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style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"padding: 0px 10px;letter-spacing: 2px;line-height: 1.8;box-sizing: border-box;\">\n<p style=\"white-space: normal;margin: 0px;padding: 0px;box-sizing: 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diagram\uff09\uff0c\u53c8\u53eb\u6851\u57fa\u80fd\u91cf\u5206\u6d41\u56fe\u6216\u8005\u6851\u57fa\u80fd\u91cf\u5e73\u8861\u56fe\uff0c\u53ef\u4ece\u7ebf\u6761\u7684\u8d70\u5411\uff0c\u7c97\u7ec6\u7684\u53d8\u5316\u548c\u8282\u70b9\u95f4\u7684\u6bd4\u8f83\u5bf9\u6570\u636e\u8fdb\u884c\u5206\u6790\uff0c\u540c\u65f6\u53ef\u4ee5\u5e2e\u52a9\u5927\u5bb6\u66f4\u76f4\u89c2\u5730\u7406\u89e3\u590d\u6742\u7684\u6570\u636e\u5173\u7cfb\u3002<br style=\"box-sizing: border-box;\" \/>\u6851\u57fa\u56fe\u901a\u5e38\u7531\u4e00\u7cfb\u5217\u8fde\u63a5\u7684\u7bad\u5934\u8868\u793a\uff0c\u6bcf\u4e2a\u7bad\u5934\u8868\u793a\u4e00\u4e2a\u7279\u5b9a\u7684\u6d41\u52a8\u6216\u8f6c\u6362\uff0c\u7bad\u5934\u7684\u5bbd\u5ea6\u53ef\u4ee5\u8868\u793a\u6570\u91cf\u3001\u6d41\u91cf\u6216\u5176\u4ed6\u5ea6\u91cf\u6307\u6807\u3002\u56fe\u4e2d\u7684\u8282\u70b9\u4ee3\u8868\u4e0d\u540c\u7684\u73af\u8282\u6216\u72b6\u6001\uff0c\u5b83\u4eec\u4e4b\u95f4\u901a\u8fc7\u7bad\u5934\u8fde\u63a5\uff0c\u5f62\u6210\u4e86\u6d41\u52a8\u7684\u8def\u5f84\u3002\u6851\u57fa\u56fe\u7684\u989c\u8272\u3001\u6807\u7b7e\u548c\u5176\u4ed6\u53ef\u89c6\u5316\u5143\u7d20\u53ef\u4ee5\u7528\u6765\u4f20\u8fbe\u66f4\u591a\u4fe1\u606f\uff0c\u5e2e\u52a9\u89c2\u5bdf\u8005\u66f4\u597d\u5730\u7406\u89e3\u6570\u636e\u3002<br style=\"box-sizing: border-box;\" \/>\u4e86\u89e3\u4e86\u5177\u4f53\u7684\u539f\u7406\u540e\uff0c\u5927\u5bb6\u4e00\u5b9a\u5c31\u5f88\u597d\u5947\u8be5\u600e\u4e48\u53bb\u5c55\u5f00\u7ed8\u5236\u4e86\uff01\u522b\u7740\u6025\uff0c\u5927\u6d77\u54e5\u5df2\u7ecf\u51c6\u5907\u4e86\u591a\u79cd\u4ee3\u7801\u5b9e\u73b0\u65b9\u5f0f\uff0c\u5927\u5bb6\u6162\u6162\u98df\u7528\u54e6\uff01<\/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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"><span class=\"code-snippet__comment\" style=\"box-sizing: border-box;\">#\u672c\u6b21\u6851\u57fa\u56fe\u4e3b\u8981\u4ee3\u7801\u901a\u8fc7\u4e00\u79cd\u57fa\u4e8eggplot2\u7684R\u5305ggalluvial\u5305\u6765\u5b9e\u73b0\u3002<\/span><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"><span class=\"code-snippet__comment\" style=\"box-sizing: border-box;\">#\u52a0\u8f7d\u5305<\/span><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\">library(ggalluvial)<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"><span class=\"code-snippet__comment\" style=\"box-sizing: border-box;\">#\u770b\u770b\u6211\u4eec\u6d4b\u8bd5\u7528\u7684\u6570\u636e<\/span><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\">head(as.data.frame(UCBAdmissions))<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;box-sizing: border-box;\">\n<section style=\"max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.4808510638297872\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/1_fsEcMIqiaJv8MNF0wqmncFusuTV9Og.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/YHGRXkSxjSSk7ZoWicdVQOicVXLzha1aDPdiaEOyF1wYRU6SGqHMNrjzZeAzfsEcMIqiaJv8MNF0wqmncFusuTV9Og\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"235\" style=\"vertical-align: middle;max-width: 100%;width: 100%;box-sizing: border-box;\"><\/section>\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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"><span class=\"code-snippet__comment\" style=\"box-sizing: border-box;\">#\u5148\u753b\u4e2a\u666e\u901a\u7684\u6851\u57fa\u56fe\u770b\u770b<\/span><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\">ggplot(as.data.frame(UCBAdmissions),<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> aes(y = Freq, axis1 = Gender, axis2 = Dept)) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> geom_alluvium(aes(fill = Admit), width = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>\/<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">14<\/span>) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> geom_stratum(width = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>\/<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">8<\/span>, fill = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"green\"<\/span>,color = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"black\"<\/span>) + <span class=\"code-snippet__comment\" style=\"box-sizing: border-box;\">#\u8bbe\u7f6e\u8282\u70b9\u53ca\u8fb9\u6846\u989c\u8272<\/span><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> geom_text(stat = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"stratum\"<\/span>, aes(label = after_stat(stratum))) + <span class=\"code-snippet__comment\" style=\"box-sizing: border-box;\">#\u8bbe\u7f6e\u8282\u70b9\u6807\u7b7e<\/span><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> scale_x_discrete(limits = <span class=\"code-snippet__built_in\" style=\"box-sizing: border-box;\">c<\/span>(<span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"Gender\"<\/span>, <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"Dept\"<\/span>), <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> expand = <span class=\"code-snippet__built_in\" style=\"box-sizing: border-box;\">c<\/span>(<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0<\/span>, <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0<\/span>)) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> scale_fill_brewer(type = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"qual\"<\/span>,palette = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">6<\/span>) + <span class=\"code-snippet__comment\" style=\"box-sizing: border-box;\">#\u989c\u8272\u586b\u5145<\/span><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> ggtitle(<span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"UC Berkeley admissions and rejections, by sex and department\"<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;box-sizing: border-box;\">\n<section style=\"max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"1.0086580086580086\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_tjQZ7ZTtxxToXfbnaIvgJiaVokOVXg.