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Data Science Projects
Mapping the Payoff: How Major, College, and Region Shape Career Salaries
What factors determine how much a college graduate earns 10 years into their career? While common wisdom often focuses on major or starting salary, other aspects, like where you attend college and which region you live in, may also play a significant role. This project investigates four interrelated questions about long-term salary growth using data from PayScale Inc., as reported by the Wall Street Journal. We explore how region, field of study, starting vs. growth-focused majors, and college type influence mid-career earnings.
Food Access and Equity: Socioeconomic Patterns in New York's Grocery Landscape
This project analyzes the relationship between grocery store accessibility and socioeconomic factors across New York State census tracts. We investigate how median income levels and racial composition correlate with access to grocery stores, providing insights into potential food access disparities.
Research Questions
How does the socioeconomic status of census tracts in New York State, as measured by median income levels, correlate with access to grocery stores, and to what extent does this relationship vary across different income brackets?
What is the relationship between the racial composition of census tracts in New York State and the accessibility of grocery stores, and are there significant disparities in store access among different racial groups?
Research Questions
How does the socioeconomic status of census tracts in New York State, as measured by median income levels, correlate with access to grocery stores, and to what extent does this relationship vary across different income brackets?
What is the relationship between the racial composition of census tracts in New York State and the accessibility of grocery stores, and are there significant disparities in store access among different racial groups?
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