Stock Screening with Intraday MACD Contraction and Market Attention

Summary

The proposed stock screen combines an amplitude threshold with a 15-minute MACD histogram that is negative but becoming less negative, then ranks candidates by market attention. The document presents this as a way to find more volatile stocks with a possible change in direction and greater market interest. It gives example indicator conditions and a Python-style workflow for filtering and sorting stock data.

The article cautions that technical signals and popularity alone omit broader market conditions and company fundamentals, and that ranking by attention may encourage chasing prices or poor entry timing. It suggests combining technical and fundamental measures and adding trading or liquidity constraints. The examples are not accompanied by backtest results, and the code’s data fields and implementation are not validated in the text; readers should verify that the measures match the stated screening rules before use.

Key ideas

• The screen looks for stocks above an amplitude threshold and a contracting negative MACD histogram on a 15-minute interval.
• Candidates are ranked by market attention, which the document associates with market interest and trading activity.
• The article warns that technical signals and popularity omit fundamentals and market conditions.
• Popularity ranking can encourage chasing prices and mistimed entries.
• The examples provide no performance evidence, and their implementation should be checked against the stated rules.

Tags

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