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夜雨聆风 > > 办公文件 > 数据大佬的Excel从来不做表!10个隐藏玩法,一次讲透:指标拆解、留存分析、漏斗转化、A/B测试,全网最全

数据大佬的Excel从来不做表!10个隐藏玩法,一次讲透:指标拆解、留存分析、漏斗转化、A/B测试,全网最全

当前时间： 2026-07-22 19:09:38 分类：办公文件 评论(0)
数据大佬的Excel从来不做表!10个隐藏玩法,一次讲透:指标拆解、留存分析、漏斗转化、A/B测试,全网最全

真正的数据分析，是需要根据不同的业务问题，选择相对应的分析方法，从数据当中进一步找到原因、差异、变化规律以及后续可以改进的方向。

  • 拆指标、找原因：指标拆解分析，对比分析，帕累托分析

  • 看关系、做分群：相关性分析，聚类分析，象限分析

  • 看用户、看过程：留存分析，漏斗分析，路径分析

  • 验证方案：A/B Test

相比单纯记住这些分析方法的名称，更加重要的是逐步建立起一套“先明确问题，再选择合适方法”的分析思维。

今天花了一上午时间整理了 Excel 数据分析过程当中比较常见的 10 大方法，并且分别说明它们主要解决什么问题、适合应用在哪些业务场景......

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  142. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/vendor/topthink/think-template/src/template/driver/File.php ( 2.41 KB )
  143. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/vendor/topthink/think-template/src/template/contract/DriverInterface.php ( 0.86 KB )
  144. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/runtime/temp/c935550e3e8a3a4c27dd94e439343fdf.php ( 31.50 KB )
  145. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/vendor/topthink/think-trace/src/Html.php ( 4.42 KB )
  1. CONNECT:[ UseTime:0.000540s ] mysql:host=127.0.0.1;port=3306;dbname=wenku;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000734s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.011124s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.023051s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000729s ]
  6. SELECT * FROM `set` [ RunTime:0.005392s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000636s ]
  8. SELECT * FROM `article` WHERE `id` = 868125 LIMIT 1 [ RunTime:0.021384s ]
  9. UPDATE `article` SET `lasttime` = 1784735565 WHERE `id` = 868125 [ RunTime:0.083048s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.024934s ]
  11. SELECT * FROM `article` WHERE `id` < 868125 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000957s ]
  12. SELECT * FROM `article` WHERE `id` > 868125 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.019479s ]
  13. SELECT * FROM `article` WHERE `id` < 868125 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.062819s ]
  14. SELECT * FROM `article` WHERE `id` < 868125 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.174323s ]
  15. SELECT * FROM `article` WHERE `id` < 868125 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.165126s ]
0.697480s