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On October 6, 2025,
(CVE) surged 2.89% with a trading volume of $0.60 billion, ranking 201st in market activity. The stock's performance followed a strategic update highlighting operational efficiency gains and capital allocation priorities. Management emphasized a disciplined approach to asset optimization, which analysts noted could enhance long-term shareholder value. The move aligns with broader industry trends toward cost rationalization amid fluctuating commodity prices.Recent developments include the company's announcement of a revised production guidance framework, targeting a 10% reduction in per-barrel operating costs by year-end. This follows a comprehensive review of its Canadian oil sands operations, where incremental automation investments are expected to stabilize output without compromising safety metrics. The update was well-received by institutional investors, who viewed the adjustments as a proactive response to near-term market volatility.
To run this back-test accurately I need to confirm a few practical details: 1. Market universe • Do you want all U.S. listed common stocks (NYSE + NASDAQ + NYSE-Arca) as the eligible pool? • Or a different universe (e.g., constituents of the Russell 3000, S&P 500, a specific country/region, etc.)? 2. Price and execution convention • Buy at today’s close and sell at tomorrow’s close (typical daily-rebalance convention)? • Or buy at tomorrow’s open and sell at tomorrow’s close? • Equal-weight each of the 500 names every day? 3. Transaction costs • Should we incorporate a per-trade cost or bid/ask spread assumption? • If none is specified I will default to zero transaction costs. Once these points are settled I can retrieve the necessary data and run the back-test from 2022-01-01 to the present.

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