{"id":3986,"date":"2023-07-14T08:41:56","date_gmt":"2023-07-14T08:41:56","guid":{"rendered":"https:\/\/statorials.org\/cn\/ggplot-%e5%b0%8f%e6%8f%90%e7%90%b4%e5%9b%be\/"},"modified":"2023-07-14T08:41:56","modified_gmt":"2023-07-14T08:41:56","slug":"ggplot-%e5%b0%8f%e6%8f%90%e7%90%b4%e5%9b%be","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/ggplot-%e5%b0%8f%e6%8f%90%e7%90%b4%e5%9b%be\/","title":{"rendered":"\u5982\u4f55\u5728 ggplot2 \u4e2d\u521b\u5efa\u5c0f\u63d0\u7434\u56fe\uff08\u5e26\u6709\u793a\u4f8b\uff09"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\">\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u65b9\u6cd5\u5728 ggplot2 \u4e2d\u521b\u5efa\u5c0f\u63d0\u7434\u56fe\uff1a<\/span><\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u65b9\u6cd5 1\uff1a\u6309\u7ec4\u521b\u5efa\u5c0f\u63d0\u7434\u56fe<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>ggplot(df, aes(x=group_var, y=values_var, fill=group_var)) + \n  geom_violin() +\n<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u65b9\u6cd52\uff1a\u6309\u7ec4\u521b\u5efa\u6c34\u5e73\u5c0f\u63d0\u7434\u8def\u5f84<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>ggplot(df, aes(x=group_var, y=values_var, fill=group_var)) + \n  geom_violin() +\n  coordinate_flip()\n<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u65b9\u6cd5 3\uff1a\u6309\u7ec4\u521b\u5efa\u5c0f\u63d0\u7434\u56fe\u5e76\u663e\u793a\u4e2d\u503c<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>ggplot(df, aes(x=group_var, y=values_var, fill=group_var)) + \n  geom_violin() +\n  stat_summary(fun=median, geom=' <span style=\"color: #ff0000;\">point<\/span> ', size= <span style=\"color: #008000;\">2<\/span> )<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u5728 R \u4e2d\u4f7f\u7528\u4ee5\u4e0b\u6570\u636e\u6846\u5b9e\u9645\u4f7f\u7528\u6bcf\u79cd\u65b9\u6cd5\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#make this example reproducible\n<\/span>set. <span style=\"color: #3366ff;\">seeds<\/span> (1)\n\n<span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (team=rep(c(' <span style=\"color: #ff0000;\">A<\/span> ', ' <span style=\"color: #ff0000;\">B<\/span> ', ' <span style=\"color: #ff0000;\">C<\/span> '), each= <span style=\"color: #008000;\">100<\/span> ),\n                 points=c(rnorm(100, mean=10),\n                          rnorm(100, mean=15),\n                          rnorm(100, mean=20)))\n\n<span style=\"color: #008080;\">#view head of data frame\n<\/span>head(df)\n\n  team points\n1 A 9.373546\n2 A 10.183643\n3 A 9.164371\n4 A 11.595281\n5 A 10.329508\n6 A 9.179532<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u6ce8\u610f<\/strong>\uff1a\u6211\u4eec\u4f7f\u7528<a href=\"https:\/\/statorials.org\/cn\/\u5728-r-\u4e2d\u8bbe\u7f6e\u79cd\u5b50\/\" target=\"_blank\" rel=\"noopener\">set.seed()<\/a>\u51fd\u6570\u6765\u786e\u4fdd\u6b64\u793a\u4f8b\u662f\u53ef\u91cd\u73b0\u7684\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u793a\u4f8b 1\uff1a\u6309\u7ec4\u521b\u5efa\u5c0f\u63d0\u7434\u8f68\u8ff9<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u8bed\u6cd5\u521b\u5efa\u5c0f\u63d0\u7434\u56fe\uff0c\u663e\u793a<strong>\u70b9<\/strong>\u53d8\u91cf\u7684\u5206\u5e03\uff0c\u5e76\u6309<strong>\u56e2\u961f<\/strong>\u53d8\u91cf\u5206\u7ec4\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (ggplot2)\n\n<span style=\"color: #008080;\">#create violin plot to visualize distribution of points by team\n<\/span>ggplot(df, aes(x=team, y=points, fill=team)) + \n  geom_violin() \n<\/strong><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-31908 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/violon1.jpg\" alt=\"\" width=\"523\" height=\"407\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">x \u8f74\u663e\u793a\u6bcf\u4e2a\u56e2\u961f\uff0cy \u8f74\u663e\u793a\u6bcf\u4e2a\u56e2\u961f\u5f97\u5206\u7684\u5206\u5e03\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u793a\u4f8b 