with growing concerns over licensing fees, vendor lock-in, and the need for greater control over data architecture, many companies are actively exploring Tableau alternatives. Specifically, the interest in an open source Tableau alternative is on the rise. This shift is driven by organizations seeking a more adaptable and affordable BI solution without sacrificing performance or analytical depth.