{"id":2331,"date":"2023-07-22T17:54:13","date_gmt":"2023-07-22T17:54:13","guid":{"rendered":"https:\/\/statorials.org\/pt\/agregado-r\/"},"modified":"2023-07-22T17:54:13","modified_gmt":"2023-07-22T17:54:13","slug":"agregado-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/agregado-r\/","title":{"rendered":"O guia completo: como usar a fun\u00e7\u00e3o aggregate() em r"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">A fun\u00e7\u00e3o <strong>Aggregate()<\/strong> em R pode ser usada para calcular estat\u00edsticas resumidas para um conjunto de dados.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Esta fun\u00e7\u00e3o usa a seguinte sintaxe b\u00e1sica:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>agregado (x, por, FUN)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Ouro:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x<\/strong> : Uma vari\u00e1vel para agregar<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>by<\/strong> : Uma lista de vari\u00e1veis para agrupar por<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>DIVERS\u00c3O<\/strong> : A estat\u00edstica resumida para calcular<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Os exemplos a seguir mostram como usar esta fun\u00e7\u00e3o na pr\u00e1tica com o seguinte quadro de dados em R:<\/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', 'B', 'B', 'B'),\n                 position=c('G', 'G', 'F', 'G', 'F', 'F'),\n                 points=c(99, 90, 86, 88, 95, 99),\n                 assists=c(33, 28, 31, 39, 34, 23),\n                 rebounds=c(30, 28, 24, 24, 28, 33))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  team position points assists rebounds\n1 AG 99 33 30\n2 AG 90 28 28\n3 AF 86 31 24\n4 BG 88 39 24\n5 BF 95 34 28\n6 BF 99 23 33\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Exemplo 1: M\u00e9dia geral por grupo<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como usar a fun\u00e7\u00e3o <strong>Aggregate()<\/strong> para calcular o n\u00famero m\u00e9dio de pontos marcados por equipe:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#find mean points by team\n<\/span>aggregate(df$points, by=list(df$team), FUN=mean)\n\n  Group.1 x\n1 A 91.66667\n2 B 94.00000\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Isso nos diz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Os jogadores do time A marcaram uma m\u00e9dia de <strong>91,67<\/strong> pontos por jogo.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Os jogadores do time B marcaram em m\u00e9dia <strong>94<\/strong> pontos por jogo.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Observe que voc\u00ea tamb\u00e9m pode alterar os nomes das colunas na sa\u00edda usando a fun\u00e7\u00e3o <strong>colnames()<\/strong> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#find mean points by team\n<\/span>agg &lt;- aggregate(df$points, by=list(df$team), FUN=mean)\n\n<span style=\"color: #008080;\">#rename columns in output\n<\/span>colnames(agg) &lt;- c(' <span style=\"color: #ff0000;\">Team<\/span> ', ' <span style=\"color: #ff0000;\">Mean_Points<\/span> ')\n\n<span style=\"color: #008080;\">#viewoutput\n<\/span>agg\n\n  Team Mean_Points\n1 A 91.66667\n2 B 94.00000<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Exemplo 2: conta agregada por grupo<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como usar a fun\u00e7\u00e3o <strong>Aggregate()<\/strong> para contar o n\u00famero de jogadores por equipe:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#count number of players per team\n<\/span>aggregate(df$points, by=list(df$team), FUN=length)\n\n  Group.1 x\n1 to 3\n2 B 3\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Isso nos diz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">A equipe A \u00e9 composta por <strong>3<\/strong> jogadores.<\/span><\/span><\/li>\n<li> <span style=\"color: #000000;\">A equipe B \u00e9 composta por <strong>3<\/strong> jogadores.<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>Exemplo 3: Soma geral por grupo<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como usar a fun\u00e7\u00e3o <strong>Aggregate()<\/strong> para calcular a soma dos pontos marcados por cada equipe:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#find sum of points scored by team\n<\/span>aggregate(df$points, by=list(df$team), FUN=sum)\n\n  Group.1 x\n1 to 275\n2 B 282\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Isso nos diz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">A equipe A marcou um total de <strong>275<\/strong> pontos.