{"id":1067,"date":"2023-07-27T18:53:24","date_gmt":"2023-07-27T18:53:24","guid":{"rendered":"https:\/\/statorials.org\/ja\/python%e5%a4%9a%e5%a4%89%e9%87%8f%e6%ad%a3%e8%a6%8f%e6%80%a7%e3%83%86%e3%82%b9%e3%83%88\/"},"modified":"2023-07-27T18:53:24","modified_gmt":"2023-07-27T18:53:24","slug":"python%e5%a4%9a%e5%a4%89%e9%87%8f%e6%ad%a3%e8%a6%8f%e6%80%a7%e3%83%86%e3%82%b9%e3%83%88","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/python%e5%a4%9a%e5%a4%89%e9%87%8f%e6%ad%a3%e8%a6%8f%e6%80%a7%e3%83%86%e3%82%b9%e3%83%88\/","title":{"rendered":"Python \u3067\u591a\u5909\u91cf\u6b63\u898f\u6027\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u5358\u4e00\u306e\u5909\u6570\u304c\u6b63\u898f\u5206\u5e03\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u30c6\u30b9\u30c8\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/span> <a href=\"https:\/\/statorials.org\/ja\/\u3044\u304f\u3064\u304b\u306epython\u30d5\u309a\u30ed\u30c3\u30c8\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #000000;\">&nbsp;<\/span> QQ \u30d7\u30ed\u30c3\u30c8<\/a><span style=\"color: #000000;\">\u3067\u5206\u5e03\u3092\u8996\u899a\u5316\u3059\u308b\u3053\u3068\u3082\u3001<\/span> <a href=\"https:\/\/statorials.org\/ja\/\u30a2\u30f3\u30bf\u3099\u30fc\u30bd\u30f3\u30fb\u30c1\u30a7\u30ea\u30fb\u30c6\u30b9\u30c8python\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3 \u30c0\u30fc\u30ea\u30f3\u30b0 \u30c6\u30b9\u30c8<\/a><span style=\"color: #000000;\">\u3084<\/span><a href=\"https:\/\/statorials.org\/ja\/jarque-\u306f\u30c6\u30b9\u30c8-python-\u306b\u306a\u308a\u307e\u3059\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30cf\u30eb\u30b1 \u30d9\u30e9 \u30c6\u30b9\u30c8<\/a>\u306a\u3069\u306e\u6b63\u5f0f\u306a\u7d71\u8a08\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059<span style=\"color: #000000;\">\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u305f\u3060\u3057\u3001<em>\u8907\u6570\u306e<\/em>\u5909\u6570\u304c\u30b0\u30eb\u30fc\u30d7\u3068\u3057\u3066\u6b63\u898f\u5206\u5e03\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u30c6\u30b9\u30c8\u3057\u305f\u3044\u5834\u5408\u306f\u3001<strong>\u591a\u5909\u91cf\u6b63\u898f\u6027\u30c6\u30b9\u30c8<\/strong>\u3092\u5b9f\u884c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001Python \u3067\u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u3057\u3066 Henze-Zirkler \u591a\u5909\u91cf\u6b63\u898f\u6027\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u95a2\u9023:<\/strong>\u591a\u5909\u91cf\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3067\u5916\u308c\u5024\u3092\u7279\u5b9a\u3057\u305f\u3044\u5834\u5408\u306f\u3001<\/span> <a href=\"https:\/\/statorials.org\/ja\/\u30de\u30cf\u30e9\u30ce\u30d2\u3099\u30b9\u30ea\u30e2\u30fc\u30c8python\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30de\u30cf\u30e9\u30ce\u30d3\u30b9\u8ddd\u96e2<\/a>\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059<span style=\"color: #000000;\">\u3002<\/span><\/p>\n<h3><strong>\u4f8b: Python \u3067\u306e Henze-Zirkler \u591a\u5909\u91cf\u6b63\u898f\u6027\u30c6\u30b9\u30c8<\/strong><\/h3>\n<p><span style=\"color: #000000;\"><strong>Henze-Zirkler \u591a\u5909\u91cf\u6b63\u898f\u6027\u691c\u5b9a\u306f\u3001<\/strong>\u5909\u6570\u306e\u30b0\u30eb\u30fc\u30d7\u304c\u591a\u5909\u91cf\u6b63\u898f\u5206\u5e03\u306b\u5f93\u3046\u304b\u3069\u3046\u304b\u3092\u5224\u5b9a\u3057\u307e\u3059\u3002\u691c\u5b9a\u306e\u5e30\u7121\u4eee\u8aac\u3068\u5bfe\u7acb\u4eee\u8aac\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">H <sub>0<\/sub> (null): \u5909\u6570\u306f\u591a\u5909\u91cf\u6b63\u898f\u5206\u5e03\u306b\u5f93\u3044\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">H <sub>a<\/sub> (\u4ee3\u66ff): \u5909\u6570\u306f\u591a\u5909\u91cf\u6b63\u898f\u5206\u5e03<em>\u306b\u5f93\u3044\u307e\u305b\u3093<\/em>\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c6\u30b9\u30c8\u3092 Python \u3067\u5b9f\u884c\u3059\u308b\u306b\u306f\u3001\u30da\u30f3\u30ae\u30f3 \u30e9\u30a4\u30d6\u30e9\u30ea\u306e<a href=\"https:\/\/pingouin-stats.org\/generated\/pingouin.multivariate_normality.html\" target=\"_blank\" rel=\"noopener noreferrer\">multivariate_normality()<\/a>\u95a2\u6570\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u307e\u305a\u3001\u30da\u30f3\u30ae\u30f3\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>pip <span style=\"color: #008000;\">install<\/span> penguin\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6b21\u306b\u3001 <strong>multivariate_normality()<\/strong>\u95a2\u6570\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u3001\u305d\u308c\u3092\u4f7f\u7528\u3057\u3066\u3001\u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u3057\u3066\u591a\u5909\u91cf\u6b63\u898f\u6027\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#import necessary packages<\/span>\n<span style=\"color: #008000;\">from<\/span> penguin <span style=\"color: #008000;\">import<\/span> multivariate_normality\n<span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n<span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#create a dataset with three variables x1, x2, and x3\n<span style=\"color: #000000;\">df = pd.DataFrame({'x1':np.random.normal(size= <span style=\"color: #008000;\">50<\/span> ),\n                   'x2': np.random.normal(size= <span style=\"color: #008000;\">50<\/span> ),\n                   'x3': np.random.normal(size= <span style=\"color: #008000;\">50<\/span> )})<\/span>\n\n#perform the Henze-Zirkler Multivariate Normality Test<\/span>\nmultivariate_normality(df, alpha= <span style=\"color: #008000;\">.05<\/span> )\n\nHZResults(hz=0.5956866563391165, pval=0.6461804077893423, normal=True)<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u30c6\u30b9\u30c8\u7d50\u679c\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u691c\u5b9a\u7d71\u8a08\u91cf Hz:<\/strong> 0.59569<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>p\u5024:<\/strong> 0.64618<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u691c\u5b9a\u306e p \u5024\u306f\u6307\u5b9a\u3057\u305f\u30a2\u30eb\u30d5\u30a1\u5024 0.05 \u4ee5\u4e0a\u3067\u3042\u308b\u305f\u3081\u3001\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3067\u304d\u307e\u305b\u3093\u3002\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u591a\u5909\u91cf\u6b63\u898f\u5206\u5e03\u306b\u5f93\u3046\u3068\u4eee\u5b9a\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><em><strong>\u95a2\u9023:<\/strong> Henze-Zirkler \u30c6\u30b9\u30c8\u304c\u5b9f\u969b\u306e\u533b\u7642\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3069\u306e\u3088\u3046\u306b\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u304b\u306b\u3064\u3044\u3066\u306f\u3001 <a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC3927875\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u3053\u306e\u7814\u7a76\u8ad6\u6587<\/a>\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/em><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5358\u4e00\u306e\u5909\u6570\u304c\u6b63\u898f\u5206\u5e03\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u30c6\u30b9\u30c8\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002 &nbsp; QQ \u30d7\u30ed\u30c3\u30c8\u3067\u5206\u5e03\u3092\u8996\u899a\u5316\u3059\u308b\u3053\u3068\u3082\u3001 \u30a2\u30f3\u30c0\u30fc\u30bd\u30f3 \u30c0\u30fc\u30ea\u30f3\u30b0 \u30c6\u30b9\u30c8\u3084\u30cf\u30eb\u30b1 \u30d9\u30e9 \u30c6\u30b9\u30c8\u306a\u3069\u306e\u6b63\u5f0f\u306a\u7d71\u8a08\u30c6\u30b9\u30c8\u3092\u5b9f [&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-1067","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>Python \u3067\u591a\u5909\u91cf\u6b63\u898f\u6027\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5 - Statorials<\/title>\n<meta name=\"description\" content=\"Python\u3067\u591a\u5909\u91cf\u6b63\u898f\u6027\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3092\u7c21\u5358\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\/python\u591a\u5909\u91cf\u6b63\u898f\u6027\u30c6\u30b9\u30c8\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python \u3067\u591a\u5909\u91cf\u6b63\u898f\u6027\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5 - Statorials\" \/>\n<meta property=\"og:description\" content=\"Python\u3067\u591a\u5909\u91cf\u6b63\u898f\u6027\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3092\u7c21\u5358\u306b\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/ja\/python\u591a\u5909\u91cf\u6b63\u898f\u6027\u30c6\u30b9\u30c8\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-27T18:53:24+00:00\" \/>\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<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/ja\/python%e5%a4%9a%e5%a4%89%e9%87%8f%e6%ad%a3%e8%a6%8f%e6%80%a7%e3%83%86%e3%82%b9%e3%83%88\/\",\"url\":\"https:\/\/statorials.org\/ja\/python%e5%a4%9a%e5%a4%89%e9%87%8f%e6%ad%a3%e8%a6%8f%e6%80%a7%e3%83%86%e3%82%b9%e3%83%88\/\",\"name\":\"Python \u3067\u591a\u5909\u91cf\u6b63\u898f\u6027\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5 - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/ja\/#website\"},\"datePublished\":\"2023-07-27T18:53:24+00:00\",\"dateModified\":\"2023-07-27T18:53:24+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/ja\/#\/schema\/person\/86b92d2dd87368b26360d19d9c6a5d83\"},\"description\":\"Python\u3067\u591a\u5909\u91cf\u6b63\u898f\u6027\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3092\u7c21\u5358\u306b\u8aac\u660e\u3057\u307e\u3059\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/ja\/python%e5%a4%9a%e5%a4%89%e9%87%8f%e6%ad%a3%e8%a6%8f%e6%80%a7%e3%83%86%e3%82%b9%e3%83%88\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/ja\/python%e5%a4%9a%e5%a4%89%e9%87%8f%e6%ad%a3%e8%a6%8f%e6%80%a7%e3%83%86%e3%82%b9%e3%83%88\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/ja\/python%e5%a4%9a%e5%a4%89%e9%87%8f%e6%ad%a3%e8%a6%8f%e6%80%a7%e3%83%86%e3%82%b9%e3%83%88\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u5bb6\",\"item\":\"https:\/\/statorials.org\/ja\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Python \u3067\u591a\u5909\u91cf\u6b63\u898f\u6027\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\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":"Python \u3067\u591a\u5909\u91cf\u6b63\u898f\u6027\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5 - Statorials","description":"Python\u3067\u591a\u5909\u91cf\u6b63\u898f\u6027\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3092\u7c21\u5358\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\/python\u591a\u5909\u91cf\u6b63\u898f\u6027\u30c6\u30b9\u30c8\/","og_locale":"ja_JP","og_type":"article","og_title":"Python \u3067\u591a\u5909\u91cf\u6b63\u898f\u6027\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5 - Statorials","og_description":"Python\u3067\u591a\u5909\u91cf\u6b63\u898f\u6027\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3092\u7c21\u5358\u306b\u8aac\u660e\u3057\u307e\u3059\u3002","og_url":"https:\/\/statorials.org\/ja\/python\u591a\u5909\u91cf\u6b63\u898f\u6027\u30c6\u30b9\u30c8\/","og_site_name":"Statorials","article_published_time":"2023-07-27T18:53:24+00:00","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"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/ja\/python%e5%a4%9a%e5%a4%89%e9%87%8f%e6%ad%a3%e8%a6%8f%e6%80%a7%e3%83%86%e3%82%b9%e3%83%88\/","url":"https:\/\/statorials.org\/ja\/python%e5%a4%9a%e5%a4%89%e9%87%8f%e6%ad%a3%e8%a6%8f%e6%80%a7%e3%83%86%e3%82%b9%e3%83%88\/","name":"Python \u3067\u591a\u5909\u91cf\u6b63\u898f\u6027\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5 - Statorials","isPartOf":{"@id":"https:\/\/statorials.org\/ja\/#website"},"datePublished":"2023-07-27T18:53:24+00:00","dateModified":"2023-07-27T18:53:24+00:00","author":{"@id":"https:\/\/statorials.org\/ja\/#\/schema\/person\/86b92d2dd87368b26360d19d9c6a5d83"},"description":"Python\u3067\u591a\u5909\u91cf\u6b63\u898f\u6027\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3092\u7c21\u5358\u306b\u8aac\u660e\u3057\u307e\u3059\u3002","breadcrumb":{"@id":"https:\/\/statorials.org\/ja\/python%e5%a4%9a%e5%a4%89%e9%87%8f%e6%ad%a3%e8%a6%8f%e6%80%a7%e3%83%86%e3%82%b9%e3%83%88\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/ja\/python%e5%a4%9a%e5%a4%89%e9%87%8f%e6%ad%a3%e8%a6%8f%e6%80%a7%e3%83%86%e3%82%b9%e3%83%88\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/ja\/python%e5%a4%9a%e5%a4%89%e9%87%8f%e6%ad%a3%e8%a6%8f%e6%80%a7%e3%83%86%e3%82%b9%e3%83%88\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u5bb6","item":"https:\/\/statorials.org\/ja\/"},{"@type":"ListItem","position":2,"name":"Python \u3067\u591a\u5909\u91cf\u6b63\u898f\u6027\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\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\/1067","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=1067"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/posts\/1067\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/media?parent=1067"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/categories?post=1067"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/tags?post=1067"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}