{"id":1443,"date":"2023-07-26T09:19:55","date_gmt":"2023-07-26T09:19:55","guid":{"rendered":"https:\/\/statorials.org\/cn\/r%e4%b8%ad%e7%9a%84%e5%8a%a8%e6%80%81%e4%ba%a4%e5%8f%89%e8%a1%a8\/"},"modified":"2023-07-26T09:19:55","modified_gmt":"2023-07-26T09:19:55","slug":"r%e4%b8%ad%e7%9a%84%e5%8a%a8%e6%80%81%e4%ba%a4%e5%8f%89%e8%a1%a8","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/r%e4%b8%ad%e7%9a%84%e5%8a%a8%e6%80%81%e4%ba%a4%e5%8f%89%e8%a1%a8\/","title":{"rendered":"\u5982\u4f55\u5728 r \u4e2d\u5feb\u901f\u521b\u5efa\u6570\u636e\u900f\u89c6\u8868"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u5728 Excel \u4e2d\uff0c<strong>\u6570\u636e\u900f\u89c6\u8868<\/strong>\u63d0\u4f9b\u4e86\u4e00\u79cd\u5bf9\u6570\u636e\u8fdb\u884c\u5206\u7ec4\u548c\u6c47\u603b\u7684\u7b80\u5355\u65b9\u6cd5\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f8b\u5982\uff0c\u5982\u679c\u6211\u4eec\u5728Excel\u4e2d\u6709\u4ee5\u4e0b\u6570\u636e\u96c6\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u6570\u636e\u900f\u89c6\u8868\u6765\u5feb\u901f\u6c47\u603b\u6309\u5730\u533a\u7684\u603b\u9500\u552e\u989d\uff1a<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14260 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pivot1.png\" alt=\"\" width=\"495\" height=\"365\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u8fd9\u544a\u8bc9\u6211\u4eec\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">A\u533a\u603b\u9500\u552e\u989d51<\/span><\/li>\n<li> <span style=\"color: #000000;\">B\u533a\u603b\u9500\u552e\u989d85<\/span><\/li>\n<li> <span style=\"color: #000000;\">C\u533a\u5b9e\u73b0\u603b\u9500\u91cf140<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6216\u8005\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u53e6\u4e00\u4e2a\u6307\u6807\u6765\u603b\u7ed3\uff0c\u4f8b\u5982\u6309\u5730\u533a\u7684\u5e73\u5747\u9500\u552e\u989d\uff1a<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14261 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pivot2.png\" alt=\"\" width=\"497\" height=\"372\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u4e8b\u5b9e\u8bc1\u660e\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<a href=\"https:\/\/dplyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">dplyr<\/a>\u5305\u4e2d\u7684<strong>group_by()<\/strong>\u548c<strong>summary()<\/strong>\u51fd\u6570\u5728 R \u4e2d\u5feb\u901f\u521b\u5efa\u7c7b\u4f3c\u7684\u6570\u636e\u900f\u89c6\u8868\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u5982\u4f55\u6267\u884c\u6b64\u64cd\u4f5c\u7684\u51e0\u4e2a\u793a\u4f8b\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b\uff1a\u5728 R \u4e2d\u521b\u5efa\u6570\u636e\u900f\u89c6\u8868<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u9996\u5148\uff0c\u8ba9\u6211\u4eec\u5728 R \u4e2d\u521b\u5efa\u4e0e\u4e4b\u524d Excel \u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u6570\u636e\u96c6\u76f8\u540c\u7684\u6570\u636e\u96c6\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame<\/span>\ndf &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (region=c('A', 'A', 'A', 'B', 'B', 'B', 'C', 'C', 'C', 'C'),\n                 device=c('X', 'X', 'Y', 'X', 'Y', 'Y', 'X', 'X', 'Y', 'Y'),\n                 sales=c(12, 18, 21, 22, 34, 29, 38, 36, 34, 32))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n   region device sales\n1AX 12\n2AX18\n3 AY 21\n4 BX22\n5 BY 34\n6 BY 29\n7 CX 38\n8CX36\n9 CY 34\n10 