{"id":3506,"date":"2023-07-17T02:49:04","date_gmt":"2023-07-17T02:49:04","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e7%ae%b1%e3%81%b2%e3%81%91%e3%82%99%e5%9b%b3%e3%81%ae%e5%a4%96%e3%82%8c%e5%80%a4%e3%81%ab%e3%83%a9%e3%83%98%e3%82%99%e3%83%ab%e3%82%92%e4%bb%98%e3%81%91%e3%82%8b-ggplot2\/"},"modified":"2023-07-17T02:49:04","modified_gmt":"2023-07-17T02:49:04","slug":"%e7%ae%b1%e3%81%b2%e3%81%91%e3%82%99%e5%9b%b3%e3%81%ae%e5%a4%96%e3%82%8c%e5%80%a4%e3%81%ab%e3%83%a9%e3%83%98%e3%82%99%e3%83%ab%e3%82%92%e4%bb%98%e3%81%91%e3%82%8b-ggplot2","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e7%ae%b1%e3%81%b2%e3%81%91%e3%82%99%e5%9b%b3%e3%81%ae%e5%a4%96%e3%82%8c%e5%80%a4%e3%81%ab%e3%83%a9%e3%83%98%e3%82%99%e3%83%ab%e3%82%92%e4%bb%98%e3%81%91%e3%82%8b-ggplot2\/","title":{"rendered":"Ggplot2 \u306e\u7bb1\u3072\u3052\u56f3\u3067\u5916\u308c\u5024\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001ggplot2 \u306e\u7bb1\u3072\u3052\u56f3\u3067<a href=\"https:\/\/statorials.org\/ja\/\u5916\u308c\u5024\u3092\u524a\u9664\u3059\u308b\/\" target=\"_blank\" rel=\"noopener\">\u5916\u308c\u5024<\/a>\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u308b\u65b9\u6cd5\u306e\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u306e\u4f8b\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 1: \u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u3092\u4f5c\u6210\u3059\u308b<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u307e\u305a\u30013 \u3064\u306e\u7570\u306a\u308b\u30c1\u30fc\u30e0\u306e 60 \u4eba\u306e\u7570\u306a\u308b\u30d0\u30b9\u30b1\u30c3\u30c8\u30dc\u30fc\u30eb\u9078\u624b\u304c\u7372\u5f97\u3057\u305f\u30dd\u30a4\u30f3\u30c8\u306b\u95a2\u3059\u308b\u60c5\u5831\u3092\u542b\u3080\u6b21\u306e\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u3092\u4f5c\u6210\u3057\u307e\u3057\u3087\u3046\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#make this example reproducible\n<\/span>set. <span style=\"color: #3366ff;\">seeds<\/span> (1)\n\n<span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (team=rep(c('A', 'B', 'C'), each= <span style=\"color: #008000;\">20<\/span> ),\n                 player=rep(LETTERS[1:20], times= <span style=\"color: #008000;\">3<\/span> ),\n                 points=round(rnorm(n=60, mean=30, sd=10), 2))\n\n<span style=\"color: #008080;\">#view head of data frame\n<\/span>head(df)\n\n  team player points\n1 AA 23.74\n2AB 31.84\n3 AC 21.64\n4AD 45.95\n5 AE 33.30\n6 FY 21.80\n<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\"><strong>\u6ce8<\/strong>: \u3053\u306e\u4f8b\u3092\u518d\u73fe\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306b\u3001<a href=\"https:\/\/statorials.org\/ja\/r\u306b\u30b7\u30fc\u30c8\u3099\u3092\u8a2d\u5b9a\u3059\u308b\/\" target=\"_blank\" rel=\"noopener\">set.seed()<\/a>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u307e\u3057\u305f\u3002<\/span><\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 2: \u5916\u308c\u5024\u3092\u7279\u5b9a\u3059\u308b\u95a2\u6570\u3092\u5b9a\u7fa9\u3059\u308b<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">ggplot2 \u3067\u306f\u3001\u6b21\u306e 2 \u3064\u306e\u8981\u4ef6\u306e\u3044\u305a\u308c\u304b\u3092\u6e80\u305f\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u89b3\u6e2c\u5024\u306f\u5916\u308c\u5024\u3068\u3057\u3066\u5b9a\u7fa9\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u89b3\u6e2c\u5024\u306f\u3001\u7b2c 1 \u56db\u5206\u4f4d (Q1) \u3088\u308a\u4e0b\u306e\u56db\u5206\u4f4d\u7bc4\u56f2\u306e 1.5 \u500d\u3067\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u89b3\u6e2c\u5024\u306f\u3001\u7b2c 3 \u56db\u5206\u4f4d (Q3) \u3088\u308a\u4e0a\u306e\u56db\u5206\u4f4d\u7bc4\u56f2\u306e 1.5 \u500d\u3067\u3059\u3002<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">R \u3067\u6b21\u306e\u95a2\u6570\u3092\u4f5c\u6210\u3057\u3066\u3001\u89b3\u6e2c\u5024\u304c\u3053\u308c\u3089 2 \u3064\u306e\u8981\u4ef6\u306e\u3044\u305a\u308c\u304b\u3092\u6e80\u305f\u3057\u3066\u3044\u308b\u5834\u5408\u306b\u5916\u308c\u5024\u3068\u3057\u3066\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\"><span style=\"color: #000000;\">find_outlier &lt;- <span style=\"color: #008000;\">function<\/span> (x) {\n  <span style=\"color: #008000;\">return<\/span> (x &lt; quantile(x, .25) - 1.5*IQR(x) | x &gt; quantile(x, .75) + 1.5*IQR(x))\n}\n<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u95a2\u9023:<\/strong> <a href=\"https:\/\/statorials.org\/ja\/\u56db\u5206\u4f4d\u7bc4\u56f2\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5\/\" target=\"_blank\" rel=\"noopener\">\u56db\u5206\u4f4d\u7bc4\u56f2\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5<\/a><\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong><span style=\"color: #000000;\">\u30b9\u30c6\u30c3\u30d7 3: ggplot2 \u306e\u7bb1\u3072\u3052\u56f3\u306e\u5916\u308c\u5024\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u308b<\/span><\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\">\u6b21\u306b\u3001\u6b21\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u7528\u3057\u3066\u3001ggplot2 \u306e\u7bb1\u3072\u3052\u56f3\u306e\u5916\u308c\u5024\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (ggplot2)\n<span style=\"color: #008000;\">library<\/span> (dplyr)\n<span style=\"color: #008080;\">\n#add new column to data frame that indicates if each observation is an outlier\n<span style=\"color: #000000;\">df &lt;- df %&gt;%\n        group_by(team) %&gt;%\n        mutate(outlier = ifelse(find_outlier(points), points, NA))<\/span>\n\n#create box plot of points by team and label outliers\n<span style=\"color: #000000;\">ggplot(df, aes(x=team, y=points)) +\n  geom_boxplot() +\n  geom_text(aes(label=outlier), na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> , hjust= <span style=\"color: #008000;\">-.5<\/span> )<\/span><\/span><\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-29209\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/valeur-aberrante1.jpg\" alt=\"ggplot2\u306e\u7bb1\u3072\u3052\u56f3\u306e\u5916\u308c\u5024\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u308b\" width=\"467\" height=\"467\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\">\u30b0\u30e9\u30d5\u3067\u306f 2 \u3064\u306e\u5916\u308c\u5024\u306b\u30e9\u30d9\u30eb\u304c\u4ed8\u3051\u3089\u308c\u3066\u3044\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/span><\/p>\n<p><span style=\"color: #000000;\">\u6700\u521d\u306e\u5916\u308c\u5024\u306f<strong>7.85<\/strong>\u30dd\u30a4\u30f3\u30c8\u3092\u7372\u5f97\u3057\u305f\u30c1\u30fc\u30e0 A \u306e\u30d7\u30ec\u30fc\u30e4\u30fc\u3067\u3001\u3082\u3046 1 \u3064\u306e\u5916\u308c\u5024\u306f<strong>10.11<\/strong>\u30dd\u30a4\u30f3\u30c8\u3092\u7372\u5f97\u3057\u305f\u30c1\u30fc\u30e0 B \u306e\u30d7\u30ec\u30fc\u30e4\u30fc\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5225\u306e\u5909\u6570\u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e\u5916\u308c\u5024\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u305f\u3068\u3048\u3070\u3001 <strong>mutate()<\/strong>\u95a2\u6570\u3067<strong>player<\/strong>\u306e<strong>\u30dd\u30a4\u30f3\u30c8\u3092<\/strong>\u4ea4\u63db\u3057\u3066\u3001\u30d7\u30ec\u30a4\u30e4\u30fc\u306e\u540d\u524d\u306b\u57fa\u3065\u3044\u3066\u5916\u308c\u5024\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (ggplot2)\n<span style=\"color: #008000;\">library<\/span> (dplyr)\n<span style=\"color: #008080;\">\n#add new column to data frame that indicates if each observation is an outlier\n<span style=\"color: #000000;\">df &lt;- df %&gt;%\n        group_by(team) %&gt;%\n        mutate(outlier = ifelse(find_outlier(points), player, NA))\n\n<span style=\"color: #008080;\">#create box plot of points by team and label outliers\n<\/span>ggplot(df, aes(x=team, y=points)) +\n  geom_boxplot() +\n  geom_text(aes(label=outlier), na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> , hjust= <span style=\"color: #008000;\">-.5<\/span> )<\/span><\/span><\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29210 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/valeur-aberrante2.jpg\" alt=\"\" width=\"479\" height=\"487\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u30c1\u30fc\u30e0 A \u306e\u5916\u308c\u5024\u306b\u306f\u30e9\u30d9\u30eb<strong>N<\/strong>\u304c\u4ed8\u3051\u3089\u308c\u3001\u30c1\u30fc\u30e0 B \u306e\u5916\u308c\u5024\u306b\u306f\u30e9\u30d9\u30eb<strong>D<\/strong>\u304c\u4ed8\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u3053\u308c\u3089\u306f\u30dd\u30a4\u30f3\u30c8\u306e\u5916\u308c\u5024\u3092\u6301\u3064\u30d7\u30ec\u30fc\u30e4\u30fc\u306e\u540d\u524d\u3092\u8868\u3059\u305f\u3081\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6ce8<\/strong>: <strong>geom_text()<\/strong>\u306e<a href=\"https:\/\/statorials.org\/ja\/hjust-vjust-ggplot2\/\" target=\"_blank\" rel=\"noopener\">hjust<\/a>\u5f15\u6570\u306f\u3001\u30e9\u30d9\u30eb\u304c\u30d7\u30ed\u30c3\u30c8 \u30dd\u30a4\u30f3\u30c8\u3068\u91cd\u306a\u3089\u306a\u3044\u3088\u3046\u306b\u3001\u30e9\u30d9\u30eb\u3092\u6c34\u5e73\u65b9\u5411\u306b\u53f3\u306b\u79fb\u52d5\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\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\/ggplot\u306e\u30d5\u30a9\u30f3\u30c8\u30b5\u30a4\u30b9\u3099\/\" target=\"_blank\" rel=\"noopener\">ggplot2\u3067\u30d5\u30a9\u30f3\u30c8\u30b5\u30a4\u30ba\u3092\u5909\u66f4\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/ggplot2-\u306e\u51e1\u4f8b\u3092\u524a\u9664\u3059\u308b\/\" target=\"_blank\" rel=\"noopener\">ggplot2\u3067\u51e1\u4f8b\u3092\u524a\u9664\u3059\u308b\u65b9\u6cd5<\/a><br \/><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><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001ggplot2 \u306e\u7bb1\u3072\u3052\u56f3\u3067\u5916\u308c\u5024\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u308b\u65b9\u6cd5\u306e\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u306e\u4f8b\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u30b9\u30c6\u30c3\u30d7 1: \u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u3092\u4f5c\u6210\u3059\u308b \u307e\u305a\u30013 \u3064\u306e\u7570\u306a\u308b\u30c1\u30fc\u30e0\u306e 60 \u4eba\u306e\u7570\u306a\u308b\u30d0\u30b9\u30b1\u30c3\u30c8\u30dc [&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-3506","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 \u306e\u7bb1\u3072\u3052\u56f3\u3067\u5916\u308c\u5024\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u308b\u65b9\u6cd5 \u2013 