Screening Stocks with Positive MACD and Afternoon Large-Order Inflows

Summary

The document outlines a daily Chinese stock screen taken at 14:00. It retains stocks with MACD above its zero line, positive afternoon large-order net inflow and positive popularity, then sorts candidates by popularity from highest to lowest. It gives the standard exponential moving average construction for MACD and a Python-style example for calculating the indicator, filtering candidates and sorting them.

The article argues that MACD can represent trend, popularity can reflect attention, and large-order flow can indicate capital activity. It cautions that these signals may overlook fundamentals and longer-term conditions, that large orders may not represent genuine buying intent, and that highly popular stocks can carry speculation risk. The document gives no backtest, defined entry or exit rules, or performance results. Its screening logic is therefore an illustrative candidate-selection idea, with data definitions and implementation details that would need verification before evaluation.

Key ideas

• The screen requires MACD above zero, positive popularity and positive afternoon large-order net inflow.
• Candidates are ranked by popularity at the stated afternoon selection time.
• The document defines MACD using fast and slow exponential averages and a signal average.
• Large-order flow and popularity can be misleading and do not replace fundamental analysis.
• No performance evidence or complete trading rules are provided.

Tags

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