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BJS Report on Arrest-Related Deaths: True Number Likely Much Greater
                                    (This post is co-authored by Patrick Ball and Kristian Lum.)
Today the Bureau of Justice Statistics (BJS) released a report on their effort to document “all deaths that occur during the process of arrest in the United States.” The analysis estimates that the Arrest-Related Deaths (ARD) program covers only 34-49% of these deaths. A parallel program by the FBI (the Supplementary Homicide Reports, SHR) is estimated to cover approximately the same proportion of deaths. Even taking into consideration both programs, 28% of all police homicides remain unreported.
In order to estimate the total number of homicides that appear on neither the ARD or ...                                                                                                        
                             Quantifying Police Misconduct in Louisiana
                                    HRDAG contributes to the project by helping to classify, filter, extract, and standardize the records so that they can be useful in the database.                                                                                                        
                             How we go about estimating casualties in Syria—Part 1
                                    
I spent the two weeks over Easter working with Patrick and Megan in San Francisco, trying to figure out a strategy of how best to estimate the number of casualties the Syrian civil war has claimed in the past two years. In January, HRDAG published a report on the number of fully identified casualties reported in the Syrian Arab Republic between March 2011 and November 2012. The number of de-duplicated records of killings for this period was 59,648, a number that is likely to be an undercount since we know that many incidences of lethal violence in conflict go unreported, and that the unreported cases are not missing at random. (more…)                                                                                                        
                             Learning a Modular, Auditable and Reproducible Workflow
                                    The modular nature of the workflow and use of Git allowed us to work on different parts of the project from across the country.                                                                                                        
                             Identifiers of Detained Children Have Implications for Data Security and Estimation
                                    Identifiers being sequential could make possible estimations of the population of detained children.                                                                                                        
                             How Data Analysis Confirmed the Bias in a Family Screening Tool
                                    In Pittsburgh …                                                                                                        
                             How Predictive Policing Reinforces Bias
                                    Algorithmic tools like PredPol were supposed to reduce bias. But HRDAG has found that racial bias is baked into the data used to train the tools.                                                                                                        
                             How Pretrial Risk Assessment Tools Perpetuate Unfairness
                                    Tools like Compas allegedly help judges predict future criminal activities and eliminate bias. HRDAG and partners showed how the tools recycle bias.                                                                                                        
                             Partners
                                    How we work with partners is how we relate to the whole human rights community. We work with human rights advocates and defenders to support their goals by complementing their substantive expertise with our technical expertise. To date, partners have included truth commissions, international criminal tribunals, United Nations missions, and non-governmental human rights organizations on five continents.
Here are a few stories that illustrate how we work with our partners:
HRDAG partner stories:
 	Quantifying Police Misconduct in Louisiana (2023)
 	Scraping for Pattern: Protecting Immigrant Rights in Washington State (2022)
 	Police Violence ...                                                                                                        
                             Talks
                                    Upcoming Talks
TBA
Past Talks
2015
Presentation on the research behind the Evaluation of the Kosovo Memory Book Database. National Archive, Pristina, Kosovo. Patrick Ball. February 4, 2015.
How do we know what we know? Patrick Ball. Arizona State University. January, 2015.
AAAS Science & Human Rights Coalition Meeting: Big Data & Human Rights. Megan Price, panelist. Washington, D.C. January 15-16, 2015.
Examining the Crisis in Syria: Conference Hosted by New America and Arizona State University’s Center on the Future of War and the Walter Cronkite School of Journalism and Mass Communication. Megan Price, panelist. Washingt...                                                                                                        
                             Data on Kosovo Killings
                                    The data on killings in Kosovo are in four files. All of the files are comma-delimited ASCII. The fields in each file are described below.
If you use these data on Kosovo killings, please cite them with the following citation, as well as this note:
“These are convenience sample data, and as such they are not a statistically representative sample of events in this conflict.  These data do not support conclusions about patterns, trends, or other substantive comparisons (such as over time, space, ethnicity, age, etc.).”
 Patrick Ball, Wendy Betts, Fritz Scheuren, Jana Dudukovich, and Jana Asher. (2002). AAAS/ABA-CEELI/Human Rights Data ...                                                                                                        
                             Liberian TRC Data and Data Dictionary
                                    The files linked on this page contain the data used in the calculations presented in Benetech's report to the Liberian Truth and Reconciliation Commission entitled "Descriptive Statistics From Statements to the Liberian Truth and Reconciliation Commission." In accordance with Benetech's Memorandum of Understanding with the TRC, these data are published on the Internet so that others can use the material to replicate our findings and continue research on past human rights violations in Liberia. In order to protect the privacy of the people who suffered, the information in the files below contains no personal identifying information about the victims or ...                                                                                                        
                             HRDAG and #GivingTuesday 2017
                                    Help us hold human rights violators accountable!                                                                                                         
                             HRDAG and #GivingTuesday 2018
                                    Will you help HRDAG advance human rights?                                                                                                        
                             Accountability at home and abroad
                                     
Dear friends,
Our spirits were really on the ground on Wednesday, but they lifted at the board meeting we had at the Human Rights Data Analysis Group on Thursday. Executive Director Megan Price, Director of Research Patrick Ball, and the Board drafted these thoughts which we'd like to share with you.
For more than twenty-five years, we have held heads of state accountable for human rights violations. We support our partners and advocates in the human rights field. They collect data which we analyze using technical and scientific expertise. Those scientific results bring clarity to human rights violence and support the fight for justice.
...                                                                                                        
                             Letter from the Executive Director
                                    Dear Friends,
This has been quite a year, and I don’t just mean the recent political events in the United States, Europe and the Middle East.
Thanks to your ongoing support, HRDAG has a number of accomplishments to be proud of this year:
 	Patrick’s testimony in the trial of Hissene Habré for crimes against humanity was cited by the judges three times in their determination of guilt.
 	We launched a book describing ten years of collaborative work with the Historic Archive of the National Police in Guatemala.
 	We contributed quantitative analyses to Amnesty International’s report on deaths in Syrian custody, and published an ...                                                                                                        
                             