{"id":1106,"date":"2023-07-27T15:50:37","date_gmt":"2023-07-27T15:50:37","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e5%9c%a8r%e4%b8%ad%e7%bb%98%e5%88%b6%e6%97%b6%e9%97%b4%e5%ba%8f%e5%88%97\/"},"modified":"2023-07-27T15:50:37","modified_gmt":"2023-07-27T15:50:37","slug":"%e5%9c%a8r%e4%b8%ad%e7%bb%98%e5%88%b6%e6%97%b6%e9%97%b4%e5%ba%8f%e5%88%97","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e5%9c%a8r%e4%b8%ad%e7%bb%98%e5%88%b6%e6%97%b6%e9%97%b4%e5%ba%8f%e5%88%97\/","title":{"rendered":"\u5982\u4f55\u5728 r \u4e2d\u7ed8\u5236\u65f6\u95f4\u5e8f\u5217\uff08\u9644\u793a\u4f8b\uff09"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u901a\u5e38\uff0c\u60a8\u53ef\u80fd\u5e0c\u671b\u5728 R \u4e2d\u7ed8\u5236\u65f6\u95f4\u5e8f\u5217\uff0c\u4ee5\u53ef\u89c6\u5316\u65f6\u95f4\u5e8f\u5217\u4e2d\u7684\u503c\u5982\u4f55\u968f\u65f6\u95f4\u53d8\u5316\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528<a href=\"https:\/\/ggplot2.tidyverse.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">ggplot2<\/a>\u6570\u636e\u53ef\u89c6\u5316\u5e93\u5feb\u901f\u5b8c\u6210\u6b64\u64cd\u4f5c\u3002<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>R \u4e2d\u7684\u57fa\u672c\u65f6\u95f4\u5e8f\u5217\u7ed8\u56fe<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u6211\u4eec\u5728 R \u4e2d\u6709\u4ee5\u4e0b\u6570\u636e\u96c6\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create dataset<\/span>\ndf &lt;- data.frame(date = <span style=\"color: #3366ff;\">as<\/span> . <span style=\"color: #3366ff;\">Date<\/span> (\" <span style=\"color: #008000;\">2021-01-01<\/span> \") - 0:99,\n                 sales = <span style=\"color: #3366ff;\">runif<\/span> (100, 10, 500) + <span style=\"color: #3366ff;\">seq<\/span> (50, 149)^2)\n\n<span style=\"color: #008080;\">#view first six rows\n<\/span>head(df)\n\n        dirty date\n1 2021-01-01 2845.506\n2 2020-12-31 2837.849\n3 2020-12-30 3115.517\n4 2020-12-29 2847.161\n5 2020-12-28 3374.619\n6 2020-12-27 3182.005<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u4f7f\u7528 ggplot2 \u521b\u5efa\u8be5\u6570\u636e\u96c6\u7684\u57fa\u672c\u65f6\u95f4\u5e8f\u5217\u56fe\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (ggplot2)\n\n<span style=\"color: #008080;\">#create time series plot<\/span>\np &lt;- ggplot(df, <span style=\"color: #3366ff;\">aes<\/span> (x=date, y=sales)) +\n       geom_line()\n\n<span style=\"color: #008080;\">#display time series plot<\/span>\np\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11241 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/series-temporellesr1.png\" alt=\"R \u4e2d\u7684\u57fa\u672c\u65f6\u95f4\u5e8f\u5217\u7ed8\u56fe\" width=\"610\" height=\"424\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u8bbe\u7f6e X \u8f74\u4e0a\u65e5\u671f\u7684\u683c\u5f0f<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>scale_x_date()<\/strong> *\u51fd\u6570\u6765\u683c\u5f0f\u5316\u6cbf\u7ed8\u56fex\u8f74\u663e\u793a\u7684\u65e5\u671f\u3002\u8be5\u51fd\u6570\u91c7\u7528\u4ee5\u4e0b\u53c2\u6570\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>%d\uff1a<\/strong>\u65e5\u671f\u4e3a 0 \u5230 31 \u4e4b\u95f4\u7684\u6570\u5b57<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>%a\uff1a<\/strong>\u7f29\u5199\u5de5\u4f5c\u65e5\uff08\u4f8b\u5982\u201cTue\u201d\uff09<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>%A\uff1a<\/strong>\u4e00\u5468\u4e2d\u672a\u7f29\u5199\u7684\u65e5\u671f\uff08\u4f8b\u5982\u201cTuesday\u201d\uff09<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>%m<\/strong> \uff1a0 \u5230 12 \u4e4b\u95f4\u7684\u6708\u4efd<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>%b\uff1a<\/strong>\u6708\u4efd\u7f29\u5199\uff08\u4f8b\u5982\u201cJan\u201d\uff09<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>%B\uff1a<\/strong>\u672a\u7f29\u5199\u7684\u6708\u4efd\uff08\u4f8b\u5982\u201cJanuary\u201d\uff09<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>%y\uff1a<\/strong> 2 \u4f4d\u6570\u5e74\u4efd\uff08\u4f8b\u5982\u201c21\u201d\uff09<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>%Y\uff1a<\/strong> 4 \u4f4d\u6570\u5e74\u4efd\uff08\u4f8b\u5982\u201c2021\u201d\uff09<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>%W\uff1a<\/strong>\u4e00\u5e74\u4e2d\u7684\u7b2c\u51e0\u5468\uff0c\u4ecb\u4e8e 0 \u548c 52 \u4e4b\u95f4<\/span><\/li>\n<\/ul>\n<p><em><span style=\"color: #000000;\"><strong>*<\/strong>\u4e3a\u4e86\u4f7f\u8be5\u51fd\u6570\u6b63\u5e38\u5de5\u4f5c\uff0cx \u8f74\u53d8\u91cf\u5fc5\u987b\u662f\u65e5\u671f\u53d8\u91cf\u3002\u5982\u679c\u8fd8\u6ca1\u6709\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528<strong>as.Date(<\/strong> <strong>variable_name)<\/strong>\u5feb\u901f\u5c06\u5176\u8f6c\u6362\u4e3a\u65e5\u671f\u3002<\/span><\/em><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u663e\u793a\u4e86\u5982\u4f55\u5728\u5b9e\u8df5\u4e2d\u4f7f\u7528\u8fd9\u4e9b\u683c\u5f0f\u4e4b\u4e00\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>p + <span style=\"color: #3366ff;\">scale_x_date<\/span> ( <span style=\"color: #993300;\">date_labels<\/span> = \" <span style=\"color: #008000;\">%b %Y<\/span> \")<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11242 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/series-temporellesr2.png\" alt=\"\u5728 R \u4e2d\u7ed8\u5236\u5177\u6709\u81ea\u5b9a\u4e49\u65e5\u671f\u7684\u65f6\u95f4\u5e8f\u5217\" width=\"599\" height=\"415\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u60a8\u8fd8\u53ef\u4ee5\u4f7f\u7528<strong>date_breaks<\/strong>\u53c2\u6570\u6cbf x \u8f74\u6dfb\u52a0\u66f4\u9891\u7e41\uff08\u6216\u4e0d\u9891\u7e41\uff09\u7684\u4e2d\u65ad\u3002\u4f8b\u5982\uff0c\u6211\u4eec\u53ef\u4ee5\u6cbf x \u8f74\u6bcf\u4e24\u5468\u663e\u793a\u4e00\u6b21\u65e5\u671f\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>p + <span style=\"color: #3366ff;\">scale_x_date<\/span> ( <span style=\"color: #993300;\">date_breaks<\/span> = \" <span style=\"color: #008000;\">2 week<\/span> \")<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11243 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/series-temporellesr3.png\" alt=\"R \u4e2d x \u8f74\u4e0a\u65e5\u671f\u8df3\u8dc3\u7684\u65f6\u95f4\u5e8f\u5217\" width=\"599\" height=\"413\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u8fd8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u53c2\u6570\u8f7b\u677e\u503e\u659c x \u8f74\u6807\u7b7e\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>p + <span style=\"color: #3366ff;\">theme<\/span> ( <span style=\"color: #993300;\">axis.text.x<\/span> = <span style=\"color: #3366ff;\">element_text<\/span> (angle= <span style=\"color: #008000;\">50<\/span> , hjust= <span style=\"color: #008000;\">1<\/span> ))<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11244 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/series-temporellesr4.png\" alt=\"ggplot2\u4e2d\u503e\u659cX\u8f74\u6807\u7b7e\" width=\"613\" height=\"425\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u6700\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u66f4\u6539\u4e3b\u9898\u3001\u8f74\u6807\u7b7e\u548c\u6807\u9898\uff0c\u4ee5\u4f7f\u65f6\u95f4\u5e8f\u5217\u56fe\u66f4\u5177\u89c6\u89c9\u5438\u5f15\u529b\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>p &lt;- ggplot(df, <span style=\"color: #3366ff;\">aes<\/span> (x=date, y=sales)) +\n       geom_line( <span style=\"color: #993300;\">color<\/span> =\" <span style=\"color: #008000;\">turquoise4<\/span> \") +\n       theme_minimal() + \n       labs(x=\"\", y=\" <span style=\"color: #008000;\">Sales<\/span> \", title=\" <span style=\"color: #008000;\">Total Sales (Past 100 Days)<\/span> \") +\n       theme( <span style=\"color: #993300;\">plot.title<\/span> = <span style=\"color: #3366ff;\">element_text<\/span> (hjust=0.5, size=20, face=\" <span style=\"color: #008000;\">bold<\/span> \"))\n\np<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11245 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/series-temporellesr5.png\" alt=\"R \u4e2d\u5177\u6709\u81ea\u5b9a\u4e49 ggplot \u4e3b\u9898\u7684\u65f6\u95f4\u5e8f\u5217\" width=\"602\" height=\"429\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><span style=\"color: #000000;\"><br \/><\/span><\/h3>\n<p><a href=\"https:\/\/statorials.org\/cn\/\u6700\u597d\u7684-ggplot2-\u4e3b\u9898\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6700\u4f73 ggplot2 \u4e3b\u9898\u7684\u5b8c\u6574\u6307\u5357<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/ggplot2\u6807\u9898\/\" target=\"_blank\" rel=\"noopener noreferrer\">ggplot2 \u6807\u9898\u5b8c\u6574\u6307\u5357<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u5e76\u6392\u7ed8\u5236-ggplot2\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u5982\u4f55\u5728 ggplot2 \u4e2d\u521b\u5efa\u5e76\u6392\u56fe<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u901a\u5e38\uff0c\u60a8\u53ef\u80fd\u5e0c\u671b\u5728 R \u4e2d\u7ed8\u5236\u65f6\u95f4\u5e8f\u5217\uff0c\u4ee5\u53ef\u89c6\u5316\u65f6\u95f4\u5e8f\u5217\u4e2d\u7684\u503c\u5982\u4f55\u968f\u65f6\u95f4\u53d8\u5316\u3002 \u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528ggplot [&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-1106","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5982\u4f55\u5728 R \u4e2d\u7ed8\u5236\u65f6\u95f4\u5e8f\u5217\uff08\u5e26\u6709\u793a\u4f8b\uff09- Statory<\/title>\n<meta name=\"description\" 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