<\/span><\/li>\n<li> <span style=\"color: #000000;\">A equipe B marcou um total de <strong>282<\/strong> pontos.<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>Exemplo 4: Agregar m\u00faltiplas colunas<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como usar a fun\u00e7\u00e3o <strong>Aggregate()<\/strong> para encontrar a m\u00e9dia de pontos marcados, agrupados por equipe e posi\u00e7\u00e3o:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#find mean of points scored, grouped by team and position\n<\/span>aggregate(df$points, by=list(df$team, df$position), FUN=mean)\n\n  Group.1 Group.2 x\n1AF 86.0\n2 BF 97.0\n3 AG 94.5\n4 BG 88.0\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Isso nos diz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Os jogadores na posi\u00e7\u00e3o \u201cF\u201d do Time A obtiveram m\u00e9dia de <strong>86<\/strong> pontos.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Os jogadores da posi\u00e7\u00e3o \u201cF\u201d do Time B marcaram em m\u00e9dia <strong>97<\/strong> pontos.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Os jogadores da posi\u00e7\u00e3o \u201cG\u201d do Time A obtiveram m\u00e9dia de <strong>94,5<\/strong> pontos.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Os jogadores da posi\u00e7\u00e3o \u201cG\u201d do Time B obtiveram m\u00e9dia de <strong>88<\/strong> pontos.<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>Recursos adicionais<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Os tutoriais a seguir explicam como usar outras fun\u00e7\u00f5es comuns em R:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/pt\/funcao-de-tabela-em-r\/\" target=\"_blank\" rel=\"noopener\">Como usar a fun\u00e7\u00e3o table() em R<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/sob-gr\/\" target=\"_blank\" rel=\"noopener\">Como usar a fun\u00e7\u00e3o gsub() em R<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/funcao-de-resumo-em-r\/\" target=\"_blank\" rel=\"noopener\">Como usar a fun\u00e7\u00e3o summary() em R<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A fun\u00e7\u00e3o Aggregate() em R pode ser usada para calcular estat\u00edsticas resumidas para um conjunto de dados. Esta fun\u00e7\u00e3o usa a seguinte sintaxe b\u00e1sica: agregado (x, por, FUN) Ouro: x : Uma vari\u00e1vel para agregar by : Uma lista de vari\u00e1veis para agrupar por DIVERS\u00c3O : A estat\u00edstica resumida para calcular Os exemplos a seguir [&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-2331","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>O guia completo: como usar a fun\u00e7\u00e3o Aggregate() em R - Statology<\/title>\n<meta name=\"description\" content=\"Este tutorial explica como usar a fun\u00e7\u00e3o Aggregate() em R, com v\u00e1rios 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\/agregado-r\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"O guia completo: como usar a fun\u00e7\u00e3o Aggregate() em R - Statology\" \/>\n<meta property=\"og:description\" content=\"Este tutorial explica como usar a fun\u00e7\u00e3o Aggregate() em R, com v\u00e1rios exemplos.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pt\/agregado-r\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-22T17:54:13+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\/agregado-r\/\",\"url\":\"https:\/\/statorials.org\/pt\/agregado-r\/\",\"name\":\"O guia completo: como usar a fun\u00e7\u00e3o Aggregate() em R - Statology\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pt\/#website\"},\"datePublished\":\"2023-07-22T17:54:13+00:00\",\"dateModified\":\"2023-07-22T17:54:13+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\"},\"description\":\"Este tutorial explica como usar a fun\u00e7\u00e3o Aggregate() em R, com v\u00e1rios exemplos.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pt\/agregado-r\/#breadcrumb\"},\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pt\/agregado-r\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pt\/agregado-r\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Lar\",\"item\":\"https:\/\/statorials.org\/pt\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"O guia completo: como usar a fun\u00e7\u00e3o aggregate() em r\"}]},{\"@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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