{"id":3137,"date":"2023-07-19T01:06:07","date_gmt":"2023-07-19T01:06:07","guid":{"rendered":"https:\/\/statorials.org\/pt\/boxplot-com-media-em-r\/"},"modified":"2023-07-19T01:06:07","modified_gmt":"2023-07-19T01:06:07","slug":"boxplot-com-media-em-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/boxplot-com-media-em-r\/","title":{"rendered":"Como desenhar boxplots com valores m\u00e9dios em r (com exemplos)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\">Voc\u00ea pode usar os seguintes m\u00e9todos para desenhar um box plot com um valor m\u00e9dio em R:<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong><span style=\"color: #000000;\">M\u00e9todo 1: Use Base R<\/span><\/strong><\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create boxplots\n<\/span>boxplot(df$values~df$group)\n\n<span style=\"color: #008080;\">#calculate mean value by group\n<\/span>means &lt;- tapply(df$values, df$group, mean)\n\n<span style=\"color: #008080;\">#add means as circles to each boxplot\n<\/span>points(means, pch= <span style=\"color: #008000;\">20<\/span> )<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>M\u00e9todo 2: use ggplot2<\/strong><\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (ggplot2)\n\n<span style=\"color: #008080;\">#create boxplots with mean values shown as circles\n<\/span>ggplot(df, aes(x=group, y=values, fill=group)) +\n  geom_boxplot() +\n  stat_summary(fun=mean, geom=' <span style=\"color: #ff0000;\">point<\/span> ', shape= <span style=\"color: #008000;\">20<\/span> )\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Os exemplos a seguir mostram como usar cada m\u00e9todo na pr\u00e1tica com o seguinte quadro de dados em R:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame\n<span style=\"color: #000000;\">df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (team=rep(c('A', 'B', 'C'), each= <span style=\"color: #008000;\">5<\/span> ),\n                 points=c(4, 4, 5, 6, 8, 7, 6, 8, 9, 12,\n                          11, 12, 13, 16, 18))<\/span>\n\n#view first six rows of data frame\n<span style=\"color: #000000;\">head(df)\n\n  team points\n1 to 4\n2 to 4\n3 to 5\n4 to 6\n5 to 8\n6 B 7\n<\/span><\/span><\/strong><\/pre>\n<h3> <strong><span style=\"color: #000000;\">Exemplo 1: Crie boxplots com valores m\u00e9dios na base R<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como criar boxplots com valores m\u00e9dios na base R:<\/span><\/span> <\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create boxplots\n<\/span>boxplot(df$points~df$team)\n\n<span style=\"color: #008080;\">#calculate mean value by group\n<\/span>means &lt;- tapply(df$points, df$team, mean)\n\n<span style=\"color: #008080;\">#add means as circles to each boxplot\n<\/span>points(means, pch= <span style=\"color: #008000;\">20<\/span> , cex= <span style=\"color: #008000;\">1.5<\/span> )<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-26695 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/boxplot_mean1.jpg\" alt=\"\" width=\"449\" height=\"412\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">As linhas pretas dentro de cada boxplot representam o valor <strong>mediano<\/strong> e os c\u00edrculos pretos dentro de cada boxplot representam o valor <strong>m\u00e9dio<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Nota<\/strong> : Altere o valor do argumento <strong>cex<\/strong> para alterar o tamanho do c\u00edrculo.<\/span><\/p>\n<h3> <strong><span style=\"color: #000000;\">Exemplo 2: Crie boxplots com valores m\u00e9dios em ggplot2<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como criar boxplots com valores m\u00e9dios no ggplot2:<\/span> <\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (ggplot2)\n\n<span style=\"color: #008080;\">#create boxplots with mean values\n<\/span>ggplot(df, aes(x=team, y=points, fill=team)) +\n  geom_boxplot() +\n  stat_summary(fun=mean, geom=' <span style=\"color: #ff0000;\">point<\/span> ', shape= <span style=\"color: #008000;\">20<\/span> , size= <span style=\"color: #008000;\">8<\/span> ) +\n  theme(legend. <span style=\"color: #3366ff;\">position<\/span> = ' <span style=\"color: #ff0000;\">none<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-26696\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/boxplot_mean2.jpg\" alt=\"boxplot com valor m\u00e9dio em R\" width=\"450\" height=\"451\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">As linhas pretas dentro de cada boxplot representam o valor <strong>mediano<\/strong> e os c\u00edrculos pretos dentro de cada boxplot representam o valor <strong>m\u00e9dio<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Nota<\/strong> : Altere o valor do argumento <b>size<\/b> na fun\u00e7\u00e3o <strong>stat_summary()<\/strong> para alterar o tamanho do c\u00edrculo.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Recursos adicionais<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Os tutoriais a seguir oferecem informa\u00e7\u00f5es adicionais sobre boxplots:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/pt\/quando-usar-o-boxplot\/\" target=\"_blank\" rel=\"noopener\">Quando voc\u00ea deve usar um box plot? (3 cen\u00e1rios)<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/simetria-do-boxplot\/\" target=\"_blank\" rel=\"noopener\">Como identificar assimetria em box plots<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/comparar-boxplots\/\" target=\"_blank\" rel=\"noopener\">Como comparar gr\u00e1ficos de caixa<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Voc\u00ea pode usar os seguintes m\u00e9todos para desenhar um box plot com um valor m\u00e9dio em R: M\u00e9todo 1: Use Base R #create boxplots boxplot(df$values~df$group) #calculate mean value by group means &lt;- tapply(df$values, df$group, mean) #add means as circles to each boxplot points(means, pch= 20 ) M\u00e9todo 2: use ggplot2 library (ggplot2) #create boxplots with [&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-3137","post","type-post","status-publish","format-standard","hentry","category-guia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - 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