Maybe!

I might question the benefits of making the poor area even poorer via fines they likely can't afford. I might wonder if there are confounding factors like poorly maintained roads and vehicles at play. I might wonder if the yellow lights have the same timing as in the suburbs.

> Because this is what the data finds over and over.

So link it.