2  County Recent Data

State

state state_name

County

county county_name

Population

population

Predictor: Housing Affordablility

Metric: Ratio of affordable and available housing units to households with low-, very low–, and extremely low income levels

Variables: share_affordable_30_ami, share_affordable_50_ami, share_affordable_80_ami, share_affordable_quality

Disaggregation: None

Variable: share_affordable_30_ami

Summary
Min. Median Mean Max. NA’s
0.43 1.83 1.79 3.52 3
Data Quality
share_affordable_quality quality_label n
1 Strong 560
2 Marginal 2580
3 Weak 1
NA NA 2

Variable: share_affordable_50_ami

Summary
Min. Median Mean Max. NA’s
0.78 1.85 1.83 3.02 3
Data Quality
share_affordable_quality quality_label n
1 Strong 560
2 Marginal 2580
3 Weak 1
NA NA 2

Variable: share_affordable_80_ami

Summary
Min. Median Mean Max. NA’s
1.02 1.70 1.69 2.38 3
Data Quality
share_affordable_quality quality_label n
1 Strong 560
2 Marginal 2580
3 Weak 1
NA NA 2

Predictor: Housing Stability

Metric: Number and share of public school children who are ever homeless during the school year

Variables: count_homeless, share_homeless, count_homeless_lb, count_homeless_ub, homeless_quality

Disaggregation: None

Variable: count_homeless

Summary
Min. Median Mean Max. NA’s
1 84 460 55,180 297
Data Quality
homeless_quality quality_label n
1 Strong 2503
2 Marginal 100
3 Weak 243
NA NA 297

Variable: share_homeless

Summary
Min. Median Mean Max. NA’s
0.00 0.02 0.03 0.47 297
Data Quality
homeless_quality quality_label n
1 Strong 2503
2 Marginal 100
3 Weak 243
NA NA 297

Predictor: Economic Inclusion

Metric: Share of residents experiencing poverty living in high-poverty neighborhoods

Variables: share_poverty_exposure, share_poverty_exposure_quality

Disaggregation: Race

Variable: share_poverty_exposure

Summary
Min. Median Mean Max. NA’s
0.00 0.00 0.04 1.00 7
Data Quality
share_poverty_exposure_quality quality_label n
1 Strong 2826
2 Marginal 294
3 Weak 16
NA NA 7

Predictor: Racial Diversity

Metric: Neighborhood exposure index, or the share of a person’s neighbors who are people of other races and ethnicities

Variables: share_black_nh_exposure, share_black_nh_exposure_quality, share_hispanic_exposure, share_hispanic_exposure_quality, share_other_nh_exposure, share_other_nh_exposure_quality, share_white_nh_exposure, share_white_nh_exposure_quality

Disaggregation: None

Variable: share_black_nh_exposure

Summary
Min. Median Mean Max. NA’s
0.12 0.93 0.84 1.00 453
Data Quality
share_black_nh_exposure_quality quality_label n
1 Strong 1643
2 Marginal 684
3 Weak 363
NA NA 453

Variable: share_hispanic_exposure

Summary
Min. Median Mean Max. NA’s
0.02 0.92 0.86 1.00 91
Data Quality
share_hispanic_exposure_quality quality_label n
1 Strong 2165
2 Marginal 718
3 Weak 169
NA NA 91

Variable: share_other_nh_exposure

Summary
Min. Median Mean Max. NA’s
0.04 0.94 0.91 1.00 65
Data Quality
share_other_nh_exposure_quality quality_label n
1 Strong 2013
2 Marginal 881
3 Weak 184
NA NA 65

Variable: share_white_nh_exposure

Summary
Min. Median Mean Max. NA’s
0.00 0.16 0.22 0.97 2
Data Quality
share_white_nh_exposure_quality quality_label n
1 Strong 3127
2 Marginal 12
3 Weak 2
NA NA 2

Predictor: Social Capital

Metric: Number of membership associations per 10,000 people

Variables: count_membership_associations_per_10k, count_membership_associations_per_10k_quality

Disaggregation: None

Variable: count_membership_associations_per_10k

Summary
Min. Median Mean Max. NA’s
1.00 11.00 11.81 59.80 152
Data Quality
count_membership_associations_per_10k_quality quality_label n
1 Strong 2991
NA NA 152

Metric: Ratio of Facebook friends with higher socioeconomic status to Facebook friends with lower socioeconomic status (“economic connectedness”)

Variables: ratio_high_low_ses_fb_friends, ratio_high_low_ses_fb_friends_quality

Disaggregation: None

Variable: ratio_high_low_ses_fb_friends

Summary
Min. Median Mean Max. NA’s
0.29 0.81 0.81 1.36 126
Data Quality
ratio_high_low_ses_fb_friends_quality quality_label n
1 Strong 3017
NA NA 126

Predictor: Transportation Access

Metric: Transit trips index

Variables: transportation_cost, transportation_cost_quality, index_transit_trips, index_transit_trips_quality

Disaggregation: Race share

Variable: index_transit_trips

Summary
Min. Median Mean Max. NA’s
0.00 18.70 23.12 98.72 2
Data Quality
index_transit_trips_quality quality_label n
1 Strong 3132
2 Marginal 5
3 Weak 4
NA NA 2

