{"id":965,"date":"2023-07-28T03:59:32","date_gmt":"2023-07-28T03:59:32","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e3%82%af%e3%83%a9%e3%82%b9%e3%82%bf%e3%83%bc%e3%82%b5%e3%83%b3%e3%83%95%e3%82%9a%e3%83%aa%e3%83%b3%e3%82%af%e3%82%99r\/"},"modified":"2023-07-28T03:59:32","modified_gmt":"2023-07-28T03:59:32","slug":"%e3%82%af%e3%83%a9%e3%82%b9%e3%82%bf%e3%83%bc%e3%82%b5%e3%83%b3%e3%83%95%e3%82%9a%e3%83%aa%e3%83%b3%e3%82%af%e3%82%99r","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e3%82%af%e3%83%a9%e3%82%b9%e3%82%bf%e3%83%bc%e3%82%b5%e3%83%b3%e3%83%95%e3%82%9a%e3%83%aa%e3%83%b3%e3%82%af%e3%82%99r\/","title":{"rendered":"R \u3067\u306e\u30af\u30e9\u30b9\u30bf\u30fc \u30b5\u30f3\u30d7\u30ea\u30f3\u30b0: \u4f8b\u4ed8\u304d"},"content":{"rendered":"<p><\/p>\n<hr>\n<p>\u7814\u7a76\u8005\u306f\u591a\u304f\u306e\u5834\u5408\u3001\u6bcd\u96c6\u56e3\u304b\u3089<a href=\"https:\/\/statorials.org\/ja\/\u30b5\u30f3\u30d5\u309a\u30ea\u30f3\u30af\u3099\u65b9\u6cd5\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30b5\u30f3\u30d7\u30eb<\/a><span style=\"color: #000000;\">\u3092\u63a1\u53d6\u3057<\/span><span style=\"color: #000000;\">\u3001\u305d\u306e\u30b5\u30f3\u30d7\u30eb\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u6bcd\u96c6\u56e3\u5168\u4f53\u306b\u3064\u3044\u3066\u306e\u7d50\u8ad6\u3092\u5c0e\u304d\u51fa\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u308b\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u65b9\u6cd5\u306f<strong>\u30af\u30e9\u30b9\u30bf\u30fc \u30b5\u30f3\u30d7\u30ea\u30f3\u30b0<\/strong>\u3067\u3059\u3002\u3053\u306e\u65b9\u6cd5\u3067\u306f\u3001\u6bcd\u96c6\u56e3\u304c\u30af\u30e9\u30b9\u30bf\u30fc\u306b\u5206\u5272\u3055\u308c\u3001<em>\u7279\u5b9a\u306e<\/em>\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u3059\u3079\u3066\u306e\u30e1\u30f3\u30d0\u30fc\u304c\u30b5\u30f3\u30d7\u30eb\u306b\u542b\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u9078\u629e\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R \u3067\u30af\u30e9\u30b9\u30bf\u30fc \u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<h2><strong>\u4f8b: R \u3067\u306e\u30af\u30e9\u30b9\u30bf\u30fc \u30b5\u30f3\u30d7\u30ea\u30f3\u30b0<\/strong><\/h2>\n<p><span style=\"color: #000000;\">\u5e02\u5185\u30c4\u30a2\u30fc\u3092\u63d0\u4f9b\u3059\u308b\u4f1a\u793e\u304c\u9867\u5ba2\u3092\u8abf\u67fb\u3057\u305f\u3044\u3068\u3057\u307e\u3059\u3002 1 \u65e5\u306b\u63d0\u4f9b\u3059\u308b 10 \u4ef6\u306e\u30c4\u30a2\u30fc\u306e\u4e2d\u304b\u3089 4 \u4ef6\u3092\u30e9\u30f3\u30c0\u30e0\u306b\u9078\u629e\u3057\u3001\u5404\u9867\u5ba2\u306b\u4f53\u9a13\u3092 1 \u304b\u3089 10 \u306e\u30b9\u30b1\u30fc\u30eb\u3067\u8a55\u4fa1\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001R \u3067\u64cd\u4f5c\u3059\u308b\u507d\u306e\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#make this example reproducible\n<span style=\"color: #000000;\">set.seed(1)<\/span>\n<\/span>\n<span style=\"color: #008080;\">#create data frame<\/span>\ndf &lt;- data.frame(tour = rep(1:10, each=20),\n                 experience = rnorm(200, mean=7, sd=1))\n\n<span style=\"color: #008080;\">#view first six rows of data frame<\/span>\nhead(df)\n\n  tour experience\n1 1 6.373546\n2 1 7.183643\n3 1 6.164371\n4 1 8.595281\n5 1 7.329508\n6 1 6.179532\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u30014 \u3064\u306e\u8a2a\u554f\u3092\u30e9\u30f3\u30c0\u30e0\u306b\u9078\u629e\u3057\u3001\u305d\u308c\u3089\u306e\u8a2a\u554f\u306e\u5404\u30e1\u30f3\u30d0\u30fc\u3092\u30b5\u30f3\u30d7\u30eb\u306b\u542b\u3081\u308b\u3053\u3068\u3067\u9867\u5ba2\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u53d6\u5f97\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#randomly choose 4 tour groups out of the 10<\/span>\nclusters &lt;- sample( <span style=\"color: #3366ff;\">unique<\/span> (df$tour), size=4, replace= <span