{"id":54907,"date":"2024-06-16T14:33:09","date_gmt":"2024-06-16T06:33:09","guid":{"rendered":"http:\/\/www.biocloudservice.com\/wordpress\/?p=54907"},"modified":"2024-06-16T14:33:09","modified_gmt":"2024-06-16T06:33:09","slug":"%e4%b8%89%e5%88%86%e9%92%9f%e7%90%86%e6%b8%85%e7%94%a8%e4%bb%80%e4%b9%88%e5%9b%be%e5%91%88%e7%8e%b0%e8%bf%9e%e7%bb%ad%e5%8f%98%e9%87%8f%e6%95%b0%e6%8d%ae-3","status":"publish","type":"post","link":"http:\/\/www.biocloudservice.com\/wordpress\/?p=54907","title":{"rendered":"\u4e09\u5206\u949f\u7406\u6e05\u7528\u4ec0\u4e48\u56fe\u5448\u73b0\u8fde\u7eed\u53d8\u91cf\u6570\u636e"},"content":{"rendered":"


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url("https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/2wJ7bWfS0QsYVfHxvfibr9TVPg4je22t3mJ85xYxsPVTFjPZt5CLmpjOFKoAJicpHa1CWfsOPTSiaXQlp500dd0ug\/640?wx_fmt=png");\">\n<section style=\"\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 5px;height: 10px;vertical-align: top;overflow: hidden;\"><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;flex: 0 0 auto;align-self: stretch;min-width: 10%;height: auto;background-color: rgb(254, 227, 229);box-shadow: rgb(0, 0, 0) 0px 0px 0px;\">\n<section style=\"margin-right: 0%;margin-left: 0%;\" powered-by=\"xiumi.us\">\n<section style=\"color: rgb(84, 54, 54);padding-right: 10px;padding-left: 10px;text-align: justify;font-size: 17px;letter-spacing: 3px;\">\n<p><strong>\u5355\u4e2a\u4e00\u5143\u5206\u5e03<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: top;width: auto;flex: 0 0 0%;align-self: stretch;height: auto;background-position: 0% 0%;background-repeat: repeat-y;background-size: 100%;background-attachment: scroll;background-image: url("https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/2wJ7bWfS0QsYVfHxvfibr9TVPg4je22t3cHFo8Iq1AbTyWoMEa9rUQibFxpnh1QKibOdmGxWuusAPTklVancTyTRA\/640?wx_fmt=png");\">\n<section style=\"\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 5px;height: 10px;vertical-align: top;overflow: hidden;\"><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 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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\">#\u5b89\u88c5\u52a0\u8f7dR\u5305<\/span><\/code><code><span class=\"code-snippet_outer\">install.packages(<span class=\"code-snippet__string\">\"ggplot2\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">library(ggplot2)<\/span><\/code><code><span class=\"code-snippet_outer\">p <- ggplot(midwest, aes(<\/span><\/code><code><span class=\"code-snippet_outer\">  x = area))<\/span><\/code><code><span class=\"code-snippet_outer\">p + geom_histogram(bins=<span class=\"code-snippet__number\">10<\/span>)#\u5728geom_histogram()\u4e2d\u7528bins =\u6307\u5b9a\u5206\u7ec4\u4e2a\u6570\uff0c \u6216\u8005\u7528width\u6307\u5b9a\u5206\u7ec4\u5bbd\u5ea6<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"1.3042362002567394\" data-s=\"300,640\" src=\"\u56fe\u7247\/\u751f\u4fe1\u679c_2023-08-17_\u300c\u8f6c\u300d\u4e09\u5206\u949f\u7406\u6e05\u7528\u4ec0\u4e48\u56fe\u5448\u73b0\u8fde\u7eed\u53d8\u91cf\u6570\u636e\/1_cTetYpdrkuZ8E9q2hr2AyBZukicsnQ.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/2wJ7bWfS0QsYVfHxvfibr9TVPg4je22t3E4KZCtrS4ricQYuPZDdOicnEM7xicTetYpdrkuZ8E9q2hr2AyBZukicsnQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"779\" style=\"vertical-align: middle;width: 100%;\" \/><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<p>tips :midwest \u7684\u6570\u636e\u96c6\u4e3a\u7f8e\u56fd\u4e2d\u897f\u90e8\u7684\u4e00\u4e9b\u53bf\u7684\u7edf\u8ba1\u6570\u636e\uff0c \u5982\u9762\u79ef\uff08\u5355\u4f4d\uff1a\u5e73\u65b9\u82f1\u91cc\uff09<\/p>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.31851851851851853\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_9Y1OH87mtzX16Wberic1ZeTgLlKicA.