{"id":1027203,"date":"2024-12-31T10:49:02","date_gmt":"2024-12-31T02:49:02","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1027203.html"},"modified":"2024-12-31T10:49:05","modified_gmt":"2024-12-31T02:49:05","slug":"python%e5%a6%82%e4%bd%95%e5%b0%86%e6%95%b0%e6%8d%ae%e5%ad%98%e4%b8%baexcel%e6%96%87%e4%bb%b6","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1027203.html","title":{"rendered":"python\u5982\u4f55\u5c06\u6570\u636e\u5b58\u4e3aexcel\u6587\u4ef6"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2024\/12\/2feb8d1e-0b32-41f9-b01d-69fc0affac8b.webp?x-oss-process=image\/auto-orient,1\/format,webp\" alt=\"python\u5982\u4f55\u5c06\u6570\u636e\u5b58\u4e3aexcel\u6587\u4ef6\" \/><\/p>\n<p><p> <strong>Python\u5982\u4f55\u5c06\u6570\u636e\u5b58\u4e3aExcel\u6587\u4ef6<\/strong><\/p>\n<\/p>\n<p><p>\u5728Python\u4e2d\uff0c\u6709\u591a\u79cd\u65b9\u6cd5\u53ef\u4ee5\u5c06\u6570\u636e\u5b58\u50a8\u4e3aExcel\u6587\u4ef6\u3002<strong>\u4f7f\u7528pandas\u5e93\u3001\u4f7f\u7528openpyxl\u5e93\u3001\u4f7f\u7528xlsxwriter\u5e93<\/strong>\u8fd9\u4e9b\u65b9\u6cd5\u90fd\u5404\u6709\u4f18\u70b9\u3002\u672c\u6587\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u8fd9\u4e9b\u65b9\u6cd5\uff0c\u5e76\u63a2\u8ba8\u5b83\u4eec\u5728\u4e0d\u540c\u60c5\u51b5\u4e0b\u7684\u9002\u7528\u6027\u3002<strong>\u5176\u4e2d\uff0cpandas\u5e93\u975e\u5e38\u9002\u5408\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u548c\u6570\u636e\u5206\u6790\u4efb\u52a1\u3002<\/strong><\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u4f7f\u7528Pandas\u5e93<\/h3>\n<\/p>\n<p><p>Pandas\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u5e93\uff0c\u63d0\u4f9b\u4e86\u7b80\u5355\u7684\u65b9\u6cd5\u6765\u8bfb\u5199Excel\u6587\u4ef6\u3002\u4f7f\u7528pandas\u5e93\u53ef\u4ee5\u8f7b\u677e\u5730\u5c06\u6570\u636e\u5b58\u50a8\u4e3aExcel\u6587\u4ef6\u3002<\/p>\n<\/p>\n<p><h4>1\u3001\u5b89\u88c5Pandas<\/h4>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u786e\u4fdd\u4f60\u7684Python\u73af\u5883\u4e2d\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\u4f7f\u7528Pandas\u5c06\u6570\u636e\u5b58\u50a8\u4e3aExcel\u6587\u4ef6<\/h4>\n<\/p>\n<p><p>\u4e0b\u9762\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\uff0c\u6f14\u793a\u5982\u4f55\u4f7f\u7528pandas\u5c06\u6570\u636e\u5b58\u50a8\u4e3aExcel\u6587\u4ef6\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<h2><strong>\u521b\u5efa\u4e00\u4e2aDataFrame<\/strong><\/h2>\n<p>data = {<\/p>\n<p>    &#39;Name&#39;: [&#39;John&#39;, &#39;Anna&#39;, &#39;Peter&#39;, &#39;Linda&#39;],<\/p>\n<p>    &#39;Age&#39;: [28, 24, 35, 32],<\/p>\n<p>    &#39;City&#39;: [&#39;New York&#39;, &#39;Paris&#39;, &#39;Berlin&#39;, &#39;London&#39;]<\/p>\n<p>}<\/p>\n<p>df = pd.DataFrame(data)<\/p>\n<h2><strong>\u5c06DataFrame\u5b58\u50a8\u4e3aExcel\u6587\u4ef6<\/strong><\/h2>\n<p>df.to_excel(&#39;output.xlsx&#39;, index=False)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u521b\u5efa\u4e86\u4e00\u4e2a\u5305\u542b\u4e00\u4e9b\u793a\u4f8b\u6570\u636e\u7684DataFrame\uff0c\u7136\u540e\u4f7f\u7528<code>to_excel<\/code>\u65b9\u6cd5\u5c06\u5176\u5b58\u50a8\u4e3aExcel\u6587\u4ef6\u3002<code>index=False<\/code>\u53c2\u6570\u7528\u4e8e\u907f\u514d\u5c06\u884c\u7d22\u5f15\u5b58\u50a8\u5230Excel\u6587\u4ef6\u4e2d\u3002<\/p>\n<\/p>\n<p><h3>\u4e8c\u3001\u4f7f\u7528Openpyxl\u5e93<\/h3>\n<\/p>\n<p><p>Openpyxl\u662f\u4e00\u4e2a\u7528\u4e8e\u8bfb\u5199Excel 2010 xlsx\/xlsm\/xltx\/xltm\u6587\u4ef6\u7684Python\u5e93\u3002\u5b83\u975e\u5e38\u9002\u5408\u9700\u8981\u5bf9Excel\u6587\u4ef6\u8fdb\u884c\u66f4\u8be6\u7ec6\u7684\u63a7\u5236\u548c\u64cd\u4f5c\u7684\u60c5\u51b5\u3002<\/p>\n<\/p>\n<p><h4>1\u3001\u5b89\u88c5Openpyxl<\/h4>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u786e\u4fdd\u4f60\u7684Python\u73af\u5883\u4e2d\u5df2\u7ecf\u5b89\u88c5\u4e86openpyxl\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 openpyxl<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2\u3001\u4f7f\u7528Openpyxl\u5c06\u6570\u636e\u5b58\u50a8\u4e3aExcel\u6587\u4ef6<\/h4>\n<\/p>\n<p><p>\u4e0b\u9762\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\uff0c\u6f14\u793a\u5982\u4f55\u4f7f\u7528openpyxl\u5c06\u6570\u636e\u5b58\u50a8\u4e3aExcel\u6587\u4ef6\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from openpyxl import Workbook<\/p>\n<h2><strong>\u521b\u5efa\u4e00\u4e2aWorkbook\u5bf9\u8c61<\/strong><\/h2>\n<p>wb = Workbook()<\/p>\n<p>ws = wb.active<\/p>\n<h2><strong>\u5199\u5165\u6570\u636e<\/strong><\/h2>\n<p>ws.append([&#39;Name&#39;, &#39;Age&#39;, &#39;City&#39;])<\/p>\n<p>ws.append([&#39;John&#39;, 28, &#39;New York&#39;])<\/p>\n<p>ws.append([&#39;Anna&#39;, 24, &#39;Paris&#39;])<\/p>\n<p>ws.append([&#39;Peter&#39;, 35, &#39;Berlin&#39;])<\/p>\n<p>ws.append([&#39;Linda&#39;, 32, &#39;London&#39;])<\/p>\n<h2><strong>\u4fdd\u5b58\u4e3aExcel\u6587\u4ef6<\/strong><\/h2>\n<p>wb.save(&#39;output.xlsx&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u521b\u5efa\u4e86\u4e00\u4e2aWorkbook\u5bf9\u8c61\uff0c\u5e76\u83b7\u53d6\u6d3b\u52a8\u5de5\u4f5c\u8868\uff0c\u7136\u540e\u4f7f\u7528<code>append<\/code>\u65b9\u6cd5\u9010\u884c\u5199\u5165\u6570\u636e\uff0c\u6700\u540e\u4f7f\u7528<code>save<\/code>\u65b9\u6cd5\u5c06\u5de5\u4f5c\u7c3f\u4fdd\u5b58\u4e3aExcel\u6587\u4ef6\u3002<\/p>\n<\/p>\n<p><h3>\u4e09\u3001\u4f7f\u7528XlsxWriter\u5e93<\/h3>\n<\/p>\n<p><p>XlsxWriter\u662f\u4e00\u4e2a\u7528\u4e8e\u521b\u5efaExcel 2007+ xlsx\u6587\u4ef6\u7684Python\u5e93\u3002\u5b83\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u683c\u5f0f\u5316\u9009\u9879\uff0c\u975e\u5e38\u9002\u5408\u9700\u8981\u5bf9Excel\u6587\u4ef6\u8fdb\u884c\u590d\u6742\u683c\u5f0f\u5316\u7684\u60c5\u51b5\u3002<\/p>\n<\/p>\n<p><h4>1\u3001\u5b89\u88c5XlsxWriter<\/h4>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u786e\u4fdd\u4f60\u7684Python\u73af\u5883\u4e2d\u5df2\u7ecf\u5b89\u88c5\u4e86xlsxwriter\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 xlsxwriter<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2\u3001\u4f7f\u7528XlsxWriter\u5c06\u6570\u636e\u5b58\u50a8\u4e3aExcel\u6587\u4ef6<\/h4>\n<\/p>\n<p><p>\u4e0b\u9762\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\uff0c\u6f14\u793a\u5982\u4f55\u4f7f\u7528xlsxwriter\u5c06\u6570\u636e\u5b58\u50a8\u4e3aExcel\u6587\u4ef6\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import xlsxwriter<\/p>\n<h2><strong>\u521b\u5efa\u4e00\u4e2aWorkbook\u5bf9\u8c61<\/strong><\/h2>\n<p>workbook = xlsxwriter.Workbook(&#39;output.xlsx&#39;)<\/p>\n<p>worksheet = workbook.add_worksheet()<\/p>\n<h2><strong>\u5199\u5165\u6570\u636e<\/strong><\/h2>\n<p>worksheet.write(&#39;A1&#39;, &#39;Name&#39;)<\/p>\n<p>worksheet.write(&#39;B1&#39;, &#39;Age&#39;)<\/p>\n<p>worksheet.write(&#39;C1&#39;, &#39;City&#39;)<\/p>\n<p>data = [<\/p>\n<p>    [&#39;John&#39;, 28, &#39;New York&#39;],<\/p>\n<p>    [&#39;Anna&#39;, 24, &#39;Paris&#39;],<\/p>\n<p>    [&#39;Peter&#39;, 35, &#39;Berlin&#39;],<\/p>\n<p>    [&#39;Linda&#39;, 32, &#39;London&#39;]<\/p>\n<p>]<\/p>\n<p>row = 1<\/p>\n<p>for name, age, city in data:<\/p>\n<p>    worksheet.write(row, 0, name)<\/p>\n<p>    worksheet.write(row, 1, age)<\/p>\n<p>    worksheet.write(row, 2, city)<\/p>\n<p>    row += 1<\/p>\n<h2><strong>\u4fdd\u5b58\u4e3aExcel\u6587\u4ef6<\/strong><\/h2>\n<p>workbook.close()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u521b\u5efa\u4e86\u4e00\u4e2aWorkbook\u5bf9\u8c61\uff0c\u5e76\u6dfb\u52a0\u4e86\u4e00\u4e2a\u5de5\u4f5c\u8868\uff0c\u7136\u540e\u4f7f\u7528<code>write<\/code>\u65b9\u6cd5\u9010\u5355\u5143\u683c\u5199\u5165\u6570\u636e\uff0c\u6700\u540e\u4f7f\u7528<code>close<\/code>\u65b9\u6cd5\u5c06\u5de5\u4f5c\u7c3f\u4fdd\u5b58\u4e3aExcel\u6587\u4ef6\u3002<\/p>\n<\/p>\n<p><h3>\u56db\u3001\u6bd4\u8f83\u4e09\u79cd\u65b9\u6cd5\u7684\u4f18\u7f3a\u70b9<\/h3>\n<\/p>\n<p><h4>1\u3001Pandas\u5e93<\/h4>\n<\/p>\n<p><p><strong>\u4f18\u70b9\uff1a<\/strong><\/p>\n<\/p>\n<ul>\n<li>\u5904\u7406\u548c\u5206\u6790\u5927\u89c4\u6a21\u6570\u636e\u65f6\u975e\u5e38\u9ad8\u6548\u3002<\/li>\n<li>\u63d0\u4f9b\u4e86\u7b80\u5355\u76f4\u89c2\u7684API\uff0c\u6613\u4e8e\u4f7f\u7528\u3002<\/li>\n<li>\u652f\u6301\u8bfb\u53d6\u548c\u5199\u5165\u591a\u79cd\u6587\u4ef