Metaverse Stock Screening by Positive Returns and Large-Order Net Flow

Summary

This Chinese equities screen narrows its universe to stocks classified in the metaverse sector, then looks for positive returns and high ranking by large-order net amount. The article presents the flow ranking as a way to identify potential buying interest. Its example implementation further checks recent positive price changes and excludes stocks below a stated trading-value threshold before sorting candidates by large-order flow relative to turnover.

The article warns that a sector-only universe can be narrow and that ranking by large-order flow alone neglects fundamentals and technical conditions. It suggests adding valuation, profitability, and moving-average measures, and considering whether ETF-heavy holdings distort the results. The screening concept is illustrated with formulas and sample code, but no out-of-sample evidence or strategy performance is supplied. The ranking definition, choice of cutoff, sector classification, and data availability all affect reproducibility and may limit the screen's usefulness across changing market conditions.

Key ideas

• The screen focuses on metaverse-sector stocks with positive returns and relatively high large-order net-flow rankings.
• The sample code adds recent positive price movement and a minimum trading-value filter.
• Large-order flow can be distorted by isolated activity and should not replace fundamental or technical analysis.
• The article suggests adding valuation and profitability measures and checking for ETF-related concentration.
• No backtest or performance evidence is provided, and ranking cutoffs remain user-defined.

Tags

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