{"id":2220,"date":"2023-07-23T05:04:40","date_gmt":"2023-07-23T05:04:40","guid":{"rendered":"https:\/\/statorials.org\/pt\/conta-separada-dplyr\/"},"modified":"2023-07-23T05:04:40","modified_gmt":"2023-07-23T05:04:40","slug":"conta-separada-dplyr","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/conta-separada-dplyr\/","title":{"rendered":"Como contar valores distintos usando dplyr (com exemplos)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Voc\u00ea pode usar qualquer um dos seguintes m\u00e9todos para contar o n\u00famero de valores distintos em um quadro de dados R usando a fun\u00e7\u00e3o <strong>n_distinct()<\/strong> de <a href=\"https:\/\/dplyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">dplyr<\/a> :<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>M\u00e9todo 1: contar valores distintos em uma coluna<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>n_distinct(df$column_name)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>M\u00e9todo 2: contar valores distintos em todas as colunas<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>sapply(df, <span style=\"color: #008000;\">function<\/span> (x) n_distinct(x))<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>M\u00e9todo 3: contar valores distintos por grupo<\/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;\"><span style=\"color: #3366ff;\">group_by<\/span> (grouping_column) %&gt;%<\/span><\/strong>\n<strong><span style=\"color: #000000;\"><span style=\"color: #3366ff;\">summarize<\/span> (count_distinct = n_distinct(values_column))<\/span><\/strong><\/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;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (team=c('A', 'A', 'A', 'A', 'B', 'B', 'B', 'B'),\n                 points=c(6, 6, 8, 10, 9, 9, 12, 12),\n                 assists=c(3, 6, 4, 2, 4, 5, 5, 9))\n\n<span style=\"color: #008080;\">#view data frame<\/span>\ndf\n\n  team points assists\n1 to 6 3\n2 to 6 6\n3 to 8 4\n4 to 10 2\n5 B 9 4\n6 B 9 5\n7 B 12 5\n8 B 12 9\n<\/span><\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>M\u00e9todo 1: contar valores distintos em uma coluna<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como usar <strong>n_distinct()<\/strong> para contar o n\u00famero de valores distintos na coluna \u2018team\u2019:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#count distinct values in 'team' column\n<span style=\"color: #000000;\">n_distinct(df$team)\n\n[1] 2\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Existem <strong>2<\/strong> valores distintos na coluna \u2018equipe\u2019.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>M\u00e9todo 2: contar valores distintos em todas as colunas<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como usar as fun\u00e7\u00f5es <strong>sapply()<\/strong> e <strong>n_distinct()<\/strong> para contar o n\u00famero de valores distintos em cada coluna do quadro de dados:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#count distinct values in every column<\/span>\nsapply(df, <span style=\"color: #008000;\">function<\/span> (x) n_distinct(x))<\/span>\n<span style=\"color: #000000;\">\n   team points assists \n      2 5 6<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Pelo resultado podemos ver:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Existem <strong>2<\/strong> valores distintos na coluna \u2018equipe\u2019<\/span><\/li>\n<li> <span style=\"color: #000000;\">Existem <strong>5<\/strong> valores distintos na coluna \u201cpontos\u201d<\/span><\/li>\n<li> <span style=\"color: #000000;\">Existem <strong>6<\/strong> valores distintos na coluna \u201cajuda\u201d<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>M\u00e9todo 3: contar valores distintos por grupo<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como usar a fun\u00e7\u00e3o <strong>n_distinct()<\/strong> para contar o n\u00famero de valores distintos por grupo:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#count distinct 'points' values by 'team'\n<\/span>df %&gt;%\n  <span style=\"color: #3366ff;\">group_by<\/span> (team) %&gt;%\n  <span style=\"color: #3366ff;\">summarize<\/span> (distinct_points = n_distinct(points))\n\n# A tibble: 2 x 2\n  team distinct_points \n1 to 3\n2 B 2\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Pelo resultado podemos ver:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Existem <strong>3<\/strong> valores de pontos distintos para o Time A.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Existem <strong>2<\/strong> valores de pontos separados para a Equipe B.<\/span><\/li>\n<\/ul>\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\/recodificar-dplyr\/\" target=\"_blank\" rel=\"noopener\">Como recodificar valores 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><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\/selecione-a-primeira-linha-do-grupo-dplyr\/\" target=\"_blank\" rel=\"noopener\">Como selecionar a primeira linha por grupo usando dplyr<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Voc\u00ea pode usar qualquer um dos seguintes m\u00e9todos para contar o n\u00famero de valores distintos em um quadro de dados R usando a fun\u00e7\u00e3o n_distinct() de dplyr : M\u00e9todo 1: contar valores distintos em uma coluna n_distinct(df$column_name) M\u00e9todo 2: contar valores distintos em todas as colunas sapply(df, function (x) n_distinct(x)) M\u00e9todo 3: contar valores distintos [&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-2220","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 contar valores distintos usando dplyr (com exemplos) \u2013 Estatoriais<\/title>\n<meta name=\"description\" content=\"Este tutorial explica como contar valores distintos usando 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\" 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