{"id":1038032,"date":"2024-12-31T12:20:17","date_gmt":"2024-12-31T04:20:17","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1038032.html"},"modified":"2024-12-31T12:20:20","modified_gmt":"2024-12-31T04:20:20","slug":"python%e5%a6%82%e4%bd%95%e6%89%93%e5%bc%80%e7%89%b9%e5%ae%9a%e8%b7%af%e5%be%84%e7%9a%84excel","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1038032.html","title":{"rendered":"python\u5982\u4f55\u6253\u5f00\u7279\u5b9a\u8def\u5f84\u7684excel"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2024\/12\/c34e1371-d2b3-499b-a363-a4d5f85acab8.webp?x-oss-process=image\/auto-orient,1\/format,webp\" alt=\"python\u5982\u4f55\u6253\u5f00\u7279\u5b9a\u8def\u5f84\u7684excel\" \/><\/p>\n<p><p> <strong>Python\u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u65b9\u6cd5\u6253\u5f00\u7279\u5b9a\u8def\u5f84\u7684Excel\u6587\u4ef6\uff0c\u5e38\u7528\u7684\u65b9\u6cd5\u5305\u62ec\u4f7f\u7528pandas\u5e93\u3001openpyxl\u5e93\u548cxlrd\u5e93\u3002<\/strong><\/p>\n<\/p>\n<p><p>\u5176\u4e2d\uff0c<strong>\u4f7f\u7528pandas\u5e93\u7684read_excel\u51fd\u6570\u662f\u6700\u7b80\u5355\u548c\u5e38\u89c1\u7684\u65b9\u6cd5<\/strong>\u3002Pandas\u5e93\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5f3a\u5927\u4e14\u6613\u4e8e\u4f7f\u7528\u7684\u6570\u636e\u5206\u6790\u5de5\u5177\uff0c\u80fd\u591f\u8f7b\u677e\u8bfb\u53d6\u548c\u64cd\u4f5cExcel\u6587\u4ef6\u3002\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528pandas\u5e93\u6253\u5f00\u7279\u5b9a\u8def\u5f84\u7684Excel\u6587\u4ef6\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u4f7f\u7528Pandas\u5e93\u6253\u5f00Excel\u6587\u4ef6<\/h3>\n<\/p>\n<p><p>Pandas\u5e93\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u5de5\u5177\uff0c\u652f\u6301\u591a\u79cd\u6570\u636e\u683c\u5f0f\u7684\u8bfb\u5199\u64cd\u4f5c\u3002\u4f7f\u7528pandas\u5e93\u8bfb\u53d6Excel\u6587\u4ef6\u975e\u5e38\u7b80\u5355\uff0c\u53ea\u9700\u8981\u51e0\u884c\u4ee3\u7801\u3002\u4ee5\u4e0b\u662f\u5177\u4f53\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u5b89\u88c5pandas\u5e93<\/li>\n<li>\u5bfc\u5165pandas\u5e93<\/li>\n<li>\u4f7f\u7528pandas\u7684read_excel\u51fd\u6570\u8bfb\u53d6Excel\u6587\u4ef6<\/li>\n<\/ol>\n<p><h4>\u5b89\u88c5Pandas\u5e93<\/h4>\n<\/p>\n<p><p>\u5728\u5f00\u59cb\u4e4b\u524d\uff0c\u9700\u8981\u786e\u4fdd\u5df2\u7ecf\u5b89\u88c5\u4e86pandas\u5e93\u3002\u5982\u679c\u8fd8\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-python\">pip install pandas<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>\u5bfc\u5165Pandas\u5e93<\/h4>\n<\/p>\n<p><p>\u5728Python\u811a\u672c\u4e2d\uff0c\u9996\u5148\u9700\u8981\u5bfc\u5165pandas\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>\u4f7f\u7528read_excel\u51fd\u6570\u8bfb\u53d6Excel\u6587\u4ef6<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528pandas\u7684read_excel\u51fd\u6570\uff0c\u53ef\u4ee5\u8f7b\u677e\u8bfb\u53d6Excel\u6587\u4ef6\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">file_path = &#39;path\/to\/your\/excel\/file.xlsx&#39;<\/p>\n<p>df = pd.read_excel(file_path)<\/p>\n<p>print(df)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u5b9a\u4e49\u4e86Excel\u6587\u4ef6\u7684\u8def\u5f84\uff0c\u7136\u540e\u4f7f\u7528read_excel\u51fd\u6570\u8bfb\u53d6\u6587\u4ef6\uff0c\u5e76\u5c06\u6570\u636e\u5b58\u50a8\u5728\u4e00\u4e2apandas