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<\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.8192307692307692\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_UnaajUKrVVTNcHX9RAKNnSfXPGCa0w.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAxPdqELib8iaLzsvaTzaicfA3UbHRg16qjm9uC0LVner6gr3PUUnaajUKrVVTNcHX9RAKNnSfXPGCa0w\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"520\" style=\"\" data-recalc-dims=\"1\" \/><span style=\"font-size: 14px;letter-spacing: 0.034em;text-align: justify;\"> <\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\">\u6709\u4e86\u8fdb\u4e00\u6b65\u7684\u4e86\u89e3\u4e4b\u540e\uff0c\u53ef\u4ee5\u5c1d\u8bd5\u7ed8\u5236\u5c0f\u63d0\u7434\u56fe\u5566\uff5e<\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\"><br \/><\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\"><br \/><\/span><\/p>\n<p style=\"text-align: center;white-space: normal;\"><strong><em><span style=\"font-size: 20px;\">\u7528vioplot\u5305\u7ed8\u5236\u5c0f\u63d0\u7434\u56fe<\/span><\/em><\/strong><\/p>\n<\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\">#\u5b89\u88c5\u52a0\u8f7d\u5b89\u88c5\u5305<\/span><\/code><code><span class=\"code-snippet_outer\">install.packages(<span class=\"code-snippet__string\">\"vioplot\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">library(vioplot)<\/span><\/code><code><span class=\"code-snippet_outer\">#\u5229\u7528R\u4e2d\u81ea\u5e26\u7684iris\u6765\u5b66\u4e60\u5c0f\u63d0\u7434\u7684\u7ed8\u5236<\/span><\/code><code><span class=\"code-snippet_outer\">df <- data.frame(iris)<\/span><\/code><code><span class=\"code-snippet_outer\">#\u8fd9\u6837\u7ed8\u5236\u51fa\u57fa\u7840\u7684\u5c0f\u63d0\u7434\u56fe\u5f62<\/span><\/code><code><span class=\"code-snippet_outer\">vioplot(Sepal.Length~Species,data = df,main =<span class=\"code-snippet__string\">\"Speal Length\"<\/span>,col = c(<span class=\"code-snippet__string\">\"lightgreen\"<\/span>,<span class=\"code-snippet__string\">\"lightblue\"<\/span>,<span class=\"code-snippet__string\">\"pink\"<\/span>))<\/span><\/code><code><span class=\"code-snippet_outer\">#\u6dfb\u52a0\u56fe\u4f8b<\/span><\/code><code><span class=\"code-snippet_outer\">legend(<span class=\"code-snippet__string\">\"topleft\"<\/span>,legend=c(<span class=\"code-snippet__string\">\"setosa\"<\/span>,<span class=\"code-snippet__string\">\"versicolor\"<\/span>,<span class=\"code-snippet__string\">\"virginica\"<\/span>),fill = c(<span class=\"code-snippet__string\">\"lightgreen\"<\/span>,<span class=\"code-snippet__string\">\"lightblue\"<\/span>,<span class=\"code-snippet__string\">\"pink\"<\/span>),cex = <span class=\"code-snippet__number\">0.7<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.71875\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_ADoOC6pic4ibR3O7dj8oWlcTc8s3bw.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAxPdqELib8iaLzsvaTzaicfA3UEoHvgpI6n2w3P1N6LZ3zCd2aMnADoOC6pic4ibR3O7dj8oWlcTc8s3bw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"480\" style=\"\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\"> <\/span><span style=\"font-size: 14px;letter-spacing: 0.034em;\">\u5728\u5c1d\u8bd5\u4e00\u4e2a\u5173\u4e8eR\u4e2d\u94bb\u77f3\u7684\u6570\u636e\uff5e<\/span><\/p>\n<\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\">#\u94bb\u77f3<\/span><\/code><code><span class=\"code-snippet_outer\">df1 <- data.frame(diamonds)<\/span><\/code><code><span class=\"code-snippet_outer\">head(df1)<\/span><\/code><code><span class=\"code-snippet_outer\">#\u7ed8\u5236\u94bb\u77f3\u7684\u4ef7\u683c\u662f\u4e0ecut\u3001color\u548cclarity\u4e09\u4e2a\u4e0d\u540c\u7ef4\u5ea6\u4e2d\u7684\u6570\u636e\u72b6\u6001<\/span><\/code><code><span class=\"code-snippet_outer\">a <- length(levels(df1$cut))<\/span><\/code><code><span class=\"code-snippet_outer\">b <- length(levels(df1$color))<\/span><\/code><code><span class=\"code-snippet_outer\">c <- length(levels(df1$clarity))<\/span><\/code><code><span class=\"code-snippet_outer\">num = max(a,b,c)<\/span><\/code><code><span class=\"code-snippet_outer\">#\u6700\u591a\u6709<span class=\"code-snippet__number\">8<\/span>\u4e2a\u753b\u677f\uff0c\u9009\u62e9\u753b\u677f<\/span><\/code><code><span class=\"code-snippet_outer\">install.packages(<span class=\"code-snippet__string\">\"RColorBrewer\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">library(RColorBrewer)<\/span><\/code><code><span class=\"code-snippet_outer\">col <- RColorBrewer::brewer.pal(<span class=\"code-snippet__number\">8<\/span>,<span class=\"code-snippet__string\">\"Accent\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">col<\/span><\/code><code><span class=\"code-snippet_outer\">vioplot(price~cut,data = diamonds,col = col)<\/span><\/code><\/pre>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.5\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_3iawod9BKDPXMZ00R6ZqfCkBBVcaBg.