{"id":2891,"date":"2023-07-20T05:42:51","date_gmt":"2023-07-20T05:42:51","guid":{"rendered":"https:\/\/statorials.org\/cn\/r-%e8%ae%a1%e7%ae%97%e6%af%8f%e7%bb%84%e7%9a%84%e5%94%af%e4%b8%80%e5%80%bc\/"},"modified":"2023-07-20T05:42:51","modified_gmt":"2023-07-20T05:42:51","slug":"r-%e8%ae%a1%e7%ae%97%e6%af%8f%e7%bb%84%e7%9a%84%e5%94%af%e4%b8%80%e5%80%bc","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/r-%e8%ae%a1%e7%ae%97%e6%af%8f%e7%bb%84%e7%9a%84%e5%94%af%e4%b8%80%e5%80%bc\/","title":{"rendered":"\u5982\u4f55\u5728r\u4e2d\u6309\u7ec4\u8ba1\u7b97\u552f\u4e00\u503c\uff08\u9644\u793a\u4f8b\uff09"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u65b9\u6cd5\u6765\u7edf\u8ba1R\u4e2d\u6bcf\u7ec4\u552f\u4e00\u503c\u7684\u6570\u91cf\uff1a<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u65b9\u6cd5\u4e00\uff1a\u4f7f\u7528Base R<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>results &lt;- aggregate(data=df, values_var~group_var, <span style=\"color: #008000;\">function<\/span> (x) <span style=\"color: #3366ff;\">length<\/span> ( <span style=\"color: #3366ff;\">unique<\/span> (x)))\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u65b9\u6cd52\uff1a\u4f7f\u7528dplyr<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (dplyr)\n\nresults &lt;- df %&gt;%\n  group_by(group_var) %&gt;%\n  summarize(count = <span style=\"color: #3366ff;\">n_distinct<\/span> (values_var))\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u65b9\u6cd53\uff1a\u4f7f\u7528data.table<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (data.table)\n\ndf &lt;- data.table(df)\nresults &lt;- df[, .(count = <span style=\"color: #3366ff;\">length<\/span> ( <span style=\"color: #3366ff;\">unique<\/span> (values_var))), by = group_var]<\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6bcf\u79cd\u65b9\u6cd5\u8fd4\u56de\u5b8c\u5168\u76f8\u540c\u7684\u7ed3\u679c\uff0c\u4f46\u5728\u5904\u7406\u5927\u578b\u6570\u636e\u5e27\u65f6\uff0c\u57fa\u672c R \u65b9\u6cd5\u5f80\u5f80\u4f1a\u660e\u663e\u53d8\u6162\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u5728\u5b9e\u8df5\u4e2d\u4f7f\u7528\u4ee5\u4e0b\u6570\u636e\u6846\u4f7f\u7528\u6bcf\u79cd\u65b9\u6cd5\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (team=c('A', 'A', 'A', 'A', 'B', 'B', 'C', 'C', 'C'),\n                 points=c(10, 10, 14, 14, 18, 19, 20, 20, 20))\n\n<span style=\"color: #008080;\">#view data frame<\/span>\ndf\n\n  team points\n1 to 10\n2 to 10\n3 to 14\n4 to 14\n5 B 18\n6 B 19\n7 C 20\n8 C 20\n9 C 20\n<\/span><\/strong><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u65b9\u6cd51\uff1a\u4f7f\u7528Base R\u6309\u7ec4\u5bf9\u552f\u4e00\u503c\u8fdb\u884c\u8ba1\u6570<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528\u57fa\u6570 R \u6765\u8ba1\u7b97\u6bcf\u4e2a\u56e2\u961f\u7684\u4e0d\u540c\u5206\u503c\u7684\u6570\u91cf\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#count unique points values by team\n<\/span>results &lt;- aggregate(data=df, points~team, <span style=\"color: #008000;\">function<\/span> (x) <span style=\"color: #3366ff;\">length<\/span> ( <span style=\"color: #3366ff;\">unique<\/span> (x)))\n\n<span style=\"color: #008080;\">#view results<\/span>\nresults\n\n  team points\n1 TO 2\n2 B 2\n3 C 1<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u4ece\u7ed3\u679c\u6211\u4eec\u53ef\u4ee5\u770b\u51fa\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">A \u961f\u6709<strong>2 \u4e2a<\/strong>\u72ec\u7279\u7684\u5206\u503c\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\">B \u961f\u6709<strong>2 \u4e2a<\/strong>\u72ec\u7279\u7684\u5206\u503c\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\">C \u961f\u6709<strong>1 \u4e2a<\/strong>\u72ec\u7279\u7684\u79ef\u5206\u503c\u3002<\/span><\/li>\n<\/ul>\n<h3><span style=\"color: #000000;\"><strong>\u65b9\u6cd52\uff1a<\/strong><\/span><span style=\"color: #000000;\"><strong>\u4f7f\u7528dplyr\u6309\u7ec4\u7edf\u8ba1\u552f\u4e00\u503c<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528 dplyr \u8ba1\u7b97\u6bcf\u4e2a\u56e2\u961f\u7684\u4e0d\u540c\u5206\u503c\u7684\u6570\u91cf\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#count unique points values by team\n<\/span>results &lt;- df %&gt;%\n  group_by(team) %&gt;%\n  summarize(count = <span style=\"color: #3366ff;\">n_distinct<\/span> (points))\n\n<span style=\"color: #008080;\">#view results\n<\/span>results\n\n# A tibble: 3 x 2\n  team count\n1 TO 2\n2 B 2\n3 C 1\n<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0c\u8fd9\u4e9b\u7ed3\u679c\u4e0e\u57fa\u672c R \u65b9\u6cd5\u7684\u7ed3\u679c\u76f8\u5339\u914d\u3002<\/span><\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u65b9\u6cd53\uff1a<\/strong><\/span><span style=\"color: #000000;\"><strong>\u4f7f\u7528data.table\u6309\u7ec4\u7edf\u8ba1\u552f\u4e00\u503c<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528data.table\u8ba1\u7b97\u6bcf\u4e2a\u56e2\u961f\u7684\u4e0d\u540c\u5206\u503c\u7684\u6570\u91cf\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (data.table)\n\n<span style=\"color: #008080;\">#convert data frame to data table\n<\/span>df &lt;- data.table(df)\n\n<span style=\"color: #008080;\">#count unique points values by team \n<\/span>results &lt;- df[, .(count = <span style=\"color: #3366ff;\">length<\/span> ( <span style=\"color: #3366ff;\">unique<\/span> (points))), by = team]\n\n<span style=\"color: #008080;\">#view results\n<\/span>results\n\n   team count\n1 TO 2\n2:B2\n3: C 1\n<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0c\u8fd9\u4e9b\u7ed3\u679c\u4e0e\u524d\u4e24\u79cd\u65b9\u6cd5\u7684\u7ed3\u679c\u76f8\u5339\u914d\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\u4f7f\u7528 dplyr \u6267\u884c\u5176\u4ed6\u5e38\u89c1\u64cd\u4f5c\uff1a<\/span><\/p>\n<p><a href=\"https:\/\/statorials.org\/cn\/\u91cd\u65b0\u7f16\u7801-dplyr\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u4f7f\u7528 dplyr \u5bf9\u503c\u91cd\u65b0\u7f16\u7801<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/dplyr-\u5c06-na-\u66ff\u6362\u4e3a\u96f6\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 dplyr \u4e2d\u7528\u96f6\u66ff\u6362 NA<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/dplyr-\u6309\u7ec4\u5206\u7c7b\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u4f7f\u7528 dplyr \u6309\u7ec4\u5bf9\u53d8\u91cf\u8fdb\u884c\u6392\u5e8f<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u9009\u62e9-dplyr-\u7ec4\u7684\u7b2c\u4e00\u884c\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u4f7f\u7528 dplyr \u6309\u7ec4\u9009\u62e9\u7b2c\u4e00\u884c<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u65b9\u6cd5\u6765\u7edf\u8ba1R\u4e2d\u6bcf\u7ec4\u552f\u4e00\u503c\u7684\u6570\u91cf\uff1a \u65b9\u6cd5\u4e00\uff1a\u4f7f\u7528Base R results &lt;- aggr [&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-2891","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\/ 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