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/YHGRXkSxjSSk7ZoWicdVQOicVXLzha1aDPWkA9p9pmPzmqAp50UrYyNUk5ptjQZ7ZTtxxToXfbnaIvgJiaVokOVXg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"462\" style=\"vertical-align: middle;max-width: 100%;width: 100%;box-sizing: border-box;\"><\/section>\n<\/section>\n<p style=\"white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;\">\u5927\u5bb6\u80af\u5b9a\u89c9\u5f97\u989c\u8272\u4e0d\u597d\u770b\uff0c\u5927\u6d77\u54e5\u4e5f\u8fd9\u4e48\u89c9\u5f97\uff0c\u6240\u4ee5\u53ef\u4ee5\u81ea\u5b9a\u4e49\u4e00\u4e0b\u989c\u8272<\/p>\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<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\">ggplot(as.data.frame(HairEyeColor), aes(y = Freq,axis1 = Hair, axis2 = Eye, fill = Eye,axis3 = Sex))+<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> geom_flow()+<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> geom_alluvium(aes(fill = Eye),<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> curve_type = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"sine\"<\/span>) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"><span class=\"code-snippet__comment\" style=\"box-sizing: border-box;\">#\u8fd9\u91cc\u5c31\u662f\u5b9a\u4e49\u989c\u8272\u54e6\uff01\u53ef\u4ee5\u81ea\u5df1\u8c03\u8282\u559c\u6b22\u7684\u989c\u8272<\/span><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> scale_fill_manual(values = <span class=\"code-snippet__built_in\" style=\"box-sizing: border-box;\">c<\/span>(Brown = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"#70493D\"<\/span>, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> Hazel = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"#E2AC76\"<\/span>,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> Green = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"#3F752B\"<\/span>, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> Blue = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"#81B0E4\"<\/span>)) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> guides(fill = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"none\"<\/span>) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> geom_stratum(alpha = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">.2<\/span>) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> geom_text(stat = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"stratum\"<\/span>, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> size=<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">3<\/span>,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> aes(label = after_stat(stratum)),<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> reverse = <span class=\"code-snippet__built_in\" style=\"box-sizing: border-box;\">T<\/span>) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> scale_x_continuous(breaks = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>:<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">3<\/span>, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> expand = <span class=\"code-snippet__built_in\" style=\"box-sizing: border-box;\">c<\/span>(<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0<\/span>,<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0<\/span>),<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> labels = <span class=\"code-snippet__built_in\" style=\"box-sizing: border-box;\">c<\/span>(<span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"Hair\"<\/span>, <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"Eye\"<\/span>, <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"Sex\"<\/span>)) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> ggtitle(<span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"Eye colors of 592 subjects, by sex and hair color\"<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;box-sizing: border-box;\">\n<section style=\"max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.9851380042462845\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_CxlaPIDXy0sDVM6CyjBxGRjKyYjcVw.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/YHGRXkSxjSSk7ZoWicdVQOicVXLzha1aDPQYf0UboQ93sPd2mRdN8bWaicxCxlaPIDXy0sDVM6CyjBxGRjKyYjcVw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"471\" style=\"vertical-align: middle;max-width: 100%;width: 100%;box-sizing: border-box;\"><\/section>\n<\/section>\n<p style=\"white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;\">\u8fd8\u53ef\u4ee5\u901a\u8fc7ggplot2\u7684\u5185\u7f6e\u65b9\u6cd5\u76f4\u63a5\u753b\u54e6\uff01<\/p>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;box-sizing: border-box;\">\n<section style=\"max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.2801724137931034\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_mvNXqWQP2atQicmF0Ll2UeIyLsMdkQ.