{"id":3004,"date":"2023-07-19T16:34:23","date_gmt":"2023-07-19T16:34:23","guid":{"rendered":"https:\/\/statorials.org\/pt\/pandas-nao-giram\/"},"modified":"2023-07-19T16:34:23","modified_gmt":"2023-07-19T16:34:23","slug":"pandas-nao-giram","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/pandas-nao-giram\/","title":{"rendered":"Como desdinamizar um dataframe do pandas (com exemplo)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">No pandas voc\u00ea pode usar a fun\u00e7\u00e3o <a href=\"https:\/\/pandas.pydata.org\/docs\/reference\/api\/pandas.melt.html\" target=\"_blank\" rel=\"noopener\">melt()<\/a> para destornar um DataFrame \u2013 convertendo-o de um formato amplo para um <a href=\"https:\/\/statorials.org\/pt\/dados-longos-versus-dados-amplos\/\" target=\"_blank\" rel=\"noopener\">formato longo<\/a> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">Esta fun\u00e7\u00e3o usa a seguinte sintaxe b\u00e1sica:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df_unpivot = pd. <span style=\"color: #3366ff;\">melt<\/span> (df, id_vars=' <span style=\"color: #ff0000;\">col1<\/span> ', value_vars=[' <span style=\"color: #ff0000;\">col2<\/span> ', ' <span style=\"color: #ff0000;\">col3<\/span> ', ...])\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Ouro:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>id_vars<\/strong> : as colunas a serem usadas como identificadores<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>value_vars<\/strong> : Colunas para unpivot<\/span><\/li>\n<\/ul>\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: desdinamizar um DataFrame do Pandas<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Suponha que temos o seguinte DataFrame do pandas:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame\n<span style=\"color: #000000;\">df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'B', 'C', 'D', 'E'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [18, 22, 19, 14, 14],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [5, 7, 7, 9, 12],\n                   ' <span style=\"color: #ff0000;\">rebounds<\/span> ': [11, 8, 10, 6, 6]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team points assists rebounds\n0 A 18 5 11\n1 B 22 7 8\n2 C 19 7 10\n3 D 14 9 6\n4 E 14 12 6<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Podemos usar a seguinte sintaxe para \u201cdesdinamizar\u201d o DataFrame:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#unpivot DataFrame from wide format to long format\n<span style=\"color: #000000;\">df_unpivot = pd. <span style=\"color: #3366ff;\">melt<\/span> (df, id_vars=' <span style=\"color: #ff0000;\">team<\/span> ', value_vars=[' <span style=\"color: #ff0000;\">points<\/span> ', ' <span style=\"color: #ff0000;\">assists<\/span> ', ' <span style=\"color: #ff0000;\">rebounds<\/span> '])\n<\/span>\n#view updated DataFrame\n<span style=\"color: #000000;\"><span style=\"color: #008000;\">print<\/span> (df_unpivot)\n\n   team variable value\n0 A points 18\n1 B points 22\n2 C points 19\n3 D dots 14\n4 E points 14\n5 A assists 5\n6 B assists 7\n7 C assists 7\n8 D assists 9\n9 E assists 12\n10 A rebounds 11\n11 B rebounds 8\n12 C rebounds 10\n13 D rebounds 6\n14 E rebounds 6\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Utilizamos a coluna <strong>time<\/strong> como coluna identificadora e optamos por n\u00e3o rotacionar as <strong>colunas<\/strong> de pontos, <strong>assist\u00eancias<\/strong> e <strong>rebotes<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">O resultado \u00e9 um DataFrame de formato longo.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Observe que tamb\u00e9m podemos usar os argumentos <strong>var_name<\/strong> e <strong>value_name<\/strong> para especificar os nomes das colunas no DataFrame n\u00e3o girado:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#unpivot DataFrame from wide format to long format<\/span>\ndf_unpivot = pd. <span style=\"color: #3366ff;\">melt<\/span> (df, id_vars=' <span style=\"color: #ff0000;\">team<\/span> ', value_vars=[' <span style=\"color: #ff0000;\">points<\/span> ', ' <span style=\"color: #ff0000;\">assists<\/span> ', ' <span style=\"color: #ff0000;\">rebounds<\/span> '],\n             var_name=' <span style=\"color: #ff0000;\">metric<\/span> ', value_name=' <span style=\"color: #ff0000;\">amount<\/span> ')\n\n<span style=\"color: #008080;\">#view updated DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df_unpivot)\n\n   team metric amount\n0 A points 18\n1 B points 22\n2 C points 19\n3 D dots 14\n4 E points 14\n5 A assists 5\n6 B assists 7\n7 C assists 7\n8 D assists 9\n9 E assists 12\n10 A rebounds 11\n11 B rebounds 8\n12 C rebounds 10\n13 D rebounds 6\n14 E rebounds 6\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Observe que as novas colunas agora s\u00e3o intituladas <strong>Metric<\/strong> e <strong>Amount<\/strong> .<\/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 opera\u00e7\u00f5es comuns em Python:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/pt\/pandas-adiciona-linha-ao-dataframe\/\" target=\"_blank\" rel=\"noopener\">Como adicionar linhas a um DataFrame do Pandas<\/a><br \/> Como adicionar colunas a um DataFrame do Pandas<br \/> <a href=\"https:\/\/statorials.org\/pt\/pandas-conta-valor-especifico-na-coluna\/\" target=\"_blank\" rel=\"noopener\">Como contar ocorr\u00eancias de valores espec\u00edficos no Pandas DataFrame<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>No pandas voc\u00ea pode usar a fun\u00e7\u00e3o melt() para destornar um DataFrame \u2013 convertendo-o de um formato amplo para um formato longo . Esta fun\u00e7\u00e3o usa a seguinte sintaxe b\u00e1sica: df_unpivot = pd. melt (df, id_vars=&#8217; col1 &#8216;, value_vars=[&#8216; col2 &#8216;, &#8216; col3 &#8216;, &#8230;]) Ouro: id_vars : as colunas a serem usadas como identificadores [&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-3004","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 desdinamizar um DataFrame do Pandas (com exemplo) - Estatologia<\/title>\n<meta name=\"description\" content=\"Este tutorial explica como desdinamizar um DataFrame do pandas, com 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-nao-giram\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Como desdinamizar um DataFrame do Pandas (com exemplo) - Estatologia\" \/>\n<meta property=\"og:description\" content=\"Este tutorial explica como desdinamizar um DataFrame do pandas, com um exemplo.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pt\/pandas-nao-giram\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-19T16:34:23+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-nao-giram\/\",\"url\":\"https:\/\/statorials.org\/pt\/pandas-nao-giram\/\",\"name\":\"Como desdinamizar um DataFrame do Pandas (com exemplo) - Estatologia\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pt\/#website\"},\"datePublished\":\"2023-07-19T16:34:23+00:00\",\"dateModified\":\"2023-07-19T16:34:23+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\"},\"description\":\"Este tutorial explica como desdinamizar um DataFrame do pandas, com um exemplo.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pt\/pandas-nao-giram\/#breadcrumb\"},\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pt\/pandas-nao-giram\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pt\/pandas-nao-giram\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Lar\",\"item\":\"https:\/\/statorials.org\/pt\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Como desdinamizar um dataframe do 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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