{"id":1657,"date":"2023-07-25T12:00:23","date_gmt":"2023-07-25T12:00:23","guid":{"rendered":"https:\/\/statorials.org\/pt\/boxplot-matplotlib-por-grupo\/"},"modified":"2023-07-25T12:00:23","modified_gmt":"2023-07-25T12:00:23","slug":"boxplot-matplotlib-por-grupo","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/boxplot-matplotlib-por-grupo\/","title":{"rendered":"Matplotlib: como criar boxplots por grupo"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Voc\u00ea pode usar a seguinte sintaxe para criar boxplots por grupo no Matplotlib:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> matplotlib <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\nsns. <span style=\"color: #3366ff;\">boxplot<\/span> (x=' <span style=\"color: #ff0000;\">group<\/span> ', y=' <span style=\"color: #ff0000;\">values<\/span> ', data=df)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Os exemplos a seguir mostram como usar essa sintaxe para criar boxplots de grupo para conjuntos de dados de formato longo e largo.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Exemplo 1: Boxplots por grupo para dados longos<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como criar boxplots por grupo para um DataFrame do pandas em um formato longo:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import <span style=\"color: #000000;\">pandas<\/span> as <span style=\"color: #000000;\">pd<\/span>\nimport <span style=\"color: #000000;\">numpy<\/span> as <span style=\"color: #000000;\">np<\/span>\nimport<\/span> matplotlib <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#create long-form data\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">points<\/span> ': [7, 8, 9, 12, 14, 5, 6, 6, 8, 11, 8, 9, 11, 13, 17],\n                   ' <span style=\"color: #ff0000;\">team<\/span> ': np. <span style=\"color: #3366ff;\">repeat<\/span> ([' <span style=\"color: #ff0000;\">A<\/span> ',' <span style=\"color: #ff0000;\">B<\/span> ',' <span style=\"color: #ff0000;\">C<\/span> '],5)})\n\n<span style=\"color: #008080;\">#viewdata\n<\/span><span style=\"color: #993300;\">print<\/span> (df)\n\n    team points\n0 7 A\n1 8 A\n2 9 A\n3 12 A\n4 14 A\n5 5 B\n6 6 B\n7 6 B\n8 8 B\n9 11 B\n10 8 C\n11 9 C\n12 11 C\n13 13 C\n14 17 C\n\n<span style=\"color: #008080;\">#create boxplot by group\n<\/span>sns. <span style=\"color: #3366ff;\">boxplot<\/span> (x=' <span style=\"color: #ff0000;\">team<\/span> ', y=' <span style=\"color: #ff0000;\">points<\/span> ', data=df)<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-16343\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/boite-a-tapis1.png\" alt=\"Gr\u00e1fico de caixa Matplotilb por grupo\" width=\"426\" height=\"301\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Exemplo 2: Boxplots por grupo para dados de formato amplo<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como criar boxplots por grupo para um DataFrame do pandas em formato amplo:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import <span style=\"color: #000000;\">pandas<\/span> as <span style=\"color: #000000;\">pd<\/span>\nimport <span style=\"color: #000000;\">numpy<\/span> as <span style=\"color: #000000;\">np<\/span>\nimport<\/span> matplotlib <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#create wide-form data\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">A<\/span> ': [7, 8, 9, 12, 14],\n                   ' <span style=\"color: #ff0000;\">B<\/span> ': [5, 6, 6, 8, 11],\n                   ' <span style=\"color: #ff0000;\">C<\/span> ': [8, 9, 11, 13, 17]})\n\n<span style=\"color: #008080;\">#viewdata\n<\/span><span style=\"color: #993300;\">print<\/span> (df)\n\n    ABC\n0 7 5 8\n1 8 6 9\n2 9 6 11\n3 12 8 13\n4 14 11 17\n\n<span style=\"color: #008080;\">#create boxplot by group\n<\/span>sns. <span style=\"color: #3366ff;\">boxplot<\/span> (x=' <span style=\"color: #ff0000;\">variable<\/span> ', y=' <span style=\"color: #ff0000;\">value<\/span> ', data= <span style=\"color: #3366ff;\">pd.melt<\/span> (df)). <span style=\"color: #3366ff;\">set<\/span> (\n            xlabel=' <span style=\"color: #ff0000;\">team<\/span> ', \n            ylabel=' <span style=\"color: #ff0000;\">points<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-16343 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/boite-a-tapis1.png\" alt=\"Gr\u00e1fico de caixa Matplotilb por grupo\" width=\"426\" height=\"301\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Recursos adicionais<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/pt\/plotar-multiplas-linhas-matplotlib\/\" target=\"_blank\" rel=\"noopener\">Como plotar m\u00faltiplas linhas no Matplotlib<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/grafico-de-barras-empilhadas-matplotlib\/\" target=\"_blank\" rel=\"noopener\">Como criar gr\u00e1ficos de barras empilhadas no Matplotlib<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Voc\u00ea pode usar a seguinte sintaxe para criar boxplots por grupo no Matplotlib: import matplotlib as plt import seaborn as sns sns. boxplot (x=&#8217; group &#8216;, y=&#8217; values &#8216;, data=df) Os exemplos a seguir mostram como usar essa sintaxe para criar boxplots de grupo para conjuntos de dados de formato longo e largo. Exemplo 1: [&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-1657","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>Matplotlib: Como criar boxplots por grupo<\/title>\n<meta name=\"description\" content=\"Este tutorial explica como criar boxplots de grupo no Matplotlib, 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\/boxplot-matplotlib-por-grupo\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Matplotlib: Como criar boxplots por grupo\" \/>\n<meta property=\"og:description\" content=\"Este tutorial explica como criar boxplots de grupo no Matplotlib, com v\u00e1rios exemplos.