{"id":1310,"date":"2019-12-18T16:00:03","date_gmt":"2019-12-18T07:00:03","guid":{"rendered":"http:\/\/pandora.med.gunma-u.ac.jp\/protocols\/?p=1310"},"modified":"2021-07-20T14:19:56","modified_gmt":"2021-07-20T05:19:56","slug":"ggplot2%e3%81%ae%e3%82%b0%e3%83%a9%e3%83%95%e3%81%ab%e6%97%a5%e6%9c%ac%e8%aa%9e%e3%82%92%e5%85%a5%e3%82%8c%e3%82%8b","status":"publish","type":"post","link":"https:\/\/anatomy.med.gunma-u.ac.jp\/protocols\/?p=1310","title":{"rendered":"ggplot2\u306e\u30b0\u30e9\u30d5\u306b\u65e5\u672c\u8a9e\u3092\u5165\u308c\u308b"},"content":{"rendered":"<p>\u300eR\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u30af\u30c3\u30af\u30d6\u30c3\u30af \u7b2c2\u7248\u300f\u306e\u8ffd\u88dcB\u306b\u3001\u30b0\u30e9\u30d5\u306b\u65e5\u672c\u8a9e\u3092\u5165\u308c\u308b\u65b9\u6cd5\u304c\u8a18\u3055\u308c\u3066\u3044\u308b\u3002\u3057\u304b\u3057\u3001PDF\u30d5\u30a1\u30a4\u30eb\u306b\u4fdd\u5b58\u3059\u308b\u307e\u3067\u306e\u65b9\u6cd5\u304c\u306a\u304b\u3063\u305f\u306e\u3067\u3001\u8abf\u3079\u305f\u3002<\/p>\n<p>PNG\u30d5\u30a1\u30a4\u30eb\u306a\u3089\u3070\u666e\u901a\u306bggsave()\u3067\u5bfe\u5fdc\u3067\u304d\u308b\u304c\u3001PDF\u30d5\u30a1\u30a4\u30eb\u306b\u306a\u308b\u3068\u30c8\u30e9\u30d6\u30eb\u304c\u3067\u305f\u3002\u3055\u3089\u306b\u8abf\u3079\u308b\u3068\u3001<a href=\"https:\/\/books.google.co.jp\/books?id=hSyBDwAAQBAJ&amp;pg=PA111&amp;lpg=PA111&amp;dq=ggsave+pdf+\u65e5\u672c\u8a9e&amp;source=bl&amp;ots=GVX6GsEKuc&amp;sig=ACfU3U1UdNpsFj4e5IC6459gI_2MV2RBbA&amp;hl=ja&amp;sa=X&amp;ved=2ahUKEwiup9H3nrzmAhUCxYsBHSk-BfY4ChDoATABegQIChAB#v=onepage&amp;q=ggsave%20pdf%20\u65e5\u672c\u8a9e&amp;f=false\" target=\"_blank\" rel=\"noopener noreferrer\">\u300eR\u306b\u3088\u308b\u8a08\u91cf\u653f\u6cbb\u5b66\u300fp.112<\/a>\u306b\u3001\u8a72\u5f53\u3059\u308b\u8a18\u8ff0\u304c\u3042\u3063\u305f\u3002<\/p>\n<p>\u74b0\u5883\u306f\uff1amacOS 10.15.2\u3001R 3.6.2\u3001RStudio 1.2.5019\u3001ggplot2 3.6.2\u3001cowplot 1.0.0\u3001patchwork 1.0.0<\/p>\n<p>\u4e0b\u306e\u30b3\u30fc\u30c9\u3067\u306fcowplot\uff08\u30c6\u30fc\u30de\u3060\u3051\u4f7f\u3063\u305f\uff09\u3001patchwork\u3067\u306e\u30b0\u30e9\u30d5\u306e\u7d44\u5408\u305b\u3092\u4f7f\u3063\u3066\u3044\u306a\u3044\u304c\u3001\u3053\u308c\u3089\u3092\u4f7f\u3063\u3066\u3082\u65e5\u672c\u8a9e\u304c\u5165\u3063\u305f\u3002<\/p>\n<pre><span style=\"color: #808080;\"># R\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u30af\u30c3\u30af\u30d6\u30c3\u30af \u7b2c2\u7248 B.4<\/span>\r\n\r\nrm(list = ls()) # Environment\u3092\u521d\u671f\u5316\r\nif( dev.cur() &gt; 