Statorials<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001ggplot2 \u306e\u7bb1\u3072\u3052\u56f3\u3067\u5916\u308c\u5024\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\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, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/ja\/\u7bb1\u3072\u3051\u3099\u56f3\u306e\u5916\u308c\u5024\u306b\u30e9\u30d8\u3099\u30eb\u3092\u4ed8\u3051\u308b-ggplot2\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ggplot2 \u306e\u7bb1\u3072\u3052\u56f3\u3067\u5916\u308c\u5024\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u308b\u65b9\u6cd5 \u2013 Statorials\" \/>\n<meta property=\"og:description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001ggplot2 \u306e\u7bb1\u3072\u3052\u56f3\u3067\u5916\u308c\u5024\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u308b\u65b9\u6cd5\u3092\u3044\u304f\u3064\u304b\u306e\u4f8b\u3068\u3068\u3082\u306b\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/ja\/\u7bb1\u3072\u3051\u3099\u56f3\u306e\u5916\u308c\u5024\u306b\u30e9\u30d8\u3099\u30eb\u3092\u4ed8\u3051\u308b-ggplot2\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-17T02:49:04+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/valeur-aberrante1.jpg\" \/>\n<meta name=\"author\" content=\"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/ja\/%e7%ae%b1%e3%81%b2%e3%81%91%e3%82%99%e5%9b%b3%e3%81%ae%e5%a4%96%e3%82%8c%e5%80%a4%e3%81%ab%e3%83%a9%e3%83%98%e3%82%99%e3%83%ab%e3%82%92%e4%bb%98%e3%81%91%e3%82%8b-ggplot2\/\",\"url\":\"https:\/\/statorials.org\/ja\/%e7%ae%b1%e3%81%b2%e3%81%91%e3%82%99%e5%9b%b3%e3%81%ae%e5%a4%96%e3%82%8c%e5%80%a4%e3%81%ab%e3%83%a9%e3%83%98%e3%82%99%e3%83%ab%e3%82%92%e4%bb%98%e3%81%91%e3%82%8b-ggplot2\/\",\"name\":\"ggplot2 \u306e\u7bb1\u3072\u3052\u56f3\u3067\u5916\u308c\u5024\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u308b\u65b9\u6cd5 \u2013 Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/ja\/#website\"},\"datePublished\":\"2023-07-17T02:49:04+00:00\",\"dateModified\":\"2023-07-17T02:49:04+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/ja\/#\/schema\/person\/86b92d2dd87368b26360d19d9c6a5d83\"},\"description\":\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001ggplot2 \u306e\u7bb1\u3072\u3052\u56f3\u3067\u5916\u308c\u5024\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u308b\u65b9\u6cd5\u3092\u3044\u304f\u3064\u304b\u306e\u4f8b\u3068\u3068\u3082\u306b\u8aac\u660e\u3057\u307e\u3059\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/ja\/%e7%ae%b1%e3%81%b2%e3%81%91%e3%82%99%e5%9b%b3%e3%81%ae%e5%a4%96%e3%82%8c%e5%80%a4%e3%81%ab%e3%83%a9%e3%83%98%e3%82%99%e3%83%ab%e3%82%92%e4%bb%98%e3%81%91%e3%82%8b-ggplot2\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/ja\/%e7%ae%b1%e3%81%b2%e3%81%91%e3%82%99%e5%9b%b3%e3%81%ae%e5%a4%96%e3%82%8c%e5%80%a4%e3%81%ab%e3%83%a9%e3%83%98%e3%82%99%e3%83%ab%e3%82%92%e4%bb%98%e3%81%91%e3%82%8b-ggplot2\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/ja\/%e7%ae%b1%e3%81%b2%e3%81%91%e3%82%99%e5%9b%b3%e3%81%ae%e5%a4%96%e3%82%8c%e5%80%a4%e3%81%ab%e3%83%a9%e3%83%98%e3%82%99%e3%83%ab%e3%82%92%e4%bb%98%e3%81%91%e3%82%8b-ggplot2\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u5bb6\",\"item\":\"https:\/\/statorials.org\/ja\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Ggplot2 \u306e\u7bb1\u3072\u3052\u56f3\u3067\u5916\u308c\u5024\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u308b\u65b9\u6cd5\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/ja\/#website\",\"url\":\"https:\/\/statorials.org\/ja\/\",\"name\":\"Statorials\",\"description\":\"\u7d71\u8a08\u80fd\u529b\u3078\u306e\u30ac\u30a4\u30c9\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/ja\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"ja\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/ja\/#\/schema\/person\/86b92d2dd87368b26360d19d9c6a5d83\",\"name\":\"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/statorials.org\/ja\/#\/schema\/person\/image\/\",\"url\":\"http:\/\/statorials.org\/ja\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"http:\/\/statorials.org\/ja\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb\"},\"description\":\"\u79c1\u306f\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u3067\u3059\u3002\u9000\u8077\u3057\u305f\u7d71\u8a08\u6559\u6388\u304b\u3089\u3001\u5c02\u4efb\u306e Statorials \u6559\u80b2\u8005\u306b\u306a\u308a\u307e\u3057\u305f\u3002 \u7d71\u8a08\u5206\u91ce\u306b\u304a\u3051\u308b\u8c4a\u5bcc\u306a\u7d4c\u9a13\u3068\u5c02\u9580\u77e5\u8b58\u3092\u6d3b\u304b\u3057\u3066\u3001\u79c1\u306f Statorials \u3092\u901a\u3058\u3066\u5b66\u751f\u306b\u529b\u3092\u4e0e\u3048\u308b\u305f\u3081\u306b\u81ea\u5206\u306e\u77e5\u8b58\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u306b\u5c3d\u529b\u3057\u3066\u3044\u307e\u3059\u3002\u3082\u3063\u3068\u77e5\u308b\",\"sameAs\":[\"http:\/\/statorials.org\/ja\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"ggplot2 \u306e\u7bb1\u3072\u3052\u56f3\u3067\u5916\u308c\u5024\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u308b\u65b9\u6cd5 \u2013 Statorials","description":"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001ggplot2 \u306e\u7bb1\u3072\u3052\u56f3\u3067\u5916\u308c\u5024\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u308b\u65b9\u6cd5\u3092\u3044\u304f\u3064\u304b\u306e\u4f8b\u3068\u3068\u3082\u306b\u8aac\u660e\u3057\u307e\u3059\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/ja\/\u7bb1\u3072\u3051\u3099\u56f3\u306e\u5916\u308c\u5024\u306b\u30e9\u30d8\u3099\u30eb\u3092\u4ed8\u3051\u308b-ggplot2\/","og_locale":"ja_JP","og_type":"article","og_title":"ggplot2 \u306e\u7bb1\u3072\u3052\u56f3\u3067\u5916\u308c\u5024\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u308b\u65b9\u6cd5 \u2013 Statorials","og_description":"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001ggplot2 \u306e\u7bb1\u3072\u3052\u56f3\u3067\u5916\u308c\u5024\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u308b\u65b9\u6cd5\u3092\u3044\u304f\u3064\u304b\u306e\u4f8b\u3068\u3068\u3082\u306b\u8aac\u660e\u3057\u307e\u3059\u3002","og_url":"https:\/\/statorials.org\/ja\/\u7bb1\u3072\u3051\u3099\u56f3\u306e\u5916\u308c\u5024\u306b\u30e9\u30d8\u3099\u30eb\u3092\u4ed8\u3051\u308b-ggplot2\/","og_site_name":"Statorials","article_published_time":"2023-07-17T02:49:04+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/valeur-aberrante1.jpg"}],"author":"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"1\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/ja\/%e7%ae%b1%e3%81%b2%e3%81%91%e3%82%99%e5%9b%b3%e3%81%ae%e5%a4%96%e3%82%8c%e5%80%a4%e3%81%ab%e3%83%a9%e3%83%98%e3%82%99%e3%83%ab%e3%82%92%e4%bb%98%e3%81%91%e3%82%8b-ggplot2\/","url":"https:\/\/statorials.org\/ja\/%e7%ae%b1%e3%81%b2%e3%81%91%e3%82%99%e5%9b%b3%e3%81%ae%e5%a4%96%e3%82%8c%e5%80%a4%e3%81%ab%e3%83%a9%e3%83%98%e3%82%99%e3%83%ab%e3%82%92%e4%bb%98%e3%81%91%e3%82%8b-ggplot2\/","name":"ggplot2 \u306e\u7bb1\u3072\u3052\u56f3\u3067\u5916\u308c\u5024\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u308b\u65b9\u6cd5 \u2013 