{"id":1076991,"date":"2025-01-08T11:58:12","date_gmt":"2025-01-08T03:58:12","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1076991.html"},"modified":"2025-01-08T11:58:14","modified_gmt":"2025-01-08T03:58:14","slug":"python%e5%a6%82%e4%bd%95%e7%94%bb%e5%87%ba%e7%9f%a9%e9%98%b5%e7%82%b9%e5%9d%90%e6%a0%87%e7%b3%bb-2","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1076991.html","title":{"rendered":"python\u5982\u4f55\u753b\u51fa\u77e9\u9635\u70b9\u5750\u6807\u7cfb"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/24181301\/b75586df-1097-43fb-9a3c-32b731202d0f.webp\" alt=\"python\u5982\u4f55\u753b\u51fa\u77e9\u9635\u70b9\u5750\u6807\u7cfb\" \/><\/p>\n<p><p> <strong>\u5728Python\u4e2d\uff0c\u4f7f\u7528matplotlib\u5e93\u3001numpy\u5e93\u3001\u7ed8\u5236\u77e9\u9635\u70b9\u5750\u6807\u7cfb\u7684\u5e38\u7528\u65b9\u6cd5\u662f\u751f\u6210\u6570\u636e\u5e76\u4f7f\u7528scatter\u51fd\u6570\u7ed8\u56fe\u3002\u9996\u5148\u5bfc\u5165\u5fc5\u8981\u7684\u5e93\uff0c\u7136\u540e\u751f\u6210\u6570\u636e\u5e76\u4f7f\u7528scatter\u51fd\u6570\u7ed8\u5236\u77e9\u9635\u70b9\u5750\u6807\u7cfb\u3002<\/strong><\/p>\n<\/p>\n<p><p>\u4e3a\u4e86\u8be6\u7ec6\u63cf\u8ff0\u5176\u4e2d\u7684\u4e00\u70b9\uff0c\u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u5b89\u88c5\u548c\u5bfc\u5165\u5fc5\u8981\u7684Python\u5e93\uff0c\u5982matplotlib\u548cnumpy\u3002matplotlib\u662fPython\u4e2d\u6700\u6d41\u884c\u7684\u7ed8\u56fe\u5e93\u4e4b\u4e00\uff0cnumpy\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u6570\u503c\u8ba1\u7b97\u5e93\u3002\u901a\u8fc7\u8fd9\u4e9b\u5e93\uff0c\u6211\u4eec\u53ef\u4ee5\u8f7b\u677e\u751f\u6210\u548c\u64cd\u4f5c\u6570\u636e\uff0c\u5e76\u5c06\u5176\u53ef\u89c6\u5316\u3002<\/p>\n<\/p>\n<p><p>\u4e0b\u9762\u662f\u4e00\u4e2a\u8be6\u7ec6\u7684\u793a\u4f8b\uff0c\u4ecb\u7ecd\u5982\u4f55\u7528Python\u7ed8\u5236\u77e9\u9635\u70b9\u5750\u6807\u7cfb\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import matplotlib.pyplot as plt<\/p>\n<p>import numpy as np<\/p>\n<h2><strong>\u751f\u6210\u6570\u636e<\/strong><\/h2>\n<p>matrix_size = 10<\/p>\n<p>x = np.arange(0, matrix_size)<\/p>\n<p>y = np.arange(0, matrix_size)<\/p>\n<p>x, y = np.meshgrid(x, y)<\/p>\n<h2><strong>\u7ed8\u5236\u77e9\u9635\u70b9\u5750\u6807\u7cfb<\/strong><\/h2>\n<p>plt.scatter(x, y, c=&#39;blue&#39;, marker=&#39;o&#39;)<\/p>\n<h2><strong>\u8bbe\u7f6e\u5750\u6807\u8f74<\/strong><\/h2>\n<p>plt.xlabel(&#39;X-axis&#39;)<\/p>\n<p>plt.ylabel(&#39;Y-axis&#39;)<\/p>\n<p>plt.title(&#39;Matrix Point Coordinate