{"id":3567,"date":"2023-07-16T19:26:37","date_gmt":"2023-07-16T19:26:37","guid":{"rendered":"https:\/\/statorials.org\/pt\/pandas-groupby-renomear-coluna\/"},"modified":"2023-07-16T19:26:37","modified_gmt":"2023-07-16T19:26:37","slug":"pandas-groupby-renomear-coluna","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/pandas-groupby-renomear-coluna\/","title":{"rendered":"Pandas: como renomear colunas na fun\u00e7\u00e3o groupby"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Voc\u00ea pode usar a seguinte sintaxe b\u00e1sica para renomear colunas em uma fun\u00e7\u00e3o <strong>groupby()<\/strong> no pandas:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">groupby<\/span> (' <span style=\"color: #ff0000;\">group_col<\/span> '). <span style=\"color: #3366ff;\">agg<\/span> (sum_col1=(' <span style=\"color: #ff0000;\">col1<\/span> ', ' <span style=\"color: #ff0000;\">sum<\/span> '),\n                            mean_col2=(' <span style=\"color: #ff0000;\">col2<\/span> ', ' <span style=\"color: #ff0000;\">mean<\/span> '),\n                            max_col3=(' <span style=\"color: #ff0000;\">col3<\/span> ', ' <span style=\"color: #ff0000;\">max<\/span> '))\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Este exemplo espec\u00edfico calcula tr\u00eas colunas agregadas e as nomeia <strong>sum_col1<\/strong> , <strong>Mean_col2<\/strong> e <strong>max_col3<\/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: Renomear colunas na fun\u00e7\u00e3o Groupby no Pandas<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Suponha que temos o seguinte DataFrame do pandas:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\"><span style=\"color: #000000;\"><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', 'B', 'B', 'B', 'B'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [30, 22, 19, 14, 14, 11, 20, 28],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [5, 6, 6, 5, 8, 7, 7, 9],\n                   ' <span style=\"color: #ff0000;\">rebounds<\/span> ': [4, 13, 15, 10, 7, 7, 5, 11]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team points assists rebounds\n0 to 30 5 4\n1 to 22 6 13\n2 A 19 6 15\n3 A 14 5 10\n4 B 14 8 7\n5 B 11 7 7\n6 B 20 7 5\n7 B 28 9 11\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Podemos usar a seguinte sintaxe para agrupar linhas por coluna <strong>de equipe<\/strong> e ent\u00e3o calcular tr\u00eas colunas agregadas enquanto fornecemos nomes espec\u00edficos para as colunas agregadas:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#calculate several aggregated columns by group and rename aggregated columns\n<\/span>df. <span style=\"color: #3366ff;\">groupby<\/span> (' <span style=\"color: #ff0000;\">team<\/span> '). <span style=\"color: #3366ff;\">agg<\/span> (sum_points=(' <span style=\"color: #ff0000;\">points<\/span> ', ' <span style=\"color: #ff0000;\">sum<\/span> '),\n                       mean_assists=(' <span style=\"color: #ff0000;\">assists<\/span> ', ' <span style=\"color: #ff0000;\">mean<\/span> '),\n                       max_rebounds=(' <span style=\"color: #ff0000;\">rebounds<\/span> ', ' <span style=\"color: #ff0000;\">max<\/span> '))\n\n\tsum_points mean_assists max_rebounds\nteam\t\t\t\nA 85 5.50 15\nB 73 7.75 11\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Observe que as tr\u00eas colunas agregadas possuem os nomes personalizados que fornecemos na fun\u00e7\u00e3o <strong>agg()<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">Observe tamb\u00e9m que poder\u00edamos usar as fun\u00e7\u00f5es NumPy para calcular a soma, os valores m\u00e9dios e m\u00e1ximos na fun\u00e7\u00e3o <strong>agg()<\/strong> se quis\u00e9ssemos.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np<\/span>\n\n#calculate several aggregated columns by group and rename aggregated columns\n<\/span>df. <span style=\"color: #3366ff;\">groupby<\/span> (' <span style=\"color: #ff0000;\">team<\/span> '). <span style=\"color: #3366ff;\">agg<\/span> (sum_points=(' <span style=\"color: #ff0000;\">points<\/span> ', np. <span style=\"color: #3366ff;\">sum<\/span> ),\n                       mean_assists=(' <span style=\"color: #ff0000;\">assists<\/span> ', np. <span style=\"color: #3366ff;\">mean<\/span> ),\n                       max_rebounds=(' <span style=\"color: #ff0000;\">rebounds<\/span> ', np. <span style=\"color: #3366ff;\">max<\/span> ))\n\n\tsum_points mean_assists max_rebounds\nteam\t\t\t\nA 85 5.50 15\nB 73 7.75 11<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Estes resultados correspondem aos do exemplo anterior.