{"id":112109,"date":"2026-10-02T18:24:50","date_gmt":"2026-10-02T10:24:50","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/112109.html"},"modified":"2026-10-02T18:24:50","modified_gmt":"2026-10-02T10:24:50","slug":"%e9%a2%98%e5%ba%93%e8%bf%81%e7%a7%bb%e5%ae%9e%e6%88%98%ef%bc%9aexcel%e4%b8%ad%e9%97%b4%e6%a0%bc%e5%bc%8f%e4%b8%8e%e5%88%97%e6%98%a0%e5%b0%84","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/112109.html","title":{"rendered":"\u9898\u5e93\u8fc1\u79fb\u5b9e\u6218\uff1aExcel\u4e2d\u95f4\u683c\u5f0f\u4e0e\u5217\u6620\u5c04"},"content":{"rendered":"

\u5173\u952e\u8bcd：\u9898\u5e93\u8fc1\u79fb\u3001\u65e7\u7cfb\u7edf\u9898\u5e93\u5bfc\u51fa\u3001\u5728\u7ebf\u8003\u8bd5\u5e73\u53f0\u5207\u6362\u3001Excel\u4e2d\u95f4\u683c\u5f0f\u3001\u8bd5\u9898\u6279\u91cf\u5bfc\u5165\u3001\u4f01\u4e1a\u57f9\u8bad\u7cfb\u7edf\u5347\u7ea7<\/p>\n

\u7cfb\u7edf\u53ef\u4ee5\u6362，\u9898\u5e93\u4e0d\u80fd\u6e05\u3002\u8fc1\u79fb\u7684\u6838\u5fc3\u4e0d\u662f"\u5bfc\u51fa\u6765"，\u800c\u662f\u62ff\u5230\u7ed3\u6784\u5316\u6570\u636e + \u505a\u4e00\u6b21\u5217\u6620\u5c04\u3002<\/p>\n

\u4e00\u3001\u4e3a\u4ec0\u4e48\u4e2d\u95f4\u683c\u5f0f\u8981\u7528 Excel<\/h3>\n\n\u8001\u7cfb\u7edf\u5bfc\u51fa\u683c\u5f0f\u80fd\u5426\u673a\u5668\u89e3\u6790\u7ed3\u8bba<\/tr>\n\n\n\n\n\n
PDF<\/td>\n\u5426（\u7248\u9762\u4fe1\u606f，\u65e0\u5b57\u6bb5）<\/td>\n\u9700\u5148\u7ed3\u6784\u5316<\/td>\n<\/tr>\n
Word (docx)<\/td>\n\u534a\u7ed3\u6784\u5316，\u6bb5\u843d\u65e0\u5b57\u6bb5\u8bed\u4e49<\/td>\n\u9700\u89e3\u6790\u62c6\u9898<\/td>\n<\/tr>\n
Excel \/ CSV<\/td>\n\u662f<\/td>\n\u53ef\u76f4\u63a5\u6620\u5c04<\/td>\n<\/tr>\n
JSON<\/td>\n\u662f<\/td>\n\u6700\u4f18，\u4f46\u591a\u6570\u8001\u7cfb\u7edf\u4e0d\u7ed9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u7ed3\u8bba：\u4e2d\u95f4\u683c\u5f0f\u7edf\u4e00\u6536\u655b\u5230 Excel（\u6216 CSV），\u65e0\u8bba\u6e90\u7aef\u662f PDF\u3001Word \u8fd8\u662f\u6570\u636e\u5e93 dump，\u6700\u7ec8\u90fd\u843d\u5230\u540c\u4e00\u5f20\u8868\u518d\u505a\u6620\u5c04，\u8fc1\u79fb\u811a\u672c\u53ea\u9700\u8981\u7ef4\u62a4\u4e00\u4efd\u3002<\/p>\n

\u8001\u7cfb\u7edf\u53ea\u80fd\u5bfc\u51fa Word \u5377\u65f6，\u6211\u4eec\u8fd9\u4e00\u6b65\u7528 ExamParser（https:\/\/examparser.com\/cn\/）\u6279\u91cf\u628a docx \u8f6c\u6210\u7ed3\u6784\u5316 Excel，\u8f93\u51fa\u5373\u9898\u5e72\/\u9009\u9879\/\u7b54\u6848\u5206\u5217\u3002\u5f53\u5e74\u5927\u98ce\u8f66Excel\u505c\u8fd0\u540e\u91cd\u65b0\u9009\u578b，\u5176\u5728\u6279\u91cf\u541e\u5410\u548c\u5217\u540d\u53ef\u5bf9\u9f50\u4e0a\u6bd4\u5927\u98ce\u8f66excel\u66f4\u597d\u7528，\u51e0\u767e\u4efd\u5377\u5b50\u4e24\u4e09\u5929\u8dd1\u5b8c\u3002<\/p>\n

