{"id":862,"date":"2025-01-11T11:57:58","date_gmt":"2025-01-11T03:57:58","guid":{"rendered":"https:\/\/www.laixuexila.com\/?p=862"},"modified":"2025-01-11T11:57:58","modified_gmt":"2025-01-11T03:57:58","slug":"matplotlib%e4%b8%8eseaborn%e7%9a%84%e5%8c%ba%e5%88%ab%ef%bc%9a%e9%80%89%e6%8b%a9%e5%90%88%e9%80%82%e7%9a%84%e6%95%b0%e6%8d%ae%e5%8f%af%e8%a7%86%e5%8c%96%e5%b7%a5%e5%85%b7","status":"publish","type":"post","link":"https:\/\/www.laixuexila.com\/index.php\/2025\/01\/11\/matplotlib%e4%b8%8eseaborn%e7%9a%84%e5%8c%ba%e5%88%ab%ef%bc%9a%e9%80%89%e6%8b%a9%e5%90%88%e9%80%82%e7%9a%84%e6%95%b0%e6%8d%ae%e5%8f%af%e8%a7%86%e5%8c%96%e5%b7%a5%e5%85%b7\/","title":{"rendered":"Matplotlib\u4e0eSeaborn\u7684\u533a\u522b\uff1a\u9009\u62e9\u5408\u9002\u7684\u6570\u636e\u53ef\u89c6\u5316\u5de5\u5177"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u5728\u6570\u636e\u5206\u6790\u548c\u6570\u636e\u79d1\u5b66\u7684\u5de5\u4f5c\u4e2d\uff0c\u6570\u636e\u53ef\u89c6\u5316\u662f\u4e00\u4e2a\u81f3\u5173\u91cd\u8981\u7684\u73af\u8282\uff0c\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u7406\u89e3\u6570\u636e\u7684\u5206\u5e03\u3001\u5173\u7cfb\u548c\u8d8b\u52bf\u3002<strong>Matplotlib<\/strong>\u548c<strong>Seaborn<\/strong>\u662fPython\u4e2d\u6700\u5e38\u7528\u7684\u4e24\u79cd\u6570\u636e\u53ef\u89c6\u5316\u5de5\u5177\u5e93\uff0c\u5b83\u4eec\u5404\u6709\u7279\u70b9\uff0c\u5728\u4e0d\u540c\u7684\u573a\u666f\u4e0b\u6709\u4e0d\u540c\u7684\u5e94\u7528\u4f18\u52bf\u3002\u672c\u6587\u5c06\u5bf9\u8fd9\u4e24\u8005\u8fdb\u884c\u8be6\u7ec6\u5bf9\u6bd4\uff0c\u5e2e\u52a9\u4f60\u6839\u636e\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\u8fdb\u884c\u6570\u636e\u53ef\u89c6\u5316\u3002<\/p>\n<\/blockquote>\n\n\n\n<h4 class=\"wp-block-heading\">1. Matplotlib\u6982\u8ff0<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Matplotlib<\/strong> \u662fPython\u4e2d\u6700\u57fa\u7840\u3001\u6700\u5f3a\u5927\u7684\u7ed8\u56fe\u5e93\u4e4b\u4e00\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u56fe\u5f62\u7c7b\u578b\u3001\u5b9a\u5236\u9009\u9879\u548c\u7075\u6d3b\u7684\u7ed8\u56fe\u529f\u80fd\u3002Matplotlib\u7684\u6838\u5fc3\u662f\u7ed8\u5236\u4e8c\u7ef4\u56fe\u5f62\uff0c\u4f46\u901a\u8fc7\u4e00\u5b9a\u7684\u6269\u5c55\uff0c\u5b83\u4e5f\u80fd\u652f\u6301\u4e09\u7ef4\u7ed8\u56fe\u3002Matplotlib\u975e\u5e38\u7075\u6d3b\uff0c\u4f46\u5176\u9ed8\u8ba4\u7684\u56fe\u5f62\u6837\u5f0f\u8f83\u4e3a\u7b80\u6d01\uff0c\u53ef\u80fd\u9700\u8981\u624b\u52a8\u8fdb\u884c\u8bb8\u591a\u6837\u5f0f\u548c\u5e03\u5c40\u8c03\u6574\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">\u4f18\u70b9\uff1a<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6781\u5176\u7075\u6d3b\uff0c\u51e0\u4e4e\u53ef\u4ee5\u5b9a\u5236\u4efb\u4f55\u56fe\u5f62\u5143\u7d20\u3002<\/li>\n\n\n\n<li>\u652f\u6301\u591a