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/YHGRXkSxjSSk7ZoWicdVQOicVXLzha1aDPkwK9J8nkjLRjkPXkIdZexY9MRmvNXqWQP2atQicmF0Ll2UeIyLsMdkQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"464\" style=\"vertical-align: middle;max-width: 100%;width: 100%;box-sizing: border-box;\"><\/section>\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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\">ggplot(vaccinations,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> aes(x = survey, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> stratum = response, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> alluvium = subject,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> y = freq,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> fill = response, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> label = response)) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> scale_x_discrete(expand = <span class=\"code-snippet__built_in\" style=\"box-sizing: border-box;\">c<\/span>(<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0<\/span>, <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0<\/span> )) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> geom_flow() +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> geom_stratum(alpha = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">.5<\/span>) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> geom_text(stat = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"stratum\"<\/span>, size = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">3<\/span>) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> theme(legend.position = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"none\"<\/span>) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> ggtitle(<span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"vaccination survey responses at three points in time\"<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;box-sizing: border-box;\">\n<section style=\"max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.9935483870967742\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/5_Q2c8yFg8djXkJsTvqDVnszhhnwm4HQ.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/YHGRXkSxjSSk7ZoWicdVQOicVXLzha1aDP7v5JR72IiaqdJ5icHg9ZPU4iclGQ2c8yFg8djXkJsTvqDVnszhhnwm4HQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"465\" style=\"vertical-align: middle;max-width: 100%;width: 100%;box-sizing: border-box;\"><\/section>\n<\/section>\n<p style=\"white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;\">\u7740\u662f\u4e0d\u662f\u4e5f\u8fd8\u4e0d\u9519<br style=\"box-sizing: border-box;\" \/>\u8fd8\u53ef\u4ee5\u57fa\u4e8eggfittext\u65b9\u6cd5\u4fee\u6539\u8282\u70b9\u6807\u7b7e\u54e6<\/p>\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<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\">ggplot(vaccinations,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> aes(x = survey, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> stratum = response, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> alluvium = subject, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> y = freq,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> fill = response, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> label = response)) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> scale_x_discrete(expand = <span class=\"code-snippet__built_in\" style=\"box-sizing: border-box;\">c<\/span>(<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">.1<\/span>, <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0<\/span>)) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> geom_flow(width = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>\/<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">4<\/span>) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> geom_stratum(alpha = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">.5<\/span>, width = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>\/<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">4<\/span>) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> ggfittext::geom_fit_text(stat = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"stratum\"<\/span>, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> width = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>\/<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">4<\/span>, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> min.size = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">3<\/span>) + <span class=\"code-snippet__comment\" style=\"box-sizing: border-box;\">#\u4fee\u6539\u652f\u70b9\u6807\u7b7e<\/span><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> theme(legend.position = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"none\"<\/span>) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> ggtitle(<span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"vaccination survey responses\"<\/span>, <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"labeled using `geom_fit_text()`\"<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;box-sizing: border-box;\">\n<section style=\"max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.7795163584637269\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/6_509ib0DteMtAicmJgEJddvWrDctWxw.