{"id":3491,"date":"2023-07-17T04:45:57","date_gmt":"2023-07-17T04:45:57","guid":{"rendered":"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e7%9b%b8%e9%96%a2%e3%83%92%e3%83%bc%e3%83%88%e3%83%9e%e3%83%83%e3%83%95%e3%82%9a\/"},"modified":"2023-07-17T04:45:57","modified_gmt":"2023-07-17T04:45:57","slug":"r-%e3%81%ae%e7%9b%b8%e9%96%a2%e3%83%92%e3%83%bc%e3%83%88%e3%83%9e%e3%83%83%e3%83%95%e3%82%9a","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e7%9b%b8%e9%96%a2%e3%83%92%e3%83%bc%e3%83%88%e3%83%9e%e3%83%83%e3%83%95%e3%82%9a\/","title":{"rendered":"R \u3067\u76f8\u95a2\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5 (\u4f8b\u4ed8\u304d)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u57fa\u672c\u69cb\u6587\u3092\u4f7f\u7528\u3057\u3066\u3001R \u3067\u76f8\u95a2\u30d2\u30fc\u30c8 \u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate correlation between each pairwise combination of variables\n<\/span>cor_df &lt;- round(cor(df), 2)\n\n<span style=\"color: #008080;\">#melt the data frame\n<\/span>melted_cormat &lt;- melt(cor_df)\n\n<span style=\"color: #008080;\">#create correlation heatmap\n<\/span>ggplot(data = melted_cormat, aes(x=Var1, y=Var2, fill=value)) + \n  geom_tile() +\n  geom_text(aes(Var2, Var1, label = value), size = <span style=\"color: #008000;\">5<\/span> ) +\n  scale_fill_gradient2(low = \" <span style=\"color: #ff0000;\">blue<\/span> \", high = \" <span style=\"color: #ff0000;\">red<\/span> \",\n                       limit = c(-1,1), name=\" <span style=\"color: #ff0000;\">Correlation<\/span> \") +\n  theme(axis. <span style=\"color: #3366ff;\">title<\/span> . <span style=\"color: #3366ff;\">x<\/span> = element_blank(),\n        axis. <span style=\"color: #3366ff;\">title<\/span> . <span style=\"color: #3366ff;\">y<\/span> = element_blank(),\n        panel. <span style=\"color: #3366ff;\">background<\/span> = element_blank())\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u4f8b\u306f\u3001\u3053\u306e\u69cb\u6587\u3092\u5b9f\u969b\u306b\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u4f8b: R \u3067\u76f8\u95a2\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">R \u306b\u30018 \u4eba\u306e\u7570\u306a\u308b\u30d0\u30b9\u30b1\u30c3\u30c8\u30dc\u30fc\u30eb\u9078\u624b\u306e\u3055\u307e\u3056\u307e\u306a\u7d71\u8a08\u3092\u793a\u3059\u6b21\u306e\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u304c\u3042\u308b\u3068\u3057\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame\n<span style=\"color: #000000;\">df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (points=c(22, 25, 30, 16, 14, 18, 29, 22),\n                 assists=c(4, 4, 5, 7, 8, 6, 7, 12),\n                 rebounds=c(10, 7, 7, 6, 8, 5, 4, 3),\n                 blocks=c(12, 4, 4, 6, 5, 3, 8, 5))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  points assists rebounds blocks\n1 22 4 10 12\n2 25 4 7 4\n3 30 5 7 4\n4 16 7 6 6\n5 14 8 8 5\n6 18 6 5 3\n7 29 7 4 8\n8 22 12 3 5<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u76f8\u95a2\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3057\u3066\u3001\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u5185\u306e\u5909\u6570\u306e\u30da\u30a2\u3054\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u9593\u306e <a