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README.md

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 ## Dataset Overview
 
-This multimodal dataset contains comprehensive documentation of mass atrocities and human rights violations spanning 1980-2025, with 6.8+ million documented incidents from 195+ countries. The dataset combines textual documentation with satellite imagery and visual evidence for AI/ML research in atrocity detection, documentation, and prevention systems.
+This multimodal dataset contains comprehensive documentation of mass atrocities and human rights violations spanning 1980-2025, with 6.8+ million anonymized incident records from 195+ countries. The dataset combines textual documentation with satellite imagery and visual evidence for AI/ML research in atrocity detection, documentation, and prevention systems.
 
 ## Dataset Structure
 
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 ### Text Dataset
 The text component includes:
 - **Legal Documentation**: 5,918 international tribunal records
-- **Contemporary Events**: 475,000+ ACLED filtered mass atrocity events
+- **Contemporary Events**: 475,000+ filtered mass atrocity events
 - **Humanitarian Violations**: 15,987 documented access violations
-- **Crisis Monitoring**: Crisis Group conflict monitoring data
+- **Crisis Monitoring**: Conflict monitoring and analysis data
 - **Military Documentation**: 280,000+ weapons and munitions records
-- **Country-Specific Collections**: Sudan, Syria, Yemen, Russia documentation
+- **Regional Collections**: Multi-region documentation covering conflict zones
 
 ### Image Dataset
 The visual component includes:
 - **Satellite Imagery**: 1,521 documented sites with destruction evidence
-- **Myanmar Documentation**: 662 satellite-documented destruction events
-- **Human Rights Evidence**: Visual documentation repository
+- **Conflict Documentation**: 662 satellite-documented destruction events
+- **Visual Evidence**: Comprehensive visual documentation repository
 - **Geospatial Analysis**: Before/after imagery for temporal analysis
 
 ## Data Schema
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 ## Data Sources
 
 ### Primary Sources
-- **ACLED**: Armed Conflict Location & Event Data Project
-- **International Criminal Court**: Legal proceedings and decisions
-- **Amnesty International**: Evidence Lab documentation
-- **Crisis Group**: Conflict monitoring and analysis
-- **Ocelli Project**: Myanmar satellite documentation
-- **OSMP**: Open Source Munitions Project
-- **UNHCR**: UN Refugee Agency reports
+The dataset aggregates information from multiple anonymized sources including:
+- International legal and tribunal databases
+- Conflict monitoring organizations
+- Humanitarian agencies and NGOs
+- Satellite imagery providers
+- Open-source intelligence platforms
+- Regional documentation initiatives
 
 ### Temporal Coverage
 - **Start Date**: 1980
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 ```
 
 ### Source Attribution
-When using this dataset, please cite the original data sources:
-- Armed Conflict Location & Event Data Project (ACLED)
-- Amnesty International Evidence Lab
-- International Criminal Court
-- Crisis Group
-- Ocelli Project
-- United Nations agencies
+This dataset aggregates information from multiple sources that have been anonymized to ensure privacy and security. Users should acknowledge the collective contribution of international legal bodies, humanitarian organizations, and monitoring agencies when using this dataset.
 
 ## License