Traffic congestion, road capacity, signal timing, and pedestrian flow—all key factors in urban mobility—can be analyzed with accuracy through this specialized computational tool. Designed for traffic engineers, urban planners, and transportation analysts, it transforms complex transportation data into clear, actionable insights. Four dedicated modules—Traffic Congestion Index, Road Capacity Efficiency, Signal Timing Metric, and Pedestrian Flow Efficiency—work in harmony to support efficient, data-driven urban transport optimization.