1 ) dev.off() # Plots\u3092\u521d\u671f\u5316\r\ncat( \"\\014\" ) # Console\u3092\u521d\u671f\u5316\r\n\r\n<span style=\"color: #808080;\"># Cookbook\u3067\u4f7f\u3046\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc<\/span>\r\nlibrary(dplyr)\r\nlibrary(ggplot2)\r\nlibrary(gcookbook)\r\nlibrary(cowplot)\r\n\r\n<span style=\"color: #808080;\"># \u30d5\u30a9\u30f3\u30c8\u30d5\u30a1\u30df\u30ea\u30fc\u3092\u5b9a\u7fa9\u3059\u308b<\/span>\r\n<span style=\"color: #808080;\"># 4\u3064\u306e\u30b9\u30bf\u30a4\u30eb\u306b\u540c\u3058\u30d5\u30a9\u30f3\u30c8\u3092\u4f7f\u3063\u3066\u3057\u307e\u3046\u5834\u5408<\/span>\r\n<span style=\"color: #808080;\"># quartzFonts(HiraKaku = quartzFont(rep(\"HiraginoSans-W3\", 4)))<\/span>\r\n<span style=\"color: #808080;\"># \u30a6\u30a8\u30a4\u30c8\u3060\u3051\u4f7f\u3044\u5206\u3051\u308b\u5834\u5408<\/span>\r\n<span style=\"color: #808080;\"># quartzFonts(HiraKaku =quartzFont(c(\"HiraginoSans-W3\", \"HiraginoSans-W6\", \"HiraginoSans-W3\", \"HiraginoSans-W6\")))<\/span>\r\n<span style=\"color: #808080;\"># \u30d2\u30e9\u30ae\u30ce\u304cHelvetica\u306b\u304f\u3089\u3079\u3066\u7d30\u3081\u306b\u307f\u3048\u308b\u306e\u3067\u3001\u30a6\u30a8\u30a4\u30c8\u3092\u5897\u3084\u3059<\/span>\r\nquartzFonts(HiraKaku = quartzFont(c(\"HiraginoSans-W5\", \"HiraginoSans-W7\", \"HiraginoSans-W5\", \"HiraginoSans-W7\")))\r\n\r\n<span style=\"color: #808080;\"># \u30d5\u30a9\u30f3\u30c8\u30d5\u30a1\u30df\u30ea\u30fc\u3092\u78ba\u8a8d<\/span>\r\nquartzFonts()\r\n\r\n<span style=\"color: #808080;\"># \u30c6\u30fc\u30de\u3092\u8a2d\u5b9a\u3057\u3001\u30d5\u30a9\u30f3\u30c8\u3082\u5b9a\u7fa9\u3057\u3066\u304a\u304f<\/span>\r\n<span style=\"color: #808080;\"># \u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30c6\u30fc\u30de\u306e\u5834\u5408<\/span>\r\n<span style=\"color: #808080;\"># theme_set(theme_bw(base_family = \"HiraKaku\"))<\/span>\r\n<span style=\"color: #808080;\"># cowplot\u306e\u30c6\u30fc\u30de\u3092\u4f7f\u3046\u5834\u5408<\/span>\r\n<span style=\"color: #808080;\"># theme_set(theme_cowplot(font_family = \"HiraKaku\"))<\/span>\r\n<span style=\"color: #808080;\"># \u65e5\u672c\u8a9e\u304c\u5927\u304d\u3081\u306b\u306a\u308b\u306e\u3067\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30b5\u30a4\u30ba14\u304b\u308912\u3078<\/span>\r\ntheme_set(theme_cowplot(font_family = \"HiraKaku\", font_size = 12)) \r\n\r\n<span style=\"color: #808080;\"># \u30bf\u30a4\u30c8\u30eb\u3068\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u65e5\u672c\u8a9e\u306b\u3057\u3066\u30b0\u30e9\u30d5\u3092\u63cf\u304f<\/span>\r\nmyplot &lt;- ggplot(heightweight, aes(x=ageYear, y=heightIn)) +\r\n  geom_point() +\r\n  ggtitle(\"\u65e5\u672c\u8a9e\u30bf\u30a4\u30c8\u30eb\") +\r\n  annotate(\"text\", x=15, y=53, label=\"\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\", family=\"HiraKaku\")\r\n<span style=\"color: #808080;\"># \u30c6\u30fc\u30de\u3067\u306e\u30d5\u30a9\u30f3\u30c8\u306e\u5b9a\u7fa9\u304cannotate(\"text\")\u306b\u306f\u53ca\u3070\u306a\u3044\u3089\u3057\u3044<\/span>\r\n\r\nmyplot\r\n<span style=\"color: #808080;\"># \u30d7\u30ed\u30c3\u30c8\u30a8\u30ea\u30a2\u306b\u65e5\u672c\u8a9e\u304c\u8868\u793a\u3055\u308c\u305f<\/span>\r\n\r\n<span style=\"color: #808080;\"># PNG\u3067\u4fdd\u5b58<\/span>\r\nggsave(\"myplot.png\", width = 5, height = 4)\r\n<span style=\"color: #808080;\"># \u65e5\u672c\u8a9e\u306e\u5165\u3063\u305f\u30b0\u30e9\u30d5\u304cPNG\u3067\u4fdd\u5b58\u3055\u308c\u305f<\/span>\r\n\r\n<span style=\"color: #808080;\"># PDF\u3067\u4fdd\u5b58<\/span>\r\n<span style=\"color: #808080;\"># ggsave(\"myplot.pdf\", width = 5, height = 4)<\/span>\r\n<span style=\"color: #808080;\"># \u4ee5\u4e0b\u306e\u30a8\u30e9\u30fc\u304c\u3067\u3066\u3001PDF\u304c\u3067\u304d\u306a\u3044<\/span>\r\n<span style=\"color: #808080;\"># grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y,  \u3067\u30a8\u30e9\u30fc: <\/span>\r\n<span style=\"color: #808080;\"># \u30d5\u30a9\u30f3\u30c8\u30bf\u30a4\u30d7\u304c\u4e0d\u6b63\u3067\u3059 <\/span>\r\n<span style=\"color: #808080;\"># \u8ffd\u52a0\u60c5\u5831:  50 \u4ef6\u4ee5\u4e0a\u306e\u8b66\u544a\u304c\u3042\u308a\u307e\u3057\u305f (\u6700\u521d\u306e 50 \u500b\u306e\u8b66\u544a\u3092\u898b\u308b\u306b\u306f warnings() \u3092\u4f7f\u3063\u3066\u4e0b\u3055\u3044) <\/span>\r\n\r\n<span style=\"color: #808080;\"># \u30d7\u30ed\u30c3\u30c8\u30a8\u30ea\u30a2\u306e\u30b0\u30e9\u30d5\u3092Export\u30b3\u30de\u30f3\u30c9\u3067PDF\u306b\u4fdd\u5b58\u3059\u308b\u3068\u3001PDF\u306f\u3067\u304d\u308b\u304c\u65e5\u672c\u8a9e\u306e\u90e8\u5206\u304c\u6d88\u3048\u3066\u3044\u308b\u3002<\/span>\r\n\r\n<span style=\"color: #808080;\"># quartz\u3092\u4f7f\u3046\u3068PDF\u3067\u4fdd\u5b58\u3067\u304d\u305f\u3002<\/span>\r\n<span style=\"color: #808080;\"># https:\/\/books.google.co.jp\/books?id=hSyBDwAAQBAJ&amp;pg=PA111&amp;lpg=PA111&amp;dq=ggsave+pdf+\u65e5\u672c\u8a9e&amp;source=bl&amp;ots=GVX6GsEKuc&amp;sig=ACfU3U1UdNpsFj4e5IC6459gI_2MV2RBbA&amp;hl=ja&amp;sa=X&amp;ved=2ahUKEwiup9H3nrzmAhUCxYsBHSk-BfY4ChDoATABegQIChAB#v=onepage&amp;q=ggsave%20pdf%20\u65e5\u672c\u8a9e&amp;f=false<\/span>\r\n<span