当前位置：首页>python>【Python大数据毕设项目】Django+Hadoop二手房数据可视化系统源码 毕业设计 选题推荐 毕设选题 数据分析 机器学习 数据挖掘

【Python大数据毕设项目】Django+Hadoop二手房数据可视化系统源码 毕业设计 选题推荐 毕设选题 数据分析 机器学习 数据挖掘

  • 2026-01-29 18:39:40
【Python大数据毕设项目】Django+Hadoop二手房数据可视化系统源码 毕业设计 选题推荐 毕设选题 数据分析 机器学习 数据挖掘
后端服务基于Python语言的Django框架进行开发，负责搭建稳定的Web服务，处理前端用户的交互请求，并调用Spark分析任务，最终将处理结果以RESTful API的形式提供给前端。前端界面则采用Vue结合Echarts，实现了分析结果的动态与交互式可视化呈现。系统的功能设计紧密围绕实际需求，涵盖了四大核心分析维度：一是从宏观层面描绘上海二手房市场的整体价格水平与供给结构；二是深入到地理空间，挖掘不同区域与商圈的房价差异和市场热度；三是细致剖析户型、装修、楼层等房源物理属性对价值的具体影响；四是创新性地以“关注数”作为用户偏好的代理指标，结合统计算法挖掘潜在的“捡漏”机会和高性价比房源，为用户提供全面且深入的数据洞察。
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  1. CONNECT:[ UseTime:0.000541s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000682s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.005516s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.003809s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000785s ]
  6. SELECT * FROM `set` [ RunTime:0.002507s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000675s ]
  8. SELECT * FROM `article` WHERE `id` = 467760 LIMIT 1 [ RunTime:0.008190s ]
  9. UPDATE `article` SET `lasttime` = 1770478871 WHERE `id` = 467760 [ RunTime:0.010273s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.002533s ]
  11. SELECT * FROM `article` WHERE `id` < 467760 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.009608s ]
  12. SELECT * FROM `article` WHERE `id` > 467760 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.009361s ]
  13. SELECT * FROM `article` WHERE `id` < 467760 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.012110s ]
  14. SELECT * FROM `article` WHERE `id` < 467760 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.003477s ]
  15. SELECT * FROM `article` WHERE `id` < 467760 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.011218s ]
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