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夜雨聆风 > > 办公文件 > 数据分析到底先学什么?Excel、SQL、Python、BI学习顺序全讲清

数据分析到底先学什么?Excel、SQL、Python、BI学习顺序全讲清

当前时间： 2026-08-06 06:35:09 分类：办公文件 评论(0)
数据分析到底先学什么?Excel、SQL、Python、BI学习顺序全讲清

数据分析并不是工具越多越好，而是要形成一条完整链路：先整理数据，再提取数据，然后提升处理效率，最后把分析结果清晰地呈现出来。

这篇文章就从 Excel、SQL、Python 和 BI 四个工具入手，把它们各自解决什么问题、应该按照什么顺序学习，以及每个阶段学到什么程度，一次讲清楚。

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  1. CONNECT:[ UseTime:0.000505s ] mysql:host=127.0.0.1;port=3306;dbname=wenku;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000733s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000260s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000266s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000472s ]
  6. SELECT * FROM `set` [ RunTime:0.000184s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000569s ]
  8. SELECT * FROM `article` WHERE `id` = 899701 LIMIT 1 [ RunTime:0.001380s ]
  9. UPDATE `article` SET `lasttime` = 1786101790 WHERE `id` = 899701 [ RunTime:0.003272s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.000218s ]
  11. SELECT * FROM `article` WHERE `id` < 899701 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000424s ]
  12. SELECT * FROM `article` WHERE `id` > 899701 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000348s ]
  13. SELECT * FROM `article` WHERE `id` < 899701 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.000691s ]
  14. SELECT * FROM `article` WHERE `id` < 899701 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.000587s ]
  15. SELECT * FROM `article` WHERE `id` < 899701 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.001892s ]
0.087583s