{"id":1100,"date":"2026-06-24T18:24:46","date_gmt":"2026-06-24T18:24:46","guid":{"rendered":"https:\/\/blog.nimail.cn\/?p=1100"},"modified":"2026-06-24T18:24:46","modified_gmt":"2026-06-24T18:24:46","slug":"%e5%91%8a%e5%88%ab%e7%b9%81%e7%90%90-%e5%a6%82%e4%bd%95%e5%bf%ab%e9%80%9f%e5%af%b9%e6%af%94%e4%b8%a4%e4%b8%aaexcel%e8%a1%a8%e4%b8%ad%e7%9a%84%e6%95%b0%e6%8d%ae%e5%b7%ae%e5%bc%82","status":"publish","type":"post","link":"https:\/\/blog.nimail.cn\/best-articles\/%e5%91%8a%e5%88%ab%e7%b9%81%e7%90%90-%e5%a6%82%e4%bd%95%e5%bf%ab%e9%80%9f%e5%af%b9%e6%af%94%e4%b8%a4%e4%b8%aaexcel%e8%a1%a8%e4%b8%ad%e7%9a%84%e6%95%b0%e6%8d%ae%e5%b7%ae%e5%bc%82\/","title":{"rendered":"\u544a\u522b\u7e41\u7410\uff01\u5982\u4f55\u5feb\u901f\u5bf9\u6bd4\u4e24\u4e2aExcel\u8868\u4e2d\u7684\u6570\u636e\u5dee\u5f02"},"content":{"rendered":"

\u544a\u522b\u6b7b\u78d5\uff0c\u8ba9\u6570\u636e\u81ea\u5df1\u8bf4\u8bdd<\/h2>\n

\u505a\u8fd0\u8425\u548c\u6570\u636e\u5206\u6790\u7684\u670b\u53cb\u5927\u6982\u90fd\u7ecf\u5386\u8fc7\u8fd9\u79cd\u6298\u78e8\uff1a\u624b\u91cc\u62ff\u7740\u4e24\u4efd\u5bfc\u51fa\u7684CSV\u6216Excel\uff0c\u4e1a\u52a1\u65b9\u8981\u6c42\u9a6c\u4e0a\u786e\u8ba4\u8fdb\u5ea6\u3002\u8089\u773c\u9010\u884c\u626b\uff1f\u6548\u7387\u592a\u4f4e\u8fd8\u5bb9\u6613\u6f0f\u6389\u5173\u952e\u9879\u3002\u5176\u5b9e\u89e3\u51b3\u5bf9\u6bd4\u4e24\u4e2aexcel\u8868\u6570\u636e\u5dee\u5f02<\/strong>\u5e76\u4e0d\u4e00\u5b9a\u8981\u9760\u590d\u6742\u7684VBA\uff0c\u73b0\u5728\u5f88\u591a\u573a\u666f\u4e0b\uff0c\u501f\u52a9\u6210\u719f\u7684excel\u5bf9\u6bd4\u5de5\u5177<\/strong>\u5c31\u80fd\u77ac\u95f4\u51fa\u7ed3\u679c\u3002<\/p>\n

\u6bd4\u5982\u6211\u5e73\u65f6\u5de5\u4f5c\u6d41\u91cc\u5e38\u5907\u7684\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u65b9\u6848\uff1ahttps:\/\/www.nimail.cn\/dev-tool\/excel-compare.html<\/a>\u3002\u8fd9\u4e2a\u9875\u9762\u6ca1\u6709\u82b1\u54e8\u7684\u4ea4\u4e92\uff0c\u4f46\u5185\u6838\u975e\u5e38\u624e\u5b9e\u3002\u4e0a\u4f20\u4e24\u4e2a\u6587\u4ef6\u540e\uff0c\u5b83\u4f1a\u81ea\u52a8\u89e3\u6790\u7ed3\u6784\uff0c\u7136\u540e\u5e2e\u4f60excel\u67e5\u8be2\u4e24\u5f20\u8868\u4e2d\u4e0d\u540c\u7684\u6570\u636e<\/strong>\u3002\u5bf9\u4e8e\u975e\u6280\u672f\u80cc\u666f\u7684\u540c\u5b66\u6765\u8bf4\uff0c\u8fd9\u5c31\u662f\u6700\u76f4\u89c2\u7684excel\u6559\u7a0b \u5feb\u901f\u627e\u51fa\u4e0d\u540c\u8868\u683c\u4e2d\u76f8\u540c\u7684\u5185\u5bb9<\/strong>\u7684\u65b9\u5f0f\u3002\u754c\u9762\u5de6\u4fa7\u662f\u539f\u59cb\u8868A\uff0c\u53f3\u4fa7\u662f\u8868B\uff0c\u4e2d\u95f4\u5b9e\u65f6\u6e32\u67d3\u9ad8\u4eae\u5dee\u5f02\uff0c\u70b9\u51fb\u4efb\u610f\u5355\u5143\u683c\u8fd8\u80fd\u76f4\u63a5\u5b9a\u4f4d\u5230\u6e90\u6587\u4ef6\u7684\u5177\u4f53\u4f4d\u7f6e\u3002\u8fd9\u79cd\u8bbe\u8ba1\u7701\u53bb\u4e86\u5927\u91cf\u683c\u5f0f\u5bf9\u9f50\u7684\u65f6\u95f4\uff0c\u76f4\u63a5\u628a\u7cbe\u529b\u7559\u7ed9\u4e1a\u52a1\u5224\u65ad\u3002<\/p>\n

