{"id":949,"date":"2023-07-28T05:30:58","date_gmt":"2023-07-28T05:30:58","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e8%bf%9e%e6%8e%a5%e5%a4%9a%e4%b8%aa-dplyr-%e6%95%b0%e6%8d%ae%e5%b8%a7\/"},"modified":"2023-07-28T05:30:58","modified_gmt":"2023-07-28T05:30:58","slug":"%e8%bf%9e%e6%8e%a5%e5%a4%9a%e4%b8%aa-dplyr-%e6%95%b0%e6%8d%ae%e5%b8%a7","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e8%bf%9e%e6%8e%a5%e5%a4%9a%e4%b8%aa-dplyr-%e6%95%b0%e6%8d%ae%e5%b8%a7\/","title":{"rendered":"\u5982\u4f55\u4f7f\u7528 dplyr \u8fde\u63a5\u591a\u4e2a\u6570\u636e\u6846"},"content":{"rendered":"<p><\/p>\n<hr>\n<p>\u901a\u5e38\uff0c\u60a8\u53ef\u80fd\u5bf9\u5728 R \u4e2d\u8fde\u63a5\u591a\u4e2a\u6570\u636e\u5e27\u611f\u5174\u8da3\u3002\u5e78\u8fd0\u7684\u662f\uff0c\u4f7f\u7528<span style=\"color: #000000;\"><a href=\"https:\/\/dplyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">dplyr<\/a>\u5305\u4e2d\u7684<\/span><span style=\"color: #000000;\"><a href=\"https:\/\/dplyr.tidyverse.org\/reference\/mutate-joins.html\" target=\"_blank\" rel=\"noopener noreferrer\">left_join()<\/a>\u51fd\u6570\u53ef\u4ee5\u8f7b\u677e\u505a\u5230\u8fd9\u4e00\u70b9<\/span>\u3002<\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>library(dplyr)<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u4f8b\u5982\uff0c\u5047\u8bbe\u6211\u4eec\u6709\u4ee5\u4e0b\u4e09\u4e2a\u6570\u636e\u6846\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame<\/span>\ndf1 &lt;- data.frame(a = c('a', 'b', 'c', 'd', 'e', 'f'),\n                  b = c(12, 14, 14, 18, 22, 23))\n\ndf2 &lt;- data.frame(a = c('a', 'a', 'a', 'b', 'b', 'b'),\n                  c = c(23, 24, 33, 34, 37, 41))\n\ndf3 &lt;- data.frame(a = c('d', 'e', 'f', 'g', 'h', 'i'),\n                  d = c(23, 24, 33, 34, 37, 41))\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u8981\u5c06\u4e09\u4e2a\u6570\u636e\u5e27\u8fde\u63a5\u5728\u4e00\u8d77\uff0c\u6211\u4eec\u53ef\u4ee5\u7b80\u5355\u5730\u6267\u884c\u4e24\u4e2a\u5de6\u8fde\u63a5\uff0c\u4e00\u4e2a\u63a5\u4e00\u4e2a\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#join the three data frames<\/span>\ndf1 %&gt;%\n    <span style=\"color: #3366ff;\">left_join<\/span> (df2, by='a') %&gt;%\n    <span style=\"color: #3366ff;\">left_join<\/span> (df3, by='a')\n\n   abcd\n1 to 12 23 NA\n2 to 12 24 NA\n3 to 12 33 NA\n4 b 14 34 NA\n5 b 14 37 NA\n6 b 14 41 NA\n7 c 14 NA NA\n8 d 18 NA 23\n9th 22 NA 24\n10 f 23 NA 33\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0c\u60a8\u8fd8\u53ef\u4ee5\u5c06\u6b64\u8fde\u63a5\u7684\u7ed3\u679c\u4fdd\u5b58\u4e3a\u6570\u636e\u6846\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#join the three data frames and save result as new data frame named all_data<\/span>\nall_data &lt;- df1 %&gt;%\n              <span style=\"color: #3366ff;\">left_join<\/span> (df2, by='a') %&gt;%\n              <span style=\"color: #3366ff;\">left_join<\/span> (df3, by='a')\n\n<span style=\"color: #008080;\">#view summary of resulting data frame\n<\/span>glimpse(all_data)\n\nComments: 10\nVariables: 4\n$ a &lt;chr&gt; \"a\", \"a\", \"a\", \"b\", \"b\", \"b\", \"c\", \"d\", \"e\", \"f\"\n$b&lt;dbl&gt; 12, 12, 12, 14, 14, 14, 14, 18, 22, 23\n$ c &lt;dbl&gt; 23, 24, 33, 34, 37, 41, NA, NA, NA, NA\n$ d &lt;dbl&gt; NA, NA, NA, NA, NA, NA, NA, 23, 24, 33\n<\/strong><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h3>\n<p><a href=\"https:\/\/statorials.org\/cn\/\u8fc7\u6ee4\u884c-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u5982\u4f55\u5728 R \u4e2d\u8fc7\u6ee4\u884c<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u7edf\u8ba1\u5b66\u4ee5\u7b80\u5355\u76f4\u63a5\u7684\u65b9\u5f0f\u89e3\u91ca\u6982\u5ff5\uff0c\u6211\u4eec\u4f7f\u5b66\u4e60\u7edf\u8ba1\u53d8\u5f97\u66f4\u5bb9\u6613\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u5982\u4f55\u5220\u9664R\u4e2d\u7684\u91cd\u590d\u884c<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u7ec4\u6062\u590d\u6570\u636er\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u5982\u4f55\u5728 R \u4e2d\u5bf9\u6570\u636e\u8fdb\u884c\u5206\u7ec4\u548c\u6c47\u603b<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u901a\u5e38\uff0c\u60a8\u53ef\u80fd\u5bf9\u5728 R \u4e2d\u8fde\u63a5\u591a\u4e2a\u6570\u636e\u5e27\u611f\u5174\u8da3\u3002\u5e78\u8fd0\u7684\u662f\uff0c\u4f7f\u7528dplyr\u5305\u4e2d\u7684left_join()\u51fd\u6570\u53ef\u4ee5\u8f7b\u677e [&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-949","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\u4f7f\u7528 dplyr \u8fde\u63a5\u591a\u4e2a\u6570\u636e\u6846 - Statorials<\/title>\n<meta name=\"description\" content=\"\u5173\u4e8e\u5982\u4f55\u4f7f\u7528 dplyr \u5728 R \u4e2d\u8fde\u63a5\u591a\u4e2a\u6570\u636e\u5e27\u7684\u7b80\u5355\u8bf4\u660e\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/cn\/\u8fde\u63a5\u591a\u4e2a-dplyr-\u6570\u636e\u5e27\/\" \/>\n<meta property=\"og:locale\" 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