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/YHGRXkSxjSSk7ZoWicdVQOicVXLzha1aDPLibPR1Bb5sMcZy7NaFUGPnH2NWz509ib0DteMtAicmJgEJddvWrDctWxw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"703\" style=\"vertical-align: middle;max-width: 100%;width: 100%;box-sizing: border-box;\"><\/section>\n<\/section>\n<section style=\"padding: 0px 10px;box-sizing: border-box;\">\n<p style=\"white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;\">\u4f1a\u81ea\u52a8\u4fee\u6539\u8282\u70b9\u6807\u7b7e\u5927\u5c0f\uff0c\u662f\u4e0d\u662f\u770b\u8d77\u6765\u6548\u679c\u4f1a\u597d\u5f97\u591a\uff1f<br style=\"box-sizing: border-box;\" \/>\u4e0d\u4ec5\u5982\u6b64\uff0cggauuvial\u5305\u8fd8\u53ef\u4ee5\u7ed8\u5236\u5206\u9762\u6851\u57fa\u56fe\uff0c\u591a\u4e2a\u652f\u70b9\u6851\u57fa\u56fe\u7b49\u3002\u8fd9\u91cc\u5927\u6d77\u54e5\u5c31\u4e0d\u4e00\u4e00\u4ecb\u7ecd\u4e86\u3002\u540c\u65f6\u6851\u57fa\u56fe\u4e0d\u4ec5\u4ec5\u53ef\u4ee5\u7528\u4e8e\u751f\u7269\u4fe1\u606f\u5b66\u9886\u57df\uff0c\u5176\u5728\u591a\u4e2a\u9886\u57df\u4e2d\u90fd\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\uff0c\u5305\u62ec\u80fd\u6e90\u7ba1\u7406\u3001\u4ea7\u4e1a\u751f\u4ea7\u3001\u7269\u6d41\u5206\u6790\u3001\u73af\u5883\u7814\u7a76\u7b49\u3002\u4f8b\u5982\u5728\u80fd\u6e90\u6d41\u52a8\u5206\u6790\u65b9\u9762\uff1a\u6851\u57fa\u56fe\u53ef\u4ee5\u7528\u6765\u5c55\u793a\u80fd\u6e90\u5728\u4e0d\u540c\u6765\u6e90\u3001\u6d88\u8017\u8005\u548c\u8f6c\u6362\u8fc7\u7a0b\u4e4b\u95f4\u7684\u6d41\u52a8\uff0c\u5e2e\u52a9\u7814\u7a76\u4eba\u5458\u548c\u51b3\u7b56\u8005\u4e86\u89e3\u80fd\u6e90\u7684\u5206\u914d\u548c\u5229\u7528\u60c5\u51b5\u3002\u662f\u4e0d\u662f\u5f88\u4e0d\u9519\uff1f<\/p>\n<\/section>\n<section style=\"font-size: 12px;line-height: 0;padding: 0px;box-sizing: border-box;\">\n<p style=\"white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;\"><br style=\"box-sizing: border-box;\" \/><\/p>\n<\/section>\n<section style=\"display: flex;flex-flow: row;margin: 10px 0% 20px;text-align: left;justify-content: flex-start;box-sizing: border-box;\">\n<section style=\"display: inline-block;vertical-align: top;width: auto;flex: 0 0 0%;height: auto;align-self: flex-start;line-height: 0;box-sizing: border-box;\">\n<section style=\"text-align: right;margin: 0px 0% -20px;box-sizing: border-box;\">\n<section style=\"display: inline-block;width: 8px;height: 20px;vertical-align: top;overflow: hidden;border-width: 0px;border-style: none;border-color: rgb(62, 62, 62);background-color: rgb(245, 241, 224);box-sizing: border-box;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<section style=\"text-align: center;box-sizing: border-box;\">\n<section style=\"display: inline-block;width: 16px;height: 20px;vertical-align: top;overflow: hidden;border-width: 0px;border-radius: 21px 21px 0px 0px;border-style: none;border-color: rgb(62, 62, 62);background-color: rgb(231, 215, 173);box-sizing: border-box;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: top;width: auto;background-color: rgb(245, 241, 224);flex: 100 100 0%;align-self: flex-start;height: auto;border-right: 0px rgb(62, 62, 62);border-top-right-radius: 12px;overflow: hidden;box-shadow: rgb(231, 215, 173) 0px 6px 0px;box-sizing: border-box;\">\n<section style=\"margin: 20px 0% 30px;box-sizing: border-box;\">\n<section style=\"padding: 0px 23px;text-align: justify;font-size: 12px;line-height: 1.8;box-sizing: border-box;\">\n<p style=\"white-space: normal;margin: 0px;padding: 0px;box-sizing: 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style=\"border-bottom: 2px solid rgb(0, 150, 136);text-align: left;font-size: 12px;box-sizing: border-box;\">\n<p style=\"margin: 0px;padding: 0px;box-sizing: border-box;\"><a target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzAwNjE0MDY3MQ==&mid=2650761303&idx=2&sn=6f73471d1e82c56c0b2160d0fcd32d53&scene=21#wechat_redirect\" textvalue=\"\" linktype=\"image\" imgurl=\"https:\/\/mmbiz.qpic.cn\/mmbiz_jpg\/YHGRXkSxjSSYqN0u6bwwXzLCBdlX9BXOYJyjlsib6bQ74Wibtria9gSC4sqocafb5YBQcZWdQRrtP2Xo7vaFWaecA\/0?wx_fmt=jpeg\" imgdata=\"[object Object]\" tab=\"innerlink\" data-linktype=\"1\" rel=\"noopener\"><span class=\"js_jump_icon h5_image_link\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.35083798882681566\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/7_ocafb5YBQcZWdQRrtP2Xo7vaFWaecA-4.jpg\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_jpg\/YHGRXkSxjSSYqN0u6bwwXzLCBdlX9BXOYJyjlsib6bQ74Wibtria9gSC4sqocafb5YBQcZWdQRrtP2Xo7vaFWaecA\/640?wx_fmt=jpeg'\" data-type=\"jpeg\" data-w=\"895\" style=\"\"><\/span><\/a><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.3488888888888889\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/8_07T3ukOr5mxE6sbTMZvYNklUgT3oKg-4.jpg\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_jpg\/YHGRXkSxjSSYqN0u6bwwXzLCBdlX9BXOYQlIrRTwqxXypnzYht7bhh3T07T3ukOr5mxE6sbTMZvYNklUgT3oKg\/640?wx_fmt=jpeg'\" data-type=\"jpeg\" data-w=\"900\" style=\"\" \/><\/p>\n<p style=\"margin: 0px;padding: 0px;box-sizing: border-box;\"><br \/><\/p>\n<p style=\"margin: 0px;padding: 0px;box-sizing: border-box;\">\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\u8fdb\u5165\u7f51\u5740<\/p>\n<\/section>\n<section style=\"margin-left: 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\/>\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e34\u5e8a\u7ed3\u679c\u5206\u7c7b\u4e4b\u95f4\u5982\u4f55\u5c55\u793a\u5173\u8054\u6027\uff0c\u4e00\u4e2a\u6851\u57fa\u56fe\u641e\u5b9a\u5b83\uff01 \u5927\u6d77\u54e5 \u751f\u4fe1\u679c &nbsp […]<\/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\/56062"}],"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=56062"}],"version-history":[{"count":1,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/56062\/revisions"}],"predecessor-version":[{"id":56071,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/56062\/revisions\/56071"}],"wp:attachment":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=56062"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=56062"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=56062"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

