Screening Robot-Themed Small Caps by Turnover, Volume, and Opening Gap

Summary

This Chinese-language stock screen combines a 3% to 12% turnover range with robot-industry membership, float market value below 10 billion yuan, trading volume above 10,000 lots, and a positive opening gap. The article describes ranking qualifying names by popularity and provides illustrative formula and Python screening examples using daily stock data and concept membership.

The source frames turnover, volume, and a higher open as activity and price-direction filters, but supplies no backtest, realized returns, or evidence that these conditions predict gains. It warns that leaning heavily on volume and the opening move can miss financial and business quality, and suggests adding valuation, profitability, and other company measures. The examples use a specific platform and data provider; they illustrate screening mechanics rather than a fully specified trading system, and the threshold implementation varies across the examples.

Key ideas

• The screen targets robot-themed shares with specified turnover and float-value limits.
• It further filters for substantial daily volume and an opening price above the prior close.
• Qualifying shares may be ordered by a popularity measure.
• The document gives code examples but no evidence of profitability or robustness.
• The author recommends considering company fundamentals alongside trading activity.

Tags

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