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conflict-analysis

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This project monitors the impacts of the Red Sea shipping crisis on maritime traffic and regional economies by analysing vessel movements, port activity, and conflict dynamics. Using AIS maritime data, conflict event data, and mobility indicators, it tracks disruptions to key shipping routes and assesses economic impacts across affected sectors.

  • Updated Jul 20, 2026
  • Jupyter Notebook

This project uses alternative data to monitor economic trends in Niger following the 2023 coup and civil unrest. It analyzes indicators such as conflict events, nighttime lights, crop conditions, and population movement patterns using geospatial, mobility, and remote sensing data to assess the impacts of conflict and instability.

  • Updated Jul 20, 2026
  • Jupyter Notebook

This package provides tools for extracting, processing, analyzing, and visualizing conflict event data from the Armed Conflict Location & Event Data Project, a global dataset on political violence and protest events. It supports data retrieval, geospatial and temporal aggregation, and the creation of publication-quality maps and charts.

  • Updated Feb 23, 2026
  • Jupyter Notebook

This project uses alternative data to monitor economic and poverty trends in Ethiopia. It analyzes nighttime lights, air pollution, crop productivity, conflict events, Google search trends, and crowd-sourced survey data to track economic activity, agricultural conditions, and societal responses to conflict and crisis.

  • Updated Jun 27, 2026
  • Jupyter Notebook

Humanitarian data science analysis of aid allocation and operational patterns in Palestine using IATI data. The project explores temporal trends, regional distribution, donor concentration, and crisis-driven fluctuations in humanitarian activity using exploratory data analysis and feature engineering.

  • Updated May 24, 2026
  • Jupyter Notebook

This project analyzes Gen Z protest participation using conflict event data, demographic analysis, and social contract indicators. It combines protest data from the Armed Conflict Location & Event Data Project (ACLED), UN population estimates, and Gallup World Poll data to examine youth-led mobilization patterns and protest dynamics.

  • Updated Dec 22, 2025
  • Jupyter Notebook

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