![]() In this section we will apply modeling techniques to infer more advanced insights. We have already seen how space time and other factors such as age and type of vehicle affect traffic accidents. This is however something to be considered in other cities as it might have a big impact on accidents especially in cities with more extreme and variable weather conditions.ĭiscovering Complex Data Patterns using Advanced Spatial Modeling Surprisingly enough we found out that in Barcelona the difference in the number of accidents during rainy days vs non-rainy days is not statistically significant most likely due to the city's mild weather. We were also interested in understanding the impact of weather and in particular the impact of rain. These insights further underline the importance of defining dynamic hotspots.
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