{"id":1887,"date":"2023-07-24T14:07:38","date_gmt":"2023-07-24T14:07:38","guid":{"rendered":"https:\/\/statorials.org\/ja\/ggplot%e3%83%88%e3%83%ac%e3%83%b3%e3%83%88%e3%82%99%e3%83%a9%e3%82%a4%e3%83%b3\/"},"modified":"2023-07-24T14:07:38","modified_gmt":"2023-07-24T14:07:38","slug":"ggplot%e3%83%88%e3%83%ac%e3%83%b3%e3%83%88%e3%82%99%e3%83%a9%e3%82%a4%e3%83%b3","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/ggplot%e3%83%88%e3%83%ac%e3%83%b3%e3%83%88%e3%82%99%e3%83%a9%e3%82%a4%e3%83%b3\/","title":{"rendered":"Ggplot2 \u3067\u50be\u5411\u7dda\u3092\u30d7\u30ed\u30c3\u30c8\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\u3001ggplot2 \u306e\u30d7\u30ed\u30c3\u30c8\u4e0a\u306b\u50be\u5411\u7dda\u3092\u63cf\u753b\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>ggplot(df, aes(x=xvar, y=yvar)) +\n    geom_point() +\n    geom_smooth(method=lm) <span style=\"color: #008080;\">#add linear trend line\n<\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u4f8b\u306f\u3001\u6b21\u306e\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u3067\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<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame<\/span>\ndf &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (x=c(1, 2, 3, 3, 5, 7, 9),\n                 y=c(8, 14, 18, 25, 29, 33, 25))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  xy\n1 1 8\n2 2 14\n3 3 18\n4 3 25\n5 5 29\n6 7 33\n7 9 25<\/strong><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 1: \u7dda\u5f62\u8fd1\u4f3c\u66f2\u7dda\u3092\u8ffd\u52a0\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001ggplot2 \u306e\u6563\u5e03\u56f3\u306b\u7dda\u5f62\u8fd1\u4f3c\u66f2\u7dda\u3092\u8ffd\u52a0\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: #993300;\">library<\/span> (ggplot2)\n\nggplot(df, aes(x=x, y=y)) +\n    geom_point() +\n    geom_smooth(method=lm) <span style=\"color: #008080;\">#add linear trend line<\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18087 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/tendance1-1.png\" alt=\"\" width=\"466\" height=\"459\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 2: \u7dda\u5f62\u8fd1\u4f3c\u66f2\u7dda\u3092\u8ffd\u52a0\u3057\u3001\u4fe1\u983c\u9818\u57df\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><strong>level<\/strong>\u5f15\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u30b0\u30e9\u30d5\u5185\u306e\u5f71\u4ed8\u304d\u306e\u4fe1\u983c\u9818\u57df\u306b\u4f7f\u7528\u3059\u308b\u4fe1\u983c\u6c34\u6e96\u3092\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (ggplot2)\n\nggplot(df, aes(x=x, y=y)) +\n    geom_point() +\n    geom_smooth(method=lm, level= <span style=\"color: #008000;\">0.99<\/span> )<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18091 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/tendance4-1.png\" alt=\"\" width=\"465\" height=\"469\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u4fe1\u983c\u6c34\u6e96\u306f 0.95 \u3067\u3042\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u4fe1\u983c\u6c34\u6e96 0.99 \u3092\u6307\u5b9a\u3059\u308b\u3068\u3001\u30b0\u30e9\u30d5\u4e0a\u306e\u5f71\u4ed8\u304d\u306e\u4fe1\u983c\u9818\u57df\u304c\u3055\u3089\u306b\u5927\u304d\u304f\u306a\u308a\u307e\u3057\u305f\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 3: \u7dda\u5f62\u8fd1\u4f3c\u66f2\u7dda\u3068\u4e0d\u4fe1\u983c\u9818\u57df\u3092\u8ffd\u52a0\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\"><strong>se=FALSE<\/strong>\u5f15\u6570\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u50be\u5411\u7dda\u306e\u5468\u308a\u306e\u5f71\u4ed8\u304d\u306e\u4fe1\u983c\u9818\u57df\u3092\u975e\u8868\u793a\u306b\u3059\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;\">library<\/span> (ggplot2)\n\nggplot(df, aes(x=x, y=y)) +\n    geom_point() +\n    geom_smooth(method=lm, se= <span style=\"color: #008000;\">FALSE <span style=\"color: #000000;\">, col=' <span style=\"color: #ff0000;\">red<\/span> ', size= <span style=\"color: #008000;\">2<\/span><\/span><\/span> )<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18088 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/tendance2.png\" alt=\"\" width=\"440\" height=\"440\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 4: \u66f2\u7dda\u306e\u8fd1\u4f3c\u66f2\u7dda\u3092\u8ffd\u52a0\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\"><strong>geom_smooth()<\/strong>\u306b\u4f7f\u7528\u3059\u308b\u30e1\u30bd\u30c3\u30c9\u3092\u6307\u5b9a\u3057\u306a\u3044\u5834\u5408\u306f\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u9ec4\u571f\u66f2\u7dda\u304c\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (ggplot2)\n\nggplot(df, aes(x=x, y=y)) +\n    geom_point() +\n    geom_smooth()<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>geom_smooth()<\/strong>\u95a2\u6570\u306e\u5b8c\u5168\u306a\u30aa\u30f3\u30e9\u30a4\u30f3 \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306f <a href=\"https:\/\/ggplot2.tidyverse.org\/reference\/geom_smooth.html\" target=\"_blank\" rel=\"noopener\">\u3001\u3053\u3053\u3067<\/a>\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\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\u3001ggplot2 \u3067\u305d\u306e\u4ed6\u306e\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u308b\u64cd\u4f5c\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\u7dda\u306e\u592a\u3055\/\" target=\"_blank\" rel=\"noopener\">ggplot2\u3067\u7dda\u306e\u592a\u3055\u3092\u8abf\u6574\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 \/>ggplot2\u3067\u30b0\u30ea\u30c3\u30c9\u7dda\u3092\u524a\u9664\u3059\u308b\u65b9\u6cd5<br \/><a href=\"https:\/\/statorials.org\/ja\/ggplot\u306e\u80cc\u666f\u8272\/\" target=\"_blank\" rel=\"noopener\">ggplot2\u3067\u80cc\u666f\u8272\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\u3001ggplot2 \u306e\u30d7\u30ed\u30c3\u30c8\u4e0a\u306b\u50be\u5411\u7dda\u3092\u63cf\u753b\u3067\u304d\u307e\u3059\u3002 ggplot(df, aes(x=xvar, y=yvar)) + geom_point() + geom_smooth(method=lm) [&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-1887","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 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