{"id":813,"date":"2026-02-09T12:24:33","date_gmt":"2026-02-09T12:24:33","guid":{"rendered":"https:\/\/blog.nimail.cn\/?p=813"},"modified":"2026-02-09T12:24:33","modified_gmt":"2026-02-09T12:24:33","slug":"2026%e5%b9%b4%e8%85%be%e8%ae%af%e7%ba%a7excel%e6%95%b0%e6%8d%ae%e5%b7%ae%e5%bc%82%e5%af%b9%e6%af%94%e6%8c%87%e5%8d%97","status":"publish","type":"post","link":"https:\/\/blog.nimail.cn\/best-articles\/2026%e5%b9%b4%e8%85%be%e8%ae%af%e7%ba%a7excel%e6%95%b0%e6%8d%ae%e5%b7%ae%e5%bc%82%e5%af%b9%e6%af%94%e6%8c%87%e5%8d%97\/","title":{"rendered":"2026\u5e74\u817e\u8baf\u7ea7Excel\u6570\u636e\u5dee\u5f02\u5bf9\u6bd4\u6307\u5357"},"content":{"rendered":"<div>\n<h2 class=\"mt-3\">\u5feb\u901f\u5b9a\u4f4d\uff1a\u4e3a\u4ec0\u4e48\u8981\u505a Excel \u4e24\u8868\u5bf9\u6bd4<\/h2>\n<p>\u5728\u65e5\u5e38\u5de5\u4f5c\u4e2d\uff0c\u5e38\u5e38\u9047\u5230\u9700\u8981\u505a <strong>excel \u67e5\u8be2\u4e24\u5f20\u8868 \u4e2d \u4e0d\u540c\u7684\u6570\u636e<\/strong>\u3001\u6838\u5bf9\u5bfc\u51fa\u4e0e\u6e90\u8868\u7684\u5dee\u5f02\u3001\u6216\u68c0\u9a8c\u591a\u4e2a\u90e8\u95e8\u6570\u636e\u662f\u5426\u4e00\u81f4\u7684\u573a\u666f\u3002\u65e0\u8bba\u662f\u8d22\u52a1\u3001\u8fd0\u8425\u8fd8\u662f\u5f00\u53d1\uff0c\u638c\u63e1 <span class=\"badge bg-secondary\">excel\u4e24\u4e2a\u8868\u683c\u6570\u636e\u5bf9\u6bd4<\/span> \u7684\u65b9\u6cd5\uff0c\u90fd\u80fd\u8282\u7701\u5927\u91cf\u4eba\u5de5\u6838\u5bf9\u65f6\u95f4\u3002<\/p>\n<div class=\"alert alert-warning\" role=\"alert\">\n    \u5c0f\u63d0\u793a\uff1a\u82e5\u53ea\u662f\u5feb\u901f\u67e5\u770b\u5dee\u5f02\uff0c\u5148\u7528 Excel \u81ea\u5e26\u7684 <strong>\u6761\u4ef6\u683c\u5f0f<\/strong> \u6216\u8005\u7b80\u5355\u7684\u516c\u5f0f\u80fd\u6700\u5feb\u5f97\u5230\u76f4\u89c2\u7ed3\u679c\uff1b\u82e5\u9700\u6279\u91cf\u5316\u6216\u81ea\u52a8\u5316\u6bd4\u5bf9\uff0c\u5efa\u8bae\u7528 Python\uff08pandas\uff09\u6216\u5728\u7ebf <a href=\"https:\/\/www.nimail.cn\/dev-tool\/excel-compare.html\" target=\"_blank\" rel=\"noopener\">Excel \u5bf9\u6bd4\u5de5\u5177<\/a>\u3002\n  <\/div>\n<h3 class=\"mt-4\">\u65b9\u6cd5\u4e00\uff1aExcel \u516c\u5f0f\u4e0e\u6761\u4ef6\u683c\u5f0f\uff08\u9002\u5408\u624b\u52a8\u6838\u5bf9\uff09<\/h3>\n<p>\u5e38\u89c1\u7684\u516c\u5f0f\u5305\u62ec <code>VLOOKUP<\/code>\/<code>XLOOKUP<\/code>\u3001<code>MATCH<\/code>\u3001<code>COUNTIF<\/code> \u7b49\uff0c\u53ef\u4ee5\u5b9e\u73b0 <strong>excel\u6838\u5bf9\u4e24\u5217\u6570\u636e\u662f\u5426\u4e00\u81f4<\/strong>\u3001<strong>excel\u6559\u7a0b \u5feb\u901f\u627e\u51fa\u4e0d\u540c\u8868\u683c\u4e2d\u76f8\u540c\u7684\u5185\u5bb9<\/strong> \u7684\u9700\u6c42\u3002<\/p>\n<ul>\n<li><strong>\u67e5\u627e\u7f3a\u5931\u884c<\/strong>\uff1a\u5728\u8868A\u91cc\u7528 <code>=IF(ISNA(MATCH(A2,SheetB!