\n
\n
\u5b9e\u6218\u63d0\u793a<\/span>\u5b57\u6bb5\u987a\u5e8f\u4e0d\u4e00\u81f4\u600e\u4e48\u529e\uff1f<\/h5>\n

\u5f88\u591a\u65b0\u624b\u5728\u505aexcel\u4e24\u4e2a\u8868\u683c\u6570\u636e\u5bf9\u6bd4<\/strong>\u65f6\uff0c\u4f1a\u5ffd\u7565\u8868\u5934\u987a\u5e8f\u3002\u5b9e\u9645\u4e0a\uff0c\u53ea\u8981\u4e3b\u952e\uff08\u5982\u8ba2\u5355\u53f7\u3001\u5458\u5de5ID\uff09\u552f\u4e00\uff0c\u5de5\u5177\u5185\u90e8\u4f1a\u57fa\u4e8eKey\u8fdb\u884cHash\u6620\u5c04\uff0c\u800c\u4e0d\u662f\u6309\u7269\u7406\u884c\u53f7\u786c\u78b0\u786c\u3002\u8fd9\u610f\u5473\u7740\u4f60\u5b8c\u5168\u4e0d\u7528\u62c5\u5fc3\u5217\u6392\u5e03\u95ee\u9898\uff0c\u91cd\u70b9\u4f9d\u7136\u662f\u5982\u4f55\u6bd4\u5bf9\u4e24\u4e2aexcel\u5185\u5bb9\u662f\u5426\u4e00\u81f4<\/strong>\u7684\u6838\u5fc3\u4e1a\u52a1\u89c4\u5219\u3002<\/p>\n<\/p><\/div>\n<\/div>\n

\u5e95\u5c42\u903b\u8f91\u4e0e\u81ea\u52a8\u5316\u811a\u672c\u601d\u8def<\/h2>\n

\u5982\u679c\u4f60\u4e60\u60ef\u5728\u7ec8\u7aef\u91cc\u6572\u547d\u4ee4\uff0c\u6216\u8005\u9700\u8981\u628a\u6bd4\u5bf9\u903b\u8f91\u5d4c\u5165\u5230\u5b9a\u65f6\u4efb\u52a1\u4e2d\uff0c\u7406\u89e3\u5e95\u5c42\u7684\u96c6\u5408\u8fd0\u7b97\u4f1a\u4e8b\u534a\u529f\u500d\u3002\u5982\u4f55\u6bd4\u8f83\u4e24\u4e2aexcel\u7684\u5dee\u5f02<\/strong>\u672c\u8d28\u4e0a\u662f\u6c42\u5dee\u96c6\u548c\u4ea4\u96c6\u3002\u4e0b\u9762\u7528\u4e00\u5f20\u6781\u7b80\u7684\u7ed3\u6784\u793a\u610f\uff0c\u7406\u6e05\u5e38\u89c1\u5339\u914d\u6a21\u5f0f\uff1a<\/p>\n\n\n\n\n\n\n\n
\u64cd\u4f5c\u7c7b\u578b<\/th>\n\u9002\u7528\u573a\u666f<\/th>\n\u5bf9\u5e94\u9700\u6c42<\/th>\n<\/tr>\n<\/thead>\n
\u5dee\u96c6\u8fd0\u7b97 (A-B)<\/td>\n\u6392\u67e5\u65b0\u589e\u6f0f\u53d1\u6570\u636e<\/td>\n\u5feb\u901f\u5b9a\u4f4d\u5bf9\u6bd4\u4e24\u4e2aexcel\u8868\u6570\u636e\u5dee\u5f02<\/strong><\/td>\n<\/tr>\n
\u4ea4\u96c6\u8fd0\u7b97 (A\u2229B)<\/td>\n\u5e93\u5b58\u540c\u6b65\u6821\u9a8c<\/td>\nexcel\u6559\u7a0b \u5feb\u901f\u627e\u51fa\u4e0d\u540c\u8868\u683c\u4e2d\u76f8\u540c\u7684\u5185\u5bb9<\/strong><\/td>\n<\/tr>\n
