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Yes, Your Dataset is Probably Biased

As statisticians, we bring skepticism to every dataset and every conclusion. When we make conclusions about a research topic, we offer up our evidence, reasoning, and calculations for review. Most importantly, we talk about the degree of confidence we have in our findings and how we can use scientific models to improve that confidence. 

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Watch Now: The Wandering Officer—New Databases for Police Accountability

Photo from Wandering Officer panel showing two panelists in front of a crowd.
What does justice look like for communities struggling with police violence? For Cat Brooks, Co-Founder of the Anti-Police Terror Project (APTP), true justice isn’t possible. "There is no such thing as justice when we're talking about police terror and the stealing of our community members' lives,” Brooks said at a recent event co-hosted by the Human Rights Data Analysis Group, APTP, Berkeley Institute for Data Science (BIDS), Community Law Enforcement Accountability Network (CLEAN) and the National Police Index (NPI). Hosted at Kinfolx in Oakland, CA, the event ...

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Teach In on Data for Police Accountability | January 22, 2026 in Oakland, CA

For decades, law enforcement agencies across the United States have operated behind walls of secrecy—particularly when officers abuse their power or use lethal force. That opacity has real consequences for communities seeking truth, justice, and accountability. On Thursday, January 22, 2026, HRDAG is proud to co-sponsor The Wandering Officer: New Databases for Police Accountability, a public event in Oakland exploring how data, journalism, and community organizing are reshaping what’s possible for police accountability in California and beyond. Register here. ...

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Trump Administration’s Sanctions on the ICC are an Attack on the Rule of Law

The Trump Administration has issued additional sanctions against judges of the International Criminal Court (ICC), further endangering accountability and justice worldwide. Attacks on the ICC were a key factor in HRDAG’s decision to speak out against tyranny in the U.S. late last year, and this ongoing pressure threatens the Court’s ability to do its vital work.   HRDAG condemns these sanctions against the International Criminal Court and calls on the Trump Administration to respect and uphold the independence of the Court.  ​The ICC investigates and ...

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Watch now: “In the Face of Tyranny,” a Webinar with HRDAG

Patrick Ball working at three monitors
The Human Rights Data Analysis Group recently hosted a conversation about the significant threats facing human rights researchers and scientific NGOs in the United States. We are posting the first part of this conversation on YouTube so that others may watch: In addition to this community conversation, HRDAG put out a statement outlining our specific concerns about the targeting of the human rights and research community. Read the statement and our blog post. As HRDAG Executive Director Dr. Megan Price explained, this is not a departure for HRDAG. As a scientific ...

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HRDAG Takes a Stand Against Tyranny in the United States

by Patrick Ball and Megan Price Today the Human Rights Data Analysis Group (HRDAG) publicly denounces the growing attacks on science and human rights in the United States. We reaffirm our commitment to using rigorous scientific research and data analysis to uphold accountability for perpetrators of violence—particularly when those perpetrators are in power.  For decades, HRDAG has sought accountability for those who have committed war crimes and genocide around the world. We have researched patterns of genocide, torture, disappearances, and other forms of state-...

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Donate to HRDAG with a Donor Advised Fund

HRDAG is pleased to accept donations to our nonprofit via Donor Advised Funds. We’ve published step-by-step directions to make donating through a DAF simple and fast. Check out the directions now or contact us at info@hrdag.org if you have any questions.  October 9 is Donor Advised Fund Day—a recently established awareness day that encourages DAF holders to activate their funds by recommending charities to receive support. You can participate by donating to HRDAG via a Donor Advised Fund or read on to learn more. What is a Donor Advised Fund?  A Donor-Advised ...

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Introducing Structural Zero, HRDAG’s New Monthly Newsletter

Patrick Ball explaining math at a whiteboard.
I want to invite you to check out HRDAG's new newsletter, Structural Zero. It’s written by me and my colleagues Megan Price, Bailey Passmore, Tarak Shah, and Maria Gargiulo. Each month, one of us will write about a mathematical or scientific concept we use in our work and how it can be applied to understanding the world. We’ll offer some of the real world examples we've come across, including the times when we or our partners worked to collect and process data in very dangerous situations. We’ll talk about some of the key insights we've uncovered through our work, ...

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Podcast: Dr. Patrick Ball on Using Statistics to Uncover Truth

Patrick Ball
Dr. Patrick Ball recently visited the Plutopia News Network podcast for a wide-ranging, inspiring conversation about his work for the Human Rights Data Analysis Group. Patrick spoke about how he first discovered human rights work during his time in El Salvador with the Peace Brigades International.  That led to his ongoing work as a statistician and computer programmer working to assess and analyze human rights violations. He also unpacked some common statistical techniques used by researchers at Human Rights Data Analysis Group, such as multiple systems estimation, ...

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Our work has been used by truth commissions, international criminal tribunals, and non-governmental human rights organizations. We have worked with partners on projects on five continents.

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