6\u683c\u5f0f\uff08\u5305\u62ecExcel\uff09\u3002<\/li>\n<\/ul>\n<p><p><strong>\u7f3a\u70b9\uff1a<\/strong><\/p>\n<\/p>\n<ul>\n<li>\u9700\u8981\u4f9d\u8d56pandas\u5e93\uff0c\u53ef\u80fd\u4f1a\u589e\u52a0\u9879\u76ee\u7684\u4f9d\u8d56\u9879\u3002<\/li>\n<li>\u5bf9\u4e8e\u7b80\u5355\u7684Excel\u64cd\u4f5c\uff0c\u53ef\u80fd\u663e\u5f97\u8fc7\u4e8e\u91cd\u91cf\u7ea7\u3002<\/li>\n<\/ul>\n<p><h4>2\u3001Openpyxl\u5e93<\/h4>\n<\/p>\n<p><p><strong>\u4f18\u70b9\uff1a<\/strong><\/p>\n<\/p>\n<ul>\n<li>\u9002\u5408\u9700\u8981\u5bf9Excel\u6587\u4ef6\u8fdb\u884c\u8be6\u7ec6\u63a7\u5236\u548c\u64cd\u4f5c\u7684\u60c5\u51b5\u3002<\/li>\n<li>\u652f\u6301\u8bfb\u5199Excel 2010 xlsx\/xlsm\/xltx\/xltm\u6587\u4ef6\u3002<\/li>\n<li>\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684API\uff0c\u652f\u6301\u591a\u79cdExcel\u529f\u80fd\uff08\u5982\u516c\u5f0f\u3001\u56fe\u8868\u7b49\uff09\u3002<\/li>\n<\/ul>\n<p><p><strong>\u7f3a\u70b9\uff1a<\/strong><\/p>\n<\/p>\n<ul>\n<li>\u5bf9\u4e8e\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406\u53ef\u80fd\u6548\u7387\u8f83\u4f4e\u3002<\/li>\n<li>\u5b66\u4e60\u66f2\u7ebf\u8f83\u9661\u5ced\uff0cAPI\u76f8\u5bf9\u590d\u6742\u3002<\/li>\n<\/ul>\n<p><h4>3\u3001XlsxWriter\u5e93<\/h4>\n<\/p>\n<p><p><strong>\u4f18\u70b9\uff1a<\/strong><\/p>\n<\/p>\n<ul>\n<li>\u9002\u5408\u9700\u8981\u5bf9Excel\u6587\u4ef6\u8fdb\u884c\u590d\u6742\u683c\u5f0f\u5316\u7684\u60c5\u51b5\u3002<\/li>\n<li>\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u683c\u5f0f\u5316\u9009\u9879\uff0c\u652f\u6301\u591a\u79cdExcel\u529f\u80fd\uff08\u5982\u56fe\u8868\u3001\u516c\u5f0f\u7b49\uff09\u3002<\/li>\n<li>\u751f\u6210\u7684Excel\u6587\u4ef6\u4f53\u79ef\u8f83\u5c0f\u3002<\/li>\n<\/ul>\n<p><p><strong>\u7f3a\u70b9\uff1a<\/strong><\/p>\n<\/p>\n<ul>\n<li>\u53ea\u652f\u6301\u5199\u5165\uff0c\u4e0d\u652f\u6301\u8bfb\u53d6\u73b0\u6709\u7684Excel\u6587\u4ef6\u3002<\/li>\n<li>\u5bf9\u4e8e\u7b80\u5355\u7684Excel\u64cd\u4f5c\uff0c\u53ef\u80fd\u663e\u5f97\u8fc7\u4e8e\u590d\u6742\u3002<\/li>\n<\/ul>\n<p><h3>\u4e94\u3001\u5982\u4f55\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5<\/h3>\n<\/p>\n<p><p>\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\u53d6\u51b3\u4e8e\u4f60\u7684\u5177\u4f53\u9700\u6c42\u548c\u9879\u76ee\u8981\u6c42\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5efa\u8bae\uff1a<\/p>\n<\/p>\n<p><h4>1\u3001\u5982\u679c\u4f60\u9700\u8981\u5904\u7406\u548c\u5206\u6790\u5927\u89c4\u6a21\u6570\u636e\uff0c\u5e76\u4e14\u9700\u8981\u9891\u7e41\u8bfb\u5199Excel\u6587\u4ef6\uff0c<strong>\u4f7f\u7528Pandas\u5e93<\/strong>\u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u9009\u62e9\u3002\u5b83\u63d0\u4f9b\u4e86\u7b80\u5355\u76f4\u89c2\u7684API\uff0c\u53ef\u4ee