{"id":2990,"date":"2023-07-19T17:49:20","date_gmt":"2023-07-19T17:49:20","guid":{"rendered":"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e3%83%8f%e3%82%9a%e3%83%bc%e3%82%bb%e3%83%b3%e3%82%bf%e3%82%a4%e3%83%ab%e9%a0%86%e4%bd%8d\/"},"modified":"2023-07-19T17:49:20","modified_gmt":"2023-07-19T17:49:20","slug":"r-%e3%81%ae%e3%83%8f%e3%82%9a%e3%83%bc%e3%82%bb%e3%83%b3%e3%82%bf%e3%82%a4%e3%83%ab%e9%a0%86%e4%bd%8d","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e3%83%8f%e3%82%9a%e3%83%bc%e3%82%bb%e3%83%b3%e3%82%bf%e3%82%a4%e3%83%ab%e9%a0%86%e4%bd%8d\/","title":{"rendered":"R \u3067\u306e\u30d1\u30fc\u30bb\u30f3\u30bf\u30a4\u30eb \u30e9\u30f3\u30af\u306e\u8a08\u7b97\u65b9\u6cd5 (2 \u3064\u306e\u4f8b)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u5024\u306e<strong>\u30d1\u30fc\u30bb\u30f3\u30bf\u30a4\u30eb \u30e9\u30f3\u30af\u306f\u3001<\/strong>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u30e9\u30f3\u30af\u304c\u6307\u5b9a\u3055\u308c\u305f\u5024\u4ee5\u4e0b\u3067\u3042\u308b\u5024\u306e\u5272\u5408\u3092\u793a\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u65b9\u6cd5\u3092\u4f7f\u7528\u3057\u3066\u3001R \u306e\u30d1\u30fc\u30bb\u30f3\u30bf\u30a4\u30eb \u30e9\u30f3\u30af\u3092\u8a08\u7b97\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u65b9\u6cd5 1: \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30d1\u30fc\u30bb\u30f3\u30bf\u30a4\u30eb \u30e9\u30f3\u30ad\u30f3\u30b0\u3092\u8a08\u7b97\u3059\u308b<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (dplyr)\n\ndf %&gt;%\n  mutate(percent_rank = rank(x)\/length(x))\n<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u65b9\u6cd5 2: \u30b0\u30eb\u30fc\u30d7\u3054\u3068\u306e\u30d1\u30fc\u30bb\u30f3\u30bf\u30a4\u30eb \u30e9\u30f3\u30ad\u30f3\u30b0\u3092\u8a08\u7b97\u3059\u308b<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><b><span style=\"color: #008000;\">library<\/span> (dplyr)\n\ndf %&gt;%\n  group_by(group_var) %&gt;%\n  mutate(percent_rank = rank(x)\/length(x))\n<\/b><\/span><\/pre>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u4f8b\u306f\u3001\u6b21\u306e\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u3067\u5404\u30e1\u30bd\u30c3\u30c9\u3092\u5b9f\u969b\u306b\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><b><span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (team=rep(c('A', 'B'), each= <span style=\"color: #008000;\">7<\/span> ),\n                 points=c(2, 5, 5, 7, 9, 13, 15, 17, 22, 24, 30, 31, 38, 39))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n   team points\n1 TO 2\n2 to 5\n3 to 5\n4 to 7\n5 to 9\n6 to 13\n7 to 15\n8 B 17\n9 B 22\n10 B 24\n11 B 30\n12 B 31\n13 B 38\n14 B 39<\/b><\/span><\/pre>\n<h3><strong><span style=\"color: #000000;\">\u4f8b 1: \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30d1\u30fc\u30bb\u30f3\u30bf\u30a4\u30eb \u30e9\u30f3\u30ad\u30f3\u30b0\u3092\u8a08\u7b97\u3059\u308b<\/span><\/strong><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001R \u306e<a href=\"https:\/\/dplyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">dplyr<\/a>\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u30dd\u30a4\u30f3\u30c8\u5217\u306e\u5404\u5024\u306e\u30d1\u30fc\u30bb\u30f3\u30bf\u30a4\u30eb \u30e9\u30f3\u30af\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (dplyr)<\/span>\n\n#calculate percentile rank of points values\n<\/span>df %&gt;%\n  mutate(percent_rank = rank(points)\/length(points))\n\n   team points percent_rank\n1 to 2 0.07142857\n2 to 5 0.17857143\n3 to 5 0.17857143\n4 A 7 0.28571429\n5 A 9 0.35714286\n6 A 13 0.42857143\n7 A 15 0.50000000\n8 B 17 0.57142857\n9 B 22 0.64285714\n10 B 24 0.71428571\n11 B 30 0.78571429\n12 B 31 0.85714286\n13 B 38 0.92857143\n14 B 39 1.00000000<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\">\u3053\u3053\u3067\u306f\u3001 <strong>percent_rank<\/strong>\u5217\u306e\u5024\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u307e\u3059\u3002<\/span><\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u30dd\u30a4\u30f3\u30c8\u5024\u306e<strong>7.14%<\/strong>\u304c2\u4ee5\u4e0b\u3067\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u30dd\u30a4\u30f3\u30c8\u5024\u306e<strong>17.86%<\/strong>\u304c 