# TrendRadar - Trend Radar

A lightweight multi-platform trend monitoring tool that helps you track various trending topics and trend changes in real-time.

## 🚀 Core Features

### 📊 Multi-Platform Data Aggregation
- Integrated with newsnow project API for multiple mainstream platforms
- Real-time aggregation of trending topics and data
- Intelligent data cleaning, deduplication, and quality optimization
- Support for Chinese platforms like Weibo, Zhihu, Baidu hot trends tracking

### 🤖 AI-Powered Analysis
- AI-driven trend analysis engine
- Automatic identification and categorization of trending topics
- Trend prediction and development assessment
- Intelligent keyword extraction and topic summarization
- Heat score analysis and trend strength evaluation

### 📈 Data Visualization
- Intuitive trend charts and heatmap displays
- Multi-dimensional data analysis and cross-comparison
- Historical trend retrospection and prediction display
- Interactive data exploration interface
- Support for chart export and sharing

### 🔍 Real-Time Monitoring
- 7×24 continuous monitoring and data collection
- Real-time push notifications for important trend changes
- Customizable monitoring rules and keyword filtering
- Anomaly detection and alert mechanisms
- Batch monitoring task management

### 💾 Flexible Storage Architecture
- **Local Storage**: SQLite database, fully autonomous and controllable
- **Cloud Storage**: S3-compatible protocol support (Cloudflare R2, Alibaba Cloud OSS, Tencent Cloud COS, etc.)
- **Data Backup**: Automatic backup and recovery mechanisms
- **Storage Optimization**: Data compression and archival strategies

### 🔌 Multiple Deployment Options
- **Docker Deployment**: One-click containerized deployment, most stable and simple
- **GitHub Actions Deployment**: Cloud-based automated operation
- **MCP Client Support**: Integrated with Model Context Protocol

## 🎯 Use Cases

- **Market Research**: Track industry trends and competitive dynamics
- **Content Creation**: Discover trending topics and creative inspiration
- **Investment Analysis**: Monitor market sentiment and hot sectors
- **Reputation Monitoring**: Stay updated on brand and industry dynamics

## ⚡ Core Features

- **Lightweight Deployment**: Minimal resource footprint
- **High Usability**: Simple and intuitive interface
- **High Reliability**: Stable data acquisition and analysis
- **Scalability**: Multiple deployment options supported

## 🛠️ Tech Stack

- Python backend development
- SQLite/Cloud storage data management
- AI analysis engine
- RESTful API interface
- Docker containerization support

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**TrendRadar** - Making trend insights simple and efficient