{"id":1905,"date":"2023-07-24T12:32:30","date_gmt":"2023-07-24T12:32:30","guid":{"rendered":"https:\/\/statorials.org\/pl\/lapply-kontra-sapply\/"},"modified":"2023-07-24T12:32:30","modified_gmt":"2023-07-24T12:32:30","slug":"lapply-kontra-sapply","status":"publish","type":"post","link":"https:\/\/statorials.org\/pl\/lapply-kontra-sapply\/","title":{"rendered":"Lapply vs sapply w r: jaka jest r\u00f3\u017cnica?"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Funkcji <strong>lapply()<\/strong> w R mo\u017cna u\u017cy\u0107 do zastosowania funkcji do ka\u017cdego elementu listy, wektora lub ramki danych i uzyskania odpowiedniej <strong>listy<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">Funkcji <strong>sapply()<\/strong> mo\u017cna tak\u017ce u\u017cy\u0107 do zastosowania funkcji do ka\u017cdego elementu listy, wektora lub ramki danych, ale w rezultacie zwraca ona <strong>wektor<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">Poni\u017csze przyk\u0142ady pokazuj\u0105, jak u\u017cywa\u0107 ka\u017cdej z tych funkcji w j\u0119zyku R.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Przyk\u0142ad: Jak u\u017cywa\u0107 Apply() w R<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Poni\u017cszy kod pokazuje, jak u\u017cywa\u0107 funkcji <strong>lapply()<\/strong> do pomno\u017cenia ka\u017cdej warto\u015bci w ka\u017cdej kolumnie ramki danych przez 2:<\/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> (x=c(1, 2, 2, 3, 5),\n                 y=c(4, 4, 6, 7, 8),\n                 z=c(7, 7, 9, 9, 9))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  X Y Z\n1 1 4 7\n2 2 4 7\n3 2 6 9\n4 3 7 9\n5 5 8 9\n\n<span style=\"color: #008080;\">#multiply each value in each column by 2\n<\/span>lapply(df, <span style=\"color: #008000;\">function<\/span> (df) df*2)\n\n$x\n[1] 2 4 4 6 10\n\n$y\n[1] 8 8 12 14 16\n\n$z\n[1] 14 14 18 18 18<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Pami\u0119taj, \u017ce wynikiem jest lista.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Przyk\u0142ad: Jak u\u017cywa\u0107 sapply() w R<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Poni\u017cszy kod pokazuje, jak u\u017cywa\u0107 funkcji <strong>sapply()<\/strong> do pomno\u017cenia ka\u017cdej warto\u015bci w ka\u017cdej kolumnie ramki danych przez 2:<\/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> (x=c(1, 2, 2, 3, 5),\n                 y=c(4, 4, 6, 7, 8),\n                 z=c(7, 7, 9, 9, 9))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  X Y Z\n1 1 4 7\n2 2 4 7\n3 2 6 9\n4 3 7 9\n5 5 8 9\n\n<span style=\"color: #008080;\">#multiply each value in each column by 2\n<\/span>sapply(df, <span style=\"color: #008000;\">function<\/span> (df) df*2)\n\n      X Y Z\n[1,] 2 8 14\n[2,] 4 8 14\n[3,] 4 12 18\n[4,] 6 14 18\n[5,] 10 16 18<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Nale\u017cy pami\u0119ta\u0107, \u017ce wynikiem jest macierz wektorowa.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Pami\u0119taj, \u017ce mo\u017cesz u\u017cy\u0107 <strong>funkcji as.data.frame()<\/strong> do zwr\u00f3cenia ramki danych zamiast macierzy:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#multiply each value in each column by 2 and return a data frame\n<\/span>as. <span style=\"color: #3366ff;\">data<\/span> . <span style=\"color: #3366ff;\">frame<\/span> (sapply(df, <span style=\"color: #008000;\">function<\/span> (df) df*2))\n\n   X Y Z\n1 2 8 14\n2 4 8 14\n3 4 12 18\n4 6 14 18\n5 10 16 18<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Kiedy u\u017cywa\u0107 lapply() lub sapply()<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">W 99% przypadk\u00f3w u\u017cyjesz <strong>sapply()<\/strong> , poniewa\u017c bardziej sensowne jest zwr\u00f3cenie wektora lub macierzy.