5 \u4ee5\u4e0b\u3067\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u30dd\u30a4\u30f3\u30c8\u5024\u306e<strong>28.57%<\/strong>\u304c 7 \u4ee5\u4e0b\u3067\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u7b49\u3005\u3002<\/span><\/p>\n<h3><strong><span style=\"color: #000000;\">\u4f8b 2: \u30b0\u30eb\u30fc\u30d7\u3054\u3068\u306e\u30d1\u30fc\u30bb\u30f3\u30bf\u30a4\u30eb \u30e9\u30f3\u30ad\u30f3\u30b0\u3092\u8a08\u7b97\u3059\u308b<\/span><\/strong><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001R \u306e<a href=\"https:\/\/dplyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">dplyr<\/a>\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c1\u30fc\u30e0\u3054\u3068\u306b\u30b0\u30eb\u30fc\u30d7\u5316\u3055\u308c\u305f\u30dd\u30a4\u30f3\u30c8\u5217\u306e\u5404\u5024\u306e\u30d1\u30fc\u30bb\u30f3\u30bf\u30a4\u30eb \u30e9\u30f3\u30af\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (dplyr)\n<\/span>\n#calculate percentile rank of points values grouped by team\n<\/span>df %&gt;%\n  group_by(team) %&gt;%\n  mutate(percent_rank = rank(points)\/length(points))\n\n# A tibble: 14 x 3\n# Groups: team [2]\n   team points percent_rank\n             \n 1 to 2 0.143\n 2 to 5 0.357\n 3 to 5 0.357\n 4 to 7 0.571\n 5 to 9 0.714\n 6 to 13 0.857\n 7 to 15 1    \n 8 B 17 0.143\n 9 B 22 0.286\n10 B 24 0.429\n11 B 30 0.571\n12 B 31 0.714\n13 B 38 0.857\n14 B 39 1<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\">\u3053\u3053\u3067\u306f\u3001 <strong>percent_rank<\/strong>\u5217\u306e\u5024\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u30c1\u30fc\u30e0A\u306e\u30dd\u30a4\u30f3\u30c8\u5024\u306e<strong>14.3%<\/strong>\u306f2\u4ee5\u4e0b\u3067\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u30c1\u30fc\u30e0A\u306e\u30dd\u30a4\u30f3\u30c8\u5024\u306e<strong>35.7%<\/strong>\u306f5\u4ee5\u4e0b\u3067\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u30c1\u30fc\u30e0A\u306e\u30dd\u30a4\u30f3\u30c8\u5024\u306e<strong>57.1%<\/strong>\u306f7\u4ee5\u4e0b\u3067\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u7b49\u3005\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u8ffd\u52a0\u30ea\u30bd\u30fc\u30b9<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R \u3067\u4ed6\u306e\u4e00\u822c\u7684\u306a\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ja\/r-\u306e\u30cf\u309a\u30fc\u30bb\u30f3\u30bf\u30a4\u30eb\/\" target=\"_blank\" rel=\"noopener\">R \u3067\u30d1\u30fc\u30bb\u30f3\u30bf\u30a4\u30eb\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/r-\u306e\u56db\u5206\u4f4d\u6570\/\" target=\"_blank\" rel=\"noopener\">R \u3067\u56db\u5206\u4f4d\u6570\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u30af\u3099\u30eb\u30fc\u30d5\u309a\u3053\u3099\u3068\u306e-r-\u5206\u4f4d\u6570\/\" target=\"_blank\" rel=\"noopener\">R \u3067\u30b0\u30eb\u30fc\u30d7\u3054\u3068\u306b\u5206\u4f4d\u6570\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5024\u306e\u30d1\u30fc\u30bb\u30f3\u30bf\u30a4\u30eb \u30e9\u30f3\u30af\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u30e9\u30f3\u30af\u304c\u6307\u5b9a\u3055\u308c\u305f\u5024\u4ee5\u4e0b\u3067\u3042\u308b\u5024\u306e\u5272\u5408\u3092\u793a\u3057\u307e\u3059\u3002 \u6b21\u306e\u65b9\u6cd5\u3092\u4f7f\u7528\u3057\u3066\u3001R \u306e\u30d1\u30fc\u30bb\u30f3\u30bf\u30a4\u30eb \u30e9\u30f3\u30af\u3092\u8a08\u7b97\u3067\u304d\u307e\u3059\u3002 \u65b9\u6cd5 1: \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30d1\u30fc\u30bb\u30f3\u30bf\u30a4\u30eb \u30e9\u30f3\u30ad\u30f3\u30b0\u3092\u8a08 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-2990","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>R \u3067\u30d1\u30fc\u30bb\u30f3\u30bf\u30a4\u30eb \u30e9\u30f3\u30af\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5 (2 \u3064\u306e\u4f8b) - \u7d71\u8a08<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R \u306e\u5024\u306e\u30d1\u30fc\u30bb\u30f3\u30bf\u30a4\u30eb \u30e9\u30f3\u30af\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\u3092\u3044\u304f\u3064\u304b\u306e\u4f8b\u3068\u3068\u3082\u306b\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, 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