{"id":46400,"date":"2023-06-27T12:19:42","date_gmt":"2023-10-03T13:12:50","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46400-2\/"},"modified":"2024-04-30T10:55:48","modified_gmt":"2024-04-30T02:55:48","slug":"46400-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46400-2\/","title":{"rendered":""},"content":{"rendered":"<h1>\u6700\u7d42\u76ee\u7684<\/h1>\n<p>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u5168\u304f\u3084\u3063\u305f\u3053\u3068\u304c\u306a\u3044\u3068\u3044\u3046\u72b6\u614b\u304b\u3089\uff0c\u6a5f\u68b0\u5b66\u7fd2\u3092\u884c\u3048\u308b\u3088\u3046\u306b\u306a\u308b\u307e\u3067\uff0c\u9806\u306b\u52c9\u5f37\u3059\u308b\uff0e<\/p>\n<p>\u6295\u7a3f\u76ee\u6a19 \u30ea\u30c1\u30a6\u30e0\u30a4\u30aa\u30f3\u96fb\u6c60\u306e\u5145\u96fb\u7387\u4e88\u6e2c<\/p>\n<h1>\u958b\u767a\u74b0\u5883\u306e\u6e96\u5099<\/h1>\n<p>\u5206\u304b\u308b\u4eba\u306f\uff0c\u597d\u304d\u306a\u3088\u3046\u306b<br \/>\n\u5206\u304b\u3089\u306a\u3044\u4eba\u306f\uff0c\u4e0b\u8a18\u30ea\u30f3\u30af\u306e\u3088\u3046\u306b<br \/>\n\u4f5c\u308a\u305f\u304f\u306a\u3044\u4eba\u306f\uff0c\u4f5c\u3063\u3066\u3082\u3089\u3063\u305f\u74b0\u5883\u3067<\/p>\n<h1>\u7b2c\u4e00\u56de \u76ee\u6a19\u3068\u6d41\u308c<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u76ee\u6a19 : Python\u3092\u4f7f\u3063\u3066\uff0cCSV\u30d5\u30a1\u30a4\u30eb\u3092\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u5f62\u5f0f\u3067\u8aad\u307f\u8fbc\u307f\uff0c\u51fa\u529b\u3059\u308b\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u66f8\u304f<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u6d41\u308c :<\/ul>\n<\/li>\n<\/ul>\n<p>\u30b5\u30fc\u30d0\u30fc\u74b0\u5883\u3092\u3082\u3089\u3063\u3066\u6700\u521d\u306b\u3084\u308b\u3053\u3068<br \/>\n\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f<br \/>\n\u4f7f\u7528\u3059\u308b\u30a2\u30d7\u30ea\u3084\u8a00\u8a9e\u306e\u8aac\u660e<br \/>\nJupyter Notebook\u306e\u8d77\u52d5<br \/>\nipynb\u30d5\u30a1\u30a4\u30eb\u306e\u4f5c\u6210<br \/>\n\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u66f8\u304f\u3068\u304d\u306b\u6ce8\u610f\u3059\u308b\u3053\u3068<br \/>\nPython\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30dd\u30fc\u30c8<br \/>\n\u30d5\u30a1\u30a4\u30eb\u306e\u8aad\u307f\u8fbc\u307f\u3068\u51fa\u529b<\/p>\n<h1>\u30b5\u30fc\u30d0\u30fc\u74b0\u5883\u3092\u3082\u3089\u3063\u3066\u6700\u521d\u306b\u3084\u308b\u3053\u3068<\/h1>\n<h3>\u79d8\u5bc6\u9375\uff0c\u516c\u958b\u9375\u306e\u4f5c\u6210<\/h3>\n<p>\u79d8\u5bc6\u9375\uff0c\u516c\u958b\u9375\u3092\u4f5c\u6210\u3057\uff0c\u30b5\u30fc\u30d0\u30fc\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b(\u30ea\u30f3\u30af\u5148\u53c2\u7167)<\/p>\n<h3>\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u5909\u66f4<\/h3>\n<p>\u521d\u671f\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u5909\u66f4\u3059\u308b.<br \/>\n\u30bf\u30fc\u30df\u30ca\u30eb\u3067\u30ed\u30b0\u30a4\u30f3\u3057\u3066\uff0c\u521d\u671f\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u5165\u529b\u3057\uff0c<br \/>\n\u65b0\u3057\u3044\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u4e8c\u5ea6\u5165\u529b\u3059\u308b\uff0e<\/p>\n<pre class=\"post-pre\"><code>$ passwd \r\nCurrent password:\r\n\u65b0\u3057\u3044\u30d1\u30b9\u30ef\u30fc\u30c9:\r\n\u65b0\u3057\u3044\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u518d\u5165\u529b\u3057\u3066\u304f\u3060\u3055\u3044:\r\n<\/code><\/pre>\n<h3>Jupyter notebook\u306e\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3092\u8a18\u8ff0<\/h3>\n<p>jupyter