3  County Race/Ethnicity Data

Year

year

State

state state_name

County

county county_name

Population

population

Predictor: Access to Preschool

Metric: Share of 3- to 4-year-olds enrolled in nursery school or preschool

Variables: share_in_preschool, share_in_preschool_quality

Years: 2018, 2021

Variable: share_in_preschool

Summary
Min. Median Mean Max. NA’s
0.03 0.41 0.42 0.87 141190
Data Quality
share_in_preschool_quality quality_label n
1 Strong 2307
2 Marginal 8040
3 Weak 5613
NA NA 141190

Predictor: Effective Public Education

Metric: Average per grade change in English Language Arts achievement between third and eighth grades

Variables: rate_learning, rate_learning_lb, rate_learning_ub, rate_learning_quality

Years: 2013, 2014, 2015, 2016, 2017

Variable: rate_learning

Summary
Min. Median Mean Max. NA’s
−1.89 1.00 1.00 3.10 113428
Data Quality
rate_learning_quality quality_label n
1 Strong 34495
2 Marginal 2791
3 Weak 6436
NA NA 113428

Predictor: Preparation for College

Metric: Share of 19- and 20-year-olds with a high school degree

Variables: share_hs_degree, share_hs_degree_quality

Years: 2018, 2021

Variable: share_hs_degree

Summary
Min. Median Mean Max. NA’s
0.48 0.90 0.89 1.00 140940
Data Quality
share_hs_degree_quality quality_label n
1 Strong 2349
2 Marginal 7004
3 Weak 6857
NA NA 140940

Predictor: Employment Opportunities

Metric: Employment-to-population ratio for adults ages 25 to 54

Variables: share_employed, share_employed_quality

Years: 2018, 2021

Variable: share_employed

Summary
Min. Median Mean Max. NA’s
0.44 0.77 0.77 0.98 137807
Data Quality
share_employed_quality quality_label n
1 Strong 4713
2 Marginal 2364
3 Weak 12266
NA NA 137807

Predictor: Opportunities for Income

Metric: Household income at the 20th, 50th, and 80th percentiles

Variables: pctl_income_20, pctl_income_50, pctl_income_80, pctl_income_quality

Years: 2018, 2021

Variable: pctl_income_20

Summary
Min. Median Mean Max. NA’s
0.00 23,033.00 23,626.56 98,051.63 138036
Data Quality
pctl_income_quality quality_label n
1 Strong 4562
2 Marginal 2335
3 Weak 12217
NA NA 138036

Variable: pctl_income_50

Summary
Min. Median Mean Max. NA’s
15,657.98 53,057.59 54,817.86 205,149.76 138036
Data Quality
pctl_income_quality quality_label n
1 Strong 4562
2 Marginal 2335
3 Weak 12217
NA NA 138036

Variable: pctl_income_80

Summary
Min. Median Mean Max. NA’s
35,332.91 101,835.46 105,571.48 367,317.59 138036
Data Quality
pctl_income_quality quality_label n
1 Strong 4562
2 Marginal 2335
3 Weak 12217
NA NA 138036

Predictor: Neonatal Health

Metric: Share with low birth weight

Variables: rate_low_birth_weight, rate_low_birth_weight_lb, rate_low_birth_weight_ub, rate_low_birth_weight_quality

Years: 2018, 2020

Variable: rate_low_birth_weight

Summary
Min. Median Mean Max. NA’s
0.03 0.08 0.09 0.35 127468
Data Quality
rate_low_birth_weight_quality quality_label n
1 Strong 3853
2 Marginal 985
3 Weak 26582
NA NA 125730