{"id":4262,"date":"2023-07-12T11:08:26","date_gmt":"2023-07-12T11:08:26","guid":{"rendered":"https:\/\/statorials.org\/pt\/tonalidade-do-grafico-de-pares-maritimos\/"},"modified":"2023-07-12T11:08:26","modified_gmt":"2023-07-12T11:08:26","slug":"tonalidade-do-grafico-de-pares-maritimos","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/tonalidade-do-grafico-de-pares-maritimos\/","title":{"rendered":"Seaborn: como usar o par\u00e2metro hue no pairplot"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Voc\u00ea pode usar o par\u00e2metro <strong>tint<\/strong> ao criar pares de gr\u00e1ficos no Seaborn para colorir aspectos do gr\u00e1fico com base nos valores de uma vari\u00e1vel espec\u00edfica.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Voc\u00ea pode usar a seguinte sintaxe b\u00e1sica:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\nsns. <span style=\"color: #3366ff;\">pairplot<\/span> (data=df, hue=' <span style=\"color: #ff0000;\">team<\/span> ')\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Este exemplo espec\u00edfico cria um gr\u00e1fico de pares usando cada vari\u00e1vel num\u00e9rica no quadro de dados e colore os aspectos do gr\u00e1fico com base no valor da vari\u00e1vel <strong>de equipe<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">O exemplo a seguir mostra como usar essa sintaxe na pr\u00e1tica.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Exemplo: usando o par\u00e2metro Hue no Seaborn Pairplot<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Suponha que temos o seguinte DataFrame do pandas que mostra os pontos e assist\u00eancias de jogadores de basquete de dois times diferentes:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'A', 'A', 'A', 'A', 'B', 'B', 'B', 'B', 'B'],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [3, 4, 4, 7, 9, 6, 7, 8, 10, 12],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [5, 6, 9, 12, 15, 5, 10, 13, 13, 19]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team assists points\n0 to 3 5\n1 to 4 6\n2 to 4 9\n3 to 7 12\n4 to 9 15\n5 B 6 5\n6 B 7 10\n7 B 8 13\n8 B 10 13\n9 B 12 19\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Se usarmos a fun\u00e7\u00e3o <strong>pairplot()<\/strong> , ent\u00e3o seaborn criar\u00e1 um pairplot usando as duas vari\u00e1veis num\u00e9ricas do DataFrame:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#create pairplot\n<\/span>sns. <span style=\"color: #3366ff;\">pairplot<\/span> (data=df)<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-33642 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/paireplot1.jpg\" alt=\"\" width=\"432\" height=\"429\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">O gr\u00e1fico de pares resultante exibe gr\u00e1ficos de dispers\u00e3o e histogramas usando os pontos e vari\u00e1veis auxiliares.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Se usarmos o par\u00e2metro <strong>hue<\/strong> na fun\u00e7\u00e3o <strong>pairplot()<\/strong> , podemos colorir aspectos do gr\u00e1fico com base nos valores da vari\u00e1vel <strong>team<\/strong> :<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#create pairplot using values of team variable as colors\n<\/span>sns. <span style=\"color: #3366ff;\">pairplot<\/span> (data=df, hue=' <span style=\"color: #ff0000;\">team<\/span> ')<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-33643 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/paireplot2.jpg\" alt=\"\" width=\"474\" height=\"422\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Usando o par\u00e2metro <strong>hue<\/strong> , podemos fazer as seguintes altera\u00e7\u00f5es no gr\u00e1fico:<\/span><\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Os pontos no gr\u00e1fico de dispers\u00e3o s\u00e3o coloridos com base no valor da equipe.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Curvas de densidade sobrepostas s\u00e3o usadas para visualizar a distribui\u00e7\u00e3o de valores para cada equipe \u00fanica.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Observe que uma legenda tamb\u00e9m \u00e9 adicionada automaticamente para que fique claro quais cores correspondem a quais valores da equipe.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Nota<\/strong> : Voc\u00ea pode encontrar a documenta\u00e7\u00e3o completa para a fun\u00e7\u00e3o seaborn <strong>pairplot()<\/strong><a href=\"https:\/\/seaborn.pydata.org\/generated\/seaborn.pairplot.html\" target=\"_blank\" rel=\"noopener\">aqui<\/a> .<\/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 usando o Seaborn:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/pt\/titulo-marinho\/\" target=\"_blank\" rel=\"noopener\">Como adicionar um t\u00edtulo aos gr\u00e1ficos Seaborn<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/tamanho-da-fonte\/\" target=\"_blank\" rel=\"noopener\">Como alterar o tamanho da fonte em gr\u00e1ficos Seaborn<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/carrapatos-marinhos\/\" target=\"_blank\" rel=\"noopener\">Como ajustar o n\u00famero de ticks nos gr\u00e1ficos do Seaborn<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Voc\u00ea pode usar o par\u00e2metro tint ao criar pares de gr\u00e1ficos no Seaborn para colorir aspectos do gr\u00e1fico com base nos valores de uma vari\u00e1vel espec\u00edfica. Voc\u00ea pode usar a seguinte sintaxe b\u00e1sica: import seaborn as sns sns. pairplot (data=df, hue=&#8217; team &#8216;) Este exemplo espec\u00edfico cria um gr\u00e1fico de pares usando cada vari\u00e1vel num\u00e9rica [&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-4262","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>Seaborn: Como usar o par\u00e2metro hue no Pairplot - Statorials<\/title>\n<meta name=\"description\" content=\"Este tutorial explica como usar o par\u00e2metro hue ao criar pares de gr\u00e1ficos no Seaborn, 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\/tonalidade-do-grafico-de-pares-maritimos\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Seaborn: Como usar o par\u00e2metro hue no Pairplot - Statorials\" \/>\n<meta property=\"og:description\" content=\"Este tutorial explica como usar o par\u00e2metro hue ao criar pares de gr\u00e1ficos no Seaborn, com v\u00e1rios exemplos.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pt\/tonalidade-do-grafico-de-pares-maritimos\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-12T11:08:26+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/paireplot1.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\/tonalidade-do-grafico-de-pares-maritimos\/\",\"url\":\"https:\/\/statorials.org\/pt\/tonalidade-do-grafico-de-pares-maritimos\/\",\"name\":\"Seaborn: Como usar o par\u00e2metro hue no Pairplot - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pt\/#website\"},\"datePublished\":\"2023-07-12T11:08:26+00:00\",\"dateModified\":\"2023-07-12T11:08:26+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\"},\"description\":\"Este tutorial explica como usar o par\u00e2metro hue ao criar pares de gr\u00e1ficos no Seaborn, com v\u00e1rios exemplos.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pt\/tonalidade-do-grafico-de-pares-maritimos\/#breadcrumb\"},\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pt\/tonalidade-do-grafico-de-pares-maritimos\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pt\/tonalidade-do-grafico-de-pares-maritimos\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Lar\",\"item\":\"https:\/\/statorials.org\/pt\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Seaborn: como usar o par\u00e2metro hue no pairplot\"}]},{\"@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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