DataFrame\u4e2d\u3002\u6700\u540e\uff0c\u4f7f\u7528print\u51fd\u6570\u8f93\u51faDataFrame\u7684\u5185\u5bb9\u3002<\/p>\n<\/p>\n<p><h3>\u4e8c\u3001\u4f7f\u7528Openpyxl\u5e93\u6253\u5f00Excel\u6587\u4ef6<\/h3>\n<\/p>\n<p><p>Openpyxl\u5e93\u662f\u53e6\u4e00\u4e2a\u5e38\u7528\u7684\u64cd\u4f5cExcel\u6587\u4ef6\u7684\u5e93\uff0c\u7279\u522b\u9002\u7528\u4e8e\u5904\u7406.xlsx\u683c\u5f0f\u7684Excel\u6587\u4ef6\u3002\u4ee5\u4e0b\u662f\u5177\u4f53\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u5b89\u88c5openpyxl\u5e93<\/li>\n<li>\u5bfc\u5165openpyxl\u5e93<\/li>\n<li>\u4f7f\u7528openpyxl\u5e93\u6253\u5f00Excel\u6587\u4ef6<\/li>\n<\/ol>\n<p><h4>\u5b89\u88c5Openpyxl\u5e93<\/h4>\n<\/p>\n<p><p>\u5728\u5f00\u59cb\u4e4b\u524d\uff0c\u9700\u8981\u786e\u4fdd\u5df2\u7ecf\u5b89\u88c5\u4e86openpyxl\u5e93\u3002\u5982\u679c\u8fd8\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-python\">pip install openpyxl<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>\u5bfc\u5165Openpyxl\u5e93<\/h4>\n<\/p>\n<p><p>\u5728Python\u811a\u672c\u4e2d\uff0c\u9996\u5148\u9700\u8981\u5bfc\u5165openpyxl\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import openpyxl<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>\u4f7f\u7528Openpyxl\u5e93\u6253\u5f00Excel\u6587\u4ef6<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528openpyxl\u5e93\uff0c\u53ef\u4ee5\u6253\u5f00\u5e76\u8bfb\u53d6Excel\u6587\u4ef6\u4e2d\u7684\u6570\u636e\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">file_path = &#39;path\/to\/your\/excel\/file.xlsx&#39;<\/p>\n<p>wb = openpyxl.load_workbook(file_path)<\/p>\n<p>sheet = wb.active<\/p>\n<p>for row in sheet.iter_rows(values_only=True):<\/p>\n<p>    print(row)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u5b9a\u4e49\u4e86Excel\u6587\u4ef6\u7684\u8def\u5f84\uff0c\u7136\u540e\u4f7f\u7528load_workbook\u51fd\u6570\u52a0\u8f7dExcel\u6587\u4ef6\uff0c\u5e76\u83b7\u53d6\u6d3b\u52a8\u5de5\u4f5c\u8868\u3002\u63a5\u4e0b\u6765\uff0c\u4f7f\u7528iter_rows\u51fd\u6570\u904d\u5386\u5de5\u4f5c\u8868\u4e2d\u7684\u6240\u6709\u884c\uff0c\u5e76\u8f93\u51fa\u6bcf\u4e00\u884c\u7684\u5185\u5bb9\u3002<\/p>\n<\/p>\n<p><h3>\u4e09\u3001\u4f7f\u7528xlrd\u5e93\u6253\u5f00Excel\u6587\u4ef6<\/h3>\n<\/p>\n<p><p>xlrd\u5e93\u662f\u4e00\u4e2a\u4e13\u95e8\u7528\u4e8e\u8bfb\u53d6Excel\u6587\u4ef6\u7684\u5e93\uff0c\u7279\u522b\u9002\u7528\u4e8e\u5904\u7406.xls\u683c\u5f0f\u7684Excel\u6587\u4ef6\u3002\u4ee5\u4e0b\u662f\u5177\u4f53\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u5b89\u88c5xlrd\u5e93<\/li>\n<li>\u5bfc\u5165xlrd\u5e93<\/li>\n<li>\u4f7f\u7528xlrd\u5e93\u6253\u5f00Excel\u6587\u4ef6<\/li>\n<\/ol>\n<p><h4>\u5b89\u88c5xlrd\u5e93<\/h4>\n<\/p>\n<p><p>\u5728\u5f00\u59cb\u4e4b\u524d\uff0c\u9700\u8981\u786e\u4fdd\u5df2\u7ecf\u5b89\u88c5\u4e86xlrd\u5e93\u3002\u5982\u679c\u8fd8\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-python\">pip install xlrd<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>\u5bfc\u5165xlrd\u5e93<\/h4>\n<\/p>\n<p><p>\u5728Python\u811a\u672c\u4e2d\uff0c\u9996\u5148\u9700\u8981\u5bfc\u5165xlrd\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import