\u79cd\u56fe\u5f62\u7c7b\u578b\uff1a\u6298\u7ebf\u56fe\u3001\u67f1\u72b6\u56fe\u3001\u6563\u70b9\u56fe\u3001\u70ed\u56fe\u7b49\u3002<\/li>\n\n\n\n<li>\u4e0e\u5176\u4ed6Python\u5e93\uff08\u5982NumPy\u3001Pandas\uff09\u914d\u5408\u4f7f\u7528\u975e\u5e38\u65b9\u4fbf\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">\u7f3a\u70b9\uff1a<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u76f8\u6bd4\u4e8eSeaborn\uff0cMatplotlib\u7684\u56fe\u5f62\u6837\u5f0f\u8f83\u4e3a\u57fa\u7840\uff0c\u9700\u8981\u66f4\u591a\u624b\u52a8\u914d\u7f6e\u3002<\/li>\n\n\n\n<li>\u76f8\u5bf9\u8f83\u4e3a\u590d\u6742\uff0c\u9002\u5408\u6709\u7ecf\u9a8c\u7684\u5f00\u53d1\u8005\u548c\u9700\u8981\u9ad8\u5ea6\u5b9a\u5236\u7684\u9879\u76ee\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">2. Seaborn\u6982\u8ff0<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Seaborn<\/strong> \u662f\u4e00\u4e2a\u57fa\u4e8eMatplotlib\u6784\u5efa\u7684\u7edf\u8ba1\u6570\u636e\u53ef\u89c6\u5316\u5e93\uff0c\u5b83\u4e13\u6ce8\u4e8e\u7b80\u5316\u590d\u6742\u7684\u7edf\u8ba1\u56fe\u5f62\u7684\u7ed8\u5236\u3002Seaborn\u80fd\u591f\u66f4\u65b9\u4fbf\u5730\u751f\u6210\u66f4\u52a0\u7f8e\u89c2\u548c\u73b0\u4ee3\u7684\u7edf\u8ba1\u56fe\u5f62\uff0c\u4e14\u9ed8\u8ba4\u6837\u5f0f\u6bd4Matplotlib\u66f4\u52a0\u7cbe\u7f8e\u3002Seaborn\u4e13\u6ce8\u4e8e\u7edf\u8ba1\u56fe\u8868\uff08\u5982\u5206\u5e03\u56fe\u3001\u7c7b\u522b\u56fe\u7b49\uff09\uff0c\u5e76\u4e14\u4e0ePandas\u7684DataFrame\u5bf9\u8c61\u7d27\u5bc6\u96c6\u6210\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">\u4f18\u70b9\uff1a<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u63d0\u4f9b\u9ed8\u8ba4\u7684\u7f8e\u89c2\u56fe\u5f62\u6837\u5f0f\uff0c\u4f7f\u5f97\u53ef\u89c6\u5316\u66f4\u52a0\u76f4\u89c2\u548c\u73b0\u4ee3\u3002<\/li>\n\n\n\n<li>\u5177\u6709\u7b80\u5355\u7684\u63a5\u53e3\uff0c\u53ef\u4ee5\u8f7b\u677e\u751f\u6210\u590d\u6742\u7684\u7edf\u8ba1\u56fe\uff08\u5982\u7bb1\u578b\u56fe\u3001\u70ed\u56fe\u3001\u5bf9\u89d2\u7ebf\u56fe\u7b49\uff09\u3002<\/li>\n\n\n\n<li>\u4e0ePandas\u7684DataFrame\u548cSeries\u517c\u5bb9\u6027\u597d\uff0c\u7b80\u5316\u4e86\u6570\u636e\u4f20\u9012\u548c\u7ed8\u56fe\u8fc7\u7a0b\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">\u7f3a\u70b9\uff1a<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u76f8\u6bd4Matplotlib\uff0c\u5b9a\u5236\u6027\u7a0d\u900a\u3002<\/li>\n\n\n\n<li>\u5bf9\u4e8e\u9ad8\u5ea6\u4e2a\u6027\u5316\u7684\u56fe\u5f62\uff0c\u53ef\u80fd\u4e0d\u5982Matplotlib\u7075\u6d3b\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">3. Matplotlib\u4e0eSeaborn\u7684\u5173\u952e\u533a\u522b<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u7279\u6027<\/th><th>Matplotlib<\/th><th>Seaborn<\/th><\/tr><\/thead><tbody><tr><td><strong>\u7075\u6d3b\u6027<\/strong><\/td><td>\u975e\u5e38\u7075