{"id":2891,"date":"2023-07-20T05:38:33","date_gmt":"2023-07-20T05:38:33","guid":{"rendered":"https:\/\/statorials.org\/pt\/caixas-de-histograma-ggplot\/"},"modified":"2023-07-20T05:38:33","modified_gmt":"2023-07-20T05:38:33","slug":"caixas-de-histograma-ggplot","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/caixas-de-histograma-ggplot\/","title":{"rendered":"Como definir o n\u00famero de compartimentos para um histograma no ggplot2"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Voc\u00ea pode usar o argumento <strong>bins<\/strong> para especificar o n\u00famero de compartimentos a serem usados em um histograma em <a href=\"https:\/\/ggplot2.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">ggplot2<\/a> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (ggplot2)\n\nggplot(df, <span style=\"color: #3366ff;\">aes<\/span> (x=x)) +\n  geom_histogram(bins= <span style=\"color: #008000;\">10<\/span> )\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Os exemplos a seguir mostram como usar esse argumento na pr\u00e1tica.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Exemplo: definir o n\u00famero de caixas para histograma em ggplot2<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como criar um conjunto de dados em R contendo 10.000 valores aleat\u00f3rios que segue uma <a href=\"https:\/\/statorials.org\/pt\/distribuicao-de-peixe\/\" target=\"_blank\" rel=\"noopener\">distribui\u00e7\u00e3o de Poisson<\/a> com valor m\u00e9dio de 2:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#make this example reproducible\n<\/span>set. <span style=\"color: #3366ff;\">seeds<\/span> (0)\n\n<span style=\"color: #008080;\">#create data frame with 10,000 random values that follow Poisson distribution\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (values=rpois(n= <span style=\"color: #008000;\">10000<\/span> , lambda= <span style=\"color: #008000;\">2<\/span> ))\n\n<span style=\"color: #008080;\">#view first five rows of data frame\n<\/span>head(df)\n\n  values\n1 4\n2 1\n3 1\n4 2\n5 4\n6 1\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Podemos usar o seguinte c\u00f3digo para criar um histograma no ggplot2 para visualizar a distribui\u00e7\u00e3o dos valores no quadro de dados:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (ggplot2)\n\nggplot(df, <span style=\"color: #3366ff;\">aes<\/span> (x=values)) +\n  geom_histogram(fill=' <span style=\"color: #ff0000;\">steelblue<\/span> ', col=' <span style=\"color: #ff0000;\">black<\/span> ')<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-25258 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/binshist1.jpg\" alt=\"\" width=\"447\" height=\"448\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Por padr\u00e3o, o ggplot2 selecionar\u00e1 automaticamente um certo n\u00famero de caixas para usar no histograma.<\/span><\/p>\n<p> <span style=\"color: #000000;\">No entanto, podemos usar a seguinte sintaxe para especificar que queremos que o histograma use <strong>10<\/strong> compartimentos:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (ggplot2)\n\nggplot(df, <span style=\"color: #3366ff;\">aes<\/span> (x=values)) +\n  geom_histogram(fill=' <span style=\"color: #ff0000;\">steelblue<\/span> ', col=' <span style=\"color: #ff0000;\">black<\/span> ', bins= <span style=\"color: #008000;\">10<\/span> )<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-25259 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/binshist2.jpg\" alt=\"\" width=\"453\" height=\"451\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Observe que o histograma agora possui exatamente <strong>10<\/strong> caixas.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Ou poder\u00edamos usar a seguinte sintaxe para especificar que queremos que o histograma use <strong>5<\/strong> compartimentos:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (ggplot2)\n\nggplot(df, <span style=\"color: #3366ff;\">aes<\/span> (x=values)) +\n  geom_histogram(fill=' <span style=\"color: #ff0000;\">steelblue<\/span> ', col=' <span style=\"color: #ff0000;\">black<\/span> ', bins= <span style=\"color: #008000;\">5<\/span> )<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-25260 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/binshist3.jpg\" alt=\"\" width=\"441\" height=\"444\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Observe que o histograma agora possui exatamente <strong>5<\/strong> caixas.