Georeferenced Rasters and Statistics of Nightlights from NASA Black Marble

Partnership-curated notebooks to support COVID-19 response

Hospital Accessibility Analysis

Support for the Syria Economic Monitor

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

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

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

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

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

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

Use of Waze data to better understand mobility issues in Romania

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

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.

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"

The Heatwaves Data Collaborative enables teams across sectors and organizations to simultaneously focus on their areas of expertise