style=\"color: #ff0000;\">quartz(file = \"myplot.pdf\", type = \"pdf\", family = \"HiraKaku\", width = 5, height = 4,<\/span>\r\n<span style=\"color: #ff0000;\">       pointsize = 10)<\/span>\r\n<span style=\"color: #ff0000;\">print(myplot)<\/span>\r\n<span style=\"color: #ff0000;\">dev.off()<\/span><\/pre>\n<p>&nbsp;<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" class=\"wp-image-1311 size-full\" src=\"https:\/\/i0.wp.com\/anatomy.med.gunma-u.ac.jp\/protocols\/wp-content\/uploads\/2019\/12\/myplot.png?resize=840%2C672&#038;ssl=1\" alt=\"\" width=\"840\" height=\"672\" \/><\/p>\n<p>macOS 11.4\u3001RStudio 1.4.1717\u3001R 4.1.0\u3067\u3001\u307e\u305f\u3084\u3063\u3066\u307f\u305f\u3002<\/p>\n<pre># \u30b0\u30e9\u30d5\u306b\u65e5\u672c\u8a9e\u3092\u5165\u308c\u3066\u30d5\u30a1\u30a4\u30eb\u306b\u4fdd\u5b58\u3059\u308b\r\n# \u65e5\u672c\u8a9e\u304c\u6587\u5b57\u5316\u3051\u3059\u308b\u306e\u3067\u3001\u30cf\u30de\u308a\u304c\u3061\r\n\r\n# https:\/\/heavywatal.github.io\/rstats\/ggplot2.html \u3088\u308a\u6539\u5909\r\n\r\n# RStudio\u3092\u521d\u671f\u5316\r\nrm(list = ls()) # Environment\u3092\u521d\u671f\u5316\r\nif( dev.cur() &gt; 1 ) dev.off() # Plots\u3092\u521d\u671f\u5316\r\ncat( \"\\014\" ) # Console\u3092\u521d\u671f\u5316z\r\n\r\n# \u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u3092\u8aad\u307f\u8fbc\u3080\r\nlibrary(tidyverse)\r\n\r\n# \u7d44\u307f\u8fbc\u307f\u30c7\u30fc\u30bfmpg\u3092\u78ba\u8a8d\r\n# mpg\u306b\u3064\u3044\u3066\u306f\u3053\u3061\u3089\r\n# https:\/\/ggplot2.tidyverse.org\/reference\/mpg.html\r\nmpg\r\n\r\n# \u30b0\u30e9\u30d5\u3092\u63cf\u304f\r\np5 &lt;-\r\nggplot(data = mpg) + # mpg\u30c7\u30fc\u30bf\u3067\u30ad\u30e3\u30f3\u30d0\u30b9\u6e96\u5099\r\naes(x = displ, y = cty) + # displ,cty\u5217\u3092x,y\u8ef8\u306bmapping\r\ngeom_point() + # \u6563\u5e03\u56f3\u3092\u63cf\u304f\r\nfacet_wrap(~ drv) + # drv\u5217\u306b\u5fdc\u3058\u3066\u30d1\u30cd\u30eb\u5206\u5272\r\ntheme_bw() # \u30c6\u30fc\u30de\u3092bw\u306b\u5909\u66f4\r\nprint(p5)\r\n\r\n# PNG\u30d5\u30a1\u30a4\u30eb\u306b\u4fdd\u5b58\u3059\u308b\r\n# dpi\u3067\u89e3\u50cf\u5ea6\u3092\u6307\u5b9a\u3067\u304d\u308b\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\u306f300\uff09\u3002\u30d1\u30ef\u30dd\u3084Word\u306b\u306f300\u3067\u5341\u5206\u3002\u51fa\u7248\u539f\u7a3f\u306b\u306f\u5927\u304d\u304f\uff08600\u306a\u3069\uff09\r\nggsave(\"mpgE.png\", p5, width = 6, height = 4, dpi = 300)\r\n\r\n# PDF\u30d5\u30a1\u30a4\u30eb\u306b\u4fdd\u5b58\u3059\u308b\r\nggsave(\"mpgE.pdf\", p5, width = 6, height = 4)\r\n\r\n# \u30b0\u30e9\u30d5\u306b\u65e5\u672c\u8a9e\u3092\u5165\u308c\u3066\u307f\u308b\r\n# \u3053\u308c\u3060\u3068\u65e5\u672c\u8a9e\u304c\u5316\u3051\u308b\r\np6 &lt;-\r\np5 +\r\nxlab(\"\u6392\u6c17\u91cf\uff08\u30ea\u30c3\u30c8\u30eb\uff09\") + \r\nylab(\"\u71c3\u8cbb\uff08\u30de\u30a4\u30eb\/\u30ac\u30ed\u30f3\uff09\") \r\nprint(p6)\r\n\r\n# theme\u3067\u30d5\u30a9\u30f3\u30c8\u6307\u5b9a\u3092\u3059\u308b\u3068\u6587\u5b57\u5316\u3051\u304c\u76f4\u308b\r\np7 &lt;-\r\np6 +\r\ntheme_bw(base_family = \"HiraKakuPro-W3\") # \u65e5\u672c\u8a9e\u306e\u30d5\u30a9\u30f3\u30c8\u6307\u5b9a\uff1amacOS\u7528\r\nprint(p7)\r\n\r\n# PNG\u3067\u4fdd\u5b58\r\n# \u65e5\u672c\u8a9e\u3082\u5927\u4e08\u592b\u306a\u306f\u305a\r\nggsave(\"mpgJ.png\", p7, width = 6, height = 4)\r\n\r\n# PDF\u306b\u4fdd\u5b58\r\n# \u51fa\u7248\u7528\u306b\u306fPDF\u306e\u307b\u3046\u304c\u62e1\u5927\u7e2e\u5c0f\u306b\u8010\u3048\u308b\u306e\u3067\u3001\u51fa\u7248\u539f\u7a3f\u306b\u3057\u305f\u308a\u5927\u304d\u304f\u5370\u5237\u3059\u308b\u306a\u3069\u306e\u3068\u304d\u306b\u3088\u3044\r\n\r\n# ggsave\u3067\u4fdd\u5b58\u3057\u3066\u307f\u308b\r\n# \u65e5\u672c\u8a9e\u304c\u6d88\u3048\u3001\u30b0\u30e9\u30d5\u304c\u4e71\u308c\u308b\r\nggsave(\"mpgJ.pdf\", p7, width = 6, height = 4)\r\n\r\n# \u5225\u306a\u65b9\u6cd5\u3067\r\n# https:\/\/oku.edu.mie-u.ac.jp\/~okumura\/stat\/first.html\r\n# print()\u306e\u51fa\u529b\u5148\u3092Quartz\u306b\u3059\u308b\u3088\u3068\u6307\u5b9a\r\n# Quartz\u306fmacOS\u6a19\u6e96\u306e\u753b\u50cf\u51e6\u7406\u30a8\u30f3\u30b8\u30f3\u3067\u3001\u753b\u9762\u51fa\u529b\u3084\u7d19\u3078\u306e\u5370\u5237\u306a\u3069\u3092\u6271\u3063\u3066\u3044\u308b\r\n# \u3053\u306e\u5834\u5408Quartz\u3067\u63cf\u304b\u308c\u308b\u753b\u50cf\u3092\u30d5\u30a1\u30a4\u30eb\u306b\u300c\u5370\u5237\u300d\u3059\u308b\u3088\u3046\u306b\u6307\u5b9a\u3057\u3066\u3044\u308b\r\n# Mac\u3067\u3057\u304b\u4f7f\u3048\u306a\u3044\u65b9\u6cd5\r\n# pointsize=10\u304c\u30c7\u30d5\u30a9\u30eb\u30c8\u3089\u3057\u3044\u300210\u306e\u307e\u307e\u3067\u3088\u3051\u308c\u3070\u7701\u7565\u53ef\r\nquartz(file = \"mpgJ_quartz.pdf\", type = \"pdf\", family = \"HiraKaku\", width = 6, height = 4, pointsize = 