{"id":1373,"date":"2023-07-26T15:50:37","date_gmt":"2023-07-26T15:50:37","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e3%82%af%e3%82%99%e3%83%ab%e3%83%bc%e3%83%95%e3%82%9a%e5%88%a5%e3%81%aeggplot%e5%9b%9e%e5%b8%b0%e7%9b%b4%e7%b7%9a\/"},"modified":"2023-07-26T15:50:37","modified_gmt":"2023-07-26T15:50:37","slug":"%e3%82%af%e3%82%99%e3%83%ab%e3%83%bc%e3%83%95%e3%82%9a%e5%88%a5%e3%81%aeggplot%e5%9b%9e%e5%b8%b0%e7%9b%b4%e7%b7%9a","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e3%82%af%e3%82%99%e3%83%ab%e3%83%bc%e3%83%95%e3%82%9a%e5%88%a5%e3%81%aeggplot%e5%9b%9e%e5%b8%b0%e7%9b%b4%e7%b7%9a\/","title":{"rendered":"Ggplot2 \u3092\u4f7f\u7528\u3057\u3066\u30b0\u30eb\u30fc\u30d7\u3054\u3068\u306b\u56de\u5e30\u76f4\u7dda\u3092\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">R \u53ef\u8996\u5316\u30d1\u30c3\u30b1\u30fc\u30b8<a href=\"https:\/\/ggplot2.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">ggplot2<\/a>\u3092\u4f7f\u7528\u3057\u3066\u7fa4\u56de\u5e30\u76f4\u7dda\u3092\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u306b\u306f\u3001\u6b21\u306e\u69cb\u6587\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>ggplot(df, <span style=\"color: #3366ff;\">aes<\/span> (x = x_variable, y = y_variable, color = group_variable)) +\n  geom_point() +\n  geom_smooth(method = \" <span style=\"color: #008000;\">lm<\/span> \", fill = <span style=\"color: #008000;\">NA<\/span> )\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u3053\u306e\u95a2\u6570\u3092\u5b9f\u969b\u306b\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u306e\u7c21\u5358\u306a\u4f8b\u3092\u793a\u3057\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b: ggplot2 \u3092\u4f7f\u7528\u3057\u3066\u30b0\u30eb\u30fc\u30d7\u3054\u3068\u306b\u56de\u5e30\u76f4\u7dda\u3092\u30d7\u30ed\u30c3\u30c8\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">15 \u4eba\u306e\u7570\u306a\u308b\u751f\u5f92\u306b\u3064\u3044\u3066\u6b21\u306e 3 \u3064\u306e\u5909\u6570\u3092\u793a\u3059\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u3042\u308b\u3068\u3057\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u5b66\u7fd2\u6642\u9593\u6570<\/span><\/li>\n<li><span style=\"color: #000000;\">\u8a66\u9a13\u306e\u30b9\u30b3\u30a2\u3092\u53d7\u3051\u53d6\u308a\u307e\u3057\u305f<\/span><\/li>\n<li><span style=\"color: #000000;\">\u4f7f\u7528\u3057\u305f\u5b66\u7fd2\u624b\u6cd5 (A\u3001B\u3001C \u306e\u3044\u305a\u308c\u304b)<\/span><\/li>\n<\/ul>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create dataset\n<span style=\"color: #000000;\">df &lt;- data.frame(hours=c(1, 2, 3, 3, 4, 1, 2, 2, 3, 4, 1, 2, 3, 4, 4),\n                 score=c(84, 86, 85, 87, 94, 74, 76, 75, 77, 79, 65, 67, 69, 72, 80),\n                 technique= <span style=\"color: #3366ff;\">rep<\/span> (c(' <span style=\"color: #008000;\">A<\/span> ', ' <span style=\"color: #008000;\">B<\/span> ', ' <span style=\"color: #008000;\">C<\/span> '), <span style=\"color: #3366ff;\">each<\/span> = <span style=\"color: #008000;\">5<\/span> ))<\/span><\/span>\n\n<span style=\"color: #008080;\">#view dataset<\/span>\ndf\n\n   hours technical score\n1 1 84 A\n2 2 86 A\n3 3 85 A\n4 3 87 A\n5 4 94 A\n6 1 74 B\n7 2 76 B\n8 2 75 B\n9 3 77 B\n10 4 79 B\n11 1 65 C\n12 2 67 C\n13 3 69 C\n14 4 72 C\n15 4 80 C\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u30013 \u3064\u306e\u5b66\u7fd2\u624b\u6cd5\u3054\u3068\u306b\u3001\u5b66\u7fd2\u6642\u9593\u3068\u8a66\u9a13\u30b9\u30b3\u30a2\u306e\u95a2\u4fc2\u3092\u8868\u3059\u56de\u5e30\u76f4\u7dda\u3092\u30d7\u30ed\u30c3\u30c8\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;\">#load ggplot2\n<span