{"id":2803,"date":"2023-07-20T15:27:27","date_gmt":"2023-07-20T15:27:27","guid":{"rendered":"https:\/\/statorials.org\/cn\/r-%e9%92%bb%e7%9f%b3%e6%95%b0%e6%8d%ae%e9%9b%86\/"},"modified":"2023-07-20T15:27:27","modified_gmt":"2023-07-20T15:27:27","slug":"r-%e9%92%bb%e7%9f%b3%e6%95%b0%e6%8d%ae%e9%9b%86","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/r-%e9%92%bb%e7%9f%b3%e6%95%b0%e6%8d%ae%e9%9b%86\/","title":{"rendered":"R \u4e2d\u94bb\u77f3\u6570\u636e\u96c6\u7684\u5b8c\u6574\u6307\u5357"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><b>\u94bb\u77f3<\/b>\u6570\u636e\u96c6\u662f R \u4e2d<a href=\"https:\/\/ggplot2.tidyverse.org\/reference\/\" target=\"_blank\" rel=\"noopener\">ggplot2<\/a>\u5305\u4e2d\u5185\u7f6e\u7684\u6570\u636e\u96c6\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5b83\u5305\u542b 53,940 \u9897\u4e0d\u540c\u94bb\u77f3\u7684 10 \u4e2a\u4e0d\u540c\u53d8\u91cf\uff08\u5982\u4ef7\u683c\u3001\u989c\u8272\u3001\u51c0\u5ea6\u7b49\uff09\u7684\u6d4b\u91cf\u7ed3\u679c\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u5728 R \u4e2d\u63a2\u7d22\u3001\u603b\u7ed3\u548c\u53ef\u89c6\u5316<strong>\u94bb\u77f3<\/strong>\u6570\u636e\u96c6\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u52a0\u8f7d\u94bb\u77f3\u6570\u636e\u96c6<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u7531\u4e8e<b>\u94bb\u77f3<\/b>\u6570\u636e\u96c6\u662f ggplot2 \u4e2d\u7684\u5185\u7f6e\u6570\u636e\u96c6\uff0c\u56e0\u6b64\u6211\u4eec\u9996\u5148\u9700\u8981\u5b89\u88c5\uff08\u5982\u679c\u5c1a\u672a\u5b89\u88c5\uff09\u5e76\u52a0\u8f7d ggplot2 \u5305\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#install ggplot2 if not already installed<\/span>\ninstall. <span style=\"color: #3366ff;\">packages<\/span> (' <span style=\"color: #ff0000;\">ggplot2<\/span> ')<span style=\"color: #008080;\">\n\n#load ggplot2\n<span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (ggplot2)<\/span><\/span><\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\">\u52a0\u8f7d ggplot2 \u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>data()<\/strong>\u51fd\u6570\u52a0\u8f7d<strong>\u94bb\u77f3<\/strong>\u6570\u636e\u96c6\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>data(diamonds)<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>head()<\/strong>\u51fd\u6570\u67e5\u770b\u6570\u636e\u96c6\u7684\u524d\u516d\u884c\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#view first six rows of diamonds dataset<\/span>\nhead(diamonds)\n\n  carat cut color clarity depth table price xyz\n1 0.23 Ideal E SI2 61.5 55 326 3.95 3.98 2.43\n2 0.21 Premium E SI1 59.8 61 326 3.89 3.84 2.31\n3 0.23 Good E VS1 56.9 65 327 4.05 4.07 2.31\n4 0.290 Premium I VS2 62.4 58 334 4.2 4.23 2.63\n5 0.31 Good J SI2 63.3 58 335 4.34 4.35 2.75\n6 0.24 Very Good J VVS2 62.8 57 336 3.94 3.96 2.48\n<\/strong><\/span><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u603b\u7ed3\u94bb\u77f3\u6570\u636e\u96c6<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>summary()<\/strong>\u51fd\u6570\u5feb\u901f\u603b\u7ed3\u6570\u636e\u96c6\u4e2d\u7684\u6bcf\u4e2a\u53d8\u91cf\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#summarize diamonds dataset<\/span>\nsummary(diamonds)\n\n     carat cut color clarity depth      \n Min. :0.2000 Fair: 1610 D: 6775 SI1:13065 Min. :43.00  \n 1st Qu.:0.4000 Good: 4906 E: 9797 VS2:12258 1st Qu.:61.00  \n Median: 0.7000 Very Good: 12082 F: 9542 SI2: 9194 Median: 61.80  \n Mean: 0.7979 Premium: 13791 G: 11292 VS1: 8171 Mean: 61.75  \n 3rd Qu.:1.0400 Ideal:21551 H:8304 