Automated Real-Time Stock Analysis Using Python and Excel

2025-11-16 03:00

A new automated system for stock analysis integrates data from Finviz and TradingView, providing nearly real-time dashboards with a 10-15 second delay. The process involves extracting full data from these platforms after market close, which is then transformed and enriched using Python. This includes scraping additional data from Yahoo and Zacks, resulting in a comprehensive dataset of daily and weekly analyses. The system processes historical price data for over 2,500 stocks valued at $1 billion or more, taking approximately 90 minutes. During market hours, intraday data is continuously downloaded and analyzed in Excel, generating dynamic dashboards for users.

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