{"id":4159,"date":"2023-07-13T05:05:24","date_gmt":"2023-07-13T05:05:24","guid":{"rendered":"https:\/\/statorials.org\/pt\/dplyr-converte-multiplas-colunas-em-fator\/"},"modified":"2023-07-13T05:05:24","modified_gmt":"2023-07-13T05:05:24","slug":"dplyr-converte-multiplas-colunas-em-fator","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/dplyr-converte-multiplas-colunas-em-fator\/","title":{"rendered":"Como converter m\u00faltiplas colunas em fator usando dplyr"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Voc\u00ea pode usar os seguintes m\u00e9todos para converter v\u00e1rias colunas em fator usando fun\u00e7\u00f5es no pacote <a href=\"https:\/\/dplyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">dplyr<\/a> :<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>M\u00e9todo 1: converter colunas espec\u00edficas em fator<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (dplyr) \n\ndf %&gt;% mutate_at(c(' <span style=\"color: #ff0000;\">col1<\/span> ', ' <span style=\"color: #ff0000;\">col2<\/span> '), as. <span style=\"color: #3366ff;\">factor<\/span> )\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>M\u00e9todo 2: converter todas as colunas de caracteres em fator<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (dplyr)\n\ndf %&gt;% mutate_if(is. <span style=\"color: #3366ff;\">character<\/span> , as. <span style=\"color: #3366ff;\">factor<\/span> )<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Os exemplos a seguir mostram como usar cada m\u00e9todo na pr\u00e1tica.<\/span> <strong>&nbsp;<\/strong><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Exemplo 1: Converter colunas espec\u00edficas em fator<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Suponha que temos o seguinte quadro de dados em R:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (team=c('A', 'A', 'A', 'B', 'B', 'C', 'C', 'D'),\n                 position=c('G', 'G', 'F', 'F', 'G', 'G', 'F', 'F'),\n                 starter=c('Y', 'Y', 'Y', 'N', 'N', 'Y', 'N', 'N'),\n                 points=c(12, 24, 25, 35, 30, 14, 19, 11))\n\n<span style=\"color: #008080;\">#view structure of data frame\n<\/span>str(df)\n\n'data.frame': 8 obs. of 4 variables:\n $ team: chr \"A\" \"A\" \"A\" \"B\" ...\n $position: chr \"G\" \"G\" \"F\" \"F\" ...\n $ starter: chr \"Y\" \"Y\" \"Y\" \"N\" ...\n $ points: num 12 24 25 35 30 14 19 11<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Podemos ver que as colunas <strong>equipe<\/strong> , <strong>posi\u00e7\u00e3o<\/strong> e <strong>inicial<\/strong> s\u00e3o caracteres enquanto a coluna de <strong>pontos<\/strong> \u00e9 num\u00e9rica.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Para converter apenas as colunas <b>equipe<\/b> e <b>posi\u00e7\u00e3o<\/b> em fatores, podemos usar a seguinte sintaxe:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (dplyr) \n\n<span style=\"color: #008080;\">#convert team and position columns to factor\n<\/span>df &lt;- df %&gt;% mutate_at(c(' <span style=\"color: #ff0000;\">team<\/span> ', ' <span style=\"color: #ff0000;\">position<\/span> '), as. <span style=\"color: #3366ff;\">factor<\/span> )\n\n<span style=\"color: #008080;\">#view structure of updated data frame<\/span>\nstr(df)\n\n'data.frame': 8 obs. of 4 variables:\n $ team: Factor w\/ 4 levels \"A\",\"B\",\"C\",\"D\": 1 1 1 2 2 3 3 4\n $ position: Factor w\/ 2 levels \"F\",\"G\": 2 2 1 1 2 2 1 1\n $ starter: chr \"Y\" \"Y\" \"Y\" \"N\" ...\n $ points: num 12 24 25 35 30 14 19 11\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Podemos ver que as colunas <b>equipe<\/b> e <b>posi\u00e7\u00e3o<\/b> agora s\u00e3o fatores.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Exemplo 2: Converter todas as colunas de caracteres em fator<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Suponha que temos o seguinte quadro de dados em R:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (team=c('A', 'A', 'A', 'B', 'B', 'C', 'C', 'D'),\n                 position=c('G', 'G', 'F', 'F', 'G', 'G', 'F', 'F'),\n                 starter=c('Y', 'Y', 'Y', 'N', 'N', 'Y', 'N', 'N'),\n                 points=c(12, 24, 25, 35, 30, 14, 19, 11))\n\n<span style=\"color: #008080;\">#view structure of data frame\n<\/span>str(df)\n\n'data.frame': 8 obs. of 4 variables:\n $ team: chr \"A\" \"A\" \"A\" \"B\" ...\n $position: chr \"G\" \"G\" \"F\" \"F\" ...\n $ starter: chr \"Y\" \"Y\" \"Y\" \"N\" ...\n $ points: num 12 24 25 35 30 14 19 11<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Podemos ver que tr\u00eas das colunas no quadro de dados s\u00e3o colunas de caracteres.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Para converter todas as colunas de caracteres em fatores, podemos usar a seguinte sintaxe:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (dplyr) \n\n<span style=\"color: #008080;\">#convert all character columns to factor\n<\/span>df &lt;- df %&gt;% mutate_if(is. <span style=\"color: #3366ff;\">character<\/span> , as. <span style=\"color: #3366ff;\">factor<\/span> )\n\n<span style=\"color: #008080;\">#view structure of updated data frame<\/span>\nstr(df)\n\n'data.frame': 8 obs. of 4 variables:\n $ team: Factor w\/ 4 levels \"A\",\"B\",\"C\",\"D\": 1 1 1 2 2 3 3 4\n $ position: Factor w\/ 2 levels \"F\",\"G\": 2 2 1 1 2 2 1 1\n $ starter: Factor w\/ 2 levels \"N\",\"Y\": 2 2 2 1 1 2 1 1\n $ points: num 12 24 25 35 30 14 19 11\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Podemos ver que todas as colunas de caracteres agora s\u00e3o fatores.