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On October 9, 2025, The stock traded with a volume of $0.44 billion, ranking 251st in market activity. William M. (WMB) declined by 0.63%, signaling a mixed performance in the broader market.
Recent developments highlight regulatory scrutiny over corporate governance practices, with investigations into executive compensation structures. Analysts suggest this could pressure short-term sentiment, though long-term fundamentals remain stable. A separate report noted supply chain adjustments in key manufacturing hubs, which may influence operational efficiency metrics in upcoming quarterly reports.
Technical indicators show the stock hovering near critical support levels established over the past quarter. Trading volume has remained below average for three consecutive sessions, suggesting limited directional conviction among market participants. Market observers emphasize the importance of upcoming earnings releases and capital allocation decisions in shaping near-term trajectories.
To run this back-test rigorously I need a few extra details and one quick confirmation: 1. Universe • Which stock universe should the "top-500-by-volume" be selected from each day? – All U.S. listed stocks (≈ 8 000 tickers) – S&P 500 constituents only – Another list? 2. Transaction price • Open price of the next trading day (standard approach), or the same-day close? 3. Transaction cost assumptions (bid/ask spread, commission), if any. 4. Our current back-test engine evaluates one ticker or a pre-defined basket, not a dynamically re-formed 500-stock portfolio. • I can approximate the strategy by creating a daily equal-weight portfolio of the selected 500 stocks and computing its return series, then feed that aggregate P&L into the engine. • Alternatively, we can narrow the scope (e.g., analyze S&P 500 ETF or a fixed list of tickers). Please let me know your preferred universe, price-execution rule, and whether the simplified aggregate-portfolio approach is acceptable. Once confirmed, I'll proceed with the data pulls and back-test.

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