{"id":56062,"date":"2024-06-16T17:26:17","date_gmt":"2024-06-16T09:26:17","guid":{"rendered":"http:\/\/www.biocloudservice.com\/wordpress\/?p=56062"},"modified":"2024-06-16T17:26:17","modified_gmt":"2024-06-16T09:26:17","slug":"%e4%b8%b4%e5%ba%8a%e7%bb%93%e6%9e%9c%e5%88%86%e7%b1%bb%e4%b9%8b%e9%97%b4%e5%a6%82%e4%bd%95%e5%b1%95%e7%a4%ba%e5%85%b3%e8%81%94%e6%80%a7%ef%bc%8c%e4%b8%80%e4%b8%aa%e6%a1%91%e5%9f%ba%e5%9b%be%e6%90%9e","status":"publish","type":"post","link":"http:\/\/www.biocloudservice.com\/wordpress\/?p=56062","title":{"rendered":"\u4e34\u5e8a\u7ed3\u679c\u5206\u7c7b\u4e4b\u95f4\u5982\u4f55\u5c55\u793a\u5173\u8054\u6027\uff0c\u4e00\u4e2a\u6851\u57fa\u56fe\u641e\u5b9a\u5b83\uff01"},"content":{"rendered":"

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100%;flex: 0 0 auto;height: auto;box-sizing: border-box;\">\n<section style=\"margin: 0px 0%;text-align: center;transform: translate3d(-1px, 0px, 0px);-webkit-transform: translate3d(-1px, 0px, 0px);-moz-transform: translate3d(-1px, 0px, 0px);-o-transform: translate3d(-1px, 0px, 0px);box-sizing: border-box;\">\n<section style=\"color: rgb(59, 149, 115);font-size: 17px;padding: 0px 11px;line-height: 1;text-align: justify;box-sizing: border-box;\">\n<p style=\"text-align: left;white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;\"><strong style=\"box-sizing: border-box;\">\u70b9\u51fb\u84dd\u5b57 \u5173\u6ce8\u6211\u4eec<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: top;width: auto;line-height: 0;flex: 0 0 0%;height: auto;box-sizing: border-box;\">\n<section style=\"text-align: center;box-sizing: border-box;\">\n<section style=\"display: inline-block;width: 16px;height: 12px;vertical-align: top;overflow: 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inline-block;width: 3px;height: 3px;vertical-align: top;overflow: hidden;border-width: 0px;border-radius: 155px;border-style: none;border-color: rgb(62, 62, 62);background-color: rgb(245, 245, 245);box-sizing: border-box;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"text-align: center;transform: translate3d(3px, 0px, 0px);-webkit-transform: translate3d(3px, 0px, 0px);-moz-transform: translate3d(3px, 0px, 0px);-o-transform: translate3d(3px, 0px, 0px);box-sizing: border-box;\">\n<section style=\"display: inline-block;width: 0px;height: 0px;vertical-align: top;overflow: hidden;border-style: solid;border-width: 0px 0px 4px 4px;border-color: rgba(255, 255, 255, 0) rgba(255, 255, 255, 0) rgba(255, 255, 255, 0) rgb(59, 149, 115);box-sizing: border-box;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"padding: 0px 10px;letter-spacing: 2px;line-height: 1.8;box-sizing: border-box;\">\n<p style=\"white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;\">\u5c0f\u4f19\u4f34\u4eec\u5927\u5bb6\u597d\uff0c\u6211\u662f\u4f60\u4eec\u7684\u5927\u6d77\u54e5\uff01\u6700\u8fd1\u5927\u6d77\u54e5\u53d1\u73b0\u5f88\u591a\u5c0f\u4f19\u4f34\u90fd\u6709\u7c7b\u4f3c\u7684\u9700\u6c42\uff0c\u5c31\u662f\u60f3\u628a\u4e00\u4e9b\u5206\u7c7b\u53d8\u91cf\u901a\u8fc7\u6837\u672c\u540d\u8054\u7cfb\u8d77\u6765\uff0c\u770b\u770b\u6574\u4f53\u7684\u4e00\u4e2a\u8d8b\u52bf\uff0c\u4f46\u662f\u53c8\u4e0d\u77e5\u9053\u6709\u4ec0\u4e48\u56fe\u7c7b\u53ef\u4ee5\u5b9e\u73b0\u8fd9\u79cd\u9700\u6c42\u3002\u90a3\u4e48\u4eca\u5929\u5927\u6d77\u54e5\u5c31\u7ed9\u5927\u5bb6\u63a8\u8350\u4e00\u4e2a\u597d\u7528\u76f4\u89c2\u4e14\u53ef\u4ee5\u5c55\u793a\u4e0d\u540c\u5206\u7c7b\u53d8\u91cf\u4e4b\u95f4\u7684\u8054\u7cfb\u7684\u6851\u57fa\u56fe\u3002\u8ba9\u6211\u4eec\u5148\u6765\u4e86\u89e3\u4e00\u4e0b\uff0c\u4ec0\u4e48\u662f\u6851\u57fa\u56fe\uff1f<br style=\"box-sizing: border-box;\" \/>\u6851\u57fa\u56fe\uff08Sankey diagram\uff09\uff0c\u53c8\u53eb\u6851\u57fa\u80fd\u91cf\u5206\u6d41\u56fe\u6216\u8005\u6851\u57fa\u80fd\u91cf\u5e73\u8861\u56fe\uff0c\u53ef\u4ece\u7ebf\u6761\u7684\u8d70\u5411\uff0c\u7c97\u7ec6\u7684\u53d8\u5316\u548c\u8282\u70b9\u95f4\u7684\u6bd4\u8f83\u5bf9\u6570\u636e\u8fdb\u884c\u5206\u6790\uff0c\u540c\u65f6\u53ef\u4ee5\u5e2e\u52a9\u5927\u5bb6\u66f4\u76f4\u89c2\u5730\u7406\u89e3\u590d\u6742\u7684\u6570\u636e\u5173\u7cfb\u3002<br style=\"box-sizing: border-box;\" \/>\u6851\u57fa\u56fe\u901a\u5e38\u7531\u4e00\u7cfb\u5217\u8fde\u63a5\u7684\u7bad\u5934\u8868\u793a\uff0c\u6bcf\u4e2a\u7bad\u5934\u8868\u793a\u4e00\u4e2a\u7279\u5b9a\u7684\u6d41\u52a8\u6216\u8f6c\u6362\uff0c\u7bad\u5934\u7684\u5bbd\u5ea6\u53ef\u4ee5\u8868\u793a\u6570\u91cf\u3001\u6d41\u91cf\u6216\u5176\u4ed6\u5ea6\u91cf\u6307\u6807\u3002\u56fe\u4e2d\u7684\u8282\u70b9\u4ee3\u8868\u4e0d\u540c\u7684\u73af\u8282\u6216\u72b6\u6001\uff0c\u5b83\u4eec\u4e4b\u95f4\u901a\u8fc7\u7bad\u5934\u8fde\u63a5\uff0c\u5f62\u6210\u4e86\u6d41\u52a8\u7684\u8def\u5f84\u3002\u6851\u57fa\u56fe\u7684\u989c\u8272\u3001\u6807\u7b7e\u548c\u5176\u4ed6\u53ef\u89c6\u5316\u5143\u7d20\u53ef\u4ee5\u7528\u6765\u4f20\u8fbe\u66f4\u591a\u4fe1\u606f\uff0c\u5e2e\u52a9\u89c2\u5bdf\u8005\u66f4\u597d\u5730\u7406\u89e3\u6570\u636e\u3002<br style=\"box-sizing: border-box;\" \/>\u4e86\u89e3\u4e86\u5177\u4f53\u7684\u539f\u7406\u540e\uff0c\u5927\u5bb6\u4e00\u5b9a\u5c31\u5f88\u597d\u5947\u8be5\u600e\u4e48\u53bb\u5c55\u5f00\u7ed8\u5236\u4e86\uff01\u522b\u7740\u6025\uff0c\u5927\u6d77\u54e5\u5df2\u7ecf\u51c6\u5907\u4e86\u591a\u79cd\u4ee3\u7801\u5b9e\u73b0\u65b9\u5f0f\uff0c\u5927\u5bb6\u6162\u6162\u98df\u7528\u54e6\uff01<\/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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"><span class=\"code-snippet__comment\" style=\"box-sizing: