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July 15, 2026

literature-v3-2026-07-15July 15, 2026

Literature v3 · Research topic

Does Food Stamps Help More Kids Graduate in Cities or Small Towns?

Using free data from the Census and USDA, you can find out if counties with more families on food stamps also have higher graduation rates—and whether that link is stronger in big cities or rural areas.

Data DetectivePolicy AnalystRural-Urban Explorer
Zero-cost dataUrbanization and land use
8 weeksIntermediate$0 public datasets · Supplies: laptop onlyPortfolio 7/10

Why this matters

Imagine a county where one in four families relies on SNAP to put food on the table. Does that safety net help children climb the economic ladder, or does its effect depend on whether they live in a bustling city or a remote rural town? Using free public data from the Census and USDA, you can explore this question and uncover patterns that shape millions of lives.

Project scores

Originality6/10
Feasibility8/10
Impact7/10
Essay value7/10
Rigor6/10

Difficulty

Intermediate

This project involves analyzing large-scale public datasets (Census and USDA) to explore the relationship between SNAP enrollment and high school graduation rates. You will need to merge datasets, handle missing data, and perform statistical analysis (e.g., regression) to examine variation by rural-urban classification. Expect to spend 8 weeks on data cleaning, analysis, and writing. Prerequisites

3 of 5 difficulty

Strengths

  • Uses real-world, publicly available data to address a policy-relevant question
  • Examines heterogeneity across rural-urban areas, adding nuance
  • Replicates a published study, providing a clear methodological framework

Skills built

  • Data cleaning and merging
  • Statistical analysis (regression)
  • Interpretation of interaction effects
  • Policy analysis
  • Data visualization
  • Critical thinking about causal inference

Zero-cost data

Zero-cost data

Research gap

Imagine a county where one in four families relies on SNAP to put food on the table. Does that safety net help children climb the economic ladder, or does its effect depend on whether they live in a bustling city or a remote rural town? Using free public data from the Census and USDA, you can explore this question and uncover patterns that shape millions of lives.

Curriculum alignment

Urbanization and land usePolitical culture and participationData and informationScientific foundations of psychology

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