{"id":3775,"date":"2023-07-15T15:12:09","date_gmt":"2023-07-15T15:12:09","guid":{"rendered":"https:\/\/statorials.org\/pt\/pandas-obtem-nomes-de-colunas\/"},"modified":"2023-07-15T15:12:09","modified_gmt":"2023-07-15T15:12:09","slug":"pandas-obtem-nomes-de-colunas","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/pandas-obtem-nomes-de-colunas\/","title":{"rendered":"Como obter nomes de colunas no pandas (3 m\u00e9todos)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Voc\u00ea pode usar os seguintes m\u00e9todos para obter nomes de colunas em um DataFrame do pandas:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>M\u00e9todo 1: obtenha todos os nomes de colunas<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #3366ff;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">list<\/span> (df)<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>M\u00e9todo 2: obtenha os nomes das colunas em ordem alfab\u00e9tica<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #3366ff;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">sorted<\/span> (df)\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>M\u00e9todo 3: obter nomes de colunas com um tipo de dados espec\u00edfico<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">list<\/span> ( <span style=\"color: #3366ff;\">df.select_dtypes<\/span> (include=[' <span style=\"color: #ff0000;\">int64<\/span> ', ' <span style=\"color: #ff0000;\">bool<\/span> ']))<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Os exemplos a seguir mostram como usar cada m\u00e9todo com o seguinte DataFrame do pandas:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <b><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame<\/span>\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'B', 'C', 'D', 'E', 'F'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [18, 22, 19, 14, 14, 11],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [5, 7, 7, 9, 12, 9],\n                   ' <span style=\"color: #ff0000;\">playoffs<\/span> ': [True, False, False, True, True, True]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team points assists playoffs\n0 A 18 5 True\n1 B 22 7 False\n2 C 19 7 False\n3 D 14 9 True\n4 E 14 12 True\n5 F 11 9 True\n<\/b><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>Exemplo 1: Obtenha todos os nomes de colunas<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">A maneira mais f\u00e1cil de obter todos os nomes de colunas em um DataFrame do pandas \u00e9 usar <strong>list()<\/strong> da seguinte forma:<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #3366ff;\"><span style=\"color: #008080;\">#get all column names<\/span>\n<span style=\"color: #000000;\"><span style=\"color: #008000;\">list<\/span> (df)\n\n['team', 'points', 'assists', 'playoffs']\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">O resultado \u00e9 uma lista contendo os quatro nomes de colunas do DataFrame do pandas.<\/span><\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Exemplo 2: Obtenha os nomes das colunas em ordem alfab\u00e9tica<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Para obter os nomes das colunas em um DataFrame do pandas em ordem alfab\u00e9tica, voc\u00ea pode usar a fun\u00e7\u00e3o <strong>sorted()<\/strong> da seguinte forma:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #3366ff;\"><span style=\"color: #008080;\">#get column names in alphabetical order<\/span>\n<span style=\"color: #000000;\"><span style=\"color: #008000;\">sorted<\/span> (df)\n\n['assists', 'playoffs', 'points', 'team']\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">O resultado \u00e9 uma lista contendo os quatro nomes de colunas do DataFrame do pandas listados em ordem alfab\u00e9tica.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Voc\u00ea tamb\u00e9m pode usar o argumento <strong>reverse=True<\/strong> para obter os nomes das colunas em ordem alfab\u00e9tica reversa:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #3366ff;\"><span style=\"color: #008080;\">#get column names in reverse alphabetical order<\/span>\n<span style=\"color: #000000;\"><span style=\"color: #008000;\">sorted<\/span> (df, reverse= <span style=\"color: #008000;\">True<\/span> )\n\n['team', 'points', 'playoffs', 'assists']<\/span><\/span><\/strong>\n<\/pre>\n<h2> <span style=\"color: #000000;\"><strong>Exemplo 3: Obtenha nomes de colunas com um tipo de dados espec\u00edfico<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Voc\u00ea pode usar a seguinte sintaxe para exibir o tipo de dados de cada coluna no DataFrame:<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #3366ff;\"><span style=\"color: #008080;\">#view data type of each column<\/span>\n<span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">dtypes<\/span>\n\nteam object\nint64 dots\nassists int64\nplayoffs bool\ndtype:object\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Voc\u00ea pode ent\u00e3o usar a fun\u00e7\u00e3o <strong>select_dtypes()<\/strong> para obter apenas os nomes das colunas com um tipo de dados espec\u00edfico.