href=\"https:\/\/statorials.org\/ja\/\u30d2\u309a\u30a2\u30bd\u30f3\u76f8\u95a2\u4fc2\u6570-1\/\" target=\"_blank\" rel=\"noopener\">\u76f8\u95a2\u4fc2\u6570<\/a>\u3092\u8996\u899a\u5316\u3059\u308b\u3068\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\">\u76f8\u95a2\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u524d\u306b\u3001\u307e\u305a<strong>cor()<\/strong>\u3092\u4f7f\u7528\u3057\u3066\u5404\u5909\u6570\u9593\u306e\u76f8\u95a2\u4fc2\u6570\u3092\u8a08\u7b97\u3057\u3001\u6b21\u306b\u30d1\u30c3\u30b1\u30fc\u30b8\u306e<strong>Melt()<\/strong>\u95a2\u6570<strong>reshape2<\/strong>\u3092\u4f7f\u7528\u3057\u3066\u7d50\u679c\u3092\u4f7f\u7528\u53ef\u80fd\u306a\u5f62\u5f0f\u306b\u5909\u63db\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (reshape2)\n\n<span style=\"color: #008080;\">#calculate correlation coefficients, rounded to 2 decimal places\n<\/span>cor_df &lt;- round(cor(df), 2)\n\n<span style=\"color: #008080;\">#melt the data frame\n<\/span>melted_cor &lt;- melt(cor_df)\n\n<span style=\"color: #008080;\">#view head of melted data frame\n<\/span>head(melted_cor)\n\n      Var1 Var2 value\n1 points points 1.00\n2 assist points -0.27\n3 rebound points -0.16\n4 block points 0.10\n5 assist points -0.27\n6 assists assists 1.00<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6b21\u306b\u3001 <strong>ggplot2<\/strong>\u30d1\u30c3\u30b1\u30fc\u30b8\u306e<strong>geom_tile()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u76f8\u95a2\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (ggplot2)\n\n<span style=\"color: #008080;\">#create correlation heatmap\n<\/span>ggplot(data = melted_cor, aes(x=Var1, y=Var2, fill=value)) + \n  geom_tile() +\n  geom_text(aes(Var2, Var1, label = value), size = <span style=\"color: #008000;\">5<\/span> ) +\n  scale_fill_gradient2(low = \" <span style=\"color: #ff0000;\">blue<\/span> \", high = \" <span style=\"color: #ff0000;\">red<\/span> \",\n                       limit = c(-1,1), name=\" <span style=\"color: #ff0000;\">Correlation<\/span> \") +\n  theme(axis. <span style=\"color: #3366ff;\">title<\/span> . <span style=\"color: #3366ff;\">x<\/span> = element_blank(),\n        axis. <span style=\"color: #3366ff;\">title<\/span> . <span style=\"color: #3366ff;\">y<\/span> = element_blank(),\n        panel. <span style=\"color: #3366ff;\">background<\/span> = element_blank())<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-29105\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/correlationheatmap1.jpg\" alt=\"R \u306e\u76f8\u95a2\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\" width=\"584\" height=\"364\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u305d\u306e\u7d50\u679c\u3001\u5909\u6570\u306e\u30da\u30a2\u3054\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u9593\u306e\u76f8\u95a2\u4fc2\u6570\u3092\u8996\u899a\u5316\u3067\u304d\u308b\u76f8\u95a2\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u7279\u5b9a\u306e\u30d2\u30fc\u30c8 \u30de\u30c3\u30d7\u3067\u306f\u3001\u76f8\u95a2\u4fc2\u6570\u306f\u6b21\u306e\u8272\u3092\u5e2f\u3073\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>-1<\/strong>\u306b\u8fd1\u3044\u5834\u5408\u306f<strong>\u9752<\/strong><\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>0<\/strong>\u306b\u8fd1\u3044\u5834\u5408\u306f<strong>\u767d<\/strong><\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>1<\/strong>\u306b\u8fd1\u3044\u5834\u5408\u306f<strong>\u8d64<\/strong><\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><strong>scale_fill_gradient2()<\/strong>\u95a2\u6570\u306e<strong>low<\/strong>\u5f15\u6570\u3068<strong>high<\/strong>\u5f15\u6570\u306b\u306f\u3001\u4efb\u610f\u306e\u8272\u3092\u81ea\u7531\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u305f\u3068\u3048\u3070\u3001\u4f4e\u3044\u5024\u306b\u306f\u300c\u8d64\u300d\u3092\u4f7f\u7528\u3057\u3001\u9ad8\u3044\u5024\u306b\u306f\u300c\u7dd1\u300d\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (ggplot2)\n\n<span