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Mapping Police Violence collected data on over 1,100 killings by police in 2021. We compiled this information from media reports, obituaries, public records, and databases like Fatal Encounters and the WashingtonPost. Despite the federal government’s efforts to create a national database on this issue, their Use of Force Data Collection program is expected to shut down this year because fewer than 60% of the nation’s law enforcement reported data to the program. As such, this report represents the most comprehensive public accounting of deadly police violence in 2021. Our analysis suggests the majority of killings by police in 2021 could have been prevented and that specific policies and practices might prevent police killings in the future.