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAxPdqELib8iaLzsvaTzaicfA3UUCSvTwqv1vX3rfRYLickWZCEwQ3iawod9BKDPXMZ00R6ZqfCkBBVcaBg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"554\" style=\"\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"white-space: normal;\"><br \/><\/p>\n<p style=\"text-align: center;white-space: normal;\"><strong><em><span style=\"font-size: 20px;\">\u7528ggpubr\u6765\u7ed8\u5236\u5c0f\u63d0\u7434\u56fe<\/span><\/em><\/strong><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\">\u5728\u4ee5\u524d\u6211\u4eec\u7528ggpubr\u7ed8\u5236\u8fc7\u76f8\u5173\u6027\u5206\u6790\u56fe\uff0c\u8fd9\u4e2a\u4e07\u80fd\u7684\u7ed8\u56fe\u5305\u4e5f\u53ef\u4ee5\u7528\u6765\u7ed8\u5236\u76f8\u5e94\u7684\u5c0f\u63d0\u7434\u56fe\u3002<\/span><\/p>\n<\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\">comparisons <- <span class=\"code-snippet__built_in\">list<\/span>(c(<span class=\"code-snippet__string\">\"setosa\"<\/span>, <span class=\"code-snippet__string\">\"versicolor\"<\/span>), c(<span class=\"code-snippet__string\">\"versicolor\"<\/span>, <span class=\"code-snippet__string\">\"virginica\"<\/span>), c(<span class=\"code-snippet__string\">\"setosa\"<\/span>,<span class=\"code-snippet__string\">\"virginica\"<\/span>))<\/span><\/code><code><span class=\"code-snippet_outer\">library(ggpubr)<\/span><\/code><code><span class=\"code-snippet_outer\">ggviolin(iris, x = <span class=\"code-snippet__string\">\"Species\"<\/span>, y = <span class=\"code-snippet__string\">\"Sepal.Length\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\">fill = <span class=\"code-snippet__string\">\"Species\"<\/span>, <span class=\"code-snippet__meta\">#xy\u8f74\u5b9a\u4e49\uff0c\u586b\u5145\u6620\u5c04\u5230\u7269\u79cd\u4e0a<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">palette = c(<span class=\"code-snippet__string\">\"lancet\"<\/span>),#\u8272\u5757\u7684\u9009\u62e9\uff0c\u8fd9\u91cc\u63d0\u4f9b\u4e86<span class=\"code-snippet__string\">\"npg\"<\/span>, <span class=\"code-snippet__string\">\"aaas\"<\/span>, <span class=\"code-snippet__string\">\"lancet\"<\/span>, <span class=\"code-snippet__string\">\"jco\"<\/span>, <span class=\"code-snippet__string\">\"ucscgb\"<\/span>, <span class=\"code-snippet__string\">\"uchicago\"<\/span>, <span class=\"code-snippet__string\">\"simpsons\"<\/span> <span class=\"code-snippet__keyword\">and<\/span> <span class=\"code-snippet__string\">\"rickandmorty\"<\/span>\u7b49<\/span><\/code><code><span class=\"code-snippet_outer\">add = <span class=\"code-snippet__string\">\"boxplot\"<\/span>,#\u6dfb\u52a0\u7bb1\u7ebf\u56fe\u5728\u56fe\u4e2d\uff0c\u8fd8\u53ef\u4ee5\u9009\u62e9<span class=\"code-snippet__string\">\"none\"<\/span>, <span class=\"code-snippet__string\">\"dotplot\"<\/span>, <span class=\"code-snippet__string\">\"jitter\"<\/span>, <span class=\"code-snippet__string\">\"boxplot\"<\/span>, <span class=\"code-snippet__string\">\"point\"<\/span>, <span class=\"code-snippet__string\">\"mean\"<\/span>, <span class=\"code-snippet__string\">\"mean_se\"<\/span>, <span class=\"code-snippet__string\">\"mean_sd\"<\/span>, <span class=\"code-snippet__string\">\"mean_ci\"<\/span>, <span class=\"code-snippet__string\">\"mean_range\"<\/span>, <span class=\"code-snippet__string\">\"median\"<\/span>, <span class=\"code-snippet__string\">\"median_iqr\"<\/span>, <span class=\"code-snippet__string\">\"median_hilow\"<\/span>, <span class=\"code-snippet__string\">\"median_q1q3\"<\/span>, <span class=\"code-snippet__string\">\"median_mad\"<\/span>, <span class=\"code-snippet__string\">\"median_range\"<\/span>\u7b49\u6765\u67e5\u770b\u56fe\u4e2d\u7684\u4e00\u4e9b\u7ec6\u8282\u90e8\u5206<\/span><\/code><code><span class=\"code-snippet_outer\">add.params = <span class=\"code-snippet__built_in\">list<\/span>(fill = <span class=\"code-snippet__string\">\"white\"<\/span>),#\u586b\u5145\u4e3a\u767d\u8272<\/span><\/code><code><span class=\"code-snippet_outer\">order = c(<span class=\"code-snippet__string\">\"virginica\"<\/span>,<span class=\"code-snippet__string\">\"versicolor\"<\/span>,<span class=\"code-snippet__string\">\"setosa\"<\/span>), error.plot = <span class=\"code-snippet__string\">\"errorbar\"<\/span>) + stat_compare_means(comparisons = comparisons)<\/span><\/code><code><span class=\"code-snippet_outer\">#\u6700\u540e\u7528stat_compare_means\u51fd\u6570\u5b9e\u73b0\u4e24\u4e24\u6bd4\u8f83\u7684\u7530\u95f4p\u503c\u7684\u64cd\u4f5c\u3002<\/span><\/code><\/pre>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.7742537313432836\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/5_on74YT0oGZf0EgPqLB2G9uCLYHsRbA.