Robot-Theme Stocks Screened by Turnover, Float Value, and Arc Shape

Summary

This proposed Chinese stock screen combines three conditions: turnover between 3% and 12%, membership in a robotics theme, and circulating market value below 10 billion yuan. It also selects for an arc-shaped price pattern, identified in the examples through a named chart-shape function. The article provides a formula example and Python code that sketches how to retrieve market data, identify robotics-related stocks, calculate a shape condition, and sort candidates by turnover.

The material describes a screening recipe rather than a tested trading strategy. It supplies no backtest results or evidence that the arc pattern predicts future performance. The examples also conflict: the Python filter uses turnover between 2% and 9%, unlike the stated 3%–12% range, and the shape calculation is not clearly validated as an arc detector. The article warns that chart shape alone omits valuation and other company characteristics, and recommends adding financial measures and adapting criteria to market conditions.

Key ideas

• The screen combines robotics-theme membership, a circulating-value cap, a turnover band, and an arc-shaped price pattern.
• The examples use a chart-shape function to identify the proposed arc pattern.
• The Python turnover limits differ from the stated screening range.
• No backtest or predictive evidence is supplied for the pattern or combined screen.
• The article recommends considering valuation and other company fundamentals alongside chart shape.

Tags

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