{"id":3137,"date":"2023-07-19T01:06:07","date_gmt":"2023-07-19T01:06:07","guid":{"rendered":"https:\/\/statorials.org\/id\/plot-kotak-dengan-mean-di-r\/"},"modified":"2023-07-19T01:06:07","modified_gmt":"2023-07-19T01:06:07","slug":"plot-kotak-dengan-mean-di-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/plot-kotak-dengan-mean-di-r\/","title":{"rendered":"Cara menggambar boxplot dengan nilai mean di r (dengan contoh)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\">Anda dapat menggunakan metode berikut untuk menggambar plot kotak dengan nilai rata-rata dalam R:<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong><span style=\"color: #000000;\">Metode 1: Gunakan Basis 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>Metode 2: gunakan 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;\">Contoh berikut menunjukkan cara menggunakan setiap metode dalam praktik dengan kerangka data berikut di 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;\">Contoh 1: Buat plot kotak dengan nilai rata-rata di basis R<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Kode berikut menunjukkan cara membuat plot kotak dengan nilai rata-rata di basis 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=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Garis hitam di dalam setiap diagram kotak mewakili nilai <strong>median<\/strong> dan lingkaran hitam di dalam setiap diagram kotak mewakili nilai <strong>rata-rata<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Catatan<\/strong> : Ubah nilai argumen <strong>cex<\/strong> untuk mengubah ukuran lingkaran.<\/span><\/p>\n<h3> <strong><span style=\"color: #000000;\">Contoh 2: Buat plot kotak dengan nilai rata-rata di ggplot2<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara membuat plot kotak dengan nilai rata-rata di 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 dengan nilai rata-rata di R\" width=\"450\" height=\"451\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Garis hitam di dalam setiap diagram kotak mewakili nilai <strong>median<\/strong> dan lingkaran hitam di dalam setiap diagram kotak mewakili nilai <strong>rata-rata<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Catatan<\/strong> : Ubah nilai argumen <b>ukuran<\/b> di fungsi <strong>stat_summary()<\/strong> untuk mengubah ukuran lingkaran.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Sumber daya tambahan<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Tutorial berikut menawarkan informasi tambahan tentang plot kotak:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/kapan-menggunakan-plot-kotak\/\" target=\"_blank\" rel=\"noopener\">Kapan sebaiknya Anda menggunakan plot kotak? (3 skenario)<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/simetri-plot-kotak\/\" target=\"_blank\" rel=\"noopener\">Cara Mengidentifikasi Asimetri pada Plot Kotak<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/bandingkan-plot-kotak\/\" target=\"_blank\" rel=\"noopener\">Bagaimana Membandingkan Plot Kotak<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Anda dapat menggunakan metode berikut untuk menggambar plot kotak dengan nilai rata-rata dalam R: Metode 1: Gunakan Basis 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 ) Metode 2: gunakan ggplot2 library (ggplot2) #create boxplots with mean values shown [&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":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - 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