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAxPdqELib8iaLzsvaTzaicfA3Upvx9pe38LibKFjjZNMPu10MlWon74YT0oGZf0EgPqLB2G9uCLYHsRbA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"536\" style=\"\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\"> <\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\"> <\/span><\/p>\n<p style=\"text-align: center;white-space: normal;\"><strong><em><span style=\"font-size: 20px;\">\u7528ggplot\u7ed8\u5236\u5c0f\u63d0\u7434\u56fe<\/span><\/em><\/strong><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\">\u76f8\u6bd4\u4e8e\u524d\u9762\u7684\u4e24\u79cdggplot\u7ed8\u5236\u5c0f\u63d0\u7434\u56fe\u8f83\u4e3a\u9ebb\u70e6\u4e00\u4e0b\uff0c\u4f46\u662f\u786e\u53ef\u4ee5\u6ee1\u8db3\u5f88\u591a\u7cbe\u7ec6\u7684\u9700\u6c42\u3002ggplot\u7ed8\u56fe\u5c31\u50cf\u662f\u6211\u4eec\u7ed8\u753b\u4e00\u6837\uff0c\u4e00\u6b65\u4e00\u6b65\u7684\u6dfb\u52a0\u5373\u53ef\uff0c\u90a3\u8ddf\u968f\u5c0f\u679c\u7684\u6b65\u4f10\u4e00\u8d77\u6765\u64cd\u4f5c\u4e00\u4e0b\u5427\uff5e<\/span><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\">#\u7ed8\u5236\u4e00\u4e2a\u57fa\u672c\u7684\u56fe\u5c42<\/span><\/code><code><span class=\"code-snippet_outer\">p <- ggplot(ToothGrowth, aes(x = dose, y = len))<\/span><\/code><code><span class=\"code-snippet_outer\">#\u57fa\u7840<\/span><\/code><code><span class=\"code-snippet_outer\">p + geom_violin()<\/span><\/code><code><span class=\"code-snippet_outer\">#\u4e0d\u4fee\u526a\u5c0f\u63d0\u7434\u7684\u5c3e\u90e8<\/span><\/code><code><span class=\"code-snippet_outer\">p + geom_violin(trim = FALSE, fill = <span class=\"code-snippet__string\">\"steelblue\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">#\u6dfb\u52a0\u7edf\u8ba1\u503c\uff0cfun=mean\u662f\u5747\u503c\uff0c\u8fd8\u53ef\u4ee5\u662fmedian<\/span><\/code><code><span class=\"code-snippet_outer\">p + geom_violin(trim = FALSE) +stat_summary(fun= mean, geom = <span class=\"code-snippet__string\">\"point\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\"> shape = <span class=\"code-snippet__number\">23<\/span>, size = <span class=\"code-snippet__number\">2<\/span>, color = <span class=\"code-snippet__string\">\"blue\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">#\u6dfb\u52a0\u7bb1\u7ebf\u56fe<\/span><\/code><code><span class=\"code-snippet_outer\">p + geom_violin(trim = FALSE) +<\/span><\/code><code><span class=\"code-snippet_outer\"> geom_boxplot(width = <span class=\"code-snippet__number\">0.2<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">#\u586b\u5145\u989c\u8272<\/span><\/code><code><span class=\"code-snippet_outer\">p + geom_violin(aes(fill = dose), trim = FALSE)+geom_boxplot(width = <span class=\"code-snippet__number\">0.2<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.7779783393501805\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/6_mkXzOMyCDMp7ibD8P9k0C0Fq3yXVCQ.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAxPdqELib8iaLzsvaTzaicfA3UDSb5ibn8ezoX5PiagDJx8JQt6bomkXzOMyCDMp7ibD8P9k0C0Fq3yXVCQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"554\" style=\"\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\"> <\/span><\/p>\n<p style=\"white-space: normal;text-align: left;\"><span style=\"font-size: 14px;\">\u9664\u4e86\u4ee5\u4e0a\u7ed8\u5236\u7684\u65b9\u6cd5\u610f\u5916\u8fd8\u6709\u5f88\u591a\u5c0f\u5de5\u5177\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5c0f\u63d0\u7434\u7684\u7ed8\u5236\uff0c\u4f8b\u5982\uff1a<\/span><span style=\"font-size: 14px;text-decoration: underline;\"><strong>https:\/\/www.bioinformatics.com.cn\/plot_basic_vertical_horizontal_violin_plot_068<\/strong><\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\"> <\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\">\u6211\u4eec\u5728\u505a\u79d1\u7814\u7684\u65f6\u5019\u9700\u8981\u7528\u5404\u79cd\u4e0d\u540c\u7684\u56fe\u5f62\u6765\u5c55\u793a\u6211\u4eec\u7684\u6570\u636e\uff0c\u5408\u7406\u7684\u9009\u62e9\u56fe\u5f62\uff0c\u5408\u7406\u9009\u62e9\u7b80\u4fbf\u6709\u6548\u7684\u7ed8\u56fe\u65b9\u6cd5\u90fd\u662f\u6211\u4eec\u503c\u5f97\u8003\u8651\u7684\u3002\u901a\u8fc7\u603b\u7ed3\u4e0d\u540c\u7684\u7ed8\u56fe\u65b9\u6cd5\u4e5f\u662f\u6211\u4eec\u5b66\u4e60\u597d\u751f\u4fe1\u7684\u5fc5\u8981\u4e00\u6b65\uff0c\u5c0f\u679c\u548c\u4f60\u4eec\u4e00\u8d77\u52a0\u6cb9\uff5e<\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\"><br \/><\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\">\u901a\u8fc7\u4ee5\u4e0a\u7684\u64cd\u4f5c\uff0c\u76f8\u4fe1\u4f60\u5bf9\u4e8e\u5c0f\u63d0\u7434\u56fe\u7684\u7ed8\u5236\u4ee5\u53ca\u4e00\u4e9b\u57fa\u7840\u7684\u539f\u7406\u6709\u4e86\u4e00\u5b9a\u7684\u4e86\u89e3\uff0c\u4e5f\u4e00\u5b9a\u9009\u62e9\u4e86\u4e00\u4e2a\u9002\u5408\u4f60\u7684\u65b9\u6cd5\u3002\u5f53\u7136\u8fd9\u91cc\u53ea\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u5f15\u5bfc\u4f5c\u7528\uff0c\u6bcf\u79cd\u5305\u6216\u662f\u65b9\u6cd5\u4e2d\u90fd\u6709\u5f88\u591a\u53c2\u6570\uff0c\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u7ed8\u5236\u51fa\u66f4\u52a0\u7f8e\u89c2\u7684\u56fe\u5f62\uff0c\u503c\u5f97\u5927\u5bb6\u7ec6\u7ec6\u63a2\u7d22\u3002<\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\"><br \/><\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 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style=\"font-size: 15px;\">\u7acb\u523b\u62e5\u6709\u4e00\u4e2aRstudio\u8d26\u53f7<\/span><\/strong><\/span><\/p>\n<p style=\"text-indent: 0em;line-height: 1.75em;\"><span style=\"letter-spacing: 0.5px;\"><strong><span style=\"font-size: 15px;\">\u5f00\u542f\u5347\u7ea7\u6a21\u5f0f\u5427<\/span><\/strong><\/span><\/p>\n<p style=\"text-indent: 0em;line-height: 1.75em;\"><span style=\"color: rgb(255, 129, 36);font-size: 12px;letter-spacing: 0.5px;\">\uff0856\u7ebf\u7a0b\uff0c256G\u5185\u5b58\uff0c\u4e2a\u4eba\u5b58\u50a81T\uff09<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: top;width: 29.9652%;align-self: flex-start;flex: 0 0 auto;height: auto;max-width: 29.9652% !important;\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;\" powered-by=\"xiumi.us\">\n<section style=\"text-align: center;line-height: 0;\">\n<section>\n<section style=\"display: inline-block;vertical-align: middle;\" powered-by=\"xiumi.us\">\n<section style=\"line-height: 0;\">\n<section style=\"width: 111px;\" powered-by=\"xiumi.us\">\n<section style=\"line-height: 1.75em;text-indent: 0em;\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;height: auto;width: 111px;\"><img decoding=\"async\" data-ratio=\"1\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/1_Xkz3aJGClianeaJMFaPKsbDRmfsHNw-3.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAxPdqELib8iaLzsvaTzaicfA3URAEIyVaH5J7WwYnm1GpxBmYrwXkz3aJGClianeaJMFaPKsbDRmfsHNw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"400\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<section style=\"display: contents;\" powered-by=\"xiumi.us\">\n<section style=\"display: contents;\">\n<section style=\"display: contents;\">\n<section style=\"height: 0px;overflow: hidden;\"><span style=\"font-size: 14px;letter-spacing: 0.578px;caret-color: red;\"> <\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 10px 0% 8px;justify-content: flex-start;display: flex;flex-flow: row nowrap;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 100%;vertical-align: top;border-left: 3px solid rgb(219, 219, 219);border-bottom-left-radius: 0px;padding-left: 8px;align-self: flex-start;flex: 0 0 auto;\">\n<section style=\"color: rgba(0, 0, 0, 0.5);text-align: justify;font-size: 14px;\" powered-by=\"xiumi.us\">\n<p style=\"white-space: normal;\"><span style=\"letter-spacing: 0.578px;\">\u6587\u7ae0\u4e2d\u51fa\u73b0\u5f88\u591a\u5c0f\u63d0\u7434\u56fe\u548c\u76d2\u6027\u56fe\uff0c\u5373\u4f53\u73b0\u4e86\u7f8e\u89c2\u6027\u53c8\u5177\u6709\u5f88\u5f3a\u7684\u53ef\u8bfb\u6027\u3002<\/span><br \/><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;white-space: normal;\"><span style=\"font-size: 14px;\">\u672c\u6587\u6c47\u603b\u4e86\u5f88\u591a\u5236\u4f5c\u5c0f\u63d0\u7434\u56fe\u7684\u65b9\u6cd5\u53ef\u4ee5\u4f9b\u9009\u62e9\uff0c\u603b\u6709\u4e00\u4e2a\u9002\u5408\u4f60\u7684\u65b9\u6cd5\u3002<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: center;\"><br \/><\/p>\n<p style=\"text-align: center;white-space: normal;\"><strong><em><span style=\"font-size: 