{"id":962908,"date":"2024-12-27T04:12:46","date_gmt":"2024-12-26T20:12:46","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/962908.html"},"modified":"2024-12-27T04:12:47","modified_gmt":"2024-12-26T20:12:47","slug":"python-%e5%a6%82%e4%bd%95%e4%bb%8eexcel%e8%a1%a8%e6%a0%bc","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/962908.html","title":{"rendered":"python \u5982\u4f55\u4eceexcel\u8868\u683c"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/24180502\/f986a9bc-f1ef-4c5d-a9b8-22793746d4c7.webp\" alt=\"python \u5982\u4f55\u4eceexcel\u8868\u683c\" \/><\/p>\n<p><p> <strong>\u8981\u4eceExcel\u8868\u683c\u4e2d\u8bfb\u53d6\u6570\u636e\uff0cPython\u63d0\u4f9b\u4e86\u591a\u79cd\u9ad8\u6548\u7684\u65b9\u6cd5\uff0c\u4e3b\u8981\u5305\u62ec\u4f7f\u7528pandas\u5e93\u3001openpyxl\u5e93\u548cxlrd\u5e93\u3002<\/strong>\u5176\u4e2d\uff0cpandas\u5e93\u56e0\u5176\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u80fd\u529b\u548c\u7b80\u4fbf\u7684\u64cd\u4f5c\u800c\u5907\u53d7\u6b22\u8fce\uff0c\u800copenpyxl\u9002\u7528\u4e8e\u5904\u7406.xlsx\u6587\u4ef6\uff0cxlrd\u5219\u7528\u4e8e\u8bfb\u53d6.xls\u6587\u4ef6\u3002<strong>pandas\u5e93\u3001openpyxl\u5e93\u3001xlrd\u5e93<\/strong>\u90fd\u662f\u5904\u7406Excel\u6570\u636e\u7684\u4f18\u79c0\u5de5\u5177\u3002\u63a5\u4e0b\u6765\uff0c\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528pandas\u5e93\u4eceExcel\u8868\u683c\u4e2d\u8bfb\u53d6\u6570\u636e\u3002<\/p>\n<\/p>\n<p><p>pandas\u5e93\u662fPython\u4e2d\u4e00\u4e2a\u5f3a\u5927\u7684\u6570\u636e\u5206\u6790\u548c\u6570\u636e\u5904\u7406\u5e93\uff0c\u80fd\u591f\u65b9\u4fbf\u5730\u5904\u7406\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\uff0c\u5176\u4e2d\u5305\u62ecExcel\u6587\u4ef6\u3002\u4f7f\u7528pandas\u8bfb\u53d6Excel\u6587\u4ef6\u7684\u6b65\u9aa4\u5982\u4e0b\uff1a\u9996\u5148\uff0c\u9700\u8981\u5b89\u88c5pandas\u5e93\uff08\u5982\u679c\u5c1a\u672a\u5b89\u88c5\uff09\uff0c\u7136\u540e\u4f7f\u7528pandas\u63d0\u4f9b\u7684read_excel\u51fd\u6570\u8bfb\u53d6Excel\u6587\u4ef6\u3002\u8fd9\u4e2a\u51fd\u6570\u4e0d\u4ec5\u80fd\u591f\u8bfb\u53d6Excel\u8868\u683c\uff0c\u8fd8\u80fd\u6307\u5b9a\u8bfb\u53d6\u7684\u5de5\u4f5c\u8868\u3001\u5217\u540d\u7b49\uff0c\u7075\u6d3b\u6027\u975e\u5e38\u9ad8\u3002<\/p>\n<\/p>\n<p><p>\u5728\u8be6\u7ec6\u8bb2\u89e3pandas\u5e93\u4e4b\u524d\uff0c\u5148\u5feb\u901f\u4e86\u89e3\u4e00\u4e0b\u5176\u4ed6\u4e24\u79cd\u65b9\u6cd5\uff1aopenpyxl\u548cxlrd\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u4f7f\u7528pandas\u8bfb\u53d6Excel\u6587\u4ef6<\/p>\n<\/p>\n<ol>\n<li>\u5b89\u88c5\u548c\u5bfc\u5165pandas<\/p>\n<p>\u8981\u4f7f\u7528pandas\u8bfb\u53d6Excel\u6587\u4ef6\uff0c\u9996\u5148\u9700\u8981\u786e\u4fdd\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<\/li>\n<\/p>\n<\/ol>\n<p><pre><code