Parking Data

3 articles

Data visualization of parking occupancy predictions overlaid on a city grid

Data & Analytics May 7, 2026

Parking Demand Forecasting with Machine Learning: From Gut Feel to Predictive Operations

How ML-driven demand forecasting is replacing static pricing and manual staffing in smart parking — a practical guide for operators and city planners.

Data security concept with locked shield icon overlaid on a connected smart parking facility diagram

IoT & Sensors June 21, 2025

Parking Data Privacy and Cybersecurity: What Operators Need to Know

Smart parking systems collect license plate images, payment credentials, location histories, and behavioral patterns. The legal and operational obligations …

Researcher reviewing parking utilization heat maps and occupancy data on a desktop workstation

Data & Analytics November 15, 2023

Parking Utilization Studies: How to Design and Interpret Them

A practical guide to designing parking utilization studies that produce actionable data — covering methodology, common errors, and how to interpret results.