20px;\">\u4ec0\u4e48\u662f\u5c0f\u63d0\u7434\u56fe\uff0c\u751f\u7269\u5b66\u610f\u4e49\u662f\u4ec0\u4e48\uff1f<\/span><\/em><\/strong><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\">\u4e00\u822c\u6765\u8bf4\u5c0f\u63d0\u7434\u56fe\u662f\u4e00\u79cd\u7ed8\u5236\u8fde\u7eed\u578b\u6570\u636e\u7684\u65b9\u6cd5\uff0c\u5728\u5c0f\u63d0\u7434\u56fe\u4e2d\u65e2\u53ef\u4ee5\u770b\u5230\u4e0e\u7bb1\u7ebf\u56fe\u4e2d\u4e00\u6837\u7684\u76f8\u540c\u7684\u4fe1\u606f\uff0c\u5305\u62ec\u4e2d\u4f4d\u6570\uff08\u4e2d\u95f4\u7684\u4e00\u4e2a\u5c0f\u767d\u70b9\uff09\uff0c\u56db\u5206\u4f4d\u6570\u8303\u56f4\uff08\u4e2d\u95f4\u7684\u9ed1\u8272\u7684\u6761\uff09\uff0c\u7b2c\u4e00\u56db\u5206\u4f4d\u6570\u548c\u7b2c\u4e09\u56db\u5206\u4f4d\u6570\uff0c\u8fd8\u53ef\u4ee5\u89c2\u5bdf\u5230\u6570\u6570\u636e\u7684\u6574\u4f53\u7684\u6570\u636e\u5206\u5e03\u72b6\u6001\u3002<\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\"> <\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.8192307692307692\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_UnaajUKrVVTNcHX9RAKNnSfXPGCa0w.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAxPdqELib8iaLzsvaTzaicfA3UbHRg16qjm9uC0LVner6gr3PUUnaajUKrVVTNcHX9RAKNnSfXPGCa0w\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"520\" style=\"\" data-recalc-dims=\"1\" \/><span style=\"font-size: 14px;letter-spacing: 0.034em;text-align: justify;\"> <\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\">\u6709\u4e86\u8fdb\u4e00\u6b65\u7684\u4e86\u89e3\u4e4b\u540e\uff0c\u53ef\u4ee5\u5c1d\u8bd5\u7ed8\u5236\u5c0f\u63d0\u7434\u56fe\u5566\uff5e<\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\"><br \/><\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\"><br \/><\/span><\/p>\n<p style=\"text-align: center;white-space: normal;\"><strong><em><span style=\"font-size: 20px;\">\u7528vioplot\u5305\u7ed8\u5236\u5c0f\u63d0\u7434\u56fe<\/span><\/em><\/strong><\/p>\n<\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\">#\u5b89\u88c5\u52a0\u8f7d\u5b89\u88c5\u5305<\/span><\/code><code><span class=\"code-snippet_outer\">install.packages(<span class=\"code-snippet__string\">\"vioplot\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">library(vioplot)<\/span><\/code><code><span class=\"code-snippet_outer\">#\u5229\u7528R\u4e2d\u81ea\u5e26\u7684iris\u6765\u5b66\u4e60\u5c0f\u63d0\u7434\u7684\u7ed8\u5236<\/span><\/code><code><span class=\"code-snippet_outer\">df <- data.frame(iris)<\/span><\/code><code><span class=\"code-snippet_outer\">#\u8fd9\u6837\u7ed8\u5236\u51fa\u57fa\u7840\u7684\u5c0f\u63d0\u7434\u56fe\u5f62<\/span><\/code><code><span class=\"code-snippet_outer\">vioplot(Sepal.Length~Species,data = df,main =<span class=\"code-snippet__string\">\"Speal Length\"<\/span>,col = c(<span class=\"code-snippet__string\">\"lightgreen\"<\/span>,<span class=\"code-snippet__string\">\"lightblue\"<\/span>,<span class=\"code-snippet__string\">\"pink\"<\/span>))<\/span><\/code><code><span class=\"code-snippet_outer\">#\u6dfb\u52a0\u56fe\u4f8b<\/span><\/code><code><span class=\"code-snippet_outer\">legend(<span class=\"code-snippet__string\">\"topleft\"<\/span>,legend=c(<span class=\"code-snippet__string\">\"setosa\"<\/span>,<span class=\"code-snippet__string\">\"versicolor\"<\/span>,<span class=\"code-snippet__string\">\"virginica\"<\/span>),fill = c(<span class=\"code-snippet__string\">\"lightgreen\"<\/span>,<span class=\"code-snippet__string\">\"lightblue\"<\/span>,<span class=\"code-snippet__string\">\"pink\"<\/span>),cex = <span class=\"code-snippet__number\">0.7<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.71875\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_ADoOC6pic4ibR3O7dj8oWlcTc8s3bw.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAxPdqELib8iaLzsvaTzaicfA3UEoHvgpI6n2w3P1N6LZ3zCd2aMnADoOC6pic4ibR3O7dj8oWlcTc8s3bw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"480\" style=\"\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\"> <\/span><span style=\"font-size: 14px;letter-spacing: 0.034em;\">\u5728\u5c1d\u8bd5\u4e00\u4e2a\u5173\u4e8eR\u4e2d\u94bb\u77f3\u7684\u6570\u636e\uff5e<\/span><\/p>\n<\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\">#\u94bb\u77f3<\/span><\/code><code><span class=\"code-snippet_outer\">df1 <- data.frame(diamonds)<\/span><\/code><code><span class=\"code-snippet_outer\">head(df1)<\/span><\/code><code><span class=\"code-snippet_outer\">#\u7ed8\u5236\u94bb\u77f3\u7684\u4ef7\u683c\u662f\u4e0ecut\u3001color\u548cclarity\u4e09\u4e2a\u4e0d\u540c\u7ef4\u5ea6\u4e2d\u7684\u6570\u636e\u72b6\u6001<\/span><\/code><code><span class=\"code-snippet_outer\">a <- length(levels(df1$cut))<\/span><\/code><code><span class=\"code-snippet_outer\">b <- length(levels(df1$color))<\/span><\/code><code><span class=\"code-snippet_outer\">c <- length(levels(df1$clarity))<\/span><\/code><code><span class=\"code-snippet_outer\">num = max(a,b,c)<\/span><\/code><code><span class=\"code-snippet_outer\">#\u6700\u591a\u6709<span class=\"code-snippet__number\">8<\/span>\u4e2a\u753b\u677f\uff0c\u9009\u62e9\u753b\u677f<\/span><\/code><code><span class=\"code-snippet_outer\">install.packages(<span class=\"code-snippet__string\">\"RColorBrewer\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">library(RColorBrewer)<\/span><\/code><code><span class=\"code-snippet_outer\">col <- RColorBrewer::brewer.pal(<span class=\"code-snippet__number\">8<\/span>,<span class=\"code-snippet__string\">\"Accent\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">col<\/span><\/code><code><span class=\"code-snippet_outer\">vioplot(price~cut,data = diamonds,col = col)<\/span><\/code><\/pre>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.5\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_3iawod9BKDPXMZ00R6ZqfCkBBVcaBg.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAxPdqELib8iaLzsvaTzaicfA3UUCSvTwqv1vX3rfRYLickWZCEwQ3iawod9BKDPXMZ00R6ZqfCkBBVcaBg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"554\" style=\"\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"white-space: normal;\"><br \/><\/p>\n<p style=\"text-align: center;white-space: normal;\"><strong><em><span style=\"font-size: 20px;\">\u7528ggpubr\u6765\u7ed8\u5236\u5c0f\u63d0\u7434\u56fe<\/span><\/em><\/strong><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\">\u5728\u4ee5\u524d\u6211\u4eec\u7528ggpubr\u7ed8\u5236\u8fc7\u76f8\u5173\u6027\u5206\u6790\u56fe\uff0c\u8fd9\u4e2a\u4e07\u80fd\u7684\u7ed8\u56fe\u5305\u4e5f\u53ef\u4ee5\u7528\u6765\u7ed8\u5236\u76f8\u5e94\u7684\u5c0f\u63d0\u7434\u56fe\u3002<\/span><\/p>\n<\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\">comparisons <- <span class=\"code-snippet__built_in\">list<\/span>(c(<span class=\"code-snippet__string\">\"setosa\"<\/span>, <span class=\"code-snippet__string\">\"versicolor\"<\/span>), c(<span class=\"code-snippet__string\">\"versicolor\"<\/span>, <span class=\"code-snippet__string\">\"virginica\"<\/span>), c(<span class=\"code-snippet__string\">\"setosa\"<\/span>,<span class=\"code-snippet__string\">\"virginica\"<\/span>))<\/span><\/code><code><span class=\"code-snippet_outer\">library(ggpubr)<\/span><\/code><code><span class=\"code-snippet_outer\">ggviolin(iris, x = <span class=\"code-snippet__string\">\"Species\"<\/span>, y = <span class=\"code-snippet__string\">\"Sepal.Length\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\">fill = <span class=\"code-snippet__string\">\"Species\"<\/span>, <span class=\"code-snippet__meta\">#xy\u8f74\u5b9a\u4e49\uff0c\u586b\u5145\u6620\u5c04\u5230\u7269\u79cd\u4e0a<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">palette = c(<span class=\"code-snippet__string\">\"lancet\"<\/span>),#\u8272\u5757\u7684\u9009\u62e9\uff0c\u8fd9\u91cc\u63d0\u4f9b\u4e86<span class=\"code-snippet__string\">\"npg\"<\/span>, <span class=\"code-snippet__string\">\"aaas\"<\/span>, <span class=\"code-snippet__string\">\"lancet\"<\/span>, <span class=\"code-snippet__string\">\"jco\"<\/span>, <span class=\"code-snippet__string\">\"ucscgb\"<\/span>, <span class=\"code-snippet__string\">\"uchicago\"<\/span>, <span class=\"code-snippet__string\">\"simpsons\"<\/span> <span class=\"code-snippet__keyword\">and<\/span> <span class=\"code-snippet__string\">\"rickandmorty\"<\/span>\u7b49<\/span><\/code><code><span class=\"code-snippet_outer\">add = <span class=\"code-snippet__string\">\"boxplot\"<\/span>,#\u6dfb\u52a0\u7bb1\u7ebf\u56fe\u5728\u56fe\u4e2d\uff0c\u8fd8\u53ef\u4ee5\u9009\u62e9<span class=\"code-snippet__string\">\"none\"<\/span>, <span class=\"code-snippet__string\">\"dotplot\"<\/span>, <span class=\"code-snippet__string\">\"jitter\"<\/span>, <span class=\"code-snippet__string\">\"boxplot\"<\/span>, <span class=\"code-snippet__string\">\"point\"<\/span>, <span class=\"code-snippet__string\">\"mean\"<\/span>, <span class=\"code-snippet__string\">\"mean_se\"<\/span>, <span class=\"code-snippet__string\">\"mean_sd\"<\/span>, <span class=\"code-snippet__string\">\"mean_ci\"<\/span>, <span class=\"code-snippet__string\">\"mean_range\"<\/span>, <span class=\"code-snippet__string\">\"median\"<\/span>, <span class=\"code-snippet__string\">\"median_iqr\"<\/span>, <span