Screening Robotics Stocks by Turnover, Size, and Profit Growth

Summary

This stock-selection approach screens for companies associated with robotics, with turnover between 3% and 12%, floating market capitalization below 10 billion yuan, and year-over-year growth in net profit attributable to parent-company shareholders above 20% and no more than 100%. The document frames the profit-growth band as a way to find relatively fast-growing firms while avoiding an unrestricted growth filter. It provides examples of translating the screen into a market-data query and a Python workflow, then sorting qualifying names by profit growth.

The article gives no backtest results or evidence that the criteria produce excess returns. It cautions that the screen omits other fundamentals and relies on accurate financial statements, suggesting additional checks such as revenue, gross profit, and operating cash flow. The code examples also depend on data fields and services that may need adjustment; the document does not specify transaction costs, rebalance timing, or portfolio risk controls.

Key ideas

• The screen combines robotics exposure, turnover, floating market capitalization, and parent-company net-profit growth.
• The profit-growth filter is above 20% and at most 100% year over year.
• The example workflow filters stocks, joins financial data, and ranks candidates by profit growth.
• The article provides no performance evidence and notes that other fundamentals and data quality need review.
• The screen does not define execution, rebalancing, or portfolio risk rules.

Tags

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