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HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP On the heels of the Arab Spring revolutions, which began in December 2010, armed conflicts began in Syria in March 2011. What started as protests demanding that President Bashar al-Assad resign resulted in the deployment of the Syrian Army to stop the uprising. Since then, violent conflict has been raging in Syria. Amid this continuingviolence
HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP As the Executive Director of the Human Rights Data Analysis Group, Megan Price drives the organization’s overarching strategy, leads scientific projects, and presents HRDAG’s work to diverse audiences. Her scientific work includes analyzing documents from the National Police Archive in Guatemala and contributing analyses submitted as HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP Kristian Lum is the Lead Statistician at the Human Rights Data Analysis Group (HRDAG), where she leads the HRDAG project on criminal justice in the United States.Previously, Kristian worked as a research assistant professor in the Virginia Bioinformatics Institute at Virginia Tech and as a data scientist at DataPad, a small technologystart-up.
HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP Multiple systems estimation, or MSE, is a family of techniques for statistical inference. MSE uses the overlaps between several incomplete lists of human rights violations to determine the total number of violations. In this blogpost, and four more to follow, I’ll answer both conceptual and practical questions about this important method. (In HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP As the table above suggests, the two final assumptions—equal catchability and list independence—are unnecessary for MSE analyses with >=3 datasets, because both individual differences in catchability and dependence between lists can be parameterized and modeled. GUATEMALA MEMORY OF SILENCE Prologue Guatemala is a country of contrasts and contradictions.Situated in the middle of the American continent, bathed by the waters of the Caribbean and the Pacific, its inhabi tants live in a multiethnic, pluricultural and multilingual nation, ina State which
HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUPNEWSPROJECTSPRESSPUBLICATIONSABOUTCENTRAL AMERICA & CARIBBEAN Being independent, non-profit, and non-partisan, we can apply rigorous science to the analysis of human rights violations around the world. As scientists, we work to support our partners—the advocates and human rights defenders who “speak truth to power”—by producing unbiased, scientific results that bring clarity to human rights violence and by ensuring that the “truth” is the HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP The Human Rights Data Analysis Group is composed of a diverse group of board members, full-time staff, and consultants. Employing a multidisciplinary approach, we work with experts in the fields of computer science, software development, mathematical and applied statistics, and demography. HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP Data coding is the process of converting unstructured information, such as a narrative testimony, into discrete facts such as names and roles of actors (victims, witnesses, perpetrators) in crimes, as well as the date and place of act. Data coding must not discard or distort information. When more than one person is identifying, classifying and HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP Over the last few years, we've tried to make the data organized in our projects publicly accessible. We have encouraged our partners to publish the data at the completion of the project. We continue to believe it is important to offer access to the data used in our projects for the sake of transparency as well as to encourage furtherresearch and
HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP On the heels of the Arab Spring revolutions, which began in December 2010, armed conflicts began in Syria in March 2011. What started as protests demanding that President Bashar al-Assad resign resulted in the deployment of the Syrian Army to stop the uprising. Since then, violent conflict has been raging in Syria. Amid this continuingviolence
HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP As the Executive Director of the Human Rights Data Analysis Group, Megan Price drives the organization’s overarching strategy, leads scientific projects, and presents HRDAG’s work to diverse audiences. Her scientific work includes analyzing documents from the National Police Archive in Guatemala and contributing analyses submitted as HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP Kristian Lum is the Lead Statistician at the Human Rights Data Analysis Group (HRDAG), where she leads the HRDAG project on criminal justice in the United States.Previously, Kristian worked as a research assistant professor in the Virginia Bioinformatics Institute at Virginia Tech and as a data scientist at DataPad, a small technologystart-up.
HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP Multiple systems estimation, or MSE, is a family of techniques for statistical inference. MSE uses the overlaps between several incomplete lists of human rights violations to determine the total number of violations. In this blogpost, and four more to follow, I’ll answer both conceptual and practical questions about this important method. (In HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP As the table above suggests, the two final assumptions—equal catchability and list independence—are unnecessary for MSE analyses with >=3 datasets, because both individual differences in catchability and dependence between lists can be parameterized and modeled. GUATEMALA MEMORY OF SILENCE Prologue Guatemala is a country of contrasts and contradictions.Situated in the middle of the American continent, bathed by the waters of the Caribbean and the Pacific, its inhabi tants live in a multiethnic, pluricultural and multilingual nation, ina State which
HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP HRDAG conducts statistical analysis on behalf of human rights projects around the world. Our work has been used by truth commissions, international criminal tribunals, and non-governmental human rights organizations on five continents. Since the inception of HRDAG, its time at the American Association for the Advancement of Science ( AAAS HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP The Human Rights Data Analysis Group is a non-profit, non-partisan organization that applies rigorous science to the analysis of human rights violations around the world. Who We Are. We are non-partisan—we do not take sides in political or military conflicts, nor do we advocate any particular political party orgovernment policy.
HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP The HRDAG/Ensaaf report is the most comprehensive, quantitative analysis to date of available data on human rights violations during the Punjab counterinsurgency. The analysis reviewed data from the local English-language newspaper, the Tribune, cremation ground records collected by the late human rights activist Jaswant SinghKhalra
HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP On the heels of the Arab Spring revolutions, which began in December 2010, armed conflicts began in Syria in March 2011. What started as protests demanding that President Bashar al-Assad resign resulted in the deployment of the Syrian Army to stop the uprising. Since then, violent conflict has been raging in Syria. Amid this continuingviolence
HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP HRDAG’s analysis and expertise continues to deepen the national conversation about police violence and criminal justice reform in the United States. In 2015 we began by considering undocumented victims of police violence, relying on the same methodological approach we’ve tested internationally for decades. Shortly after, we examined “pre HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP Collecting and Protecting Human Rights Data in Guatemala (1991-2013) In 1996, a peace accord brokered by the United Nations ended 36 years of internal armed conflict in Guatemala. During the hostilities, non-governmental organizations asked for technical support from the scientific community in the project to gather the experiences of HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP Following a brutal 11-year civil war, the Parliament of Sierra Leone called for a Truth and Reconciliation Commission (TRC) to create "an impartial, historical record of the conflict", and "address impunity; respond to the needs of victims; promote healing and reconciliation; and prevent a repetition of the violations and abuses suffered." The HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP Patrick Ball has spent more than twenty-five years conducting quantitative analysis for truth commissions, non-governmental organizations, international criminal tribunals, and United Nations missions in El Salvador, Ethiopia, Guatemala, Haiti, South Africa, Chad, Sri Lanka, East Timor, Sierra Leone, South Africa, Kosovo, Liberia, Perú, Colombia, HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP As noted on our Core Concepts page, we spend a lot of time worrying about the ways data are used to make claims about human rights violations. This is because inaccurate statistics can damage the credibility of human rights claims. Analyses of records of human rights violations are used to guide policy decisions, determineresource allocation
HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP Fritz Scheuren’s notable work at NORC includes a landmark project resolving issues with Indian Trust Fund accounts at the U.S. Department of the Interior (DOI) as well as work with the Federal Reserve, particularly the Survey of Consumer Finances (SCF) and at the Census Bureau. Fritz formerly led impact evaluations of MCC-fundedprograms in
HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUPNEWSPROJECTSPRESSPUBLICATIONSABOUTCENTRAL AMERICA & CARIBBEAN Being independent, non-profit, and non-partisan, we can apply rigorous science to the analysis of human rights violations around the world. As scientists, we work to support our partners—the advocates and human rights defenders who “speak truth to power”—by producing unbiased, scientific results that bring clarity to human rights violence and by ensuring that the “truth” is the HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP Data coding is the process of converting unstructured information, such as a narrative testimony, into discrete facts such as names and roles of actors (victims, witnesses, perpetrators) in crimes, as well as the date and place of act. Data coding must not discard or distort information. When more than one person is identifying, classifying and HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP Collecting and Protecting Human Rights Data in Guatemala (1991-2013) In 1996, a peace accord brokered by the United Nations ended 36 years of internal armed conflict in Guatemala. During the hostilities, non-governmental organizations asked for technical support from the scientific community in the project to gather the experiences of HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP As the Executive Director of the Human Rights Data Analysis Group, Megan Price drives the organization’s overarching strategy, leads scientific projects, and presents HRDAG’s work to diverse audiences. Her scientific work includes analyzing documents from the National Police Archive in Guatemala and contributing analyses submitted as HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP Kristian Lum is the Lead Statistician at the Human Rights Data Analysis Group (HRDAG), where she leads the HRDAG project on criminal justice in the United States.Previously, Kristian worked as a research assistant professor in the Virginia Bioinformatics Institute at Virginia Tech and as a data scientist at DataPad, a small technologystart-up.
HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP Multiple systems estimation, or MSE, is a family of techniques for statistical inference. MSE uses the overlaps between several incomplete lists of human rights violations to determine the total number of violations. In this blogpost, and four more to follow, I’ll answer both conceptual and practical questions about this important method. (In HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP As the table above suggests, the two final assumptions—equal catchability and list independence—are unnecessary for MSE analyses with >=3 datasets, because both individual differences in catchability and dependence between lists can be parameterized and modeled. HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP Fritz Scheuren’s notable work at NORC includes a landmark project resolving issues with Indian Trust Fund accounts at the U.S. Department of the Interior (DOI) as well as work with the Federal Reserve, particularly the Survey of Consumer Finances (SCF) and at the Census Bureau. Fritz formerly led impact evaluations of MCC-fundedprograms in
DRUG-RELATED KILLINGS IN THE PHILIPPINES Table1: DocumentedandEstimatedKillings Region Perpetrator Documented 2.5% estimate 97.5% Undocumented Manila police 488 534 575 639 15% Manila unidentified 245 314 414 635 41% GUATEMALA MEMORY OF SILENCE Prologue Guatemala is a country of contrasts and contradictions.Situated in the middle of the American continent, bathed by the waters of the Caribbean and the Pacific, its inhabi tants live in a multiethnic, pluricultural and multilingual nation, ina State which
HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUPNEWSPROJECTSPRESSPUBLICATIONSABOUTCENTRAL AMERICA & CARIBBEAN Being independent, non-profit, and non-partisan, we can apply rigorous science to the analysis of human rights violations around the world. As scientists, we work to support our partners—the advocates and human rights defenders who “speak truth to power”—by producing unbiased, scientific results that bring clarity to human rights violence and by ensuring that the “truth” is the HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP Data coding is the process of converting unstructured information, such as a narrative testimony, into discrete facts such as names and roles of actors (victims, witnesses, perpetrators) in crimes, as well as the date and place of act. Data coding must not discard or distort information. When more than one person is identifying, classifying and HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP Collecting and Protecting Human Rights Data in Guatemala (1991-2013) In 1996, a peace accord brokered by the United Nations ended 36 years of internal armed conflict in Guatemala. During the hostilities, non-governmental organizations asked for technical support from the scientific community in the project to gather the experiences of HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP As the Executive Director of the Human Rights Data Analysis Group, Megan Price drives the organization’s overarching strategy, leads scientific projects, and presents HRDAG’s work to diverse audiences. Her scientific work includes analyzing documents from the National Police Archive in Guatemala and contributing analyses submitted as HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP Kristian Lum is the Lead Statistician at the Human Rights Data Analysis Group (HRDAG), where she leads the HRDAG project on criminal justice in the United States.Previously, Kristian worked as a research assistant professor in the Virginia Bioinformatics Institute at Virginia Tech and as a data scientist at DataPad, a small technologystart-up.
HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP Multiple systems estimation, or MSE, is a family of techniques for statistical inference. MSE uses the overlaps between several incomplete lists of human rights violations to determine the total number of violations. In this blogpost, and four more to follow, I’ll answer both conceptual and practical questions about this important method. (In HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP As the table above suggests, the two final assumptions—equal catchability and list independence—are unnecessary for MSE analyses with >=3 datasets, because both individual differences in catchability and dependence between lists can be parameterized and modeled. HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP Fritz Scheuren’s notable work at NORC includes a landmark project resolving issues with Indian Trust Fund accounts at the U.S. Department of the Interior (DOI) as well as work with the Federal Reserve, particularly the Survey of Consumer Finances (SCF) and at the Census Bureau. Fritz formerly led impact evaluations of MCC-fundedprograms in
DRUG-RELATED KILLINGS IN THE PHILIPPINES Table1: DocumentedandEstimatedKillings Region Perpetrator Documented 2.5% estimate 97.5% Undocumented Manila police 488 534 575 639 15% Manila unidentified 245 314 414 635 41% GUATEMALA MEMORY OF SILENCE Prologue Guatemala is a country of contrasts and contradictions.Situated in the middle of the American continent, bathed by the waters of the Caribbean and the Pacific, its inhabi tants live in a multiethnic, pluricultural and multilingual nation, ina State which
HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP As noted on our Core Concepts page, we spend a lot of time worrying about the ways data are used to make claims about human rights violations. This is because inaccurate statistics can damage the credibility of human rights claims. Analyses of records of human rights violations are used to guide policy decisions, determineresource allocation
HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP The Human Rights Data Analysis Group is composed of a diverse group of board members, full-time staff, and consultants. Employing a multidisciplinary approach, we work with experts in the fields of computer science, software development, mathematical and applied statistics, and demography. HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP Collecting and Protecting Human Rights Data in Guatemala (1991-2013) In 1996, a peace accord brokered by the United Nations ended 36 years of internal armed conflict in Guatemala. During the hostilities, non-governmental organizations asked for technical support from the scientific community in the project to gather the experiences of HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP 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. HOW MANY PERUVIANS HAVE DIED? P. Ball, J Asher, D. Sulmont, D. Manrique 1 0. Preface to the English version The report which appears below from the Peruvian Comisión de la Verdad y Reconciliación HRDAG – HUMAN RIGHTS DATA ANALYSIS GROUP Megan Price. August 16, 2017. alt-right, charlottesville, Donald Trump, neo-nazis, UDHR, white supremacists. This week, we join our friends and colleagues in feeling horrified by the violence in Charlottesville, Virginia. As we have for the past 26 years, we stand with the victims of violence and support human rights and dignity forall.
