{"id":1187777,"date":"2025-01-15T20:09:26","date_gmt":"2025-01-15T12:09:26","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1187777.html"},"modified":"2025-01-15T20:09:29","modified_gmt":"2025-01-15T12:09:29","slug":"python%e5%a6%82%e4%bd%95%e5%a4%84%e7%90%86%e5%a4%9a%e4%b8%aaexcol","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1187777.html","title":{"rendered":"python\u5982\u4f55\u5904\u7406\u591a\u4e2aexcol"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25140256\/5ec7044a-4103-4676-a791-bd3827a59bf9.webp\" alt=\"python\u5982\u4f55\u5904\u7406\u591a\u4e2aexcol\" \/><\/p>\n<p><p> <strong>Python\u5904\u7406\u591a\u4e2aExcel\u6587\u4ef6\u7684\u65b9\u6cd5\u5305\u62ec\u4f7f\u7528pandas\u5e93\u3001openpyxl\u5e93\u3001xlrd\u5e93\u7b49\u3002<\/strong>\u5176\u4e2d\uff0c<strong>pandas\u5e93<\/strong>\u662f\u6700\u5e38\u7528\u548c\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u53ef\u4ee5\u9ad8\u6548\u5730\u5904\u7406\u6570\u636e\uff0c\u5e76\u4e14\u53ef\u4ee5\u8f7b\u677e\u5730\u8bfb\u53d6\u3001\u5408\u5e76\u548c\u5199\u5165Excel\u6587\u4ef6\u3002<strong>openpyxl\u5e93<\/strong>\u9002\u5408\u5904\u7406Excel 2010\u53ca\u4ee5\u4e0a\u7248\u672c\u7684.xlsx\u6587\u4ef6\uff0c\u63d0\u4f9b\u4e86\u5bf9Excel\u6587\u4ef6\u7684\u8bfb\u5199\u529f\u80fd\u3002<strong>xlrd\u5e93<\/strong>\u4e3b\u8981\u7528\u4e8e\u8bfb\u53d6Excel\u6587\u4ef6\uff0c\u4f46\u7531\u4e8e\u5176\u4e0d\u518d\u652f\u6301.xlsx\u6587\u4ef6\u7684\u5199\u64cd\u4f5c\uff0c\u901a\u5e38\u4e0e\u5176\u4ed6\u5e93\u7ed3\u5408\u4f7f\u7528\u3002<\/p>\n<\/p>\n<p><p>\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528pandas\u5e93\u5904\u7406\u591a\u4e2aExcel\u6587\u4ef6\u3002<\/p>\n<\/p>\n<h2><strong>\u4e00\u3001\u4f7f\u7528pandas\u5e93\u5904\u7406\u591a\u4e2aExcel\u6587\u4ef6<\/strong><\/h2>\n<p><h2>1\u3001\u8bfb\u53d6\u591a\u4e2aExcel\u6587\u4ef6<\/h2>\n<\/p>\n<p><p>\u4f7f\u7528pandas\u5e93\u8bfb\u53d6Excel\u6587\u4ef6\u975e\u5e38\u7b80\u5355\uff0c\u53ef\u4ee5\u4f7f\u7528<code>pd.read_excel()<\/code>\u51fd\u6570\u6765\u8bfb\u53d6\u5355\u4e2aExcel\u6587\u4ef6\u3002\u82e5\u9700\u8981\u8bfb\u53d6\u591a\u4e2a\u6587\u4ef6\uff0c\u53ef\u4ee5\u5229\u7528\u5faa\u73af\u6216\u8005\u5217\u8868\u63a8\u5bfc\u5f0f\u6279\u91cf\u8bfb\u53d6\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<h2><strong>\u8bfb\u53d6\u5355\u4e2aExcel\u6587\u4ef6<\/strong><\/h2>\n<p>df_single = pd.read_excel(&#39;file1.xlsx&#39;)<\/p>\n<h2><strong>\u8bfb\u53d6\u591a\u4e2aExcel\u6587\u4ef6<\/strong><\/h2>\n<p>file_names = [&#39;file1.xlsx&#39;, &#39;file2.xlsx&#39;, &#39;file3.xlsx&#39;]<\/p>\n<p>dataframes = [pd.read_excel(file) for file in