In today's data-rich environment, businesses are constantly seeking innovative ways to derive valuable knowledge from complex datasets. Interactive visualization has emerged as a transformative tool for realizing this goal. By presenting data in a dynamic and clear manner, interactive visualizations enable decision-makers to investigate data patter