{"id":3436,"date":"2023-07-17T12:10:17","date_gmt":"2023-07-17T12:10:17","guid":{"rendered":"https:\/\/statorials.org\/pt\/pandas-anti-juncao\/"},"modified":"2023-07-17T12:10:17","modified_gmt":"2023-07-17T12:10:17","slug":"pandas-anti-juncao","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/pandas-anti-juncao\/","title":{"rendered":"Como realizar um anti-join no pandas"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Uma <strong>anti-jun\u00e7\u00e3o<\/strong> permite retornar todas as linhas em um conjunto de dados que n\u00e3o possuem valores correspondentes em outro conjunto de dados.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Voc\u00ea pode usar a seguinte sintaxe para realizar uma anti-jun\u00e7\u00e3o entre dois DataFrames do pandas:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>outer = df1. <span style=\"color: #3366ff;\">merge<\/span> (df2, how=' <span style=\"color: #ff0000;\">outer<\/span> ', indicator= <span style=\"color: #008000;\">True<\/span> )\n\nanti_join = outer[(outer._merge==' <span style=\"color: #ff0000;\">left_only<\/span> ')]. <span style=\"color: #3366ff;\">drop<\/span> (' <span style=\"color: #ff0000;\">_merge<\/span> ', axis= <span style=\"color: #008000;\">1<\/span> )\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">O exemplo a seguir mostra como usar essa sintaxe na pr\u00e1tica.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Exemplo: realizando uma anti-jun\u00e7\u00e3o no Pandas<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Vamos supor que temos os dois DataFrames panda a seguir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#create first DataFrame\n<\/span>df1 = 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, 30]})\n\n<span style=\"color: #008000;\">print<\/span> (df1)\n\n  team points\n0 to 18\n1 B 22\n2 C 19\n3 D 14\n4 E 30\n\n<span style=\"color: #008080;\">#create second DataFrame\n<\/span>df2 = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'B', 'C', 'F', 'G'],\n                    ' <span style=\"color: #ff0000;\">points<\/span> ': [18, 22, 19, 22, 29]})\n\n<span style=\"color: #008000;\">print<\/span> (df2)\n\n  team points\n0 to 18\n1 B 22\n2 C 19\n3 F 22\n4 G 29\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Podemos usar o c\u00f3digo a seguir para retornar todas as linhas do primeiro DataFrame que n\u00e3o possuem uma equipe correspondente no segundo DataFrame:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#perform outer join<\/span>\nouter = df1. <span style=\"color: #3366ff;\">merge<\/span> (df2, how=' <span style=\"color: #ff0000;\">outer<\/span> ', indicator= <span style=\"color: #008000;\">True<\/span> )\n\n<span style=\"color: #008080;\">#perform anti-join\n<\/span>anti_join = outer[(outer._merge==' <span style=\"color: #ff0000;\">left_only<\/span> ')]. <span style=\"color: #3366ff;\">drop<\/span> (' <span style=\"color: #ff0000;\">_merge<\/span> ', axis= <span style=\"color: #008000;\">1<\/span> )\n\n<span style=\"color: #008080;\">#view results\n<\/span><span style=\"color: #008000;\">print<\/span> (anti_join)\n\n  team points\n3 D 14\n4 E 30<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Podemos ver que existem exatamente duas equipes do primeiro DataFrame que n\u00e3o possuem um nome de equipe correspondente no segundo DataFrame.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A anti-jun\u00e7\u00e3o funcionou conforme o esperado.<\/span><\/p>\n<p> <span style=\"color: #000000;\">O resultado final \u00e9 um DataFrame que cont\u00e9m apenas as linhas onde o nome da equipe pertence ao primeiro DataFrame, mas n\u00e3o ao segundo DataFrame.<\/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 tarefas comuns em pandas:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/pt\/selos-interiores-de-pandas\/\" target=\"_blank\" rel=\"noopener\">Como fazer uma jun\u00e7\u00e3o interna no Pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/esquerda-junte-se-aos-pandas\/\" target=\"_blank\" rel=\"noopener\">Como fazer uma jun\u00e7\u00e3o \u00e0 esquerda no Pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/pandas-cruzados\/\" target=\"_blank\" rel=\"noopener\">Como fazer uma jun\u00e7\u00e3o cruzada no Pandas<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Uma anti-jun\u00e7\u00e3o permite retornar todas as linhas em um conjunto de dados que n\u00e3o possuem valores correspondentes em outro conjunto de dados. Voc\u00ea pode usar a seguinte sintaxe para realizar uma anti-jun\u00e7\u00e3o entre dois DataFrames do pandas: outer = df1. merge (df2, how=&#8217; outer &#8216;, indicator= True ) anti_join = outer[(outer._merge==&#8217; left_only &#8216;)]. drop (&#8216; [&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-3436","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 realizar um anti-join no Pandas \u2013 Estatoriais<\/title>\n<meta name=\"description\" content=\"Este tutorial explica como realizar um anti-join no 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-anti-juncao\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Como realizar um anti-join no Pandas \u2013 Estatoriais\" \/>\n<meta property=\"og:description\" content=\"Este tutorial explica como realizar um anti-join no pandas, com um exemplo.