{"id":991200,"date":"2024-12-27T08:26:36","date_gmt":"2024-12-27T00:26:36","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/991200.html"},"modified":"2024-12-27T08:26:38","modified_gmt":"2024-12-27T00:26:38","slug":"%e5%a6%82%e4%bd%95python%e4%bf%ae%e6%94%b9%e8%a1%a8%e6%a0%bc%e6%95%b0%e6%8d%ae","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/991200.html","title":{"rendered":"\u5982\u4f55python\u4fee\u6539\u8868\u683c\u6570\u636e"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25065603\/09cc2851-fdce-485b-99f3-2cc8501226cf.webp\" alt=\"\u5982\u4f55python\u4fee\u6539\u8868\u683c\u6570\u636e\" \/><\/p>\n<p><p> <strong>\u8981\u5728Python\u4e2d\u4fee\u6539\u8868\u683c\u6570\u636e\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528Pandas\u5e93\u3001OpenPyXL\u5e93\u3001xlrd\u548cxlwt\u5e93\u3002Pandas\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u6570\u636e\u64cd\u4f5c\u529f\u80fd\u3001OpenPyXL\u9002\u5408\u5904\u7406Excel\u6587\u4ef6\u3001xlrd\u548cxlwt\u53ef\u4ee5\u7528\u4e8e\u5904\u7406\u66f4\u8001\u7248\u672c\u7684Excel\u6587\u4ef6\u3002<\/strong>\u63a8\u8350\u4f7f\u7528Pandas\uff0c\u56e0\u4e3a\u5b83\u662f\u6570\u636e\u5206\u6790\u4e2d\u6700\u6d41\u884c\u7684\u5e93\u4e4b\u4e00\uff0c\u5177\u6709\u4e30\u5bcc\u7684\u529f\u80fd\u548c\u7075\u6d3b\u6027\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528Pandas\u8bfb\u53d6Excel\u6587\u4ef6\uff0c\u5c06\u5176\u8f6c\u6362\u4e3aDataFrame\u5bf9\u8c61\uff0c\u7136\u540e\u5bf9\u6570\u636e\u8fdb\u884c\u4fee\u6539\u3002\u4fee\u6539\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u5c06DataFrame\u5bf9\u8c61\u4fdd\u5b58\u56deExcel\u6587\u4ef6\u3002\u8fd9\u79cd\u65b9\u6cd5\u7b80\u5355\u3001\u5feb\u6377\uff0c\u975e\u5e38\u9002\u5408\u5927\u591a\u6570\u5e38\u89c1\u7684\u6570\u636e\u5904\u7406\u4efb\u52a1\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001PANDAS\u5e93<\/p>\n<\/p>\n<p><p>Pandas\u662fPython\u4e2d\u5904\u7406\u8868\u683c\u6570\u636e\u7684\u5f3a\u5927\u5de5\u5177\u3002\u5b83\u7684DataFrame\u7ed3\u6784\u53ef\u4ee5\u8f7b\u677e\u8bfb\u53d6\u3001\u4fee\u6539\u548c\u4fdd\u5b58\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6\uff0c\u5c24\u5176\u662fExcel\u548cCSV\u6587\u4ef6\u3002<\/p>\n<\/p>\n<ol>\n<li>\u5b89\u88c5\u548c\u5bfc\u5165Pandas<\/li>\n<\/ol>\n<p><p>\u5728\u5f00\u59cb\u4f7f\u7528Pandas\u4e4b\u524d\uff0c\u4f60\u9700\u8981\u786e\u4fdd\u5b83\u5df2\u7ecf\u5b89\u88c5\u5728\u4f60\u7684Python\u73af\u5883\u4e2d\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u6765\u5b89\u88c5Pandas\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install