{"id":651,"date":"2021-12-09T10:56:28","date_gmt":"2021-12-09T01:56:28","guid":{"rendered":"https:\/\/aiacademy.jp\/media\/?p=651"},"modified":"2024-07-25T11:48:10","modified_gmt":"2024-07-25T02:48:10","slug":"pandas-dataframe%e3%81%ae%e3%81%a8%e3%81%ab%e9%96%a2%e3%81%97%e3%81%a6-%e3%82%ab%e3%83%a9%e3%83%a0%e5%8f%96%e5%be%97%e6%96%b9%e6%b3%95%e3%82%92%e7%90%86%e8%a7%a3%e3%81%97%e3%82%88%e3%81%86","status":"publish","type":"post","link":"https:\/\/aiacademy.jp\/media\/?p=651","title":{"rendered":"Pandas DataFrame\u306e[]\u3068[[]]\u306b\u95a2\u3057\u3066 \u30ab\u30e9\u30e0\u53d6\u5f97\u65b9\u6cd5\u3092\u7406\u89e3\u3057\u3088\u3046\uff01"},"content":{"rendered":"<div id=\"sgb-css-id-1\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-font-size is-style-fill has-medium-font-size\"><a class=\"wp-block-button__link has-vivid-green-cyan-background-color has-background wp-element-button\" href=\"https:\/\/lin.ee\/3E4GzWk\" rel=\"nofollow noopener\" target=\"_blank\">LINE\u53cb\u3060\u3061\u767b\u9332 \u25b6 Python\u30b3\u30fc\u30b9 \u25b6 \u53d7\u8b1b\u5272\u5f15\u30af\u30fc\u30dd\u30f3 \u7121\u6599\u52d5\u753b<\/a><\/div>\n<\/div>\n<\/div>\n\n\n<p><a href=\"https:\/\/aiacademy.jp\/media\/?p=152\">\u524d\u56de\u306e\u8a18\u4e8b<\/a>\u3067\u306fPandas\u306e\u57fa\u672c\u306b\u95a2\u3057\u3066\u8aac\u660e\u81f4\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u304a\u3055\u3089\u3044\u3067\u3059\u304c\u3001<strong><em>Pandas(\u30d1\u30f3\u30c0\u30b9)\u3068\u306f\u3001\u30c7\u30fc\u30bf\u89e3\u6790\u3092\u5bb9\u6613\u306b\u3059\u308b\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308bPython\u306e\u30c7\u30fc\u30bf\u89e3\u6790\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002<\/em><\/strong>\u305d\u306e\u305f\u3081Python\u3067\u30c7\u30fc\u30bf\u51e6\u7406\u3084\u7d71\u8a08\u89e3\u6790\u542b\u3080\u30c7\u30fc\u30bf\u5206\u6790\u3059\u308b\u4e0a\u3067\u306f\u5fc5\u9808\u30c4\u30fc\u30eb\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>Pandas\u3092\u4f7f\u3046\u3053\u3068\u3067\u4ee5\u4e0b\u306e\u4e8b\u304c\u3067\u304d\u308b\u3053\u3068\u306b\u95a2\u3057\u3066\u3082\u89e6\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>CSV\u3084Excel\u3001RDB\u306a\u3069\u306b\u30c7\u30fc\u30bf\u3092\u5165\u51fa\u529b\u3067\u304d\u308b<br>\u30c7\u30fc\u30bf\u524d\u51e6\u7406(NaN \/ Not a Number\u3001\u6b20\u640d\u5024)<br>\u30c7\u30fc\u30bf\u306e\u7d50\u5408\u3084\u90e8\u5206\u7684\u306a\u53d6\u308a\u51fa\u3057\u3084\u30d4\u30dc\u30c3\u30c9(pivot)\u51e6\u7406<br>\u30c7\u30fc\u30bf\u306e\u96c6\u7d04\u53ca\u3073\u30b0\u30eb\u30fc\u30d7\u6f14\u7b97<br>\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u306e\u7d71\u8a08\u51e6\u7406<\/p>\n<\/blockquote>\n\n\n\n<p>\u4eca\u56de\u306e\u8a18\u4e8b\u3067\u306fDataFrame\u304b\u3089\u30ab\u30e9\u30e0\u3092\u53d6\u5f97\u3059\u308b\u306b[]\u3068[[]]\u306e\u8a18\u8ff0\u306e\u9055\u3044\u306b\u95a2\u3057\u3066\u89e6\u308c\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3068\u3066\u3082\u5927\u4e8b\u3067\u3059\u306e\u3067\u3057\u3063\u304b\u308a\u3068\u7406\u89e3\u3057\u6271\u3048\u308b\u3088\u3046\u306b\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"toc\">    <div id=\"toc_container\" class=\"sgb-toc--no-bullets js-smooth-scroll\" data-dialog-title=\"Table of Contents\">\n      <p class=\"toc_title\">\u76ee\u6b21 <\/p>\n      <ul class=\"toc_list\">  <li class=\"first\">    <span><\/span>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-0\">DataFrame\u306e[]\u3068[[]]\u306b\u95a2\u3057\u3066<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-1\">\u30ab\u30e9\u30e0\u540d\u306e\u53d6\u5f97\u306b\u95a2\u3057\u3066<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-2\">\u304a\u308f\u308a\u306b<\/a>  <\/li>  <li class=\"last\">    <a href=\"#i-3\">\u30c7\u30fc\u30bf\u5206\u6790\u3084\u7d71\u8a08\u5b66\u3092\u52b9\u7387\u7684\u306b\u5b66\u3076\u306b\u306f\u2026<\/a>  <\/li><\/ul>\n      \n    <\/div><\/div><div class=\"toc\"><p><\/p>\n<\/div><h2 class=\"wp-block-heading\" id=\"i-0\">DataFrame\u306e[]\u3068[[]]\u306b\u95a2\u3057\u3066<\/h2>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0 \u304b\u3089\u30ab\u30e9\u30e0\u3092\u53d6\u308a\u51fa\u3059\u969b\u306b\u3001[]\u3082\u3057\u304f\u306f[[]]\u3092\u7528\u3044\u3066\u30ab\u30e9\u30e0\u3092\u53d6\u5f97\u3059\u308b\u4e8b\u304c\u51fa\u6765\u307e\u3059\u304c\u3001\u3053\u306e2\u3064\u306e\u9055\u3044\u3054\u5b58\u77e5\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n\n\n\n<p>\u7d50\u8ad6\u304b\u3089\u5148\u306b\u8aac\u660e\u3057\u307e\u3059\u3068\u3001<strong><code>['\u30ab\u30e9\u30e0\u540d']<\/code>\u3067\u53d6\u5f97\u3059\u308b\u3068Series\u578b<\/strong>\u306b\u306a\u308a<strong>\u3001<code>[['\u30ab\u30e9\u30e0\u540d']]<\/code>\u3067\u53d6\u5f97\u3059\u308b\u3068DataFrame\u578b<\/strong>\u306b\u306a\u308a\u307e\u3059\u3002scikit-learn\u3068\u3044\u3046\u6a5f\u68b0\u5b66\u7fd2\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u7528\u3044\u308b\u969b\u306b\u306f\u3001DataFrame\u578b\u306e\u65b9\u304c\u6271\u3044\u3084\u3059\u3044\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u306e\u3067<code>[['\u30ab\u30e9\u30e0\u540d']]<\/code>\u3067\u53d6\u5f97\u3059\u308b\u3088\u3046\u306b\u7fd2\u6163\u5316\u3057\u3066\u304a\u304f\u3068\u826f\u3044\u3067\u3059\u3002\u307e\u305f\u3001<code>[['\u30ab\u30e9\u30e0\u540d']]<\/code>\u3092\u5229\u7528\u3059\u308b\u5834\u5408\u3001\u8907\u6570\u306e\u30ab\u30e9\u30e0\u3092\u6b21\u306e\u3088\u3046\u306b\u53d6\u5f97\u3059\u308b\u4e8b\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>[['\u30ab\u30e9\u30e0\u540d1', '\u30ab\u30e9\u30e0\u540d2']]<\/code><\/pre>\n\n\n\n<p>2\u3064\u4ee5\u4e0a\u306e\u30ab\u30e9\u30e0\u3092\u53d6\u5f97\u3059\u308b\u306b\u306f\u3001<code>[]<\/code>\u30681\u91cd\u62ec\u5f27\u3067\u306f\u306a\u304f\u3001<code>[[]]<\/code>\u3068\u4e8c\u91cd\u62ec\u5f27\u3092\u5229\u7528\u3057\u306a\u3044\u3068\u53d6\u5f97\u3067\u304d\u306a\u3044\u305f\u3081\u3001\u8907\u6570\u306e\u30ab\u30e9\u30e0\u540d\u3092\u53d6\u5f97\u3057\u305f\u3044\u5834\u5408\u306b\u306f\u3001<code>[[]]<\/code>\u3068\u4e8c\u91cd\u62ec\u5f27\u3092\u5229\u7528\u3067\u304d\u308b\u70b9\u3082\u7406\u89e3\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u4e0b\u8a18\u306e\u8a18\u6cd5\u3067\u5f97\u3089\u308c\u308b\u30c7\u30fc\u30bf\u578b\u306b\u95a2\u3057\u3066\u3057\u3063\u304b\u308a\u6291\u3048\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>df.\u30ab\u30e9\u30e0 # Series\u578b\ndf['\u30ab\u30e9\u30e0'] # Series\u578b\ndf[['\u30ab\u30e9\u30e0']] # DataFrame\u578b<\/code><\/pre>\n\n\n\n<p>\u307e\u305f\u4e0a\u8a183\u3064\u306b\u5bfe\u3057\u3001<code>.values<\/code>\u3092\u7528\u3044\u308b\u3053\u3068\u3067NumPy\u306e<code>ndarray<\/code>\u578b\u306b\u306a\u308b\u70b9\u3082\u3057\u3063\u304b\u308a\u7406\u89e3\u3057\u3066\u304a\u304f\u3068\u826f\u3044\u3067\u3059\u3002\u203b1\u884c\u3081\u306e<code>df.