
Data Visualization
Empirical analysis of key background factors and educational outcomes in the United States (GSS 1972–2024).
1. Parental Education
How strongly does parental schooling correlate with a child’s education level?
2. Childhood Financial Status
Does childhood family income predict future education level?

3. Family Structure & Sibling Dynamics
How do family structure and sibling size affect completed schooling?

4. Geographic Environment
How does childhood residence type correlate with higher education?

5. Demographics & Nativity
Do parental nativity and demographic factors influence college completion?

6. Multi-Decade Generational Trends
How have college attainment rates evolved over the past 50 years?