pandas<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e00\u65e6\u5b89\u88c5\u5b8c\u6210\uff0c\u5c31\u53ef\u4ee5\u5728\u4f60\u7684Python\u4ee3\u7801\u4e2d\u5bfc\u5165Pandas\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li>\u8bfb\u53d6\u8868\u683c\u6570\u636e<\/li>\n<\/ol>\n<p><p>Pandas\u53ef\u4ee5\u8bfb\u53d6\u591a\u79cd\u683c\u5f0f\u7684\u8868\u683c\u6570\u636e\uff0c\u6700\u5e38\u89c1\u7684\u662fCSV\u548cExcel\u6587\u4ef6\u3002\u4ee5\u4e0b\u662f\u5982\u4f55\u8bfb\u53d6CSV\u548cExcel\u6587\u4ef6\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u8bfb\u53d6CSV\u6587\u4ef6<\/p>\n<p>df_csv = pd.read_csv(&#39;file.csv&#39;)<\/p>\n<h2><strong>\u8bfb\u53d6Excel\u6587\u4ef6<\/strong><\/h2>\n<p>df_excel = pd.read_excel(&#39;file.xlsx&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"3\">\n<li>\u4fee\u6539\u8868\u683c\u6570\u636e<\/li>\n<\/ol>\n<p><p>Pandas\u63d0\u4f9b\u4e86\u591a\u79cd\u65b9\u6cd5\u6765\u4fee\u6539DataFrame\u4e2d\u7684\u6570\u636e\u3002\u4f60\u53ef\u4ee5\u6dfb\u52a0\u3001\u5220\u9664\u6216\u4fee\u6539\u884c\u548c\u5217\uff0c\u8fd8\u53ef\u4ee5\u6839\u636e\u6761\u4ef6\u7b5b\u9009\u6570\u636e\u3002<\/p>\n<\/p>\n<ul>\n<li>\u4fee\u6539\u5355\u5143\u683c\u6570\u636e<\/li>\n<\/ul>\n<p><p>\u8981\u4fee\u6539\u7279\u5b9a\u5355\u5143\u683c\u7684\u6570\u636e\uff0c\u53ef\u4ee5\u4f7f\u7528DataFrame\u7684\u7d22\u5f15\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u4fee\u6539\u5355\u5143\u683c\u6570\u636e<\/p>\n<p>df.loc[0, &#39;column_name&#39;] = &#39;new_value&#39;<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ul>\n<li>\u6dfb\u52a0\u548c\u5220\u9664\u5217<\/li>\n<\/ul>\n<p><p>\u4f60\u53ef\u4ee5\u8f7b\u677e\u6dfb\u52a0\u65b0\u5217\u6216\u5220\u9664\u73b0\u6709\u5217\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u6dfb\u52a0\u65b0\u5217<\/p>\n<p>df[&#39;new_column&#39;] = [value1, value2, value3]<\/p>\n<h2><strong>\u5220\u9664\u5217<\/strong><\/h2>\n<p>df.drop(columns=[&#39;column_to_delete&#39;], inplace=True)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ul>\n<li>\u7b5b\u9009\u6570\u636e<\/li>\n<\/ul>\n<p><p>\u4f60\u53ef\u4ee5\u6839\u636e\u6761\u4ef6\u7b5b\u9009\u6570\u636e\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u7b5b\u9009\u6570\u636e<\/p>\n<p>filtered_df = df[df[&#39;column_name&#39;] &gt; threshold_value]<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"4\">\n<li>\u4fdd\u5b58\u4fee\u6539\u540e\u7684\u6570\u636e<\/li>\n<\/ol>\n<p><p>\u4fee\u6539\u5b8c\u6210\u540e\uff0c\u4f60\u53ef\u4ee5\u5c06DataFrame\u4fdd\u5b58\u56de\u6587\u4ef6\u4e2d\u3002Pandas\u652f\u6301\u591a\u79cd\u8f93\u51fa\u683c\u5f0f\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u4fdd\u5b58\u4e3aCSV\u6587\u4ef6<\/p>\n<p>df.to_csv(&#39;modified_file.csv&#39;, index=False)<\/p>\n<h2><strong>\u4fdd\u5b58\u4e3aExcel\u6587\u4ef6<\/strong><\/h2>\n<p>df.to_excel(&#39;modified_file.xlsx&#39;, index=False)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