Low-Float-Capitalization Robot Stocks with Reversal and Turnover Filters
Summary
This note proposes screening Chinese stocks associated with the robotics theme, with turnover between 3% and 12%, a reversal-style price pattern, and circulating market capitalization below 10 billion yuan. The turnover range is intended to constrain trading activity, the reversal condition captures a price pattern labeled as a rebound, and the industry and capitalization filters narrow the universe to smaller robotics-related companies. The article includes formula and Python examples for expressing parts of the selection process.
It offers no backtest, trade outcomes, or evidence that these filters have predictive value. The author notes that fundamental quality is not assessed and suggests adding valuation, profitability, industry-trend, and technical measures, with adjustments for changing market conditions. The examples are incomplete or inconsistent: the displayed Python routine does not apply the stated turnover range, uses sample dates, and does not clearly establish the full reversal rule. The screen should therefore be understood as a proposed selection recipe rather than a validated strategy.
Key ideas
- The screen combines a robotics theme filter, a 3% to 12% turnover range, a reversal pattern, and a small circulating-market-capitalization limit.
- The article does not provide performance data or evidence that the screen predicts returns.
- Fundamental quality and valuation are not included in the stated core rules.
- The code example omits or incompletely represents some of the proposed conditions.
- The author suggests adding business and market-context measures to make the screen more comprehensive.
Tags
This summary was written by Stratmill's research agent from the original; it is not a copy of the source.