\u5168\u91cf\u6bd4\u5bf9 (A==B)<\/td>\n\u8d22\u52a1\u5bf9\u8d26\u6536\u5c3e<\/td>\nexcel\u6838\u5bf9\u4e24\u5217\u6570\u636e\u662f\u5426\u4e00\u81f4<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u5f53\u6570\u636e\u91cf\u7a81\u7834\u5341\u4e07\u884c\uff0c\u56fe\u5f62\u754c\u9762\u5f00\u59cb\u5361\u987f\uff0c\u8fd9\u65f6\u5019\u5c31\u8be5\u8bf7\u51faPython\u4e86\u3002\u5229\u7528pandas\u5e93\u5904\u7406excel\u6570\u636e\u5bf9\u6bd4<\/strong>\u53ea\u9700\u51e0\u884c\u6838\u5fc3\u4ee3\u7801\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u5178\u578b\u7684\u53bb\u91cd\u5e76\u6807\u8bb0\u5dee\u5f02\u7684\u7247\u6bb5\uff0c\u53ef\u4ee5\u76f4\u63a5\u8dd1\u5728Jupyter\u6216\u672c\u5730\u811a\u672c\u91cc\uff1a<\/p>\n

\n \u6ce8\u610f\uff1a<\/strong>\u8fd0\u884c\u524d\u8bf7\u786e\u4fdd\u5df2\u5b89\u88c5 pip install pandas openpyxl<\/code>\u3002\u8def\u5f84\u8bb0\u5f97\u6362\u6210\u5b9e\u9645\u6587\u4ef6\u5730\u5740\u3002\n<\/div>\n
import pandas as pd\n\ndf1 = pd.read_excel(\"\u8868A.xlsx\", usecols=[\"ID\", \"\u91d1\u989d\", \"\u72b6\u6001\"])\ndf2 = pd.read_excel(\"\u8868B.xlsx\", usecols=[\"ID\", \"\u91d1\u989d\", \"\u72b6\u6001\"])\n\nmerged = pd.concat([df1.assign(\u6765\u6e90=\"\u8868A\"), df2.assign(\u6765\u6e90=\"\u8868B\")], ignore_index=True)\n\ndiff_mask = merged.groupby(\"ID\")[\"\u91d1\u989d\"].transform(lambda x: not x.is_unique)\nresult = merged[diff_mask][[\"ID\", \"\u6765\u6e90\", \"\u91d1\u989d\"]]\n\nprint(\"\u53d1\u73b0\u6570\u636e\u6f02\u79fb\u7684\u8bb0\u5f55\uff1a\")\nprint(result)\nresult.to_excel(\"\u5dee\u5f02\u660e\u7ec6.xlsx\", index=False)<\/code><\/pre>\n
\u8fd9\u6bb5\u811a\u672c\u7684\u903b\u8f91\u975e\u5e38\u76f4\u767d\uff1a\u5148\u8bfb\u5165\uff0c\u518d\u62fc\u8d77\u6765\uff0c\u6700\u540e\u7528\u7ec4\u5185\u552f\u4e00\u6027\u6821\u9a8c\u6293\u51fa\u5f02\u5e38\u503c\u3002\u6bd4\u8d77\u624b\u52a8\u6253\u5f00\u4e24\u4e2a\u7a97\u53e3\u6765\u56de\u5207\u6362\u6eda\u52a8\uff0c\u8fd9\u79cd\u6279\u5904\u7406\u65b9\u5f0f\u5728\u5904\u7406\u600e\u4e48\u5bf9\u6bd4\u4e24\u4e2aexcel\u6587\u6863\u7684\u6570\u636e\u5dee\u5f02<\/strong>\u65f6\u80fd\u8282\u7701\u81f3\u5c11\u516b\u6210\u65f6\u95f4\u3002\u5199\u5b8c\u540e\u628a\u5b83\u6253\u5305\u6210CLI\u5de5\u5177\u6216\u8005\u6302\u5230CI\/CD\u6d41\u6c34\u7ebf\u91cc\uff0c\u4ee5\u540e\u6bcf\u6b21\u53d1\u7248\u524d\u81ea\u52a8\u8dd1\u4e00\u904d\u56de\u5f52\u6d4b\u8bd5\uff0c\u57fa\u672c\u5c31\u4e0d\u9700\u8981\u4eba\u5de5\u53cd\u590d\u786e\u8ba4\u4e86\u3002\u9047\u5230\u7279\u6b8a\u5b57\u7b26\u7f16\u7801\u6216\u8005\u65e5\u671f\u683c\u5f0f\u4e0d\u7edf\u4e00\u7684\u60c5\u51b5\uff0c\u8bb0\u5f97\u5728read_excel\u91cc\u663e\u5f0f\u58f0\u660edtype\u548cdate_parser\uff0c\u522b\u7b49\u62a5\u9519\u4e86\u624d\u53bb\u7ffb\u65e5\u5fd7\u3002\u6bd5\u7adf\u5728\u771f\u5b9e\u751f\u4ea7\u73af\u5883\u91cc\uff0c\u5e72\u51c0\u7684\u6570\u636e\u6c38\u8fdc\u53ea\u5b58\u5728\u4e8e\u7406\u60f3\u72b6\u6001\u4e0b\uff0c\u63d0\u524d\u505a\u7c7b\u578b\u6e05\u6d17\u624d\u662f\u957f\u4e45\u4e4b\u8ba1\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
