MarketPulse breaks through the rigid monitoring mode of traditional financial terminals and realizes a configurable intelligent tracking system for investors. Through the US_MARKET_SYMBOLS configuration item in the config.py file, users can create a personalized stock watch list, and the system will prioritize the major news of related companies and mark the degree of urgency. The technical implementation contains three breakthroughs:
- Semantic association analysis to identify indirectly related affiliates in the news
- Influence weighting algorithm that predicts the potential range of news on stock price based on historical data
- Cross-market monitoring, supporting simultaneous tracking of U.S., Hong Kong and A-share listed companies
In actual application, users feedback that this function reduces the time for effective information screening by 82%. Typical cases show that investors who configure monitoring of Tesla (TSLA) and Apple (AAPL) can receive targeted analysis reports within 90 seconds after the release of Musk-related remarks, which is 7-8 minutes faster than that of the traditional financial APP. The system also supports dynamic adjustment of watch lists, which can take effect without restarting the service
This answer comes from the articleMarketPulse: a service that pushes AI analytics on financial news in real timeThe
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