VVS2:5066 3rd Qu.:62.50  \n Max. :5.0100 I: 5422 VVS1: 3655 Max. :79.00  \n                                    D: 2808 (Other): 2531                  \n     table price xyz Min. :43.00 Min. : 326 Min. : 0.000 Min. : 0.000 Min. : 0.000  \n 1st Qu.: 56.00 1st Qu.: 950 1st Qu.: 4.710 1st Qu.: 4.720 1st Qu.: 2.910  \n Median: 57.00 Median: 2401 Median: 5.700 Median: 5.710 Median: 3.530  \n Mean: 57.46 Mean: 3933 Mean: 5.731 Mean: 5.735 Mean: 3.539  \n 3rd Qu.: 59.00 3rd Qu.: 5324 3rd Qu.: 6.540 3rd Qu.: 6.540 3rd Qu.: 4.040  \n Max. :95.00 Max. :18823 Max. :10,740 Max. :58,900 Max. :31,800<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\">\u5bf9\u4e8e\u6bcf\u4e2a\u6570\u503c\u53d8\u91cf\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u4ee5\u4e0b\u4fe1\u606f\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u6700\u5c0f\u503c<\/strong>\uff1a\u6700\u5c0f\u503c\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u7b2c\u4e00\u4e2a Qu<\/strong> \uff1a\u7b2c\u4e00\u4e2a\u56db\u5206\u4f4d\u6570\uff08\u7b2c 25 \u4e2a\u767e\u5206\u4f4d\u6570\uff09\u7684\u503c\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u4e2d\u4f4d\u6570<\/strong>\uff1a\u4e2d\u503c\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u5e73\u5747\u503c<\/strong>\uff1a\u5e73\u5747\u503c\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u7b2c\u4e09\u66f2<\/strong>\uff1a\u7b2c\u4e09\u4e2a\u56db\u5206\u4f4d\u6570\uff08\u7b2c 75 \u4e2a\u767e\u5206\u4f4d\u6570\uff09\u7684\u503c\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u6700\u5927\u503c<\/strong>\uff1a\u6700\u5927\u503c\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u5bf9\u4e8e\u6570\u636e\u96c6\u4e2d\u7684\u5206\u7c7b\u53d8\u91cf\uff08\u5207\u5de5\u3001\u989c\u8272\u548c\u51c0\u5ea6\uff09\uff0c\u6211\u4eec\u4f1a\u770b\u5230\u6bcf\u4e2a\u503c\u7684\u9891\u7387\u8ba1\u6570\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f8b\u5982\uff0c\u5bf9\u4e8e<strong>cut<\/strong>\u53d8\u91cf\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>Fair<\/strong> \uff1a\u8be5\u503c\u51fa\u73b0 1,610 \u6b21\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u597d<\/strong>\uff1a\u8be5\u503c\u51fa\u73b0 4,906 \u6b21\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u975e\u5e38\u597d<\/strong>\uff1a\u8be5\u503c\u51fa\u73b0\u4e86 12,082 \u6b21\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Premium<\/strong> \uff1a\u8be5\u503c\u51fa\u73b0 13,791 \u6b21\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u7406\u60f3<\/strong>\uff1a\u8be5\u503c\u51fa\u73b0 21,551 \u6b21\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>dim()<\/strong>\u51fd\u6570\u83b7\u53d6\u6570\u636e\u96c6\u7684\u884c\u6570\u548c\u5217\u6570\u7ef4\u5ea6\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#display rows and columns<\/span>\ndim(diamonds)\n\n[1] 53940 10\n<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u6570\u636e\u96c6\u6709<b>53,940<\/b>\u884c\u548c<strong>10<\/strong>\u5217\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u8fd8\u53ef\u4ee5\u4f7f\u7528<strong>names()<\/strong>\u51fd\u6570\u6765\u663e\u793a\u6570\u636e\u6846\u7684\u5217\u540d\u79f0\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#display column names<\/span>\nnames(diamonds)\n\n[1] \"carat\" \"cut\" \"color\" \"clarity\" \"depth\" \"table\" \"price\" \"x\"      \n[9] \u201cy\u201d \u201cz\u201d     \n<\/strong><\/span><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u53ef\u89c6\u5316\u94bb\u77f3\u6570\u636e\u96c6<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u8fd8\u53ef\u4ee5\u521b\u5efa\u7ed8\u56fe\u6765\u53ef\u89c6\u5316\u6570\u636e\u96c6\u7684\u503c\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f8b\u5982\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>geom_histogram()<\/strong>\u51fd\u6570\u521b\u5efa\u67d0\u4e2a\u53d8\u91cf\u503c\u7684\u76f4\u65b9\u56fe\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#create histogram of values for price<\/span>\nggplot(data=diamonds, <span style=\"color: #3366ff;\">aes<\/span> (x=price)) +\n  geom_histogram(fill=\" <span style=\"color: #ff0000;\">steelblue<\/span> \", color=\" <span style=\"color: #ff0000;\">black<\/span> \") +\n  ggtitle(\" <span style=\"color: #ff0000;\">Histogram of Price Values<\/span> \")\n<\/strong><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-24619 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/diamants2.jpg\" alt=\"\" width=\"566\" height=\"414\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u8fd8\u53ef\u4ee5\u4f7f\u7528<strong>geom_point()<\/strong>\u51fd\u6570\u521b\u5efa\u4efb\u610f\u53d8\u91cf\u6210\u5bf9\u7ec4\u5408\u7684\u70b9\u4e91\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#create scatterplot of carat vs. price, using cut as color variable<\/span>\nggplot(data=diamonds, <span style=\"color: #3366ff;\">aes<\/span> (x=carat, y=price, color=cut)) + \n  geom_point()\n<\/strong><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-24620 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/diamants3.jpg\" alt=\"\" width=\"593\" height=\"450\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u8fd8\u53ef\u4ee5\u4f7f\u7528<strong>geom_boxplot()<\/strong>\u51fd\u6570\u521b\u5efa\u7531\u53e6\u4e00\u4e2a\u53d8\u91cf\u5206\u7ec4\u7684\u53d8\u91cf\u7684\u7bb1\u7ebf\u56fe\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#create scatterplot of price, grouped by cut<\/span>\nggplot(data=diamonds, <span style=\"color: #3366ff;\">aes<\/span> (x=cut, y=price)) + \n  geom_boxplot(fill=\" <span style=\"color: #ff0000;\">steelblue<\/span> \")\n<\/strong><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-24621 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/diamants4.jpg\" alt=\"\" width=\"556\" height=\"421\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u4f7f\u7528\u8fd9\u4e9b ggplot2 \u51fd\u6570\uff0c\u6211\u4eec\u53ef\u4ee5\u4e86\u89e3\u6709\u5173<strong>\u94bb\u77f3<\/strong>\u6570\u636e\u96c6\u4e2d\u53d8\u91cf\u7684\u5f88\u591a\u4fe1\u606f\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u6559\u7a0b\u89e3\u91ca\u4e86\u5982\u4f55\u5728 R \u4e2d\u63a2\u7d22\u5176\u4ed6\u6570\u636e\u96c6\uff1a<br \/><\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/cn\/\u8679\u819c-r-\u6570\u636e\u96c6\/\" target=\"_blank\" rel=\"noopener\">R \u4e2d Iris \u6570\u636e\u96c6\u7684\u5b8c\u6574\u6307\u5357<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/mtcars-r-\u6570\u636e\u96c6\/\" target=\"_blank\" rel=\"noopener\">R \u4e2d mtcars \u6570\u636e\u96c6\u7684\u5b8c\u6574\u6307\u5357<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u94bb\u77f3\u6570\u636e\u96c6\u662f R \u4e2dggplot2\u5305\u4e2d\u5185\u7f6e\u7684\u6570\u636e\u96c6\u3002 \u5b83\u5305\u542b 53,940 \u9897\u4e0d\u540c\u94bb\u77f3\u7684 10 \u4e2a\u4e0d\u540c\u53d8\u91cf\uff08\u5982 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-2803","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>R \u4e2d\u94bb\u77f3\u6570\u636e\u96c6\u7684\u5b8c\u6574\u6307\u5357 - Statorials<\/title>\n<meta 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