Screening Chinese Stocks by Daily Range and Metaverse Exposure

Summary

This community post proposes a stock screen that selects Chinese equities with a daily high-to-low range above one percent, dated to 2021, and classified as involved in the metaverse. The author treats a large daily range as a sign of elevated volatility and suggests that the metaverse theme may offer growth potential. The selection rule is presented in both a formula-style description and a Python example; the latter retrieves daily stock data and filters by range and calendar year, while leaving the metaverse classification to be supplied separately.

The post offers no backtest, portfolio construction rules, or performance evidence, so it does not establish that the screen earns returns. It notes that thematic stocks can be volatile and that near-term investment value is uncertain. Suggested refinements include combining the theme and range conditions with fundamental or technical indicators, comparing different time periods, and monitoring industry developments and regulation. The stated year restriction also makes this a historical screen rather than a current selection method.

Key ideas

• The proposed screen combines a daily range threshold, a historical year condition, and metaverse involvement.
• The example separates price-based filtering from the external classification of metaverse exposure.
• The post provides no empirical performance evidence for the selection rule.
• It identifies high volatility and uncertainty around the theme as risks.
• It suggests checking the screen across periods and alongside other indicators.

Tags

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