class=\"language-bash\">pip install pandas<\/p>\n<p>pip install openpyxl  # \u4e3a\u4e86\u786e\u4fddpandas\u80fd\u591f\u5904\u7406.xlsx\u6587\u4ef6<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u5728Python\u811a\u672c\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>\u4f7f\u7528read_excel\u51fd\u6570\u8bfb\u53d6Excel\u6587\u4ef6<\/p>\n<p>pandas\u63d0\u4f9b\u7684read_excel\u51fd\u6570\u662f\u8bfb\u53d6Excel\u6587\u4ef6\u7684\u6838\u5fc3\u5de5\u5177\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\uff1a<\/li>\n<\/p>\n<\/ol>\n<p><pre><code class=\"language-python\"># \u8bfb\u53d6Excel\u6587\u4ef6<\/p>\n<p>df = pd.read_excel(&#39;example.xlsx&#39;)<\/p>\n<h2><strong>\u663e\u793a\u6570\u636e\u6846\u7684\u524d\u4e94\u884c<\/strong><\/h2>\n<p>print(df.head())<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c<code>example.xlsx<\/code>\u662f\u8981\u8bfb\u53d6\u7684Excel\u6587\u4ef6\u540d\u3002<code>df<\/code>\u662f\u8bfb\u53d6\u540e\u7684\u6570\u636e\u6846\uff0c\u53ef\u4ee5\u4f7f\u7528pandas\u63d0\u4f9b\u7684\u5404\u79cd\u65b9\u6cd5\u8fdb\u884c\u6570\u636e\u5206\u6790\u548c\u5904\u7406\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li>\u6307\u5b9a\u5de5\u4f5c\u8868\u548c\u5217<\/p>\n<p>read_excel\u51fd\u6570\u5141\u8bb8\u7528\u6237\u6307\u5b9a\u8981\u8bfb\u53d6\u7684\u5de5\u4f5c\u8868\u548c\u5217\uff1a<\/li>\n<\/p>\n<\/ol>\n<p><pre><code class=\"language-python\"># \u8bfb\u53d6\u6307\u5b9a\u7684\u5de5\u4f5c\u8868<\/p>\n<p>df = pd.read_excel(&#39;example.xlsx&#39;, sheet_name=&#39;Sheet1&#39;)<\/p>\n<h2><strong>\u8bfb\u53d6\u6307\u5b9a\u7684\u5217<\/strong><\/h2>\n<p>df = pd.read_excel(&#39;example.xlsx&#39;, usecols=[&#39;A&#39;, &#39;B&#39;, &#39;C&#39;])<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c<code>sheet_name<\/code>\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u5de5\u4f5c\u8868\uff0c<code>usecols<\/code>\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u8981\u8bfb\u53d6\u7684\u5217\u3002<\/p>\n<\/p>\n<ol start=\"4\">\n<li>\u5904\u7406\u7f3a\u5931\u503c<\/p>\n<p>\u5728\u8bfb\u53d6\u6570\u636e\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528pandas\u7684\u529f\u80fd\u6765\u5904\u7406\u7f3a\u5931\u503c\uff1a<\/li>\n<\/p>\n<\/ol>\n<p><pre><code class=\"language-python\"># \u5220\u9664\u5305\u542b\u7f3a\u5931\u503c\u7684\u884c<\/p>\n<p>df.dropna(inplace=True)<\/p>\n<h2><strong>\u7528\u7279\u5b9a\u503c\u586b\u5145\u7f3a\u5931\u503c<\/strong><\/h2>\n<p>df.fillna(0, inplace=True)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e8c\u3001\u4f7f\u7528openpyxl\u8bfb\u53d6Excel\u6587\u4ef6<\/p>\n<\/p>\n<p><p>openpyxl\u5e93\u662f\u4e00\u4e2a\u4e13\u95e8\u7528\u4e8e\u5904\u7406.xlsx\u683c\u5f0fExcel\u6587\u4ef6\u7684Python\u5e93\u3002\u4ee5\u4e0b\u662f\u5982\u4f55\u4f7f\u7528openpyxl\u8bfb\u53d6Excel\u6587\u4ef6\u7684\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u5b89\u88c5\u548c\u5bfc\u5165openpyxl<\/p>\n<p>\u5982\u679c\u5c1a\u672a\u5b89\u88c5openpyxl\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\uff1a<\/li>\n<\/p>\n<\/ol>\n<p><pre><code