CY 32\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u52a0\u8f7d dplyr \u5305\u5e76\u4f7f\u7528<strong>group_by()<\/strong>\u548c<strong>summary()<\/strong>\u51fd\u6570\u6309\u533a\u57df\u8fdb\u884c\u5206\u7ec4\u5e76\u6c42\u6309\u533a\u57df\u7684\u9500\u552e\u989d\u603b\u548c\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #107d3f;\"><span style=\"color: #993300;\">library<\/span> <span style=\"color: #000000;\">(dplyr)<\/span>\n<\/span><\/span>\n<span style=\"color: #008080;\">#find sum of sales by region<\/span>\ndf %&gt;%\n  <span style=\"color: #3366ff;\">group_by<\/span> (region) %&gt;% \n  <span style=\"color: #3366ff;\">summarize<\/span> (sum_sales = <span style=\"color: #008000;\">sum<\/span> (sales))\n\n# A tibble: 3 x 2\n  region sum_sales\n        \n1 to 51\n2 B 85\n3 C 140<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u8fd9\u4e9b\u6570\u5b57\u4e0e Excel \u4ecb\u7ecd\u6027\u793a\u4f8b\u4e2d\u663e\u793a\u7684\u6570\u5b57\u76f8\u5339\u914d\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u8fd8\u53ef\u4ee5\u6309\u5730\u533a\u8ba1\u7b97\u5e73\u5747\u9500\u552e\u989d\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#find average sales by region<\/span>\ndf %&gt;%\n  <span style=\"color: #3366ff;\">group_by<\/span> (region) %&gt;% \n  <span style=\"color: #3366ff;\">summarize<\/span> (mean_sales = <span style=\"color: #008000;\">mean<\/span> (sales))\n\n# A tibble: 3 x 2\n  region mean_sales\n        \n1 to 17  \n2 B 28.3\n3 C 35<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u540c\u6837\uff0c\u8fd9\u4e9b\u6570\u5b57\u4e0e\u524d\u9762\u7684 Excel \u793a\u4f8b\u4e2d\u663e\u793a\u7684\u6570\u5b57\u76f8\u5339\u914d\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0c\u6211\u4eec\u8fd8\u53ef\u4ee5\u6309\u591a\u4e2a\u53d8\u91cf\u8fdb\u884c\u5206\u7ec4\u3002\u4f8b\u5982\uff0c\u6211\u4eec\u53ef\u4ee5\u627e\u5230\u6309\u5730\u533a<em>\u548c<\/em>\u8bbe\u5907\u7c7b\u578b\u5206\u7ec4\u7684\u9500\u552e\u989d\u603b\u548c\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#find sum of sales by region and device type<\/span>\ndf %&gt;%\n  <span style=\"color: #3366ff;\">group_by<\/span> (region, device) %&gt;% \n  <span style=\"color: #3366ff;\">summarize<\/span> (sum_sales = <span style=\"color: #008000;\">sum<\/span> (sales))\n\n# A tibble: 6 x 3\n# Groups: region [3]\n  region device sum_sales\n          \n1AX30\n2 AY 21\n3 BX22\n4 BY 63\n5 CX 74\n6 CY 66<\/strong><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h3>\n<p><a href=\"https:\/\/statorials.org\/cn\/r-\u4e2d\u7684-vlookup\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728R\u4e2d\u8fdb\u884cVLOOKUP\uff08\u7c7b\u4f3c\u4e8eExcel\uff09<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u7ec4\u6062\u590d\u6570\u636er\/\" target=\"_blank\" rel=\"noopener\">\u5b8c\u6574\u6307\u5357\uff1a\u5982\u4f55\u5728 R \u4e2d\u5bf9\u6570\u636e\u8fdb\u884c\u5206\u7ec4\u548c\u6c47\u603b<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728 Excel \u4e2d\uff0c\u6570\u636e\u900f\u89c6\u8868\u63d0\u4f9b\u4e86\u4e00\u79cd\u5bf9\u6570\u636e\u8fdb\u884c\u5206\u7ec4\u548c\u6c47\u603b\u7684\u7b80\u5355\u65b9\u6cd5\u3002 \u4f8b\u5982\uff0c\u5982\u679c\u6211\u4eec\u5728Excel\u4e2d\u6709\u4ee5\u4e0b\u6570 [&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-1443","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- 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