border-box;\">#\u672c\u6b21\u6851\u57fa\u56fe\u4e3b\u8981\u4ee3\u7801\u901a\u8fc7\u4e00\u79cd\u57fa\u4e8eggplot2\u7684R\u5305ggalluvial\u5305\u6765\u5b9e\u73b0\u3002<\/span><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"><span class=\"code-snippet__comment\" style=\"box-sizing: border-box;\">#\u52a0\u8f7d\u5305<\/span><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\">library(ggalluvial)<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"><span class=\"code-snippet__comment\" style=\"box-sizing: border-box;\">#\u770b\u770b\u6211\u4eec\u6d4b\u8bd5\u7528\u7684\u6570\u636e<\/span><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\">head(as.data.frame(UCBAdmissions))<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;box-sizing: border-box;\">\n<section style=\"max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.4808510638297872\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/1_fsEcMIqiaJv8MNF0wqmncFusuTV9Og.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/YHGRXkSxjSSk7ZoWicdVQOicVXLzha1aDPdiaEOyF1wYRU6SGqHMNrjzZeAzfsEcMIqiaJv8MNF0wqmncFusuTV9Og\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"235\" style=\"vertical-align: middle;max-width: 100%;width: 100%;box-sizing: border-box;\"><\/section>\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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"><span class=\"code-snippet__comment\" style=\"box-sizing: border-box;\">#\u5148\u753b\u4e2a\u666e\u901a\u7684\u6851\u57fa\u56fe\u770b\u770b<\/span><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\">ggplot(as.data.frame(UCBAdmissions),<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> aes(y = Freq, axis1 = Gender, axis2 = Dept)) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> geom_alluvium(aes(fill = Admit), width = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>\/<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">14<\/span>) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> geom_stratum(width = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>\/<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">8<\/span>, fill = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"green\"<\/span>,color = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"black\"<\/span>) + <span class=\"code-snippet__comment\" style=\"box-sizing: border-box;\">#\u8bbe\u7f6e\u8282\u70b9\u53ca\u8fb9\u6846\u989c\u8272<\/span><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> geom_text(stat = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"stratum\"<\/span>, aes(label = after_stat(stratum))) + <span class=\"code-snippet__comment\" style=\"box-sizing: border-box;\">#\u8bbe\u7f6e\u8282\u70b9\u6807\u7b7e<\/span><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> scale_x_discrete(limits = <span class=\"code-snippet__built_in\" style=\"box-sizing: border-box;\">c<\/span>(<span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"Gender\"<\/span>, <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"Dept\"<\/span>), <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> expand = <span class=\"code-snippet__built_in\" style=\"box-sizing: border-box;\">c<\/span>(<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0<\/span>, <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0<\/span>)) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> scale_fill_brewer(type = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"qual\"<\/span>,palette = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">6<\/span>) + <span class=\"code-snippet__comment\" style=\"box-sizing: border-box;\">#\u989c\u8272\u586b\u5145<\/span><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> ggtitle(<span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"UC Berkeley admissions and rejections, by sex and department\"<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;box-sizing: border-box;\">\n<section style=\"max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"1.0086580086580086\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_tjQZ7ZTtxxToXfbnaIvgJiaVokOVXg.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/YHGRXkSxjSSk7ZoWicdVQOicVXLzha1aDPWkA9p9pmPzmqAp50UrYyNUk5ptjQZ7ZTtxxToXfbnaIvgJiaVokOVXg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"462\" style=\"vertical-align: middle;max-width: 100%;width: 100%;box-sizing: border-box;\"><\/section>\n<\/section>\n<p style=\"white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;\">\u5927\u5bb6\u80af\u5b9a\u89c9\u5f97\u989c\u8272\u4e0d\u597d\u770b\uff0c\u5927\u6d77\u54e5\u4e5f\u8fd9\u4e48\u89c9\u5f97\uff0c\u6240\u4ee5\u53ef\u4ee5\u81ea\u5b9a\u4e49\u4e00\u4e0b\u989c\u8272<\/p>\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<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\">ggplot(as.data.frame(HairEyeColor), aes(y = Freq,axis1 = Hair, axis2 = Eye, fill = Eye,axis3 = Sex))+<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> geom_flow()+<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> geom_alluvium(aes(fill = Eye),<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> curve_type = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"sine\"<\/span>) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"><span class=\"code-snippet__comment\" style=\"box-sizing: border-box;\">#\u8fd9\u91cc\u5c31\u662f\u5b9a\u4e49\u989c\u8272\u54e6\uff01\u53ef\u4ee5\u81ea\u5df1\u8c03\u8282\u559c\u6b22\u7684\u989c\u8272<\/span><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> scale_fill_manual(values = <span class=\"code-snippet__built_in\" style=\"box-sizing: border-box;\">c<\/span>(Brown = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"#70493D\"<\/span>, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> Hazel = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"#E2AC76\"<\/span>,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> Green = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"#3F752B\"<\/span>, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> Blue = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"#81B0E4\"<\/span>)) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> guides(fill = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"none\"<\/span>) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> geom_stratum(alpha = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">.2<\/span>) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> geom_text(stat = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"stratum\"<\/span>, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> size=<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">3<\/span>,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> aes(label = after_stat(stratum)),<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> reverse = <span class=\"code-snippet__built_in\" style=\"box-sizing: border-box;\">T<\/span>) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> scale_x_continuous(breaks = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>:<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">3<\/span>, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> expand = <span class=\"code-snippet__built_in\" style=\"box-sizing: border-box;\">c<\/span>(<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0<\/span>,<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0<\/span>),<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> labels = <span class=\"code-snippet__built_in\" style=\"box-sizing: border-box;\">c<\/span>(<span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"Hair\"<\/span>, <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"Eye\"<\/span>, <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"Sex\"<\/span>)) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> ggtitle(<span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"Eye colors of 592 subjects, by sex and hair color\"<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;box-sizing: border-box;\">\n<section style=\"max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.9851380042462845\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_CxlaPIDXy0sDVM6CyjBxGRjKyYjcVw.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/YHGRXkSxjSSk7ZoWicdVQOicVXLzha1aDPQYf0UboQ93sPd2mRdN8bWaicxCxlaPIDXy0sDVM6CyjBxGRjKyYjcVw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"471\" style=\"vertical-align: middle;max-width: 100%;width: 100%;box-sizing: border-box;\"><\/section>\n<\/section>\n<p style=\"white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;\">\u8fd8\u53ef\u4ee5\u901a\u8fc7ggplot2\u7684\u5185\u7f6e\u65b9\u6cd5\u76f4\u63a5\u753b\u54e6\uff01<\/p>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;box-sizing: border-box;\">\n<section style=\"max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.2801724137931034\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_mvNXqWQP2atQicmF0Ll2UeIyLsMdkQ.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/YHGRXkSxjSSk7ZoWicdVQOicVXLzha1aDPkwK9J8nkjLRjkPXkIdZexY9MRmvNXqWQP2atQicmF0Ll2UeIyLsMdkQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"464\" style=\"vertical-align: middle;max-width: 100%;width: 100%;box-sizing: border-box;\"><\/section>\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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\">ggplot(vaccinations,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> aes(x = survey, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> stratum = response, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> alluvium = subject,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> y = freq,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> fill = response, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> label = response)) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> scale_x_discrete(expand = <span class=\"code-snippet__built_in\" style=\"box-sizing: border-box;\">c<\/span>(<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0<\/span>, <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0<\/span> )) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> geom_flow() +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> geom_stratum(alpha = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">.5<\/span>) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> geom_text(stat = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"stratum\"<\/span>, size = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">3<\/span>) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> theme(legend.position = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"none\"<\/span>) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> ggtitle(<span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"vaccination survey responses at three points in time\"<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;box-sizing: border-box;\">\n<section style=\"max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.9935483870967742\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/5_Q2c8yFg8djXkJsTvqDVnszhhnwm4HQ.