System&#39;)<\/p>\n<h2><strong>\u663e\u793a\u56fe\u50cf<\/strong><\/h2>\n<p>plt.grid(True)<\/p>\n<p>plt.show()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u4e0a\u9762\u7684\u4ee3\u7801\uff0c\u6211\u4eec\u53ef\u4ee5\u751f\u6210\u4e00\u4e2a10&#215;10\u7684\u77e9\u9635\u70b9\u5750\u6807\u7cfb\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u8be6\u7ec6\u89e3\u91ca\u4ee3\u7801\u4e2d\u7684\u6bcf\u4e00\u90e8\u5206\u3002<\/p>\n<\/p>\n<h2><strong>\u4e00\u3001\u5bfc\u5165\u5fc5\u8981\u7684\u5e93<\/strong><\/h2>\n<p><p>\u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u5bfc\u5165matplotlib\u548cnumpy\u5e93\u3002matplotlib\u5e93\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u56fe\u5f62\u7ed8\u5236\u529f\u80fd\uff0c\u800cnumpy\u5e93\u5219\u7528\u4e8e\u751f\u6210\u548c\u64cd\u4f5c\u6570\u636e\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import matplotlib.pyplot as plt<\/p>\n<p>import numpy as np<\/p>\n<p><\/code><\/pre>\n<\/p>\n<h2><strong>\u4e8c\u3001\u751f\u6210\u6570\u636e<\/strong><\/h2>\n<p><p>\u5728\u8fd9\u4e00\u6b65\u4e2d\uff0c\u6211\u4eec\u751f\u6210\u4e86\u4e00\u4e2a10&#215;10\u7684\u77e9\u9635\u3002\u4f7f\u7528numpy\u7684arange\u51fd\u6570\u751f\u6210x\u548cy\u5750\u6807\u7684\u503c\uff0c\u7136\u540e\u4f7f\u7528meshgrid\u51fd\u6570\u751f\u6210\u7f51\u683c\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">matrix_size = 10<\/p>\n<p>x = np.arange(0, matrix_size)<\/p>\n<p>y = np.arange(0, matrix_size)<\/p>\n<p>x, y = np.meshgrid(x, y)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<h2><strong>\u4e09\u3001\u7ed8\u5236\u77e9\u9635\u70b9\u5750\u6807\u7cfb<\/strong><\/h2>\n<p><p>\u4f7f\u7528matplotlib\u7684scatter\u51fd\u6570\u7ed8\u5236\u77e9\u9635\u70b9\u5750\u6807\u7cfb\u3002scatter\u51fd\u6570\u7528\u4e8e\u7ed8\u5236\u6563\u70b9\u56fe\uff0c\u901a\u8fc7\u4f20\u5165x\u548cy\u7684\u503c\u6765\u7ed8\u5236\u70b9\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">plt.scatter(x, y, c=&#39;blue&#39;, marker=&#39;o&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<h2><strong>\u56db\u3001\u8bbe\u7f6e\u5750\u6807\u8f74\u548c\u6807\u9898<\/strong><\/h2>\n<p><p>\u4e3a\u4e86\u4f7f\u56fe\u5f62\u66f4\u52a0\u7f8e\u89c2\uff0c\u6211\u4eec\u53ef\u4ee5\u8bbe\u7f6e\u5750\u6807\u8f74\u6807\u7b7e\u548c\u6807\u9898\u3002\u4f7f\u7528xlabel\u51fd\u6570\u8bbe\u7f6ex\u8f74\u6807\u7b7e\uff0cylabel\u51fd\u6570\u8bbe\u7f6ey\u8f74\u6807\u7b7e\uff0ctitle\u51fd\u6570\u8bbe\u7f6e\u56fe\u5f62\u7684\u6807\u9898\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">plt.xlabel(&#39;X-axis&#39;)<\/p>\n<p>plt.ylabel(&#39;Y-axis&#39;)<\/p>\n<p>plt.title(&#39;Matrix Point Coordinate System&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<h2><strong>\u4e94\u3001\u663e\u793a\u56fe\u50cf<\/strong><\/h2>\n<p><p>\u6700\u540e\uff0c\u4f7f\u7528grid\u51fd\u6570\u6dfb\u52a0\u7f51\u683c\u7ebf\uff0c\u4f7f\u56fe\u5f62\u66f4\u52a0\u6e05\u6670\u3002\u4f7f\u7528show\u51fd\u6570\u663e\u793a\u56fe\u50cf\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">plt.grid(True)<\/p>\n<p>plt.show()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u4ee5\u4e0a\u6b65\u9aa4\uff0c\u6211\u4eec\u6210\u529f\u7ed8\u5236\u4e86\u4e00\u4e2a\u77e9\u9635\u70b9\u5750\u6807\u7cfb\u3002<\/p>\n<\/p>\n<h2><strong>\u516d\u3001\u6269\u5c55\u793a\u4f8b<\/strong><