{"id":1036477,"date":"2024-12-31T12:07:22","date_gmt":"2024-12-31T04:07:22","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1036477.html"},"modified":"2024-12-31T12:07:25","modified_gmt":"2024-12-31T04:07:25","slug":"python%e4%b8%ad%e5%a6%82%e4%bd%95%e5%b0%86%e6%95%a3%e7%82%b9%e8%bf%9e%e7%ba%bf","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1036477.html","title":{"rendered":"python\u4e2d\u5982\u4f55\u5c06\u6563\u70b9\u8fde\u7ebf"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2024\/12\/5c373b37-5fc6-4a99-bda2-ee4a87922b87.webp?x-oss-process=image\/auto-orient,1\/format,webp\" alt=\"python\u4e2d\u5982\u4f55\u5c06\u6563\u70b9\u8fde\u7ebf\" \/><\/p>\n<p><p> <strong>\u5728Python\u4e2d\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528\u591a\u4e2a\u5e93\u6765\u5c06\u6563\u70b9\u56fe\u4e2d\u7684\u70b9\u8fde\u7ebf\uff0c\u6700\u5e38\u7528\u7684\u5e93\u5305\u62ecMatplotlib\u548cSeaborn\u3002<\/strong> \u8fd9\u4e9b\u5e93\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u56fe\u5f62\u5316\u529f\u80fd\uff0c\u53ef\u4ee5\u8f7b\u677e\u5730\u5b9e\u73b0\u5c06\u6563\u70b9\u8fde\u7ebf\u7684\u6548\u679c\u3002\u6700\u7b80\u5355\u548c\u5e38\u89c1\u7684\u65b9\u6cd5\u662f\u4f7f\u7528Matplotlib\u5e93\u4e2d\u7684 <code>plot<\/code> \u51fd\u6570\u3002<strong>Matplotlib\u3001Seaborn\u3001Pandas<\/strong> \u662f\u5e38\u7528\u7684\u5e93\uff0c\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u8fd9\u4e9b\u5e93\u6765\u8fde\u63a5\u6563\u70b9\u56fe\u4e2d\u7684\u70b9\u3002<\/p>\n<\/p>\n<p><p><strong>Matplotlib\u5e93<\/strong>\uff1aMatplotlib\u662f\u4e00\u4e2a\u5f3a\u5927\u7684Python\u7ed8\u56fe\u5e93\uff0c\u53ef\u4ee5\u7528\u6765\u751f\u6210\u5404\u79cd\u9759\u6001\u3001\u52a8\u6001\u3001\u4ea4\u4e92\u5f0f\u7684\u56fe\u8868\u3002\u5b83\u63d0\u4f9b\u4e86\u7c7b\u4f3cMATLAB\u7684\u7ed8\u56fe\u529f\u80fd\uff0c\u80fd\u591f\u7cbe\u7ec6\u63a7\u5236\u56fe\u5f62\u7684\u5404\u4e2a\u65b9\u9762\u3002\u4e3a\u4e86\u5c06\u6563\u70b9\u8fde\u7ebf\uff0c\u53ef\u4ee5\u4f7f\u7528Matplotlib\u4e2d\u7684 <code>plot<\/code> \u51fd\u6570\uff0c\u5177\u4f53\u5b9e\u73b0\u65b9\u6cd5\u5982\u4e0b\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u4f7f\u7528Matplotlib\u5e93<\/h3>\n<\/p>\n<p><p>Matplotlib\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u7ed8\u56fe\u529f\u80fd\uff0c\u53ef\u4ee5\u7528\u6765\u751f\u6210\u5404\u79cd\u9759\u6001\u3001\u52a8\u6001\u548c\u4ea4\u4e92\u5f0f\u56fe\u8868\u3002\u4e3a\u4e86\u5c06\u6563\u70b9\u56fe\u4e2d\u7684\u70b9\u8fde\u7ebf\uff0c\u53ef\u4ee5\u4f7f\u7528plot\u51fd\u6570\u3002\u4ee5\u4e0b\u662f\u5177\u4f53\u6b65\u9aa4\u548c\u4ee3\u7801\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><h4>1\u3001\u5b89\u88c5Matplotlib\u5e93<\/h4>\n<\/p>\n<p><p>\u5728\u5f00\u59cb\u4e4b\u524d\uff0c\u786e\u4fdd\u4f60\u5df2\u7ecf\u5b89\u88c5\u4e86Matplotlib\u5e93\u3002\u5982\u679c\u6ca1\u6709\u5b89\u88c5\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install