\u8fd8\u5728\u624b\u52a8\u9010\u884c\u6838\u5bf9\u62a5\u8868\uff1f\u672c\u6587\u5206\u4eab\u9ad8\u6548\u5904\u7406excel\u6570\u636e\u5bf9\u6bd4\u7684\u5b9e\u6218\u6280\u5de7\uff0c\u7ed3\u5408\u5728\u7ebfexcel\u5bf9\u6bd4\u5de5\u5177\u4e0ePython\u811a\u672c\uff0c\u6559\u4f60\u5feb\u901f\u627e\u51fa\u4e0d\u540c\u8868\u683c\u4e2d\u76f8\u540c\u7684\u5185\u5bb9\uff0c\u8f7b\u677e\u5b9e\u73b0excel\u6838\u5bf9\u4e24\u5217\u6570\u636e\u662f\u5426\u4e00\u81f4\u3002\u638c\u63e1\u8fd9\u4e9b\u65b9\u6cd5\uff0c\u5f7b\u5e95\u544a\u522b\u4f4e\u6548\u4eba\u5de5\u6821\u5bf9\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":[126,171,253],"class_list":["post-1100","post","type-post","status-publish","format-standard","hentry","category-best-articles","tag-excel"],"yoast_head":"\n\u544a\u522b\u7e41\u7410\uff01\u5982\u4f55\u5feb\u901f\u5bf9\u6bd4\u4e24\u4e2aExcel\u8868\u4e2d\u7684\u6570\u636e\u5dee\u5f02 - nimail blog<\/title>\n<meta name=\"description\" content=\"\u8fd8\u5728\u624b\u52a8\u9010\u884c\u6838\u5bf9\u62a5\u8868\uff1f\u672c\u6587\u5206\u4eab\u9ad8\u6548\u5904\u7406excel\u6570\u636e\u5bf9\u6bd4\u7684\u5b9e\u6218\u6280\u5de7\uff0c\u7ed3\u5408\u5728\u7ebfexcel\u5bf9\u6bd4\u5de5\u5177\u4e0ePython\u811a\u672c\uff0c\u6559\u4f60\u5feb\u901f\u627e\u51fa\u4e0d\u540c\u8868\u683c\u4e2d\u76f8\u540c\u7684\u5185\u5bb9\uff0c\u8f7b\u677e\u5b9e\u73b0excel\u6838\u5bf9\u4e24\u5217\u6570\u636e\u662f\u5426\u4e00\u81f4\u3002\u638c\u63e1\u8fd9\u4e9b\u65b9\u6cd5\uff0c\u5f7b\u5e95\u544a\u522b\u4f4e\u6548\u4eba\u5de5\u6821\u5bf9\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\/\u544a\u522b\u7e41\u7410-\u5982\u4f55\u5feb\u901f\u5bf9\u6bd4\u4e24\u4e2aexcel\u8868\u4e2d\u7684\u6570\u636e\u5dee\u5f02\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u544a\u522b\u7e41\u7410\uff01\u5982\u4f55\u5feb\u901f\u5bf9\u6bd4\u4e24\u4e2aExcel\u8868\u4e2d\u7684\u6570\u636e\u5dee\u5f02 - nimail blog\" \/>\n<meta property=\"og:description\" content=\"\u8fd8\u5728\u624b\u52a8\u9010\u884c\u6838\u5bf9\u62a5\u8868\uff1f\u672c\u6587\u5206\u4eab\u9ad8\u6548\u5904\u7406excel\u6570\u636e\u5bf9\u6bd4\u7684\u5b9e\u6218\u6280\u5de7\uff0c\u7ed3\u5408\u5728\u7ebfexcel\u5bf9\u6bd4\u5de5\u5177\u4e0ePython\u811a\u672c\uff0c\u6559\u4f60\u5feb\u901f\u627e\u51fa\u4e0d\u540c\u8868\u683c\u4e2d\u76f8\u540c\u7684\u5185\