Robot-Theme Small-Cap Stocks with Expanding Moving Averages

Summary

This note proposes screening Chinese stocks associated with robotics for a daily price range above 1%, circulating market value below 10 billion yuan, and upward movement in moving-average measures. It presents the combination as a way to find smaller thematic companies with rising price behavior. The document includes a formula-style illustration and a Python outline, but these describe the moving-average condition differently: one compares recent closes, while the other uses a relationship between price and moving averages.

The author identifies sensitivity to indicator definitions, neglect of company and industry fundamentals, and broad market declines as risks. Suggested improvements include adding financial and valuation measures, refining the filters, and applying risk controls. The examples are illustrative and do not establish precise, consistent implementation. There is no backtest, benchmark comparison, or evidence that the selected stocks outperform, so the screen should be viewed as a hypothesis for further testing rather than a validated strategy.

Key ideas

• The screen combines a robotics theme, daily range above 1%, and circulating market value below 10 billion yuan.
• It adds an upward moving-average or price-trend condition.
• The formula example and Python outline use different definitions of that condition.
• Technical filters can miss changes in fundamentals and broader market risk.
• The note provides no backtest or evidence of profitability.

Tags

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