$A:$A,0)),\"\u7f3a\u5931\",\"\u5b58\u5728\")<\/code><\/li>\n<li><strong>\u6bd4\u8f83\u4e24\u5217\u662f\u5426\u4e00\u81f4<\/strong>\uff1a\u7528 <code>=IF(A2=B2,\"\u4e00\u81f4\",\"\u4e0d\u4e00\u81f4\")<\/code><\/li>\n<li><strong>\u9ad8\u4eae\u4e0d\u540c<\/strong>\uff1a\u6761\u4ef6\u683c\u5f0f\u8bbe\u7f6e\u516c\u5f0f\u4e3a <code>=A2<>B2<\/code>\uff0c\u9009\u62e9\u586b\u5145\u989c\u8272<\/li>\n<\/ul>\n<h4 class=\"mt-3\">\u793a\u4f8b\u8868\uff08\u6982\u89c8\uff09<\/h4>\n<table class=\"table table-striped table-responsive\">\n<thead>\n<tr>\n<th>\u65b9\u6cd5<\/th>\n<th>\u9002\u7528\u573a\u666f<\/th>\n<th>\u4f18\u7f3a\u70b9<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u516c\u5f0f + \u6761\u4ef6\u683c\u5f0f<\/td>\n<td>\u5c11\u91cf\u6570\u636e\u3001\u4e34\u65f6\u6838\u5bf9<\/td>\n<td>\u76f4\u89c2\u3001\u65e0\u9700\u7f16\u7a0b\uff1b\u5bf9\u5927\u91cf\u6570\u636e\u6162<\/td>\n<\/tr>\n<tr>\n<td>Python(pandas)<\/td>\n<td>\u6279\u91cf\u81ea\u52a8\u5316\u3001\u590d\u6742\u903b\u8f91<\/td>\n<td>\u53ef\u590d\u7528\u3001\u6027\u80fd\u597d\uff1b\u9700\u4e00\u70b9\u5f00\u53d1\u6210\u672c<\/td>\n<\/tr>\n<tr>\n<td>\u5728\u7ebf\u5bf9\u6bd4\u5de5\u5177<\/td>\n<td>\u5feb\u901f\u53ef\u89c6\u5316\u6bd4\u5bf9<\/td>\n<td>\u5373\u7528\u5373\u770b\uff1b\u90e8\u5206\u5de5\u5177\u6709\u4e0a\u4f20\u9650\u5236<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<div class=\"card mb-3\">\n<div class=\"card-body\">\n<h4 class=\"card-title\">\u65b9\u6cd5\u4e8c\uff1a\u7528 Python\uff08\u63a8\u8350\u81ea\u52a8\u5316\u573a\u666f\uff09<\/h4>\n<p>\u5f53\u4f60\u9700\u8981\u5904\u7406\u5927\u91cf\u6587\u4ef6\u6216\u9891\u7e41\u6bd4\u5bf9\u65f6\uff0c<strong>\u5982\u4f55\u5feb\u901f\u5bf9\u6bd4\u4e24\u4e2aexcel\u8868\u4e2d\u7684\u4e0d\u540c<\/strong> \u53ef\u4ee5\u901a\u8fc7 pandas \u4e00\u6b21\u6027\u5b8c\u6210\u3002\u4e0b\u9762\u7ed9\u51fa\u4e00\u4e2a\u7b80\u6d01\u7684\u4f8b\u5b50\uff0c\u6f14\u793a\u5982\u4f55\u627e\u5230\u4e24\u5f20\u8868\u4e2d\u4e0d\u540c\u548c\u76f8\u540c\u7684\u884c\u3002<\/p>\n<pre><code class=\"language-python\">import pandas as pd\n\n# \u8bfb\u53d6\u4e24\u4e2a Excel \u6587\u4ef6\u6216\u4e24\u4e2a sheet\nA = pd.read_excel('A.xlsx')\nB = pd.read_excel('B.xlsx')\n\n# \u6309\u5173\u952e\u5217\u505a\u5408\u5e76\uff0c\u5047\u8bbe\u6309 'id' \u5b57\u6bb5\nmerged = A.merge(B, on='id', how='outer', indicator=True)\n\n# \u4e0d\u540c\u7684\u6570\u636e\ndiff = merged[merged['_merge'] != 'both']\n# \u76f8\u540c\u7684\u6570\u636e\nsame = merged[merged['_merge'] == 'both']\n\nprint('\u4e0d\u540c\u884c\u6570\u91cf\uff1a', len(diff))\nprint('\u76f8\u540c\u884c\u6570\u91cf\uff1a', len(same))\n<\/code><\/pre>\n<p>\u8fd9\u6bb5\u4ee3\u7801\u53ef\u4ee5\u5e2e\u52a9\u4f60\u5feb\u901f\u56de\u7b54\u201c<strong>\u5982\u4f55\u6bd4\u8f83\u4e24\u4e2aexcel\u7684\u5dee\u5f02<\/strong>\u201d\u548c\u201c<strong>\u600e\u4e48\u5bf9\u6bd4\u4e24\u4e2aexcel\u6587\u6863\u7684\u6570\u636e\u5dee\u5f02<\/strong>\u201d\u3002<\/p>\n<\/p><\/div>\n<\/p><\/div>\n<h3 class=\"mt-4\">\u65b9\u6cd5\u4e09\uff1a\u4f7f\u7528\u5728\u7ebf\u5de5\u5177\uff08\u6700\u5feb\u901f\u7684\u53ef\u89c6\u5316\u65b9\u6848\uff09<\/h3>\n<p>\u5982\u679c\u4f60\u4e0d\u60f3\u5199\u516c\u5f0f\u6216\u811a\u672c\uff0c\u5728\u7ebf\u5de5\u5177\u662f\u975e\u5e38\u5b9e\u7528\u7684\u9009\u62e9\u3002\u4ee5 <a href=\"https:\/\/www.nimail.cn\/dev-tool\/excel-compare.html\" target=\"_blank\" rel=\"noopener\">nimail \u7684 Excel Compare<\/a> \u4e3a\u4f8b\uff0c\u5b83\u652f\u6301\u5feb\u901f\u4e0a\u4f20\u4e24\u4efd\u8868\u683c\u5e76\u9ad8\u4eae\u5dee\u5f02\uff0c\u9002\u5408\u573a\u666f\uff1a<\/p>\n<ol>\n<li>\u9700\u8981\u5feb\u901f\u8f93\u51fa\u5dee\u5f02\u62a5\u544a<\/li>\n<li>\u60f3\u8981\u4ee5\u53ef\u89c6\u5316\u65b9\u5f0f\u67e5\u770b <strong>excel\u6bd4\u8f83\u4e24\u4e2a\u8868\u683c\u5185\u5bb9\u662f\u5426\u4e00\u6837<\/strong><\/li>\n<li>\u9700\u8981\u5bfc\u51fa\u5bf9\u6bd4\u7ed3\u679c\u4f9b\u4ed6\u4eba\u590d\u6838<\/li>\n<\/ol>\n<div class=\"alert alert-info\" role=\"alert\">\n    \u73b0\u573a\u7ecf\u9a8c\uff1a\u5f88\u591a\u56e2\u961f\u628a\u5728\u7ebf\u5de5\u5177\u4f5c\u4e3a\u521d\u7b5b\u624b\u6bb5\uff0c\u7b5b\u51fa\u5dee\u5f02\u540e\u518d\u7528 Python \u505a\u6279\u91cf\u4fee\u590d\u4e0e\u7edf\u8ba1\u3002\u8fd9\u6837\u80fd\u517c\u987e\u901f\u5ea6\u4e0e\u53ef\u63a7\u6027\u3002\n  <\/div>\n<h4 class=\"mt-3\">\u5b9e\u6218\u5efa\u8bae\uff08\u5feb\u901f\u6e05\u5355\uff09<\/h4>\n<ul class=\"list-group mb-3\">\n<li class=\"list-group-item\">\u5148\u5b9a\u4f4d\u5173\u952e\u4e3b\u952e\uff08id\u3001\u624b\u673a\u53f7\u3001\u8ba2\u5355\u53f7\uff09\uff0c\u51cf\u5c11\u8bef\u5339\u914d\u3002<\/li>\n<li class=\"list-group-item\">\u5bf9\u683c\u5f0f\u5dee\u5f02\uff08\u5982\u6587\u672c\/\u6570\u503c\u3001\u7a7a\u683c\uff09\u5148\u505a\u89c4\u8303\u5316\uff0c\u518d\u6bd4\u5bf9\u3002<\/li>\n<li class=\"list-group-item\">\u5bf9\u9891\u7e41\u6bd4\u5bf9\u7684\u6d41\u7a0b\uff0c\u4f18\u5148\u505a\u811a\u672c\u5316\u6216 CI \u81ea\u52a8\u5316\u3002<\/li>\n<\/ul>\n<p>\u5982\u679c\u4f60\u8981\u89e3\u51b3 <strong>excel \u6570\u636e\u5bf9\u6bd4<\/strong> \u7684\u65e5\u5e38\u75db\u70b9\uff0c\u7ec4\u5408\u4f7f\u7528\u516c\u5f0f\/\u6761\u4ef6\u683c\u5f0f\u3001Python \u4e0e <a href=\"https:\/\/www.nimail.cn\/dev-tool\/excel-compare.html\" target=\"_blank\" rel=\"noopener\">\u5728\u7ebf\u5de5\u5177<\/a>\uff0c\u901a\u5e38\u80fd\u5728\u6548\u7387\u4e0e\u51c6\u786e\u6027\u4e4b\u95f4\u53d6\u5f97\u8f83\u597d\u5e73\u8861\u3002<\/p>\n<p class=\"mb-5\">\u9700\u8981\u9488\u5bf9\u516c\u53f8\u5177\u4f53\u573a\u666f\uff08\u5982\u591a\u8868\u5408\u5e76\u89c4\u5219\u3001\u76f8\u4f3c\u503c\u6a21\u7cca\u5339\u914d\uff09\u5b9a\u5236\u5316\u811a\u672c\u65f6\uff0c\u6211\u53ef\u4ee5\u63d0\u4f9b\u66f4\u7ec6\u5316\u7684\u793a\u4f8b\u548c\u6d41\u7a0b\u5efa\u8bae\u3002<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u9762\u5411\u5f00\u53d1\u4e0e\u6570\u636e\u4eba\u5458\u7684\u5b9e\u6218\u6307\u5357\uff1a\u7528\u516c\u5f0f\u3001\u6761\u4ef6\u683c\u5f0f\u3001Python \u548c\u5728\u7ebf\u5de5\u5177\u5feb\u901f\u5b8c\u6210 Excel \u4e24\u8868\u5bf9\u6bd4\u4e0e\u5dee\u5f02\u67e5\u627e\uff0c\u542b\u4ee3\u7801\u4e0e\u6848\u4f8b\u94fe\u63a5\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[249,171,125],"class_list":["post-813","post","type-post","status-publish","format-standard","hentry","category-best-articles","tag-excel"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>2026\u5e74\u817e\u8baf\u7ea7Excel\u6570\u636e\u5dee\u5f02\u5bf9\u6bd4\u6307\u5357 - nimail blog<\/title>\n<meta name=\"description\" content=\"\u9762\u5411\u5f00\u53d1\u4e0e\u6570\u636e\u4eba\u5458\u7684\u5b9e\u6218\u6307\u5357\uff1a\u7528\u516c\u5f0f\u3001\u6761\u4ef6\u683c\u5f0f\u3001Python \u548c\u5728\u7ebf\u5de5\u5177\u5feb\u901f\u5b8c\u6210 Excel \u4e24\u8868\u5bf9\u6bd4\u4e0e\u5dee\u5f02\u67e5\u627e\uff0c\u542b\u4ee3\u7801\u4e0e\u6848\u4f8b\u94fe\u63a5\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/blog.nimail.cn\/best-articles\/2026\u5e74\u817e\u8baf\u7ea7excel\u6570\u636e\u5dee\u5f02\u5bf9\u6bd4\u6307\u5357\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"2026\u5e74\u817e\u8baf\u7ea7Excel\u6570\u636e\u5dee\u5f02\u5bf9\u6bd4\u6307\u5357 - nimail blog\" \/>\n<meta property=\"og:description\" content=\"\u9762\u5411\u5f00\u53d1\u4e0e\u6570\u636e\u4eba\u5458\u7684\u5b9e\u6218\u6307\u5357\uff1a\u7528\u516c\u5f0f\u3001\u6761\u4ef6\u683c\u5f0f\u3001Python \u548c\u5728\u7ebf\u5de5\u5177\u5feb\u901f\u5b8c\u6210 Excel 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