The city of Hamburg is one of the largest and most important cities in Germany, with a population of over 1.8 million people. As a major economic and cultural hub, the city faces many challenges related to transportation and mobility, including traffic congestion, air pollution, and a growing demand for sustainable and efficient transportation options. To address these challenges, the city has partnered with, and is using INRIX trips data to gain insights into traffic patterns and mobility trends.