\u30ab\u30e9\u30e0\u540d<\/code>\u306e\u5834\u5408\u3001\u30ab\u30e9\u30e0\u540d\u304c\u65e5\u672c\u8a9e\uff08\u6587\u5b57\u5217\uff09\u3084\u6570\u5b57\u306e\u5834\u5408\u53d6\u5f97\u3067\u304d\u306a\u3044\u305f\u3081\u3001<code>[]<\/code>\u3084<code>[[]]<\/code>\u306e\u6319\u52d5\u3092\u7406\u89e3\u3057\u305f\u4e0a\u3067\u3001\u306a\u308b\u3079\u304f<code>[]<\/code>\u3084<code>[[]]<\/code>\u3001<code>.loc<\/code>\u3067\u30ab\u30e9\u30e0\u3092\u53d6\u5f97\u3059\u308b\u7fd2\u6163\u3092\u3064\u3051\u3066\u304a\u304f\u3068\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-1\">\u30ab\u30e9\u30e0\u540d\u306e\u53d6\u5f97\u306b\u95a2\u3057\u3066<\/h2>\n\n\n\n<p>\u4e0a\u8a18\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001\u30ab\u30e9\u30e0\u540d\u3092\u53d6\u5f97\u3059\u308b\u969b\u306b\u3001\u4e0b\u8a18\u306e2\u901a\u308a\u304c\u3042\u308b\u3053\u3068\u3092\u8aac\u660e\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>df['\u30ab\u30e9\u30e0'] # Series\u578b\ndf[['\u30ab\u30e9\u30e0']] # DataFrame\u578b<\/code><\/pre>\n\n\n\n<p>\u4ed6\u306b\u3082df.\u30ab\u30e9\u30e0 \u3068\u3059\u308b\u4e8b\u3067\u3001 Series\u578b\u3067\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3067\u3059\u304c\u3001\u306a\u308b\u3079\u304f<meta charset=\"utf-8\">df.\u30ab\u30e9\u30e0 \u306e\u53d6\u5f97\u306f\u907f\u3051\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u7406\u7531\u3068\u3057\u307e\u3057\u3066\u306f\u3001\u30ab\u30e9\u30e0\u540d\u304c\u65e5\u672c\u8a9e\u306e\u5834\u5408\u3001\u4ee5\u4e0b\u306e11\u884c\u76ee\u306e\u3088\u3046\u306b\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u3066\u3057\u307e\u3046\u305f\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u30a8\u30e9\u30fc\u306b\u306a\u3063\u3066\u3057\u307e\u3046\u30b5\u30f3\u30d7\u30eb\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import pandas as pd\ndf = pd.DataFrame([[\"10\", \"\u3042\"], [\"abc\", 50]], index=[\"1\u884c\", \"2\u884c\"],\ncolumns=[\"abc\", \"2\u5217\"]) \n\n# df\n\nprint(df[\"abc\"])\nprint(df.abc)\n\nprint(df[\"2\u5217\"])\nprint(df.2\u5217) # \u3053\u3053\u3067\u30a8\u30e9\u30fc\u304c\u767a\u751f<\/code><\/pre>\n\n\n\n<p>\u4e0a\u8a18\u306e\u3088\u3046\u306b\u3001<meta charset=\"utf-8\">df.\u30ab\u30e9\u30e0 \u3092\u7528\u3044\u308b\u969b\u306b\u3001\u30ab\u30e9\u30e0\u304c\u6570\u5b57\u3067\u59cb\u307e\u308b\u6587\u5b57\u5217\u306a\u3069\u306e\u5834\u5408\u30a8\u30e9\u30fc\u306b\u306a\u3063\u3066\u3057\u307e\u3046\u305f\u3081\u3001<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u306e\uff12\u3064\u306e\u65b9\u6cd5\u3092\u53d6\u5f97\u3057\u305f\u3044\u30c7\u30fc\u30bf\u578b\u306b\u3088\u3063\u3066\u4f7f\u3044\u5206\u3051\u3067\u304d\u308b\u3088\u3046\u3057\u3066\u304a\u304f\u306e\u304c\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><meta charset=\"utf-8\">df['\u30ab\u30e9\u30e0'] # Series\u578b\ndf[['\u30ab\u30e9\u30e0']] # DataFrame\u578b<\/code><\/pre>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-2\">\u304a\u308f\u308a\u306b<\/h1>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306fPandas DataFrame\u306e[]\u3068[[]]\u306b\u95a2\u3057\u3066 \u30ab\u30e9\u30e0\u53d6\u5f97\u65b9\u6cd5\u306b\u95a2\u3057\u3066\u89e3\u8aac\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u4eca\u56de\u89e3\u8aac\u3057\u305f\u5185\u5bb9\u306fPandas\u306e\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0 \u3092\u6271\u3046\u4e0a\u3067\u5fc5\u305a\u899a\u3048\u3066\u304a\u3044\u305f\u307b\u3046\u304c\u826f\u3044\u64cd\u4f5c\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u662f\u975e\u3057\u3063\u304b\u308a\u3068\u4f7f\u3044\u3053\u306a\u305b\u308b\u3088\u3046\u306b\u7df4\u7fd2\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-3\">\u30c7\u30fc\u30bf\u5206\u6790\u3084\u7d71\u8a08\u5b66\u3092\u52b9\u7387\u7684\u306b\u5b66\u3076\u306b\u306f\u2026<\/h1>\n\n\n\n<p>\u30c7\u30fc\u30bf\u5206\u6790\u3084\u7d71\u8a08\u5b66\u3092\u72ec\u5b66\u3067\u5b66\u3076\u306e\u306f\u5927\u5909\u3067\u3059\u3088\u306d\u3002\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u3088\u3046\u306a\u65b9\u306f\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5229\u7528\u3059\u308b\u306e\u304c\u826f\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p>AI Academy Bootcamp\u3067\u306f6\u30f6\u6708\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3084\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u8cea\u554f\u3057\u653e\u984c\u304b\u3064\u3001\u4f53\u7cfb\u7684\u306b\u5b66\u3079\u308b\u52d5\u753b\u30b3\u30f3\u30c6\u30f3\u30c4\u3084440\u7a2e\u985e\u4ee5\u4e0a\u306e\u30c6\u30ad\u30b9\u30c8\u30b3\u30f3\u30c6\u30f3\u30c4\u3067\u5b66\u3079\u306635,000\uff08\u7a0e\u8fbc\uff09\u3067\u53d7\u8b1b\u51fa\u6765\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/aiacademy.jp\/bootcamp\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"341\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-1024x341.png\" alt=\"\" class=\"wp-image-691\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-1024x341.png 1024w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-300x100.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-768x256.png 768w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-940x313.png 940w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/a><\/figure>\n\n\n\n<p>\u662f\u975e\u30b5\u30fc\u30d3\u30b9\u3092\u6d3b\u7528\u3057\u3001\u52b9\u7387\u3088\u304f\u3001\u7d71\u8a08\u5b66\u3084\u6a5f\u68b0\u5b66\u7fd2\u3092\u8eab\u306b\u3064\u3051\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u56de\u306e\u8a18\u4e8b\u3067\u306fPandas\u306e\u57fa\u672c\u306b\u95a2\u3057\u3066\u8aac\u660e\u81f4\u3057\u307e\u3057\u305f\u3002 \u304a\u3055\u3089\u3044\u3067\u3059\u304c\u3001Pandas(\u30d1\u30f3\u30c0\u30b9)\u3068\u306f\u3001\u30c7\u30fc\u30bf\u89e3\u6790\u3092\u5bb9\u6613\u306b\u3059\u308b\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308bPython\u306e\u30c7\u30fc\u30bf\u89e3\u6790\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002\u305d\u306e\u305f\u3081Python\u3067\u30c7\u30fc\u30bf\u51e6\u7406\u3084\u7d71\u8a08\u89e3 &#8230; <\/p>\n","protected":false},"author":1,"featured_media":655,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85,105],"tags":[],"class_list":{"0":"post-651","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-python","8":"category-105"},"_links":{"self":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/651","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=651"}],"version-history":[{"count":5,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/651\/revisions"}],"predecessor-version":[{"id":4606,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/651\/revisions\/4606"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/media\/655"}],"wp:attachment":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=651"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=651"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=651"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}