{"id":3205,"date":"2023-07-18T16:55:49","date_gmt":"2023-07-18T16:55:49","guid":{"rendered":"https:\/\/statorials.org\/pt\/pandas-acrescenta-varios-dataframes\/"},"modified":"2023-07-18T16:55:49","modified_gmt":"2023-07-18T16:55:49","slug":"pandas-acrescenta-varios-dataframes","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/pandas-acrescenta-varios-dataframes\/","title":{"rendered":"Como adicionar v\u00e1rios dataframes pandas (com exemplo)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\">Voc\u00ea pode usar a seguinte sintaxe b\u00e1sica para adicionar v\u00e1rios DataFrames do pandas de uma s\u00f3 vez:<\/span><\/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;\">#append multiple DataFrames<\/span>\ndf_big = pd. <span style=\"color: #3366ff;\">concat<\/span> ([df1,df2, df3], ignore_index= <span style=\"color: #008000;\">True<\/span> ) \n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Esta sintaxe espec\u00edfica adicionar\u00e1 <strong>df1<\/strong> , <strong>df2<\/strong> e <strong>df3<\/strong> em um \u00fanico DataFrame do pandas chamado <strong>df_big<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">O exemplo a seguir mostra como usar essa sintaxe na pr\u00e1tica.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Exemplo 1: Adicionar v\u00e1rios DataFrames Pandas de uma vez<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como adicionar v\u00e1rios DataFrames pandas de uma s\u00f3 vez:<\/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;\">#create three DataFrames<\/span>\ndf1 = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({'player': ['A', 'B', 'C', 'D', 'E'],\n                    'points':[12, 5, 13, 17, 27]})\n\ndf2 = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({'player': ['F', 'G', 'H', 'I', 'J'],\n                    'points':[24, 26, 27, 27, 12]})\n\ndf3 = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({'player': ['K', 'L', 'M', 'N', 'O'],\n                    'points':[9, 5, 5, 13, 17]})\n\n<span style=\"color: #008080;\">#append all DataFrames into one DataFrame<\/span>\ndf_big = pd. <span style=\"color: #3366ff;\">concat<\/span> ([df1,df2, df3], ignore_index= <span style=\"color: #008000;\">True<\/span> )\n\n<span style=\"color: #008080;\">#view resulting DataFrame<\/span>\n<span style=\"color: #008000;\">print<\/span> (df_big)\n\n        player points\n0 to 12\n1 B 5\n2 C 13\n3 D 17\n4 E 27\n5 F 24\n6 G 26\n7:27 a.m.\n8 I 27\n9 D 12\n10K 9\n11 L 5\n12 M 5\n13 N 13\n14 O 17<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">O resultado \u00e9 um DataFrame grande que cont\u00e9m todas as linhas de cada um dos tr\u00eas DataFrames individuais.<\/span><\/p>\n<p> <span style=\"color: #000000;\">O argumento <strong>ignore_index=True<\/strong> diz ao pandas para ignorar os n\u00fameros de \u00edndice originais em cada DataFrame e criar um novo \u00edndice que comece em 0 para o novo DataFrame.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Por exemplo, considere o que acontece quando n\u00e3o usamos <strong>ignore_index=True<\/strong> ao empilhar os dois DataFrames a seguir:<\/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;\">#create two DataFrames with indices<\/span>\ndf1 = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({'player': ['A', 'B', 'C', 'D', 'E'],\n                    'points':[12, 5, 13, 17, 27]},\n                    index=[0, 1, 2, 3, 4])\n\ndf2 = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({'player': ['F', 'G', 'H', 'I', 'J'],\n                    'points':[24, 26, 27, 27, 12]},\n                    index=[2, 4, 5, 6, 9])\n\n<span style=\"color: #008080;\">#stack the two DataFrames together<\/span>\ndf_big = pd. <span style=\"color: #3366ff;\">concat<\/span> ([df1,df2])\n\n<span style=\"color: #008080;\">#view resulting DataFrame<\/span>\n<span style=\"color: #008000;\">print<\/span> (df_big)\n\n        player points\n0 to 12\n1 B 5\n2 C 13\n3 D 17\n4 E 27\n2 F 24\n4G 26\n5:27 a.m.\n6 I 27\n9 D 12\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">O DataFrame resultante manteve seus valores de \u00edndice originais de ambos os DataFrames.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Em geral, voc\u00ea deve usar <strong>ignore_index=True<\/strong> ao adicionar v\u00e1rios DataFrames, a menos que tenha um motivo espec\u00edfico para manter os valores de \u00edndice originais.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Recursos adicionais<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/pt\/adicione-coluna-vazia-ao-dataframe-do-pandas\/\" target=\"_blank\" rel=\"noopener noreferrer\">Como adicionar uma coluna vazia a um DataFrame do Pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/inserir-coluna-do-dataframe-do-pandas\/\" target=\"_blank\" rel=\"noopener noreferrer\">Como inserir uma coluna em um DataFrame do Pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/exportar-dataframe-do-pandas-para-excel\/\" target=\"_blank\" rel=\"noopener noreferrer\">Como exportar um DataFrame do Pandas para Excel<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Voc\u00ea pode usar a seguinte sintaxe b\u00e1sica para adicionar v\u00e1rios DataFrames do pandas de uma s\u00f3 vez: import pandas as pd #append multiple DataFrames df_big = pd. concat ([df1,df2, df3], ignore_index= True ) Esta sintaxe espec\u00edfica adicionar\u00e1 df1 , df2 e df3 em um \u00fanico DataFrame do pandas chamado df_big . O exemplo a seguir [&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-3205","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 adicionar v\u00e1rios DataFrames Pandas (com exemplo) - Statorials<\/title>\n<meta name=\"description\" content=\"Este tutorial explica como adicionar v\u00e1rios DataFrames pandas de uma vez, incluindo um exemplo.\" \/>\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-acrescenta-varios-dataframes\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Como adicionar v\u00e1rios DataFrames Pandas (com exemplo) - Statorials\" \/>\n<meta property=\"og:description\" content=\"Este tutorial explica como adicionar v\u00e1rios DataFrames pandas de uma vez, incluindo um exemplo.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pt\/pandas-acrescenta-varios-dataframes\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-18T16:55:49+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-acrescenta-varios-dataframes\/\",\"url\":\"https:\/\/statorials.org\/pt\/pandas-acrescenta-varios-dataframes\/\",\"name\":\"Como adicionar v\u00e1rios DataFrames Pandas (com exemplo) - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pt\/#website\"},\"datePublished\":\"2023-07-18T16:55:49+00:00\",\"dateModified\":\"2023-07-18T16:55:49+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\"},\"description\":\"Este tutorial explica como adicionar v\u00e1rios DataFrames pandas de uma vez, incluindo um exemplo.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pt\/pandas-acrescenta-varios-dataframes\/#breadcrumb\"},\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pt\/pandas-acrescenta-varios-dataframes\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pt\/pandas-acrescenta-varios-dataframes\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Lar\",\"item\":\"https:\/\/statorials.org\/pt\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Como adicionar v\u00e1rios dataframes pandas (com exemplo)\"}]},{\"@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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