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/2wJ7bWfS0QsYVfHxvfibr9TVPg4je22t3ty3DxiaoN3e5q4nn4I2UiacwUVYJ9Y1OH87mtzX16Wberic1ZeTgLlKicA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<p powered-by=\"xiumi.us\"><br \/><\/p>\n<section style=\"margin: 10px 0%;text-align: left;justify-content: flex-start;display: flex;flex-flow: row;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: auto;vertical-align: top;border-left: 5px solid rgb(242, 203, 203);border-bottom-left-radius: 0px;padding-left: 9px;min-width: 10%;flex: 0 0 auto;height: auto;align-self: flex-start;\">\n<section style=\"margin: 2px 0%;\" powered-by=\"xiumi.us\">\n<section style=\"color: rgb(110, 75, 36);line-height: 1.3;text-align: justify;letter-spacing: 1px;\">\n<p><strong>\u5c06\u76f4\u65b9\u56fe\u753b\u6210\u7ebf\u7684\u65b9\u5f0f\uff1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\">p + geom_freqpoly(bins = <span class=\"code-snippet__number\">15<\/span>, boundary = <span class=\"code-snippet__number\">0.0025<\/span>)#<\/span><\/code><\/pre>\n<\/section>\n<p powered-by=\"xiumi.us\">\u770b\u5230\u7ed8\u5236\u7684\u56fe\u672c\u8d28\u4e0a\u8fd8\u662f\u4e00\u4e2a\u9636\u68af\u51fd\u6570\u3002<\/p>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.8556962025316456\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_YyDLVFDJ2FVUS8xkpiccn9qiaQSFLQ.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/2wJ7bWfS0QsYVfHxvfibr9TVPg4je22t3QMuNjzv2ZaE2rE1Z0bicjuOOzOtYyDLVFDJ2FVUS8xkpiccn9qiaQSFLQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"790\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<p powered-by=\"xiumi.us\"><br \/><\/p>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\">p + geom_density()#geom_density()\u53ef\u4ee5\u5bf9\u8fde\u7eed\u53d8\u91cf\u5148\u505a\u6838\u5bc6\u5ea6\u4f30\u8ba1\uff0c \u7136\u540e\u7ed8\u5236\u5bc6\u5ea6\u4f30\u8ba1\u66f2\u7ebf<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.8441215323645971\" data-s=\"300,640\" src=\"\u56fe\u7247\/\u751f\u4fe1\u679c_2023-08-17_\u300c\u8f6c\u300d\u4e09\u5206\u949f\u7406\u6e05\u7528\u4ec0\u4e48\u56fe\u5448\u73b0\u8fde\u7eed\u53d8\u91cf\u6570\u636e\/4_Zjv19PUibEuNZULoySeMNmuOoT06KQ.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/2wJ7bWfS0QsYVfHxvfibr9TVPg4je22t3mibm8AzEudFE8sATPBgdiawqEbLZjv19PUibEuNZULoySeMNmuOoT06KQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"757\" style=\"vertical-align: middle;width: 100%;\" \/><\/section>\n<\/section>\n<p powered-by=\"xiumi.us\"><br \/><\/p>\n<section style=\"margin: 10px 0%;text-align: left;justify-content: flex-start;display: flex;flex-flow: row;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: auto;vertical-align: top;border-left: 5px solid rgb(242, 203, 203);border-bottom-left-radius: 0px;padding-left: 9px;min-width: 10%;flex: 0 0 auto;height: auto;align-self: flex-start;\">\n<section style=\"margin: 2px 0%;\" powered-by=\"xiumi.us\">\n<section style=\"color: rgb(110, 75, 36);line-height: 1.3;text-align: justify;letter-spacing: 1px;\">\n<p><strong>\u5c06\u76f4\u65b9\u56fe\u4e0e\u5bc6\u5ea6\u4f30\u8ba1\u56fe\u5408\u5e76\u5728\u4e00\u8d77\uff0c \u8fd9\u65f6\u76f4\u65b9\u56fe\u7684\u7eb5\u5750\u6807\u9700\u6307\u5b9a\u4e3a\u5bc6\u5ea6\u4f30\u8ba1\uff0c \u8fd9\u6837\u4e24\u79cd\u56fe\u7684\u7eb5\u5750\u6807\u624d\u5904\u4e8e\u76f8\u540c\u7684\u8303\u56f4\uff1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\">p+geom_histogram(mapping = aes(y = stat(density))) + geom_density(color = <span class=\"code-snippet__string\">\"blue\"<\/span>, size = <span class=\"code-snippet__number\">1<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.8362068965517241\" data-s=\"300,640\" src=\"\u56fe\u7247\/\u751f\u4fe1\u679c_2023-08-17_\u300c\u8f6c\u300d\u4e09\u5206\u949f\u7406\u6e05\u7528\u4ec0\u4e48\u56fe\u5448\u73b0\u8fde\u7eed\u53d8\u91cf\u6570\u636e\/5_VBepOiaxIUyib3u7fIG6iayZdibuXA.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/2wJ7bWfS0QsYVfHxvfibr9TVPg4je22t3Rmgzfn0LEz7XZMZBJKTeoPnpfTcicVBepOiaxIUyib3u7fIG6iayZdibuXA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"928\" style=\"vertical-align: middle;width: 100%;\" \/><\/section>\n<\/section>\n<p powered-by=\"xiumi.us\"><br \/><\/p>\n<section style=\"display: flex;flex-flow: row;text-align: center;justify-content: center;margin-top: 10px;margin-bottom: 20px;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;vertical-align: top;width: auto;flex: 0 0 0%;align-self: stretch;height: auto;background-position: 0% 0%;background-repeat: repeat-y;background-size: 100%;background-attachment: scroll;background-image: url("https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/2wJ7bWfS0QsYVfHxvfibr9TVPg4je22t3mJ85xYxsPVTFjPZt5CLmpjOFKoAJicpHa1CWfsOPTSiaXQlp500dd0ug\/640?wx_fmt=png");\">\n<section style=\"\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 5px;height: 10px;vertical-align: top;overflow: hidden;\"><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;flex: 0 0 auto;align-self: stretch;min-width: 10%;height: auto;background-color: rgb(254, 227, 229);box-shadow: rgb(0, 0, 0) 0px 0px 0px;\">\n<section style=\"margin-right: 0%;margin-left: 0%;\" powered-by=\"xiumi.us\">\n<section style=\"color: rgb(84, 54, 54);padding-right: 10px;padding-left: 10px;text-align: justify;font-size: 17px;letter-spacing: 3px;\">\n<p><strong>\u591a\u4e2a\u4e00\u5143\u5206\u5e03<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: top;width: auto;flex: 0 0 0%;align-self: stretch;height: auto;background-position: 0% 0%;background-repeat: repeat-y;background-size: 100%;background-attachment: scroll;background-image: url("https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/2wJ7bWfS0QsYVfHxvfibr9TVPg4je22t3cHFo8Iq1AbTyWoMEa9rUQibFxpnh1QKibOdmGxWuusAPTklVancTyTRA\/640?wx_fmt=png");\">\n<section style=\"\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 5px;height: 10px;vertical-align: top;overflow: hidden;\"><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<p powered-by=\"xiumi.us\"><span style=\"color: rgb(110, 75, 36);\"><strong>\u6309\u7167\u4e0a\u8ff0\u65b9\u6cd5\u5448\u73b0\u4e3a\uff1a<\/strong><\/span><\/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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\">p <- ggplot(midwest, aes(<\/span><\/code><code><span class=\"code-snippet_outer\">  x = area)) <\/span><\/code><code><span class=\"code-snippet_outer\">p + geom_histogram(mapping = aes(fill = state))<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.8544378698224852\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/6_NEu0ue1ibibyWX8SOqdNJtrTjrpzEg.