{"id":2914,"date":"2023-07-20T03:12:14","date_gmt":"2023-07-20T03:12:14","guid":{"rendered":"https:\/\/statorials.org\/cn\/r%e4%b8%ad%e7%9a%84%e6%a8%a1%e7%b3%8a%e5%8c%b9%e9%85%8d\/"},"modified":"2023-07-20T03:12:14","modified_gmt":"2023-07-20T03:12:14","slug":"r%e4%b8%ad%e7%9a%84%e6%a8%a1%e7%b3%8a%e5%8c%b9%e9%85%8d","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/r%e4%b8%ad%e7%9a%84%e6%a8%a1%e7%b3%8a%e5%8c%b9%e9%85%8d\/","title":{"rendered":"\u5982\u4f55\u5728 r \u4e2d\u6267\u884c\u6a21\u7cca\u5339\u914d\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\u6839\u636e\u4e0d\u5b8c\u5168\u5339\u914d\u7684\u5b57\u7b26\u4e32\u5728 R \u4e2d\u8fde\u63a5\u4e24\u7ec4\u6570\u636e\u3002\u8fd9\u6709\u65f6\u79f0\u4e3a<strong>\u6a21\u7cca\u5339\u914d<\/strong>\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5728 R \u4e2d\u6267\u884c\u6a21\u7cca\u5339\u914d\u7684\u6700\u7b80\u5355\u65b9\u6cd5\u662f\u4f7f\u7528<strong>fuzzyjoin<\/strong>\u5305\u4e2d\u7684<strong>stringdist_join()<\/strong>\u51fd\u6570\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e0b\u9762\u7684\u4f8b\u5b50\u5c55\u793a\u4e86\u5982\u4f55\u5728\u5b9e\u9645\u4e2d\u4f7f\u7528\u8fd9\u4e2a\u529f\u80fd\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b\uff1aR \u4e2d\u7684\u6a21\u7cca\u5339\u914d<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\">\u5047\u8bbe\u6211\u4eec\u5728 R \u4e2d\u6709\u4ee5\u4e0b\u4e24\u4e2a\u6570\u636e\u6846\uff0c\u5176\u4e2d\u5305\u542b\u6709\u5173\u5404\u4e2a\u7bee\u7403\u961f\u7684\u4fe1\u606f\uff1a<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frames<\/span>\ndf1 &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (team=c('Mavericks', 'Nets', 'Warriors', 'Heat', 'Lakers'),\n                  points=c(99, 90, 104, 117, 100))\ndf2 &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (team=c('Mavricks', 'Warrors', 'Heat', 'Netts', 'Kings', 'Lakes'),\n                  assists=c(22, 29, 17, 40, 32, 30))\n\n<span style=\"color: #008080;\">#view data frames\n<\/span><span style=\"color: #008000;\">print<\/span> (df1)\n\n       team points\n1 Mavericks 99\n2 Nets 90\n3 Warriors 104\n4 Heat 117\n5 Lakers 100\n\n<span style=\"color: #008000;\">print<\/span> (df2)\n\n      team assists\n1 Mavricks 22\n2 Warriors 29\n3 Heat 17\n4 Netts 40\n5 Kings 32\n6 Lakes 30\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u73b0\u5728\uff0c\u5047\u8bbe\u6211\u4eec\u60f3\u8981\u8fdb\u884c<strong>\u5de6\u8fde\u63a5<\/strong>\uff0c\u4fdd\u7559\u7b2c\u4e00\u4e2a\u6570\u636e\u5e27\u4e2d\u7684\u6240\u6709\u884c\uff0c\u5e76\u6839\u636e\u7b2c\u4e8c\u4e2a\u6570\u636e\u5e27\u4e2d\u6700\u5339\u914d\u7684\u56e2\u961f\u540d\u79f0\u7b80\u5355\u5730\u5408\u5e76\u5b83\u4eec\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u4ee3\u7801\u6765\u505a\u5230\u8fd9\u4e00\u70b9\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (fuzzyjoin)\n<span style=\"color: #008000;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#perform fuzzy matching left join\n<\/span>stringdist_join(df1, df2, \n                by=' <span