{"id":1522,"date":"2023-07-26T01:16:58","date_gmt":"2023-07-26T01:16:58","guid":{"rendered":"https:\/\/statorials.org\/cn\/python-%e5%88%97%e8%81%94%e8%a1%a8\/"},"modified":"2023-07-26T01:16:58","modified_gmt":"2023-07-26T01:16:58","slug":"python-%e5%88%97%e8%81%94%e8%a1%a8","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/python-%e5%88%97%e8%81%94%e8%a1%a8\/","title":{"rendered":"\u5982\u4f55\u5728 python \u4e2d\u521b\u5efa\u5217\u8054\u8868"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u5217<strong>\u8054\u8868<\/strong>\u662f\u4e00\u79cd\u603b\u7ed3\u4e24\u4e2a\u5206\u7c7b\u53d8\u91cf\u4e4b\u95f4\u5173\u7cfb\u7684\u8868\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8981\u5728 Python \u4e2d\u521b\u5efa\u5217\u8054\u8868\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<a href=\"https:\/\/pandas.pydata.org\/docs\/reference\/api\/pandas.crosstab.html\" target=\"_blank\" rel=\"noopener\">pandas.crosstab()<\/a>\u51fd\u6570\uff0c\u8be5\u51fd\u6570\u4f7f\u7528\u4ee5\u4e0b\u8bed\u6cd5\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>pandas.crosstab\uff08\u7d22\u5f15\uff0c\u5217\uff09<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\u5b50\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u7d22\u5f15\uff1a<\/strong>\u8981\u5728\u5217\u8054\u8868\u7684\u884c\u4e2d\u663e\u793a\u7684\u53d8\u91cf\u7684\u540d\u79f0<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>columns\uff1a<\/strong>\u8981\u5728\u5217\u8054\u8868\u7684\u5217\u4e2d\u663e\u793a\u7684\u53d8\u91cf\u540d\u79f0<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u5206\u6b65\u793a\u4f8b\u6f14\u793a\u4e86\u5982\u4f55\u4f7f\u7528\u6b64\u51fd\u6570\u5728 Python \u4e2d\u521b\u5efa\u5217\u8054\u8868\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u7b2c 1 \u6b65\uff1a\u521b\u5efa\u6570\u636e<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u9996\u5148\uff0c\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u6570\u636e\u96c6\uff0c\u663e\u793a\u6709\u5173 20 \u79cd\u4e0d\u540c\u4ea7\u54c1\u8ba2\u5355\u7684\u4fe1\u606f\uff0c\u5305\u62ec\u8d2d\u4e70\u4ea7\u54c1\u7684\u7c7b\u578b\uff08\u7535\u89c6\u3001\u8ba1\u7b97\u673a\u6216\u6536\u97f3\u673a\uff09\u4ee5\u53ca\u8d2d\u4e70\u4ea7\u54c1\u7684\u56fd\u5bb6\/\u5730\u533a\uff08A\u3001B \u6216 C\uff09\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#create data<\/span>\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({'Order': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10,\n                            11, 12, 13, 14, 15, 16, 17, 18, 19, 20],\n                   'Product': ['TV', 'TV', 'Comp', 'TV', 'TV', 'Comp',\n                               'Comp', 'Comp', 'TV', 'Radio', 'TV', 'Radio', 'Radio',\n                               'Radio', 'Comp', 'Comp', 'TV', 'TV', 'Radio', 'TV'],\n                   'Country': ['A', 'A', 'A', 'A', 'B', 'B', 'B', 'B', 'B', 'B', 'B',\n                               'B', 'C', 'C', 'C', 'C', 'C', 'C', 'C', 'C']})\n\n<span style=\"color: #008080;\">#view data\n<\/span>df\n\n        Order Product Country\n0 1 TV A\n1 2 TV A\n2 3 Comp A\n3 4 TV A\n4 5 TV B\n5 6 Comp B\n6 7 Comp B\n7 8 Comp B\n8 9 TV B\n9 10 Radio B\n10 11 TV B\n11 12 Radio B\n12 13 Radio C\n13 14 Radio C\n14 15 Comp C\n15 16 Comp C\n16 17 TV C\n17 18 TV C\n18 19 Radio C\n19 20 TV C<\/strong><\/pre>\n<h3><strong><span style=\"color: #000000;\">\u6b65\u9aa4 2\uff1a\u521b\u5efa\u5217\u8054\u8868<\/span><\/strong><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u663e\u793a\u5982\u4f55\u521b\u5efa\u5217\u8054\u8868\u6765\u7edf\u8ba1\u6bcf\u4e2a\u56fd\u5bb6\/\u5730\u533a\u8ba2\u8d2d\u7684\u6bcf\u79cd\u4ea7\u54c1\u7684\u6570\u91cf\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create contingency table<\/span>\np.d. <span