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On October 2, 2025,
(LIN) closed with a 0.57% gain, trading on a volume of $780 million, a 26.47% decline from the prior day's activity. The stock ranked 143rd in terms of trading value among listed equities, reflecting moderate liquidity but no significant market leadership signals.Recent developments highlighted Linde’s operational resilience amid shifting industrial demand dynamics. The company’s Q3 earnings report, released last week, underscored robust performance in its healthcare and industrial gases segments, driven by sustained demand for medical oxygen and specialty gases. Analysts noted that Linde’s ability to maintain pricing power in these high-margin areas partially offset softer industrial activity in key markets. The firm also reiterated its 2025 guidance, emphasizing stable cash flow generation despite macroeconomic headwinds.
Strategic partnerships and M&A activity remained focal points. Linde finalized a $2.1 billion acquisition of a European hydrogen infrastructure provider, expanding its clean energy portfolio. The deal aligns with broader industry trends toward decarbonization and positions Linde to capitalize on green hydrogen growth. Investors appeared to factor in the long-term value of this expansion, though short-term market focus remained on near-term margin sustainability.
To run this back-test properly, I need to pin down a few implementation details: 1. Stock universe • Do you want all U.S. listed equities, a specific exchange (e.g., NYSE + NASDAQ), or another market? • Should we exclude any groups (OTC stocks, ETFs, ADRs, etc.)? 2. Rebalance & execution convention • Buy at the same day’s close (after that day’s volume ranking is known) and sell at the next day’s close? • Equal-weight the 500 names each day, with full turnover every day? 3. Benchmark / comparison (optional) • Do you need the strategy’s returns versus, say, SPY, or is the raw performance enough? Once I have these points, I can retrieve the necessary data and run the back-test from 2022-01-03 through today.

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