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------------------------- WE SHOW THAT STATISTICS HAVE HUMAN CONSEQUENCES WORKING WITH PARTNERS PROTECTING THE PRIVACY OF WHISTLE-BLOWERS: THE STATEN ISLAND FILES HRDAG built a machine-learning tool to strip the raw data of any potentially identifying information such as names and court case numbers. There was no "acceptable error rate." Learn more about The Staten Island Files. DATA SCIENCE AND POLICE ACCOUNTABILITY Human bias is baked into criminal justice data, from who gets arrested, to what charges they are booked on, to what happens after they are in custody. HRDAG investigates how these data inform the artificial intelligence that underpins tools used by police andjudges. Read more.
STATISTICS AND COVID-19 Most of the available data on the coronavirus pandemic are incomplete and unrepresentative, which creates uncertainty. But HRDAG excels at making sense of imperfect data sets. We identify and interpret the best science, and we provide guidance through original publications.Read more.
FINDING MEXICO’S HIDDEN GRAVES For more than ten years, Mexican authorities have been discovering hidden graves. HRDAG creates models to predict the probability of finding a grave in each county, which helps families of the disappeared develop search strategies. Read more. LESSONS AT HRDAG: MAKING MORE SYRIAN RECORDS USABLE If we could glean key missing information from those fields, we would be able to use more records. HRDAG NAMES NEW BOARD MEMBER WILLIAM ISAAC William Isaac joins HRDAG's Advisory Board, bringing expertise in fairness and artificial intelligence. ESTIMATING THE NUMBER OF SARS-COV-2 INFECTIONS AND THE IMPACT OFMITIGATION POLICIES
This Harvard Data Science Review articleuses the least
unreliable source of pandemic data: reported deaths.More updates
WE BELIEVE TRUTH LEADS TO ACCOUNTABILITY. ENABLING ACCOUNTABILITY FOR HUMAN RIGHTS VIOLATIONS IS OUR HIGHEST PURPOSE.STAY INFORMED
WE ARE STATISTICIANS FOR HUMAN RIGHTS Being independent, non-profit, and non-partisan, we can apply rigorous science to the analysis of human rights violations around the world. As scientists, we work to support our partners—the advocates and human rights defenders who “speak truth to power”—by producing unbiased, scientific results that bring clarity to human rights violence and by ensuring that the “truth” is the most accurate truth possible. Three directives guide our work: APPLY SCIENCE TO CREATE NEW KNOWLEDGE We help to establish a scientifically defensible historical record of human rights abuses, including publishing public reports and providing expert testimony in war crimes trials. CONDUCT BASIC RESEARCH AND DEVELOPMENT We invent and extend scientific methods so that we can better understand patterns of mass violence. EDUCATE THROUGH OUTREACH Through speaking engagements, publications, and training graduate students, we help those working in the human rights community to better understand the role and power of statistical data andreasoning.
INACCURATE STATISTICS CAN DAMAGE THE CREDIBILITY OF HUMAN RIGHTS CLAIMS—THAT’S WHY STATISTICS ABOUT HUMAN RIGHTS VIOLATIONS MUST BE AS SCIENTIFICALLY ACCURATE AS POSSIBLE. LEARN ABOUT OUR METHODS PARTNERS WE HAVE WORKED WITHWHO WE ARE
MEGAN PRICE, PHD
EXECUTIVE DIRECTOR
_Designs strategies and methods for statistical analysis of human rights data for projects in a variety of locations including Guatemala, Colombia, and Syria._PATRICK BALL, PHD
DIRECTOR OF RESEARCH _More than twenty years of quantitative analysis for truth commissions, non-governmental organizations, international criminal tribunals, and United Nations missions._TARAK SHAH
DATA SCIENTIST
_As HRDAG's data scientist, Tarak cleans, processes and builds models from data in order to understand evidence of human rights abuses._SUZANNE NATHANS
OPERATIONS COORDINATOR _Over 20 years of experience in non-profit administration. The operations hub for HRDAG, supporting Megan and the rest of the team from the San Francisco office._MARIA GARGIULO
STATISTICIAN
_Maria joined HRDAG as a statistician in 2020, and interned with the organization in 2018._KRISTEN YAWITZ
FOUNDATION RELATIONS AND STRATEGY LEAD _Kristen helps to refine HRDAG's fundraising, communications andstrategy._
See the team
HRDAG TEAM MEMBERS PRESENT TALKS AROUND THE WORLD TO COMMUNITIES WHO WANT TO BETTER UNDERSTAND THE POWER OF DATA ANALYSIS TO DEFEND HUMANRIGHTS.
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UNDERSTANDING MASS VIOLENCE WITH DATA AND STATISTICS | LINUXFOUNDATION
24 Minutes | by Patrick Ball 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.DONATE
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