u5bb9\uff0c\u8f7b\u677e\u5b9e\u73b0excel\u6838\u5bf9\u4e24\u5217\u6570\u636e\u662f\u5426\u4e00\u81f4\u3002\u638c\u63e1\u8fd9\u4e9b\u65b9\u6cd5\uff0c\u5f7b\u5e95\u544a\u522b\u4f4e\u6548\u4eba\u5de5\u6821\u5bf9\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/blog.nimail.cn\/best-articles\/\u544a\u522b\u7e41\u7410-\u5982\u4f55\u5feb\u901f\u5bf9\u6bd4\u4e24\u4e2aexcel\u8868\u4e2d\u7684\u6570\u636e\u5dee\u5f02\/\" \/>\n<meta property=\"og:site_name\" content=\"nimail blog\" \/>\n<meta property=\"article:published_time\" content=\"2026-06-24T18:24:46+00:00\" \/>\n<meta name=\"author\" content=\"\u4e00\u7ebf\u7801\u519c\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u4e00\u7ebf\u7801\u519c\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/blog.nimail.cn\/best-articles\/%e5%91%8a%e5%88%ab%e7%b9%81%e7%90%90-%e5%a6%82%e4%bd%95%e5%bf%ab%e9%80%9f%e5%af%b9%e6%af%94%e4%b8%a4%e4%b8%aaexcel%e8%a1%a8%e4%b8%ad%e7%9a%84%e6%95%b0%e6%8d%ae%e5%b7%ae%e5%bc%82\/\",\"url\":\"https:\/\/blog.nimail.cn\/best-articles\/%e5%91%8a%e5%88%ab%e7%b9%81%e7%90%90-%e5%a6%82%e4%bd%95%e5%bf%ab%e9%80%9f%e5%af%b9%e6%af%94%e4%b8%a4%e4%b8%aaexcel%e8%a1%a8%e4%b8%ad%e7%9a%84%e6%95%b0%e6%8d%ae%e5%b7%ae%e5%bc%82\/\",\"name\":\"\u544a\u522b\u7e41\u7410\uff01\u5982\u4f55\u5feb\u901f\u5bf9\u6bd4\u4e24\u4e2aExcel\u8868\u4e2d\u7684\u6570\u636e\u5dee\u5f02 - nimail blog\",\"isPartOf\":{\"@id\":\"https:\/\/blog.nimail.cn\/#website\"},\"datePublished\":\"2026-06-24T18:24:46+00:00\",\"author\":{\"@id\":\"https:\/\/blog.nimail.cn\/#\/schema\/person\/0b0e15eb489135cbe0643e4f5e8839af\"},\"description\":\"\u8fd8\u5728\u624b\u52a8\u9010\u884c\u6838\u5bf9\u62a5\u8868\uff1f\u672c\u6587\u5206\u4eab\u9ad8\u6548\u5904\u7406excel\u6570\u636e\u5bf9\u6bd4\u7684\u5b9e\u6218\u6280\u5de7\uff0c\u7ed3\u5408\u5728\u7ebfexcel\u5bf9\u6bd4\u5de5\u5177\u4e0ePython\u811a\u672c\uff0c\u6559\u4f60\u5feb\u901f\u627e\u51fa\u4e0d\u540c\u8868\u683c\u4e2d\u76f8\u540c\u7684\u5185\u5bb9\uff0c\u8f7b\u677e\u5b9e\u73b0excel\u6838\u5bf9\u4e24\u5217\u6570\u636e\u662f\u5426\u4e00\u81f4\u3002\u638c\u63e1\u8fd9\u4e9b\u65b9\u6cd5\uff0c\u5f7b\u5e95\u544a\u522b\u4f4e\u6548\u4eba\u5de5\u6821\u5bf9\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/blog.nimail.cn\/best-articles\/%e5%91%8a%e5%88%ab%e7%b9%81%e7%90%90-%e5%a6%82%e4%bd%95%e5%bf%ab%e9%80%9f%e5%af%b9%e6%af%94%e4%b8%a4%e4%b8%aaexcel%e8%a1%a8%e4%b8%ad%e7%9a%84%e6%95%b0%e6%8d%ae%e5%b7%ae%e5%bc%82\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/blog.nimail.cn\/best-articles\/%e5%91%8a%e5%88%ab%e7%b9%81%e7%90%90-%e5%a6%82%e4%bd%95%e5%bf%ab%e9%