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Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
John Brandt
Data Science Associate at World Resources Institute Independent consultant Yale Master’s graduate
Posts
Layout: Author Override
A post to test author overrides using a data file.
blog
Data cleaning
Cleaning messy datasets in base R
RShiny
Interactive plotting and data exploration with RShiny
Sentence embeddings
Review of recent advances in sentence embeddings
portfolio
Interactive dashboard with d3.js
Dashboard to filter and detact patterns in geospatial data
Static Data Visualization
Samples of static data visualization in R
Demographic identifier
Computer vision and natural language processing to identify demographic differences in topic engagement
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
Interactive directions
Web portal allowing users to find information about and get directions to local public services
Time series kernal smoothing
R package for calculating and visualizing time series multivariate kernal smoothing
Economic Impacts of Air Pollution
Presented and won an award at COP 23 in Bonn, Germany as part of the United Nation’s Data for Climate Action Challenge
Advanced regression modeling
Linear and nonlinear modeling of longitudinal and skewed datasets in R
Automating policy analysis
R package for neural information retrieval to automate policy summarization and analysis
Multi-task text classification
Deep learning framework for jointly learning extractive summarization and multi-label text classification
Interactive web mapping
Interactive web map allowing users to monitor urban inclusivity at the neighborhood scale.