Screening Chinese Robot Stocks by Turnover, Float Value, and Uptrend

Summary

This stock screen combines a daily turnover range of 3% to 12%, membership in the robot concept group, a circulating market value below 10 billion yuan, and a condition intended to identify an emerging primary uptrend. The suggested trend condition compares opening prices at several earlier offsets, requiring them to rise in sequence. The article also sketches a Python workflow using Tushare data and a candlestick pattern function to filter candidates.

The rationale is that turnover may help constrain activity, the concept and size filters narrow the universe, and the trend condition seeks stocks already gaining strength. No performance data or empirical validation is provided, and the code does not clearly implement every stated condition consistently. The author notes that liquidity and macroeconomic shifts can undermine the screen, and suggests considering other technical signals, capital flows, and company fundamentals before relying on it.

Key ideas

• The screen selects robot-themed stocks with turnover between 3% and 12% and circulating market value below 10 billion yuan.
• It adds a price-sequence condition intended to identify the start of a stronger upward trend.
• The article provides an implementation outline using Tushare data and a candlestick pattern indicator.
• The method is not supported by reported backtest results and may be affected by liquidity and macroeconomic changes.

Tags

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