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Por exemplo, podemos usar a seguinte sintaxe para obter apenas nomes de colunas que possuem um tipo de dados <strong>int64<\/strong> ou <strong>bool<\/strong> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #3366ff;\"><span style=\"color: #008080;\">#get all columns that have data type of int64 or bool<\/span>\n<span style=\"color: #000000;\"><span style=\"color: #008000;\">list<\/span> ( <span style=\"color: #3366ff;\">df.select_dtypes<\/span> (include=[' <span style=\"color: #ff0000;\">int64<\/span> ', ' <span style=\"color: #ff0000;\">bool<\/span> ']))\n\n['points', 'assists', 'playoffs']<\/span>\n<\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">O resultado \u00e9 uma lista de nomes de colunas com tipo de dados <strong>int64<\/strong> ou <strong>bool<\/strong> .<\/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\/pandas-renomeiam-colunas\/\" target=\"_blank\" rel=\"noopener\">Pandas: como renomear colunas<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/pandas-definem-coluna-como-indice\/\" target=\"_blank\" rel=\"noopener\">Pandas: Como definir uma coluna como \u00edndice<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/pandas-obtem-indice-de-linha\/\" target=\"_blank\" rel=\"noopener\">Pandas: obt\u00e9m o \u00edndice de linhas cuja coluna corresponde ao valor<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Voc\u00ea pode usar os seguintes m\u00e9todos para obter nomes de colunas em um DataFrame do pandas: M\u00e9todo 1: obtenha todos os nomes de colunas list (df) M\u00e9todo 2: obtenha os nomes das colunas em ordem alfab\u00e9tica sorted (df) M\u00e9todo 3: obter nomes de colunas com um tipo de dados espec\u00edfico list ( df.select_dtypes (include=[&#8216; int64 [&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-3775","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 obter nomes de colunas no Pandas (3 m\u00e9todos) \u2013 Estatoriais<\/title>\n<meta name=\"description\" content=\"Este tutorial explica como obter nomes de colunas de um DataFrame do 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-obtem-nomes-de-colunas\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Como obter nomes de colunas no Pandas (3 m\u00e9todos) \u2013 Estatoriais\" \/>\n<meta property=\"og:description\" content=\"Este tutorial explica como obter nomes de colunas de um DataFrame do pandas, com v\u00e1rios exemplos.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pt\/pandas-obtem-nomes-de-colunas\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-15T15:12:09+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-obtem-nomes-de-colunas\/\",\"url\":\"https:\/\/statorials.org\/pt\/pandas-obtem-nomes-de-colunas\/\",\"name\":\"Como obter nomes de colunas no Pandas (3 m\u00e9todos) \u2013 Estatoriais\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pt\/#website\"},\"datePublished\":\"2023-07-15T15:12:09+00:00\",\"dateModified\":\"2023-07-15T15:12:09+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\"},\"description\":\"Este tutorial explica como obter nomes de colunas de um DataFrame do pandas, com v\u00e1rios exemplos.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pt\/pandas-obtem-nomes-de-colunas\/#breadcrumb\"},\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pt\/pandas-obtem-nomes-de-colunas\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pt\/pandas-obtem-nomes-de-colunas\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Lar\",\"item\":\"https:\/\/statorials.org\/pt\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Como obter nomes de colunas no pandas (3 m\u00e9todos)\"}]},{\"@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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