Thanks for the comment!

We did explore some models with interaction terms, as we could imagine that different social behavior on weekends vs weekdays could change the way weather influences traffic. From the models that we tried out, we did not discover an interaction effect worth publishing. Indeed, increasing the granularity of the model may very well reveal such effects.