The study looked at how the Dhaka Stock Exchange behaved from 2000 to 2020. They used new and traditional methods to analyze the market. The results showed that the stock market in Dhaka has patterns that can be predicted in the short term. This means investors can make more money by understanding these patterns. The findings suggest that investors and fund managers can use this information to make better investment decisions. The study also recommends that regulators take action to make the market more efficient.