Research Data Projects
D3 and Tableau Visualization
Using custom D3 and Tableau to visualize the American Community Survey data from 2014. This piece analyzes healthcare and poverty.
E-Governance and Open Data
Do Governments that have more e-services also share more open source data? Checkout this analysis of the United Nations E-Government Index and the Open Data Barometer rankings to learn more.
Mortgage classification using Machine learning
Objective: Using one million rows of Home Mortgage Disclosure Act data to build a machine learning algorithm to correctly predict future mortgage determinations.
This project seeks to address that question by using real-world records from the Home Mortgage Disclosure Act. Pulling data from 2018, 2019, and 2020, the cleaned dataset totaled approximately 890,000 rows.