{"id":1083,"date":"2023-07-27T17:28:48","date_gmt":"2023-07-27T17:28:48","guid":{"rendered":"https:\/\/statorials.org\/pl\/r-zapetl-kolumny-ramki-danych\/"},"modified":"2023-07-27T17:28:48","modified_gmt":"2023-07-27T17:28:48","slug":"r-zapetl-kolumny-ramki-danych","status":"publish","type":"post","link":"https:\/\/statorials.org\/pl\/r-zapetl-kolumny-ramki-danych\/","title":{"rendered":"Jak iterowa\u0107 po nazwach kolumn w r (z przyk\u0142adami)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Cz\u0119sto mo\u017cesz chcie\u0107 iterowa\u0107 po nazwach kolumn ramki danych w R i wykonywa\u0107 okre\u015blone operacje na ka\u017cdej kolumnie. Mo\u017cna to zrobi\u0107 na dwa typowe sposoby:<br \/><\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Metoda 1: U\u017cyj p\u0119tli For<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>for (i <span style=\"color: #008000;\">in<\/span> colnames(df)){\n   <span style=\"color: #800080;\">some operation<\/span>\n}\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Metoda 2: U\u017cyj sapply()<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>sapply(df, <span style=\"color: #800080;\">some operation<\/span> )<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">W tym samouczku przedstawiono przyk\u0142ad wykorzystania ka\u017cdej z tych metod w praktyce.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Metoda 1: U\u017cyj p\u0119tli For<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Poni\u017cszy kod pokazuje, jak przegl\u0105da\u0107 nazwy kolumn ramki danych za pomoc\u0105 <strong>p\u0119tli for<\/strong> i wy\u015bwietla\u0107 \u015bredni\u0105 warto\u015b\u0107 ka\u017cdej kolumny:<\/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, 3, 3, 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;\">#view data frame<\/span>\ndf\n\n  var1 var2 var3 var4\n1 1 7 3 1\n2 3 7 3 1\n3 3 8 6 2\n4 4 3 6 8\n5 5 2 8 9\n\n<span style=\"color: #008080;\">#loop through each column and print mean of column<\/span>\nfor (i <span style=\"color: #008000;\">in<\/span> colnames(df)){\n    print( <span style=\"color: #3366ff;\">mean<\/span> (df[[i]]))\n}\n\n[1] 3.2\n[1] 5.4\n[1] 5.2\n[1] 4.2\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Metoda 2: U\u017cyj sapply()<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Poni\u017cszy kod pokazuje, jak iterowa\u0107 po nazwach kolumn ramki danych za pomoc\u0105 <strong>sapply()<\/strong> i wy\u015bwietla\u0107 \u015bredni\u0105 warto\u015b\u0107 ka\u017cdej kolumny:<\/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, 3, 3, 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;\">#view data frame<\/span>\ndf\n\n  var1 var2 var3 var4\n1 1 7 3 1\n2 3 7 3 1\n3 3 8 6 2\n4 4 3 6 8\n5 5 2 8 9\n\n<span style=\"color: #008080;\">#loop through each column and print mean of column<\/span>\nsapply(df, <span style=\"color: #3366ff;\">mean<\/span> )\n\nvar1 var2 var3 var4 \n 3.2 5.4 5.2 4.2<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Nale\u017cy pami\u0119ta\u0107, \u017ce obie metody zwracaj\u0105 identyczne wyniki.<\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">Powi\u0105zane:<\/span><\/strong> <a href=\"https:\/\/statorials.org\/pl\/przewodnik-dotyczacy-stosowania-lapply-sapply-i-tapply-w-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">Przewodnik po Apply(), lapply(), sapply() i tapply() w R<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Cz\u0119sto mo\u017cesz chcie\u0107 iterowa\u0107 po nazwach kolumn ramki danych w R i wykonywa\u0107 okre\u015blone operacje na ka\u017cdej kolumnie. Mo\u017cna to zrobi\u0107 na dwa typowe sposoby: Metoda 1: U\u017cyj p\u0119tli For for (i in colnames(df)){ some operation } Metoda 2: U\u017cyj sapply() sapply(df, some operation ) W tym samouczku przedstawiono przyk\u0142ad wykorzystania ka\u017cdej z tych metod [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-1083","post","type-post","status-publish","format-standard","hentry","category-przewodnik"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Jak iterowa\u0107 po nazwach kolumn w R (z przyk\u0142adami)<\/title>\n<meta name=\"description\" content=\"Ten samouczek wyja\u015bnia, jak czyta\u0107 tylko wybrane kolumny z pliku CSV w R i zawiera kilka przyk\u0142ad\u00f3w.\" \/>\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\/pl\/r-zapetl-kolumny-ramki-danych\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Jak iterowa\u0107 po nazwach kolumn w R (z przyk\u0142adami)\" \/>\n<meta property=\"og:description\" content=\"Ten samouczek wyja\u015bnia, jak czyta\u0107 tylko wybrane kolumny z pliku CSV w R i zawiera kilka przyk\u0142ad\u00f3w.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pl\/r-zapetl-kolumny-ramki-danych\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-27T17:28:48+00:00\" \/>\n<meta name=\"author\" content=\"Benjamin Anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Napisane przez\" \/>\n\t<meta name=\"twitter:data1\" content=\"Benjamin Anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Szacowany czas czytania\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minuta\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/pl\/r-zapetl-kolumny-ramki-danych\/\",\"url\":\"https:\/\/statorials.org\/pl\/r-zapetl-kolumny-ramki-danych\/\",\"name\":\"Jak iterowa\u0107 po nazwach kolumn w R (z przyk\u0142adami)\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pl\/#website\"},\"datePublished\":\"2023-07-27T17:28:48+00:00\",\"dateModified\":\"2023-07-27T17:28:48+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965\"},\"description\":\"Ten samouczek wyja\u015bnia, jak czyta\u0107 tylko wybrane kolumny z pliku CSV w R i zawiera kilka przyk\u0142ad\u00f3w.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pl\/r-zapetl-kolumny-ramki-danych\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pl\/r-zapetl-kolumny-ramki-danych\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pl\/r-zapetl-kolumny-ramki-danych\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Dom\",\"item\":\"https:\/\/statorials.org\/pl\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Jak iterowa\u0107 po nazwach kolumn w r (z przyk\u0142adami)\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/pl\/#website\",\"url\":\"https:\/\/statorials.org\/pl\/\",\"name\":\"Statorials\",\"description\":\"Tw\u00f3j przewodnik po kompetencjach statystycznych!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/pl\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"pl-PL\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965\",\"name\":\"Benjamin Anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pl-PL\",\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/pl\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/pl\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg\",\"caption\":\"Benjamin Anderson\"},\"description\":\"Cze\u015b\u0107, jestem Benjamin i jestem emerytowanym profesorem statystyki, kt\u00f3ry zosta\u0142 oddanym nauczycielem Statorials. 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