Metaverse Stock Screening with Positive Returns and Repeated Limit-Ups

Summary

This note proposes screening stocks classified in the metaverse theme for positive returns and at least two limit-up events within 500 trading days. The described rationale treats repeated limit-ups as a sign of strong market interest, while the sector classification narrows the universe. Formula and Python examples are included, with the Python snippet counting daily rises above a threshold near 9.5%.

No historical backtest, return series, or comparison with a benchmark is supplied, so the screen's effectiveness is not demonstrated. The document cautions that limit-ups can reflect temporary themes or capital flows and may not indicate durable business value or trend persistence. Its formula snippet appears to compare recent closes rather than clearly count events across the full stated window, and limit-up thresholds can vary by listing rules. The author suggests adding financial and technical factors and adjusting conditions as market behavior changes.

Key ideas

• The proposed universe is metaverse-themed stocks with positive returns.
• Candidates must have at least two limit-up events within 500 trading days.
• The examples use a rise threshold around 9.5%, but the formula may not implement the full lookback count as described.
• Limit-ups can reflect short-lived attention or capital flows rather than lasting value.
• The document suggests supplementing the screen with financial and technical measures.

Tags

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