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Python Flask+Echarts霸王茶姬销量可视化

  • 2026-08-18 23:11:38
Python Flask+Echarts霸王茶姬销量可视化

Python Flask+Echarts霸王茶姬销量可视化📊

今天小编给大家带来一个“霸王茶姬销量数据分析可视化平台”，采用“前后端一体化”架构：Python Flask 作为后端服务，同时提供 REST API 并托管前端静态文件；前端通过 ECharts 渲染多维度销售图表。数据覆盖 15 座城市、8 款真实在售产品的 2025 全年销售记录，涵盖天气、季节、节假日、营销活动、会员占比等多个分析维度。

✅数据分析面试基本都会问到项目经历，正在学数据分析的朋友可以多做做这类练习，做完之后也能直接写到简历里，充实项目经验。

🏄‍♂️这个数据集是公开可获取的。用户分析类项目很通用，也是数据分析里最常见的类型，不管哪个行业的数据岗位，基本都会用到数据可视化相关内容，用来练手再合适不过了。

💡希望这份经过梳理的列表，能帮助你构建扎实的Python数据分析知识体系，在开发路上事半功倍。

同步视频源码文档给大家整理好了，有需要的小伙伴按以下步骤获取领取方式
1、点赞+在看
2、后台回复：数据分析
山西,3小时前,
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  1. CONNECT:[ UseTime:0.001120s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001986s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.034330s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.016007s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.001849s ]
  6. SELECT * FROM `set` [ RunTime:0.001432s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001548s ]
  8. SELECT * FROM `article` WHERE `id` = 508435 LIMIT 1 [ RunTime:0.067325s ]
  9. UPDATE `article` SET `lasttime` = 1787290562 WHERE `id` = 508435 [ RunTime:0.017368s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.072438s ]
  11. SELECT * FROM `article` WHERE `id` < 508435 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.004000s ]
  12. SELECT * FROM `article` WHERE `id` > 508435 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.003819s ]
  13. SELECT * FROM `article` WHERE `id` < 508435 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.002514s ]
  14. SELECT * FROM `article` WHERE `id` < 508435 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.024247s ]
  15. SELECT * FROM `article` WHERE `id` < 508435 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.071094s ]
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