Its almost like owning a company is better than working for said company.

Sensational

Both the demographics in blue commit violent crimes at significantly higher rates than the red. What you want is likelihood of being shot per police encounter. This will give more insight into the level of bias at play, which there almost certainly is, but this data does nothing to confirm or deny claims of bias in policing.

I would say the fact that we so rarely find evidence of wrongful deaths like Kimberly Potter Case, the George Floyd case, etc. when the media has tremendous incentive to find wrongful death cases, is quite telling.

Most fatal police shootings are justified. What we really need to look at is WRONGFUL police shootings vs hours of training.

https://www.nytimes.com/2021/11/30/us/daunte-wright-shooting-kimberly-potter.html
Like this one, clearly a training issue.

Real yields in the US have been negative for like 4 years now. I believe in about 6 months they will turn positive.