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Nota<\/strong> : Consulte a <a href=\"https:\/\/dplyr.tidyverse.org\/reference\/mutate_all.html\" target=\"_blank\" rel=\"noopener\">p\u00e1gina de documenta\u00e7\u00e3o do dplyr<\/a> para uma explica\u00e7\u00e3o completa das fun\u00e7\u00f5es <strong>mutate_at<\/strong> e <strong>mutate_if<\/strong> .<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Recursos adicionais<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Os tutoriais a seguir explicam como realizar outras opera\u00e7\u00f5es comuns em R:<\/span><\/p>\n<p> Como converter m\u00faltiplas colunas em num\u00e9rico usando dplyr<br \/> <a href=\"https:\/\/statorials.org\/pt\/fatorar-numericamente-em-r\/\" target=\"_blank\" rel=\"noopener\">Como converter um fator em num\u00e9rico em R<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/r-converter-data-em-numerico\/\" target=\"_blank\" rel=\"noopener\">Como converter uma data em num\u00e9rico em R<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Voc\u00ea pode usar os seguintes m\u00e9todos para converter v\u00e1rias colunas em fator usando fun\u00e7\u00f5es no pacote dplyr : M\u00e9todo 1: converter colunas espec\u00edficas em fator library (dplyr) df %&gt;% mutate_at(c(&#8216; col1 &#8216;, &#8216; col2 &#8216;), as. factor ) M\u00e9todo 2: converter todas as colunas de caracteres em fator library (dplyr) df %&gt;% mutate_if(is. character , [&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-4159","post","type-post","status-publish","format-standard","hentry","category-guia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Como converter m\u00faltiplas colunas em fator usando dplyr - Statology<\/title>\n<meta name=\"description\" content=\"Este tutorial explica como converter m\u00faltiplas colunas em fator usando o pacote dplyr em R, incluindo exemplos.\" \/>\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\/pt\/dplyr-converte-multiplas-colunas-em-fator\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Como converter m\u00faltiplas colunas em fator usando dplyr - Statology\" \/>\n<meta property=\"og:description\" content=\"Este tutorial explica como converter m\u00faltiplas colunas em fator usando o pacote dplyr em R, incluindo exemplos.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pt\/dplyr-converte-multiplas-colunas-em-fator\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-13T05:05:24+00:00\" \/>\n<meta name=\"author\" content=\"Dr. benjamim anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"Dr. benjamim anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tempo estimado de leitura\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/pt\/dplyr-converte-multiplas-colunas-em-fator\/\",\"url\":\"https:\/\/statorials.org\/pt\/dplyr-converte-multiplas-colunas-em-fator\/\",\"name\":\"Como converter m\u00faltiplas colunas em fator usando dplyr - Statology\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pt\/#website\"},\"datePublished\":\"2023-07-13T05:05:24+00:00\",\"dateModified\":\"2023-07-13T05:05:24+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\"},\"description\":\"Este tutorial explica como converter m\u00faltiplas colunas em fator usando o pacote dplyr em R, incluindo exemplos.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pt\/dplyr-converte-multiplas-colunas-em-fator\/#breadcrumb\"},\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pt\/dplyr-converte-multiplas-colunas-em-fator\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pt\/dplyr-converte-multiplas-colunas-em-fator\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Lar\",\"item\":\"https:\/\/statorials.org\/pt\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Como converter m\u00faltiplas colunas em fator usando dplyr\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/pt\/#website\",\"url\":\"https:\/\/statorials.org\/pt\/\",\"name\":\"Statorials\",\"description\":\"O seu guia para a literacia estat\u00edstica!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/pt\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"pt-PT\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\",\"name\":\"Dr. benjamim anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-PT\",\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/pt\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/pt\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"Dr. benjamim anderson\"},\"description\":\"Ol\u00e1, sou Benjamin, um professor aposentado de estat\u00edstica que se tornou professor dedicado na Statorials. 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