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用AI做数据分析,Excel小白秒变数据科学家

  • 2026-05-11 11:27:48
用AI做数据分析,Excel小白秒变数据科学家
朋友老王做电商五年,VLOOKUP还得现查。上周他甩我一万行销售数据,让我看看哪儿出问题。我没空搭理他,让他自己扔AI。

过了半小时他回我一句:“草,这东西我没法接受。”

他就截了张Excel图发ChatGPT,问"哪个SKU下滑最狠,为什么"。

AI跑了段Python,把12个月趋势画出来了,还圈出仨退货率爆表的单品,顺带列了一版改进建议,让他重点查库存周转和竞品价格。

这活儿放两年前,得找分析师整两三天。

函数我是真学不会。SUMIFS查过不下八百遍还是记不住参数顺序,INDEX+MATCH每次得翻旧项目抄。我一直以为自己不是干这个的料。

现在这事儿不重要了。

你跟AI说"帮我按月拉销售,哪个月不对劲挑出来",它就给结果。或者"这两张表按客户ID拼,对不上的标红",也能干。

我认识的一个奶茶店店长,Excel水平停在求和。上个月她把三个月点单数据丢豆包,问了几个问题,发现周三下午销量最低。追原因,AI说可能跟隔壁瑜伽馆那天没课有关。

她一开始不信,特意在瑜伽馆门口守了两周,还真是。她老板去年花了小四万请咨询公司,咨询公司没看出这个。

做图我也烦很久。以前折腾半天配色,出来还是默认那种绿条柱状图,发给领导自己都觉得low。现在懒得手动调了。同事做品牌投放,跟AI说"城市ROI对比,柱状图,前三名标出来,别用刺眼的红",十秒出图,比她自己调好看。

后来她还试着追问"这图说明啥"。我本来以为是套话,她截给我看才知道,AI是真在分析。

AI用在清洗数据上才叫爽。

我们公司前阵子新进一个HR,接手一张八千多条的员工信息表。手机号一半带"+86",身份证号中间有空格,生日写法乱七八糟。他那两天下班跟我吐槽,说真想辞职。

我让他文件扔AI,加句"统一格式,手机号11位,生日转YYYY-MM-DD"。两分钟,表干净了。他请我吃了顿海底捞,点了虾滑。


💡 Excel小白要不要学函数?该学的还是会去学,不学也没事。关键不在这儿。

关键是你会不会问问题。

“这个月利润为啥降15%”,听着是废话,很多人就是想不起来问。

打开你最怕的那张Excel,扔给AI,问一个你一直想搞明白但没动手的事。

说不定你也会给我发一句"艹"。

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  138. /yingpanguazai/ssd/ssd1/www/h.sjds.net/vendor/topthink/think-template/src/template/contract/DriverInterface.php ( 0.86 KB )
  139. /yingpanguazai/ssd/ssd1/www/h.sjds.net/runtime/temp/ad153693ed39fba6d1bda2fe72512cde.php ( 12.06 KB )
  140. /yingpanguazai/ssd/ssd1/www/h.sjds.net/vendor/topthink/think-trace/src/Html.php ( 4.42 KB )
  1. CONNECT:[ UseTime:0.000578s ] mysql:host=127.0.0.1;port=3306;dbname=h_sjds;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000837s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000346s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000272s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000468s ]
  6. SELECT * FROM `set` [ RunTime:0.000192s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001314s ]
  8. SELECT * FROM `article` WHERE `id` = 504124 LIMIT 1 [ RunTime:0.000711s ]
  9. UPDATE `article` SET `lasttime` = 1779503994 WHERE `id` = 504124 [ RunTime:0.002904s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 65 LIMIT 1 [ RunTime:0.000280s ]
  11. SELECT * FROM `article` WHERE `id` < 504124 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000509s ]
  12. SELECT * FROM `article` WHERE `id` > 504124 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000445s ]
  13. SELECT * FROM `article` WHERE `id` < 504124 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.001523s ]
  14. SELECT * FROM `article` WHERE `id` < 504124 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.000838s ]
  15. SELECT * FROM `article` WHERE `id` < 504124 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.001671s ]
0.078807s