Robot-Themed Small-Cap Screen Using Turnover and Prior-Day Leaderboard

Summary

This Chinese equity screen selects stocks associated with the robotics theme, with circulating market value below 10 billion yuan, turnover between 3% and 12%, and an appearance on the previous day's stock leaderboard. The article also gives formula-style and Python-style examples of combining those filters. It describes the market-value ceiling as below 100 billion in its explanation, which conflicts with the title's stated figure; the intended threshold should be checked before implementation.

The article's rationale is to focus on smaller robotics-related stocks with a specified level of trading activity and recent leaderboard attention. It warns that reliance on a single theme and market capitalization can miss broader market, company fundamental, and financial conditions, and that changes in theme popularity or circulating capital can undermine selection quality. It recommends incorporating more company and market measures, but does not define them. No backtest, returns, or evaluation of the screen is provided, so the conditions are a screening recipe rather than evidence of an effective strategy.

Key ideas

• The screen combines robotics-theme membership, turnover from 3% to 12%, prior-day leaderboard appearance, and a market-value cap.
• The article contains conflicting market-value limits: its title gives 10 billion yuan while the body states 100 billion.
• The selection relies on theme and trading conditions without detailed fundamental or financial checks.
• The author warns that shifts in theme popularity may reduce the usefulness of the screen.
• No backtest or performance evidence is reported.

Tags

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