\u6d3b\uff0c\u53ef\u4ee5\u521b\u5efa\u4efb\u4f55\u7c7b\u578b\u7684\u56fe\u5f62<\/td><td>\u4ee5\u7edf\u8ba1\u56fe\u5f62\u4e3a\u4e3b\uff0c\u7075\u6d3b\u6027\u8f83\u5dee<\/td><\/tr><tr><td><strong>\u9ed8\u8ba4\u6837\u5f0f<\/strong><\/td><td>\u9ed8\u8ba4\u6837\u5f0f\u7b80\u5355\uff0c\u8f83\u4e3a\u57fa\u7840<\/td><td>\u63d0\u4f9b\u9ed8\u8ba4\u7684\u7f8e\u89c2\u6837\u5f0f\uff0c\u89c6\u89c9\u6548\u679c\u66f4\u4f73<\/td><\/tr><tr><td><strong>\u7ed8\u5236\u56fe\u8868\u7c7b\u578b<\/strong><\/td><td>\u652f\u6301\u6240\u67092D\u548c3D\u56fe\u5f62\uff0c\u5982\u6298\u7ebf\u56fe\u3001\u67f1\u72b6\u56fe\u7b49<\/td><td>\u4e3b\u8981\u805a\u7126\u4e8e\u7edf\u8ba1\u56fe\u8868\uff0c\u5982\u7bb1\u578b\u56fe\u3001\u70ed\u56fe\u7b49<\/td><\/tr><tr><td><strong>\u96c6\u6210\u6027<\/strong><\/td><td>\u53ef\u4e0eNumPy\u3001Pandas\u7b49\u6df1\u5ea6\u96c6\u6210<\/td><td>\u4e0ePandas DataFrame\u548cSeries\u517c\u5bb9\u6027\u597d<\/td><\/tr><tr><td><strong>\u4f7f\u7528\u96be\u5ea6<\/strong><\/td><td>\u9700\u8981\u8f83\u591a\u914d\u7f6e\uff0c\u9002\u5408\u9ad8\u7ea7\u7528\u6237<\/td><td>\u4f7f\u7528\u7b80\u5355\uff0c\u9002\u5408\u5feb\u901f\u7ed8\u5236\u7edf\u8ba1\u56fe<\/td><\/tr><tr><td><strong>\u590d\u6742\u5ea6<\/strong><\/td><td>\u652f\u6301\u9ad8\u5ea6\u81ea\u5b9a\u4e49\uff0c\u9002\u5408\u9700\u8981\u590d\u6742\u5b9a\u5236\u7684\u56fe<\/td><td>\u81ea\u52a8\u5316\u5904\u7406\u7edf\u8ba1\u56fe\uff0c\u9002\u5408\u5feb\u901f\u5448\u73b0\u6570\u636e<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">4. \u4f55\u65f6\u9009\u62e9Matplotlib<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5b9a\u5236\u5316\u9700\u6c42\u5f3a<\/strong>\uff1a\u5982\u679c\u4f60\u9700\u8981\u6781\u9ad8\u7684\u7075\u6d3b\u6027\u6216\u81ea\u5b9a\u4e49\u6837\u5f0f\uff0cMatplotlib\u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u9009\u62e9\u3002\u5b83\u5141\u8bb8\u4f60\u51e0\u4e4e\u8c03\u6574\u6bcf\u4e2a\u56fe\u5f62\u7ec6\u8282\uff0c\u4ece\u5750\u6807\u8f74\u3001\u6807\u7b7e\u3001\u7ebf\u6761\u3001\u989c\u8272\u5230\u56fe\u5f62\u7684\u5e03\u5c40\u7b49\u3002<\/li>\n\n\n\n<li><strong>3D\u7ed8\u56fe<\/strong>\uff1aMatplotlib\u63d0\u4f9b\u4e86\u5bf9\u4e09\u7ef4\u7ed8\u56fe\u7684\u652f\u6301\uff0c\u8fd9\u5bf9\u4e8e\u67d0\u4e9b\u6570\u636e\u53ef\u89c6\u5316\u4efb\u52a1\u975e\u5e38\u91cd\u8981\u3002<\/li>\n\n\n\n<li><strong>\u590d\u6742\u7684\u6570\u636e\u53ef\u89c6\u5316<\/strong>\uff1aMatplotlib\u5141\u8bb8\u521b\u5efa\u590d\u6742\u7684\u591a\u5b50\u56fe\u3001\u52a8\u753b\u7b49\uff0c\u9002\u5408\u5728\u7814\u7a76\u6216\u4e13\u4e1a\u6570\u636e\u5206\u6790\u4e2d\u4f7f\u7528\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">\u793a\u4f8b\u4ee3\u7801\uff08Matplotlib\uff09\uff1a<\/h5>\n\n\n\n<pre class=\"wp-block-code\"><code>import matplotlib.pyplot as plt\nimport numpy as np\n\n# \u521b\u5efa\u6570\u636e\nx = np.linspace(0, 10, 100)\ny = np.sin(x)\n\n# \u7ed8\u5236\u56fe\u5f62\nplt.plot(x, y, label='Sine Wave')\n\n# \u6dfb\u52a0\u6807\u9898\u548c\u6807\u7b7e\nplt.title('Matplotlib Example')\nplt.xlabel('X-axis')\nplt.ylabel('Y-axis')\n\n# \u663e\u793a\u56fe\u4f8b\nplt.legend()\n\n# \u5c55\u793a\u56fe\u5f62\nplt.show()<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">5. \u4f55\u65f6\u9009\u62e9Seaborn<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5feb\u901f\u751f\u6210\u7edf\u8ba1\u56fe\u8868<\/strong>\uff1aSeaborn\u975e\u5e38\u9002\u5408\u5feb\u901f\u7ed8\u5236\u7edf\u8ba1\u56fe\u8868\uff0c\u5982\u7bb1\u578b\u56fe\u3001\u5206\u5e03\u56fe\u3001\u70ed\u56fe\u7b49\u3002\u5b83\u63d0\u4f9b\u4e86\u7b80\u6d01\u7684\u63a5\u53e3\uff0c\u8ba9\u4f60\u80fd\u66f4\u8f7b\u677e\u5730\u8fdb\u884c\u6570\u636e\u53ef\u89c6\u5316\u3002<\/li>\n\n\n\n<li><strong>\u6570\u636e\u63a2\u7d22<\/strong>\uff1a\u5982\u679c\u4f60\u8fdb\u884c\u7684\u662f\u63a2\u7d22\u6027\u6570\u636e\u5206\u6790\uff08EDA\uff09\uff0cSeaborn\u80fd\u5e2e\u52a9\u4f60\u5feb\u901f\u5730\u770b\u5230\u6570\u636e\u5206\u5e03\u548c\u6570\u636e\u4e4b\u95f4\u7684\u5173\u7cfb\u3002<\/li>\n\n\n\n<li><strong>\u7f8e\u89c2\u7684\u9ed8\u8ba4\u6837\u5f0f<\/strong>\uff1aSeaborn\u7684\u9ed8\u8ba4\u6837\u5f0f\u6bd4Matplotlib\u66f4\u7f8e\u89c2\uff0c\u80fd\u66f4\u597d\u5730\u5c55\u793a\u6570\u636e\u6a21\u5f0f\uff0c\u9002\u7528\u4e8e\u5927\u591a\u6570\u6570\u636e\u5206\u6790\u4efb\u52a1\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">\u793a\u4f8b\u4ee3\u7801\uff08Seaborn\uff09\uff1a<\/h5>\n\n\n\n<pre class=\"wp-block-code\"><code>import seaborn as sns\nimport matplotlib.pyplot as plt\n\n# \u52a0\u8f7d\u5185\u7f6e\u6570\u636e\u96c6\ntips = sns.load_dataset(\"tips\")\n\n# \u7ed8\u5236\u7bb1\u578b\u56fe\nsns.boxplot(x=\"day\", y=\"total_bill\", data=tips)\n\n# \u6dfb\u52a0\u6807\u9898\nplt.title(\"Seaborn Boxplot Example\")\n\n# \u663e\u793a\u56fe\u5f62\nplt.show()<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">6. \u9009\u62e9Matplotlib\u8fd8\u662fSeaborn\uff1f<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7b80\u5355\u6570\u636e\u53ef\u89c6\u5316<\/strong>\uff1a\u5982\u679c\u4f60\u7684\u76ee\u6807\u662f\u5feb\u901f\u751f\u6210\u6f02\u4eae\u7684\u7edf\u8ba1\u56fe\u5f62\uff0c\u5e76\u4e14\u4e0d\u9700\u8981\u592a\u591a\u5b9a\u5236\uff0cSeaborn\u662f\u66f4\u597d\u7684\u9009\u62e9\u3002<\/li>\n\n\n\n<li><strong>\u590d\u6742\u56fe\u5f62\u548c\u5b8c\u5168\u5b9a\u5236<\/strong>\uff1a\u5982\u679c\u4f60\u9700\u8981\u9ad8\u5ea6\u81ea\u5b9a\u4e49\u56fe\u5f62\u6216\u751f\u6210\u975e\u7edf\u8ba1\u56fe\u8868\uff08\u5982\u6563\u70b9\u56fe\u3001\u6298\u7ebf\u56fe\u30013D\u56fe\u7b49\uff09\uff0cMatplotlib\u662f\u66f4\u5408\u9002\u7684\u5de5\u5177\u3002<\/li>\n\n\n\n<li><strong>\u4e13\u4e1a