<\/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 opera\u00e7\u00f5es comuns em pandas:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/pt\/nomes-de-colunas-da-lista-pandas\/\" target=\"_blank\" rel=\"noopener\">Como listar todos os nomes de colunas no Pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/pandas-classifica-colunas-por-nome\/\" target=\"_blank\" rel=\"noopener\">Como classificar colunas por nome no Pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/pandas-descartam-colunas-duplicadas\/\" target=\"_blank\" rel=\"noopener\">Como remover colunas duplicadas no Pandas<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Voc\u00ea pode usar a seguinte sintaxe b\u00e1sica para renomear colunas em uma fun\u00e7\u00e3o groupby() no pandas: df. groupby (&#8216; group_col &#8216;). agg (sum_col1=(&#8216; col1 &#8216;, &#8216; sum &#8216;), mean_col2=(&#8216; col2 &#8216;, &#8216; mean &#8216;), max_col3=(&#8216; col3 &#8216;, &#8216; max &#8216;)) Este exemplo espec\u00edfico calcula tr\u00eas colunas agregadas e as nomeia sum_col1 , Mean_col2 e max_col3 [&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-3567","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>Pandas: Como renomear colunas na fun\u00e7\u00e3o Groupby - Statorials<\/title>\n<meta name=\"description\" content=\"Este tutorial explica como renomear colunas em uma fun\u00e7\u00e3o groupby no pandas, 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\/pandas-groupby-renomear-coluna\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandas: Como renomear colunas na fun\u00e7\u00e3o Groupby - Statorials\" \/>\n<meta property=\"og:description\" content=\"Este tutorial explica como renomear colunas em uma fun\u00e7\u00e3o groupby no pandas, com v\u00e1rios exemplos.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pt\/pandas-groupby-renomear-coluna\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-16T19:26:37+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\/pandas-groupby-renomear-coluna\/\",\"url\":\"https:\/\/statorials.org\/pt\/pandas-groupby-renomear-coluna\/\",\"name\":\"Pandas: Como renomear colunas na fun\u00e7\u00e3o Groupby - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pt\/#website\"},\"datePublished\":\"2023-07-16T19:26:37+00:00\",\"dateModified\":\"2023-07-16T19:26:37+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\"},\"description\":\"Este tutorial explica como renomear colunas em uma fun\u00e7\u00e3o groupby no pandas, com v\u00e1rios exemplos.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pt\/pandas-groupby-renomear-coluna\/#breadcrumb\"},\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pt\/pandas-groupby-renomear-coluna\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pt\/pandas-groupby-renomear-coluna\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Lar\",\"item\":\"https:\/\/statorials.org\/pt\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Pandas: como renomear colunas na fun\u00e7\u00e3o groupby\"}]},{\"@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":"Pandas: Como renomear colunas na fun\u00e7\u00e3o Groupby - Statorials","description":"Este tutorial explica como renomear colunas em uma fun\u00e7\u00e3o groupby no pandas, 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\/pandas-groupby-renomear-coluna\/","og_locale":"pt_PT","og_type":"article","og_title":"Pandas: Como renomear colunas na fun\u00e7\u00e3o Groupby - Statorials","og_description":"Este tutorial explica como renomear colunas em uma fun\u00e7\u00e3o groupby no pandas, com v\u00e1rios exemplos.","og_url":"https:\/\/statorials.org\/pt\/pandas-groupby-renomear-coluna\/","og_site_name":"Statorials","article_published_time":"2023-07-16T19:26:37+00:00","author":"Dr. benjamim anderson","twitter_card":"summary_large_image","twitter_misc":{"Escrito por":"Dr. benjamim anderson","Tempo estimado de leitura":"2 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/pt\/pandas-groupby-renomear-coluna\/","url":"https:\/\/statorials.org\/pt\/pandas-groupby-renomear-coluna\/","name":"Pandas: Como renomear colunas na fun\u00e7\u00e3o Groupby - Statorials","isPartOf":{"@id":"https:\/\/statorials.org\/pt\/#website"},"datePublished":"2023-07-16T19:26:37+00:00","dateModified":"2023-07-16T19:26:37+00:00","author":{"@id":"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666"},"description":"Este tutorial explica como renomear colunas em uma fun\u00e7\u00e3o groupby no pandas, com v\u00e1rios exemplos.","breadcrumb":{"@id":"https:\/\/statorials.org\/pt\/pandas-groupby-renomear-coluna\/#breadcrumb"},"inLanguage":"pt-PT","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/pt\/pandas-groupby-renomear-coluna\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/pt\/pandas-groupby-renomear-coluna\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Lar","item":"https:\/\/statorials.org\/pt\/"},{"@type":"ListItem","position":2,"name":"Pandas: como renomear colunas na fun\u00e7\u00e3o groupby"}]},{"@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\/3567","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=3567"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/pt\/wp-json\/wp\/v2\/posts\/3567\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/pt\/wp-json\/wp\/v2\/media?parent=3567"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/pt\/wp-json\/wp\/v2\/categories?post=3567"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/pt\/wp-json\/wp\/v2\/tags?post=3567"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}