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About the National Police Index

The National Police Index is a project and data tool showing police employment history data obtained from state police training and certification boards across the U.S. All but one state has such a system.

The National Police Index is a public data project led by reporter Sam Stecklow of Invisible Institute, a nonprofit public accountability journalism organization based in Chicago, created in partnership with Ayyub Ibrahim of the Berkeley Institute for Data Science, and Tarak Shah of the Human Rights Data Analysis Group.

Access to this data helps show potential “wandering officers,” and is intended for use by residents, journalists, researchers, attorneys, and other stakeholders. Information about the age, source, and other specifics for each state is available on each page.

Each state's database is closed to the others; names are common, and an officer's name appearing in two states does not necessarily mean they are the same person. Specific records should be sought from state training boards and individual police departments to confirm the identity of an individual whose name appears in multiple states.

In total, 27 states have released centralized employment history data, 23 of which are currently represented on the data tool.

The data tool was created by Ayyub Ibrahim with contributions from Tarak Shah, Olive Lavine and Maheen Khan.

The data files were collected over the course of over two years by a coalition of news and legal organizations. In addition to Invisible Institute, these included reporters, students, attorneys, and others with Big Local News at Stanford, CBS News, Hearst Newspapers, California Reporting Project, Howard Center for Investigative Journalism at the University of Maryland, ABC Owned & Operated Stations, American Public Media Research Lab, WPLN, Utah Investigative Journalism Project/Utah Freedom of Information Hotline, University of North Carolina at Chapel Hill, Oregon Public Broadcasting, Washington City Paper/George Washington University Public Justice Advocacy Clinic, Tony Webster, WyoFile, Dragline/ACLU of West Virginia, and Mirror Indy.

Efforts are being and were made to obtain data in states that have made it inaccessible by Invisible Institute and Colorado Springs Gazette/Reporters Committee for Freedom of the Press, Detroit Metro Times/University of Michigan Civil Rights Litigation Initiative, Delaware Call/ACLU of Delaware, Hearst Newspapers, MuckRock/University of Virginia First Amendment Clinic, The Badger Project/Wisconsin Transparency Project/University of Illinois First Amendment Clinic, Louisiana Law Enforcement Accountability Database/Innocence Project New Orleans, AL.com, Arkansas Advocate, The Frontier, SpotlightPA/Pennsylvania NewsMedia Association, and Sioux Falls Argus Leader.

Access the underlying data files for the National Police Index at this link.


Team and Contributors

Sam Stecklow (he/him)

An investigative journalist and FOIA fellow with Invisible Institute. He works on Invisible Institute's Civic Police Data Project and investigations.

Ayyub Ibrahim (he/him)

A programmer at the Berkeley Institute for Data Science (BIDS). He previously served as the Director of Research for the Innocence Project New Orleans' Louisiana Law Enforcement Accountability Database (LLEAD) and is the founder of Machine Learning Justice Lab.

Tarak Shah (he/they)

A data scientist at the Human Rights Data Analysis Group. He works with community organizations, lawyers, journalists, international human rights institutions, and transitional justice mechanisms to support campaigns for accountability through quantitative analysis. He currently serves as program manager of the Community Law Enforcement Network, an interdisciplinary effort to collect and publish records related to police force and misconduct in California.

Bailey Passmore (they/them)

Has been working as a Data Scientist at the Human Rights Data Analysis Group since 2022.

Olive Lavine (she/her)

A volunteer developer on this project. She studied mathematics at Tulane University and software engineering at Ada Developers Academy.

Maheen Khan (she/her)

Invisible Institute's Director of Technology. She studied Information Analysis and Computer Science at the University of Michigan. At Invisible Institute, she primarily works to maintain the Civic Police Data Project, and to expand the police misconduct tool to other cities.

Chaclyn Hunt (she/her)

Invisible Institute's legal director and a civil rights attorney.

Maira Khwaja (she/her)

Invisible Institute's director of public strategy.

Kaitlynn Cassady (she/her)

The communications manager at Invisible Institute.

Lisa Pickoff-White

California Reporting Project

Michael Plunkett (he/him)

A volunteer software developer who appreciates open data, quality journalism, and creating software tools for journalists. He holds degrees in microbiology, computational biology, and computational analysis and public policy. He also actively contributes to Lucy Parsons Labs' OpenOversight platform and Bellingcat's Auto Archiver API.

Special Thanks

A special thanks goes out to Huy Dao and Eliora Henzler.