style=\"color: #008080;\">#create correlation heatmap\n<\/span>ggplot(data = melted_cor, aes(x=Var1, y=Var2, fill=value)) + \n  geom_tile() +\n  geom_text(aes(Var2, Var1, label = value), size = <span style=\"color: #008000;\">5<\/span> ) +\n  scale_fill_gradient2(low = \" <span style=\"color: #ff0000;\">red<\/span> \", high = \" <span style=\"color: #ff0000;\">green<\/span> \",\n                       limit = c(-1,1), name=\" <span style=\"color: #ff0000;\">Correlation<\/span> \") +\n  theme(axis. <span style=\"color: #3366ff;\">title<\/span> . <span style=\"color: #3366ff;\">x<\/span> = element_blank(),\n        axis. <span style=\"color: #3366ff;\">title<\/span> . <span style=\"color: #3366ff;\">y<\/span> = element_blank(),\n        panel. <span style=\"color: #3366ff;\">background<\/span> = element_blank())<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-29106\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/correlationheatmap2.jpg\" alt=\"\u30ab\u30b9\u30bf\u30e0\u30ab\u30e9\u30fc\u3092\u4f7f\u7528\u3057\u305fR\u306e\u76f8\u95a2\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\" width=\"571\" height=\"359\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6ce8<\/strong>: \u76f8\u95a2\u30d2\u30fc\u30c8 \u30de\u30c3\u30d7\u306e\u6b63\u78ba\u306a\u8272\u3092\u3055\u3089\u306b\u8a73\u7d30\u306b\u5236\u5fa1\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u4f7f\u7528\u3059\u308b 16 \u9032\u6570\u306e\u30ab\u30e9\u30fc \u30b3\u30fc\u30c9\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u8ffd\u52a0\u30ea\u30bd\u30fc\u30b9<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001ggplot2 \u3067\u4ed6\u306e\u4e00\u822c\u7684\u306a\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ja\/\u8ef8\u30e9\u30d8\u3099\u30eb\u3092\u56de\u8ee2\u3055\u305b\u308b-ggplot2\/\" target=\"_blank\" rel=\"noopener\">ggplot2 \u3067\u8ef8\u30e9\u30d9\u30eb\u3092\u56de\u8ee2\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/ggplot\u8ef8\u304b\u3099\u30b7\u3099\u30e3\u30f3\u30d5\u309a\u3059\u308b\/\" target=\"_blank\" rel=\"noopener\">ggplot2\u3067\u8ef8\u30d6\u30ec\u30fc\u30af\u3092\u8a2d\u5b9a\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/ggplot2-\u8ef8\u306e\u5236\u9650\u3092\u8a2d\u5b9a\u3059\u308b\/\" target=\"_blank\" rel=\"noopener\">ggplot2 \u3067\u8ef8\u306e\u5236\u9650\u3092\u8a2d\u5b9a\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/ggplot-\u306e\u51e1\u4f8b\u30e9\u30d8\u3099\u30eb\/\" target=\"_blank\" rel=\"noopener\">ggplot2\u3067\u51e1\u4f8b\u30e9\u30d9\u30eb\u3092\u5909\u66f4\u3059\u308b\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6b21\u306e\u57fa\u672c\u69cb\u6587\u3092\u4f7f\u7528\u3057\u3066\u3001R \u3067\u76f8\u95a2\u30d2\u30fc\u30c8 \u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002 #calculate correlation between each pairwise combination of variables cor_df  [&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-3491","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\u76f8\u95a2\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5 (\u4f8b\u4ed8\u304d) - \u7d71\u8a08<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R \u3067\u76f8\u95a2\u30d2\u30fc\u30c8 \u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3092\u5b8c\u5168\u306a\u4f8b\u3092\u542b\u3081\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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