80%9f%e5%af%b9%e6%af%94%e4%b8%a4%e4%b8%aaexcel%e8%a1%a8%e4%b8%ad%e7%9a%84%e6%95%b0%e6%8d%ae%e5%b7%ae%e5%bc%82\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/blog.nimail.cn\/best-articles\/%e5%91%8a%e5%88%ab%e7%b9%81%e7%90%90-%e5%a6%82%e4%bd%95%e5%bf%ab%e9%80%9f%e5%af%b9%e6%af%94%e4%b8%a4%e4%b8%aaexcel%e8%a1%a8%e4%b8%ad%e7%9a%84%e6%95%b0%e6%8d%ae%e5%b7%ae%e5%bc%82\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/blog.nimail.cn\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u544a\u522b\u7e41\u7410\uff01\u5982\u4f55\u5feb\u901f\u5bf9\u6bd4\u4e24\u4e2aExcel\u8868\u4e2d\u7684\u6570\u636e\u5dee\u5f02\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/blog.nimail.cn\/#website\",\"url\":\"https:\/\/blog.nimail.cn\/\",\"name\":\"nimail blog\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/blog.nimail.cn\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/blog.nimail.cn\/#\/schema\/person\/0b0e15eb489135cbe0643e4f5e8839af\",\"name\":\"\u4e00\u7ebf\u7801\u519c\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/blog.nimail.cn\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/9cabb5645eed3060ef0005d4a179e6422ed56568f78c1b5d2326a4976200739c?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/9cabb5645eed3060ef0005d4a179e6422ed56568f78c1b5d2326a4976200739c?s=96&d=mm&r=g\",\"caption\":\"\u4e00\u7ebf\u7801\u519c\"},\"sameAs\":[\"http:\/\/blog.nimail.cn\"],\"url\":\"https:\/\/blog.nimail.cn\/author\/longzg\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u544a\u522b\u7e41\u7410\uff01\u5982\u4f55\u5feb\u901f\u5bf9\u6bd4\u4e24\u4e2aExcel\u8868\u4e2d\u7684\u6570\u636e\u5dee\u5f02 - nimail blog","description":"\u8fd8\u5728\u624b\u52a8\u9010\u884c\u6838\u5bf9\u62a5\u8868\uff1f\u672c\u6587\u5206\u4eab\u9ad8\u6548\u5904\u7406excel\u6570\u636e\u5bf9\u6bd4\u7684\u5b9e\u6218\u6280\u5de7\uff0c\u7ed3\u5408\u5728\u7ebfexcel\u5bf9\u6bd4\u5de5\u5177\u4e0ePython\u811a\u672c\uff0c\u6559\u4f60\u5feb\u901f\u627e\u51fa\u4e0d\u540c\u8868\u683c\u4e2d\u76f8\u540c\u7684\u5185\u5bb9\uff0c\u8f7b\u677e\u5b9e\u73b0excel\u6838\u5bf9\u4e24\u5217\u6570\u636e\u662f\u5426\u4e00\u81f4\u3002\u638c\u63e1\u8fd9\u4e9b\u65b9\u6cd5\uff0c\u5f7b\u5e95\u544a\u522b\u4f4e\u6548\u4eba\u5de5\u6821\u5bf9\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/blog.nimail.cn\/best-articles\/\u544a\u522b\u7e41\u7410-\u5982\u4f55\u5feb\u901f\u5bf9\u6bd4\u4e24\u4e2aexcel\u8868\u4e2d\u7684\u6570\u636e\u5dee\u5f02\/","og_locale":"zh_CN","og_type":"article","og_title":"\u544a\u522b\u7e41\u7410\uff01\u5982\u4f55\u5feb\u901f\u5bf9\u6bd4\u4e24\u4e2aExcel\u8868\u4e2d\u7684\u6570\u636e\u5dee\u5f02 - nimail blog","og_description":"\u8fd8\u5728\u624b\u52a8\u9010\u884c\u6838\u5bf9\u62a5\u8868\uff1f\u672c\u6587\u5206\u4eab\u9ad8\u6548\u5904\u7406excel\u6570\u636e\u5bf9\u6bd4\u7684\u5b9e\u6218\u6280\u5de7\uff0c\u7ed3\u5408\u5728\u7ebfexcel\u5bf9\u6bd4\u5de5\u5177\u4e0ePython\u811a\u672c\uff0c\u6559\u4f60\u5feb\u901f\u627e\u51fa\u4e0d\u540c\u8868\u683c\u4e2d\u76f8\u540c\u7684\u5185\u5bb9\uff0c\u8f7b\u677e\u5b9e\u73b0excel\u6838\u5bf9\u4e24\u5217\u6570\u636e\u662f\u5426\u4e00\u81f4\u3002\u638c\u63e1\u8fd9\u4e9b\u65b9\u6cd5\uff0c\u5f7b\u5e95\u544a\u522b\u4f4e\u6548\u4eba\u5de5\u6821\u5bf9\u3002","og_url":"https:\/\/blog.nimail.cn\/best-articles\/\u544a\u522b\u7e41\u7410-\u5982\u4f55\u5feb\u901f\u5bf9\u6bd4\u4e24\u4e2aexcel\u8868\u4e2d\u7684\u6570\u636e\u5dee\u5f02\/","og_site_name":"nimail blog","article_published_time":"2026-06-24T18:24:46+00:00","author":"\u4e00\u7ebf\u7801\u519c","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u4e00\u7ebf\u7801\u519c","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"1 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/blog.nimail.cn\/best-articles\/%e5%91%8a%e5%88%ab%e7%b9%81%e7%90%90-%e5%a6%82%e4%bd%95%e5%bf%ab%e9%80%9f%e5%af%b9%e6%af%94%e4%b8%a4%e4%b8%aaexcel%e8%a1%a8%e4%b8%ad%e7%9a%84%e6%95%b0%e6%8d%ae%e5%b7%ae%e5%bc%82\/","url":"https:\/\/blog.nimail.cn\/best-articles\/%e5%91%8a%e5%88%ab%e7%b9%81%e7%90%90-%e5%a6%82%e4%bd%95%e5%bf%ab%e9%80%9f%e5%af%b9%e6%af%94%e4%b8%a4%e4%b8%aaexcel%e8%a1%a8%e4%b8%ad%e7%9a%84%e6%95%b0%e6%8d%ae%e5%b7%ae%e5%bc%82\/","name":"\u544a\u522b\u7e41\u7410\uff01\u5982\u4f55\u5feb\u901f\u5bf9\u6bd4\u4e24\u4e2aExcel\u8868\u4e2d\u7684\u6570\u636e\u5dee\u5f02 - nimail blog","isPartOf":{"@id":"https:\/\/blog.nimail.cn\/#website"},"datePublished":"2026-06-24T18:24:46+00:00","author":{"@id":"https:\/\/blog.nimail.cn\/#\/schema\/person\/0b0e15eb489135cbe0643e4f5e8839af"},"description":"\u8fd8\u5728\u624b\u52a8\u9010\u884c\u6838\u5bf9\u62a5\u8868\uff1f\u672c\u6587\u5206\u4eab\u9ad8\u6548\u5904\u7406excel\u6570\u636e\u5bf9\u6bd4\u7684\u5b9e\u6218\u6280\u5de7\uff0c\u7ed3\u5408\u5728\u7ebfexcel\u5bf9\u6bd4\u5de5\u5177\u4e0ePython\u811a\u672c\uff0c\u6559\u4f60\u5feb\u901f\u627e\u51fa\u4e0d\u540c\u8868\u683c\u4e2d\u76f8\u540c\u7684\u5185\u5bb9\uff0c\u8f7b\u677e\u5b9e\u73b0excel\u6838\u5bf9\u4e24\u5217\u6570\u636e\u662f\u5426\u4e00\u81f4\u3002\u638c\u63e1\u8fd9\u4e9b\u65b9\u6cd5\uff0c\u5f7b\u5e95\u544a\u522b\u4f4e\u6548\u4eba\u5de5\u6821\u5bf9\u3002","breadcrumb":{"@id":"https:\/\/blog.nimail.cn\/best-articles\/%e5%91