style=\"color: #ff0000;\">team<\/span> ', <span style=\"color: #008080;\">#match based on team<\/span>\n                mode=' <span style=\"color: #ff0000;\">left<\/span> ', <span style=\"color: #008080;\">#use left join<\/span>\n                method = \" <span style=\"color: #ff0000;\">jw<\/span> \", <span style=\"color: #008080;\">#use jw distance metric<\/span>\n                max_dist=99, \n                distance_col=' <span style=\"color: #ff0000;\">dist<\/span> ') %&gt;%\n  group_by(team.x) %&gt;%\n  slice_min(order_by=dist, n= <span style=\"color: #008000;\">1<\/span> )\n\n# A tibble: 5 x 5\n# Groups: team.x [5]\n  team.x points team.y assists dist\n                 \n1 Heat 117 Heat 17 0     \n2 Lakers 100 Lakes 30 0.0556\n3 Mavericks 99 Mavricks 22 0.0370\n4 Nets 90 Nets 40 0.0667\n5 Warriors 104 Warriors 29 0.0417\n<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\">\u7ed3\u679c\u662f\u4e00\u4e2a\u6570\u636e\u5e27\uff0c\u5176\u4e2d\u5305\u542b\u7b2c\u4e00\u4e2a\u6570\u636e\u5e27\u4e2d\u7684\u539f\u59cb\u4e94\u4e2a\u56e2\u961f\u540d\u79f0\u4e2d\u7684\u6bcf\u4e00\u4e2a\u4ee5\u53ca\u4e0e\u7b2c\u4e8c\u4e2a\u6570\u636e\u5e27\u6700\u5339\u914d\u7684\u56e2\u961f\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6ce8\u610f#1<\/strong> \uff1a\u6211\u4eec\u9009\u62e9\u4f7f\u7528<strong>jw<\/strong>\u8ddd\u79bb\u5ea6\u91cf\u8fdb\u884c\u5339\u914d\u3002\u8fd9\u662f<a href=\"https:\/\/en.wikipedia.org\/wiki\/Jaro%E2%80%93Winkler_distance\" target=\"_blank\" rel=\"noopener\">Jaro-Winkler distance<\/a>\u7684\u7f29\u5199\uff0c\u5b83\u662f\u8861\u91cf\u4e24\u4e2a\u5b57\u7b26\u4e32\u4e4b\u95f4\u5dee\u5f02\u7684\u5ea6\u91cf\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6ce8\u610f#2\uff1a<\/strong>\u6211\u4eec\u4f7f\u7528 dplyr \u5305\u4e2d\u7684<strong>slice_min()<\/strong>\u51fd\u6570\u4ec5\u663e\u793a\u7b2c\u4e8c\u4e2a\u6570\u636e\u5e27\u4e2d\u4e0e\u7b2c\u4e00\u4e2a\u6570\u636e\u5e27\u4e2d\u7684\u56e2\u961f\u540d\u79f0\u6700\u5339\u914d\u7684\u56e2\u961f\u540d\u79f0\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\u6267\u884c\u5176\u4ed6\u5e38\u89c1\u4efb\u52a1\uff1a<\/span><\/p>\n<p><a href=\"https:\/\/statorials.org\/cn\/\u5728r\u4e2d\u5408\u5e76\u591a\u4e2a\u6570\u636e\u6846\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728R\u4e2d\u5408\u5e76\u591a\u4e2a\u6570\u636e\u6846<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/r-\u5408\u5e76\u591a\u5217\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728R\u4e2d\u57fa\u4e8e\u591a\u5217\u5408\u5e76\u6570\u636e\u6846<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u901a\u5e38\uff0c\u60a8\u53ef\u80fd\u5e0c\u671b\u6839\u636e\u4e0d\u5b8c\u5168\u5339\u914d\u7684\u5b57\u7b26\u4e32\u5728 R \u4e2d\u8fde\u63a5\u4e24\u7ec4\u6570\u636e\u3002\u8fd9\u6709\u65f6\u79f0\u4e3a\u6a21\u7cca\u5339\u914d\u3002 \u5728 R \u4e2d\u6267\u884c\u6a21\u7cca\u5339\u914d\u7684\u6700 [&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-2914","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 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