file_names]<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u4e0a\u8ff0\u4ee3\u7801\u4e2d\uff0c<code>dataframes<\/code>\u662f\u4e00\u4e2a\u5305\u542b\u591a\u4e2aDataFrame\u5bf9\u8c61\u7684\u5217\u8868\uff0c\u6bcf\u4e2aDataFrame\u5bf9\u8c61\u5bf9\u5e94\u4e00\u4e2aExcel\u6587\u4ef6\u7684\u6570\u636e\u3002<\/p>\n<\/p>\n<p><h2>2\u3001\u5408\u5e76\u591a\u4e2aExcel\u6587\u4ef6<\/h2>\n<\/p>\n<p><p>\u5f53\u6211\u4eec\u8bfb\u53d6\u4e86\u591a\u4e2aExcel\u6587\u4ef6\u540e\uff0c\u5e38\u5e38\u9700\u8981\u5c06\u5b83\u4eec\u5408\u5e76\u6210\u4e00\u4e2aDataFrame\u3002\u53ef\u4ee5\u4f7f\u7528<code>pd.concat()<\/code>\u51fd\u6570\u6765\u5408\u5e76\u8fd9\u4e9bDataFrame\u5bf9\u8c61\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u5408\u5e76\u591a\u4e2aDataFrame<\/p>\n<p>merged_df = pd.concat(dataframes, ignore_index=True)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u4e0a\u8ff0\u4ee3\u7801\u4e2d\uff0c<code>ignore_index=True<\/code>\u53c2\u6570\u786e\u4fdd\u5408\u5e76\u540e\u7684DataFrame\u62e5\u6709\u8fde\u7eed\u7684\u7d22\u5f15\u3002<\/p>\n<\/p>\n<p><h2>3\u3001\u5904\u7406\u591a\u4e2aSheet<\/h2>\n<\/p>\n<p><p>\u6709\u65f6\uff0c\u4e00\u4e2aExcel\u6587\u4ef6\u53ef\u80fd\u5305\u542b\u591a\u4e2aSheet\u3002\u53ef\u4ee5\u4f7f\u7528<code>sheet_name<\/code>\u53c2\u6570\u6765\u6307\u5b9a\u8981\u8bfb\u53d6\u7684Sheet\uff0c\u4e5f\u53ef\u4ee5\u4f7f\u7528<code>sheet_name=None<\/code>\u4e00\u6b21\u6027\u8bfb\u53d6\u6240\u6709Sheet\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u8bfb\u53d6\u6307\u5b9aSheet<\/p>\n<p>df_sheet = pd.read_excel(&#39;file1.xlsx&#39;, sheet_name=&#39;Sheet1&#39;)<\/p>\n<h2><strong>\u8bfb\u53d6\u6240\u6709Sheet<\/strong><\/h2>\n<p>all_sheets = pd.read_excel(&#39;file1.xlsx&#39;, sheet_name=None)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8bfb\u53d6\u6240\u6709Sheet\u65f6\uff0c<code>all_sheets<\/code>\u662f\u4e00\u4e2a\u5b57\u5178\uff0c\u952e\u662fSheet\u540d\u79f0\uff0c\u503c\u662f\u5bf9\u5e94\u7684DataFrame\u3002<\/p>\n<\/p>\n<p><h2>4\u3001\u5199\u5165\u591a\u4e2aExcel\u6587\u4ef6<\/h2>\n<\/p>\n<p><p>\u5904\u7406\u5b8c\u6570\u636e\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528<code>to_excel()<\/code>\u51fd\u6570\u5c06DataFrame\u5199\u5165Excel\u6587\u4ef6\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u5199\u5165\u5355\u4e2aDataFrame<\/p>\n<p>merged_df.to_excel(&#39;merged_file.xlsx&#39;, index=False)<\/p>\n<h2><strong>\u5199\u5165\u591a\u4e2aDataFrame\u5230\u4e0d\u540c\u7684Sheet<\/strong><\/h2>\n<p>with pd.ExcelWriter(&#39;multiple_sheets.xlsx&#39;) as writer:<\/p>\n<p>    for i, df in enumerate(dataframes):<\/p>\n<p>        