Screening Low-Priced Stocks with Positive MACD and Recent Limit-Ups

Summary

This Chinese equity screening proposal selects stocks with MACD above zero, a closing price below 12 yuan, and at least one limit-up event during the previous month. The article presents MACD as a technical filter and recent limit-up activity as a sign of market attention or sentiment. Its Python example also consults data on large and extra-large order activity, although the stated selection rule centers on MACD, price, and the recent limit-up condition.

The article cautions that limit-ups can result from company-specific news or policy events, so they may not reflect broad market expectations. It also notes that the screen may overlook fundamentals and suggests adding valuation, profitability, or other technical measures. Code examples and a conceptual rationale are provided, but no backtest, risk-adjusted performance, or evidence of predictive ability is reported. The strategy is framed as a short-term candidate filter, and its thresholds and data handling would need validation before use.

Key ideas

• The screen requires MACD above zero, a close below 12 yuan, and a limit-up event within the prior month.
• The example also uses order-flow-related data when assembling candidate stocks.
• A recent limit-up may reflect specific news or policy events rather than broad market sentiment.
• The screen may omit important company fundamentals and needs additional evaluation.
• The document supplies no performance results or backtest evidence.

Tags

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