Investigating the Relationship between Traffic Violations and Crashes at Signalized Intersections: An Empirical Study in China

Figure 3

Descriptive statistics of crash severities and traffic violation types. (a) Proportions of crash severities. (b) Proportions of traffic-law violation types.

(a)

(b)