5\u5e2e\u52a9\u4f60\u9ad8\u6548\u5730\u5904\u7406\u6570\u636e\u3002<\/h4>\n<\/p>\n<p><h4>2\u3001\u5982\u679c\u4f60\u9700\u8981\u5bf9Excel\u6587\u4ef6\u8fdb\u884c\u8be6\u7ec6\u63a7\u5236\u548c\u64cd\u4f5c\uff0c\u6216\u8005\u9700\u8981\u4f7f\u7528Excel\u7684\u9ad8\u7ea7\u529f\u80fd\uff08\u5982\u516c\u5f0f\u3001\u56fe\u8868\u7b49\uff09\uff0c<strong>\u4f7f\u7528Openpyxl\u5e93<\/strong>\u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u9009\u62e9\u3002\u5b83\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684API\uff0c\u53ef\u4ee5\u6ee1\u8db3\u4f60\u5bf9Excel\u6587\u4ef6\u7684\u5404\u79cd\u9700\u6c42\u3002<\/h4>\n<\/p>\n<p><h4>3\u3001\u5982\u679c\u4f60\u9700\u8981\u5bf9Excel\u6587\u4ef6\u8fdb\u884c\u590d\u6742\u683c\u5f0f\u5316\uff0c\u6216\u8005\u9700\u8981\u751f\u6210\u4f53\u79ef\u8f83\u5c0f\u7684Excel\u6587\u4ef6\uff0c<strong>\u4f7f\u7528XlsxWriter\u5e93<\/strong>\u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u9009\u62e9\u3002\u5b83\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u683c\u5f0f\u5316\u9009\u9879\uff0c\u53ef\u4ee5\u5e2e\u52a9\u4f60\u751f\u6210\u7f8e\u89c2\u7684Excel\u6587\u4ef6\u3002<\/h4>\n<\/p>\n<p><h3>\u516d\u3001\u5b9e\u9645\u5e94\u7528\u793a\u4f8b<\/h3>\n<\/p>\n<p><p>\u4e0b\u9762\u662f\u4e00\u4e2a\u7ed3\u5408Pandas\u548cXlsxWriter\u7684\u5b9e\u9645\u5e94\u7528\u793a\u4f8b\uff0c\u6f14\u793a\u5982\u4f55\u5c06\u6570\u636e\u5b58\u50a8\u4e3a\u683c\u5f0f\u5316\u7684Excel\u6587\u4ef6\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<p>import xlsxwriter<\/p>\n<h2><strong>\u521b\u5efa\u4e00\u4e2aDataFrame<\/strong><\/h2>\n<p>data = {<\/p>\n<p>    &#39;Name&#39;: [&#39;John&#39;, &#39;Anna&#39;, &#39;Peter&#39;, &#39;Linda&#39;],<\/p>\n<p>    &#39;Age&#39;: [28, 24, 35, 32],<\/p>\n<p>    &#39;City&#39;: [&#39;New York&#39;, &#39;Paris&#39;, &#39;Berlin&#39;, &#39;London&#39;]<\/p>\n<p>}<\/p>\n<p>df = pd.DataFrame(data)<\/p>\n<h2><strong>\u521b\u5efa\u4e00\u4e2aExcelWriter\u5bf9\u8c61\uff0c\u4f7f\u7528XlsxWriter\u4f5c\u4e3a\u5f15\u64ce<\/strong><\/h2>\n<p>with pd.ExcelWriter(&#39;output.xlsx&#39;, engine=&#39;xlsxwriter&#39;) as writer:<\/p>\n<p>    # \u5c06DataFrame\u5199\u5165Excel\u6587\u4ef6<\/p>\n<p>    df.to_excel(writer, sheet_name=&#39;Sheet1&#39;, index=False)<\/p>\n<p>    # \u83b7\u53d6XlsxWriter workbook\u548cworksheet\u5bf9\u8c61<\/p>\n<p>    workbook = writer.book<\/p>\n<p>    worksheet = writer.sheets[&#39;Sheet1&#39;]<\/p>\n<p>    # \u521b\u5efa\u683c\u5f0f\u5bf9\u8c61<\/p>\n<p>    header_format = workbook.add_format({&#39;bold&#39;: True, &#39;text_wrap&#39;: True, &#39;valign&#39;: &#39;top&#39;, &#39;fg_color&#39;: &#39;#D7E4BC&#39;, &#39;border&#39;: 1})<\/p>\n<p>    # \u5e94\u7528\u683c\u5f0f\u5230\u6807\u9898\u884c<\/p>\n<p>    