{"id":2970,"date":"2023-07-19T20:47:38","date_gmt":"2023-07-19T20:47:38","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e5%b0%86pivot_longer%e8%bd%ac%e4%b8%bar\/"},"modified":"2023-07-19T20:47:38","modified_gmt":"2023-07-19T20:47:38","slug":"%e5%b0%86pivot_longer%e8%bd%ac%e4%b8%bar","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e5%b0%86pivot_longer%e8%bd%ac%e4%b8%bar\/","title":{"rendered":"\u5982\u4f55\u5728r\u4e2d\u4f7f\u7528pivot_longer()"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">R \u4e2d<a href=\"https:\/\/tidyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">Tidyr<\/a>\u5305\u7684<strong>ivot_longer()<\/strong>\u51fd\u6570\u53ef\u7528\u4e8e\u5c06\u6570\u636e\u5757\u4ece\u5bbd\u683c\u5f0f\u65cb\u8f6c\u4e3a\u957f\u683c\u5f0f\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8be5\u51fd\u6570\u4f7f\u7528\u4ee5\u4e0b\u57fa\u672c\u8bed\u6cd5\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><b><span style=\"color: #008000;\">library<\/span> (tidyr)\n\n<strong>df %&gt;% pivot_longer(cols=c(' <span style=\"color: #ff0000;\">var1<\/span> ', ' <span style=\"color: #ff0000;\">var2<\/span> ', ...),\n                    names_to=' <span style=\"color: #ff0000;\">col1_name<\/span> ',\n                    values_to=' <span style=\"color: #ff0000;\">col2_name<\/span> ')<\/strong>\n<\/b><\/span><\/pre>\n<p><span style=\"color: #000000;\">\u91d1\u5b50\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>cols<\/strong> \uff1a\u8981\u900f\u89c6\u7684\u5217\u7684\u540d\u79f0<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>names_to<\/strong> \uff1a\u65b0\u5b57\u7b26\u5217\u7684\u540d\u79f0<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>value_to<\/strong> \uff1a\u65b0\u503c\u5217\u7684\u540d\u79f0<\/span><\/li>\n<\/ul>\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<p><span style=\"color: #000000;\"><strong>\u76f8\u5173\uff1a<\/strong><a href=\"https:\/\/statorials.org\/cn\/\u957f\u6570\u636e\u4e0e\u5bbd\u6570\u636e\/\" target=\"_blank\" rel=\"noopener\">\u957f\u6570\u636e\u6216\u5bbd\u6570\u636e\uff1a\u6709\u4ec0\u4e48\u533a\u522b\uff1f<\/a><\/span><\/p>\n<h3><strong><span style=\"color: #000000;\">\u793a\u4f8b\uff1a\u5728 R \u4e2d\u4f7f\u7528ivot_longer()<\/span><\/strong><\/h3>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u6211\u4eec\u5728 R \u4e2d\u6709\u4ee5\u4e0b\u6570\u636e\u6846\uff0c\u663e\u793a\u4e0d\u540c\u5e74\u4efd\u4e0d\u540c\u7bee\u7403\u8fd0\u52a8\u5458\u7684\u5f97\u5206\u6570\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (player=c('A', 'B', 'C', 'D'),\n                 year1=c(12, 15, 19, 19),\n                 year2=c(22, 29, 18, 12))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  player year1 year2\n1 to 12 22\n2 B 15 29\n3 C 19 18\n4 D 19 12<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>pivot_longer()<\/strong>\u51fd\u6570\u5c06\u6b64\u6570\u636e\u6846\u65cb\u8f6c\u4e3a\u957f\u683c\u5f0f\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (tidyr)\n\n<span style=\"color: #008080;\">#pivot the data frame into a long format\n<\/span>df %&gt;% pivot_longer(cols=c(' <span style=\"color: #ff0000;\">year1<\/span> ', ' <span style=\"color: #ff0000;\">year2<\/span> '),\n                    names_to=' <span style=\"color: #ff0000;\">year<\/span> ',\n                    values_to=' <span style=\"color: #ff0000;\">points<\/span> ')\n\n# A tibble: 8 x 3\n  player year points\n      \n1 A year1 12\n2 A year2 22\n3 B year1 15\n4 B year2 29\n5 C year1 19\n6 C year2 18\n7 D year1 19\n8 D year2 12\n<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0c\u5217\u540d<strong>year1<\/strong>\u548c<strong>year2<\/strong>\u73b0\u5728\u7528\u4f5c\u540d\u4e3a\u201cyear\u201d\u7684\u65b0\u5217\u4e2d\u7684\u503c\uff0c\u5e76\u4e14\u8fd9\u4e9b\u539f\u59cb\u5217\u4e2d\u7684\u503c\u653e\u7f6e\u5728\u540d\u4e3a\u201cpoints\u201d\u7684\u65b0\u5217\u4e2d\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6700\u7ec8\u7ed3\u679c\u662f\u4e00\u4e2a\u957f\u6570\u636e\u5e27\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6ce8\u610f<\/strong>\uff1a\u60a8\u53ef\u4ee5<a href=\"https:\/\/tidyr.tidyverse.org\/reference\/pivot_longer.html\" target=\"_blank\" rel=\"noopener\">\u5728\u6b64\u5904<\/a>\u627e\u5230<strong>pivot_longer()<\/strong>\u51fd\u6570\u7684\u5b8c\u6574\u6587\u6863\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\u4f7f\u7528 Tidyr \u5305\u4e2d\u7684\u5176\u4ed6\u5e38\u7528\u51fd\u6570\uff1a<\/span><\/p>\n<p><a href=\"https:\/\/statorials.org\/cn\/\u67a2\u8f74_\u66f4\u5e7f\u6cdb\u7684r\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728R\u4e2d\u4f7f\u7528pivot_wider()<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/r\u4e2d\u7684\u6269\u6563\u51fd\u6570\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u4f7f\u7528R\u4e2d\u7684Spread\u51fd\u6570<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/r\u4e2d\u7684\u805a\u96c6\u51fd\u6570\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u4f7f\u7528R\u4e2d\u7684collect\u51fd\u6570<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/r\u4e2d\u7684\u72ec\u7acb\u51fd\u6570\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u4f7f\u7528\u5355\u72ec\u7684\u51fd\u6570<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/r-\u4e2d\u7684\u8054\u5408\u51fd\u6570\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u4f7f\u7528R\u4e2d\u7684Unite\u51fd\u6570<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>R \u4e2dTidyr\u5305\u7684ivot_longer()\u51fd\u6570\u53ef\u7528\u4e8e\u5c06\u6570\u636e\u5757\u4ece\u5bbd\u683c\u5f0f\u65cb\u8f6c\u4e3a\u957f\u683c\u5f0f\u3002 \u8be5\u51fd\u6570\u4f7f\u7528\u4ee5\u4e0b\u57fa\u672c\u8bed\u6cd5 [&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-2970","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site 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