戒酒的李白

readme updata

Showing 1 changed file with 30 additions and 3 deletions
1 -# Weibo_PublicOpinion_AnalysisSystem  
2 -一个前后端完备、使用了机器学习算法的微博舆情分析系统 1 +# Weibo Public Opinion Analysis System
  2 +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.
3 3
4 -**关键词**:深度学习、网络爬虫、前后端开发、NLP、transformers、Flask 4 +**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
  5 +
  6 +## Features
  7 +
  8 +- **Real-time Data Collection**: Scrapes and processes data from social platforms.
  9 +- **Data Cleaning & Processing**: Cleans and processes collected data for analysis.
  10 +- **Topic Classification**: Categorizes posts and comments into relevant topics using machine learning.
  11 +- **Sentiment Analysis**: Detects emotional tone (positive, neutral, or negative) in text.
  12 +- **Trend Prediction**: Predicts future trends in public opinion based on historical data.
  13 +
  14 +## Installation & Setup
  15 +
  16 +1. Install the necessary environment dependencies (optional):
  17 +
  18 + ```bash
  19 + conda install --file requirements.txt
  20 + ```
  21 +
  22 +2. Configure your MySQL database:
  23 +
  24 + - Run `createTables.sql` to set up the required tables.
  25 + - Modify the MySQL configuration in the program accordingly.
  26 +
  27 +3. Start the project with Flask:
  28 +
  29 + ```bash
  30 + python app.py
  31 + ```