notebook\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306f\uff0clocal\u304b\u3089\u3057\u304b\u63a5\u7d9a\u3067\u304d\u306a\u3044\u306e\u3067\uff0c<br \/>\n\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u60c5\u5831\u3092\u8ffd\u8a18\uff0e<br \/>\n\u203b0.0.0.0\u306f\u3059\u3079\u3066\u30a2\u30af\u30bb\u30b9\u3092\u8a31\u53ef\u3059\u308b\u8a2d\u5b9a\u306e\u305f\u3081\uff0c\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u306f\uff0c\u6ce8\u610f\u304c\u5fc5\u8981\uff0e\u4f7f\u7528\u3057\u3066\u3044\u306a\u3044\u3068\u304d\u306f\uff0cJupyter notebook\u3092\u30b7\u30e3\u30c3\u30c8\u30c0\u30a6\u30f3\u3059\u308b\u306a\u3069<\/p>\n<pre class=\"post-pre\"><code>$ jupyter notebook --generate-config\r\n$ sed -i \"$ a c.NotebookApp.ip = '0.0.0.0'\" .jupyter\/jupyter_notebook_config.py\r\n<\/code><\/pre>\n<p>Ctrl + C\u3067\u30b7\u30e3\u30c3\u30c8\u30c0\u30a6\u30f3\u3067\u304d\u308b\uff0e<\/p>\n<h1>\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f<\/h1>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d64c637434c4406d05736\/22-0.jpg%3Fcb%3D1623886145\" alt=\"thumbnail\" \/><\/div>\n<h1>\u4f7f\u7528\u3059\u308b\u30a2\u30d7\u30ea\u3084\u8a00\u8a9e\u306e\u8aac\u660e<\/h1>\n<p>\u4eca\u56de\u4f7f\u7528\u3059\u308b\u306e\u306f<br \/>\n&#8211; Python3<br \/>\n&#8211; pandas<br \/>\n&#8211; Jupyter Notebook<\/p>\n<h3>Python3<\/h3>\n<p>\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u578b\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u3072\u3068\u3064\uff0e<br \/>\n\u203bPython3\u3068Python2\u306f\u4e92\u63db\u6027\u304c\u306a\u3044\uff0e<br \/>\n\u30a4\u30f3\u30c7\u30f3\u30c8\u304c\u69cb\u6587\u898f\u5247\u3068\u3057\u3066\u4f7f\u7528\u3055\u308c\u3066\u304a\u308a\uff0c\u66f8\u304d\u3084\u3059\u304f\u8aad\u307f\u3084\u3059\u3044\u3068\u3044\u3046\u7279\u5fb4\u304c\u3042\u308b\uff0e<br \/>\n\u4f7f\u308f\u308c\u308b\u5206\u91ce\u304c\u5e83\u304f\u6a5f\u68b0\u5b66\u7fd2\u3067\u3082\u4f7f\u7528\u3055\u308c\u308b\uff0e<\/p>\n<p>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e : \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u8a00\u8a9e\u306e\u5185\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u8a18\u8ff0\u3059\u308b\u305f\u3081\u306e\u8a00\u8a9e\uff0e<br \/>\n\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u578b : \u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5b9f\u884c\u3059\u308b\u624b\u6bb5\u306e\u4e00\u3064\uff0e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u30921\u884c\u305a\u3064\u8aad\u307f\u3053\u307f\u5b9f\u884c\u547d\u4ee4\u3068\u3057\u3066\uff0c\u52d5\u4f5c\u3059\u308b\uff0e<\/p>\n<h4>pandas<\/h4>\n<p>Python\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u4e00\u3064\uff0e<br \/>\n\u30c7\u30fc\u30bf\u89e3\u6790\u3092\u652f\u63f4\u3059\u308b\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\uff0e<br \/>\n\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u3068\u3044\u3046\uff0c\u30c7\u30fc\u30bf\u64cd\u4f5c\u306e\u305f\u3081\u306e\u9ad8\u901f\u3067\u52b9\u7387\u7684\u306a\u72ec\u81ea\u306e\u30c7\u30fc\u30bf\u69cb\u9020\u3092\u5099\u3048\u3066\u304a\u308a\uff0c<br \/>\n\u6a5f\u68b0\u5b66\u7fd2\u306e\u524d\u51e6\u7406\u3092\u52b9\u7387\u7684\u306b\u884c\u3046\u3053\u3068\u304c\u53ef\u80fd\uff0e<\/p>\n<h3>Jupyter Notebook<\/h3>\n<p>Jupyter Notebook\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u4f5c\u6210\u30fb\u5171\u6709\u3059\u308b\u305f\u3081\u306eWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\uff0e<br \/>\nIPython\u306eREPL\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\uff0e<br \/>\nJupyter Notebook\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u30b3\u30fc\u30c9\u3001Markdown\u30c6\u30ad\u30b9\u30c8\u3001\u6570\u5f0f\u3001\u56f3\u5f0f\u7b49\u3092\u542b\u3080\u3053\u3068\u304c\u3067\u304d\uff0c<br \/>\n\u4e0b\u8a18\u306e\u3053\u3068\u304c\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u53ef\u80fd\uff0e<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u6570\u5024\u8a08\u7b97\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u7d50\u679c\u306e\u8868\u793a<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u7d71\u8a08\u89e3\u6790\u30b3\u30fc\u30c9\u3068\u305d\u306e\u5b9f\u884c\u7d50\u679c\u30b0\u30e9\u30d5\u306e\u8868\u793a<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3068\u63a8\u8ad6\u51fa\u529b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30d7\u30ed\u30b0\u30e9\u30e0\u3068\u305d\u306e\u7d50\u679c\u3092\u518d\u5b9f\u884c\u53ef\u80fd<\/ul>\n<p>IPython : Python\u3092\u5bfe\u8a71\u7684\u306b\u5b9f\u884c\u3059\u308b\u305f\u3081\u306e\u30b7\u30a7\u30eb\uff0e<br \/>\nREPL : \u5165\u529b\u30fb\u8a55\u4fa1\u30fb\u51fa\u529b\u306e\u30eb\u30fc\u30d7\uff0e\u30e6\u30fc\u30b6\u30fc\u3068\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u304c\u5bfe\u8a71\u7684\u306b\u30b3\u30fc\u30c9\u7247\u3092\u5b9f\u884c\u3067\u304d\u308b\uff0e<\/p>\n<h1>Jupyter Notebook\u306e\u8d77\u52d5<\/h1>\n<p>SSH\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u304b\u3089\u30bf\u30fc\u30df\u30ca\u30eb\u3092\u4f7f\u3044\uff0cJupyter Notebook\u3092\u8d77\u52d5.<br \/>\n(SSH\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u304c\u5206\u304b\u3089\u306a\u3044\u5834\u5408\u306f\uff0cWindows\u306e\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30c8\u304b\u3089\u4f7f\u7528\u53ef\u80fd)<\/p>\n<pre class=\"post-pre\"><code>$ jupyter notebook\r\n<\/code><\/pre>\n<p>\u8d77\u52d5\u5f8c\u306b\u8868\u793a\u3055\u308c\u308b\u30ea\u30f3\u30af\u3092\u30d6\u30e9\u30a6\u30b6\u3067\u8d77\u52d5\u3057\uff0c<br \/>\n\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u304b\u3089\u5b66\u7fd2\u7528\u306e\u30c7\u30fc\u30bf\u3092\u8a2d\u7f6e\u3059\u308b\uff0e<br \/>\n\u30bf\u30fc\u30df\u30ca\u30eb\u306b\u623b\u308a\uff0c\u30c7\u30fc\u30bf\u3092\u89e3\u51cd\u3059\u308b\uff0e<\/p>\n<pre class=\"post-pre\"><code>$ unzip data.zip\r\n$ cd data\r\n$ unzip train.zip\r\n<\/code><\/pre>\n<h1>ipynb\u30d5\u30a1\u30a4\u30eb\u306e\u4f5c\u6210<\/h1>\n<p>Python\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u66f8\u304f\u305f\u3081\u306b<br \/>\n\u307e\u305a\u306f\uff0c\u30d6\u30e9\u30a6\u30b6\u3092\u958b\u304d\uff0c<br \/>\n\u65b0\u898f\u4f5c\u6210\u30dc\u30bf\u30f3\u304b\u3089\uff0cPython3\u3092\u9078\u629e\u3059\u308b\uff0e<br \/>\nipynb\u30d5\u30a1\u30a4\u30eb\u304c\u4f5c\u6210\u3055\u308c\u308b\uff0e<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d64c637434c4406d05736\/41-0.png\" alt=\"img10.png\" \/><\/div>\n<h1>Python\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30dd\u30fc\u30c8<\/h1>\n<p>\u4eca\u56de\u4f7f\u7528\u3059\u308bpandas\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30dd\u30fc\u30c8<br \/>\n\u203b\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30dd\u30fc\u30c8\u306f\uff0c\u57fa\u672c\u7684\u306b\u30b3\u30fc\u30c9\u306e\u6700\u521d\u306b\u884c\u3046\u5fc5\u8981\u304c\u3042\u308b\uff0e\u7406\u7531\u306fPython\u306f\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u578b\u3067\u3042\u308a\uff0c\u30a4\u30f3\u30dd\u30fc\u30c8\u3068\u3057\u305f\u884c\u3088\u308a\u4e0b\u306e\u884c\u3067\u3057\u304b\u53cd\u6620\u3055\u308c\u306a\u3044\u305f\u3081\uff0e<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">pandas<\/span> <span