{"id":3822,"date":"2023-07-15T08:34:36","date_gmt":"2023-07-15T08:34:36","guid":{"rendered":"https:\/\/statorials.org\/pt\/dplyr-resumir-manter-colunas\/"},"modified":"2023-07-15T08:34:36","modified_gmt":"2023-07-15T08:34:36","slug":"dplyr-resumir-manter-colunas","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/dplyr-resumir-manter-colunas\/","title":{"rendered":"Dplyr: como resumir dados, mas manter todas as colunas"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Ao usar a fun\u00e7\u00e3o <strong>summarise()<\/strong> em <a href=\"https:\/\/dplyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">dplyr<\/a> , quaisquer vari\u00e1veis n\u00e3o inclu\u00eddas nas fun\u00e7\u00f5es <strong>summarise()<\/strong> ou <strong>group_by()<\/strong> ser\u00e3o automaticamente removidas.<\/span><\/p>\n<p> <span style=\"color: #000000;\">No entanto, voc\u00ea pode usar a fun\u00e7\u00e3o <strong>mutate()<\/strong> para resumir os dados enquanto ret\u00e9m todas as colunas no quadro de dados.<\/span><\/p>\n<p> <span style=\"color: #000000;\">O exemplo a seguir mostra como usar esta fun\u00e7\u00e3o na pr\u00e1tica.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Exemplo: resumir os dados, mas manter todas as colunas usando dplyr<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Suponha que temos o seguinte quadro de dados contendo informa\u00e7\u00f5es sobre v\u00e1rios jogadores de basquete:<\/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=rep(c(' <span style=\"color: #ff0000;\">A<\/span> ', ' <span style=\"color: #ff0000;\">B<\/span> ', ' <span style=\"color: #ff0000;\">C<\/span> '), each= <span style=\"color: #008000;\">3<\/span> ),\n                 points=c(4, 9, 8, 12, 15, 14, 29, 30, 22),\n                 assists=c(3, 3, 2, 5, 8, 10, 4, 5, 12))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  team points assists\n1 to 4 3\n2 to 9 3\n3 to 8 2\n4 B 12 5\n5 B 15 8\n6 B 14 10\n7 C 29 4\n8 C 30 5\n9 C 22 12<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Podemos usar a seguinte sintaxe para resumir a m\u00e9dia <strong>de pontos<\/strong> marcados por <strong>equipe<\/strong> :<\/span><\/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)<\/span>\n\n<\/span><span style=\"color: #008080;\">#summarize mean points values by team\n<\/span>df %&gt;%\n  group_by(team) %&gt;%\n  summarize(mean_pts = mean(points))\n\n# A tibble: 3 x 2\n  team mean_pts\n      \n1 to 7  \n2 B 13.7\n3 C 27\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">A coluna chamada <strong>Mean_pts<\/strong> exibe a m\u00e9dia de pontos marcados por cada equipe.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Pelo resultado podemos ver:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">A m\u00e9dia de pontos marcados pelos jogadores da equipe A \u00e9 <strong>7<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">A m\u00e9dia de pontos marcados pelos jogadores da equipe B \u00e9 de <strong>13,7<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">A m\u00e9dia de pontos marcados pelos jogadores da equipe C \u00e9 de <strong>27<\/strong> .<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">No entanto, digamos que queremos manter todas as outras colunas do quadro de dados original.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Podemos usar a seguinte sintaxe com a fun\u00e7\u00e3o <strong>mutate()<\/strong> para fazer isso:<\/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)<\/span>\n\n<\/span><span style=\"color: #008080;\">#summarize mean points values by team and keep all columns\n<\/span>df %&gt;%\n  group_by(team) %&gt;%\n  mutate(mean_pts = mean(points)) %&gt;%\n  A group()\n\n# A tibble: 9 x 4\n  team points assists mean_pts\n           \n1 to 4 3 7  \n2 to 9 3 7  \n3 to 8 2 7  \n4 B 12 5 13.7\n5 B 15 8 13.7\n6 B 14 10 13.7\n7 C 29 4 27  \n8 C 30 5 27  \n9 C 22 12 27\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Usando a fun\u00e7\u00e3o <strong>mutate()<\/strong> , podemos criar uma nova coluna chamada <strong>Mean_pts<\/strong> que resume a m\u00e9dia de pontos marcados por equipe, mantendo todas as outras colunas do quadro de dados original.<\/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 tarefas comuns no dplyr:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/pt\/dplyr-mudo-se-contiver\/\" target=\"_blank\" rel=\"noopener\">dplyr: Como alterar uma vari\u00e1vel se a coluna contiver uma string<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/fator-de-mutacao-dplyr\/\" target=\"_blank\" rel=\"noopener\">dplyr: Como alterar os n\u00edveis dos fatores usando mutate()<\/a><br \/><a href=\"https:\/\/statorials.org\/pt\/soma-dplyr-em-multiplas-colunas\/\" target=\"_blank\" rel=\"noopener\">dplyr: Como adicionar m\u00faltiplas colunas<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ao usar a fun\u00e7\u00e3o summarise() em dplyr , quaisquer vari\u00e1veis n\u00e3o inclu\u00eddas nas fun\u00e7\u00f5es summarise() ou group_by() ser\u00e3o automaticamente removidas. No entanto, voc\u00ea pode usar a fun\u00e7\u00e3o mutate() para resumir os dados enquanto ret\u00e9m todas as colunas no quadro de dados. O exemplo a seguir mostra como usar esta fun\u00e7\u00e3o na pr\u00e1tica. Exemplo: resumir os [&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-3822","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>dplyr: Como resumir dados, mas manter todas as colunas - Estatoriais<\/title>\n<meta name=\"description\" content=\"Este tutorial explica como resumir dados usando dplyr mantendo todas as outras colunas, incluindo um exemplo.\" \/>\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-resumir-manter-colunas\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"dplyr: Como resumir dados, mas manter todas as colunas - Estatoriais\" \/>\n<meta property=\"og:description\" content=\"Este tutorial explica como resumir dados usando dplyr mantendo todas as outras colunas, incluindo um exemplo.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pt\/dplyr-resumir-manter-colunas\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-15T08:34:36+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=\"2 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/pt\/dplyr-resumir-manter-colunas\/\",\"url\":\"https:\/\/statorials.org\/pt\/dplyr-resumir-manter-colunas\/\",\"name\":\"dplyr: Como resumir dados, mas manter todas as colunas - Estatoriais\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pt\/#website\"},\"datePublished\":\"2023-07-15T08:34:36+00:00\",\"dateModified\":\"2023-07-15T08:34:36+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\"},\"description\":\"Este tutorial explica como resumir dados usando dplyr mantendo todas as outras colunas, incluindo um exemplo.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pt\/dplyr-resumir-manter-colunas\/#breadcrumb\"},\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pt\/dplyr-resumir-manter-colunas\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pt\/dplyr-resumir-manter-colunas\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Lar\",\"item\":\"https:\/\/statorials.org\/pt\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Dplyr: como resumir dados, mas manter todas as colunas\"}]},{\"@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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