Data projects

The State of Local News in the U.S. (static dashboard)

Static visualization — including a waffle plot, dumbbell plot, line graph, choropleth map, and bar plot — on the state of local news from various data sources.

PythonpandasPlot.lyPlotnineSeabornArcGIS ProIllustratorData visualization

Comparing Complement and Multinomial Bayes models for sentiment analysis of movie reviews

Training and comparing two Naive Bayes models to predict labels of movie reviews.

PythonpandasseabornmatplotlibsklearnscipyNatural Language ProcessingData visualization

Evaluating the accuracy of logistic regression classifiers on different parts of speech

I used the IMDB Movie Reviews dataset to test the performance of logistic regression models trained on nouns/adjectives and verbs/adverbs. This analysis was done without tuning hyperparameters and compares performance against a Naive Bayes model.

PythonpandasseabornmatplotlibsklearnSpaCyscipyData visualization

William & Mary Campus Map Redesign

Map challenge - design an informative map for a section of campus using W&M's style guide (for GIS 405 Geoviz & Cartography)

ArcGIS ProIllustratorData visualization

Monochromatic Bathymetry Map

Map challenge - design a map using only one color (for GIS 405 Geoviz & Cartography)

ArcGIS ProIllustratorData visualization

Mapping the care labor divide

Map challenge - design a map with data from one of the UN's Sustainable Goals (for GIS 405 Geoviz & Cartography)

ArcGIS ProData visualization

3D Modeling Venice's flood risk

Mapping tutorial - accessing flood risk damage for a high tide in Venice (for GIS 405 Geoviz & Cartography)

ArcGIS ProData visualization

Global tsunami history

Map challenge - design a map using only point data (no base maps or annotations!) - for GIS 405 Geoviz & Cartography

ArcGIS ProData visualization

Comparing classifiers on farm density data

Compare quantile and Jenks classification binning - for GIS 405 Geoviz & Cartography

ArcGIS ProData visualization

A timeline of abortion legislation post-Roe (data illustration)

A data illustration created without any code. I wanted to experiment with temporal data and vector art and get some Illustrator practice in.

IllustratorData visualization

Random forest classification in GEE

Where I try my hand at a simple supervised classification of the Research Triangle in North Carolina on GEE (Sentinel-2)!

Google Earth Engine

Congressional Captcha (a work in progress)

Building a webapp to analyze text similarity between state and federal legislation and "model legislation" developed by interest groups.

PythonstreamlitApache TikaspaCyNLP

Two Nations, Indivisible | The 1907 Pacific Coast Race Riots & the Transnationality of U.S.-Canada Border Politics

This project, produced from scholarly and archival records, takes a spatial approach in its analysis of a moment in the history of U.S. immigration and border politics. The interactive report was produced with ArcGIS StoryMaps.

ArcGIS StoryMapsData visualizationNewspaper ArchivesUniversity Collections