Data streams are constantly flowing, presenting a unique challenge for data analysis. Traditional approaches often struggle to keep up the amount and velocity of incoming data. To effectively interpret data streams, we need innovative solutions. These tools must be able to collect data in real time, perform calculations on the fly, and deliver acti