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Python+MySQL 实战:从零搭建蜜雪冰城门店数据分析大屏

  • 2026-08-18 23:10:39
Python+MySQL 实战:从零搭建蜜雪冰城门店数据分析大屏
很多人学 Python 和 MySQL 时，变量、查询语句、增删改查都能写，但一到完整项目就不知道该从哪里下手。数据怎么采集？数据库怎么设计？后端接口怎么开发？图表又该如何呈现？这些环节如果没有真正串起来，学到的知识很容易停留在零散代码层面。
这次我以“蜜雪冰城门店数据可视化分析”为案例，搭建了一套基于 Python+MySQL 的数据分析系统。
整个项目不只是把数据做成几张图，而是完整走通了“数据获取—清洗入库—接口开发—图表展示—结果分析”的流程。对于正在学习 Python、数据库或数据分析的人来说，这类实战项目比单独练习语法更有价值，也更接近真实工作中的项目开发方式。
对于数分面试的伙伴，项目是重中之重，一个好的项目可以大大提高通过率，所以整理了这篇项目资料给大家，希望对大家有所帮助~
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  1. CONNECT:[ UseTime:0.000783s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001310s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.040372s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000695s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.001682s ]
  6. SELECT * FROM `set` [ RunTime:0.007110s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001606s ]
  8. SELECT * FROM `article` WHERE `id` = 505248 LIMIT 1 [ RunTime:0.017889s ]
  9. UPDATE `article` SET `lasttime` = 1787329361 WHERE `id` = 505248 [ RunTime:0.004067s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.000836s ]
  11. SELECT * FROM `article` WHERE `id` < 505248 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.003908s ]
  12. SELECT * FROM `article` WHERE `id` > 505248 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.001136s ]
  13. SELECT * FROM `article` WHERE `id` < 505248 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.020756s ]
  14. SELECT * FROM `article` WHERE `id` < 505248 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.003098s ]
  15. SELECT * FROM `article` WHERE `id` < 505248 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.010090s ]
0.283450s