{"id":3906,"date":"2023-07-14T20:28:36","date_gmt":"2023-07-14T20:28:36","guid":{"rendered":"https:\/\/statorials.org\/tr\/r-kopyalari-kaldir-hayir-birak\/"},"modified":"2023-07-14T20:28:36","modified_gmt":"2023-07-14T20:28:36","slug":"r-kopyalari-kaldir-hayir-birak","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/r-kopyalari-kaldir-hayir-birak\/","title":{"rendered":"R&#39;de yinelenen sat\u0131rlar nas\u0131l kald\u0131r\u0131l\u0131r, b\u00f6ylece hi\u00e7bir \u015fey kalmaz"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Ortaya \u00e7\u0131kan veri \u00e7er\u00e7evesinde <strong>hi\u00e7birinin<\/strong> kalmamas\u0131 i\u00e7in bir veri \u00e7er\u00e7evesinden yinelenen sat\u0131rlar\u0131 kald\u0131rmak i\u00e7in R&#8217;de a\u015fa\u011f\u0131daki y\u00f6ntemleri kullanabilirsiniz:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Y\u00f6ntem 1: Base R&#8217;yi kullan\u0131n<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>new_df &lt;- df[ <span style=\"color: #800080;\">!<\/span> (duplicated(df) | duplicated(df, fromLast= <span style=\"color: #008000;\">TRUE<\/span> )), ]\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Y\u00f6ntem 2: dplyr&#8217;\u0131 kullan\u0131n<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (dplyr)\n\nnew_df &lt;- df %&gt;%\n          group_by(across(everything())) %&gt;%\n          filter(n() <span style=\"color: #800080;\">==<\/span> <span style=\"color: #008000;\">1<\/span> )\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnekler, her y\u00f6ntemin pratikte a\u015fa\u011f\u0131daki veri \u00e7er\u00e7evesiyle 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;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (team=c('A', 'A', 'A', 'A', 'B', 'B', 'B', 'B'),\n                 points=c(20, 20, 28, 14, 13, 18, 27, 13))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  team points\n1 to 20\n2 to 20\n3 to 28\n4 to 14\n5 B 13\n6 B 18\n7 B 27\n8 B 13<\/strong><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>\u00d6rnek 1: Temel R&#8217;yi kullan\u0131n<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, yinelenen sat\u0131rlar\u0131 veri \u00e7er\u00e7evesinden kald\u0131rmak ve b\u00f6ylece hi\u00e7bir sat\u0131r kalmamas\u0131n\u0131 sa\u011flamak i\u00e7in R taban i\u015flevlerinin 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 new data frame that removes duplicates so none are left\n<\/span>new_df &lt;- df[ <span style=\"color: #800080;\">!<\/span> (duplicated(df) | duplicated(df, fromLast= <span style=\"color: #008000;\">TRUE<\/span> )), ]\n\n<span style=\"color: #008080;\">#view new data frame\n<\/span>new_df\n\n  team points\n3 to 28\n4 to 14\n6 B 18\n7 B 27<\/span><\/span>\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Yinelenen sat\u0131rlar\u0131n her birinin veri \u00e7er\u00e7evesinden kald\u0131r\u0131ld\u0131\u011f\u0131n\u0131 ve yinelenenlerin hi\u00e7birinin tutulmad\u0131\u011f\u0131n\u0131 unutmay\u0131n.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u00d6rnek 2: dplyr kullanma<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, yinelenen sat\u0131rlar\u0131 veri \u00e7er\u00e7evesinden kald\u0131rmak ve hi\u00e7birinin kalmamas\u0131n\u0131 sa\u011flamak i\u00e7in R&#8217;deki <strong>dplyr<\/strong> paketindeki i\u015flevlerin 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: #008000;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#create new data frame that removes duplicates so none are left\n<\/span>new_df &lt;- df %&gt;%\n          group_by(across(everything())) %&gt;%\n          filter(n() <span style=\"color: #800080;\">==<\/span> <span style=\"color: #008000;\">1<\/span> )\n\n<span style=\"color: #008080;\">#view new data frame\n<\/span>new_df\n\n# A tibble: 4 x 2\n# Groups: team, points [4]\n  team points\n    \n1 to 28\n2 to 14\n3 B 18\n4 B 27<\/span><\/span>\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Yinelenen sat\u0131rlar\u0131n her birinin veri \u00e7er\u00e7evesinden kald\u0131r\u0131ld\u0131\u011f\u0131n\u0131 ve yinelenenlerin hi\u00e7birinin tutulmad\u0131\u011f\u0131n\u0131 unutmay\u0131n.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Ayr\u0131ca bunun \u00f6nceki y\u00f6ntemle ayn\u0131 sonucu verdi\u011fini unutmay\u0131n.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Not<\/strong> : A\u015f\u0131r\u0131 b\u00fcy\u00fck veri \u00e7er\u00e7eveleri i\u00e7in dplyr y\u00f6ntemi temel R y\u00f6nteminden daha h\u0131zl\u0131 olacakt\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\u011fitimlerde R&#8217;de di\u011fer ortak i\u015flevlerin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi a\u00e7\u0131klanmaktad\u0131r:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/tr\/r-veri-cercevesinden-satirlarin-silinmesi-icin-kosul\/\" target=\"_blank\" rel=\"noopener\">Ko\u015fula ba\u011fl\u0131 olarak R&#8217;deki sat\u0131rlar nas\u0131l silinir<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/r-bir-sutunda-na-bulunan-satirlari-kaldirin\/\" target=\"_blank\" rel=\"noopener\">R&#8217;de belirli bir s\u00fctunda NA bulunan sat\u0131rlar nas\u0131l silinir<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ortaya \u00e7\u0131kan veri \u00e7er\u00e7evesinde hi\u00e7birinin kalmamas\u0131 i\u00e7in bir veri \u00e7er\u00e7evesinden yinelenen sat\u0131rlar\u0131 kald\u0131rmak i\u00e7in R&#8217;de a\u015fa\u011f\u0131daki y\u00f6ntemleri kullanabilirsiniz: Y\u00f6ntem 1: Base R&#8217;yi kullan\u0131n new_df &lt;- df[ ! (duplicated(df) | duplicated(df, fromLast= TRUE )), ] Y\u00f6ntem 2: dplyr&#8217;\u0131 kullan\u0131n library (dplyr) new_df &lt;- df %&gt;% group_by(across(everything())) %&gt;% filter(n() == 1 ) A\u015fa\u011f\u0131daki \u00f6rnekler, her y\u00f6ntemin pratikte [&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-3906","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 yinelenen sat\u0131rlar nas\u0131l kald\u0131r\u0131l\u0131r, b\u00f6ylece hi\u00e7bir sat\u0131r kalmaz - Statorials<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde, R&#039;deki bir veri \u00e7er\u00e7evesinden yinelenen sat\u0131rlar\u0131n nas\u0131l kald\u0131r\u0131laca\u011f\u0131 ve hi\u00e7birinin kalmamas\u0131 i\u00e7in 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\/r-kopyalari-kaldir-hayir-birak\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R&#039;de yinelenen sat\u0131rlar nas\u0131l kald\u0131r\u0131l\u0131r, b\u00f6ylece hi\u00e7bir sat\u0131r kalmaz - 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