{"id":2119,"date":"2023-07-23T14:55:03","date_gmt":"2023-07-23T14:55:03","guid":{"rendered":"https:\/\/statorials.org\/pt\/dplyr-excluir-linhas\/"},"modified":"2023-07-23T14:55:03","modified_gmt":"2023-07-23T14:55:03","slug":"dplyr-excluir-linhas","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/dplyr-excluir-linhas\/","title":{"rendered":"Como deletar linhas usando dplyr (com exemplos)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Voc\u00ea pode usar a seguinte sintaxe b\u00e1sica para remover linhas de um quadro de dados em R usando dplyr:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1. Exclua qualquer linha com NA<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>df %&gt;%\n  n \/ A. <span style=\"color: #3366ff;\">omit<\/span> ()<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\"><strong>2. Exclua qualquer linha com NA em uma coluna espec\u00edfica<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\">df %&gt;%<\/span><\/strong>\n<strong><span style=\"color: #000000;\">filter( <span style=\"color: #ff0000;\">!<\/span> is. <span style=\"color: #3366ff;\">na<\/span> (column_name))<\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>3. Remova duplicatas<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>df %&gt;%\n  distinct()\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\"><strong>4. Exclua linhas por posi\u00e7\u00e3o de \u00edndice<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>df %&gt;%<\/strong><\/span>\n<span style=\"color: #000000;\"><strong>filter( <span style=\"color: #ff0000;\">!<\/span> row_number() <span style=\"color: #ff0000;\">%in%<\/span> c(1, 2, 4))<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\"><strong>5. Exclua linhas com base na condi\u00e7\u00e3o<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>df %&gt;%\n  filter(column1 <span style=\"color: #008000;\">==<\/span> ' <span style=\"color: #ff0000;\">A<\/span> ' | column2 <span style=\"color: #008000;\">&gt;<\/span> 8)<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Os exemplos a seguir mostram como usar cada um desses m\u00e9todos na pr\u00e1tica com o seguinte quadro de dados:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #ff0000;\">library<\/span> (dplyr)<\/span>\n\n#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (team=c('A', 'A', 'B', 'B', 'C', 'C'),\n                 points=c(4, NA, 7, 5, 9, 9),\n                 assists=c(1, 3, 5, NA, 2, 2))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  team points assists\n1 to 4 1\n2 A NA 3\n3 B 7 5\n4 B 5 NA\n5 C 9 2\n6 C 9 2\n<\/strong><\/span><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Exemplo 1: Exclua qualquer linha com NA<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como remover quaisquer linhas contendo valores NA do quadro de dados:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#remove any row with NA<\/span>\ndf %&gt;%\n  n \/ A. <span style=\"color: #3366ff;\">omit<\/span> ()\n\n  team points assists\n1 to 4 1\n3 B 7 5\n5 C 9 2\n6 C 9 2<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Exemplo 2: Exclua qualquer linha com NA em colunas espec\u00edficas<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como excluir qualquer linha contendo valores NA em uma coluna espec\u00edfica:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#remove any row with NA in 'points' column:<\/span>\ndf %&gt;%\n  filter( <span style=\"color: #ff0000;\">!<\/span> is. <span style=\"color: #3366ff;\">na<\/span> (dots))\n\n  team points assists\n1 to 4 1\n2 B 7 5\n3 B 5 NA\n4 C 9 2\n5 C 9 2<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Exemplo 3: Remover linhas duplicadas<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como remover linhas duplicadas:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#remove duplicate rows<\/span>\ndf %&gt;%\n  distinct()\n\n  team points assists\n1 to 4 1\n2 A NA 3\n3 B 7 5\n4 B 5 NA\n5 C 9 2<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Exemplo 4: Excluir linhas por posi\u00e7\u00e3o de \u00edndice<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como excluir linhas com base na posi\u00e7\u00e3o do \u00edndice:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#remove rows 1, 2, and 4<\/span>\n<span style=\"color: #000000;\">df %&gt;%\n<\/span><span style=\"color: #000000;\">filter( <span style=\"color: #ff0000;\">!<\/span> row_number() <span style=\"color: #ff0000;\">%in%<\/span> c(1, 2, 4))<\/span>\n\n  team points assists\n1 B 7 5\n2 C 9 2\n3 C 9 2<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Exemplo 5: Excluir linhas com base na condi\u00e7\u00e3o<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como excluir linhas com base em condi\u00e7\u00f5es espec\u00edficas:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#only keep rows where team is equal to 'A' or points is greater than 8<\/span>\n<span style=\"color: #000000;\">df %&gt;%\n  filter(column1 <span style=\"color: #008000;\">==<\/span> ' <span style=\"color: #ff0000;\">A<\/span> ' | column2 <span style=\"color: #008000;\">&gt;<\/span> 8)<\/span>\n\n  team points assists\n1 to 4 1\n2 A NA 3\n3 C 9 2\n4 C 9 2<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Recursos adicionais<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Os tutoriais a seguir explicam como executar outras fun\u00e7\u00f5es comuns no dplyr:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/pt\/dplyr-seleciona-colunas-por-indice\/\" target=\"_blank\" rel=\"noopener\">Como selecionar colunas por \u00edndice usando dplyr<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/classificacao-dplyr-por-grupo\/\" target=\"_blank\" rel=\"noopener\">Como classificar vari\u00e1veis por grupo usando dplyr<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/dplyr-substitua-na-por-zero\/\" target=\"_blank\" rel=\"noopener\">Como substituir NA por Zero no dplyr<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Voc\u00ea pode usar a seguinte sintaxe b\u00e1sica para remover linhas de um quadro de dados em R usando dplyr: 1. Exclua qualquer linha com NA df %&gt;% n \/ A. omit () 2. Exclua qualquer linha com NA em uma coluna espec\u00edfica df %&gt;% filter( ! is. na (column_name)) 3. Remova duplicatas df %&gt;% distinct() [&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-2119","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 deletar linhas usando dplyr (com exemplos) \u2013 Estatoriais<\/title>\n<meta name=\"description\" content=\"Este tutorial explica como excluir linhas de um quadro de dados em R usando dplyr, 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\/dplyr-excluir-linhas\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Como deletar linhas usando dplyr (com exemplos) \u2013 Estatoriais\" \/>\n<meta property=\"og:description\" content=\"Este tutorial explica como excluir linhas de um quadro de dados em R usando dplyr, com v\u00e1rios exemplos.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pt\/dplyr-excluir-linhas\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-23T14:55:03+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\/dplyr-excluir-linhas\/\",\"url\":\"https:\/\/statorials.org\/pt\/dplyr-excluir-linhas\/\",\"name\":\"Como deletar linhas usando dplyr (com exemplos) \u2013 Estatoriais\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pt\/#website\"},\"datePublished\":\"2023-07-23T14:55:03+00:00\",\"dateModified\":\"2023-07-23T14:55:03+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\"},\"description\":\"Este tutorial explica como excluir linhas de um quadro de dados em R usando dplyr, com v\u00e1rios exemplos.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pt\/dplyr-excluir-linhas\/#breadcrumb\"},\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pt\/dplyr-excluir-linhas\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pt\/dplyr-excluir-linhas\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Lar\",\"item\":\"https:\/\/statorials.org\/pt\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Como deletar linhas usando dplyr (com exemplos)\"}]},{\"@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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