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# 微博舆情分析系统
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[English document](./README.md) | [中文文档](#)
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本项目是一个**社交网络舆情分析系统**,旨在通过微博等社交媒体平台的数据,进行舆情的监测、分析和预测。
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**关键词**:深度学习,网页抓取,全栈开发,自然语言处理(NLP),Transformers,Flask,情感分析,主题分类,数据可视化,实时监测,机器学习
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## 功能特点
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- **实时数据采集**:从社交平台抓取并处理数据。
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- **数据清洗与处理**:对收集到的数据进行清洗和处理,以便进行分析。
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- **主题分类**:使用机器学习将帖子和评论分类到相关主题。
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- **情感分析**:检测文本中的情感倾向(正面、中立或负面)。
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- **趋势预测**:基于历史数据预测未来舆情趋势。
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## 安装与设置
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1. 安装必要的环境依赖(可选):
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```bash
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conda install --file requirements.txt
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```
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2. 配置您的 MySQL 数据库:
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- 运行 `createTables.sql` 来设置所需的表。
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- 在程序中修改 MySQL 的相关配置。
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3. 使用 Flask 启动项目:
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```bash
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python app.py
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```
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# Weibo Public Opinion Analysis System
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# Weibo Public Opinion Analysis System
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[English document](#) | [中文文档](./README-CN.md)
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This project is a **Social Network Public Opinion Analysis System** designed for monitoring, analyzing, and predicting public opinion trends using data from social media platforms such as Weibo.
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This project is a **Social Network Public Opinion Analysis System** designed for monitoring, analyzing, and predicting public opinion trends using data from social media platforms such as Weibo.
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**Keywords**: Deep Learning, Web Scraping, Full-Stack Development, Natural Language Processing (NLP), Transformers, Flask, Sentiment Analysis, Topic Classification, Data Visualization, Real-time Monitoring, Machine Learning
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**Keywords**: Deep Learning, Web Scraping, Full-Stack Development, Natural Language Processing (NLP), Transformers, Flask, Sentiment Analysis, Topic Classification, Data Visualization, Real-time Monitoring, Machine Learning
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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佛祖保佑 代码永无BUG
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-->
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{% extends 'base_page.html' %}
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{% extends 'base_page.html' %}
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