style=\"color: #008000;\">F<\/span> )\n\n<span style=\"color: #008080;\">#define sample as all members who belong to one of the 4 tour groups<\/span>\ncluster_sample &lt;- df[df$tour <span style=\"color: #3366ff;\">%in%<\/span> clusters, ]\n\n<span style=\"color: #008080;\">#view how many customers came from each tour<\/span>\ntable(cluster_sample$tour)\n\n 2 7 8 10 \n20 20 20 20 \n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u7d50\u679c\u304b\u3089\u6b21\u306e\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u30b5\u30f3\u30d7\u30eb\u306b\u306f\u3001\u89b3\u5149\u5ba2\u30b0\u30eb\u30fc\u30d7 #2 \u306e 20 \u4eba\u306e\u9867\u5ba2\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3057\u305f\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u30b5\u30f3\u30d7\u30eb\u306b\u306f\u30c4\u30a2\u30fc \u30b0\u30eb\u30fc\u30d7 #7 \u306e 20 \u4eba\u306e\u9867\u5ba2\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3057\u305f\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u30c4\u30a2\u30fc\u30b0\u30eb\u30fc\u30d7 #8 \u306e 20 \u4eba\u306e\u9867\u5ba2\u304c\u30b5\u30f3\u30d7\u30eb\u306b\u542b\u307e\u308c\u3066\u3044\u307e\u3057\u305f\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u30b5\u30f3\u30d7\u30eb\u306b\u306f\u30c4\u30a2\u30fc \u30b0\u30eb\u30fc\u30d7 #10 \u306e 20 \u4eba\u306e\u9867\u5ba2\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3057\u305f\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u3057\u305f\u304c\u3063\u3066\u3001\u3053\u306e\u30b5\u30f3\u30d7\u30eb\u306f 4 \u3064\u306e\u7570\u306a\u308b\u89b3\u5149\u30b0\u30eb\u30fc\u30d7\u306e\u5408\u8a08 80 \u4eba\u306e\u9867\u5ba2\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u95a2\u9023:<\/strong> <a href=\"https:\/\/statorials.org\/ja\/r-\u306e-in-\u6f14\u7b97\u5b50\/\" target=\"_blank\" rel=\"noopener noreferrer\">R \u3067 %in% \u6f14\u7b97\u5b50\u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5<\/a><\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u8ffd\u52a0\u30ea\u30bd\u30fc\u30b9<\/strong><\/span><\/h3>\n<p><a href=\"https:\/\/statorials.org\/ja\/\u30b5\u30f3\u30d5\u309a\u30ea\u30f3\u30af\u3099\u65b9\u6cd5\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u65b9\u6cd5\u3092\u7406\u89e3\u3059\u308b<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u5c64\u5316\u30b5\u30f3\u30d5\u309a\u30ea\u30f3\u30af\u3099r\/\">R \u3067\u306e\u5c64\u5225\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u7cfb\u7d71\u7684\u30b5\u30f3\u30d5\u309a\u30ea\u30f3\u30af\u3099r\/\">R \u3067\u306e\u4f53\u7cfb\u7684\u306a\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7814\u7a76\u8005\u306f\u591a\u304f\u306e\u5834\u5408\u3001\u6bcd\u96c6\u56e3\u304b\u3089\u30b5\u30f3\u30d7\u30eb\u3092\u63a1\u53d6\u3057\u3001\u305d\u306e\u30b5\u30f3\u30d7\u30eb\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u6bcd\u96c6\u56e3\u5168\u4f53\u306b\u3064\u3044\u3066\u306e\u7d50\u8ad6\u3092\u5c0e\u304d\u51fa\u3057\u307e\u3059\u3002 \u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u308b\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u65b9\u6cd5\u306f\u30af\u30e9\u30b9\u30bf\u30fc \u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3067\u3059\u3002\u3053\u306e\u65b9\u6cd5\u3067\u306f\u3001\u6bcd\u96c6\u56e3\u304c\u30af\u30e9\u30b9\u30bf\u30fc\u306b [&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-965","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\u306e\u30af\u30e9\u30b9\u30bf\u30fc \u30b5\u30f3\u30d7\u30ea\u30f3\u30b0 (\u4f8b\u3042\u308a) - \u7d71\u8a08\u5b66<\/title>\n<meta name=\"description\" content=\"R\u3067\u30af\u30e9\u30b9\u30bf\u30fc\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u65b9\u6cd5\u3092\u7c21\u5358\u306b\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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