Daily commutes can quickly turn into stressful affairs when overcrowded roads become congested and what would be a 20 minute ride becomes an hour of staring at the license plate of your fellow comrade-in-traffic. Real-time Traffic State Estimation (TSE) aims to alleviate this strain by predicatively recognizing congested areas and offering alternative routing options. In a recent publication we established a framework for easy implementation and evaluation of novel TSE systems.