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How We Choose Projects

For more than 20 years, HRDAG has been carving out a niche in the international human rights movement. We know what we’re good at and what we’re not qualified to do. We know what quantitative questions we think are important for the community, and we know what we like to do. These preferences guide us as we consider whether to take on a project. We’re scientists, so our priorities will come as no surprise. We like to stick to science (not ideology), avoid advocacy, answer quantifiable questions, and increase our scientific understanding. While we have no hard-and-fast rules about what projects to take on, we organize our deliberation ...

Donate with Cryptocurrency

Help HRDAG use data science to work for justice, accountability, and human rights. We are nonpartisan and nonprofit, but we are not neutral; we are always on the side of human rights. Cryptocurrency donations to 501(c)3 charities receive the same tax treatment as stocks. Your donation is a non-taxable event, meaning you do not owe capital gains tax on the appreciated amount and can deduct it on your taxes. This makes Bitcoin and other cryptocurrency donations one of the most tax efficient ways to support us. We are a team of experts in machine learning, applied and mathematical statistics, computer science, demography, and social science, and ...

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The ghost in the machine

“Every kind of classification system – human or machine – has several kinds of errors it might make,” [Patrick Ball] says. “To frame that in a machine learning context, what kind of error do we want the machine to make?” HRDAG’s work on predictive policing shows that “predictive policing” finds patterns in police records, not patterns in occurrence of crime.


Five Questions with Patrick Ball


Calculating Body Counts


10MM Images from Guatemala’s National Police Go Online: Disappearances, STD Experiments, More


Death Numbers


Benetech Human Rights Program and Corporación Punto de Vista Issues Report on Sexual Violence in Colombia


Martus: Software for Human Rights Groups


Analyze This!


Benetech Scientists Publish Analysis of Indirect Sampling Methods in the Journal of the American Medical Association


News Wrap: U.N. Reports 60,000 Dead in Syria Since Civil War Began Two Years Ago


To Combat Human Rights Abuses, California Company Looks to Computer Code


The Body Counter


Syrian Death Toll Reaches 60,000, Says UN Rights Agency


UN estimates Syria death toll more than 60,000


Data Dive Reveals 15,000 New Victims of Syria War


Over 60,000 Dead in Syria conflict, UN Says


Patrick Ball on the Perils of Misusing Human Rights Data


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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