e8c\u3001OPENPYXL\u5e93<\/p>\n<\/p>\n<p><p>OpenPyXL\u662f\u4e00\u4e2a\u7528\u4e8e\u5904\u7406Excel\u6587\u4ef6\u7684Python\u5e93\uff0c\u7279\u522b\u9002\u5408\u9700\u8981\u76f4\u63a5\u64cd\u4f5cExcel\u683c\u5f0f\u6587\u4ef6\u7684\u573a\u666f\u3002<\/p>\n<\/p>\n<ol>\n<li>\u5b89\u88c5\u548c\u5bfc\u5165OpenPyXL<\/li>\n<\/ol>\n<p><p>\u9996\u5148\uff0c\u786e\u4fdd\u4f60\u7684Python\u73af\u5883\u4e2d\u5b89\u88c5\u4e86OpenPyXL\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install openpyxl<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u7136\u540e\u5728\u4ee3\u7801\u4e2d\u5bfc\u5165\u5b83\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from openpyxl import load_workbook<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li>\u8bfb\u53d6Excel\u6587\u4ef6<\/li>\n<\/ol>\n<p><p>OpenPyXL\u53ef\u4ee5\u8bfb\u53d6Excel\u6587\u4ef6\u5e76\u8fd4\u56de\u4e00\u4e2aWorkbook\u5bf9\u8c61\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u6253\u5f00Excel\u6587\u4ef6<\/p>\n<p>workbook = load_workbook(&#39;file.xlsx&#39;)<\/p>\n<h2><strong>\u9009\u62e9\u5de5\u4f5c\u8868<\/strong><\/h2>\n<p>sheet = workbook[&#39;Sheet1&#39;]<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"3\">\n<li>\u4fee\u6539\u8868\u683c\u6570\u636e<\/li>\n<\/ol>\n<p><p>\u4f60\u53ef\u4ee5\u4f7f\u7528\u884c\u5217\u7d22\u5f15\u6765\u8bbf\u95ee\u5e76\u4fee\u6539\u5355\u5143\u683c\u7684\u6570\u636e\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u4fee\u6539\u5355\u5143\u683c\u6570\u636e<\/p>\n<p>sheet[&#39;A1&#39;] = &#39;new_value&#39;<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"4\">\n<li>\u4fdd\u5b58\u4fee\u6539\u540e\u7684\u6570\u636e<\/li>\n<\/ol>\n<p><p>\u5b8c\u6210\u4fee\u6539\u540e\uff0c\u4fdd\u5b58\u6587\u4ef6\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u4fdd\u5b58\u6587\u4ef6<\/p>\n<p>workbook.save(&#39;modified_file.xlsx&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e09\u3001\u4f7f\u7528XLWT\u548cXLRD<\/p>\n<\/p>\n<p><p>\u5bf9\u4e8e\u9700\u8981\u5904\u7406\u65e7\u7248\u672cExcel\u6587\u4ef6\u7684\u7528\u6237\uff0c\u53ef\u4ee5\u4f7f\u7528xlrd\u548cxlwt\u5e93\u3002<\/p>\n<\/p>\n<ol>\n<li>\u5b89\u88c5\u548c\u5bfc\u5165<\/li>\n<\/ol>\n<p><p>\u9996\u5148\u5b89\u88c5\u8fd9\u4e24\u4e2a\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install xlrd xlwt<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u7136\u540e\u5bfc\u5165\u5b83\u4eec\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import xlrd<\/p>\n<p>import xlwt<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li>\u8bfb\u53d6\u548c\u4fee\u6539\u6570\u636e<\/li>\n<\/ol>\n<p><p>\u7531\u4e8exlrd\u548cxlwt\u5e93\u4e0d\u652f\u6301\u76f4\u63a5\u4fee\u6539Excel\u6587\u4ef6\uff0c\u56e0\u6b64\u9700\u8981\u8bfb\u53d6\u6570\u636e\u540e\u518d\u5199\u5165\u65b0\u6587\u4ef6\u3002<\/p>\n<\/p>\n<ul>\n<li>\u8bfb\u53d6\u6570\u636e<\/li>\n<\/ul>\n<p><pre><code