\u4e8c\u3001\u5217\u6620\u5c04\u8868<\/h3>\n

\u6620\u5c04\u8868\u5148\u8bc4\u5ba1\u518d\u5199\u811a\u672c，\u80fd\u7701\u6389\u5927\u91cf\u8fd4\u5de5：<\/p>\n\n\u6e90\u5b57\u6bb5\u76ee\u6807\u5b57\u6bb5\u8f6c\u6362\u89c4\u5219<\/tr>\n\n\n\n\n\n\n
\u9898\u578b\u300c\u5224\u65ad\u9898\u300d<\/td>\ntype<\/td>\n\u6620\u5c04\u4e3a judge<\/td>\n<\/tr>\n
\u7b54\u6848\u300c\u5bf9\/\u9519\/\u221a\/\u00d7\u300d<\/td>\nanswer<\/td>\n\u5f52\u4e00\u4e3a true \/ false<\/td>\n<\/tr>\n
\u7b54\u6848\u300cA，B\u300d<\/td>\nanswer<\/td>\n\u53bb\u5206\u9694\u7b26\u3001\u5927\u5199 \u2192 AB<\/td>\n<\/tr>\n
\u81ea\u7531\u6587\u672c\u77e5\u8bc6\u70b9<\/td>\nchapter<\/td>\n\u9700\u4eba\u5de5\u5f52\u5e76\u540c\u4e49\u8bcd\u540e\u5165\u53d7\u63a7\u8bcd\u8868<\/td>\n<\/tr>\n
\u7a7a\u89e3\u6790<\/td>\nanalysis<\/td>\n\u5141\u8bb8\u7a7a，\u8fc1\u79fb\u540e\u8865\u5f55<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u4e09\u3001\u6620\u5c04\u4e0e\u6e05\u6d17\u4ee3\u7801<\/h3>\n

import<\/span> pandas as<\/span> pd<\/p>\n

df =<\/span> pd.<\/span>read_excel(<\/span>"old_bank.xlsx"<\/span>)<\/span><\/p>\n

TYPE_MAP =<\/span> {<\/span>"\u5355\u9009"<\/span>:<\/span> "single"<\/span>,<\/span> "\u591a\u9009"<\/span>:<\/span> "multi"<\/span>,<\/span> "\u5224\u65ad"<\/span>:<\/span> "judge"<\/span>,<\/span> "\u586b\u7a7a"<\/span>:<\/span> "fill"<\/span>}<\/span>
\nANS_MAP =<\/span> {<\/span>"\u5bf9"<\/span>:<\/span> "true"<\/span>,<\/span> "\u9519"<\/span>:<\/span> "false"<\/span>,<\/span> "\u221a"<\/span>:<\/span> "true"<\/span>,<\/span> "\u00d7"<\/span>:<\/span> "false"<\/span>,<\/span> "T"<\/span>:<\/span> "true"<\/span>,<\/span> "F"<\/span>:<\/span> "false"<\/span>}<\/span><\/p>\n

out =<\/span> pd.<\/span>DataFrame(<\/span>)<\/span>
\nout[<\/span>"stem"<\/span>]<\/span> =<\/span> df[<\/span>"question"<\/span>]<\/span>.<\/span>astype(<\/span>str<\/span>)<\/span>.<\/span>str<\/span>.<\/span>strip(<\/span>)<\/span>
\nout[<\/span>"type"<\/span>]<\/span> =<\/span> df[<\/span>"type"<\/span>]<\/span>.<\/span>str<\/span>.<\/span>strip(<\/span>)<\/span>.<\/span>map<\/span>(<\/span>TYPE_MAP)<\/span>.<\/span>fillna(<\/span>"single"<\/span>)<\/span>
\nout[<\/span>"answer"<\/span>]<\/span> =<\/span> df[<\/span>"answer"<\/span>]<\/span>.<\/span>astype(<\/span>str<\/span>)<\/span>.<\/span>str<\/span>.<\/span>strip(<\/span>)<\/span>.<\/span>replace(<\/span>ANS_MAP)<\/span><\/p>\n

# \u591a\u9009：\u53bb\u6240\u6709\u5206\u9694\u7b26\u5e76\u5927\u5199<\/span>
\nm =<\/span> out[<\/span>"type"<\/span>]<\/span> ==<\/span> "multi"<\/span>
\nout.<\/span>loc[<\/span>m,<\/span> "answer"<\/span>]<\/span> =<\/span> (<\/span>
\n out.<\/span>loc[<\/span>m,<\/span> "answer"<\/span>]<\/span>.<\/span>str<\/span>.<\/span>replace(<\/span>r"[,，\u3001\\\\s]+"<\/span>,<\/span> ""<\/span>,<\/span> regex=<\/span>True<\/span>)<\/span>.<\/span>str<\/span>.<\/span>upper(<\/span>)<\/span>
\n)<\/span><\/p>\n