class=\"language-bash\">pip install openpyxl<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u7136\u540e\u5728Python\u811a\u672c\u4e2d\u5bfc\u5165openpyxl\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<\/p>\n<p>\u4f7f\u7528openpyxl\u7684load_workbook\u51fd\u6570\u53ef\u4ee5\u8bfb\u53d6Excel\u6587\u4ef6\uff1a<\/li>\n<\/p>\n<\/ol>\n<p><pre><code class=\"language-python\"># \u52a0\u8f7d\u5de5\u4f5c\u7c3f<\/p>\n<p>workbook = load_workbook(&#39;example.xlsx&#39;)<\/p>\n<h2><strong>\u9009\u62e9\u5de5\u4f5c\u8868<\/strong><\/h2>\n<p>sheet = workbook[&#39;Sheet1&#39;]<\/p>\n<h2><strong>\u8bfb\u53d6\u5355\u5143\u683c\u6570\u636e<\/strong><\/h2>\n<p>for row in sheet.iter_rows(min_row=1, max_row=5, min_col=1, max_col=3, values_only=True):<\/p>\n<p>    print(row)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"3\">\n<li>\u8bfb\u53d6\u548c\u5199\u5165\u5355\u5143\u683c<\/p>\n<p>openpyxl\u53ef\u4ee5\u8bfb\u53d6\u548c\u5199\u5165\u5355\u5143\u683c\u7684\u6570\u636e\uff1a<\/li>\n<\/p>\n<\/ol>\n<p><pre><code class=\"language-python\"># \u8bfb\u53d6\u5355\u5143\u683c\u6570\u636e<\/p>\n<p>cell_value = sheet[&#39;A1&#39;].value<\/p>\n<p>print(cell_value)<\/p>\n<h2><strong>\u5199\u5165\u5355\u5143\u683c\u6570\u636e<\/strong><\/h2>\n<p>sheet[&#39;A1&#39;] = &#39;New Value&#39;<\/p>\n<p>workbook.save(&#39;example.xlsx&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e09\u3001\u4f7f\u7528xlrd\u8bfb\u53d6Excel\u6587\u4ef6<\/p>\n<\/p>\n<p><p>xlrd\u5e93\u7528\u4e8e\u8bfb\u53d6.xls\u683c\u5f0f\u7684Excel\u6587\u4ef6\u3002\u4ee5\u4e0b\u662f\u5982\u4f55\u4f7f\u7528xlrd\u8bfb\u53d6Excel\u6587\u4ef6\u7684\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u5b89\u88c5\u548c\u5bfc\u5165xlrd<\/p>\n<p>\u5982\u679c\u5c1a\u672a\u5b89\u88c5xlrd\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\uff1a<\/li>\n<\/p>\n<\/ol>\n<p><pre><code class=\"language-bash\">pip install xlrd<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u7136\u540e\u5728Python\u811a\u672c\u4e2d\u5bfc\u5165xlrd\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import xlrd<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li>\u8bfb\u53d6Excel\u6587\u4ef6<\/p>\n<p>\u4f7f\u7528xlrd\u53ef\u4ee5\u8bfb\u53d6Excel\u6587\u4ef6\u7684\u5185\u5bb9\uff1a<\/li>\n<\/p>\n<\/ol>\n<p><pre><code class=\"language-python\"># \u6253\u5f00Excel\u6587\u4ef6<\/p>\n<p>workbook = xlrd.open_workbook(&#39;example.xls&#39;)<\/p>\n<h2><strong>\u9009\u62e9\u5de5\u4f5c\u8868<\/strong><\/h2>\n<p>sheet = workbook.sheet_by_name(&#39;Sheet1&#39;)<\/p>\n<h2><strong>\u8bfb\u53d6\u5355\u5143\u683c\u6570\u636e<\/strong><\/h2>\n<p>for row_idx in range(sheet.nrows):<\/p>\n<p>    row = sheet.row(row_idx)<\/p>\n<p>    print([cell.value for cell in row])<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"3\">\n<li>\u8bfb\u53d6\u6307\u5b9a\u5355\u5143\u683c<\/p>\n<p>\u53ef\u4ee5\u76f4\u63a5\u8bfb\u53d6\u6307\u5b9a\u5355\u5143\u683c\u7684\u6570\u636e\uff1a<\/li>\n<\/p>\n<\/ol>\n<p><pre><code class=\"language-python\"># \u8bfb\u53d6\u5355\u5143\u683c\u6570\u636e<\/p>\n<p>cell_value = sheet.cell(0, 0).value<\/p>\n<p>print(cell_value)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u56db\u3001\u603b\u7ed3<\/p>\n<\/p>\n<p><p>\u4eceExcel\u8868\u683c\u4e2d\u8bfb\u53d6\u6570\u636e\u5bf9\u4e8e\u8bb8\u591a\u6570\u636e\u5206\u6790\u4efb\u52a1\u662f\u4e00\u4e2a\u5e38\u89c1\u7684\u9700\u6c42\u3002\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528pandas\u3001openpyxl\u548cxlrd\u5e93\u6765\u8bfb\u53d6Excel\u6587\u4ef6\u3002<strong>pandas\u5e93\u4ee5\u5176\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u80fd\u529b\u548c\u7b80\u4fbf\u6027\u6210\u4e3a\u9996\u9009\u5de5\u5177<\/strong>\uff0c\u5c24\u5176\u662f\u5728\u5904\u7406\u5927\u578b\u6570\u636e\u96c6\u65f6\u3002\u800copenpyxl\u548cxlrd\u5219\u63d0\u4f9b\u4e86\u5bf9\u7279\u5b9a\u683c\u5f0f\u6587\u4ef6\u7684\u652f\u6301\u548c\u5904\u7406\u80fd\u529b\u3002\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\u53ef\u4ee5\u5927\u5927\u63d0\u9ad8\u6570\u636e\u5904\u7406\u7684\u6548\u7387\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5728Python\u4e2d\u8bfb\u53d6Excel\u6587\u4ef6\uff1f<\/strong><br \/>\u8981\u5728Python\u4e2d\u8bfb\u53d6Excel\u6587\u4ef6\uff0c\u53ef\u4ee5\u4f7f\u7528<code>pandas<\/code>\u5e93\u3002\u9996\u5148\uff0c\u786e\u4fdd\u4f60\u5df2\u7ecf\u5b89\u88c5\u4e86<code>pandas<\/code>\u548c<code>openpyxl<\/code>\u5e93\u3002\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u53ef\u4ee5\u8f7b\u677e\u52a0\u8f7dExcel\u6587\u4ef6\uff1a  <\/p>\n<pre><code class=\"language-python\">import pandas as pd\n\n# \u8bfb\u53d6Excel\u6587\u4ef6\ndf = pd.read_excel(&#39;\u6587\u4ef6\u8def\u5f84.xlsx&#39;)\nprint(df)\n<\/code><\/pre>\n<p>\u8fd9\u6bb5\u4ee3\u7801\u5c06\u8bfb\u53d6\u6307\u5b9a\u8def\u5f84\u4e0b\u7684Excel\u6587\u4ef6\u5e76\u5c06\u5176\u5185\u5bb9\u5b58\u50a8\u5728\u4e00\u4e2aDataFrame\u5bf9\u8c61\u4e2d\uff0c\u65b9\u4fbf\u540e\u7eed\u7684\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u3002<\/p>\n<p><strong>\u53ef\u4ee5\u7528\u4ec0\u4e48\u65b9\u6cd5\u5c06\u6570\u636e\u5199\u5165Excel\u6587\u4ef6\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528<code>pandas<\/code>\u7684<code>to_excel<\/code>\u65b9\u6cd5\u5c06\u6570\u636e\u5199\u5165Excel\u6587\u4ef6\u3002\u4f7f\u7528\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b\uff1a  <\/p>\n<pre><code class=\"language-python\"># \u5c06DataFrame\u5199\u5165Excel\u6587\u4ef6\ndf.to_excel(&#39;\u8f93\u51fa\u6587\u4ef6\u8def\u5f84.xlsx&#39;, index=False)\n<\/code><\/pre>\n<p>\u8fd9\u6bb5\u4ee3\u7801\u4f1a\u5c06DataFrame\u4e2d\u7684\u6570\u636e\u5199\u5165\u6307\u5b9a\u8def\u5f84\u7684Excel\u6587\u4ef6\u4e2d\uff0c<code>index=False<\/code>\u7684\u53c2\u6570\u8bbe\u7f6e\u53ef\u4ee5\u907f\u514d\u5c06\u884c\u7d22\u5f15\u5199\u5165\u6587\u4ef6\u3002<\/p>\n<p><strong>\u5982\u4f55\u5904\u7406Excel\u4e2d\u7684\u591a\u4e2a\u5de5\u4f5c\u8868\uff1f<\/strong><br \/>\u5982\u679cExcel\u6587\u4ef6\u5305\u542b\u591a\u4e2a\u5de5\u4f5c\u8868\uff0c\u4f7f\u7528<code>pandas<\/code>\u53ef\u4ee5\u901a\u8fc7<code>sheet_name<\/code>\u53c2\u6570\u6307\u5b9a\u9700\u8981\u8bfb\u53d6\u7684\u5de5\u4f5c\u8868\u3002\u4f8b\u5982\uff1a  <\/p>\n<pre><code class=\"language-python\"># \u8bfb\u53d6\u6307\u5b9a\u5de5\u4f5c\u8868\ndf = pd.read_excel(&#39;\u6587\u4ef6\u8def\u5f84.xlsx&#39;, sheet_name=&#39;\u5de5\u4f5c\u8868\u540d\u79f0&#39;)\n<\/code><\/pre>\n<p>\u6b64\u5916\uff0c\u82e5\u9700\u8981\u8bfb\u53d6\u6240\u6709\u5de5\u4f5c\u8868\uff0c\u53ef\u4ee5\u4f7f\u7528\uff1a  <\/p>\n<pre><code class=\"language-python\"># \u8bfb\u53d6\u6240\u6709\u5de5\u4f5c\u8868\ndfs = pd.read_excel(&#39;\u6587\u4ef6\u8def\u5f84.xlsx&#39;, sheet_name=None)\n<\/code><\/pre>\n<p>\u8fd9\u6837\u4f1a\u8fd4\u56de\u4e00\u4e2a\u5b57\u5178\uff0c\u5b57\u5178\u7684\u952e\u4e3a\u5de5\u4f5c\u8868\u540d\u79f0\uff0c\u503c\u4e3a\u5bf9\u5e94\u7684DataFrame\u5bf9\u8c61\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u8981\u4eceExcel\u8868\u683c\u4e2d\u8bfb\u53d6\u6570\u636e\uff0cPython\u63d0\u4f9b\u4e86\u591a\u79cd\u9ad8\u6548\u7684\u65b9\u6cd5\uff0c\u4e3b\u8981\u5305\u62ec\u4f7f\u7528pandas\u5e93\u3001openpyxl\u5e93 [&hellip;]","protected":false},"author":3,"featured_media":962911,"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\/962908"}],"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=962908"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/962908\/revisions"}],"predecessor-version":[{"id":962913,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/962908\/revisions\/962913"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/962911"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=962908"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=962908"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=962908"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}