Stock Screening with Intraday Inflows and Institutional Buying Signals

Summary

This stock-selection approach combines price range, afternoon large-order net inflow, and an institutional accumulation signal. It then selects the qualifying stock with the highest price gain. The article frames range as a measure of volatility, afternoon inflow as a sign of money movement, and institutional accumulation as an indication of investor interest. It also provides formula examples and a Python sketch for screening stocks.

The article offers a rationale for the selected indicators but no performance results, validation method, or evidence that institutional activity predicts future returns. It acknowledges that institutional actions may be influenced by non-rational factors and that the screen omits important company financial measures. It suggests adding valuation measures such as price-to-earnings, price-to-book, or price-to-sales ratios, though it does not test those additions. The supplied implementation is illustrative and does not establish a complete, validated trading process.

Key ideas

• The screen combines a price-range threshold, afternoon large-order inflows, and institutional accumulation.
• Among qualifying stocks, it chooses the one with the highest price gain.
• The article interprets institutional accumulation as a possible sign of investor confidence but does not validate that interpretation.
• It notes that company fundamentals and financial measures are missing from the screen.
• The article suggests adding valuation measures, without reporting tested results.

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