2\uff1a\u6309\u7ec4\u521b\u5efa\u5c0f\u63d0\u7434\u8f68\u8ff9<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u8981\u521b\u5efa\u663e\u793a<strong>\u70b9<\/strong>\u53d8\u91cf\u5206\u5e03\uff08\u6309<strong>\u56e2\u961f<\/strong>\u53d8\u91cf\u5206\u7ec4\uff09\u7684\u6c34\u5e73\u5c0f\u63d0\u7434\u56fe\uff0c\u53ea\u9700\u6dfb\u52a0<strong>coord_flip()<\/strong>\u51fd\u6570\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (ggplot2)\n\n<span style=\"color: #008080;\">#create horizontal violin plots to visualize distribution of points by team\n<\/span>ggplot(df, aes(x=team, y=points, fill=team)) + \n  geom_violin() +\n  coordinate_flip()<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-31909\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/violon2.jpg\" alt=\"ggplot2 \u4e2d\u7684\u6c34\u5e73\u5c0f\u63d0\u7434\u56fe\" width=\"518\" height=\"403\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">y \u8f74\u663e\u793a\u6bcf\u4e2a\u56e2\u961f\uff0cx \u8f74\u663e\u793a\u6bcf\u4e2a\u56e2\u961f\u5f97\u5206\u7684\u5206\u5e03\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u793a\u4f8b 3\uff1a\u6309\u7ec4\u521b\u5efa\u5c0f\u63d0\u7434\u56fe\u5e76\u663e\u793a\u4e2d\u503c<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u6f14\u793a\u4e86\u5982\u4f55\u521b\u5efa\u5c0f\u63d0\u7434\u56fe\uff0c\u8be5\u56fe\u663e\u793a\u6309<strong>\u56e2\u961f<\/strong>\u53d8\u91cf\u5206\u7ec4\u7684<strong>\u70b9<\/strong>\u53d8\u91cf\u7684\u5206\u5e03\uff0c\u5176\u4e2d\u4e2d\u503c\u7531\u5706\u5708\u8868\u793a\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (ggplot2)\n\n<span style=\"color: #008080;\">#create violin plots and display median points value as circle\n<\/span>ggplot(df, aes(x=team, y=points, fill=team)) + \n  geom_violin() +\n  stat_summary(fun=median, geom=' <span style=\"color: #ff0000;\">point<\/span> ', size= <span style=\"color: #008000;\">2<\/span> )<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-31910\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/violon3.jpg\" alt=\"ggplot2 \u4e2d\u7684\u5c0f\u63d0\u7434\u56fe\" width=\"526\" height=\"405\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u6bcf\u4e2a\u56e2\u961f\u7684\u4e2d\u4f4d\u5206\u503c\u7531\u6bcf\u4e2a\u5c0f\u63d0\u7434\u56fe\u5185\u7684\u5c0f\u5706\u5708\u8868\u793a\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6ce8\u610f<\/strong>\uff1a\u8981\u589e\u52a0\u5706\u7684\u5927\u5c0f\uff0c\u53ea\u9700\u589e\u52a0<strong>stat_summary()<\/strong>\u51fd\u6570\u4e2d<strong>\u5927\u5c0f<\/strong>\u53c2\u6570\u7684\u503c\u5373\u53ef\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u6559\u7a0b\u89e3\u91ca\u4e86\u5982\u4f55\u5728 ggplot2 \u4e2d\u6267\u884c\u5176\u4ed6\u5e38\u89c1\u4efb\u52a1\uff1a<\/span><\/p>\n<p><a href=\"https:\/\/statorials.org\/cn\/ggplot-\u5b57\u4f53\u5927\u5c0f\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u66f4\u6539ggplot2\u4e2d\u7684\u5b57\u4f53\u5927\u5c0f<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u5220\u9664-ggplot2-\u56fe\u4f8b\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5220\u9664ggplot2\u4e2d\u7684\u56fe\u4f8b<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u65cb\u8f6c\u8f74\u6807\u7b7eggplot2\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728ggplot2\u4e2d\u65cb\u8f6c\u8f74\u6807\u7b7e<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u65b9\u6cd5\u5728 ggplot2 \u4e2d\u521b\u5efa\u5c0f\u63d0\u7434\u56fe\uff1a \u65b9\u6cd5 1\uff1a\u6309\u7ec4\u521b\u5efa\u5c0f\u63d0\u7434\u56fe ggplot(df, ae [&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-3986","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5982\u4f55\u5728 ggplot2 \u4e2d\u521b\u5efa\u5c0f\u63d0\u7434\u56fe\uff08\u5e26\u6709\u793a\u4f8b\uff09\u2013 Statorials<\/title>\n<meta name=\"description\" content=\"\u672c\u6559\u7a0b\u901a\u8fc7\u51e0\u4e2a\u793a\u4f8b\u89e3\u91ca\u4e86\u5982\u4f55\u5728 ggplot2 \u4e2d\u521b\u5efa\u5c0f\u63d0\u7434\u56fe\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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