Data streams are constantly flowing, presenting a unique challenge for data analysis. Traditional techniques often struggle to handle the amount and speed of incoming data. To effectively interpret data streams, we need innovative solutions. These tools must be able to capture data in real time, perform computations on the fly, and present actionab