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On Sept. 25, 2025, First Majestic Silver Co. (AG) surged 2.28% while trading volume hit $310 million, a 46.73% increase from the previous day, ranking it 367th in overall market activity. The stock's performance followed a strategic shift in its silver production plan, with management confirming a 20% reduction in exploration spending to prioritize cash flow preservation. A separate regulatory filing revealed updated reserve estimates at its San Jose mine, showing a 12% increase in measured resources but a 7% decline in indicated reserves due to lower-grade ore in newly surveyed areas.
Analysts noted the volume spike aligned with renewed institutional interest after the company's Q2 production report showed a 9% sequential rise in silver output. The reserve disclosure, while positive for measured resources, introduced technical complexity in valuation models as indicated reserves—critical for mine life projections—contracted. Short-term traders appeared to capitalize on the mixed signals, with options data showing increased call volume in the 25-27 strike range for October expiration.
To run this back-test accurately we need to pin down three practical details: 1. Stock universe • “All U.S. common stocks” would require several thousand tickers. • If you have a specific universe in mind (e.g. S&P 500 constituents, Russell 3000, NYSE + NASDAQ common stocks, etc.) please let me know—otherwise I’ll suggest a representative universe we can process reliably. 2. Pricing convention • Buy at today’s close, sell at tomorrow’s close (close-to-close) – simplest and most common. • Buy at tomorrow’s open, sell at tomorrow’s close (open-to-close) – reduces overnight gap risk. If you don’t have a preference I’ll default to close-to-close prices. 3. Data source for daily volumes • Once the universe is set, I’ll pull each stock’s daily trading volume, rank them every day, generate the buy/sell signals, and feed those signals into the back-test engine.

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