag 21.0 6 160 110 3.90 2.875 17.02 0 1 4 4\nDatsun 710 22.8 4 108 93 3.85 2.320 18.61 1 1 4 1\nHornet 4 Drive 21.4 6 258 110 3.08 3.215 19.44 1 0 3 1\nHornet Sportabout 18.7 8 360 175 3.15 3.440 17.02 0 0 3 2\nValiant 18.1 6 225 105 2.76 3,460 20.22 1 0 3 1\n<\/strong><\/span><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>\u00d6rnek 1: Bir De\u011fi\u015fkeni \u00d6zetlemek i\u00e7in Boru Operat\u00f6r\u00fcn\u00fc Kullanma<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, <strong>silindir<\/strong> de\u011fi\u015fkenine g\u00f6re gruplamak ve ard\u0131ndan <strong>mpg<\/strong> de\u011fi\u015fkeninin ortalama de\u011ferini \u00f6zetlemek i\u00e7in boru operat\u00f6r\u00fcn\u00fcn ( <strong>%&gt;%<\/strong> ) nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#summarize mean mpg grouped by cyl<\/span>\nmtcars %&gt;% \n  group_by(cyl) %&gt;% \n  summarize(mean_mpg = mean(mpg))\n\n# A tibble: 3 x 2\n    cyl mean_mpg\n      \n1 4 26.7\n2 6 19.7\n3 8 15.1\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Sonu\u00e7tan \u015funu g\u00f6rebiliriz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Silindir de\u011feri 4 olan ara\u00e7larda ortalama mpg de\u011feri <strong>26,7&#8217;dir<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">Silindir de\u011feri 6 olan ara\u00e7larda ortalama mpg de\u011feri <strong>19,7&#8217;dir<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">Silindir de\u011feri 8 olan ara\u00e7larda ortalama mpg de\u011feri <strong>15,1&#8217;dir<\/strong> .<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Boru operat\u00f6r\u00fcn\u00fcn kodun yorumlanmas\u0131n\u0131 nas\u0131l kolayla\u015ft\u0131rd\u0131\u011f\u0131na dikkat edin.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Temel olarak \u015f\u00f6yle diyor:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>Mtcars<\/strong> veri \u00e7er\u00e7evesini al\u0131n.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Silindir<\/strong> de\u011fi\u015fkenine g\u00f6re grupland\u0131r\u0131n.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Daha sonra <strong>mpg<\/strong> de\u011fi\u015fkeninin ortalama de\u011ferini \u00f6zetleyin.<\/span><\/li>\n<\/ul>\n<h2> <span style=\"color: #000000;\"><strong>\u00d6rnek 2: Birden \u00c7ok De\u011fi\u015fkeni Grupland\u0131rmak ve \u00d6zetlemek i\u00e7in Boru Operat\u00f6r\u00fcn\u00fc Kullanma<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, <strong>cyl<\/strong> ve <strong>am<\/strong> de\u011fi\u015fkenlerine g\u00f6re gruplamak ve ard\u0131ndan <strong>mpg<\/strong> de\u011fi\u015fkeninin ortalamas\u0131n\u0131 ve <strong>hp<\/strong> de\u011fi\u015fkeninin standart sapmas\u0131n\u0131 \u00f6zetlemek i\u00e7in boru operat\u00f6r\u00fcn\u00fcn ( <strong>%&gt;%<\/strong> ) nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#summarize mean mpg and standard dev of hp grouped by cyl and am<\/span>\nmtcars %&gt;% \n  group_by(cyl, am) %&gt;% \n  summarize(mean_mpg = mean(mpg),\n            sd_hp = sd(hp))\n\n# A tibble: 6 x 4\n# Groups: cyl[3]\n    cyl am mean_mpg sd_hp\n        \n1 4 0 22.9 19.7 \n2 4 1 28.1 22.7 \n3 6 0 19.1 9.18\n4 6 1 20.6 37.5 \n5 8 0 15.0 33.4 \n6 8 1 15.4 50.2 \n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Sonu\u00e7tan \u015funu g\u00f6rebiliriz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Silindir de\u011feri 4, am de\u011feri 0 olan ara\u00e7larda ortalama mpg de\u011feri <strong>22,9<\/strong> , hp de\u011ferinin standart sapmas\u0131 ise <strong>19,7&#8217;dir<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">Silindir de\u011feri 4, am de\u011feri 1 olan ara\u00e7larda ortalama mpg de\u011feri <b>28,1<\/b> , hp de\u011ferinin standart sapmas\u0131 ise <strong>22,7&#8217;dir<\/strong> .<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Ve benzeri.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Yine boru operat\u00f6r\u00fcn\u00fcn kodun yorumlanmas\u0131n\u0131 nas\u0131l kolayla\u015ft\u0131rd\u0131\u011f\u0131na dikkat edin.