matplotlib<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2\u3001\u7ed8\u5236\u6563\u70b9\u56fe\u5e76\u8fde\u7ebf<\/h4>\n<\/p>\n<p><p>\u4ee5\u4e0b\u662f\u4f7f\u7528Matplotlib\u7ed8\u5236\u6563\u70b9\u56fe\u5e76\u8fde\u7ebf\u7684\u793a\u4f8b\u4ee3\u7801\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import matplotlib.pyplot as plt<\/p>\n<h2><strong>\u793a\u4f8b\u6570\u636e<\/strong><\/h2>\n<p>x = [1, 2, 3, 4, 5]<\/p>\n<p>y = [2, 3, 5, 7, 11]<\/p>\n<h2><strong>\u7ed8\u5236\u6563\u70b9\u56fe<\/strong><\/h2>\n<p>plt.scatter(x, y, color=&#39;red&#39;, label=&#39;Data Points&#39;)<\/p>\n<h2><strong>\u8fde\u7ebf<\/strong><\/h2>\n<p>plt.plot(x, y, color=&#39;blue&#39;, linestyle=&#39;-&#39;, linewidth=2, label=&#39;Line&#39;)<\/p>\n<h2><strong>\u6dfb\u52a0\u6807\u9898\u548c\u6807\u7b7e<\/strong><\/h2>\n<p>plt.title(&#39;Scatter Plot with Lines&#39;)<\/p>\n<p>plt.xlabel(&#39;X-axis&#39;)<\/p>\n<p>plt.ylabel(&#39;Y-axis&#39;)<\/p>\n<p>plt.legend()<\/p>\n<h2><strong>\u663e\u793a\u56fe\u5f62<\/strong><\/h2>\n<p>plt.show()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u9996\u5148\u4f7f\u7528 <code>scatter<\/code> \u51fd\u6570\u7ed8\u5236\u6563\u70b9\u56fe\uff0c\u7136\u540e\u4f7f\u7528 <code>plot<\/code> \u51fd\u6570\u8fde\u63a5\u6563\u70b9\u3002 <code>plot<\/code> \u51fd\u6570\u4e2d\u7684\u53c2\u6570\u53ef\u4ee5\u63a7\u5236\u7ebf\u6761\u7684\u989c\u8272\u3001\u6837\u5f0f\u548c\u5bbd\u5ea6\u3002<\/p>\n<\/p>\n<p><h3>\u4e8c\u3001\u4f7f\u7528Seaborn\u5e93<\/h3>\n<\/p>\n<p><p>Seaborn\u662f\u57fa\u4e8eMatplotlib\u7684\u9ad8\u7ea7\u6570\u636e\u53ef\u89c6\u5316\u5e93\uff0c\u5b83\u7b80\u5316\u4e86\u5f88\u591a\u5e38\u89c1\u7684\u7ed8\u56fe\u4efb\u52a1\u3002\u867d\u7136Seaborn\u4e3b\u8981\u7528\u4e8e\u7edf\u8ba1\u56fe\u5f62\uff0c\u4f46\u4e5f\u53ef\u4ee5\u7528\u6765\u7ed8\u5236\u6563\u70b9\u56fe\u5e76\u8fde\u63a5\u70b9\u3002<\/p>\n<\/p>\n<p><h4>1\u3001\u5b89\u88c5Seaborn\u5e93<\/h4>\n<\/p>\n<p><p>\u5728\u5f00\u59cb\u4e4b\u524d\uff0c\u786e\u4fdd\u4f60\u5df2\u7ecf\u5b89\u88c5\u4e86Seaborn\u5e93\u3002\u5982\u679c\u6ca1\u6709\u5b89\u88c5\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install seaborn<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2\u3001\u7ed8\u5236\u6563\u70b9\u56fe\u5e76\u8fde\u7ebf<\/h4>\n<\/p>\n<p><p>\u4ee5\u4e0b\u662f\u4f7f\u7528Seaborn\u7ed8\u5236\u6563\u70b9\u56fe\u5e76\u8fde\u7ebf\u7684\u793a\u4f8b\u4ee3\u7801\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import seaborn as sns<\/p>\n<p>import matplotlib.pyplot as plt<\/p>\n<h2><strong>\u793a\u4f8b\u6570\u636e<\/strong><\/h2>\n<p>x = [1, 2, 3, 4, 5]<\/p>\n<p>y = [2, 3, 5, 7, 11]<\/p>\n<h2><strong>\u521b\u5efaDataFrame<\/strong><\/h2>\n<p>import pandas as