{"id":973,"date":"2023-07-28T03:22:54","date_gmt":"2023-07-28T03:22:54","guid":{"rendered":"https:\/\/statorials.org\/pt\/empilhar-dataframes-do-pandas\/"},"modified":"2023-07-28T03:22:54","modified_gmt":"2023-07-28T03:22:54","slug":"empilhar-dataframes-do-pandas","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/empilhar-dataframes-do-pandas\/","title":{"rendered":"Como empilhar v\u00e1rios dataframes pandas"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Freq\u00fcentemente, voc\u00ea pode querer empilhar dois ou mais DataFrames do pandas. Felizmente, isso \u00e9 f\u00e1cil de fazer usando a fun\u00e7\u00e3o pandas <a href=\"https:\/\/pandas.pydata.org\/docs\/reference\/api\/pandas.concat.html\" target=\"_blank\" rel=\"noopener noreferrer\">concat()<\/a> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">Este tutorial mostra v\u00e1rios exemplos de como fazer isso.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Exemplo 1: empilhar dois DataFrames Pandas<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como &#8220;empilhar&#8221; dois DataFrames do panda um sobre o outro e criar um DataFrame:<\/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<\/span>\ndf1 = pd.DataFrame({'player': ['A', 'B', 'C', 'D', 'E'],\n                    'points':[12, 5, 13, 17, 27]})\n\ndf2 = pd.DataFrame({'player': ['F', 'G', 'H', 'I', 'J'],\n                    'points':[24, 26, 27, 27, 12]})\n\n<span style=\"color: #008080;\">#\"stack\" the two DataFrames together<\/span>\ndf3 = pd. <span style=\"color: #3366ff;\">concat<\/span> ([df1,df2], ignore_index= <span style=\"color: #008000;\">True<\/span> )\n\n<span style=\"color: #008080;\">#view resulting DataFrame<\/span>\ndf3\n\n\tplayer 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\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Exemplo 2: empilhar tr\u00eas DataFrames Pandas<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">C\u00f3digo semelhante pode ser usado para empilhar tr\u00eas DataFrames panda uns sobre os outros para criar um DataFrame:<\/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.DataFrame({'player': ['A', 'B', 'C', 'D', 'E'],\n                    'points':[12, 5, 13, 17, 27]})\n\ndf2 = pd.DataFrame({'player': ['F', 'G', 'H', 'I', 'J'],\n                    'points':[24, 26, 27, 27, 12]})\n\ndf3 = pd.DataFrame({'player': ['K', 'L', 'M', 'N', 'O'],\n                    'points':[9, 5, 5, 13, 17]})\n\n<span style=\"color: #008080;\">#\"stack\" the two DataFrames together<\/span>\ndf4 = 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>\ndf4\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<h3> <span style=\"color: #000000;\"><strong>A import\u00e2ncia de ignore_index<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Observe que nos exemplos anteriores usamos <strong>ignore_index=True<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">Isso diz ao pandas para ignorar os n\u00fameros de \u00edndice em cada DataFrame e criar um novo \u00edndice variando de 0 a n-1 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.DataFrame({'player': ['A', 'B', 'C', 'D', 'E'],\n                    'points':[12, 5, 13, 17, 27]},\n                    index=[0, 1, 2, 3, 4])\n\ndf2 = pd.DataFrame({'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>\ndf3 = pd. <span style=\"color: #3366ff;\">concat<\/span> ([df1,df2])\n\n<span style=\"color: #008080;\">#view resulting DataFrame<\/span>\ndf3\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;\">Portanto, voc\u00ea geralmente deve usar <strong>ignore_index=True<\/strong> ao empilhar dois 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> <span style=\"color: #000000;\">Os tutoriais a seguir explicam como realizar outras tarefas comuns no Pandas:<\/span><\/p>\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>Freq\u00fcentemente, voc\u00ea pode querer empilhar dois ou mais DataFrames do pandas. Felizmente, isso \u00e9 f\u00e1cil de fazer usando a fun\u00e7\u00e3o pandas concat() . Este tutorial mostra v\u00e1rios exemplos de como fazer isso. Exemplo 1: empilhar dois DataFrames Pandas O c\u00f3digo a seguir mostra como &#8220;empilhar&#8221; dois DataFrames do panda um sobre o outro e criar [&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-973","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 empilhar v\u00e1rios DataFrames Pandas \u2013 Estatologia<\/title>\n<meta name=\"description\" content=\"Uma explica\u00e7\u00e3o simples de como empilhar dois ou mais DataFrames do pandas, incluindo 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\/empilhar-dataframes-do-pandas\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Como empilhar v\u00e1rios DataFrames Pandas \u2013 Estatologia\" \/>\n<meta property=\"og:description\" content=\"Uma explica\u00e7\u00e3o simples de como empilhar dois ou mais DataFrames do pandas, incluindo v\u00e1rios exemplos.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pt\/empilhar-dataframes-do-pandas\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-28T03:22:54+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\/empilhar-dataframes-do-pandas\/\",\"url\":\"https:\/\/statorials.org\/pt\/empilhar-dataframes-do-pandas\/\",\"name\":\"Como empilhar v\u00e1rios DataFrames Pandas \u2013 Estatologia\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pt\/#website\"},\"datePublished\":\"2023-07-28T03:22:54+00:00\",\"dateModified\":\"2023-07-28T03:22:54+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\"},\"description\":\"Uma explica\u00e7\u00e3o simples de como empilhar dois ou mais DataFrames do pandas, incluindo v\u00e1rios exemplos.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pt\/empilhar-dataframes-do-pandas\/#breadcrumb\"},\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pt\/empilhar-dataframes-do-pandas\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pt\/empilhar-dataframes-do-pandas\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Lar\",\"item\":\"https:\/\/statorials.org\/pt\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Como empilhar v\u00e1rios dataframes 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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