Data streams are constantly streaming, presenting a unique challenge for data analysis. Traditional methods often struggle to manage the size and speed of incoming data. To effectively process data streams, we need innovative solutions. These tools must be able to capture data in real time, perform operations on the fly, and deliver actionable resu