style=\"color: #000000;\"><span style=\"color: #993300;\">library<\/span> (ggplot2)\n<\/span><\/span>\n<span style=\"color: #008080;\">#create regression lines for all three groups\n<span style=\"color: #000000;\">ggplot(df, <span style=\"color: #3366ff;\">aes<\/span> (x = hours, y = score, color = technique)) +\n  geom_point() +\n  geom_smooth(method = \" <span style=\"color: #008000;\">lm<\/span> \", fill = <span style=\"color: #008000;\">NA<\/span> )\n<\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13633 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/regressionlinegroupr1.png\" alt=\"ggplot2 \u306e\u30b0\u30eb\u30fc\u30d7\u5225\u306e\u56de\u5e30\u76f4\u7dda\" width=\"451\" height=\"452\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>geom_smooth()<\/strong>\u3067\u306f\u3001method = &#8216;lm\u201d \u3092\u4f7f\u7528\u3057\u3066\u7dda\u5f62\u30c8\u30ec\u30f3\u30c9\u3092\u6307\u5b9a\u3057\u3066\u3044\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u300cglm\u300d\u3001\u300cloess\u300d\u3001\u300cgam\u300d\u306a\u3069\u306e\u4ed6\u306e\u5e73\u6ed1\u5316\u624b\u6cd5\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u306e\u975e\u7dda\u5f62\u50be\u5411\u3092\u6349\u3048\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002 geom_smooth() \u306e\u5b8c\u5168\u306a\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306f <a href=\"https:\/\/ggplot2.tidyverse.org\/reference\/geom_smooth.html\" target=\"_blank\" rel=\"noopener\">\u3053\u3053\u306b<\/a>\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u7570\u306a\u308b\u56f3\u5f62\u3092\u4f7f\u7528\u3057\u3066\u30013 \u3064\u306e\u30b0\u30eb\u30fc\u30d7\u3054\u3068\u306b\u691c\u67fb\u7d50\u679c\u3092\u8868\u793a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\">ggplot(df, <span style=\"color: #3366ff;\">aes<\/span> (x = hours, y = score, color = technique, shape = technique)) +\n  geom_point() +\n  geom_smooth(method = \" <span style=\"color: #008000;\">lm<\/span> \", fill = <span style=\"color: #008000;\">NA<\/span> )\n<\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13634 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/regressionlinegroupr2.png\" alt=\"ggplot2 \u306e\u5358\u4e00\u30d7\u30ed\u30c3\u30c8\u5185\u306e\u91cd\u56de\u5e30\u76f4\u7dda\" width=\"453\" height=\"461\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u305d\u306e\u4ed6\u306e ggplot2 \u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u306f<a href=\"https:\/\/statorials.org\/ja\/-10\/\" target=\"_blank\" rel=\"noopener\">\u3053\u3053\u3067<\/a>\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>R \u53ef\u8996\u5316\u30d1\u30c3\u30b1\u30fc\u30b8ggplot2\u3092\u4f7f\u7528\u3057\u3066\u7fa4\u56de\u5e30\u76f4\u7dda\u3092\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u306b\u306f\u3001\u6b21\u306e\u69cb\u6587\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002 ggplot(df, aes (x = x_variable, y = y_variable, color = grou [&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-1373","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>ggplot2 \u3092\u4f7f\u7528\u3057\u3066\u30b0\u30eb\u30fc\u30d7\u3054\u3068\u306b\u56de\u5e30\u76f4\u7dda\u3092\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u65b9\u6cd5<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001ggplot2 \u306e\u30b0\u30eb\u30fc\u30d7\u306b\u57fa\u3065\u3044\u3066\u56de\u5e30\u76f4\u7dda\u3092\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u65b9\u6cd5\u306e\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u306e\u4f8b\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\" 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