{"id":2406,"date":"2023-07-22T10:10:15","date_gmt":"2023-07-22T10:10:15","guid":{"rendered":"https:\/\/statorials.org\/pt\/pandas-seleciona-coluna-por-indice\/"},"modified":"2023-07-22T10:10:15","modified_gmt":"2023-07-22T10:10:15","slug":"pandas-seleciona-coluna-por-indice","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/pandas-seleciona-coluna-por-indice\/","title":{"rendered":"Como selecionar colunas por \u00edndice em um dataframe do pandas"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Freq\u00fcentemente, voc\u00ea pode querer selecionar colunas em um DataFrame do pandas com base em seu valor de \u00edndice.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Se quiser selecionar colunas com base na indexa\u00e7\u00e3o de inteiros, voc\u00ea pode usar a fun\u00e7\u00e3o <strong>.iloc<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">Se quiser selecionar colunas com base na indexa\u00e7\u00e3o de r\u00f3tulos, voc\u00ea pode usar a fun\u00e7\u00e3o <strong>.loc<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">Este tutorial fornece um exemplo de como usar cada uma dessas fun\u00e7\u00f5es na pr\u00e1tica.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Exemplo 1: Selecione colunas com base na indexa\u00e7\u00e3o de n\u00fameros inteiros<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como criar um DataFrame do pandas e usar <strong>.iloc<\/strong> para selecionar a coluna com um valor de \u00edndice inteiro de <strong>3<\/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<span style=\"color: #008080;\">\n\n#createDataFrame\n<span style=\"color: #000000;\">df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'A', 'A', 'B', 'B', 'B'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [11, 7, 8, 10, 13, 13],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [5, 7, 7, 9, 12, 9],\n                   ' <span style=\"color: #ff0000;\">rebounds<\/span> ': [11, 8, 10, 6, 6, 5]})\n<span style=\"color: #000000;\"><span style=\"color: #008080;\">\n#view DataFrame\n<\/span>df\n\n\tteam points assists rebounds\n0 A 11 5 11\n1 To 7 7 8\n2 to 8 7 10\n3 B 10 9 6\n4 B 13 12 6\n5 B 13 9 5\n\n<\/span><span style=\"color: #008080;\">#select column with index position 3\n<\/span><span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">iloc<\/span> [:, 3]\n\n0 11\n1 8\n2 10\n3 6\n4 6\n5 5\nName: rebounds, dtype: int64<\/span><\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Podemos usar sintaxe semelhante para selecionar m\u00faltiplas colunas:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#select columns with index positions 1 and 3\n<span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">iloc<\/span> [:, [1, 3]]\n\n\n        rebound points\n0 11 11\n1 7 8\n2 8 10\n3 10 6\n4 13 6\n5 13 5\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Ou poder\u00edamos selecionar todas as colunas de um intervalo:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#select columns with index positions in range 0 through 3\n<span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">iloc<\/span> [:, 0:3]\n\n        team points assists\n0 to 11 5\n1 To 7 7\n2 to 8 7\n3 B 10 9\n4 B 13 12\n5 B 13 9<\/span><\/span><\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Exemplo 2: Selecione colunas com base na indexa\u00e7\u00e3o de r\u00f3tulos<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como criar um DataFrame do pandas e usar <strong>.loc<\/strong> para selecionar a coluna com um r\u00f3tulo de \u00edndice de <strong>&#8220;bounces&#8221;<\/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<span style=\"color: #008080;\">\n\n#createDataFrame\n<span style=\"color: #000000;\">df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'A', 'A', 'B', 'B', 'B'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [11, 7, 8, 10, 13, 13],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [5, 7, 7, 9, 12, 9],\n                   ' <span style=\"color: #ff0000;\">rebounds<\/span> ': [11, 8, 10, 6, 6, 5]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span>df\n\n\tteam points assists rebounds\n0 A 11 5 11\n1 To 7 7 8\n2 to 8 7 10\n3 B 10 9 6\n4 B 13 12 6\n5 B 13 9 5\n\n<span style=\"color: #008080;\">#select column with index label 'rebounds'\n<\/span>df. <span style=\"color: #3366ff;\">loc<\/span> [:, ' <span style=\"color: #ff0000;\">rebounds<\/span> ']\n\n0 11\n1 8\n2 10\n3 6\n4 6\n5 5\nName: rebounds, dtype: int64<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Podemos usar sintaxe semelhante