Cavan Donohoe - Data Scientist
Welcome to my Website! It’s all done in R and GitHub, so that’s pretty cool. Most of the data updates itself on a schedule too.
I thought it might be worth investing some time to make a website to point to an area of my life where it gets a little more professional. But then I thought, why just do that? Why not incorporate some other aspects of my life that makes me me. So yes, this will have my ever growing resume, but let’s have a little bit of fun while we’re here.
What I’ve Been Building
Here’s my GitHub contribution activity, a live snapshot of the commits behind this site and my other projects.
Projects
US Rental Investment Markets
Cap rates, vacancy, and demand signals for 3,800+ cities using Zillow and Census data.
LA Neighborhoods: Price per Sq Ft
Zillow + Redfin data for LA neighborhoods: median prices, rent, and what $1M buys you.
LA Housing Prices: Animated Heat Map
Zillow home values across LA County ZIP codes, animated year by year, with Case-Shiller and Shiller’s long-run series for context.
Rent vs. Buy Calculator
Interactive Shiny app for side-by-side financial simulation of renting vs. buying.
World Cup 3D Momentum Portrait
Follow the ball through the 2022 World Cup Final in 3D: possession, passes, and every goal, animated from real StatsBomb event data.
IMDb Top 250 TV Series
Scraped ratings, seasons, and trends for the top 250 TV shows on IMDb.
Best Picture Nominees
Oscar Best Picture data: distributors, producers, and historical nominee analysis.
Top 250 IMDb + Rotten Tomatoes
Cross-referencing IMDb’s top 250 movies with Rotten Tomatoes scores.
IMDb Rating Plot
Interactive episode-by-episode rating visualization for any TV series.
Did They Quit While They Were Ahead?
Which shows ended on their best season and which limped out: every tracked series ranked by how far it fell from its own peak.
Director Box Office Trajectory
Career arcs of major directors, film by film, measured in box office receipts.
AVCA Volleyball All-Americans
Web-scraped history of men’s volleyball All-American selections and champions.
Firefighter Schedule
Shift calendar generator for firefighter 48/96 schedules.
Google Maps Saved Places
My “Want to Go” and “Favorites” lists exported and visualized.
Detour Finder
Draw a route and find which of my saved places sit within a corridor of it, so a long drive can pick up a few stops.
My IMDb Ratings
Personal movie ratings and watchlist from my IMDb account.
Get Bloggy With It
Travel blog entries from my adventures around the world.
TOHS Class of 2012 Reunion
Tracking down classmates for the reunion, and who we’re still missing emails for.
Best Picture vs Top 1000 Box Office
Do Oscar winners also dominate the box office? An interactive comparison.
Sierpinski Triangle
Fractal geometry generated in R: the classic chaos game visualization.
Airplane Boarding Simulation
Animated head-to-head race of Steffen, WILMA, Back-to-Front, Reverse Pyramid, and Random.
Confederate Statues Timeline
When were Confederate monuments erected? A data-driven look at the timeline.
SDTM with R
Building CDISC SDTM clinical trial datasets in R, with worked examples.
Learn R
Tutorial series: intro, data manipulation, visualization, and statistics in R.