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The fact that it has happened to you doesn't mean that it doesn't happen more often than expected by population representation and crime rates to minorities. It is odd that you point at confirmation bias when the occurrence of racial profiling and discriminatory practices by police is verifiable by numbers when you offer up... an anecdote.If only I was black this would all provide more great "evidence" for the little worldview people have been pushing the last few years thanks to Dave Chapelle and others, but the fact is its mostly just confirmation bias. Cops hassle everyone. Certain cities have cops that do it a lot more and other place they do it less, probably depends on how much crime they have and whether there are gangs around they are trying to address. Occasionally there might be goofball individual cops or stupid little towns but this whole systemic hassling of black people" claim sounds like a bunch of bullshit. Most everything people complain about has happened to me too, and I ain't black.
For example, in LA even if you control for neighborhood crime rates and percent representation (in crime and in the local population), blacks and latinos are far, far more likely to be stopped and searched. They're also far less likely to be holding anything. That is as or more true for on foot stops. That's the case in lots of cities.
The data strongly supports the assertion that cops profile and do systematically search and "hassle" minorities. That's not confirmation bias, it is evidence.