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pt\/boxplot-matplotlib-por-grupo\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-25T12:00:23+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/boite-a-tapis1.png\" \/>\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=\"1 minuto\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/pt\/boxplot-matplotlib-por-grupo\/\",\"url\":\"https:\/\/statorials.org\/pt\/boxplot-matplotlib-por-grupo\/\",\"name\":\"Matplotlib: Como criar boxplots por grupo\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pt\/#website\"},\"datePublished\":\"2023-07-25T12:00:23+00:00\",\"dateModified\":\"2023-07-25T12:00:23+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\"},\"description\":\"Este tutorial explica como criar boxplots de grupo no Matplotlib, com v\u00e1rios exemplos.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pt\/boxplot-matplotlib-por-grupo\/#breadcrumb\"},\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pt\/boxplot-matplotlib-por-grupo\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pt\/boxplot-matplotlib-por-grupo\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Lar\",\"item\":\"https:\/\/statorials.org\/pt\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Matplotlib: como criar boxplots por grupo\"}]},{\"@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. Com vasta experi\u00eancia e conhecimento na \u00e1rea de estat\u00edstica, estou empenhado em compartilhar meu conhecimento para capacitar os alunos por meio de Statorials. Saber mais\",\"sameAs\":[\"https:\/\/statorials.org\/pt\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Matplotlib: Como criar boxplots por grupo","description":"Este tutorial explica como criar boxplots de grupo no Matplotlib, com v\u00e1rios exemplos.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/pt\/boxplot-matplotlib-por-grupo\/","og_locale":"pt_PT","og_type":"article","og_title":"Matplotlib: Como criar boxplots por grupo","og_description":"Este tutorial explica como criar boxplots de grupo no Matplotlib, com v\u00e1rios exemplos.","og_url":"https:\/\/statorials.org\/pt\/boxplot-matplotlib-por-grupo\/","og_site_name":"Statorials","article_published_time":"2023-07-25T12:00:23+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/boite-a-tapis1.png"}],"author":"Dr. benjamim anderson","twitter_card":"summary_large_image","twitter_misc":{"Escrito por":"Dr. benjamim anderson","Tempo estimado de leitura":"1 minuto"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/pt\/boxplot-matplotlib-por-grupo\/","url":"https:\/\/statorials.org\/pt\/boxplot-matplotlib-por-grupo\/","name":"Matplotlib: Como criar boxplots por grupo","isPartOf":{"@id":"https:\/\/statorials.org\/pt\/#website"},"datePublished":"2023-07-25T12:00:23+00:00","dateModified":"2023-07-25T12:00:23+00:00","author":{"@id":"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666"},"description":"Este tutorial explica como criar boxplots de grupo no Matplotlib, com v\u00e1rios exemplos.","breadcrumb":{"@id":"https:\/\/statorials.org\/pt\/boxplot-matplotlib-por-grupo\/#breadcrumb"},"inLanguage":"pt-PT","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/pt\/boxplot-matplotlib-por-grupo\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/pt\/boxplot-matplotlib-por-grupo\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Lar","item":"https:\/\/statorials.org\/pt\/"},{"@type":"ListItem","position":2,"name":"Matplotlib: como criar boxplots por grupo"}]},{"@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. Com vasta experi\u00eancia e conhecimento na \u00e1rea de estat\u00edstica, estou empenhado em compartilhar meu conhecimento para capacitar os alunos por meio de Statorials. Saber mais","sameAs":["https:\/\/statorials.org\/pt"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/pt\/wp-json\/wp\/v2\/posts\/1657","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/statorials.org\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/pt\/wp-json\/wp\/v2\/comments?post=1657"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/pt\/wp-json\/wp\/v2\/posts\/1657\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/pt\/wp-json\/wp\/v2\/media?parent=1657"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/pt\/wp-json\/wp\/v2\/categories?post=1657"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/pt\/wp-json\/wp\/v2\/tags?post=1657"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}