class=\"code-snippet__string\">\"median_hilow\"<\/span>, <span class=\"code-snippet__string\">\"median_q1q3\"<\/span>, <span class=\"code-snippet__string\">\"median_mad\"<\/span>, <span class=\"code-snippet__string\">\"median_range\"<\/span>\u7b49\u6765\u67e5\u770b\u56fe\u4e2d\u7684\u4e00\u4e9b\u7ec6\u8282\u90e8\u5206<\/span><\/code><code><span class=\"code-snippet_outer\">add.params = <span class=\"code-snippet__built_in\">list<\/span>(fill = <span class=\"code-snippet__string\">\"white\"<\/span>),#\u586b\u5145\u4e3a\u767d\u8272<\/span><\/code><code><span class=\"code-snippet_outer\">order = c(<span class=\"code-snippet__string\">\"virginica\"<\/span>,<span class=\"code-snippet__string\">\"versicolor\"<\/span>,<span class=\"code-snippet__string\">\"setosa\"<\/span>), error.plot = <span class=\"code-snippet__string\">\"errorbar\"<\/span>) + stat_compare_means(comparisons = comparisons)<\/span><\/code><code><span class=\"code-snippet_outer\">#\u6700\u540e\u7528stat_compare_means\u51fd\u6570\u5b9e\u73b0\u4e24\u4e24\u6bd4\u8f83\u7684\u7530\u95f4p\u503c\u7684\u64cd\u4f5c\u3002<\/span><\/code><\/pre>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.7742537313432836\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/5_on74YT0oGZf0EgPqLB2G9uCLYHsRbA.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAxPdqELib8iaLzsvaTzaicfA3Upvx9pe38LibKFjjZNMPu10MlWon74YT0oGZf0EgPqLB2G9uCLYHsRbA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"536\" style=\"\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\"> <\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\"> <\/span><\/p>\n<p style=\"text-align: center;white-space: normal;\"><strong><em><span style=\"font-size: 20px;\">\u7528ggplot\u7ed8\u5236\u5c0f\u63d0\u7434\u56fe<\/span><\/em><\/strong><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\">\u76f8\u6bd4\u4e8e\u524d\u9762\u7684\u4e24\u79cdggplot\u7ed8\u5236\u5c0f\u63d0\u7434\u56fe\u8f83\u4e3a\u9ebb\u70e6\u4e00\u4e0b\uff0c\u4f46\u662f\u786e\u53ef\u4ee5\u6ee1\u8db3\u5f88\u591a\u7cbe\u7ec6\u7684\u9700\u6c42\u3002ggplot\u7ed8\u56fe\u5c31\u50cf\u662f\u6211\u4eec\u7ed8\u753b\u4e00\u6837\uff0c\u4e00\u6b65\u4e00\u6b65\u7684\u6dfb\u52a0\u5373\u53ef\uff0c\u90a3\u8ddf\u968f\u5c0f\u679c\u7684\u6b65\u4f10\u4e00\u8d77\u6765\u64cd\u4f5c\u4e00\u4e0b\u5427\uff5e<\/span><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\">#\u7ed8\u5236\u4e00\u4e2a\u57fa\u672c\u7684\u56fe\u5c42<\/span><\/code><code><span class=\"code-snippet_outer\">p <- ggplot(ToothGrowth, aes(x = dose, y = len))<\/span><\/code><code><span class=\"code-snippet_outer\">#\u57fa\u7840<\/span><\/code><code><span class=\"code-snippet_outer\">p + geom_violin()<\/span><\/code><code><span class=\"code-snippet_outer\">#\u4e0d\u4fee\u526a\u5c0f\u63d0\u7434\u7684\u5c3e\u90e8<\/span><\/code><code><span class=\"code-snippet_outer\">p + geom_violin(trim = FALSE, fill = <span class=\"code-snippet__string\">\"steelblue\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">#\u6dfb\u52a0\u7edf\u8ba1\u503c\uff0cfun=mean\u662f\u5747\u503c\uff0c\u8fd8\u53ef\u4ee5\u662fmedian<\/span><\/code><code><span class=\"code-snippet_outer\">p + geom_violin(trim = FALSE) +stat_summary(fun= mean, geom = <span class=\"code-snippet__string\">\"point\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\"> shape = <span class=\"code-snippet__number\">23<\/span>, size = <span class=\"code-snippet__number\">2<\/span>, color = <span class=\"code-snippet__string\">\"blue\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">#\u6dfb\u52a0\u7bb1\u7ebf\u56fe<\/span><\/code><code><span class=\"code-snippet_outer\">p + geom_violin(trim = FALSE) +<\/span><\/code><code><span class=\"code-snippet_outer\"> geom_boxplot(width = <span class=\"code-snippet__number\">0.2<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">#\u586b\u5145\u989c\u8272<\/span><\/code><code><span class=\"code-snippet_outer\">p + geom_violin(aes(fill = dose), trim = FALSE)+geom_boxplot(width = <span class=\"code-snippet__number\">0.2<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.7779783393501805\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/6_mkXzOMyCDMp7ibD8P9k0C0Fq3yXVCQ.