df.to_excel(writer, sheet_name=f&#39;Sheet{i+1}&#39;, index=False)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u4e0a\u8ff0\u4ee3\u7801\u4e2d\uff0c\u4f7f\u7528<code>ExcelWriter<\/code>\u5bf9\u8c61\u53ef\u4ee5\u5c06\u591a\u4e2aDataFrame\u5199\u5165\u4e00\u4e2aExcel\u6587\u4ef6\u4e2d\u7684\u4e0d\u540cSheet\u3002<\/p>\n<\/p>\n<h2><strong>\u4e8c\u3001\u4f7f\u7528openpyxl\u5e93\u5904\u7406\u591a\u4e2aExcel\u6587\u4ef6<\/strong><\/h2>\n<p><h2>1\u3001\u8bfb\u53d6Excel\u6587\u4ef6<\/h2>\n<\/p>\n<p><p>openpyxl\u5e93\u4e3b\u8981\u7528\u4e8e\u5904\u7406.xlsx\u683c\u5f0f\u7684Excel\u6587\u4ef6\u3002\u53ef\u4ee5\u4f7f\u7528<code>openpyxl.load_workbook()<\/code>\u51fd\u6570\u8bfb\u53d6Excel\u6587\u4ef6\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from openpyxl import load_workbook<\/p>\n<h2><strong>\u8bfb\u53d6\u5355\u4e2aExcel\u6587\u4ef6<\/strong><\/h2>\n<p>workbook = load_workbook(&#39;file1.xlsx&#39;)<\/p>\n<p>sheet = workbook.active<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>2\u3001\u8bfb\u53d6\u6307\u5b9aSheet<\/h2>\n<\/p>\n<p><p>\u53ef\u4ee5\u901a\u8fc7Sheet\u540d\u79f0\u8bbf\u95ee\u7279\u5b9a\u7684Sheet\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">sheet = workbook[&#39;Sheet1&#39;]<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>3\u3001\u8bfb\u53d6\u5355\u5143\u683c\u6570\u636e<\/h2>\n<\/p>\n<p><p>\u53ef\u4ee5\u901a\u8fc7\u884c\u5217\u7d22\u5f15\u8bbf\u95ee\u5355\u5143\u683c\u6570\u636e\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">data = sheet[&#39;A1&#39;].value<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>4\u3001\u5199\u5165Excel\u6587\u4ef6<\/h2>\n<\/p>\n<p><p>\u4f7f\u7528<code>openpyxl.Workbook<\/code>\u521b\u5efa\u65b0\u7684Excel\u6587\u4ef6\uff0c\u5e76\u5411\u5176\u4e2d\u5199\u5165\u6570\u636e\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from openpyxl import Workbook<\/p>\n<h2><strong>\u521b\u5efa\u65b0\u7684Excel\u6587\u4ef6<\/strong><\/h2>\n<p>new_workbook = Workbook()<\/p>\n<p>new_sheet = new_workbook.active<\/p>\n<h2><strong>\u5199\u5165\u6570\u636e<\/strong><\/h2>\n<p>new_sheet[&#39;A1&#39;] = &#39;Hello, World!&#39;<\/p>\n<h2><strong>\u4fdd\u5b58\u6587\u4ef6<\/strong><\/h2>\n<p>new_workbook.save(&#39;new_file.xlsx&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<h2><strong>\u4e09\u3001\u4f7f\u7528xlrd\u548cxlwt\u5e93\u5904\u7406Excel\u6587\u4ef6<\/strong><\/h2>\n<p><h2>1\u3001\u8bfb\u53d6Excel\u6587\u4ef6<\/h2>\n<\/p>\n<p><p>\u867d\u7136xlrd\u5e93\u4e3b\u8981\u7528\u4e8e\u8bfb\u53d6.xls\u683c\u5f0f\u7684Excel\u6587\u4ef6\uff0c\u4f46\u5b83\u4ecd\u7136\u53ef\u4ee5\u7528\u4e8e\u8bfb\u53d6.xlsx\u6587\u4ef6\uff08\u9700\u8981\u5b89\u88c5\u6307\u5b9a\u7248\u672c\uff09\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import