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Temel olarak \u015f\u00f6yle diyor:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>Mtcars<\/strong> veri \u00e7er\u00e7evesini al\u0131n.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>cyl<\/strong> ve <strong>am<\/strong> de\u011fi\u015fkenlerine g\u00f6re gruplay\u0131n.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Daha sonra <strong>mpg<\/strong> de\u011fi\u015fkeninin ortalama de\u011ferini ve <strong>hp<\/strong> de\u011fi\u015fkeninin standart sapmas\u0131n\u0131 \u00f6zetleyin.<\/span><\/li>\n<\/ul>\n<h2> <span style=\"color: #000000;\"><strong>\u00d6rnek 3: Yeni De\u011fi\u015fkenler Olu\u015fturmak i\u00e7in Boru Operat\u00f6r\u00fcn\u00fc Kullanma<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, mtcars veri \u00e7er\u00e7evesinde iki yeni de\u011fi\u015fken olu\u015fturmak i\u00e7in <strong>dplyr<\/strong> paketindeki <a href=\"https:\/\/statorials.org\/tr\/rde-yeni-degiskenler-olusturmak-icin-mutate-nasil-kullanilir\/\" target=\"_blank\" rel=\"noopener\">mutate<\/a> i\u015fleviyle birlikte y\u00f6neltme operat\u00f6r\u00fcn\u00fcn ( <strong>%&gt;%<\/strong> ) nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#add two new variables in mtcars\n<span style=\"color: #000000;\">new_mtcars &lt;- mtcars %&gt;%\n                mutate(mpg2 = mpg*2,\n                       mpg_root = sqrt(mpg))<\/span>\n\n#view first six rows of new data frame\n<span style=\"color: #000000;\">head(new_mtcars)\n\n   mpg cyl disp hp drat wt qsec vs am gear carb mpg2 mpg_root\n1 21.0 6 160 110 3.90 2.620 16.46 0 1 4 4 42.0 4.582576\n2 21.0 6 160 110 3.90 2.875 17.02 0 1 4 4 42.0 4.582576\n3 22.8 4 108 93 3.85 2.320 18.61 1 1 4 1 45.6 4.774935\n4 21.4 6 258 110 3.08 3.215 19.44 1 0 3 1 42.8 4.626013\n5 18.7 8 360 175 3.15 3.440 17.02 0 0 3 2 37.4 4.324350\n6 18.1 6 225 105 2.76 3.460 20.22 1 0 3 1 36.2 4.254409<\/span><\/span><\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Sonu\u00e7tan \u015funu g\u00f6rebiliriz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Yeni <strong>mpg2<\/strong> s\u00fctunu, <strong>mpg<\/strong> s\u00fctunundaki de\u011ferlerin 2 ile \u00e7arp\u0131lmas\u0131n\u0131 i\u00e7erir.<\/span><\/span><\/li>\n<li> <span style=\"color: #000000;\">Yeni <strong>mpg_root<\/strong> s\u00fctunu, <strong>mpg<\/strong> s\u00fctunundaki de\u011ferlerin karek\u00f6k\u00fcn\u00fc i\u00e7erir.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Yine boru operat\u00f6r\u00fcn\u00fcn kodun yorumlanmas\u0131n\u0131 nas\u0131l kolayla\u015ft\u0131rd\u0131\u011f\u0131na dikkat edin.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Temel olarak \u015f\u00f6yle diyor:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>Mtcars<\/strong> veri \u00e7er\u00e7evesini al\u0131n.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\"><strong>mpg2<\/strong> ad\u0131nda yeni bir s\u00fctun ve <strong>mpg_root<\/strong> ad\u0131nda yeni bir s\u00fctun olu\u015fturun.<\/span><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>\u0130lgili:<\/strong> <a href=\"https:\/\/statorials.org\/tr\/r-dplyr-donusumu\/\" target=\"_blank\" rel=\"noopener\">dplyr&#8217;de transmute() i\u015flevi nas\u0131l kullan\u0131l\u0131r?<\/a><\/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\u011fitimlerde R&#8217;deki di\u011fer yayg\u0131n i\u015flevlerin nas\u0131l kullan\u0131laca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/tr\/rye-dogru-tilde\/\" target=\"_blank\" rel=\"noopener\">R&#8217;de Tilde operat\u00f6r\u00fc (~) nas\u0131l kullan\u0131l\u0131r?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/dolar-isareti-r\/\" target=\"_blank\" rel=\"noopener\">R&#8217;de dolar i\u015fareti operat\u00f6r\u00fc ($) nas\u0131l kullan\u0131l\u0131r?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/rde-degil\/\" target=\"_blank\" rel=\"noopener\">R&#8217;de \u201cNOT IN\u201d operat\u00f6r\u00fc nas\u0131l kullan\u0131l\u0131r?