Data streams are constantly streaming, presenting a unique problem for data analysis. Traditional methods often struggle to manage the size and speed of incoming data. To effectively analyze data streams, we need novel technologies. These tools must be able to capture data in real time, execute operations on the fly, and present actionable insights