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如何用 AiPy 自动整理 Excel 报表?3 步搞定(零代码)

  • 2026-11-04 18:21:41
如何用 AiPy 自动整理 Excel 报表?3 步搞定(零代码)
上面这张表,是我把一份 137 行的销售报表丢给 AiPy,等了大概 3 分钟后拿到的结果。日期齐了,产品名统一了,还多出来两张汇总表。全程我没写一行代码,就打了段话。下面说说怎么弄的。

先说结果

整理完的 Excel 里有 3 张表:

  • • 清洗后明细:121 行,日期全部变成 2026-09-09 这种格式,产品名也统一了,空行和重复行都没了;
  • • 产品汇总:5 个产品的销量和销售额;
  • • 月度汇总:7 月 72,121 元,8 月 66,299 元,9 月 95,931 元。9 月比 8 月多了 44.7%,这个数原来埋在表里根本看不出来。

再说原来那张表有多乱

拿到结果你可能觉得,原始表顶多是"有点乱"吧。不是的。

问题
实际情况
日期
一列里混着 4 种写法:2026-09-09、2026/09/07、25/07/2026、2026年07月04日,还有 8 行"合计"混在数据中间
产品名
"可口可乐"被写成 Coca Cola、可乐、coca-cola;"乐事薯片"写成 lays、乐事原味薯片……5 个产品写出了 20 种写法
脏数据
8 个空行、16 处区域没填、2 组重复记录
表头
"产 品名称"里还夹了个全角空格
这种表手动清,半小时打底,还容易改漏。AiPy 用了 3 步。

第 1 步:把需求说清楚

把 Excel 拖进 AiPy,然后像跟同事交代事情一样打一段话:

不用写公式,不用记 VBA,也不用懂 Python。把"要什么"说清楚就行。

第 2 步:等它自己干

AiPy 会先读一遍表格,看看问题出在哪,然后自己写清洗脚本跑起来——统一日期、合并产品名、删空行和重复项、重算金额,最后生成汇总表。

中间那步写代码你不用管,它自己会跑完。

第 3 步:拿结果

几分钟后文件就出来了,就是开头那张图。

最后

数据清洗这事,每个打工人都躲不掉,但也确实不值得花半天时间。你手头有没有那种"传了好几手"的混乱表?评论区说说,下次挑一个真实案例继续演示。

扫码加我,领取「Excel 清洗提示词模板」
基本 文件 流程 错误 SQL 调试
  1. 请求信息 : 2026-11-10 23:17:25 HTTP/1.1 GET : http://h.sjds.net/a/561260.html
  2. 运行时间 : 0.076259s [ 吞吐率:13.11req/s ] 内存消耗:4,303.55kb 文件加载:140
  3. 缓存信息 : 0 reads,0 writes
  4. 会话信息 : SESSION_ID=c1052ea3e4ba474a6311450a7b0e7a3b
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  1. CONNECT:[ UseTime:0.000456s ] mysql:host=172.18.0.4;port=3306;dbname=h_sjds;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000741s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000492s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000339s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000620s ]
  6. SELECT * FROM `set` [ RunTime:0.000299s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000627s ]
  8. SELECT * FROM `article` WHERE `id` = 561260 LIMIT 1 [ RunTime:0.000385s ]
  9. UPDATE `article` SET `lasttime` = 1794323845 WHERE `id` = 561260 [ RunTime:0.001099s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 65 LIMIT 1 [ RunTime:0.000314s ]
  11. SELECT * FROM `article` WHERE `id` < 561260 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000435s ]
  12. SELECT * FROM `article` WHERE `id` > 561260 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000380s ]
  13. SELECT * FROM `article` WHERE `id` < 561260 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.000517s ]
  14. SELECT * FROM `article` WHERE `id` < 561260 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.000477s ]
  15. SELECT * FROM `article` WHERE `id` < 561260 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.000639s ]
0.088998s