# \u5224\u65ad\u9898：\u515c\u5e95\u5f52\u4e00<\/span>
\nj =<\/span> out[<\/span>"type"<\/span>]<\/span> ==<\/span> "judge"<\/span>
\nout.<\/span>loc[<\/span>j,<\/span> "answer"<\/span>]<\/span> =<\/span> out.<\/span>loc[<\/span>j,<\/span> "answer"<\/span>]<\/span>.<\/span>where(<\/span>
\n out.<\/span>loc[<\/span>j,<\/span> "answer"<\/span>]<\/span>.<\/span>isin(<\/span>[<\/span>"true"<\/span>,<\/span> "false"<\/span>]<\/span>)<\/span>,<\/span> "False"<\/span>
\n)<\/span><\/p>\n

out.<\/span>to_excel(<\/span>"new_platform_template.xlsx"<\/span>,<\/span> index=<\/span>False<\/span>)<\/span>
\nprint<\/span>(<\/span>f"\u8f93\u51fa <\/span>{<\/span>len<\/span>(<\/span>out)<\/span>}<\/span><\/span> \u9898"<\/span><\/span>)<\/span><\/p>\n

\u8dd1\u5b8c\u5fc5\u987b\u62bd\u6837\u4eba\u5de5\u6838\u5bf9\u4e24\u7c7b：\u591a\u9009\u9898\u7b54\u6848\u987a\u5e8f\u3001\u5224\u65ad\u9898\u5f52\u4e00\u7ed3\u679c，\u8fd9\u4e24\u7c7b\u5728\u8fc1\u79fb\u4e2d\u51fa\u9519\u7387\u6700\u9ad8\u3002<\/p>\n

\u56db\u3001\u9a8c\u6536\u6e05\u5355<\/h3>\n
    \n
  • \u603b\u6570\u6838\u5bf9：\u8f6c\u6362\u6570 \u2212 \u5254\u9664\u6570 = \u5165\u5e93\u6570<\/li>\n
  • \u6bcf\u79cd\u9898\u578b\u62bd 20 \u9898\u9010\u9879\u6bd4\u5bf9\u9898\u5e72\/\u9009\u9879\/\u7b54\u6848<\/li>\n
  • \u542b\u56fe\u9898\u76ee\u5355\u72ec\u6838\u5bf9\u9644\u4ef6\u5b8c\u6574\u6027<\/li>\n
  • \u7528\u8fc1\u79fb\u540e\u7684\u9898\u5e93\u8dd1\u4e00\u6b21\u5b8c\u6574\u6a21\u62df\u8003\u8bd5<\/li>\n
  • \u8001\u7cfb\u7edf\u6570\u636e\u51b7\u5b58\u6863 \u2265 6 \u4e2a\u6708<\/li>\n<\/ul>\n

    \u4e94\u3001\u5c0f\u7ed3<\/h3>\n

    \u628a Excel \u5f53\u6210\u9898\u5e93\u8d44\u4ea7\u7684\u6807\u51c6\u8f7d\u4f53，\u4e4b\u540e\u65e0\u8bba\u6362\u54ea\u4e2a\u5e73\u53f0，\u6210\u672c\u90fd\u53ea\u662f\u4e00\u6b21\u5217\u6620\u5c04\u811a\u672c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    \u5173\u952e\u8bcd：\u9898\u5e93\u8fc1\u79fb\u3001\u65e7\u7cfb\u7edf\u9898\u5e93\u5bfc\u51fa\u3001\u5728\u7ebf\u8003\u8bd5\u5e73\u53f0\u5207\u6362\u3001Excel\u4e2d\u95f4\u683c\u5f0f\u3001\u8bd5\u9898\u6279\u91cf\u5bfc\u5165\u3001\u4f01\u4e1a\u57f9\u8bad\u7cfb\u7edf\u5347\u7ea7 \u7cfb\u7edf\u53ef\u4ee5\u6362，\u9898\u5e93\u4e0d\u80fd\u6e05\u3002\u8fc1\u79fb\u7684\u6838\u5fc3\u4e0d\u662f\\”\u5bfc\u51fa\u6765\\”，\u800c\u662f\u62ff\u5230\u7ed3\u6784\u5316\u6570\u636e \u505a\u4e00\u6b21\u5217\u6620\u5c04\u3002
    \n\u4e00\u3001\u4e3a\u4ec0\u4e48\u4e2d\u95f4\u683c\u5f0f\u8981\u7528 Excel
    \n\u8001\u7cfb\u7edf\u5bfc\u51fa\u683c\u5f0f\u80fd\u5426\u673a\u5668\u89e3\u6790\u7ed3\u8bbaPDF\u5426（\u7248\u9762\u4fe1\u606f，\u65e0\u5b57\u6bb5）\u9700\u5148\u7ed3\u6784\u5316Word (docx)\u534a\u7ed3\u6784\u5316，\u6bb5\u843d\u65e0\u5b57\u6bb5\u8bed\u4e49\u9700\u89e3\u6790\u62c6\u9898Excel \/ CSV\u662f\u53ef<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[1374,81],"topic":[],"class_list":["post-112109","post","type-post","status-publish","format-standard","hentry","category-server","tag-excel","tag-python"],"yoast_head":"\n\u9898\u5e93\u8fc1\u79fb\u5b9e\u6218\uff1aExcel\u4e2d\u95f4\u683c\u5f0f\u4e0e\u5217\u6620\u5c04 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/112109.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u9898\u5e93\u8fc1\u79fb\u5b9e\u6218\uff1aExcel\u4e2d\u95f4\u683c\u5f0f\u4e0e\u5217\u6620\u5c04 - 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