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On September 17, 2025, Royal Dutch
(SHEL) closed down 1.27% with a trading volume of $470 million, ranking 250th in market activity. The decline followed mixed signals from energy sector dynamics and corporate strategy developments.Recent reports highlighted Shell’s strategic pivot toward renewable energy, with announced investments in hydrogen infrastructure and offshore wind projects. Analysts noted the shift could alter investor sentiment as the company balances traditional oil exploration with green energy commitments. Concurrently, global oil price volatility due to OPEC+ production adjustments created uncertainty, pressuring energy stock valuations across the board.
Internal restructuring efforts were also emphasized, including workforce optimization programs and cost-cutting measures aimed at improving operational efficiency. While these steps align with broader industry trends, market participants remain cautious about short-term earnings implications. The company’s recent earnings guidance, which maintained 2025 production targets despite supply chain disruptions, drew mixed reactions from traders.
To run this back-test accurately we need to define a few practical details that aren’t yet specified: Trading
– Which market(s) should we scan each day for the “top-500-by-volume” list – e.g., all primary-listed U.S. stocks (NYSE + NASDAQ), only S&P 500 constituents, or another universe? Portfolio construction – Do we buy all 500 names in equal-weight each day (i.e., rebalance daily), or allocate capital in some other way (e.g., volume-weighted)? Transaction costs / slippage assumptions (if any). Benchmark (if you’d like one for comparison). The back-testing tools available to us here currently operate on a single-ticker basis, so to replicate a 500-stock rotating portfolio we would need to script a custom routine that loops through the universe and aggregates the daily P&L. I can do that, but I’ll first need clarity on the above items to set it up properly. Please let me know your preferences and I’ll proceed with the back-test.
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