Screening Robot-Themed Small Caps by Turnover and Opening Price

Summary

The proposed screen selects Chinese stocks associated with the robotics theme, with circulating market value below 10 billion yuan and turnover within a stated 3%–12% band. It also requires the opening price to lie between the 10-day moving average and 3% above it, then sorts candidates by turnover. The article frames proximity to the moving average as a possible technical support and market-interest signal.

The document provides example screening logic and Python-style data-processing steps, but no evaluated portfolio, backtest, or evidence that the conditions predict returns. Its descriptions and examples conflict: the supplied code uses a different turnover interval from the stated one, and the code's market-value scale and data handling may not match the stated threshold. The screen also omits valuation, governance, and other company information. These inconsistencies and omissions mean the rules should be reconciled and validated against reliable, point-in-time data before use.

Key ideas

• The screen combines a robotics-theme classification, a small circulating market value, and a turnover band.
• It selects stocks whose opening price is above but close to the 10-day moving average.
• The article proposes sorting qualifying stocks by turnover, but supplies no return or backtest evidence.
• The stated turnover range conflicts with the example code, and other implementation details require checking.

Tags

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.