Data streams are constantly moving, presenting a unique problem for data analysis. Traditional techniques often struggle to handle the volume and velocity of incoming data. To effectively interpret data streams, we need innovative tools. These tools must be able to capture data in real time, perform operations on the fly, and present actionable fin