style=\"color: #3366ff;\">crosstab<\/span> (index=df[' <span style=\"color: #008000;\">Country<\/span> '], columns=df[' <span style=\"color: #008000;\">Product<\/span> '])\n\nProduct Comp Radio TV\nCountry\t\t\t\nA 1 0 3\nB 3 2 3\nC 2 3 3<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u662f\u5982\u4f55\u89e3\u91ca\u8be5\u8868\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u5728A\u56fd\u603b\u5171\u8d2d\u4e70\u4e86<strong>1\u53f0<\/strong>\u7535\u8111\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u5728B\u56fd\u603b\u5171\u8d2d\u4e70\u4e86<strong>3\u53f0<\/strong>\u7535\u8111\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u5728C\u56fd\u603b\u5171\u8d2d\u4e70\u4e86<strong>2\u53f0<\/strong>\u7535\u8111\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\">A\u56fd\u603b\u5171\u8d2d\u4e70\u4e86<strong>0\u53f0<\/strong>\u6536\u97f3\u673a\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\">B\u56fd\u603b\u5171\u8d2d\u4e70\u4e86<strong>2\u53f0<\/strong>\u6536\u97f3\u673a\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\">C\u56fd\u603b\u5171\u8d2d\u4e70\u4e86<strong>3\u53f0<\/strong>\u6536\u97f3\u673a\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u5728A\u56fd\u603b\u5171\u8d2d\u4e70\u4e86<strong>3\u53f0<\/strong>\u7535\u89c6\u673a\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u5728B\u56fd\u603b\u5171\u8d2d\u4e70\u4e86<strong>3\u53f0<\/strong>\u7535\u89c6\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u5728C\u56fd\u603b\u5171\u8d2d\u4e70\u4e86<strong>3\u53f0<\/strong>\u7535\u89c6\u3002<\/span><\/li>\n<\/ul>\n<h3><strong><span style=\"color: #000000;\">\u6b65\u9aa4 3\uff1a\u5c06\u4fdd\u8bc1\u91d1\u603b\u989d\u6dfb\u52a0\u5230\u5217\u8054\u8868\u4e2d<\/span><\/strong><\/h3>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>margins=True<\/strong>\u53c2\u6570\u5c06\u4fdd\u8bc1\u91d1\u603b\u8ba1\u6dfb\u52a0\u5230\u5217\u8054\u8868\u4e2d\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#add margins to contingency table<\/span>\np.d. <span style=\"color: #3366ff;\">crosstab<\/span> (index=df[' <span style=\"color: #008000;\">Country<\/span> '], columns=df[' <span style=\"color: #008000;\">Product<\/span> '], margins= <span style=\"color: #008000;\">True<\/span> )\n\nProduct Comp Radio TV All\nCountry\t\t\t\t\nA 1 0 3 4\nB 3 2 3 8\nC 2 3 3 8\nAll 6 5 9 20<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u8868\u503c\u7684\u89e3\u91ca\u65b9\u5f0f\u5982\u4e0b\uff1a<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u7ebf\u8def\u603b\u6570\uff1a<\/strong><\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">A\u56fd\u603b\u5171\u4e0b\u4e86<strong>4\u4e2a<\/strong>\u8ba2\u5355\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\">B\u56fd\u603b\u5171\u4e0b\u4e86<strong>8\u4e2a<\/strong>\u8ba2\u5355\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\">C\u56fd\u603b\u5171\u4e0b\u4e86<strong>8\u4e2a<\/strong>\u8ba2\u5355\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><strong>\u5217\u603b\u8ba1\uff1a<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u4e00\u5171\u8d2d\u4e70\u4e86<strong>6\u53f0<\/strong>\u7535\u8111\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u4e00\u5171\u8d2d\u4e70\u4e86<strong>5\u53f0<\/strong>\u6536\u97f3\u673a\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u4e00\u5171\u8d2d\u4e70\u4e86<strong>9\u53f0<\/strong>\u7535\u89c6\u673a\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u8868\u683c\u53f3\u4e0b\u89d2\u7684\u6570\u503c\u663e\u793a\uff0c\u603b\u5171\u4ece\u6240\u6709\u56fd\u5bb6\u8ba2\u8d2d\u4e86<strong>20 \u79cd<\/strong>\u4ea7\u54c1\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h3>\n<p><a