Spatial Autocorrelation and Predictive Modeling of NC Voter Distribution (Interactive)
Analyzing 8.3M voter records to measure electoral clustering and predict turnout.
Work
Papers and projects spanning spatial analysis, policy, and qualitative research.
Papers
Impact of COVID-19 on Commute Times (Policy Memo)(2024)
Regression analysis comparing pre-pandemic (2019) and post-vaccine (2022) commute times.
Registering Informality: Indian Unincorporated Enterprises and State Recordkeeping(2024)
Critical geography paper examining NSSO survey design and informal labor measurement.
Communal Threats & Community Resilience: Panchayat Raj Institutions(2023)
Anthropology / postcolonial essay on PRIs, reconciliation, and political society.
Projects
Spatial Dynamics of Remote Work Adoption (Interactive)
Choropleth and interactive visualizations of county-level remote work changes.
Understanding Tuition Determinants (Interactive)
Interactive dashboard / visualization of tuition predictors and spatial patterns.
E-Waste Mapping & Operational Platform Analysis (Interactive)
Web scraping of data center locations, geospatial mapping, choropleth visualization of per capita e-waste generation, and flow analysis comparing service consumption vs. waste burden.
NC Voter Distribution Presentation
Neighbor matrix logic, decision tree algorithm (Gini impurity), spatial autocorrelation analysis, and interactive GIS visualizations.