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Voc\u00ea descobrir\u00e1 que <strong>quanto menos caixas usar, mais larga ser\u00e1 cada caixa.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Em geral, se voc\u00ea usar poucos grupos, a verdadeira distribui\u00e7\u00e3o subjacente de valores ficar\u00e1 oculta.<\/span><\/p>\n<p> <span style=\"color: #000000;\">No entanto, se voc\u00ea usar muitos grupos, corre o risco de simplesmente ver ru\u00eddo nos dados.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Uma maneira de encontrar o n\u00famero ideal de compartimentos para usar em um histograma \u00e9 usar <strong>a regra de Sturges<\/strong> . Saiba mais sobre esta regra <a href=\"https:\/\/statorials.org\/pt\/regra-de-sturge-1\/\" target=\"_blank\" rel=\"noopener\">aqui<\/a> .<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Nota<\/strong> : Voc\u00ea pode encontrar a documenta\u00e7\u00e3o completa da fun\u00e7\u00e3o <strong>geom_histogram<\/strong> <a href=\"https:\/\/ggplot2.tidyverse.org\/reference\/geom_histogram.html\" target=\"_blank\" rel=\"noopener\">aqui<\/a> .<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Recursos adicionais<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Os tutoriais a seguir explicam como criar outros gr\u00e1ficos comuns em R:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/pt\/histograma-de-frequencia-relativa-r\/\" target=\"_blank\" rel=\"noopener\">Como criar um histograma de frequ\u00eancia relativa em R<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/multiplos-boxplots-r\/\" target=\"_blank\" rel=\"noopener\">Como plotar v\u00e1rios boxplots em um \u00fanico gr\u00e1fico em R<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/como-tracar-multiplas-linhas-de-series-de-dados-em-um-grafico-em-r\/\" target=\"_blank\" rel=\"noopener\">Como tra\u00e7ar m\u00faltiplas linhas em um gr\u00e1fico em R<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Voc\u00ea pode usar o argumento bins para especificar o n\u00famero de compartimentos a serem usados em um histograma em ggplot2 : library (ggplot2) ggplot(df, aes (x=x)) + geom_histogram(bins= 10 ) Os exemplos a seguir mostram como usar esse argumento na pr\u00e1tica. Exemplo: definir o n\u00famero de caixas para histograma em ggplot2 O c\u00f3digo 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-2891","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 definir o n\u00famero de compartimentos para um histograma no ggplot2 - Statorials<\/title>\n<meta name=\"description\" content=\"Este tutorial explica como definir o n\u00famero de compartimentos a serem usados em um histograma no ggplot2, 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\/caixas-de-histograma-ggplot\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Como definir o n\u00famero de compartimentos para um histograma no ggplot2 - Statorials\" \/>\n<meta property=\"og:description\" content=\"Este tutorial explica como definir o n\u00famero de compartimentos a serem usados em um histograma no ggplot2, com v\u00e1rios exemplos.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pt\/caixas-de-histograma-ggplot\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-20T05:38:33+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/binshist1.jpg\" \/>\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\/caixas-de-histograma-ggplot\/\",\"url\":\"https:\/\/statorials.org\/pt\/caixas-de-histograma-ggplot\/\",\"name\":\"Como definir o n\u00famero de compartimentos para um histograma no ggplot2 - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pt\/#website\"},\"datePublished\":\"2023-07-20T05:38:33+00:00\",\"dateModified\":\"2023-07-20T05:38:33+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\"},\"description\":\"Este tutorial explica como definir o n\u00famero de compartimentos a serem usados em um histograma no ggplot2, com v\u00e1rios exemplos.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pt\/caixas-de-histograma-ggplot\/#breadcrumb\"},\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pt\/caixas-de-histograma-ggplot\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pt\/caixas-de-histograma-ggplot\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Lar\",\"item\":\"https:\/\/statorials.org\/pt\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Como definir o n\u00famero de compartimentos para um histograma no ggplot2\"}]},{\"@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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