10)\r\n# \u51fa\u529b\u3059\u308b\r\nprint(p7)\r\n# \u51fa\u529b\u5148\u3092\u30c7\u30d5\u30a9\u30eb\u30c8\uff08RStudio\u306ePlots\uff09\u306b\u623b\u3059\r\ndev.off()\r\n\r\n# \u3053\u306e\u5148\u306f\u53c2\u8003\u307e\u3067\r\n# \u6587\u5b57\u51e6\u7406\u3092\u56fd\u969b\u5316\u3059\u308b\u305f\u3081\u306eragg\u30d1\u30c3\u30b1\u30fc\u30b8\u304ctidyverse\u306e\u958b\u767a\u8005\u304b\u3089\u3067\u305f\r\n# \u30d5\u30a9\u30f3\u30c8\u95a2\u4fc2\u304c\u30b9\u30c3\u30ad\u30ea\u51e6\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3089\u3057\u3044\r\n# https:\/\/www.tidyverse.org\/blog\/2021\/02\/modern-text-features\/\r\nlibrary(ragg)\r\n\r\n# ggsave()\u3067\u30c7\u30d0\u30a4\u30b9\u3092agg_png, agg_tiff\u306a\u3069\u3068\u6307\u5b9a\u3059\u308b\r\n# \u30b0\u30e9\u30d5\u4e2d\u3067\u30d5\u30a9\u30f3\u30c8\u6307\u5b9a\u3057\u3066\u306a\u304f\u3066\u3082\uff08p6\u306e\u72b6\u614b\uff09\u3001\u65e5\u672c\u8a9e\u304c\u3067\u308b\r\nggsave(device = agg_png, \"mpgJ_ragg.png\", p6, width = 6, height = 4)\r\n\r\n# \u30c7\u30d0\u30a4\u30b9\u306bPDF\u304c\u306a\u3044\uff08agg_pdf\u3068\u3044\u3046\u306e\u306f\u306a\u3044\uff09\u306e\u3067\u3001PDF\u306b\u4fdd\u5b58\u3057\u305f\u3044\u3068\u304d\u306f\u4f7f\u3048\u306a\u3044\r\n\r\n# ragg\u3092\u5e38\u306b\u4f7f\u3046\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308b\r\n# RStudio\u3067\u3001Preferences &gt; General &gt; Graphics &gt; Backend \u3068\u9032\u307f\u3001AGG\u3092\u9078\u629e\u3059\u308b\r\n# \u3053\u3046\u3059\u308b\u3068Plots\u306e\u753b\u9762\u8868\u793a\u306b\u3082\u30d5\u30a1\u30a4\u30eb\u4fdd\u5b58\u306b\u3082AGG\u304c\u4f7f\u308f\u308c\u308b\u3088\u3046\u306b\u306a\u308b\r\n# \u3057\u304b\u3057PDF\u306b\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u306e\u3067\u3001\u305d\u306e\u5834\u5408\u306f\u7d50\u5c40\u4e0a\u306e\u65b9\u6cd5\u3067<\/pre>\n<p><a href=\"https:\/\/i0.wp.com\/anatomy.med.gunma-u.ac.jp\/protocols\/wp-content\/uploads\/2019\/12\/mpgJ.png\"><img data-recalc-dims=\"1\" decoding=\"async\" class=\"alignnone size-full wp-image-1472\" src=\"https:\/\/i0.wp.com\/anatomy.med.gunma-u.ac.jp\/protocols\/wp-content\/uploads\/2019\/12\/mpgJ.png?resize=840%2C560\" alt=\"\" width=\"840\" height=\"560\" srcset=\"https:\/\/i0.wp.com\/anatomy.med.gunma-u.ac.jp\/protocols\/wp-content\/uploads\/2019\/12\/mpgJ.png?w=1800&amp;ssl=1 1800w, https:\/\/i0.wp.com\/anatomy.med.gunma-u.ac.jp\/protocols\/wp-content\/uploads\/2019\/12\/mpgJ.png?resize=300%2C200&amp;ssl=1 300w, https:\/\/i0.wp.com\/anatomy.med.gunma-u.ac.jp\/protocols\/wp-content\/uploads\/2019\/12\/mpgJ.png?resize=1024%2C683&amp;ssl=1 1024w, https:\/\/i0.wp.com\/anatomy.med.gunma-u.ac.jp\/protocols\/wp-content\/uploads\/2019\/12\/mpgJ.png?resize=768%2C512&amp;ssl=1 768w, https:\/\/i0.wp.com\/anatomy.med.gunma-u.ac.jp\/protocols\/wp-content\/uploads\/2019\/12\/mpgJ.png?resize=1536%2C1024&amp;ssl=1 