shortlist
Python stock screener: ranks your ticker list on quality, moat, growth, value, momentum and insider activity using free SEC EDGAR, Yahoo Finance, FMP and Finnhub data. Sector-aware and backtested, with a Telegram bot and Claude-written 10-K briefs.
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Per-day rates divide a measured star count by the days it covers: the interval between two snapshots for Rising fastest, the age of the repository for New and fast. They are not fixed 24-hour changes, and stars show interest, not quality.