Georeferenced Rasters and Statistics of Nightlights from NASA Black Marble

Partnership-curated notebooks to support COVID-19 response

Using Alternative Data to Assess Immediate Economic Impacts of Crises -- Conflict and Natural Disasters

Hospital Accessibility Analysis

This project uses alternative and remote-sensing data to track economic activity in Syria in a data-scarce, conflict-affected context. It analyses port and trade activity, mobility patterns, internet connectivity, nighttime lights, vegetation conditions, and conflict events to estimate economic trends and inform evidence-based policy.

Training on using nighttime lights data from NASA Black Marble for development analysis, including geospatial impact evaluations

Wazeasy is a Python package currently in development, designed to process Waze's data

This assignment aims to compare the impacts of conflict across the Fragile, Conflict, and Violence (FCV) regions of the Middle East and North Africa (MENA), Afghanistan, and Pakistan through alternative data sources.

Provides a road safety scan using machine learning to derive characteristics from street view images and predict road risk

This repository contains the Python implementation of the agent-based model used to model the spread of COVID-19.

Niger Economic Monitoring

Data and analytics to support monitoring of changes in Red Sea maritime traffic

A Python Toolkit for Urban Resilience and Disaster Risk Management Analytics using High Frequency Human Mobility Data

Use of Waze data to better understand mobility issues in Romania

Monitoring Near-Time Changes in Urban Space Usage after Climate Shocks

Understanding societal responses to policies undertaken during emergencies: Lessons from COVID-19's Second Wave in Maharashtra

This repository contains the code for the analysis and the reproducibility package for the paper "Applying machine learning and geolocation techniques to social media data (Twitter) to develop a resource for urban planning"

Türkiye Earthquake Impact