Modeling economic impacts of pollution
Modeling 150 million geolocated credit card transactions to identify a novel multibillion-dollar economic impact of air pollution
Automating policy analysis
R package that automates policy analysis and identifies policy misalignment with neural embeddings
Multi-task text classification
Deep learning framework for jointly learning extractive summarization and multi-label text classification
Network analysis in ArcPython
Identifies regions underserving target demographics with road network analysis
Predictive machine learning
Neural networks, clustering, SVM, GBM, and ridge regression to predict energy generation.
Data visualization
Interactive and static data visualization in R, Python, ArcMap, and JavaScript
Demographic identifier
Computer vision and natural language processing to identify demographic differences in topic engagement
Interactive web mapping
An open data web portal that monitors inclusivity and equity at a neighborhood scale in 30 global cities
Time series kernal smoothing
R package for calculating and visualizing time series multivariate kernal smoothing