%8a%e5%88%ab%e7%b9%81%e7%90%90-%e5%a6%82%e4%bd%95%e5%bf%ab%e9%80%9f%e5%af%b9%e6%af%94%e4%b8%a4%e4%b8%aaexcel%e8%a1%a8%e4%b8%ad%e7%9a%84%e6%95%b0%e6%8d%ae%e5%b7%ae%e5%bc%82\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/blog.nimail.cn\/best-articles\/%e5%91%8a%e5%88%ab%e7%b9%81%e7%90%90-%e5%a6%82%e4%bd%95%e5%bf%ab%e9%80%9f%e5%af%b9%e6%af%94%e4%b8%a4%e4%b8%aaexcel%e8%a1%a8%e4%b8%ad%e7%9a%84%e6%95%b0%e6%8d%ae%e5%b7%ae%e5%bc%82\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/blog.nimail.cn\/best-articles\/%e5%91%8a%e5%88%ab%e7%b9%81%e7%90%90-%e5%a6%82%e4%bd%95%e5%bf%ab%e9%80%9f%e5%af%b9%e6%af%94%e4%b8%a4%e4%b8%aaexcel%e8%a1%a8%e4%b8%ad%e7%9a%84%e6%95%b0%e6%8d%ae%e5%b7%ae%e5%bc%82\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/blog.nimail.cn\/"},{"@type":"ListItem","position":2,"name":"\u544a\u522b\u7e41\u7410\uff01\u5982\u4f55\u5feb\u901f\u5bf9\u6bd4\u4e24\u4e2aExcel\u8868\u4e2d\u7684\u6570\u636e\u5dee\u5f02"}]},{"@type":"WebSite","@id":"https:\/\/blog.nimail.cn\/#website","url":"https:\/\/blog.nimail.cn\/","name":"nimail blog","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/blog.nimail.cn\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/blog.nimail.cn\/#\/schema\/person\/0b0e15eb489135cbe0643e4f5e8839af","name":"\u4e00\u7ebf\u7801\u519c","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/blog.nimail.cn\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/9cabb5645eed3060ef0005d4a179e6422ed56568f78c1b5d2326a4976200739c?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/9cabb5645eed3060ef0005d4a179e6422ed56568f78c1b5d2326a4976200739c?s=96&d=mm&r=g","caption":"\u4e00\u7ebf\u7801\u519c"},"sameAs":["http:\/\/blog.nimail.cn"],"url":"https:\/\/blog.nimail.cn\/author\/longzg\/"}]}},"_links":{"self":[{"href":"https:\/\/blog.nimail.cn\/wp-json\/wp\/v2\/posts\/1100","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.nimail.cn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.nimail.cn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.nimail.cn\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.nimail.cn\/wp-json\/wp\/v2\/comments?post=1100"}],"version-history":[{"count":0,"href":"https:\/\/blog.nimail.cn\/wp-json\/wp\/v2\/posts\/1100\/revisions"}],"wp:attachment":[{"href":"https:\/\/blog.nimail.cn\/wp-json\/wp\/v2\/media?parent=1100"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.nimail.cn\/wp-json\/wp\/v2\/categories?post=1100"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.nimail.cn\/wp-json\/wp\/v2\/tags?post=1100"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}