The Unexpected Connection
100 million years ago, shallow seas covered the American South. When they receded, they left behind rich chalk deposits perfect for cotton.
That ancient coastline determined where plantations concentrated enslaved people in 1860.
160 years later, the same counties have the highest Black populations, deepest poverty, worst health outcomes, and most predictable voting patterns.
Ancient geology → plantation slavery → modern inequality. The pattern persists.
Explore the Layers
Six data layers tell the story from ancient geology to modern politics. Toggle between layers to see the pattern persist across 160 years.
100 Million Years in 6 Steps
Demographics Predict Poverty
Counties with higher Black populations have significantly higher poverty rates. This isn't coincidence—it's the direct result of centuries of systemic inequality.
The scatter plot below shows 3,000+ counties. Each dot represents a county's Black population percentage and poverty rate. The correlation reveals how historical patterns of slavery and segregation created persistent economic disadvantage.
The ancient coastline → slavery concentration → modern demographics → economic outcomes. Geography became destiny.
Black Population % vs. Poverty Rate (2020 Census Data)
The Geography of Life and Death
Black Belt residents live 7-8 years less than the national average.
Not because of geology. Because of poverty, healthcare access, food deserts, environmental hazards, stress—all downstream of the plantation economy.
A coastline from 100 million years ago → slavery → persistent poverty → how long you live.
Voting the Ancient Coastline
In 2020, a thin blue crescent cut through the Deep South's Republican stronghold.
That crescent = high Black population counties = former plantation belt = Cretaceous chalk deposits.
You can see the ancient coastline in election maps. 100 million years of geology determines 21st-century politics.
The Persistence of Place
This isn't just about the past. It's about now.
The plantation economy didn't end with emancipation. It transformed. Sharecropping, Jim Crow, redlining, mass incarceration, healthcare deserts— new systems that maintained the same geographic inequality.
Today, where you're born determines your life chances more than it has in generations. Black Belt counties trap residents in cycles of poverty, poor health, limited opportunity.
100 million years of geology → 400 years of slavery and its afterlife → modern inequality. The scars remain.
Data & Methodology
🗺️ Geological Data
Source: U.S. Geological Survey (USGS) State Geologic Maps
Coverage: Cretaceous formations identified across Southern states
Method: Spatial intersection with county boundaries
📜 Historical Data (1860)
Source: National Historical Geographic Information System (NHGIS)
Coverage: Census data for enslaved and free populations by county
Ethics: Data used to understand systemic patterns, not to reduce people to statistics
👥 Modern Demographics (2020)
Source: U.S. Census Bureau American Community Survey (ACS) 5-year estimates
Variables: Race/ethnicity, poverty rate, median household income
Coverage: 3,143 counties
🏥 Health Outcomes
Source: County Health Rankings & Roadmaps (University of Wisconsin)
Variables: Life expectancy, premature death rate, health behaviors
Year: 2023 data release
🗳️ Political Data
Source: MIT Election Lab, tonmcg/US County Level Election Results
Elections: 2008, 2016, 2020 presidential results by county
Metric: Margin (positive = Republican, negative = Democratic)
📊 Statistical Analysis
Correlation: Pearson's r for continuous variables
Visualization: D3.js v7, Albers USA projection
Code: Python (GeoPandas, pandas) for data processing