Metaverse Stock Screening by Volume Ratio and Prior Limit-Up Exclusion

Summary

This stock-selection rule narrows the universe to companies classified in the metaverse industry, keeps stocks with a volume ratio above 1.5 and below 6, and excludes stocks that hit the daily price limit the previous day. The article frames removal of recent limit-up stocks as a modest risk-control choice, while emphasizing that the screen still prioritizes short-term trading activity. It includes example query and Python snippets, though the latter describes a recent-tick filter whose match to the stated prior-day exclusion is unclear.

The author notes that the method does not account for fundamentals or valuation and that removing prior limit-up stocks cannot eliminate the risks of chasing activity. Suggested extensions include adding fundamental, capital-flow, or sentiment measures. The document reports no backtest, sample period, or outcome data, so it offers a screening recipe rather than evidence that the conditions predict returns. Its thresholds and market classification are specific to the described Chinese equity context and would need validation before use elsewhere.

Key ideas

• The screen targets metaverse stocks with volume ratios between 1.5 and 6.
• It excludes stocks that reached the daily price limit on the prior day.
• The approach emphasizes short-term trading activity and omits fundamental and valuation inputs.
• The code example’s recent-tick filter may not implement the stated prior-day exclusion exactly.
• The document offers no performance evidence for the screening rule.

Tags

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