Data Analysis for Traffic

Objective: To model and compare traffic flow efficiency at a road intersection under different traffic light control strategies. The primary metric for comparison is the average waiting time for vehicles.

Scenario: Vehicles arrive randomly at a two-way intersection (North-South and East-West lanes), controlled by traffic lights. The goal is to minimize congestion and vehicle wait times.