当前位置：首页>python>python flask pandas+echarts+pytorch2+基于BERT大模型训练微调)训练微博舆情分析可视化系统(爬虫)源码+文档+使用说明

python flask pandas+echarts+pytorch2+基于BERT大模型训练微调)训练微博舆情分析可视化系统(爬虫)源码+文档+使用说明

  • 2026-07-03 11:44:45
python flask pandas+echarts+pytorch2+基于BERT大模型训练微调)训练微博舆情分析可视化系统(爬虫)源码+文档+使用说明

需要源码的点击阅读原文获取，源码非免费

#功能介绍

登陆注册退出

首页

舆情分析

  微博热词统计

  微博舆情分析

数据可视化

  微博文章分析

  微博ip分析

  微博评论分析

  微博舆情分析

词云图

微博内容词云图

微博评论词云图

微博评论用户词云图

## 运行配置

# 系统信息

开发环境   Python 3.11 + flask + MySQL 8

运行环境    flask + MySQL8.0

开发技术    flask+ echarts

# 系统效果图

需要源码的点击阅读原文获取，源码非免费

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  1. CONNECT:[ UseTime:0.000435s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000526s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000809s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000267s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000501s ]
  6. SELECT * FROM `set` [ RunTime:0.000203s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000544s ]
  8. SELECT * FROM `article` WHERE `id` = 503206 LIMIT 1 [ RunTime:0.005924s ]
  9. UPDATE `article` SET `lasttime` = 1783059354 WHERE `id` = 503206 [ RunTime:0.000663s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.000233s ]
  11. SELECT * FROM `article` WHERE `id` < 503206 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000552s ]
  12. SELECT * FROM `article` WHERE `id` > 503206 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.003402s ]
  13. SELECT * FROM `article` WHERE `id` < 503206 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.007923s ]
  14. SELECT * FROM `article` WHERE `id` < 503206 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.047748s ]
  15. SELECT * FROM `article` WHERE `id` < 503206 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.019261s ]
0.162641s