class=\"language-python\"># \u6253\u5f00Excel\u6587\u4ef6<\/p>\n<p>workbook = xlrd.open_workbook(&#39;file.xls&#39;)<\/p>\n<h2><strong>\u9009\u62e9\u5de5\u4f5c\u8868<\/strong><\/h2>\n<p>sheet = workbook.sheet_by_index(0)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ul>\n<li>\u5199\u5165\u65b0\u6587\u4ef6<\/li>\n<\/ul>\n<p><pre><code class=\"language-python\"># \u521b\u5efa\u65b0\u5de5\u4f5c\u7c3f\u548c\u5de5\u4f5c\u8868<\/p>\n<p>new_workbook = xlwt.Workbook()<\/p>\n<p>new_sheet = new_workbook.add_sheet(&#39;Sheet1&#39;)<\/p>\n<h2><strong>\u5199\u5165\u6570\u636e<\/strong><\/h2>\n<p>for row in range(sheet.nrows):<\/p>\n<p>    for col in range(sheet.ncols):<\/p>\n<p>        new_sheet.write(row, col, sheet.cell_value(row, col))<\/p>\n<h2><strong>\u4fee\u6539\u6570\u636e<\/strong><\/h2>\n<p>new_sheet.write(0, 0, &#39;new_value&#39;)<\/p>\n<h2><strong>\u4fdd\u5b58\u6587\u4ef6<\/strong><\/h2>\n<p>new_workbook.save(&#39;modified_file.xls&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u56db\u3001\u603b\u7ed3<\/p>\n<\/p>\n<p><p>\u5728Python\u4e2d\u4fee\u6539\u8868\u683c\u6570\u636e\u6709\u591a\u79cd\u5de5\u5177\u548c\u65b9\u6cd5\u3002\u5bf9\u4e8e\u5927\u591a\u6570\u73b0\u4ee3\u5e94\u7528\u573a\u666f\uff0cPandas\u662f\u6700\u4f73\u9009\u62e9\uff0c\u56e0\u4e3a\u5b83\u5f3a\u5927\u7684\u6570\u636e\u64cd\u4f5c\u80fd\u529b\u548c\u53cb\u597d\u7684\u63a5\u53e3\u3002\u5bf9\u4e8e\u9700\u8981\u76f4\u63a5\u64cd\u4f5cExcel\u683c\u5f0f\u7684\u573a\u666f\uff0cOpenPyXL\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u9009\u62e9\u3002\u800c\u5bf9\u4e8e\u9700\u8981\u5904\u7406\u65e7\u7248\u672cExcel\u6587\u4ef6\u7684\u60c5\u51b5\uff0cxlrd\u548cxlwt\u4f9d\u7136\u662f\u53ef\u884c\u7684\u65b9\u6848\u3002\u6839\u636e\u5177\u4f53\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\uff0c\u53ef\u4ee5\u8ba9\u4f60\u7684\u6570\u636e\u5904\u7406\u4efb\u52a1\u4e8b\u534a\u529f\u500d\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5728Python\u4e2d\u8bfb\u53d6\u548c\u4fee\u6539Excel\u8868\u683c\u7684\u6570\u636e\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528<code>pandas<\/code>\u5e93\u6765\u8bfb\u53d6\u548c\u4fee\u6539Excel\u8868\u683c\u7684\u6570\u636e\u3002\u9996\u5148\uff0c\u9700\u8981\u5b89\u88c5<code>pandas<\/code>\u548c<code>openpyxl<\/code>\u5e93\u3002\u4f7f\u7528<code>pandas.read_excel()<\/code>\u51fd\u6570\u8bfb\u53d6\u8868\u683c\uff0c\u4fee\u6539\u6570\u636e\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528<code>DataFrame.to_excel()<\/code>\u5c06\u6570\u636e\u4fdd\u5b58\u5230\u65b0\u7684Excel\u6587\u4ef6\u4e2d\u3002\u8fd9\u6837\u53ef\u4ee5\u65b9\u4fbf\u5730\u5904\u7406\u548c\u5206\u6790\u6570\u636e\uff0c\u786e\u4fdd\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u5b8c\u6574\u6027\u3002<\/p>\n<p><strong>\u4f7f\u7528Python\u4fee\u6539CSV\u6587\u4ef6\u65f6\u9700\u8981\u6ce8\u610f\u54ea\u4e9b\u4e8b\u9879\uff1f<\/strong><br \/>\u5728\u4f7f\u7528Python\u4fee\u6539CSV\u6587\u4ef6\u65f6\uff0c\u5e94\u786e\u4fdd\u6587\u4ef6\u7684\u7f16\u7801\u683c\u5f0f\u4e0e\u8bfb\u53d6\u65f6\u4e00\u81f4\uff0c\u4ee5\u907f\u514d\u6570\u636e\u4e22\u5931\u6216\u4e71\u7801\u73b0\u8c61\u3002\u6b64\u5916\uff0c\u4f7f\u7528<code>pandas<\/code>\u5e93\u7684<code>read_csv()<\/code>\u51fd\u6570\u53ef\u4ee5\u8f7b\u677e\u8bfb\u53d6CSV\u6587\u4ef6\uff0c\u4fee\u6539\u540e\u518d\u4f7f\u7528<code>to_csv()<\/code>\u51fd\u6570\u4fdd\u5b58\u3002\u6ce8\u610f\u5728\u4fdd\u5b58\u65f6\u9009\u62e9\u5408\u9002\u7684\u5206\u9694\u7b26\u548c\u7f16\u7801\u683c\u5f0f\uff0c\u4ee5\u4fbf\u5176\u4ed6\u5e94\u7528\u7a0b\u5e8f\u80fd\u591f\u6b63\u786e\u8bfb\u53d6\u6587\u4ef6\u3002<\/p>\n<p><strong>\u5728Python\u4e2d\u5982\u4f55\u6279\u91cf\u4fee\u6539\u8868\u683c\u4e2d\u7684\u7279\u5b9a\u6570\u636e\uff1f<\/strong><br \/>\u82e5\u9700\u6279\u91cf\u4fee\u6539\u8868\u683c\u4e2d\u7684\u7279\u5b9a\u6570\u636e\uff0c\u53ef\u4ee5\u5229\u7528<code>pandas<\/code>\u7684\u6761\u4ef6\u7b5b\u9009\u529f\u80fd\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u5e03\u5c14\u7d22\u5f15\u9009\u62e9\u9700\u8981\u4fee\u6539\u7684\u884c\uff0c\u7136\u540e\u76f4\u63a5\u8d4b\u503c\u65b0\u7684\u6570\u636e\u3002\u4fee\u6539\u5b8c\u6210\u540e\uff0c\u4f7f\u7528<code>to_excel()<\/code>\u6216<code>to_csv()<\/code>\u4fdd\u5b58\u66f4\u6539\u7684\u7ed3\u679c\u3002\u8fd9\u79cd\u65b9\u6cd5\u7279\u522b\u9002\u5408\u5927\u6570\u636e\u96c6\u7684\u5904\u7406\uff0c\u80fd\u591f\u9ad8\u6548\u5730\u5b8c\u6210\u6570\u636e\u7684\u66f4\u65b0\u4efb\u52a1\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u8981\u5728Python\u4e2d\u4fee\u6539\u8868\u683c\u6570\u636e\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528Pandas\u5e93\u3001OpenPyXL\u5e93\u3001xlrd\u548cxlwt\u5e93\u3002Panda [&hellip;]","protected":false},"author":3,"featured_media":991208,"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\/991200"}],"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=991200"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/991200\/revisions"}],"predecessor-version":[{"id":991210,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/991200\/revisions\/991210"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/991208"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=991200"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=991200"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=991200"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}