Valley of the Shadow
The Eve of War
Fall 1859–Spring 1861

1860 Census and Summaries

Wealth and Slaveholding Correlations


These tables show the correlations among some geographical and economic variables for Augusta and Franklin. Weak correlations between slaveholding and the other variables reveal that neither wealth nor slaveholding bore a strong relationship to geographic variables.

Independent Variable: Household Wealth

Augusta Franklin
Dependent Variable R r2 R r2
Proximity to Railroad 0.057 0.002 $0.09 $0.01
Proximity to a Major Road 0.06 0.002 $0.01 $0.00
Proximity to a Church 0.041 0 $0.10 $0.01
Proximity to a School 0.025 -0.001 $0.07 $0.01
Elevation 0.106 0.01 $0.04 $0.00
Soil Type 0 0.004 $0.07 $0.01
Proximity to a Town 0.046 0.002 $0.14 $0.02
Party Affiliation 0.203 0.04 0.034 -0.005

Independent Variable: Farm Value

Augusta Franklin
Dependent Variable R r2 R r2
Proximity to Railroad 0.082 0.004 $0.14 $0.02
Proximity to a Major Road 0.044 -0.001 $0.03 $0.00
Proximity to a Church 0.054 0 $0.01 $0.00
Proximity to a School 0.065 0.002 $0.05 $0.00
Elevation 0 0.02 $0.11 $0.01
Soil Type 0.019 -0.002 $0.23 $0.05
Proximity to a Town 0.02 -0.002 0.084 0.006
Party Affiliation 0.138 0.017 0.088 -0.013

Independent Variable: Farm Size

Augusta Franklin
Dependent Variable R r2 R r2
Proximity to Railroad 0.04 -0.001 0.038 0
Proximity to a Major Road 0.065 0.002 0.003 -0.001
Proximity to a Church 0.152 0.021 0.022 0
Proximity to a School 0.031 -0.002 0.03 0
Elevation 0.004 -0.002 0.003 -0.001
Soil Type 0.024 -0.002 0.024 0
Proximity to a Town 0.034 -0.001 0.046 0.001
Party Affiliation 0.138 0.017 0.143 0.001

Independent Variable: Slaveholding

Augusta R r2
Household Wealth 0.535 0.286
Farm Value 0.568 0.321
Proximity to Railroad 0.007 -0.001
Proximity to a Major Road 0.048 0.001
Proximity to a Church 0.052 0.002
Proximity to a School 0.028 0
Elevation 0.036 0
Soil Type 0.016 -0.001
Proximity to a Town 0.046 0.001
Party Affiliation 0.18 0.031

The data are based on the GIS of Augusta and Franklin households—maps are derived from a D.H. Davison map of Franklin County, published in 1858, and Jedediah Hotchkiss map of Augusta County, published in 1870 and based on surveys completed “during the war.” The maps have been georeferenced at the Virginia Center for Digital History, using ESRI Arc Info to produce a Geographic Information Systems map and database of households based on U.S. census data from the population, agricultural, and slaveowners schedules.