for col_num, value in enumerate(df.columns.values):<\/p>\n<p>        worksheet.write(0, col_num, value, header_format)<\/p>\n<p>    # \u8bbe\u7f6e\u5217\u5bbd<\/p>\n<p>    worksheet.set_column(&#39;A:A&#39;, 20)<\/p>\n<p>    worksheet.set_column(&#39;B:B&#39;, 10)<\/p>\n<p>    worksheet.set_column(&#39;C:C&#39;, 20)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u521b\u5efa\u4e86\u4e00\u4e2a\u5305\u542b\u793a\u4f8b\u6570\u636e\u7684DataFrame\uff0c\u7136\u540e\u4f7f\u7528<code>pd.ExcelWriter<\/code>\u5bf9\u8c61\u5c06\u5176\u5199\u5165Excel\u6587\u4ef6\u3002\u6211\u4eec\u8fd8\u4f7f\u7528XlsxWriter\u5f15\u64ce\u6765\u521b\u5efa\u683c\u5f0f\u5bf9\u8c61\uff0c\u5e76\u5e94\u7528\u5230Excel\u6587\u4ef6\u4e2d\u3002\u8fd9\u6837\u53ef\u4ee5\u751f\u6210\u4e00\u4e2a\u7f8e\u89c2\u7684Excel\u6587\u4ef6\uff0c\u540c\u65f6\u4fdd\u7559Pandas\u5904\u7406\u6570\u636e\u7684\u4f18\u52bf\u3002<\/p>\n<\/p>\n<p><h3>\u4e03\u3001\u603b\u7ed3<\/h3>\n<\/p>\n<p><p>\u5728Python\u4e2d\uff0c\u5c06\u6570\u636e\u5b58\u50a8\u4e3aExcel\u6587\u4ef6\u53ef\u4ee5\u4f7f\u7528\u591a\u79cd\u65b9\u6cd5\uff0c\u5305\u62ecPandas\u5e93\u3001Openpyxl\u5e93\u548cXlsxWriter\u5e93\u3002\u6bcf\u79cd\u65b9\u6cd5\u90fd\u6709\u5176\u4f18\u7f3a\u70b9\uff0c\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\u53d6\u51b3\u4e8e\u5177\u4f53\u9700\u6c42\u548c\u9879\u76ee\u8981\u6c42\u3002\u901a\u8fc7\u672c\u6587\u7684\u4ecb\u7ecd\uff0c\u76f8\u4fe1\u4f60\u5df2\u7ecf\u5bf9\u8fd9\u4e9b\u65b9\u6cd5\u6709\u4e86\u8f83\u4e3a\u5168\u9762\u7684\u4e86\u89e3\uff0c\u5e76\u80fd\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u9009\u62e9\u6700\u9002\u5408\u7684\u65b9\u6cd5\u3002\u65e0\u8bba\u662f\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u3001\u8fdb\u884c\u8be6\u7ec6\u63a7\u5236\u548c\u64cd\u4f5c\uff0c\u8fd8\u662f\u751f\u6210\u683c\u5f0f\u5316\u7684Excel\u6587\u4ef6\uff0cPython\u90fd\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u5de5\u5177\u548c\u5e93\uff0c\u5e2e\u52a9\u4f60\u9ad8\u6548\u5730\u5b8c\u6210\u4efb\u52a1\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5728Python\u4e2d\u5b89\u88c5\u6240\u9700\u7684\u5e93\u4ee5\u5904\u7406Excel\u6587\u4ef6\uff1f<\/strong><br \/>\u5728Python\u4e2d\u5904\u7406Excel\u6587\u4ef6\uff0c\u901a\u5e38\u4f7f\u7528<code>pandas<\/code>\u5e93\u548c<code>openpyxl<\/code>\u5e93\u3002\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u5b89\u88c5\u5b83\u4eec\uff1a<\/p>\n<pre><code class=\"language-bash\">pip install pandas openpyxl\n<\/code><\/pre>\n<p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u5c31\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e9b\u5e93\u6765\u521b\u5efa\u548c\u64cd\u4f5cExcel\u6587\u4ef6\u3002<\/p>\n<p><strong>Python\u4e2d\u5982\u4f55\u5c06DataFrame\u5bfc\u51fa\u4e3aExcel\u6587\u4ef6\uff1f<\/strong><br \/>\u4f7f\u7528<code>pandas<\/code>\u5e93\uff0c\u53ef\u4ee5\u8f7b\u677e\u5730\u5c06DataFrame\u5bfc\u51fa\u4e3aExcel\u6587\u4ef6\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\uff1a<\/p>\n<pre><code class=\"language-python\">import pandas as pd\n\n# \u521b\u5efa\u4e00\u4e2a\u793a\u4f8bDataFrame\ndata = {\n    &#39;\u59d3\u540d&#39;: [&#39;\u5f20\u4e09&#39;, &#39;\u674e\u56db&#39;, &#39;\u738b\u4e94&#39;],\n    &#39;\u5e74\u9f84&#39;: [28, 34, 29],\n}\ndf = pd.DataFrame(data)\n\n# \u5c06DataFrame\u4fdd\u5b58\u4e3aExcel\u6587\u4ef6\ndf.to_excel(&#39;output.xlsx&#39;, index=False)\n<\/code><\/pre>\n<p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c<code>to_excel<\/code>\u65b9\u6cd5\u5c06DataFrame\u4fdd\u5b58\u4e3a\u540d\u4e3a<code>output.xlsx<\/code>\u7684Excel\u6587\u4ef6\u3002<\/p>\n<p><strong>\u5982\u4f55\u5728Python\u4e2d\u5411\u73b0\u6709\u7684Excel\u6587\u4ef6\u6dfb\u52a0\u6570\u636e\uff1f<\/strong><br \/>\u53ef\u4ee5\u4f7f\u7528<code>openpyxl<\/code>\u5e93\u6765\u5411\u73b0\u6709\u7684Excel\u6587\u4ef6\u6dfb\u52a0\u6570\u636e\u3002\u793a\u4f8b\u5982\u4e0b\uff1a<\/p>\n<pre><code class=\"language-python\">from openpyxl import load_workbook\n\n# \u52a0\u8f7d\u73b0\u6709\u7684Excel\u6587\u4ef6\nworkbook = load_workbook(&#39;existing_file.xlsx&#39;)\nsheet = workbook.active\n\n# \u5728\u6307\u5b9a\u5355\u5143\u683c\u6dfb\u52a0\u6570\u636e\nsheet[&#39;A1&#39;] = &#39;\u65b0\u6570\u636e&#39;\n\n# \u4fdd\u5b58\u4fee\u6539\nworkbook.save(&#39;existing_file.xlsx&#39;)\n<\/code><\/pre>\n<p>\u8fd9\u79cd\u65b9\u5f0f\u53ef\u4ee5\u5728\u4e0d\u8986\u76d6\u539f\u6587\u4ef6\u7684\u60c5\u51b5\u4e0b\u5411Excel\u6587\u4ef6\u4e2d\u6dfb\u52a0\u65b0\u5185\u5bb9\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Python\u5982\u4f55\u5c06\u6570\u636e\u5b58\u4e3aExcel\u6587\u4ef6 \u5728Python\u4e2d\uff0c\u6709\u591a\u79cd\u65b9\u6cd5\u53ef\u4ee5\u5c06\u6570\u636e\u5b58\u50a8\u4e3aExcel\u6587\u4ef6\u3002\u4f7f\u7528pa [&hellip;]","protected":false},"author":3,"featured_media":1027208,"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\/1027203"}],"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=1027203"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1027203\/revisions"}],"predecessor-version":[{"id":1027210,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1027203\/revisions\/1027210"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1027208"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1027203"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1027203"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1027203"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}