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/YHGRXkSxjSSk7ZoWicdVQOicVXLzha1aDP7v5JR72IiaqdJ5icHg9ZPU4iclGQ2c8yFg8djXkJsTvqDVnszhhnwm4HQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"465\" style=\"vertical-align: middle;max-width: 100%;width: 100%;box-sizing: border-box;\"><\/section>\n<\/section>\n<p style=\"white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;\">\u7740\u662f\u4e0d\u662f\u4e5f\u8fd8\u4e0d\u9519<br style=\"box-sizing: border-box;\" \/>\u8fd8\u53ef\u4ee5\u57fa\u4e8eggfittext\u65b9\u6cd5\u4fee\u6539\u8282\u70b9\u6807\u7b7e\u54e6<\/p>\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<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\">ggplot(vaccinations,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> aes(x = survey, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> stratum = response, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> alluvium = subject, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> y = freq,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> fill = response, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> label = response)) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> scale_x_discrete(expand = <span class=\"code-snippet__built_in\" style=\"box-sizing: border-box;\">c<\/span>(<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">.1<\/span>, <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0<\/span>)) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> geom_flow(width = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>\/<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">4<\/span>) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> geom_stratum(alpha = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">.5<\/span>, width = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>\/<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">4<\/span>) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> ggfittext::geom_fit_text(stat = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"stratum\"<\/span>, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> width = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>\/<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">4<\/span>, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> min.size = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">3<\/span>) + <span class=\"code-snippet__comment\" style=\"box-sizing: border-box;\">#\u4fee\u6539\u652f\u70b9\u6807\u7b7e<\/span><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> theme(legend.position = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"none\"<\/span>) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"> ggtitle(<span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"vaccination survey responses\"<\/span>, <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"labeled using `geom_fit_text()`\"<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;box-sizing: border-box;\">\n<section style=\"max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.7795163584637269\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/6_509ib0DteMtAicmJgEJddvWrDctWxw.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/YHGRXkSxjSSk7ZoWicdVQOicVXLzha1aDPLibPR1Bb5sMcZy7NaFUGPnH2NWz509ib0DteMtAicmJgEJddvWrDctWxw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"703\" style=\"vertical-align: middle;max-width: 100%;width: 100%;box-sizing: border-box;\"><\/section>\n<\/section>\n<section style=\"padding: 0px 10px;box-sizing: border-box;\">\n<p style=\"white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;\">\u4f1a\u81ea\u52a8\u4fee\u6539\u8282\u70b9\u6807\u7b7e\u5927\u5c0f\uff0c\u662f\u4e0d\u662f\u770b\u8d77\u6765\u6548\u679c\u4f1a\u597d\u5f97\u591a\uff1f<br style=\"box-sizing: border-box;\" \/>\u4e0d\u4ec5\u5982\u6b64\uff0cggauuvial\u5305\u8fd8\u53ef\u4ee5\u7ed8\u5236\u5206\u9762\u6851\u57fa\u56fe\uff0c\u591a\u4e2a\u652f\u70b9\u6851\u57fa\u56fe\u7b49\u3002\u8fd9\u91cc\u5927\u6d77\u54e5\u5c31\u4e0d\u4e00\u4e00\u4ecb\u7ecd\u4e86\u3002\u540c\u65f6\u6851\u57fa\u56fe\u4e0d\u4ec5\u4ec5\u53ef\u4ee5\u7528\u4e8e\u751f\u7269\u4fe1\u606f\u5b66\u9886\u57df\uff0c\u5176\u5728\u591a\u4e2a\u9886\u57df\u4e2d\u90fd\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\uff0c\u5305\u62ec\u80fd\u6e90\u7ba1\u7406\u3001\u4ea7\u4e1a\u751f\u4ea7\u3001\u7269\u6d41\u5206\u6790\u3001\u73af\u5883\u7814\u7a76\u7b49\u3002\u4f8b\u5982\u5728\u80fd\u6e90\u6d41\u52a8\u5206\u6790\u65b9\u9762\uff1a\u6851\u57fa\u56fe\u53ef\u4ee5\u7528\u6765\u5c55\u793a\u80fd\u6e90\u5728\u4e0d\u540c\u6765\u6e90\u3001\u6d88\u8017\u8005\u548c\u8f6c\u6362\u8fc7\u7a0b\u4e4b\u95f4\u7684\u6d41\u52a8\uff0c\u5e2e\u52a9\u7814\u7a76\u4eba\u5458\u548c\u51b3\u7b56\u8005\u4e86\u89e3\u80fd\u6e90\u7684\u5206\u914d\u548c\u5229\u7528\u60c5\u51b5\u3002\u662f\u4e0d\u662f\u5f88\u4e0d\u9519\uff1f<\/p>\n<\/section>\n<section 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center;box-sizing: border-box;\">\n<section style=\"display: inline-block;width: 16px;height: 20px;vertical-align: top;overflow: hidden;border-width: 0px;border-radius: 21px 21px 0px 0px;border-style: none;border-color: rgb(62, 62, 62);background-color: rgb(231, 215, 173);box-sizing: border-box;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: top;width: auto;background-color: rgb(245, 241, 224);flex: 100 100 0%;align-self: flex-start;height: auto;border-right: 0px rgb(62, 62, 62);border-top-right-radius: 12px;overflow: hidden;box-shadow: rgb(231, 215, 173) 0px 6px 0px;box-sizing: border-box;\">\n<section style=\"margin: 20px 0% 30px;box-sizing: border-box;\">\n<section style=\"padding: 0px 23px;text-align: justify;font-size: 12px;line-height: 1.8;box-sizing: border-box;\">\n<p style=\"white-space: normal;margin: 0px;padding: 0px;box-sizing: 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