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On October 8, 2025,
(NET) closed with a 1.20% gain, trading on $430 million in volume that ranked it 265th among U.S. equities by dollar turnover. The stock’s performance followed mixed signals from its cybersecurity and cloud infrastructure segments, with recent client acquisition data showing uneven regional adoption rates. Analysts noted that while enterprise contract renewals hit a quarterly high, retail customer attrition in North America offset some growth momentum.Back-test parameters for evaluating trading strategies remain subject to critical implementation choices. Key variables include universe scope (S&P 500 vs. broad U.S. stocks), volume ranking methodology (share count vs. dollar value), and position sizing frameworks (equal-weight vs. cash allocation). Transaction cost assumptions—particularly commission and slippage rates—will significantly shape historical performance outcomes between 2022 and the present.
To generate an accurate back-test, define: 1) universe composition; 2) volume ranking criteria; 3) entry/exit timing (close-to-close or close-to-open); 4) position allocation rules; and 5) friction modeling. Specify these parameters or confirm default settings for the 2022-2025 evaluation period.

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