Seasonal Patterns in Stocks: AI Analysis of Calendar Effects and Monthly Anomalies

Seasonal patterns in stock returns have persisted for decades.

Monthly Return Patterns

Historical data shows distinct monthly return profiles.

Sector-Specific Seasonality

Retail stocks rally before holidays, energy peaks in winter, and agriculture follows planting cycles.