Data Science

I am trained in quantitative data science and fluent in numerous coding languages and statistical programs. I also served as a data scientist for the Claude Pepper Institute from 2011-2012. A list of my skills and programs with which I am fluent is presented below.

A list of my published research is available on the Research page.

skills

Multivariate regression analysis
Survey Design
Experimental Design
Data Collection
A/B Testing
Game Theory
Econometrics
Data visualization
Research design and writing
Machine learning

software

R
- Tidyverse
- GGplot
- Markdown
Python
- Numpy
- Pandas
- SciKit-Learn
- Matplotlib
SQL
SAS
Tableau
QGIS
Alteryx
Stata
MS Office Suite

data visualization examples

Visualizations from "Wait, There's Torture in Zootopia?"

Movie sample breakdown

Success rate of torture in movies, broken down by movie rating

Types of torture in movies, broken down by perpetrator

Characteristics of torture scenes, broken down by perpetrator

Torture scenes per movie

Visualization from "Are you going to convict Jack Bauer?" (forthcoming)

Pre- and post-test comparisons of support for torture, separated by scene type and movie rating

College Football Visualisations (these are just for fun, as I'm a college football fan and the data is easily available for me to practice visualization techniques with.
- Wins v. Recruiting Class Ranking in the Early Signing Period Era
- "Recruiting the footprint:" a geographical representation of college football recruiting
  - SEC, 2016-2020 (by year, all years)
  - Big 12, 2016-2020 (by year, all years)
  - ACC, 2016-2020 (by year)
  - Top 50 Recruiting Classes, 2021
- All-time recruiting bar chart races
  - Who's had the most 5-star recruits, 2000-2021?
  - Who's had the most blue chip recruits, 2000-2021?