China Metaverse Stock Screen Using Recent Limit-Ups and Auction Volume

Summary

This proposed short-term screen selects stocks in China’s metaverse sector that had at least one limit-up day within the prior 25 days. It also requires the product of the previous day’s turnover rate and the ratio of current auction volume to the prior day’s volume to fall between 0.5 and 2. The post includes Python-style selection logic and describes the screen as a way to combine recent price strength with trading activity.

The author frames it as a fast-turnover strategy and suggests adding chart patterns, technical indicators, or fundamental information, while checking liquidity and broader market direction. The post warns that volume measures can be distorted and that low liquidity may make signals unreliable. It provides no backtest results, dates for a performance sample, transaction-cost assumptions, or evidence that the thresholds improve returns. Its code’s use of a shifted auction-to-volume ratio also makes careful verification of the intended timing important before implementation.

Key ideas

• The screen focuses on metaverse-sector stocks with a limit-up event during the preceding 25 days.
• It filters candidates using prior turnover multiplied by an auction-volume-to-prior-volume ratio, bounded between 0.5 and 2.
• The post supplies sample selection logic but no measured strategy performance.
• It flags distorted volume readings, weak liquidity, and reliance on volume alone as risks.
• The code's shifted ratio warrants checking that its timing matches the written rule.

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