It's crucial to focus on urban and interurban traffic accidents as we are witnessing an increase in fatalities and injuries due to road accidents each year. This thesis aims to analyze the factors involved in traffic accidents by examining multi-dimensional cross-tables showing the frequency of deaths and injuries from 2020 to 2021. We will extract connection diagrams to illustrate the relationships between these variables. Using a specialized linear logarithm model for categorized data, we will estimate the model's parameters and interpret the results with the help of connection diagrams.