para selecionar m\u00faltiplas colunas com r\u00f3tulos de \u00edndice diferentes:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#select the columns with index labels 'points' and 'rebounds'\n<span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">loc<\/span> [:,[' <span style=\"color: #ff0000;\">points<\/span> ',' <span style=\"color: #ff0000;\">rebounds<\/span> ']]\n\n\trebound points\n0 11 11\n1 7 8\n2 8 10\n3 10 6\n4 13 6\n5 13 5<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Ou poder\u00edamos selecionar todas as colunas de um intervalo:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#select columns with index labels between 'team' and 'assists'\n<span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">loc<\/span> [:, ' <span style=\"color: #ff0000;\">team<\/span> ':' <span style=\"color: #ff0000;\">assists<\/span> ']\n\n\tteam points assists\n0 to 11 5\n1 To 7 7\n2 to 8 7\n3 B 10 9\n4 B 13 12\n5 B 13 9<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Relacionado:<\/strong><\/span> <a href=\"https:\/\/statorials.org\/pt\/pandas-loc-vs-iloc\/\" target=\"_blank\" rel=\"noopener\">Pandas loc vs iloc: qual a diferen\u00e7a?<\/a><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Recursos adicionais<\/strong><\/span><\/h3>\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\/indice-de-agrupamento-do-pandas\/\" target=\"_blank\" rel=\"noopener\">Como agrupar por \u00edndice em um DataFrame do Pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/pandas-selecionam-linhas-por-indice\/\" target=\"_blank\" rel=\"noopener\">Como selecionar linhas por \u00edndice em um DataFrame do Pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/pandas-obtem-o-numero-da-linha\/\" target=\"_blank\" rel=\"noopener noreferrer\">Como obter n\u00fameros de linha em um DataFrame do Pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/soltar-pandas-de-indice\/\" target=\"_blank\" rel=\"noopener noreferrer\">Como remover a coluna de \u00edndice em um DataFrame do Pandas<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Freq\u00fcentemente, voc\u00ea pode querer selecionar colunas em um DataFrame do pandas com base em seu valor de \u00edndice. Se quiser selecionar colunas com base na indexa\u00e7\u00e3o de inteiros, voc\u00ea pode usar a fun\u00e7\u00e3o .iloc . Se quiser selecionar colunas com base na indexa\u00e7\u00e3o de r\u00f3tulos, voc\u00ea pode usar a fun\u00e7\u00e3o .loc . Este tutorial fornece [&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-2406","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 selecionar colunas por \u00edndice em um Pandas DataFrame - Statorials<\/title>\n<meta name=\"description\" content=\"Este tutorial explica como selecionar colunas por \u00edndice em 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-seleciona-coluna-por-indice\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Como selecionar colunas por \u00edndice em um Pandas DataFrame - Statorials\" \/>\n<meta property=\"og:description\" content=\"Este tutorial explica como selecionar colunas por \u00edndice em um DataFrame do pandas, com v\u00e1rios exemplos.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pt\/pandas-seleciona-coluna-por-indice\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-22T10:10:15+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-seleciona-coluna-por-indice\/\",\"url\":\"https:\/\/statorials.org\/pt\/pandas-seleciona-coluna-por-indice\/\",\"name\":\"Como selecionar colunas por \u00edndice em um Pandas DataFrame - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pt\/#website\"},\"datePublished\":\"2023-07-22T10:10:15+00:00\",\"dateModified\":\"2023-07-22T10:10:15+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\"},\"description\":\"Este tutorial explica como selecionar colunas por \u00edndice em um DataFrame do pandas, com v\u00e1rios exemplos.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pt\/pandas-seleciona-coluna-por-indice\/#breadcrumb\"},\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pt\/pandas-seleciona-coluna-por-indice\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pt\/pandas-seleciona-coluna-por-indice\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Lar\",\"item\":\"https:\/\/statorials.org\/pt\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Como selecionar colunas por \u00edndice em um dataframe do pandas\"}]},{\"@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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