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/2wJ7bWfS0QsYVfHxvfibr9TVPg4je22t38OXmbM4JHH89ZD4VzQkBxTHuv9NEu0ue1ibibyWX8SOqdNJtrTjrpzEg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"845\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p>\u4f46\u662f\u901a\u8fc7\u4e0a\u8ff0\u56fe\u53ef\u4ee5\u53d1\u73b0\uff0c\u5448\u73b0\u7684\u65b9\u5f0f\u5e76\u4e0d\u597d\uff0c\u5bf9\u4e8e\u91cd\u53e0\u7684\u90e8\u5206\u4e0d\u53cb\u597d\uff0c\u5c24\u5176\u662f\u4e0a\u8fb9\u5176\u4ed6\u5927\u6d32\u7684\u67f1\u5b50\u3002\u90a3\u6709\u4ec0\u4e48\u66f4\u597d\u7684\u5448\u73b0\u65b9\u5f0f\u561b\uff5e<br \/><\/p>\n<p><br \/><\/p>\n<\/section>\n<section style=\"margin: 10px 0%;text-align: left;justify-content: flex-start;display: flex;flex-flow: row;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: auto;vertical-align: top;border-left: 5px solid rgb(242, 203, 203);border-bottom-left-radius: 0px;padding-left: 9px;min-width: 10%;flex: 0 0 auto;height: auto;align-self: flex-start;\">\n<section style=\"margin: 2px 0%;\" powered-by=\"xiumi.us\">\n<section style=\"color: rgb(110, 75, 36);line-height: 1.3;text-align: justify;letter-spacing: 1px;\">\n<p><strong>\u9996\u5148\uff0c\u53ef\u4ee5\u7528\u6298\u7ebf\u56fe\u7684\u65b9\u5f0f\uff0c\u989c\u8272\u4ee3\u8868\u4e0d\u540c\u7684\u6298\u7ebf<\/strong><\/p>\n<\/section>\n<\/section>\n<\/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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\">p + geom_freqpoly(mapping = aes(color = state))<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.8673835125448028\" data-s=\"300,640\" src=\"\u56fe\u7247\/\u751f\u4fe1\u679c_2023-08-17_\u300c\u8f6c\u300d\u4e09\u5206\u949f\u7406\u6e05\u7528\u4ec0\u4e48\u56fe\u5448\u73b0\u8fde\u7eed\u53d8\u91cf\u6570\u636e\/7_a2yUUrrvCohLkDdwpVjwCnOKm6zzQA.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/2wJ7bWfS0QsYVfHxvfibr9TVPg4je22t3jayj7HdVkOh9MfyS4moxTLNiaia2yUUrrvCohLkDdwpVjwCnOKm6zzQA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"837\" style=\"vertical-align: middle;width: 100%;\" \/><\/section>\n<\/section>\n<p powered-by=\"xiumi.us\"><br \/><\/p>\n<section style=\"margin: 10px 0%;text-align: left;justify-content: flex-start;display: flex;flex-flow: row;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: auto;vertical-align: top;border-left: 5px solid rgb(242, 203, 203);border-bottom-left-radius: 0px;padding-left: 9px;min-width: 10%;flex: 0 0 auto;height: auto;align-self: flex-start;\">\n<section style=\"margin: 2px 0%;\" powered-by=\"xiumi.us\">\n<section style=\"color: rgb(110, 75, 36);line-height: 1.3;text-align: justify;letter-spacing: 1px;\">\n<p><strong>\u5176\u6b21\uff0c\u4e0a\u8ff0\u63d0\u5230\u7684\u6838\u5fc3\u5bc6\u5ea6\u56fe\u4e5f\u662f\u53ef\u4ee5\u7684\uff0c\u5e76\u4e14\u6dfb\u52a0\u4e86\u586b\u5145\u7684\u989c\u8272\uff0c\u8fd9\u6837\u662f\u4e0d\u662f\u66f4\u52a0\u5bb9\u6613\u770b\u4e86\u5462\uff5e<\/strong><\/p>\n<\/section>\n<\/section>\n<\/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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\">ggplot(midwest, aes(<\/span><\/code><code><span class=\"code-snippet_outer\">  x = area, color = state, fill = state)) +<\/span><\/code><code><span class=\"code-snippet_outer\">  geom_density(alpha = <span class=\"code-snippet__number\">0.4<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.8631813125695217\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/8_6bTWcWvIJZa3WYfZ6Of2nWZhcIrvpA.