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pt\/pandas-anti-juncao\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-17T12:10:17+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-anti-juncao\/\",\"url\":\"https:\/\/statorials.org\/pt\/pandas-anti-juncao\/\",\"name\":\"Como realizar um anti-join no Pandas \u2013 Estatoriais\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pt\/#website\"},\"datePublished\":\"2023-07-17T12:10:17+00:00\",\"dateModified\":\"2023-07-17T12:10:17+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\"},\"description\":\"Este tutorial explica como realizar um anti-join no pandas, com um exemplo.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pt\/pandas-anti-juncao\/#breadcrumb\"},\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pt\/pandas-anti-juncao\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pt\/pandas-anti-juncao\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Lar\",\"item\":\"https:\/\/statorials.org\/pt\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Como realizar um anti-join no 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. Com vasta experi\u00eancia e conhecimento na \u00e1rea de estat\u00edstica, estou empenhado em compartilhar meu conhecimento para capacitar os alunos por meio de Statorials. Saber mais\",\"sameAs\":[\"https:\/\/statorials.org\/pt\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Como realizar um anti-join no Pandas \u2013 Estatoriais","description":"Este tutorial explica como realizar um anti-join no pandas, com um exemplo.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/pt\/pandas-anti-juncao\/","og_locale":"pt_PT","og_type":"article","og_title":"Como realizar um anti-join no Pandas \u2013 Estatoriais","og_description":"Este tutorial explica como realizar um anti-join no pandas, com um exemplo.","og_url":"https:\/\/statorials.org\/pt\/pandas-anti-juncao\/","og_site_name":"Statorials","article_published_time":"2023-07-17T12:10:17+00:00","author":"Dr. benjamim anderson","twitter_card":"summary_large_image","twitter_misc":{"Escrito por":"Dr. benjamim anderson","Tempo estimado de leitura":"2 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/pt\/pandas-anti-juncao\/","url":"https:\/\/statorials.org\/pt\/pandas-anti-juncao\/","name":"Como realizar um anti-join no Pandas \u2013 Estatoriais","isPartOf":{"@id":"https:\/\/statorials.org\/pt\/#website"},"datePublished":"2023-07-17T12:10:17+00:00","dateModified":"2023-07-17T12:10:17+00:00","author":{"@id":"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666"},"description":"Este tutorial explica como realizar um anti-join no pandas, com um exemplo.","breadcrumb":{"@id":"https:\/\/statorials.org\/pt\/pandas-anti-juncao\/#breadcrumb"},"inLanguage":"pt-PT","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/pt\/pandas-anti-juncao\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/pt\/pandas-anti-juncao\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Lar","item":"https:\/\/statorials.org\/pt\/"},{"@type":"ListItem","position":2,"name":"Como realizar um anti-join no 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. Com vasta experi\u00eancia e conhecimento na \u00e1rea de estat\u00edstica, estou empenhado em compartilhar meu conhecimento para capacitar os alunos por meio de Statorials. Saber mais","sameAs":["https:\/\/statorials.org\/pt"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/pt\/wp-json\/wp\/v2\/posts\/3436","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/statorials.org\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/pt\/wp-json\/wp\/v2\/comments?post=3436"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/pt\/wp-json\/wp\/v2\/posts\/3436\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/pt\/wp-json\/wp\/v2\/media?parent=3436"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/pt\/wp-json\/wp\/v2\/categories?post=3436"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/pt\/wp-json\/wp\/v2\/tags?post=3436"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}