\/h2>\n<p><p>\u9664\u4e86\u57fa\u672c\u7684\u77e9\u9635\u70b9\u5750\u6807\u7cfb\u7ed8\u5236\uff0c\u6211\u4eec\u8fd8\u53ef\u4ee5\u8fdb\u884c\u4e00\u4e9b\u6269\u5c55\u548c\u5b9a\u5236\u3002\u4f8b\u5982\uff0c\u8bbe\u7f6e\u4e0d\u540c\u7684\u70b9\u989c\u8272\u3001\u5f62\u72b6\uff0c\u6dfb\u52a0\u6ce8\u91ca\u7b49\u3002<\/p>\n<\/p>\n<p><h2>1\u3001\u8bbe\u7f6e\u4e0d\u540c\u989c\u8272\u548c\u5f62\u72b6<\/h2>\n<\/p>\n<p><p>\u5728scatter\u51fd\u6570\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4f20\u5165\u4e0d\u540c\u7684\u53c2\u6570\u6765\u8bbe\u7f6e\u70b9\u7684\u989c\u8272\u548c\u5f62\u72b6\u3002\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">plt.scatter(x, y, c=&#39;red&#39;, marker=&#39;x&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>2\u3001\u6dfb\u52a0\u6ce8\u91ca<\/h2>\n<\/p>\n<p><p>\u5728\u56fe\u5f62\u4e2d\u6dfb\u52a0\u6ce8\u91ca\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u7406\u89e3\u6570\u636e\u3002\u4f7f\u7528annotate\u51fd\u6570\u53ef\u4ee5\u5728\u7279\u5b9a\u7684\u70b9\u6dfb\u52a0\u6ce8\u91ca\u3002\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">for i in range(matrix_size):<\/p>\n<p>    for j in range(matrix_size):<\/p>\n<p>        plt.annotate(f&#39;({i},{j})&#39;, (x[i, j], y[i, j]), textcoords=&quot;offset points&quot;, xytext=(0, 5), ha=&#39;center&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>3\u3001\u8bbe\u7f6e\u5750\u6807\u8f74\u8303\u56f4<\/h2>\n<\/p>\n<p><p>\u6709\u65f6\u6211\u4eec\u5e0c\u671b\u9650\u5236\u5750\u6807\u8f74\u7684\u8303\u56f4\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u89c2\u5bdf\u6570\u636e\u3002\u4f7f\u7528xlim\u548cylim\u51fd\u6570\u53ef\u4ee5\u8bbe\u7f6e\u5750\u6807\u8f74\u7684\u8303\u56f4\u3002\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">plt.xlim(-1, matrix_size)<\/p>\n<p>plt.ylim(-1, matrix_size)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>4\u3001\u4fdd\u5b58\u56fe\u50cf<\/h2>\n<\/p>\n<p><p>\u4f7f\u7528savefig\u51fd\u6570\u53ef\u4ee5\u5c06\u56fe\u50cf\u4fdd\u5b58\u4e3a\u6587\u4ef6\u3002\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">plt.savefig(&#39;matrix_point_coordinate_system.png&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u8fd9\u4e9b\u6269\u5c55\u793a\u4f8b\uff0c\u6211\u4eec\u53ef\u4ee5\u8fdb\u4e00\u6b65\u5b9a\u5236\u6211\u4eec\u7684\u77e9\u9635\u70b9\u5750\u6807\u7cfb\u56fe\u5f62\uff0c\u4f7f\u5176\u66f4\u52a0\u7b26\u5408\u6211\u4eec\u7684\u9700\u6c42\u3002<\/p>\n<\/p>\n<h2><strong>\u4e03\u3001\u7efc\u5408\u793a\u4f8b<\/strong><\/h2>\n<p><p>\u4e0b\u9762\u662f\u4e00\u4e2a\u7efc\u5408\u793a\u4f8b\uff0c\u7ed3\u5408\u4e86\u4ee5\u4e0a\u6240\u6709\u7684\u6269\u5c55\u5185\u5bb9\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import matplotlib.pyplot as plt<\/p>\n<p>import numpy as np<\/p>\n<h2><strong>\u751f\u6210\u6570\u636e<\/strong><\/h2>\n<p>matrix_size = 10<\/p>\n<p>x = np.arange(0, matrix_size)<\/p>\n<p>y = np.arange(0, matrix_size)<\/p>\n<p>x, y = np.meshgrid(x, y)<\/p>\n<h2><strong>\u7ed8\u5236\u77e9\u9635\u70b9\u5750\u6807\u7cfb<\/strong><\/h2>\n<p>plt.scatter(x, y, c=&#39;blue&#39;, marker=&#39;o&#39;)<\/p>\n<h2><strong>\u8bbe\u7f6e\u5750\u6807\u8f74\u548c\u6807\u9898<\/strong><\/h2>\n<p>plt.xlabel(&#39;X-axis&#39;)<\/p>\n<p>plt.ylabel(&#39;Y-axis&#39;)<\/p>\n<p>plt.title(&#39;Matrix Point Coordinate System&#39;)<\/p>\n<h2><strong>\u6dfb\u52a0\u6ce8\u91ca<\/strong><\/h2>\n<p>for i in range(matrix_size):<\/p>\n<p>    for j in range(matrix_size):<\/p>\n<p>        plt.annotate(f&#39;({i},{j})&#39;, (x[i, j], y[i, j]), textcoords=&quot;offset points&quot;, xytext=(0, 5), ha=&#39;center&#39;)<\/p>\n<h2><strong>\u8bbe\u7f6e\u5750\u6807\u8f74\u8303\u56f4<\/strong><\/h2>\n<p>plt.xlim(-1, matrix_size)<\/p>\n<p>plt.ylim(-1, matrix_size)<\/p>\n<h2><strong>\u663e\u793a\u7f51\u683c\u7ebf\u548c\u56fe\u50cf<\/strong><\/h2>\n<p>plt.grid(True)<\/p>\n<p>plt.show()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u8fd9\u4e2a\u7efc\u5408\u793a\u4f8b\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u5230\uff0c\u4f7f\u7528matplotlib\u548cnumpy\u5e93\uff0c\u6211\u4eec\u53ef\u4ee5\u8f7b\u677e\u5730\u7ed8\u5236\u5e76\u5b9a\u5236\u77e9\u9635\u70b9\u5750\u6807\u7cfb\u3002\u5e0c\u671b\u8fd9\u7bc7\u6587\u7ae0\u5bf9\u4f60\u6709\u6240\u5e2e\u52a9\uff0c\u5e76\u80fd\u591f\u5728\u4f60\u7684\u6570\u636e\u53ef\u89c6\u5316\u5de5\u4f5c\u4e2d\u63d0\u4f9b\u53c2\u8003\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5728Python\u4e2d\u7ed8\u5236\u77e9\u9635\u7684\u70b9\u5750\u6807\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528Matplotlib\u5e93\u6765\u7ed8\u5236\u77e9\u9635\u7684\u70b9\u5750\u6807\u3002\u9996\u5148\uff0c\u9700\u8981\u5b89\u88c5Matplotlib\u5e93\u3002\u7136\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u521b\u5efa\u4e00\u4e2a\u6563\u70b9\u56fe\u6765\u8868\u793a\u77e9\u9635\u4e2d\u7684\u6bcf\u4e00\u4e2a\u70b9\u3002\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b\uff1a<\/p>\n<pre><code class=\"language-python\">import matplotlib.pyplot as plt\nimport numpy as np\n\n# \u521b\u5efa\u4e00\u4e2a\u793a\u4f8b\u77e9\u9635\nmatrix = np.array([[1, 2], [3, 4], [5, 6]])\n\n# \u63d0\u53d6\u77e9\u9635\u4e2d\u7684\u70b9\u5750\u6807\nx = matrix[:, 0]\ny = matrix[:, 1]\n\n# \u7ed8\u5236\u6563\u70b9\u56fe\nplt.scatter(x, y)\nplt.title(&#39;Matrix Point Coordinates&#39;)\nplt.xlabel(&#39;X-axis&#39;)\nplt.ylabel(&#39;Y-axis&#39;)\nplt.grid()\nplt.show()\n<\/code><\/pre>\n<p>\u8fd9\u6bb5\u4ee3\u7801\u5c06\u4f1a\u663e\u793a\u4e00\u4e2a\u5305\u542b\u77e9\u9635\u70b9\u7684\u5750\u6807\u7cfb\u3002<\/p>\n<p><strong>\u5728\u7ed8\u5236\u77e9\u9635\u70b9\u5750\u6807\u65f6\uff0c\u5982\u4f55\u81ea\u5b9a\u4e49\u5750\u6807\u8f74\u7684\u8303\u56f4\u548c\u523b\u5ea6\uff1f<\/strong><br \/>\u5728\u4f7f\u7528Matplotlib\u7ed8\u56fe\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528<code>plt.xlim()<\/code>\u548c<code>plt.ylim()<\/code>\u6765\u8bbe\u7f6e\u5750\u6807\u8f74\u7684\u8303\u56f4\u3002\u6b64\u5916\uff0c\u53ef\u4ee5\u4f7f\u7528<code>plt.xticks()<\/code>\u548c<code>plt.yticks()<\/code>\u6765\u8c03\u6574\u523b\u5ea6\u3002\u4ee5\u4e0b\u662f\u5982\u4f55\u5b9e\u73b0\u7684\u793a\u4f8b\uff1a<\/p>\n<pre><code class=\"language-python\">plt.scatter(x, y)\nplt.xlim(0, 7)  # \u8bbe\u7f6eX\u8f74\u8303\u56f4\nplt.ylim(0, 7)  # \u8bbe\u7f6eY\u8f74\u8303\u56f4\nplt.xticks(np.arange(0, 8, 1))  # \u8bbe\u7f6eX\u8f74\u523b\u5ea6\nplt.yticks(np.arange(0, 8, 1))  # \u8bbe\u7f6eY\u8f74\u523b\u5ea6\nplt.grid()\nplt.show()\n<\/code><\/pre>\n<p>\u901a\u8fc7\u8fd9\u4e9b\u8bbe\u7f6e\uff0c\u53ef\u4ee5\u66f4\u52a0\u6e05\u6670\u5730\u5c55\u793a\u77e9\u9635\u70b9\u7684\u5206\u5e03\u3002<\/p>\n<p><strong>\u5728\u7ed8\u5236\u77e9\u9635\u70b9\u5750\u6807\u65f6\uff0c\u5982\u4f55\u6dfb\u52a0\u6807\u6ce8\u548c\u56fe\u4f8b\uff1f<\/strong><br \/>\u53ef\u4ee5\u4f7f\u7528<code>plt.annotate()<\/code>\u51fd\u6570\u4e3a\u6bcf\u4e2a\u70b9\u6dfb\u52a0\u6807\u6ce8\uff0c\u4fbf\u4e8e\u8bc6\u522b\u3002\u4e3a\u4e86\u589e\u52a0\u56fe\u4f8b\uff0c\u53ef\u4ee5\u4f7f\u7528<code>plt.legend()<\/code>\u65b9\u6cd5\u3002\u4ee5\u4e0b\u662f\u76f8\u5173\u4ee3\u7801\u793a\u4f8b\uff1a<\/p>\n<pre><code class=\"language-python\">plt.scatter(x, y, label=&#39;Matrix Points&#39;)\n\n# \u6dfb\u52a0\u6807\u6ce8\nfor i in range(len(x)):\n    plt.annotate(f&#39;({x[i]}, {y[i]})&#39;, (x[i], y[i]), textcoords=&quot;offset points&quot;, xytext=(0,10), ha=&#39;center&#39;)\n\nplt.title(&#39;Matrix Point Coordinates with Annotations&#39;)\nplt.xlabel(&#39;X-axis&#39;)\nplt.ylabel(&#39;Y-axis&#39;)\nplt.legend()\nplt.grid()\nplt.show()\n<\/code><\/pre>\n<p>\u6b64\u793a\u4f8b\u5c06\u5c55\u793a\u77e9\u9635\u70b9\u7684\u5750\u6807\u4ee5\u53ca\u76f8\u5e94\u7684\u6807\u6ce8\uff0c\u4f7f\u5f97\u56fe\u5f62\u4fe1\u606f\u66f4\u52a0\u4e30\u5bcc\u548c\u6613\u4e8e\u7406\u89e3\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u5728Python\u4e2d\uff0c\u4f7f\u7528matplotlib\u5e93\u3001numpy\u5e93\u3001\u7ed8\u5236\u77e9\u9635\u70b9\u5750\u6807\u7cfb\u7684\u5e38\u7528\u65b9\u6cd5\u662f\u751f\u6210\u6570\u636e\u5e76\u4f7f\u7528scat [&hellip;]","protected":false},"author":3,"featured_media":1076997,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1076991"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=1076991"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1076991\/revisions"}],"predecessor-version":[{"id":1077000,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1076991\/revisions\/1077000"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1076997"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1076991"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1076991"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1076991"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}