Introduction Understanding market trends and patterns is crucial for investors and traders seeking to maximize their returns. One important aspect of market analysis is recognizing seasonality and calendar effects, which refer to recurring patterns observed in the market based on the time of year, month, or day of the week. By identifying and capitalizing on these patterns, market participants can gain an edge and make more informed decisions. This article…