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Caterpillar Inc. (CAT) rose 1.48% on October 3, 2025, with a trading volume of $1.50 billion, ranking 57th in volume among U.S. equities. The stock’s performance reflected broader market dynamics and sector-specific factors, though no direct company-specific news directly influenced the move. Analysts noted the price action aligned with pre-existing momentum in heavy machinery and construction equipment sectors.
The stock’s trajectory was indirectly linked to macroeconomic signals, including renewed investor confidence in cyclical industries following recent stabilization in global commodity markets. While no immediate corporate announcements or earnings reports were cited as catalysts, technical indicators showed increased short-term buying pressure, as evidenced by the elevated volume relative to its 30-day average.
For a precise back-test replication, the following parameters require clarification: 1. **Stock universe**: Should the test include all U.S.-listed equities (~5,000) or focus on narrower indices like the Russell 3000/S&P 500? 2. **Ranking source & timing**: Use intraday volume for same-day rankings (requiring real-time data) or prior-day volume (standard practice)? 3. **Execution price**: Purchase at the next day’s open and sell at close, or buy at today’s close and sell at tomorrow’s close? 4. **Weighting scheme**: Equal-weighted across 500 stocks daily, or dollar-volume-weighted? 5. **Benchmark**: Compare against SPY, an equal-weighted index, or another reference? Our current system processes single instruments, so replicating a 500-stock basket would require portfolio-level scripting. Please confirm these parameters to initiate the back-test.

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