They install them where the data show that people are running red lights.

Where the data shows people are getting caught running red lights.

Which isn't necessarily where the most incidents are.

Any dataset involving police actions will show high concentrations in poor areas because that's where police patrol the most and where they're most likely to crack down on behaviors that might be allowed to slide elsewhere (in part due to the racial demographics of those areas).