{"id":1699,"date":"2023-07-25T08:14:36","date_gmt":"2023-07-25T08:14:36","guid":{"rendered":"https:\/\/statorials.org\/pt\/pandas-classifica-por-indice-e-coluna\/"},"modified":"2023-07-25T08:14:36","modified_gmt":"2023-07-25T08:14:36","slug":"pandas-classifica-por-indice-e-coluna","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/pandas-classifica-por-indice-e-coluna\/","title":{"rendered":"Pandas: classifique o dataframe por \u00edndice e coluna"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Voc\u00ea pode usar a seguinte sintaxe para classificar um DataFrame do pandas por \u00edndice e coluna:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df = df. <span style=\"color: #3366ff;\">sort_values<\/span> (by = [' <span style=\"color: #ff0000;\">column_name<\/span> ', ' <span style=\"color: #ff0000;\">index<\/span> '], ascending = [ <span style=\"color: #008000;\">False<\/span> , <span style=\"color: #008000;\">True<\/span> ])\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Os exemplos a seguir mostram como usar essa sintaxe na pr\u00e1tica.<\/span><\/p>\n<h3> <strong>Exemplos: classificar o DataFrame por \u00edndice e coluna<\/strong><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como classificar um DataFrame do pandas pela coluna chamada <strong>pontos<\/strong> e depois pela coluna <strong>de \u00edndice<\/strong> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> pandas <span style=\"color: #107d3f;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame<\/span>\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">id<\/span> ': [1, 2, 3, 4, 5, 6, 7, 8],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [25, 15, 15, 14, 20, 20, 25, 29],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [5, 7, 7, 9, 12, 9, 9, 4],\n                   ' <span style=\"color: #ff0000;\">rebounds<\/span> ': [11, 8, 10, 6, 6, 5, 9, 12]}). <span style=\"color: #3366ff;\">set_index<\/span> (' <span style=\"color: #ff0000;\">id<\/span> ')\n\n<span style=\"color: #008080;\">#view first few rows\n<\/span>df. <span style=\"color: #3366ff;\">head<\/span> ()\n\n\tpoints assists rebounds\nid\t\t\t\n1 25 5 11\n2 15 7 8\n3 15 7 10\n4 14 9 6\n5 20 12 6\n\n<span style=\"color: #008080;\">#sort by points and then by index<\/span>\ndf. <span style=\"color: #3366ff;\">sort_values<\/span> (by = [' <span style=\"color: #ff0000;\">points<\/span> ', ' <span style=\"color: #ff0000;\">id<\/span> '], ascending = [ <span style=\"color: #008000;\">False<\/span> , <span style=\"color: #008000;\">True<\/span> ])\n\n\tpoints assists rebounds\nid\t\t\t\n8 29 4 12\n1 25 5 11\n7 25 9 9\n5 20 12 6\n6 20 9 5\n2 15 7 8\n3 15 7 10\n4 14 9 6\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">O DataFrame resultante \u00e9 classificado por pontos em ordem decrescente e depois por \u00edndice em ordem crescente (se houver dois jogadores que marcam o mesmo n\u00famero de pontos).<\/span><\/p>\n<p> <span style=\"color: #000000;\">Observe que se n\u00e3o usarmos o argumento <strong>ascendente<\/strong> , cada coluna usar\u00e1 a ordem crescente como m\u00e9todo de classifica\u00e7\u00e3o padr\u00e3o:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#sort by points and then by index<\/span>\ndf. <span style=\"color: #3366ff;\">sort_values<\/span> (by = [' <span style=\"color: #ff0000;\">points<\/span> ', ' <span style=\"color: #ff0000;\">id<\/span> '])\n\n        points assists rebounds\nid\t\t\t\n4 14 9 6\n2 15 7 8\n3 15 7 10\n5 20 12 6\n6 20 9 5\n1 25 5 11\n7 25 9 9\n8 29 4 12\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Se a coluna do \u00edndice n\u00e3o tiver nome no momento, voc\u00ea poder\u00e1 renome\u00e1-la e classific\u00e1-la de acordo:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#sort by points and then by index<\/span>\ndf. <span style=\"color: #3366ff;\">rename_axis<\/span> (' <span style=\"color: #ff0000;\">index<\/span> '). <span style=\"color: #3366ff;\">sort_values<\/span> (by = [' <span style=\"color: #ff0000;\">points<\/span> ', ' <span style=\"color: #ff0000;\">id<\/span> '])\n\n        points assists rebounds\nid\t\t\t\n4 14 9 6\n2 15 7 8\n3 15 7 10\n5 20 12 6\n6 20 9 5\n1 25 5 11\n7 25 9 9\n8 29 4 12<\/strong><\/pre>\n<h3> <strong>Recursos adicionais<\/strong><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/pt\/pandas-classifica-colunas-por-nome\/\" target=\"_blank\" rel=\"noopener\">Pandas: como classificar colunas por nome<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/pandas-classifica-por-data\/\" target=\"_blank\" rel=\"noopener\">Pandas: classifique o DataFrame por data<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/pandas-soltam-duplicatas\/\" target=\"_blank\" rel=\"noopener\">Pandas: como remover linhas duplicadas<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Voc\u00ea pode usar a seguinte sintaxe para classificar um DataFrame do pandas por \u00edndice e coluna: df = df. sort_values (by = [&#8216; column_name &#8216;, &#8216; index &#8216;], ascending = [ False , True ]) Os exemplos a seguir mostram como usar essa sintaxe na pr\u00e1tica. Exemplos: classificar o DataFrame por \u00edndice e coluna O [&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-1699","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: classifique o DataFrame por \u00edndice e coluna<\/title>\n<meta name=\"description\" content=\"Este tutorial explica como classificar um DataFrame do pandas por \u00edndice e coluna, 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-classifica-por-indice-e-coluna\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandas: classifique o DataFrame por \u00edndice e coluna\" \/>\n<meta property=\"og:description\" content=\"Este tutorial explica como classificar um DataFrame do pandas por \u00edndice e coluna, com v\u00e1rios exemplos.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pt\/pandas-classifica-por-indice-e-coluna\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-25T08:14:36+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=\"1 minuto\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/pt\/pandas-classifica-por-indice-e-coluna\/\",\"url\":\"https:\/\/statorials.org\/pt\/pandas-classifica-por-indice-e-coluna\/\",\"name\":\"Pandas: classifique o DataFrame por \u00edndice e coluna\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pt\/#website\"},\"datePublished\":\"2023-07-25T08:14:36+00:00\",\"dateModified\":\"2023-07-25T08:14:36+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\"},\"description\":\"Este tutorial explica como classificar um DataFrame do pandas por \u00edndice e coluna, com v\u00e1rios exemplos.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pt\/pandas-classifica-por-indice-e-coluna\/#breadcrumb\"},\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pt\/pandas-classifica-por-indice-e-coluna\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pt\/pandas-classifica-por-indice-e-coluna\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Lar\",\"item\":\"https:\/\/statorials.org\/pt\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Pandas: classifique o dataframe por \u00edndice e coluna\"}]},{\"@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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