xlrd<\/p>\n<h2><strong>\u8bfb\u53d6Excel\u6587\u4ef6<\/strong><\/h2>\n<p>workbook = xlrd.open_workbook(&#39;file1.xls&#39;)<\/p>\n<p>sheet = workbook.sheet_by_index(0)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>2\u3001\u8bfb\u53d6\u5355\u5143\u683c\u6570\u636e<\/h2>\n<\/p>\n<p><p>\u53ef\u4ee5\u901a\u8fc7\u884c\u5217\u7d22\u5f15\u8bbf\u95ee\u5355\u5143\u683c\u6570\u636e\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">data = sheet.cell_value(0, 0)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>3\u3001\u5199\u5165Excel\u6587\u4ef6<\/h2>\n<\/p>\n<p><p>\u7531\u4e8exlrd\u5e93\u4e0d\u652f\u6301\u5199\u64cd\u4f5c\uff0c\u53ef\u4ee5\u4f7f\u7528xlwt\u5e93\u6765\u5199\u5165.xls\u683c\u5f0f\u7684Excel\u6587\u4ef6\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import xlwt<\/p>\n<h2><strong>\u521b\u5efa\u65b0\u7684Excel\u6587\u4ef6<\/strong><\/h2>\n<p>workbook = xlwt.Workbook()<\/p>\n<p>sheet = workbook.add_sheet(&#39;Sheet1&#39;)<\/p>\n<h2><strong>\u5199\u5165\u6570\u636e<\/strong><\/h2>\n<p>sheet.write(0, 0, &#39;Hello, World!&#39;)<\/p>\n<h2><strong>\u4fdd\u5b58\u6587\u4ef6<\/strong><\/h2>\n<p>workbook.save(&#39;new_file.xls&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<h2><strong>\u56db\u3001\u7ed3\u5408\u4f7f\u7528\u591a\u4e2a\u5e93\u5904\u7406Excel\u6587\u4ef6<\/strong><\/h2>\n<p><p>\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u53ef\u80fd\u9700\u8981\u7ed3\u5408\u591a\u4e2a\u5e93\u7684\u4f18\u52bf\u6765\u5904\u7406Excel\u6587\u4ef6\u3002\u4f8b\u5982\uff0c\u4f7f\u7528pandas\u5e93\u8bfb\u53d6\u548c\u5904\u7406\u6570\u636e\uff0c\u7136\u540e\u4f7f\u7528openpyxl\u5e93\u8fdb\u884c\u9ad8\u7ea7\u683c\u5f0f\u5316\u64cd\u4f5c\u3002<\/p>\n<\/p>\n<p><h2>1\u3001\u4f7f\u7528pandas\u8bfb\u53d6\u6570\u636e<\/h2>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<h2><strong>\u8bfb\u53d6Excel\u6587\u4ef6<\/strong><\/h2>\n<p>df = pd.read_excel(&#39;file1.xlsx&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>2\u3001\u4f7f\u7528openpyxl\u8fdb\u884c\u683c\u5f0f\u5316<\/h2>\n<\/p>\n<p><pre><code class=\"language-python\">from openpyxl import load_workbook<\/p>\n<h2><strong>\u8bfb\u53d6Excel\u6587\u4ef6<\/strong><\/h2>\n<p>workbook = load_workbook(&#39;file1.xlsx&#39;)<\/p>\n<p>sheet = workbook.active<\/p>\n<h2><strong>\u8fdb\u884c\u683c\u5f0f\u5316\u64cd\u4f5c<\/strong><\/h2>\n<p>for row in sheet.iter_rows(min_row=2, max_row=sheet.max_row, min_col=1, max_col=sheet.max_column):<\/p>\n<p>    for cell in row:<\/p>\n<p>        if cell.value &gt; 100:<\/p>\n<p>            cell.font = Font(color=&quot;FF0000&quot;)<\/p>\n<h2><strong>\u4fdd\u5b58\u6587\u4ef6<\/strong><\/h2>\n<p>workbook.save(&#39;formatted_file.xlsx&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u4e0a\u8ff0\u4ee3\u7801\u4e2d\uff0c\u4f7f\u7528pandas\u5e93\u8bfb\u53d6\u6570\u636e\u540e\uff0c\u53ef\u4ee5\u5bf9\u6570\u636e\u8fdb\u884c\u5404\u79cd\u5904\u7406\u548c\u5206\u6790\u3002\u7136\u540e\uff0c\u4f7f\u7528openpyxl\u5e93\u5bf9Excel\u6587\u4ef6\u8fdb\u884c\u9ad8\u7ea7\u683c\u5f0f\u5316\u64cd\u4f5c\uff0c\u5982\u6539\u53d8\u5b57\u4f53\u989c\u8272\u3001\u6dfb\u52a0\u8fb9\u6846\u7b49\u3002<\/p>\n<\/p>\n<h2><strong>\u4e94\u3001\u603b\u7ed3<\/strong><\/h2>\n<p><p>\u5904\u7406\u591a\u4e2aExcel\u6587\u4ef6\u662f\u6570\u636e\u5206\u6790\u548c\u5904\u7406\u4e2d\u7684\u5e38\u89c1\u4efb\u52a1\u3002\u901a\u8fc7\u4f7f\u7528pandas\u5e93\u3001openpyxl\u5e93\u548cxlrd\u5e93\u7b49Python\u5e93\uff0c\u53ef\u4ee5\u9ad8\u6548\u5730\u8bfb\u53d6\u3001\u5408\u5e76\u3001\u5904\u7406\u548c\u5199\u5165Excel\u6587\u4ef6\u3002<strong>pandas\u5e93<\/strong>\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u80fd\u529b\uff0c\u9002\u5408\u6279\u91cf\u8bfb\u53d6\u548c\u5408\u5e76\u6570\u636e\uff1b<strong>openpyxl\u5e93<\/strong>\u9002\u5408\u5904\u7406.xlsx\u683c\u5f0f\u7684Excel\u6587\u4ef6\uff0c\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u683c\u5f0f\u5316\u529f\u80fd\uff1b<strong>xlrd\u548cxlwt\u5e93<\/strong>\u4e3b\u8981\u7528\u4e8e\u5904\u7406.xls\u683c\u5f0f\u7684Excel\u6587\u4ef6\u3002<\/p>\n<\/p>\n<p><p>\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u53ef\u4ee5\u6839\u636e\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u5e93\uff0c\u5e76\u7ed3\u5408\u4f7f\u7528\u591a\u4e2a\u5e93\u7684\u4f18\u52bf\u6765\u5b8c\u6210\u590d\u6742\u7684Excel\u6587\u4ef6\u5904\u7406\u4efb\u52a1\u3002\u901a\u8fc7\u7075\u6d3b\u8fd0\u7528\u8fd9\u4e9b\u5de5\u5177\uff0c\u53ef\u4ee5\u5927\u5927\u63d0\u9ad8\u6570\u636e\u5904\u7406\u7684\u6548\u7387\u548c\u8d28\u91cf\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u4f7f\u7528Python\u8bfb\u53d6Excel\u6587\u4ef6\u4e2d\u7684\u591a\u4e2a\u5de5\u4f5c\u8868\uff1f<\/strong><br \/>Python\u63d0\u4f9b\u4e86\u591a\u79cd\u5e93\u6765\u5904\u7406Excel\u6587\u4ef6\uff0c\u5176\u4e2d<code>pandas<\/code>\u662f\u6700\u5e38\u7528\u7684\u3002\u901a\u8fc7<code>pandas<\/code>\u7684<code>read_excel<\/code>\u51fd\u6570\uff0c\u53ef\u4ee5\u8f7b\u677e\u8bfb\u53d6\u6307\u5b9a\u5de5\u4f5c\u8868\u7684\u6570\u636e\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528<code>pd.read_excel(&#39;\u6587\u4ef6\u540d.xlsx&#39;, sheet_name=None)<\/code>\u6765\u8bfb\u53d6\u6240\u6709\u5de5\u4f5c\u8868\u7684\u6570\u636e\uff0c\u5e76\u5c06\u5176\u5b58\u50a8\u4e3a\u4e00\u4e2a\u5b57\u5178\uff0c\u5b57\u5178\u7684\u952e\u4e3a\u5de5\u4f5c\u8868\u540d\u79f0\uff0c\u503c\u4e3a\u76f8\u5e94\u7684\u6570\u636e\u6846\u3002<\/p>\n<p><strong>\u5728Python\u4e2d\uff0c\u5982\u4f55\u5bf9\u591a\u4e2aExcel\u6587\u4ef6\u8fdb\u884c\u6279\u91cf\u5904\u7406\uff1f<\/strong><br \/>\u53ef\u4ee5\u4f7f\u7528<code>glob<\/code>\u5e93\u7ed3\u5408<code>pandas<\/code>\uff0c\u5b9e\u73b0\u5bf9\u6307\u5b9a\u76ee\u5f55\u4e0b\u6240\u6709Excel\u6587\u4ef6\u7684\u6279\u91cf\u5904\u7406\u3002\u9996\u5148\uff0c\u901a\u8fc7<code>glob.glob(&#39;\u8def\u5f84\/*.xlsx&#39;)<\/code>\u83b7\u53d6\u6587\u4ef6\u8def\u5f84\u5217\u8868\uff0c\u7136\u540e\u4f7f\u7528\u5faa\u73af\u904d\u5386\u6bcf\u4e2a\u6587\u4ef6\uff0c\u5229\u7528<code>pd.read_excel<\/code>\u8bfb\u53d6\u6570\u636e\uff0c\u6700\u540e\u53ef\u4ee5\u5bf9\u8bfb\u53d6\u7684\u6570\u636e\u8fdb\u884c\u5408\u5e76\u6216\u5206\u6790\u3002<\/p>\n<p><strong>\u5982\u4f55\u5728Python\u4e2d\u5bf9Excel\u6587\u4ef6\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u7b5b\u9009\u548c\u5206\u6790\uff1f<\/strong><br \/>\u5229\u7528<code>pandas<\/code>\u5e93\u53ef\u4ee5\u8f7b\u677e\u5b9e\u73b0\u6570\u636e\u7b5b\u9009\u548c\u5206\u6790\u3002\u8bfb\u53d6Excel\u6570\u636e\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528\u6761\u4ef6\u7b5b\u9009\uff0c\u4f8b\u5982<code>data[data[&#39;\u5217\u540d&#39;] &gt; \u503c]<\/code>\u6765\u83b7\u53d6\u6ee1\u8db3\u7279\u5b9a\u6761\u4ef6\u7684\u6570\u636e\u3002\u540c\u65f6\uff0c<code>pandas<\/code>\u8fd8\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u51fd\u6570\u7528\u4e8e\u6570\u636e\u5206\u6790\uff0c\u5982<code>groupby<\/code>\u3001<code>agg<\/code>\u7b49\uff0c\u5e2e\u52a9\u7528\u6237\u8fdb\u884c\u7edf\u8ba1\u548c\u6c47\u603b\u5206\u6790\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Python\u5904\u7406\u591a\u4e2aExcel\u6587\u4ef6\u7684\u65b9\u6cd5\u5305\u62ec\u4f7f\u7528pandas\u5e93\u3001openpyxl\u5e93\u3001xlrd\u5e93\u7b49\u3002\u5176\u4e2d\uff0cpan [&hellip;]","protected":false},"author":3,"featured_media":1187789,"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\/1187777"}],"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=1187777"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1187777\/revisions"}],"predecessor-version":[{"id":1187793,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1187777\/revisions\/1187793"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1187789"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1187777"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1187777"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1187777"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}