Robot-Themed Small-Cap Stocks with High Amplitude and Two-Day Highs

Summary

This Chinese equity screening example combines four conditions: daily price amplitude above 1%, membership in a robotics concept group, circulating market value below 10 billion, and a current high that exceeds the previous day's high and is at least as high as the high from two days earlier. It presents the screen as a blend of price action, thematic classification, and company size, with sample indicator-formula and Python implementations.

The discussion warns that historical highs do not predict future direction, selected shares can still lose value, and relying on the robotics theme can narrow the opportunity set. Suggested improvements include adding moving averages or RSI, tailoring fundamental filters to industries, and using stop-loss controls. The post does not provide a backtest or evidence that the screen is profitable. Its code examples are references rather than a fully validated strategy, and the accompanying notes indicate that implementation may need adjustment.

Key ideas

• The screen selects stocks with daily amplitude above 1% and a robotics theme.
• It also limits circulating market value to below 10 billion and requires a high at the recent two-day peak.
• The document illustrates implementation with platform-specific formula logic and Python data processing.
• It cautions that historical price patterns and thematic labels do not guarantee future performance.
• It recommends adding technical filters and explicit risk controls, but gives no test results.

Tags

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