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/2wJ7bWfS0QsYVfHxvfibr9TVPg4je22t3FqmVEhKmWfVickVRf4lzczqWn6bTWcWvIJZa3WYfZ6Of2nWZhcIrvpA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"899\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<p powered-by=\"xiumi.us\"><br \/><\/p>\n<section style=\"margin: 10px 0%;text-align: left;justify-content: flex-start;display: flex;flex-flow: row;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: auto;vertical-align: top;border-left: 5px solid rgb(242, 203, 203);border-bottom-left-radius: 0px;padding-left: 9px;min-width: 10%;flex: 0 0 auto;height: auto;align-self: flex-start;\">\n<section style=\"margin: 2px 0%;\" powered-by=\"xiumi.us\">\n<section style=\"color: rgb(110, 75, 36);line-height: 1.3;text-align: justify;letter-spacing: 1px;\">\n<p><strong>\u6700\u540e\uff0c\u53ef\u4ee5\u6bcf\u4e2a\u6d32\u505a\u4e00\u4e2a\u5206\u9762\u5c31\u53ef\u4ee5\u5566\uff5e<\/strong><\/p>\n<\/section>\n<\/section>\n<\/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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\">ggplot(midwest, aes(<\/span><\/code><code><span class=\"code-snippet_outer\">  x = area)) +<\/span><\/code><code><span class=\"code-snippet_outer\">  geom_histogram() +<\/span><\/code><code><span class=\"code-snippet_outer\">  facet_wrap(~ state)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.8612334801762115\" data-s=\"300,640\" src=\"\u56fe\u7247\/\u751f\u4fe1\u679c_2023-08-17_\u300c\u8f6c\u300d\u4e09\u5206\u949f\u7406\u6e05\u7528\u4ec0\u4e48\u56fe\u5448\u73b0\u8fde\u7eed\u53d8\u91cf\u6570\u636e\/9_cyiaLWpS4ck8iaD9ytH3EL1VibNVGw.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/2wJ7bWfS0QsYVfHxvfibr9TVPg4je22t3ibq5uIGdEhsdCicVXQAfgHu4N1JAucyiaLWpS4ck8iaD9ytH3EL1VibNVGw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"908\" style=\"vertical-align: middle;width: 100%;\" \/><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p>\u8fd9\u6837\uff0c\u6211\u4eec\u9047\u5230\u8fd9\u79cd\u7c7b\u578b\u7684\u6570\u636e\u5c31\u4e0d\u4e3a\u505a\u4ec0\u4e48\u56fe\u800c\u56f0\u6270\u4e86\uff5e<br \/><\/p>\n<p><br \/><\/p>\n<\/section>\n<p powered-by=\"xiumi.us\">\u5982\u679c\u9700\u8981\u540c\u65f6\u8868\u73b0\u591a\u4e2a\u5206\u5e03\uff0c \u4e0a\u9762\u7ed9\u51fa\u4e86\u540c\u65f6\u7ed8\u5236\u591a\u6761\u5bc6\u5ea6\u66f2\u7ebf\u7684\u65b9\u6cd5\uff0c \u4f46\u662f\u8fd9\u4e3b\u8981\u6bd4\u8f83\u5206\u5e03\u5f62\u72b6\uff0c \u800c\u4e0d\u80fd\u6bd4\u8f83\u5206\u5e03\u7684\u4e3b\u8981\u6570\u5b57\u7279\u5f81\u3002\u76d2\u5f62\u56fe\u3001\u5c0f\u63d0\u7434\u56fe\u7b49\u6bd4\u8f83\u9002\u5408\u540c\u65f6\u8868\u73b0\u548c\u6bd4\u8f83\u591a\u4e2a\u5206\u5e03\u3002<\/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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\">ggplot(midwest, aes(x = state, y = area)) +<\/span><\/code><code><span class=\"code-snippet_outer\">  geom_boxplot()<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.8577680525164114\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/10_lmb3ib9icyPJV6nicUicdibk73aeNw.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/2wJ7bWfS0QsYVfHxvfibr9TVPg4je22t3RVOPzAkF8pXdQKDLlxz3wTpEn3GSclmb3ib9icyPJV6nicUicdibk73aeNw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"914\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<p powered-by=\"xiumi.us\"><br \/><\/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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\">ggplot(midwest, aes(x = state, y = area)) +<\/span><\/code><code><span class=\"code-snippet_outer\">  geom_boxplot()+  coord_flip() <\/span><\/code><code><span class=\"code-snippet_outer\">#coord_flip()\u53cd\u8f6c\u56fe\u5f62<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.859375\" data-s=\"300,640\" src=\"\u56fe\u7247\/\u751f\u4fe1\u679c_2023-08-17_\u300c\u8f6c\u300d\u4e09\u5206\u949f\u7406\u6e05\u7528\u4ec0\u4e48\u56fe\u5448\u73b0\u8fde\u7eed\u53d8\u91cf\u6570\u636e\/11_G2sibhTcY0YyM07Gzc0TibdH20nv8g.