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAxPdqELib8iaLzsvaTzaicfA3UDSb5ibn8ezoX5PiagDJx8JQt6bomkXzOMyCDMp7ibD8P9k0C0Fq3yXVCQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"554\" style=\"\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\"> <\/span><\/p>\n<p style=\"white-space: normal;text-align: left;\"><span style=\"font-size: 14px;\">\u9664\u4e86\u4ee5\u4e0a\u7ed8\u5236\u7684\u65b9\u6cd5\u610f\u5916\u8fd8\u6709\u5f88\u591a\u5c0f\u5de5\u5177\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5c0f\u63d0\u7434\u7684\u7ed8\u5236\uff0c\u4f8b\u5982\uff1a<\/span><span style=\"font-size: 14px;text-decoration: underline;\"><strong>https:\/\/www.bioinformatics.com.cn\/plot_basic_vertical_horizontal_violin_plot_068<\/strong><\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\"> <\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\">\u6211\u4eec\u5728\u505a\u79d1\u7814\u7684\u65f6\u5019\u9700\u8981\u7528\u5404\u79cd\u4e0d\u540c\u7684\u56fe\u5f62\u6765\u5c55\u793a\u6211\u4eec\u7684\u6570\u636e\uff0c\u5408\u7406\u7684\u9009\u62e9\u56fe\u5f62\uff0c\u5408\u7406\u9009\u62e9\u7b80\u4fbf\u6709\u6548\u7684\u7ed8\u56fe\u65b9\u6cd5\u90fd\u662f\u6211\u4eec\u503c\u5f97\u8003\u8651\u7684\u3002\u901a\u8fc7\u603b\u7ed3\u4e0d\u540c\u7684\u7ed8\u56fe\u65b9\u6cd5\u4e5f\u662f\u6211\u4eec\u5b66\u4e60\u597d\u751f\u4fe1\u7684\u5fc5\u8981\u4e00\u6b65\uff0c\u5c0f\u679c\u548c\u4f60\u4eec\u4e00\u8d77\u52a0\u6cb9\uff5e<\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\"><br \/><\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\">\u901a\u8fc7\u4ee5\u4e0a\u7684\u64cd\u4f5c\uff0c\u76f8\u4fe1\u4f60\u5bf9\u4e8e\u5c0f\u63d0\u7434\u56fe\u7684\u7ed8\u5236\u4ee5\u53ca\u4e00\u4e9b\u57fa\u7840\u7684\u539f\u7406\u6709\u4e86\u4e00\u5b9a\u7684\u4e86\u89e3\uff0c\u4e5f\u4e00\u5b9a\u9009\u62e9\u4e86\u4e00\u4e2a\u9002\u5408\u4f60\u7684\u65b9\u6cd5\u3002\u5f53\u7136\u8fd9\u91cc\u53ea\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u5f15\u5bfc\u4f5c\u7528\uff0c\u6bcf\u79cd\u5305\u6216\u662f\u65b9\u6cd5\u4e2d\u90fd\u6709\u5f88\u591a\u53c2\u6570\uff0c\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u7ed8\u5236\u51fa\u66f4\u52a0\u7f8e\u89c2\u7684\u56fe\u5f62\uff0c\u503c\u5f97\u5927\u5bb6\u7ec6\u7ec6\u63a2\u7d22\u3002<\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\"><br \/><\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\">\u597d\u4e86\uff0c\u8fd9\u6837\u6211\u4eec\u5c0f\u63d0\u7434\u56fe\u5c31\u4ecb\u7ecd\u5230\u8fd9\u91cc\u4e86\u3002\u5c0f\u4f19\u4f34\u4eec\u5982\u679c\u6709\u4ec0\u4e48\u95ee\u9898\u5c31\u548c\u5c0f\u679c\u8ba8\u8bba\u5427\u3002<\/span><\/p>\n<section class=\"mp_profile_iframe_wrp\"><mp-common-profile class=\"js_uneditable custom_select_card mp_profile_iframe\" data-pluginname=\"mpprofile\" data-id=\"Mzg3OTg3MjQyNg==\" data-headimg=\"http:\/\/mmbiz.qpic.cn\/mmbiz_png\/zcicibWZessAwvyLLXlYq0SJu55voD1bnb7juHUdkAibE5woL3FrUvV4nmfhXjL5DgcNYqYFsyFCZrof6ibA2ibPmuw\/0?wx_fmt=png\" data-nickname=\"\u751f\u4fe1\u679c\" data-alias=\"shengxinguoer\" data-signature=\"\u751f\u4fe1\u5165\u95e8\u3001R\u8bed\u8a00\u3001\u751f\u4fe1\u56fe\u89e3\u8bfb\u4e0e\u7ed8\u5236\u3001\u8f6f\u4ef6\u64cd\u4f5c\u3001\u4ee3\u7801\u590d\u73b0\u3001\u751f\u4fe1\u786c\u6838\u77e5\u8bc6\u6280\u80fd\u3001\u670d\u52a1\u5668\u7b49\" data-from=\"0\" data-is_biz_ban=\"0\"><\/mp-common-profile><\/section>\n<section 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<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"display: none;\"><mp-style-type data-value=\"3\"><\/mp-style-type><\/p>\n<div class=\"msg_source_url\"><a href=\"http:\/\/www.biocloudservice.com\/home.html\" target=\"_blank\" rel=\"noopener\">\u9605\u8bfb\u539f\u6587<\/a><\/div>\n<p><\/content><\/p>\n<div class=\"msg_source_url\"><a href=\"http:\/\/www.biocloudservice.com\/home.html\" target=\"_blank\" rel=\"noopener\">\u9605\u8bfb\u539f\u6587<\/a><\/div>\n<\/div>\n<p><\/body><br \/>\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u591a\u6e20\u9053\u7ed8\u5236\u5c0f\u63d0\u7434\u56fe\uff0c\u5b9e\u73b0\u4f5c\u56fe\u81ea\u7531 \u5c0f\u679c \u751f\u4fe1\u679c 2023-07-1 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":""},"categories":[1],"tags":[],"jetpack_featured_media_url":"","_links":{"self":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/54184"}],"collection":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=54184"}],"version-history":[{"count":1,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/54184\/revisions"}],"predecessor-version":[{"id":54191,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/54184\/revisions\/54191"}],"wp:attachment":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=54184"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=54184"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=54184"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}