Spring 2020

World War…against COVID-19

by Javier Langarica

An Exploration of Diversity & Inclusion in the U.S. Military

by William Stricklett

Expectations in Air

by Bruna Janikian, Olivia O’Hearn, & Yumna Dahab

FEMA Disaster Relief

by Derek Ripp, Blake Ripp, & Bugra Kardas

Gender Representation in the Film Industry

by Sarah Cassway, Alexa Solomon, & Caroline Walton

OPEC vs US: Who controls the narrative of global petroleum market

by Azamat Kulzhanov, Diing Manyang, & Alp Can

Analysis of Home Mortgage Disclosure Act Data

by Alyssa Cristobal

Game Attendance in Major League Baseball

by Saramarie Puzzanghera

An Investigation on the Change in Electricity Generation Mix in the US over Time

by William Stein

Votings Trends in the 2016 Virginia Presidential Election

by Jennifer J. Kim

World Happiness Analysis

by Allison Forsyth, Beth Ellinport, & Emily Aprigliano

Spring 2021

Would you get into an autonomous vehicle?

by Leah Kaplan

🗑️ Janitor Award winner for messiest data cleaning 🎉

EV Market Protectionism in China

by Lujin Zhao

Electric Vehicle Forecasts in the US

by Helena Rowe and Bridget Carl

Should Money be able to buy Olympic Medals?

by Izzy Doran, Omar Alkhadra, and Alejandro Medina

Genders in the Workforce

by Alexa Rosdahl, Katie Fagan, and Gabriel Bahia De Sousa

✨ Shiny Award winner for best individual data viz 🎉

Lewis Hamilton: The Car or The Driver

by Matthew Perlow, Omar Al-za’atreh, and Cooper May

Global Climate Impact: An Exploration of Nations’ Contributions to Climate Change

by Carolyne Im, Kaveena Patel, and David Rosenberg

NFL Suspensions

by Ebunoluwa Akinbode, Kyara McDowell, and Kareemot Siyanbola

Poverty and its Implications on Energy Use and Carbon Emissions

by Kazi Asifa Ashrafi, Michael O’Keefe, and Eliese Ottinger

Fall 2022

CO2 Offset Project Investigation

by Abdallah Omari, Majd Shatara, Mansour Alhawwas, and Sebastian Makrides

College Completion Rates by Race, Gender, and US States

by Ivanna Hidalgo, Natasha Stallings, Lauren Monk, and Kidist Bekele

Relationship between Covid 19 pandemic and the income equality among states

by Jiyoon Koo, Amaya Walker, and Sahand Salemi

🗑️ Janitor Award winner for messiest data cleaning 🎉

DC Vehicle Crashes

by Ben Buechner, Parker Reese, Max Feng, and Vijay Jayamani
✨ Shiny Award winner for best individual data viz 🎉

Revenue streams for Drake vs. Beyonce

by Gujri Ahluwalia, Salah Mohammed, and Esha Patel

Leveling the Playing Field: How the MLB Competitive Balance Tax affects Team Performance

by Julia Arnsberger, James Ferguson, and Anirudh Kumar

Population Growth Rates in Differing Countries

by Brynna Johnson, Islay Van Dusen, and Claire Foley

Fighting for Gold: Ranking in the Premier League

by Karim Rizk, Ryan Cedeno, Amen Dahab, and Marvin Castillo

Fall 2023

Cuban’s Migration

by Sabina Pereira, Federica Negron, and Marena Marzari

Characterizing Crimes in Los Angeles

by Dilrose Karakattil and Harshita Bharadwaj

Parking Violations in Washington DC

by Arsema Demeke, Kaitlyn Frost, Amna Maqsood, and Lola Nurullaeva

Market Pricing Strategies for Different Brands of Mobile Phones

by Ji Qi (祁绩) and Zeyu Cheng (程泽宇)

From Past to Present: Analyzing Key Economic Metrics and the Shadows of Recessions

by Nishanth Nandakumar and Sai Kiran Reddy Vellanki

✨ Shiny Award winner for best individual data viz 🎉

Advancements in Solar and Wind Energy in the USA

by Pingfan Hu and Abbey Kollar

The Trends, Spatial Difference, and Associated Outcome of Smoking

by Kejia Hu and Jiaxin Wang

Ukraine After 21 Months

by Bogdan Bunea, Ian Milko, Collin Schwab, and Rayyan Hussien
🗑️ Janitor Award winner for messiest data cleaning 🎉

Paying for Prestige: Analysis of University Rankings

by Ayomide Ojo, Sahale Reese, Benyat Yimaj, and Youssouf Toure

WMATA Ridership

by Abdullah Alghamdi, Ziqian Yang, and Arman Naseh

Fall 2024

Air Sciencia: Evaluating Airline Performance

by Sasha Green, Arman Naseh, Jake Anszelowicz, and Amine Louri

Car Bloat in the United States: Do Americans have an obsession with big vehicles?

by Ifeoluwa Olaniyan and Emmanuel Agbeko

Evolving Trends in Cyber Events: Insights from a Decade of Data

by Annie Goodman and Etiene Effiong
✨ Shiny Award winner for best individual data viz 🎉

Changes in the European Energy Market due the Russia-Ukraine War

by Gavin Ulrich and Byeonghun Kwon

Assessing EV accessibility and affordability in the United States

by Daniel Fisher and Zain Hoda

Global Energy Analysis: How do countries achieve economic growth while maintaining low energy intensity?

by Angel Ho and Easha Rajalaxmi Vivesh

Understanding Movie Performance Through Data: Financial Trends, Ratings, and Profitability from TMDB and Rotten Tomatoes

by Ibrahim Ahmed and Paul Asamoah Boadu

Cracking The NCAA Team Rankings Code: The Attributes of the Best NCAA Football Playoff Teams Over a Decade

by Kyla Rounsoville, Maddie Wilson, and Alana Lee
🗑️ Janitor Award winner for messiest data cleaning 🎉

Understanding Traffic Crashes in New York City

by Ali Irtaza and Tarun Kumanduri

Analyzing Olympic Success: Analyzing the Correlation Between Medal Count and Socioeconomic Factors

by Hannah Hodge, Sandy Alksninis, Jedidiah Bechtel, and Aedan Bayhan

Shark Incidents in California

by Luis Bracho, Diego Farah, and Diego Paredes