\u56fe\u5f62\u5c55\u793a<\/strong>\uff1a\u5bf9\u4e8e\u9700\u8981\u5c55\u793a\u4e13\u4e1a\u56fe\u5f62\u5e76\u8fdb\u884c\u6df1\u5ea6\u5b9a\u5236\u7684\u60c5\u51b5\uff08\u4f8b\u5982\uff0c\u6570\u636e\u62a5\u544a\u3001\u51fa\u7248\u7269\u4e2d\u7684\u56fe\u5f62\uff09\uff0cMatplotlib\u66f4\u4e3a\u5408\u9002\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">7. \u603b\u7ed3<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Matplotlib<\/strong> \u662fPython\u6700\u57fa\u7840\u3001\u6700\u7075\u6d3b\u7684\u7ed8\u56fe\u5e93\uff0c\u9002\u5408\u9700\u8981\u590d\u6742\u5b9a\u5236\u548c\u7075\u6d3b\u63a7\u5236\u7684\u573a\u666f\u3002<\/li>\n\n\n\n<li><strong>Seaborn<\/strong> \u5219\u662f\u57fa\u4e8eMatplotlib\u7684\u9ad8\u7ea7\u63a5\u53e3\uff0c\u4e13\u6ce8\u4e8e\u7edf\u8ba1\u6570\u636e\u53ef\u89c6\u5316\uff0c\u62e5\u6709\u66f4\u52a0\u7f8e\u89c2\u7684\u9ed8\u8ba4\u6837\u5f0f\uff0c\u9002\u5408\u5feb\u901f\u3001\u4fbf\u6377\u5730\u7ed8\u5236\u7edf\u8ba1\u56fe\u8868\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u603b\u7684\u6765\u8bf4\uff0cSeaborn\u662fMatplotlib\u7684\u4e00\u4e2a\u9ad8\u5c42\u5c01\u88c5\uff0c\u5b83\u4f7f\u5f97\u7ed8\u5236\u7edf\u8ba1\u56fe\u5f62\u53d8\u5f97\u66f4\u52a0\u7b80\u5355\u548c\u76f4\u89c2\u3002\u5982\u679c\u4f60\u7684\u9700\u6c42\u4fa7\u91cd\u4e8e\u7edf\u8ba1\u5206\u6790\u548c\u63a2\u7d22\u6027\u6570\u636e\u5206\u6790\uff0cSeaborn\u662f\u4e00\u4e2a\u66f4\u597d\u7684\u9009\u62e9\uff1b\u800c\u5982\u679c\u4f60\u9700\u8981\u66f4\u6df1\u7684\u5b9a\u5236\u548c\u63a7\u5236\uff0cMatplotlib\u5219\u662f\u66f4\u9002\u5408\u7684\u5de5\u5177\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u6570\u636e\u5206\u6790\u548c\u6570\u636e\u79d1\u5b66\u7684\u5de5\u4f5c\u4e2d\uff0c\u6570\u636e\u53ef\u89c6\u5316\u662f\u4e00\u4e2a\u81f3\u5173\u91cd\u8981\u7684\u73af\u8282\uff0c\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u7406\u89e3\u6570\u636e\u7684\u5206\u5e03\u3001\u5173\u7cfb\u548c\u8d8b\u52bf\u3002Mat [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[54],"tags":[],"class_list":["post-862","post","type-post","status-publish","format-standard","hentry","category-python"],"_links":{"self":[{"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts\/862","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/comments?post=862"}],"version-history":[{"count":1,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts\/862\/revisions"}],"predecessor-version":[{"id":863,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts\/862\/revisions\/863"}],"wp:attachment":[{"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/media?parent=862"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/categories?post=862"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/tags?post=862"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}