Note that your source is for all shootings, and they specifically make a claim about "unarmed" individuals being shot, the implication that while black individuals are more likely to be killed by police, those killed are more likely to be armed and potentially violent.

I don't have a source supporting or disproving that claim, I'm just pointing out that the source you provided doesn't address the claim they are making.