Robot-Themed Small-Cap Stock Screening with Rising Price Lows

Summary

This Chinese stock screen combines daily amplitude above 1%, membership in a robotics concept group, and circulating market capitalization below 10 billion yuan with a requirement that price lows show a rising pattern. The article describes higher successive troughs as a possible sign that a decline is ending and a rebound may follow. It suggests judging the pattern from lows or another price indicator over a chosen period, with the latest peak higher than the prior one by a chosen threshold. Technical indicator formulas and Python examples are included, along with a heat-based ranking reference.

The author identifies subjectivity in defining a rising bottom and notes that technical signals alone omit company performance and policy or market risks. Suggested refinements include replacing the visual pattern with more objective indicators and adding valuation or industry measures. The article offers no backtest or performance evidence, and the example conditions do not establish that a rebound will occur.

Key ideas

• The screen selects robotics-themed stocks with amplitude above 1% and circulating market capitalization below 10 billion yuan.
• Its price-pattern condition looks for a later trough higher than an earlier trough within a chosen window.
• The article offers example formulas and code but no evidence from a backtest.
• The author notes that rising-bottom patterns can be subjective and technical analysis omits fundamentals.
• Suggested refinements include using more objective indicators and adding valuation or industry filters.

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