{"id":2384,"date":"2023-07-22T12:19:06","date_gmt":"2023-07-22T12:19:06","guid":{"rendered":"https:\/\/statorials.org\/pt\/dplyr-remover-na\/"},"modified":"2023-07-22T12:19:06","modified_gmt":"2023-07-22T12:19:06","slug":"dplyr-remover-na","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/dplyr-remover-na\/","title":{"rendered":"Como deletar linhas com valores na usando dplyr"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Voc\u00ea pode usar os seguintes m\u00e9todos do pacote <a href=\"https:\/\/dplyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">dplyr<\/a> para remover linhas com valores NA:<\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">M\u00e9todo 1: Remover linhas com valores NA em qualquer coluna<\/span><\/strong><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#remove rows with NA value in any column<\/span>\ndf %&gt;%\n  n \/ A. <span style=\"color: #3366ff;\">omit<\/span> ()\n<\/strong><\/pre>\n<p> <strong><span style=\"color: #000000;\">M\u00e9todo 2: Remover linhas com valores NA em determinadas colunas<\/span><\/strong><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#remove rows with NA value in 'col1' or 'col2'<\/span>\ndf %&gt;%\n  filter_at(vars(col1, col2), all_vars( <span style=\"color: #800080;\">!<\/span> is. <span style=\"color: #3366ff;\">na<\/span> (.)))\n<\/strong><\/pre>\n<p> <strong><span style=\"color: #000000;\">M\u00e9todo 3: Remover linhas com valores NA em uma coluna espec\u00edfica<\/span><\/strong><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#remove rows with NA value in 'col1'<\/span>\ndf %&gt;%\n  filter( <span style=\"color: #800080;\">!<\/span> is. <span style=\"color: #3366ff;\">na<\/span> (col1))<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Os exemplos a seguir mostram como usar esses m\u00e9todos na pr\u00e1tica com o seguinte quadro de dados:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame with some missing values\n<span style=\"color: #000000;\">df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (team=c('A', 'A', 'B', 'B', 'C'),\n                 points=c(99, 90, 86, 88, NA),\n                 assists=c(33, NA, 31, 39, 34),\n                 rebounds=c(NA, 28, 24, 24, 28))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  team points assists rebounds\n1 A 99 33 NA\n2 A 90 NA 28\n3 B 86 31 24\n4 B 88 39 24\n5 C NA 34 28<\/span><\/span><\/strong><\/pre>\n<h3> <strong><span style=\"color: #000000;\">M\u00e9todo 1: Remover linhas com valores NA em qualquer coluna<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como remover linhas com valores NA em qualquer coluna do quadro de dados:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#remove rows with NA value in any column<\/span>\ndf %&gt;%\n  n \/ A. <span style=\"color: #3366ff;\">omit<\/span> ()\n\n  team points assists rebounds\n3 B 86 31 24\n4 B 88 39 24\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">As \u00fanicas duas linhas restantes s\u00e3o aquelas sem valores de NA em nenhuma coluna.<\/span><\/p>\n<h3> <strong><span style=\"color: #000000;\">M\u00e9todo 2: Remover linhas com valores NA em determinadas colunas<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como remover linhas com valores NA em qualquer coluna do quadro de dados:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#remove rows with NA value in 'points' or 'assists' columns<\/span>\ndf %&gt;%\n  filter_at(vars(points, assists), all_vars( <span style=\"color: #800080;\">!<\/span> is. <span style=\"color: #3366ff;\">na<\/span> (.)))\n\n  team points assists rebounds\n1 A 99 33 NA\n2 B 86 31 24\n3 B 88 39 24\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">As \u00fanicas linhas restantes s\u00e3o aquelas sem nenhum valor de NA nas colunas \u201cpontos\u201d ou \u201cassist\u00eancias\u201d.<\/span><\/p>\n<h3> <strong><span style=\"color: #000000;\">M\u00e9todo 3: Remover linhas com valores NA em uma coluna espec\u00edfica<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como remover linhas com valores NA em uma coluna espec\u00edfica do quadro de dados:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#remove rows with NA value in 'points' column<\/span>\ndf %&gt;%\n  filter( <span style=\"color: #800080;\">!<\/span> is. <span style=\"color: #3366ff;\">na<\/span> (dots))\n\n  team points assists rebounds\n1 A 99 33 NA\n2 A 90 NA 28\n3 B 86 31 24\n4 B 88 39 24\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">As \u00fanicas linhas restantes s\u00e3o aquelas sem nenhum valor NA na coluna \u201cpontos\u201d.<\/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 usando dplyr:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/pt\/filtrar-linhas-que-contem-string-dplyr\/\" target=\"_blank\" rel=\"noopener\">dplyr: Como filtrar linhas contendo determinadas strings<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/dplyr-substitua-na-por-zero\/\" target=\"_blank\" rel=\"noopener\">dplyr: Como substituir valores NA por zero<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/filtro-dplyr-nao-esta-em\/\" target=\"_blank\" rel=\"noopener\">dplyr: Como usar um filtro \u201cn\u00e3o inclu\u00eddo\u201d<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Voc\u00ea pode usar os seguintes m\u00e9todos do pacote dplyr para remover linhas com valores NA: M\u00e9todo 1: Remover linhas com valores NA em qualquer coluna library (dplyr) #remove rows with NA value in any column df %&gt;% n \/ A. omit () M\u00e9todo 2: Remover linhas com valores NA em determinadas colunas library (dplyr) #remove [&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-2384","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 com valores NA usando dplyr \u2013 Statorials<\/title>\n<meta name=\"description\" content=\"Este tutorial explica como excluir linhas com valores NA usando o pacote dplyr em R, 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-remover-na\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta 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