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/rdeki-operatorde\/\" target=\"_blank\" rel=\"noopener\">R&#8217;de %in% operat\u00f6r\u00fc nas\u0131l kullan\u0131l\u0131r?<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Bir dizi i\u015flemi birlikte &#8220;ba\u011flamak&#8221; i\u00e7in R&#8217;deki y\u00f6nlendirme operat\u00f6r\u00fcn\u00fc ( %&gt;% ) kullanabilirsiniz. Bu operat\u00f6r en yayg\u0131n olarak R&#8217;deki dplyr paketiyle birlikte bir veri \u00e7er\u00e7evesi \u00fczerinde bir dizi i\u015flem ger\u00e7ekle\u015ftirmek i\u00e7in kullan\u0131l\u0131r. Boru operat\u00f6r\u00fcn\u00fcn temel s\u00f6zdizimi \u015f\u00f6yledir: df %&gt;% do_this_operation %&gt;% then_do_this_operation %&gt;% then_do_this_operation &#8230; Boru operat\u00f6r\u00fc bir i\u015flemin sonu\u00e7lar\u0131n\u0131 bir alt\u0131ndaki sonraki i\u015fleme aktar\u0131r. [&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-3375","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 Boru Operat\u00f6r\u00fc Nas\u0131l Kullan\u0131l\u0131r (\u00d6rneklerle) - Statorials<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde boru operat\u00f6r\u00fcn\u00fcn R&#039;de nas\u0131l kullan\u0131laca\u011f\u0131 \u00e7e\u015fitli \u00f6rneklerle 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\/boru\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R&#039;de Boru Operat\u00f6r\u00fc Nas\u0131l Kullan\u0131l\u0131r (\u00d6rneklerle) - Statorials\" \/>\n<meta property=\"og:description\" content=\"Bu e\u011fitimde boru operat\u00f6r\u00fcn\u00fcn R&#039;de nas\u0131l kullan\u0131laca\u011f\u0131 \u00e7e\u015fitli \u00f6rneklerle a\u00e7\u0131klanmaktad\u0131r.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/tr\/boru\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-17T20:03:23+00:00\" \/>\n<meta name=\"author\" content=\"Dr.benjamin anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Dr.benjamin anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/tr\/boru\/\",\"url\":\"https:\/\/statorials.org\/tr\/boru\/\",\"name\":\"R&#39;de Boru Operat\u00f6r\u00fc Nas\u0131l Kullan\u0131l\u0131r (\u00d6rneklerle) - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/tr\/#website\"},\"datePublished\":\"2023-07-17T20:03:23+00:00\",\"dateModified\":\"2023-07-17T20:03:23+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\"},\"description\":\"Bu e\u011fitimde boru operat\u00f6r\u00fcn\u00fcn R&#39;de nas\u0131l kullan\u0131laca\u011f\u0131 \u00e7e\u015fitli \u00f6rneklerle a\u00e7\u0131klanmaktad\u0131r.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/tr\/boru\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/tr\/boru\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/tr\/boru\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Ev\",\"item\":\"https:\/\/statorials.org\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"R&#39;de boru operat\u00f6r\u00fc nas\u0131l kullan\u0131l\u0131r (\u00f6rneklerle)\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/tr\/#website\",\"url\":\"https:\/\/statorials.org\/tr\/\",\"name\":\"Statorials\",\"description\":\"\u0130statistik okuryazarl\u0131\u011f\u0131 rehberiniz!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/tr\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"tr\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\",\"name\":\"Dr.benjamin anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/tr\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/tr\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"Dr.benjamin anderson\"},\"description\":\"Merhaba, ben Benjamin, emekli bir istatistik profes\u00f6r\u00fc ve Statorials \u00f6\u011fretmenine d\u00f6n\u00fc\u015ft\u00fcm. \u0130statistik alan\u0131ndaki kapsaml\u0131 deneyimim ve uzmanl\u0131\u011f\u0131mla, \u00f6\u011frencilerimi Statorials arac\u0131l\u0131\u011f\u0131yla g\u00fc\u00e7lendirmek i\u00e7in bilgilerimi payla\u015fmaya can at\u0131yorum. 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