pd<\/p>\n<p>data = pd.DataFrame({&#39;x&#39;: x, &#39;y&#39;: y})<\/p>\n<h2><strong>\u7ed8\u5236\u6563\u70b9\u56fe<\/strong><\/h2>\n<p>sns.scatterplot(x=&#39;x&#39;, y=&#39;y&#39;, data=data, color=&#39;red&#39;)<\/p>\n<h2><strong>\u8fde\u7ebf<\/strong><\/h2>\n<p>sns.lineplot(x=&#39;x&#39;, y=&#39;y&#39;, data=data, color=&#39;blue&#39;)<\/p>\n<h2><strong>\u6dfb\u52a0\u6807\u9898\u548c\u6807\u7b7e<\/strong><\/h2>\n<p>plt.title(&#39;Scatter Plot with Lines&#39;)<\/p>\n<p>plt.xlabel(&#39;X-axis&#39;)<\/p>\n<p>plt.ylabel(&#39;Y-axis&#39;)<\/p>\n<h2><strong>\u663e\u793a\u56fe\u5f62<\/strong><\/h2>\n<p>plt.show()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u4f7f\u7528 <code>scatterplot<\/code> \u51fd\u6570\u7ed8\u5236\u6563\u70b9\u56fe\uff0c\u7136\u540e\u4f7f\u7528 <code>lineplot<\/code> \u51fd\u6570\u8fde\u63a5\u6563\u70b9\u3002Seaborn\u4f1a\u81ea\u52a8\u5904\u7406\u6570\u636e\u5e76\u7ed8\u5236\u56fe\u5f62\uff0c\u4ee3\u7801\u66f4\u52a0\u7b80\u6d01\u3002<\/p>\n<\/p>\n<p><h3>\u4e09\u3001\u4f7f\u7528Pandas\u5e93<\/h3>\n<\/p>\n<p><p>Pandas\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u5e93\uff0c\u867d\u7136\u5b83\u4e3b\u8981\u7528\u4e8e\u6570\u636e\u5904\u7406\u548c\u5206\u6790\uff0c\u4f46\u4e5f\u63d0\u4f9b\u4e86\u4e00\u4e9b\u57fa\u672c\u7684\u7ed8\u56fe\u529f\u80fd\u3002\u53ef\u4ee5\u7ed3\u5408Pandas\u548cMatplotlib\u6765\u7ed8\u5236\u6563\u70b9\u56fe\u5e76\u8fde\u7ebf\u3002<\/p>\n<\/p>\n<p><h4>1\u3001\u5b89\u88c5Pandas\u5e93<\/h4>\n<\/p>\n<p><p>\u5728\u5f00\u59cb\u4e4b\u524d\uff0c\u786e\u4fdd\u4f60\u5df2\u7ecf\u5b89\u88c5\u4e86Pandas\u5e93\u3002\u5982\u679c\u6ca1\u6709\u5b89\u88c5\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install pandas<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2\u3001\u7ed8\u5236\u6563\u70b9\u56fe\u5e76\u8fde\u7ebf<\/h4>\n<\/p>\n<p><p>\u4ee5\u4e0b\u662f\u4f7f\u7528Pandas\u548cMatplotlib\u7ed8\u5236\u6563\u70b9\u56fe\u5e76\u8fde\u7ebf\u7684\u793a\u4f8b\u4ee3\u7801\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<p>import matplotlib.pyplot as plt<\/p>\n<h2><strong>\u793a\u4f8b\u6570\u636e<\/strong><\/h2>\n<p>data = {&#39;x&#39;: [1, 2, 3, 4, 5], &#39;y&#39;: [2, 3, 5, 7, 11]}<\/p>\n<p>df = pd.DataFrame(data)<\/p>\n<h2><strong>\u7ed8\u5236\u6563\u70b9\u56fe\u5e76\u8fde\u7ebf<\/strong><\/h2>\n<p>df.plot(kind=&#39;scatter&#39;, x=&#39;x&#39;, y=&#39;y&#39;, color=&#39;red&#39;, label=&#39;Data Points&#39;)<\/p>\n<p>plt.plot(df[&#39;x&#39;], df[&#39;y&#39;], color=&#39;blue&#39;, linestyle=&#39;-&#39;, linewidth=2, label=&#39;Line&#39;)<\/p>\n<h2><strong>\u6dfb\u52a0\u6807\u9898\u548c\u6807\u7b7e<\/strong><\/h2>\n<p>plt.title(&#39;Scatter Plot with Lines&#39;)<\/p>\n<p>plt.xlabel(&#39;X-axis&#39;)<\/p>\n<p>plt.ylabel(&#39;Y-axis&#39;)<\/p>\n<p>plt.legend()<\/p>\n<h2><strong>\u663e\u793a\u56fe\u5f62<\/strong><\/h2>\n<p>plt.show()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u9996\u5148\u4f7f\u7528Pandas\u7684 <code>plot<\/code> \u51fd\u6570\u7ed8\u5236\u6563\u70b9\u56fe\uff0c\u7136\u540e\u4f7f\u7528Matplotlib\u7684 <code>plot<\/code> \u51fd\u6570\u8fde\u63a5\u6563\u70b9\u3002<\/p>\n<\/p>\n<p><h3>\u56db\u3001\u603b\u7ed3<\/h3>\n<\/p>\n<p><p>\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528Matplotlib\u3001Seaborn\u548cPandas\u5e93\u6765\u5c06\u6563\u70b9\u56fe\u4e2d\u7684\u70b9\u8fde\u7ebf\u3002<strong>Matplotlib\u63d0\u4f9b\u4e86\u6700\u7ec6\u7c92\u5ea6\u7684\u63a7\u5236\uff0c\u9002\u5408\u9700\u8981\u7cbe\u7ec6\u8c03\u6574\u56fe\u5f62\u7684\u573a\u666f\uff1bSeaborn\u7b80\u5316\u4e86\u5f88\u591a\u5e38\u89c1\u7684\u7ed8\u56fe\u4efb\u52a1\uff0c\u66f4\u52a0\u7b80\u6d01\uff1bPandas\u7ed3\u5408Matplotlib\u53ef\u4ee5\u65b9\u4fbf\u5730\u5904\u7406\u548c\u53ef\u89c6\u5316\u6570\u636e\u3002<\/strong> \u6839\u636e\u5177\u4f53\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u5e93\uff0c\u53ef\u4ee5\u66f4\u9ad8\u6548\u5730\u5b8c\u6210\u6570\u636e\u53ef\u89c6\u5316\u4efb\u52a1\u3002<\/p>\n<\/p>\n<p><p>\u901a\u8fc7\u4ee5\u4e0a\u65b9\u6cd5\uff0c\u4f60\u53ef\u4ee5\u8f7b\u677e\u5730\u5728Python\u4e2d\u5c06\u6563\u70b9\u56fe\u4e2d\u7684\u70b9\u8fde\u7ebf\uff0c\u5b9e\u73b0\u66f4\u52a0\u4e30\u5bcc\u7684\u56fe\u5f62\u5c55\u793a\u6548\u679c\u3002\u5e0c\u671b\u8fd9\u4e9b\u793a\u4f8b\u4ee3\u7801\u548c\u8be6\u7ec6\u8bf4\u660e\u80fd\u591f\u5e2e\u52a9\u4f60\u66f4\u597d\u5730\u638c\u63e1Python\u4e2d\u7684\u6570\u636e\u53ef\u89c6\u5316\u6280\u672f\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5728Python\u4e2d\uff0c\u5982\u4f55\u4f7f\u7528Matplotlib\u5c06\u6563\u70b9\u56fe\u4e2d\u7684\u70b9\u8fde\u7ebf\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528Matplotlib\u5e93\u6765\u7ed8\u5236\u6563\u70b9\u56fe\u5e76\u5c06\u6563\u70b9\u8fde\u63a5\u8d77\u6765\u3002\u9996\u5148\uff0c\u60a8\u9700\u8981\u5b89\u88c5Matplotlib\u5e93\uff08\u5982\u679c\u5c1a\u672a\u5b89\u88c5\uff09\uff0c\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884c<code>pip install matplotlib<\/code>\u6765\u5b8c\u6210\u3002\u63a5\u4e0b\u6765\uff0c\u901a\u8fc7\u4ee5\u4e0b\u6b65\u9aa4\u521b\u5efa\u6563\u70b9\u56fe\u5e76\u8fde\u63a5\u70b9\uff1a<\/p>\n<ol>\n<li>\u5bfc\u5165Matplotlib\u5e93\uff1a<code>import matplotlib.pyplot as plt<\/code><\/li>\n<li>\u521b\u5efa\u6570\u636e\u70b9\u7684\u5217\u8868\u6216\u6570\u7ec4\u3002<\/li>\n<li>\u4f7f\u7528<code>plt.scatter()<\/code>\u7ed8\u5236\u6563\u70b9\u56fe\u3002<\/li>\n<li>\u4f7f\u7528<code>plt.plot()<\/code>\u8fde\u63a5\u8fd9\u4e9b\u70b9\u3002<\/li>\n<li>\u6700\u540e\uff0c\u8c03\u7528<code>plt.show()<\/code>\u663e\u793a\u56fe\u5f62\u3002<\/li>\n<\/ol>\n<p><strong>\u53ef\u4ee5\u5728\u54ea\u4e9b\u60c5\u51b5\u4e0b\u9009\u62e9\u5728\u6563\u70b9\u56fe\u4e2d\u8fde\u63a5\u6570\u636e\u70b9\uff1f<\/strong><br \/>\u5728\u5206\u6790\u6570\u636e\u65f6\uff0c\u8fde\u63a5\u6563\u70b9\u53ef\u4ee5\u5e2e\u52a9\u63ed\u793a\u6570\u636e\u70b9\u4e4b\u95f4\u7684\u8d8b\u52bf\u6216\u6a21\u5f0f\uff0c\u5c24\u5176\u662f\u5728\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u4e2d\u3002\u4f8b\u5982\uff0c\u5f53\u60a8\u7ed8\u5236\u4e00\u7ec4\u968f\u65f6\u95f4\u53d8\u5316\u7684\u6d4b\u91cf\u503c\u65f6\uff0c\u8fde\u63a5\u8fd9\u4e9b\u70b9\u53ef\u4ee5\u76f4\u89c2\u5730\u663e\u793a\u6570\u636e\u7684\u8d70\u52bf\u3002\u6b64\u5916\uff0c\u5728\u5c55\u793a\u5b9e\u9a8c\u7ed3\u679c\u6216\u6bd4\u8f83\u4e0d\u540c\u7ec4\u7684\u6570\u636e\u65f6\uff0c\u8fde\u7ebf\u53ef\u4ee5\u589e\u5f3a\u53ef\u89c6\u5316\u6548\u679c\uff0c\u4f7f\u5f97\u4fe1\u606f\u4f20\u8fbe\u66f4\u4e3a\u6709\u6548\u3002<\/p>\n<p><strong>\u662f\u5426\u53ef\u4ee5\u81ea\u5b9a\u4e49\u8fde\u63a5\u7ebf\u7684\u6837\u5f0f\u548c\u989c\u8272\uff1f<\/strong><br \/>\u5f53\u7136\u53ef\u4ee5\u3002\u5728Matplotlib\u4e2d\uff0c\u60a8\u53ef\u4ee5\u901a\u8fc7<code>plt.plot()<\/code>\u51fd\u6570\u7684\u53c2\u6570\u6765\u81ea\u5b9a\u4e49\u8fde\u63a5\u7ebf\u7684\u6837\u5f0f\u548c\u989c\u8272\u3002\u4f8b\u5982\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528<code>color<\/code>\u53c2\u6570\u8bbe\u7f6e\u7ebf\u6761\u989c\u8272\uff0c\u4f7f\u7528<code>linestyle<\/code>\u53c2\u6570\u8bbe\u7f6e\u7ebf\u6761\u6837\u5f0f\uff08\u5982\u865a\u7ebf\u3001\u70b9\u7ebf\u7b49\uff09\u3002\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b\uff1a<\/p>\n<pre><code class=\"language-python\">plt.plot(x, y, color=&#39;red&#39;, linestyle=&#39;--&#39;, linewidth=2)\n<\/code><\/pre>\n<p>\u8fd9\u6837\u53ef\u4ee5\u4f7f\u60a8\u7684\u56fe\u5f62\u66f4\u52a0\u4e2a\u6027\u5316\u5e76\u7b26\u5408\u60a8\u7684\u6570\u636e\u5c55\u793a\u9700\u6c42\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u5728Python\u4e2d\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528\u591a\u4e2a\u5e93\u6765\u5c06\u6563\u70b9\u56fe\u4e2d\u7684\u70b9\u8fde\u7ebf\uff0c\u6700\u5e38\u7528\u7684\u5e93\u5305\u62ecMatplotlib\u548cSeaborn\u3002 [&hellip;]","protected":false},"author":3,"featured_media":1036484,"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\/1036477"}],"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=1036477"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1036477\/revisions"}],"predecessor-version":[{"id":1036487,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1036477\/revisions\/1036487"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1036484"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1036477"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1036477"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1036477"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}