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Screening Chinese Beverage and Alcohol Stocks with Turnover and Auction Flow

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Summary

This note outlines a stock screen for beverage and alcohol related companies. It combines turnover between 3% and 12% with an industry classification and measures of buying by large or extra-large orders during the opening auction. The stated rule uses an aggregate order-buying threshold, while formula and Python examples translate the idea into sector, turnover, and money-flow filters.

The document offers a rationale that turnover may identify active but relatively restrained trading, while large-order activity may indicate notable buying interest. It provides implementation examples, but no historical test, performance results, or trading-cost analysis. The examples do not map perfectly onto each other: one uses auction price and volume conditions, while the Python version combines daily money-flow totals and trade records. The author notes that the screen omits company quality and relies heavily on a single flow signal; fundamental and technical measures are suggested as possible additions, without evidence that they improve results.

Key ideas

  • The screen targets beverage and alcohol related equities with turnover between 3% and 12%.\nIt adds large and extra-large order buying during the auction as a selection signal.\nThe examples combine sector membership, turnover, and trading-flow data in different ways.\nNo backtest or performance evidence is presented, and the note flags omitted fundamentals and signal concentration.

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