This report was built to provide an in-depth analysis of camera-enforced traffic violations in Parma, highlighting key insights from June 2021 to March 2024. The report covers the total number of cases, the amount paid, average fine amount, and the dynamics of case outcomes, including who paid their fines and case plead statuses. Visualizations showcase the distribution of cases by camera location and the financial impact over time. To read more about my experiences and lessons learned while navigating Parma’s school zones, visit this link.