class=\"k\">as<\/span> <span class=\"n\">pd<\/span>\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d64c637434c4406d05736\/45-0.png\" alt=\"img11.png\" \/><\/div>\n<h1>CSV\u30d5\u30a1\u30a4\u30eb\u306e\u8aad\u307f\u8fbc\u307f\u3068\u51fa\u529b<\/h1>\n<pre class=\"post-pre\"><code><span class=\"n\">filename<\/span> <span class=\"o\">=<\/span> <span class=\"s\">\"data\/train\/n10degC_Cycle_1_Pan18650PF.csv\"<\/span>\r\n<span class=\"n\">raw_dataset<\/span> <span class=\"o\">=<\/span> <span class=\"n\">pd<\/span><span class=\"p\">.<\/span><span class=\"n\">read_csv<\/span><span class=\"p\">(<\/span><span class=\"n\">filename<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">df<\/span> <span class=\"o\">=<\/span> <span class=\"n\">raw_dataset<\/span><span class=\"p\">.<\/span><span class=\"n\">copy<\/span><span class=\"p\">()<\/span>\r\n<span class=\"k\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">df<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<p>1\u884c\u76ee\u3067CSV\u30d5\u30a1\u30a4\u30eb\u30d1\u30b9\u3092\u6307\u5b9a\uff0e<br \/>\n2\u884c\u76ee\u3067\u305d\u306e\u30d5\u30a1\u30a4\u30eb\u3092pandas\u306e\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u5f62\u5f0f\u3067\u547c\u3073\u51fa\u3059\uff0e\u3053\u306e\u6642\uff0c\u5f15\u6570\u306b\u30d5\u30a1\u30a4\u30eb\u30d1\u30b9\u4ee5\u5916\u6307\u5b9a\u3057\u3066\u3044\u306a\u3044\u306e\u3067\uff0c\u81ea\u52d5\u7684\u306bCSV\u30d5\u30a1\u30a4\u30eb\u306e1\u884c\u76ee\u304c\u30ab\u30e9\u30e0\u540d\u3068\u3057\u3066\u4f7f\u7528\u3055\u308c\u308b\uff0e<br \/>\n3\u884c\u76ee\u306f\u547c\u3073\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u3092\u30b3\u30d4\u30fc\u3057\u3066\u3044\u308b\uff0e<br \/>\n\u203b pandas\u306e\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u306f\u53c2\u7167\u6e21\u3057\u3092\u884c\u3046\u305f\u3081\uff0c\u4e0b\u8a18\u306e\u3088\u3046\u306b\u306f\u66f8\u304f\u3068\u304d\u306f\u6ce8\u610f\u304c\u5fc5\u8981\uff0e\u8907\u88fd\u3092\u4f5c\u308b\u5834\u5408\u306fcopy()\u3092\u4f7f\u7528\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\uff0ecopy()\u3092\u4f7f\u308f\u306a\u3044\u5834\u5408\uff0cdf\u306e\u4e2d\u8eab\u3092\u5909\u66f4\u3057\u305f\u6642\u306b\uff0c\u53c2\u7167\u5143\u3067\u3042\u308braw_dataset\u306e\u4e2d\u8eab\u3082\u5909\u66f4\u3055\u308c\u308b\uff0e<\/p>\n<pre class=\"post-pre\"><code><span class=\"n\">df<\/span> <span class=\"o\">=<\/span> <span class=\"n\">raw_dataset<\/span> <span class=\"c1\">#\u3053\u306e\u8a18\u8ff0\u306f\u30c0\u30e1\r\n<\/span><\/code><\/pre>\n<p>4\u884c\u76ee\u306f\uff0c\u547c\u3073\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u306e\u5185\u5bb9\u3092\u51fa\u529b\u3057\u3066\u3044\u308b\uff0e<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d64c637434c4406d05736\/51-0.png\" alt=\"img12.png\" \/><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u6700\u7d42\u76ee\u7684 \u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u5168\u304f\u3084\u3063\u305f\u3053\u3068\u304c\u306a\u3044\u3068\u3044\u3046\u72b6\u614b\u304b\u3089\uff0c\u6a5f\u68b0\u5b66\u7fd2\u3092\u884c\u3048\u308b\u3088\u3046\u306b\u306a\u308b\u307e\u3067\uff0c\u9806\u306b\u52c9\u5f37\u3059\u308b\uff0e  [&hellip;]<\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46400","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - 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