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To support and help strengthen the work of advocates and organizers, the Hub is committed to providing and uplifting up-to-date research, reports, data, model policies, toolkits and other resources. We do this by searching for, categorizing, and making available existing resources from partner organizations and others working on issues related to policing. When needed, the Hub also produces its own research in collaboration with partners. This resource database is categorized, easy to search, and regularly updated by our research team.

If you would like to suggest a resource to be included in our database, please submit it here.

Resources that appear on the Community Resource Hub website are not necessarily supported or endorsed by the Hub. The resources that appear represent various different policies, toolkits, and data that have been presented to challenge issues relevant to safety, policing, and accountability.

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Showing 313 Resources Data Collection/Reporting × Clear All

Garbage In, Garbage Out: Face Recognition on Flawed Data

Georgetown Law Center on Privacy & Technology

A report that details the various ways police may use facial recognition methods to pursue suspects. There are no rules when it comes to what images police can submit to face recognition algorithms to generate investigative leads. As a consequence, agencies across the country can—and do—submit all manner of “probe photos,” photos of unknown individuals submitted for search against a police or driver license database. These images may be low-quality surveillance camera stills, social media photos with filters, and scanned photo album pictures. Records from police departments show they may also include computer-generated facial features, or composite or artist sketches.

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America Under Watch: Face Surveillance in the United States

Georgetown Law Center on Privacy & Technology

This report details the different, and potentially dangerous, ways that facial surveillance and recognition technology are currently being used and how they could be used in the future. Thanks to face recognition technology, authorities are able to conduct biometric surveillance—pick you out from a crowd, identify you, trace your movements across a city with the network of cameras capturing your face—all completely in secret. No longer is video surveillance limited to recording what happens; it may now identify who is where, doing what, at any point in time.

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We found 85,000 cops who’ve been investigated for misconduct. Now you can read their records.

Invisible Institute

Obtained from thousands of state agencies, prosecutors, police departments and sheriffs, the records detail at least 200,000 incidents of alleged misconduct, much of it previously unreported. The records obtained include more than 110,000 internal affairs investigations by hundreds of individual departments and more than 30,000 officers who were decertified by 44 state oversight agencies.

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Profiling Issue Brief

Unite Oregon

This report makes recommendations to the Workgroup on the Prevention of Profiling by Law Enforcement (WPPLE) in four core areas of police reform: Data Collection, Analysis and Reporting; Accountability Mechanisms, Training, and Procedural Justice.

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County Policing Reports

Live Free USA (PICO California)

A collection of reports that serve as scorecards for county policing and prosecution practices for multiple states. Reports include policy solutions and tools for communities to challenge local leaders to adopt proven reform strategies.

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Dirty Data, Bad Predictions: How Civil Rights Violations Impact Police Data, Predictive Policing Systems, and Justice

Rashida Richardson, Kate Crawford (AI Now Institute), & Jason Schultz (NYU Law)

This report looks at the increasing use of predictive policing systems that are built on data produced during documented periods of flawed, racially biased, and sometimes unlawful practices and policies. Using three case study examples, it examines the negative impact of these systems based on “dirty data.”

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Policing in America: Understanding Public Attitudes Toward the Police

Cato Institute

A report that looks at differences in attitudes toward police by race and ethnicity in the United States. It also looks at potential influences on these attitudes, such as perceived bias, anxiety about crime, perceived competence of police, cases of police misconduct, and more. The report concludes with potential policies for policing reform.

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Deep Racial, Partisan Divisions in Americans’ Views of Police Officers

Pew Research Center

Part of a report on partisan divides, this report looks at differences in attitudes towards police based on political party and broken down by race and age.

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