xlrd<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>\u4f7f\u7528xlrd\u5e93\u6253\u5f00Excel\u6587\u4ef6<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528xlrd\u5e93\uff0c\u53ef\u4ee5\u6253\u5f00\u5e76\u8bfb\u53d6Excel\u6587\u4ef6\u4e2d\u7684\u6570\u636e\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">file_path = &#39;path\/to\/your\/excel\/file.xls&#39;<\/p>\n<p>workbook = xlrd.open_workbook(file_path)<\/p>\n<p>sheet = workbook.sheet_by_index(0)<\/p>\n<p>for row_idx in range(sheet.nrows):<\/p>\n<p>    print(sheet.row(row_idx))<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u5b9a\u4e49\u4e86Excel\u6587\u4ef6\u7684\u8def\u5f84\uff0c\u7136\u540e\u4f7f\u7528open_workbook\u51fd\u6570\u52a0\u8f7dExcel\u6587\u4ef6\uff0c\u5e76\u83b7\u53d6\u7b2c\u4e00\u4e2a\u5de5\u4f5c\u8868\u3002\u63a5\u4e0b\u6765\uff0c\u4f7f\u7528for\u5faa\u73af\u904d\u5386\u5de5\u4f5c\u8868\u4e2d\u7684\u6240\u6709\u884c\uff0c\u5e76\u8f93\u51fa\u6bcf\u4e00\u884c\u7684\u5185\u5bb9\u3002<\/p>\n<\/p>\n<p><h3>\u56db\u3001\u603b\u7ed3<\/h3>\n<\/p>\n<p><p>\u901a\u8fc7\u4ee5\u4e0a\u4ecb\u7ecd\uff0c\u6211\u4eec\u4e86\u89e3\u4e86\u4e09\u79cd\u5e38\u7528\u7684\u65b9\u6cd5\u6765\u6253\u5f00\u7279\u5b9a\u8def\u5f84\u7684Excel\u6587\u4ef6\uff1a<strong>\u4f7f\u7528Pandas\u5e93\u3001\u4f7f\u7528Openpyxl\u5e93\u548c\u4f7f\u7528xlrd\u5e93<\/strong>\u3002\u5176\u4e2d\uff0c<strong>Pandas\u5e93\u662f\u6700\u7b80\u5355\u548c\u5e38\u89c1\u7684\u65b9\u6cd5<\/strong>\uff0c\u9002\u7528\u4e8e\u5904\u7406\u5404\u79cd\u683c\u5f0f\u7684Excel\u6587\u4ef6\u3002<strong>Openpyxl\u5e93\u9002\u7528\u4e8e\u5904\u7406.xlsx\u683c\u5f0f\u7684Excel\u6587\u4ef6<\/strong>\uff0c\u800c<strong>xlrd\u5e93\u9002\u7528\u4e8e\u5904\u7406.xls\u683c\u5f0f\u7684Excel\u6587\u4ef6<\/strong>\u3002<\/p>\n<\/p>\n<p><p>\u65e0\u8bba\u9009\u62e9\u54ea\u79cd\u65b9\u6cd5\uff0c\u90fd\u53ef\u4ee5\u6839\u636e\u5177\u4f53\u9700\u6c42\u7075\u6d3b\u4f7f\u7528\u8fd9\u4e9b\u5e93\u6765\u8bfb\u53d6\u548c\u64cd\u4f5cExcel\u6587\u4ef6\u3002\u5e0c\u671b\u4ee5\u4e0a\u5185\u5bb9\u5bf9\u60a8\u6709\u6240\u5e2e\u52a9\uff0c\u795d\u60a8\u5728Python\u7684\u5b66\u4e60\u548c\u4f7f\u7528\u8fc7\u7a0b\u4e2d\u53d6\u5f97\u66f4\u597d\u7684\u6210\u679c\uff01<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u4f7f\u7528Python\u6253\u5f00Excel\u6587\u4ef6\uff1f<\/strong><br \/>\u4f7f\u7528Python\u6253\u5f00Excel\u6587\u4ef6\u901a\u5e38\u53ef\u4ee5\u901a\u8fc7<code>pandas<\/code>\u5e93\u6216<code>openpyxl<\/code>\u5e93\u6765\u5b9e\u73b0\u3002\u9996\u5148\uff0c\u786e\u4fdd\u4f60\u7684\u73af\u5883\u4e2d\u5df2\u7ecf\u5b89\u88c5\u4e86\u76f8\u5173\u5e93\u3002\u4f7f\u7528<code>pandas<\/code>\u53ef\u4ee5\u901a\u8fc7<code>pd.read_excel(&#39;\u6587\u4ef6\u8def\u5f84.xlsx&#39;)<\/code>\u7684\u65b9\u5f0f\u8bfb\u53d6Excel\u6587\u4ef6\uff0c\u800c<code>openpyxl<\/code>\u5219\u53ef\u4ee5\u4f7f\u7528<code>load_workbook(&#39;\u6587\u4ef6\u8def\u5f84.xlsx&#39;)<\/code>\u6765\u6253\u5f00\u5de5\u4f5c\u7c3f\u3002\u8fd9\u6837\u53ef\u4ee5\u65b9\u4fbf\u5730\u5bf9Excel\u6587\u4ef6\u8fdb\u884c\u8bfb\u53d6\u548c\u64cd\u4f5c\u3002<\/p>\n<p><strong>\u5728Python\u4e2d\u5982\u4f55\u5904\u7406Excel\u6587\u4ef6\u7684\u8def\u5f84\uff1f<\/strong><br 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