href=\"https:\/\/statorials.org\/cn\/r\u4e2d\u7684\u5217\u8054\u8868\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u521b\u5efa\u5217\u8054\u8868<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/excel\u5217\u8054\u8868\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 Excel \u4e2d\u521b\u5efa\u5217\u8054\u8868<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5217\u8054\u8868\u662f\u4e00\u79cd\u603b\u7ed3\u4e24\u4e2a\u5206\u7c7b\u53d8\u91cf\u4e4b\u95f4\u5173\u7cfb\u7684\u8868\u3002 \u8981\u5728 Python \u4e2d\u521b\u5efa\u5217\u8054\u8868\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528pandas.cro [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-1522","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5982\u4f55\u5728 Python \u4e2d\u521b\u5efa\u5217\u8054\u8868<\/title>\n<meta name=\"description\" content=\"\u672c\u6559\u7a0b\u901a\u8fc7\u5206\u6b65\u793a\u4f8b\u8bf4\u660e\u5982\u4f55\u5728 Python \u4e2d\u521b\u5efa\u5217\u8054\u8868\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\/cn\/python-\u5217\u8054\u8868\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5982\u4f55\u5728 Python \u4e2d\u521b\u5efa\u5217\u8054\u8868\" \/>\n<meta property=\"og:description\" content=\"\u672c\u6559\u7a0b\u901a\u8fc7\u5206\u6b65\u793a\u4f8b\u8bf4\u660e\u5982\u4f55\u5728 Python \u4e2d\u521b\u5efa\u5217\u8054\u8868\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/cn\/python-\u5217\u8054\u8868\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-26T01:16:58+00:00\" \/>\n<meta name=\"author\" content=\"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/cn\/python-%e5%88%97%e8%81%94%e8%a1%a8\/\",\"url\":\"https:\/\/statorials.org\/cn\/python-%e5%88%97%e8%81%94%e8%a1%a8\/\",\"name\":\"\u5982\u4f55\u5728 Python \u4e2d\u521b\u5efa\u5217\u8054\u8868\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/cn\/#website\"},\"datePublished\":\"2023-07-26T01:16:58+00:00\",\"dateModified\":\"2023-07-26T01:16:58+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/cn\/#\/schema\/person\/124e4e5b7c9f8dc0f1f95cc8c1db3261\"},\"description\":\"\u672c\u6559\u7a0b\u901a\u8fc7\u5206\u6b65\u793a\u4f8b\u8bf4\u660e\u5982\u4f55\u5728 Python \u4e2d\u521b\u5efa\u5217\u8054\u8868\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/cn\/python-%e5%88%97%e8%81%94%e8%a1%a8\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/cn\/python-%e5%88%97%e8%81%94%e8%a1%a8\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/cn\/python-%e5%88%97%e8%81%94%e8%a1%a8\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u5bb6\",\"item\":\"https:\/\/statorials.org\/cn\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u5982\u4f55\u5728 python \u4e2d\u521b\u5efa\u5217\u8054\u8868\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/cn\/#website\",\"url\":\"https:\/\/statorials.org\/cn\/\",\"name\":\"Statorials\",\"description\":\"\u60a8\u7684\u7edf\u8ba1\u7d20\u517b\u6307\u5357\uff01\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/cn\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/cn\/#\/schema\/person\/124e4e5b7c9f8dc0f1f95cc8c1db3261\",\"name\":\"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/statorials.org\/cn\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/cn\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/cn\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a\"},\"description\":\"\u5927\u5bb6\u597d\uff0c\u6211\u662f\u672c\u6770\u660e\uff0c\u4e00\u4f4d\u9000\u4f11\u7684\u7edf\u8ba1\u5b66\u6559\u6388\uff0c\u540e\u6765\u6210\u4e3a Statorials \u7684\u70ed\u5fc3\u6559\u5e08\u3002 \u51ed\u501f\u5728\u7edf\u8ba1\u9886\u57df\u7684\u4e30\u5bcc\u7ecf\u9a8c\u548c\u4e13\u4e1a\u77e5\u8bc6\uff0c\u6211\u6e34\u671b\u5206\u4eab\u6211\u7684\u77e5\u8bc6\uff0c\u901a\u8fc7 Statorials \u589e\u5f3a\u5b66\u751f\u7684\u80fd\u529b\u3002\u4e86\u89e3\u66f4\u591a\",\"sameAs\":[\"https:\/\/statorials.org\/cn\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u5982\u4f55\u5728 Python \u4e2d\u521b\u5efa\u5217\u8054\u8868","description":"\u672c\u6559\u7a0b\u901a\u8fc7\u5206\u6b65\u793a\u4f8b\u8bf4\u660e\u5982\u4f55\u5728 Python \u4e2d\u521b\u5efa\u5217\u8054\u8868\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\/cn\/python-\u5217\u8054\u8868\/","og_locale":"zh_CN","og_type":"article","og_title":"\u5982\u4f55\u5728 Python \u4e2d\u521b\u5efa\u5217\u8054\u8868","og_description":"\u672c\u6559\u7a0b\u901a\u8fc7\u5206\u6b65\u793a\u4f8b\u8bf4\u660e\u5982\u4f55\u5728 Python \u4e2d\u521b\u5efa\u5217\u8054\u8868\u3002","og_url":"https:\/\/statorials.org\/cn\/python-\u5217\u8054\u8868\/","og_site_name":"Statorials","article_published_time":"2023-07-26T01:16:58+00:00","author":"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"1 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/cn\/python-%e5%88%97%e8%81%94%e8%a1%a8\/","url":"https:\/\/statorials.org\/cn\/python-%e5%88%97%e8%81%94%e8%a1%a8\/","name":"\u5982\u4f55\u5728 Python \u4e2d\u521b\u5efa\u5217\u8054\u8868","isPartOf":{"@id":"https:\/\/statorials.org\/cn\/#website"},"datePublished":"2023-07-26T01:16:58+00:00","dateModified":"2023-07-26T01:16:58+00:00","author":{"@id":"https:\/\/statorials.org\/cn\/#\/schema\/person\/124e4e5b7c9f8dc0f1f95cc8c1db3261"},"description":"\u672c\u6559\u7a0b\u901a\u8fc7\u5206\u6b65\u793a\u4f8b\u8bf4\u660e\u5982\u4f55\u5728 Python \u4e2d\u521b\u5efa\u5217\u8054\u8868\u3002","breadcrumb":{"@id":"https:\/\/statorials.org\/cn\/python-%e5%88%97%e8%81%94%e8%a1%a8\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/cn\/python-%e5%88%97%e8%81%94%e8%a1%a8\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/cn\/python-%e5%88%97%e8%81%94%e8%a1%a8\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u5bb6","item":"https:\/\/statorials.org\/cn\/"},{"@type":"ListItem","position":2,"name":"\u5982\u4f55\u5728 python \u4e2d\u521b\u5efa\u5217\u8054\u8868"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/cn\/#website","url":"https:\/\/statorials.org\/cn\/","name":"Statorials","description":"\u60a8\u7684\u7edf\u8ba1\u7d20\u517b\u6307\u5357\uff01","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/cn\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/statorials.org\/cn\/#\/schema\/person\/124e4e5b7c9f8dc0f1f95cc8c1db3261","name":"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/statorials.org\/cn\/#\/schema\/person\/image\/","url":"https:\/\/statorials.org\/cn\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","contentUrl":"https:\/\/statorials.org\/cn\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","caption":"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a"},"description":"\u5927\u5bb6\u597d\uff0c\u6211\u662f\u672c\u6770\u660e\uff0c\u4e00\u4f4d\u9000\u4f11\u7684\u7edf\u8ba1\u5b66\u6559\u6388\uff0c\u540e\u6765\u6210\u4e3a Statorials \u7684\u70ed\u5fc3\u6559\u5e08\u3002 \u51ed\u501f\u5728\u7edf\u8ba1\u9886\u57df\u7684\u4e30\u5bcc\u7ecf\u9a8c\u548c\u4e13\u4e1a\u77e5\u8bc6\uff0c\u6211\u6e34\u671b\u5206\u4eab\u6211\u7684\u77e5\u8bc6\uff0c\u901a\u8fc7 Statorials \u589e\u5f3a\u5b66\u751f\u7684\u80fd\u529b\u3002\u4e86\u89e3\u66f4\u591a","sameAs":["https:\/\/statorials.org\/cn"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/posts\/1522","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/comments?post=1522"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/posts\/1522\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/media?parent=1522"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/categories?post=1522"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/tags?post=1522"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}