I am yet to be convinced that it is a wise use of statistics to repeatedly manipulate them until you find one perspective whose results might be interpreted as support for your prejudices, and to then declare that the statistics support your position.
Even when the technique for finding such a result is obvious, that does not render it honest, nor does it mean that it is helpful.
It's not manipulating them to find the one perspective.
The thing is, if you don't interact with the police it's exceedingly unlikely you'll be shot by the police. Thus you don't want the number of people in the community, but the number of interactions with the police. AFIAK we do not have this data but we have a reasonable proxy for it: the number arrested.
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Good example of the difference in U.S. "justice"
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How about the details on the teen? I rather suspect something psychiatric was going on there.
I am interested in what details you think could reasonably explain such a discrepancy between jail time for leaving kids in a car (no deaths) and no jail time in the deliberate death of a baby.
We treat crimes committed for psychiatric reasons differently.
These give-birth-and-kill cases do seem to be treated as psychiatric but I don't know why.