1536w, https:\/\/i0.wp.com\/anatomy.med.gunma-u.ac.jp\/protocols\/wp-content\/uploads\/2019\/12\/mpgJ.png?resize=120%2C80&amp;ssl=1 120w, https:\/\/i0.wp.com\/anatomy.med.gunma-u.ac.jp\/protocols\/wp-content\/uploads\/2019\/12\/mpgJ.png?w=1680 1680w\" sizes=\"(max-width: 840px) 100vw, 840px\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u300eR\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u30af\u30c3\u30af\u30d6\u30c3\u30af \u7b2c2\u7248\u300f\u306e\u8ffd\u88dcB\u306b\u3001\u30b0\u30e9\u30d5\u306b\u65e5\u672c\u8a9e\u3092\u5165\u308c\u308b\u65b9\u6cd5\u304c\u8a18\u3055\u308c\u3066\u3044\u308b\u3002\u3057\u304b\u3057\u3001PDF\u30d5\u30a1\u30a4\u30eb\u306b\u4fdd\u5b58\u3059\u308b\u307e\u3067\u306e\u65b9\u6cd5\u304c\u306a\u304b\u3063\u305f\u306e\u3067\u3001\u8abf\u3079\u305f\u3002 PNG\u30d5\u30a1\u30a4\u30eb\u306a\u3089\u3070\u666e\u901a\u306bggsave()\u3067\u5bfe\u5fdc\u3067\u304d\u308b\u304c\u3001<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[7,8],"tags":[],"class_list":["post-1310","post","type-post","status-publish","format-standard","hentry","category-computer-internet","category-publishing"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p4fFyn-l8","jetpack-related-posts":[],"_links":{"self":[{"href":"https:\/\/anatomy.med.gunma-u.ac.jp\/protocols\/index.php?rest_route=\/wp\/v2\/posts\/1310","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/anatomy.med.gunma-u.ac.jp\/protocols\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/anatomy.med.gunma-u.ac.jp\/protocols\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/anatomy.med.gunma-u.ac.jp\/protocols\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/anatomy.med.gunma-u.ac.jp\/protocols\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1310"}],"version-history":[{"count":3,"href":"https:\/\/anatomy.med.gunma-u.ac.jp\/protocols\/index.php?rest_route=\/wp\/v2\/posts\/1310\/revisions"}],"predecessor-version":[{"id":1473,"href":"https:\/\/anatomy.med.gunma-u.ac.jp\/protocols\/index.php?rest_route=\/wp\/v2\/posts\/1310\/revisions\/1473"}],"wp:attachment":[{"href":"https:\/\/anatomy.med.gunma-u.ac.jp\/protocols\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1310"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/anatomy.med.gunma-u.ac.jp\/protocols\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1310"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/anatomy.med.gunma-u.ac.jp\/protocols\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1310"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}