Statorials","isPartOf":{"@id":"https:\/\/statorials.org\/ja\/#website"},"datePublished":"2023-07-17T02:49:04+00:00","dateModified":"2023-07-17T02:49:04+00:00","author":{"@id":"https:\/\/statorials.org\/ja\/#\/schema\/person\/86b92d2dd87368b26360d19d9c6a5d83"},"description":"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001ggplot2 \u306e\u7bb1\u3072\u3052\u56f3\u3067\u5916\u308c\u5024\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u308b\u65b9\u6cd5\u3092\u3044\u304f\u3064\u304b\u306e\u4f8b\u3068\u3068\u3082\u306b\u8aac\u660e\u3057\u307e\u3059\u3002","breadcrumb":{"@id":"https:\/\/statorials.org\/ja\/%e7%ae%b1%e3%81%b2%e3%81%91%e3%82%99%e5%9b%b3%e3%81%ae%e5%a4%96%e3%82%8c%e5%80%a4%e3%81%ab%e3%83%a9%e3%83%98%e3%82%99%e3%83%ab%e3%82%92%e4%bb%98%e3%81%91%e3%82%8b-ggplot2\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/ja\/%e7%ae%b1%e3%81%b2%e3%81%91%e3%82%99%e5%9b%b3%e3%81%ae%e5%a4%96%e3%82%8c%e5%80%a4%e3%81%ab%e3%83%a9%e3%83%98%e3%82%99%e3%83%ab%e3%82%92%e4%bb%98%e3%81%91%e3%82%8b-ggplot2\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/ja\/%e7%ae%b1%e3%81%b2%e3%81%91%e3%82%99%e5%9b%b3%e3%81%ae%e5%a4%96%e3%82%8c%e5%80%a4%e3%81%ab%e3%83%a9%e3%83%98%e3%82%99%e3%83%ab%e3%82%92%e4%bb%98%e3%81%91%e3%82%8b-ggplot2\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u5bb6","item":"https:\/\/statorials.org\/ja\/"},{"@type":"ListItem","position":2,"name":"Ggplot2 \u306e\u7bb1\u3072\u3052\u56f3\u3067\u5916\u308c\u5024\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u308b\u65b9\u6cd5"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/ja\/#website","url":"https:\/\/statorials.org\/ja\/","name":"Statorials","description":"\u7d71\u8a08\u80fd\u529b\u3078\u306e\u30ac\u30a4\u30c9","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/ja\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"ja"},{"@type":"Person","@id":"https:\/\/statorials.org\/ja\/#\/schema\/person\/86b92d2dd87368b26360d19d9c6a5d83","name":"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/statorials.org\/ja\/#\/schema\/person\/image\/","url":"http:\/\/statorials.org\/ja\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","contentUrl":"http:\/\/statorials.org\/ja\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","caption":"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb"},"description":"\u79c1\u306f\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u3067\u3059\u3002\u9000\u8077\u3057\u305f\u7d71\u8a08\u6559\u6388\u304b\u3089\u3001\u5c02\u4efb\u306e Statorials \u6559\u80b2\u8005\u306b\u306a\u308a\u307e\u3057\u305f\u3002 \u7d71\u8a08\u5206\u91ce\u306b\u304a\u3051\u308b\u8c4a\u5bcc\u306a\u7d4c\u9a13\u3068\u5c02\u9580\u77e5\u8b58\u3092\u6d3b\u304b\u3057\u3066\u3001\u79c1\u306f Statorials \u3092\u901a\u3058\u3066\u5b66\u751f\u306b\u529b\u3092\u4e0e\u3048\u308b\u305f\u3081\u306b\u81ea\u5206\u306e\u77e5\u8b58\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u306b\u5c3d\u529b\u3057\u3066\u3044\u307e\u3059\u3002\u3082\u3063\u3068\u77e5\u308b","sameAs":["http:\/\/statorials.org\/ja"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/posts\/3506","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/comments?post=3506"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/posts\/3506\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/media?parent=3506"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/categories?post=3506"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/tags?post=3506"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}