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/2wJ7bWfS0QsYVfHxvfibr9TVPg4je22t37cjXjdoe8FkWlLibDClXB0FdvUzG2sibhTcY0YyM07Gzc0TibdH20nv8g\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"896\" style=\"vertical-align: middle;width: 100%;\" \/><\/section>\n<\/section>\n<p powered-by=\"xiumi.us\"><br \/><\/p>\n<p powered-by=\"xiumi.us\">\u6216\u8005\u5c0f\u63d0\u7434\u4e5f\u662f\u4e00\u6837<\/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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\">ggplot(midwest, aes(x = state, y = area)) +<\/span><\/code><code><span class=\"code-snippet_outer\">  geom_violin() +<\/span><\/code><code><span class=\"code-snippet_outer\">  theme_minimal()<\/span><\/code><code><span class=\"code-snippet_outer\">#<\/span><\/code><\/pre>\n<\/section>\n<p powered-by=\"xiumi.us\">\u76f8\u6bd4\u4e8e\u7bb1\u7ebf\u56fe\uff0c\u5c0f\u63d0\u7434\u56fe\u66f4\u80fd\u4f53\u73b0\u6570\u636e\u7684\u5206\u5e03\u7279\u5f81\uff5e<br \/><\/p>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.8347826086956521\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/12_XpcY0jsYoXzmCCGkfMJ7gsHRDWY2RQ.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/2wJ7bWfS0QsYVfHxvfibr9TVPg4je22t3FpJicib5bSdZHb2SAhicr3MbCZGXpcY0jsYoXzmCCGkfMJ7gsHRDWY2RQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"920\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<p powered-by=\"xiumi.us\"><br \/><\/p>\n<section style=\"text-align: left;justify-content: flex-start;display: flex;flex-flow: row;margin-bottom: 10px;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 100%;vertical-align: top;align-self: flex-start;flex: 0 0 auto;border-style: solid;border-width: 1px;border-color: rgb(176, 176, 176);padding: 7px;\">\n<section style=\"justify-content: flex-start;display: flex;flex-flow: row;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 100%;vertical-align: top;align-self: flex-start;flex: 0 0 auto;background-color: rgba(249, 238, 237, 0.5);padding: 18px;\">\n<section style=\"\" powered-by=\"xiumi.us\">\n<section style=\"text-align: justify;font-size: 14px;\">\n<p>\u8fd9\u7bc7\u6587\u7ae0\u53ea\u662f\u4e3a\u7406\u6e05\u7528\u4ec0\u4e48\u56fe\u5448\u73b0\u8fde\u7eed\u53d8\u91cf\u6570\u636e\uff0c\u4f46\u662f\u5bf9\u4e8e\u4f5c\u56fe\u7684\u65b9\u5f0f\u7b80\u5355\u7c97\u66b4\u4e86\u4e9b\uff0c\u5982\u679c\u4f60\u4f5c\u56fe\u6709\u56f0\u96be\u53ef\u4ee5\u4f7f\u7528http:\/\/www.biocloudservice.com\/home.html<\/p>\n<p>\u4eca\u5929\u7684\u5206\u60f3\u5c31\u5230\u8fd9\u91cc\u5566\uff0c\u5c0f\u4f19\u4f34\u4eec\u5982\u679c\u6709\u4ec0\u4e48\u95ee\u9898\u5c31\u548c\u5c0f\u56fe\u8ba8\u8bba\u5427\u3002<\/p>\n<p><br \/><\/p>\n<p>\u6b22\u8fce\u4f7f\u7528\uff1a\u4e91\u751f\u4fe1\u5e73\u53f0 ( http:\/\/www.biocloudservice.com\/home.html)<\/p>\n<\/section>\n<\/section>\n<section style=\"transform: scale(0.5);transform-origin: center center;margin-top: -65px;margin-bottom: -65px;\" powered-by=\"xiumi.us\">\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"1\" data-s=\"300,640\" src=\"\u56fe\u7247\/\u751f\u4fe1\u679c_2023-08-17_\u300c\u8f6c\u300d\u4e09\u5206\u949f\u7406\u6e05\u7528\u4ec0\u4e48\u56fe\u5448\u73b0\u8fde\u7eed\u53d8\u91cf\u6570\u636e\/13_wYiaRVicQ7mFIFaSUHvkTFD7OibrBQ.jpg\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_jpg\/2wJ7bWfS0QsYVfHxvfibr9TVPg4je22t3ZPicSu6dicMQGZRtowOTS7EicCsJwvwYiaRVicQ7mFIFaSUHvkTFD7OibrBQ\/640?wx_fmt=jpeg'\" data-type=\"jpeg\" data-w=\"258\" style=\"vertical-align: middle;width: 100%;\" \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"min-height: 40px;margin: 10px 0%;\" powered-by=\"xiumi.us\">\n<section style=\"width: 100%;margin-right: auto;margin-bottom: -10px;margin-left: auto;\">\n<table width=\"100%\">\n<tbody>\n<tr opera-tn-ra-comp=\"_$.pages:0.layers:0.comps:53.classicTable1:0\" powered-by=\"xiumi.us\">\n<td colspan=\"1\" rowspan=\"1\" opera-tn-ra-cell=\"_$.pages:0.layers:0.comps:53.classicTable1:0.td@@0\" style=\"border-color: rgb(62, 62, 62);border-style: none;background-color: rgb(249, 174, 165);padding: 10px 0px;\" width=\"96.3700%\">\n<section style=\"line-height: 1;text-align: center;font-size: 17px;color: rgb(255, 255, 255);letter-spacing: 5px;\" powered-by=\"xiumi.us\">\n<p><strong>\u5f80\u671f\u63a8\u8350<\/strong><\/p>\n<\/section>\n<\/td>\n<\/tr>\n<tr opera-tn-ra-comp=\"_$.pages:0.layers:0.comps:53.classicTable1:1\" powered-by=\"xiumi.us\">\n<td colspan=\"1\" rowspan=\"1\" opera-tn-ra-cell=\"_$.pages:0.layers:0.comps:53.classicTable1:1.td@@0\" style=\"border-top: 0px none rgb(62, 62, 62);border-right: 0px none rgb(62, 62, 62);border-left: 0px none rgb(62, 62, 62);border-bottom-color: rgb(202, 198, 198);border-bottom-style: dashed;background-color: rgb(247, 247, 247);padding-right: 5px;padding-left: 5px;\" width=\"96.3700%\">\n<section style=\"text-align: center;justify-content: center;display: flex;flex-flow: row;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 100%;vertical-align: middle;border-width: 0px;align-self: center;flex: 0 0 auto;\">\n<p powered-by=\"xiumi.us\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzkxODUxNDgzNA==&mid=2247484216&idx=1&sn=a0667398ef93c51a6ff9a112dcd5389d&chksm=c1b17ec5f6c6f7d37b14763e4091fc45ac51692d923adacfc4382dde8b6604e3b0b7940e4440&scene=21#wechat_redirect\" textvalue=\"\u7528ggplot2\u4e00\u5206\u949f\u7ed8\u5236\u597d\u770b\u7684\u6c14\u6ce1\u56fe\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener\">\u7528ggplot2\u4e00\u5206\u949f\u7ed8\u5236\u597d\u770b\u7684\u6c14\u6ce1\u56fe<\/a><\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr opera-tn-ra-comp=\"_$.pages:0.layers:0.comps:53.classicTable1:2\" powered-by=\"xiumi.us\">\n<td colspan=\"1\" rowspan=\"1\" opera-tn-ra-cell=\"_$.pages:0.layers:0.comps:53.classicTable1:2.td@@0\" style=\"border-top: 0px none rgb(62, 62, 62);border-right: 0px none rgb(62, 62, 62);border-left: 0px none rgb(62, 62, 62);border-bottom-color: rgb(202, 198, 198);border-bottom-style: dashed;background-color: rgb(247, 247, 247);padding-right: 5px;padding-left: 5px;\" width=\"96.3700%\">\n<section style=\"text-align: center;justify-content: center;display: flex;flex-flow: row;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 100%;vertical-align: middle;border-width: 0px;align-self: center;flex: 0 0 auto;\">\n<p powered-by=\"xiumi.us\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzkxODUxNDgzNA==&mid=2247484217&idx=1&sn=62510b4fd7bfb2ad30dd5c4cda29f221&chksm=c1b17ec4f6c6f7d23a553830d8cfab5e1cb6dad243398ea0122a70165048163916d2e2b7429f&scene=21#wechat_redirect\" textvalue=\"\u5206\u5b50\u53ef\u89c6\u5316\u5de5\u5177Pymol\u901f\u901a\u6307\u5357\uff08\u4e00\uff09\" 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