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Jednak w rzadkich przypadkach mo\u017ce by\u0107 konieczne u\u017cycie <strong>funkcji lapply(),<\/strong> je\u015bli chcesz, aby wynikiem by\u0142a lista.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Zauwa\u017c, \u017ce <strong>sapply()<\/strong> i <strong>lappy()<\/strong> wykonuj\u0105 te same operacje na wektorze, macierzy lub ramce danych. Jedyna r\u00f3\u017cnica dotyczy klasy zwracanego obiektu.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Dodatkowe zasoby<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/pl\/r-zastosuj-funkcje-do-kazdej-linii\/\" target=\"_blank\" rel=\"noopener\">Jak zastosowa\u0107 funkcj\u0119 do ka\u017cdego wiersza ramki danych w R<\/a><br \/> <a href=\"https:\/\/statorials.org\/pl\/funkcja-colsums-w-r\/\" target=\"_blank\" rel=\"noopener\">Jak korzysta\u0107 z funkcji colSums() w R<\/a><br \/> <a href=\"https:\/\/statorials.org\/pl\/funkcja-rowsums-w-r\/\" target=\"_blank\" rel=\"noopener\">Jak korzysta\u0107 z funkcji rowSums() w R<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Funkcji lapply() w R mo\u017cna u\u017cy\u0107 do zastosowania funkcji do ka\u017cdego elementu listy, wektora lub ramki danych i uzyskania odpowiedniej listy . Funkcji sapply() mo\u017cna tak\u017ce u\u017cy\u0107 do zastosowania funkcji do ka\u017cdego elementu listy, wektora lub ramki danych, ale w rezultacie zwraca ona wektor . Poni\u017csze przyk\u0142ady pokazuj\u0105, jak u\u017cywa\u0107 ka\u017cdej z tych funkcji w [&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-1905","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>lapply vs sapply w R: jaka jest r\u00f3\u017cnica? - Statologia<\/title>\n<meta name=\"description\" content=\"W tym samouczku wyja\u015bniono r\u00f3\u017cnic\u0119 mi\u0119dzy funkcjami lapply() i sapply() w j\u0119zyku R, podaj\u0105c 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\/lapply-kontra-sapply\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"lapply vs sapply w R: jaka jest r\u00f3\u017cnica? - Statologia\" \/>\n<meta property=\"og:description\" content=\"W tym samouczku wyja\u015bniono r\u00f3\u017cnic\u0119 mi\u0119dzy funkcjami lapply() i sapply() w j\u0119zyku R, podaj\u0105c kilka przyk\u0142ad\u00f3w.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pl\/lapply-kontra-sapply\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-24T12:32:30+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=\"2 minuty\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/pl\/lapply-kontra-sapply\/\",\"url\":\"https:\/\/statorials.org\/pl\/lapply-kontra-sapply\/\",\"name\":\"lapply vs sapply w R: jaka jest r\u00f3\u017cnica? - Statologia\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pl\/#website\"},\"datePublished\":\"2023-07-24T12:32:30+00:00\",\"dateModified\":\"2023-07-24T12:32:30+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965\"},\"description\":\"W tym samouczku wyja\u015bniono r\u00f3\u017cnic\u0119 mi\u0119dzy funkcjami lapply() i sapply() w j\u0119zyku R, podaj\u0105c kilka przyk\u0142ad\u00f3w.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pl\/lapply-kontra-sapply\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pl\/lapply-kontra-sapply\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pl\/lapply-kontra-sapply\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Dom\",\"item\":\"https:\/\/statorials.org\/pl\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Lapply vs sapply w r: jaka jest r\u00f3\u017cnica?\"}]},{\"@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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