Screening Robotics Stocks by Turnover, Float Size, and Long-Term Trend

Summary

This document outlines a screen for main-board Chinese stocks associated with robotics. It selects stocks with turnover between 3% and 12%, circulating market capitalization below 10 billion yuan, and a previous closing price above its 250-day moving average. The article presents the moving-average condition as a way to favor stocks in an upward trend and supplies examples of a screening formula and a Python workflow.

The article explains that reliance on the 250-day average can miss changes in company fundamentals or become less informative when market conditions shift. It recommends considering valuation, dividends, and additional technical indicators. The document does not report a backtest, selected-stock performance, or evidence that the combination improves returns. Its Python example also applies a date range and data fields that may not align cleanly with the stated screening rule, so implementation details warrant verification before use.

Key ideas

• The screen requires robotics-concept membership, turnover in the stated range, and a circulating market value below the stated cap.
• It also requires the previous price to exceed the 250-day moving average.
• The long-term average is used as a trend filter, but the article cautions that it can lose relevance as conditions change.
• The article suggests adding valuation, dividend, and further technical criteria.
• No backtest or performance evidence is supplied, and the sample implementation should be checked against the stated rule.

Tags

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