Screening Robot-Themed Chinese Stocks by Turnover and Float Value

Summary

This post proposes screening Chinese equities associated with the robotics concept using turnover between 3% and 12% and circulating market value between 5 billion and 10 billion yuan. The stated rationale is to combine a measure of trading activity with a size range and exposure to a sector viewed as having growth potential. Formula and Python examples are included, though the Python example does not implement the stated turnover filter and uses grouped circulating-value checks.

The author cautions that the robotics label can include companies only indirectly related to the industry, so the concept alone does not establish business quality or prospects. Suggested further review includes research spending, product sales, and technological dependence. No backtest, returns, or empirical evidence is provided, and the post recommends broader company and industry analysis before treating the screen as an investment decision.

Key ideas

• The screen selects robotics-themed stocks with turnover from 3% to 12% and circulating value from 5 billion to 10 billion yuan.
• The post frames turnover as a market-activity measure and the sector label as a growth-related filter.
• The robotics concept may include firms with only indirect industry exposure.
• The Python example omits the described turnover condition.
• The post gives no backtest or performance evidence and recommends fundamental research.

Tags

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