A Metaverse Stock Screen Using Prior Limit-Up Streaks and Opening Gaps

Summary

The article describes a China-focused stock-selection screen for the metaverse theme. It combines membership in the metaverse sector with an opening gain below 6% at 9:25 and a condition described as a three-limit-up streak on the previous day. It provides formula references and a Python example that obtains sector constituents and daily market data, then filters stocks using recent price-limit behavior and the opening price relative to a prior close. The example also includes market-capitalization and share-count conditions, so its implementation is not identical to the stated selection logic.

The article warns that the screen emphasizes short-term price action and market sentiment while overlooking company fundamentals and industry effects. It suggests adding valuation and financial-strength measures and adapting the rules to market conditions. It does not report backtest results, returns, transaction costs, or a clear validation of the code’s timing and streak calculations. The screen is therefore a rule-based selection example, not evidence of a proven strategy.

Key ideas

• The screen selects metaverse-sector stocks using an opening-gain ceiling and a prior limit-up condition.
• The article provides both formula references and a Python selection example.
• The Python example adds market-capitalization and share-count filters beyond the headline rules.
• The author cautions that price-based screening can overlook fundamentals and industry conditions.
• No performance results or transaction-cost analysis are provided.

Tags

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