Variable: transportation_cost

Summary
Min. Median Mean Max. NA’s
0.00 18.21 24.04 98.24 2
Data Quality
transportation_cost_quality quality_label n
1 Strong 3131
2 Marginal 6
3 Weak 4
NA NA 2

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

Disaggregation: Race/ethnicity

Variable: share_in_preschool

Summary
Min. Median Mean Max. NA’s
0.01 0.37 0.37 0.83 6
Data Quality
share_in_preschool_quality quality_label n
1 Strong 415
2 Marginal 1595
3 Weak 1131
NA NA 2

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

Disaggregation: Race/ethnicity, Income

Variable: rate_learning

Summary
Min. Median Mean Max. NA’s
−1.25 0.96 0.96 2.72 104
Data Quality
rate_learning_quality quality_label n
1 Strong 2513
2 Marginal 184
3 Weak 342
NA NA 104

Predictor: School Economic Diversity

Metric: Share of students attending high-poverty schools, by student race or ethnicity

Variables: meps20_black, meps20_black_quality, meps20_hispanic, meps20_hispanic_quality, meps20_white, meps20_white_quality

Disaggregation: None

Variable: meps20_black

Summary
Min. Median Mean Max. NA’s
0.00 0.42 0.44 1.00 98
Data Quality
meps20_black_quality quality_label n
1 Strong 2065
2 Marginal 334
3 Weak 646
NA NA 98

Variable: meps20_hispanic

Summary
Min. Median Mean Max. NA’s
0.00 0.41 0.43 1.00 21
Data Quality
meps20_hispanic_quality quality_label n
1 Strong 2718
2 Marginal 185
3 Weak 219
NA NA 21

Variable: meps20_white

Summary
Min. Median Mean Max. NA’s
0.00 0.26 0.36 1.00 6
Data Quality
meps20_white_quality quality_label n
1 Strong 3103
2 Marginal 18
3 Weak 16
NA NA 6

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

Disaggregation: Race/ethnicity

Variable: share_hs_degree

Summary
Min. Median Mean Max. NA’s
0.40 0.92 0.90 1.00 3
Data Quality
share_hs_degree_quality quality_label n
1 Strong 472
2 Marginal 1749
3 Weak 920
NA NA 2

Predictor: Digital Access

Metric: Share of households with broadband access in the home

Variables: share_digital_access, share_digital_access_quality

Disaggregation: Race

Variable: share_digital_access

Summary
Min. Median Mean Max. NA’s
0.23 0.84 0.82 0.99 2
Data Quality
share_digital_access_quality quality_label n
1 Strong 3080
2 Marginal 55
3 Weak 6
NA NA 2

Predictor: Employment Opportunities

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

Variables: share_employed, share_employed_quality

Disaggregation: Race/ethnicity

Variable: share_employed

Summary
Min. Median Mean Max. NA’s
0.41 0.78 0.77 0.93 536
Data Quality
share_employed_quality quality_label n
1 Strong 560
2 Marginal 454
3 Weak 2129

Predictor: Jobs Paying Living Wages

Metric: Ratio of pay on the average job to the cost of living

Variables: ratio_average_to_living_wage, wage_ratio_quality

Disaggregation: None

Variable: ratio_average_to_living_wage

Summary
Min. Median Mean Max. NA’s
0.36 0.61 0.62 1.53 3
Data Quality
ratio_average_to_living_wage_quality quality_label n
1 Strong 3126
3 Weak 15
NA NA 2

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

Disaggregation: Race/ethnicity

Variable: pctl_income_20

Summary
Min. Median Mean Max. NA’s
10,029.44 24,474.99 25,274.78 79,202.52 361
Data Quality
pctl_income_quality quality_label n
1 Strong 560
2 Marginal 454
3 Weak 2129

Variable: pctl_income_50

Summary
Min. Median Mean Max. NA’s
26,125.96 58,173.86 59,756.76 174,000.23 361
Data Quality
pctl_income_quality quality_label n
1 Strong 560
2 Marginal 454
3 Weak 2129

Variable: pctl_income_80

Summary
Min. Median Mean Max. NA’s
67,533.22 110,158.70 115,066.49 329,496.85 361
Data Quality
pctl_income_quality quality_label n
1 Strong 560
2 Marginal 454
3 Weak 2129

Predictor: Financial Security

Metric: Share with debt in collections

Variables: share_debt_col, share_debt_col_lb, share_debt_col_ub, share_debt_col_quality

Disaggregation: Race share

Variable: share_debt_col

Summary
Min. Median Mean Max. NA’s
0.02 0.28 0.28 0.64 85
Data Quality
share_debt_col_quality quality_label n
1 Strong 3058
NA NA 85

Predictor: Wealth Building Opportunities

Metric: Ratio of the share of a community’s housing value held by a racial or ethnic group to the share of households of the same group

Variables: ratio_black_nh_house_value_households, ratio_hispanic_house_value_households, ratio_other_nh_house_value_households, ratio_white_nh_house_value_households, ratio_black_nh_house_value_households_quality, ratio_hispanic_house_value_households_quality, ratio_other_nh_house_value_households_quality, ratio_white_nh_house_value_households_quality

Disaggregation: None

Variable: ratio_black_nh_house_value_households

Summary
Min. Median Mean Max. NA’s
0.0%:0.0% NA NA 9.9%:22.0% 5
Data Quality
ratio_black_nh_house_value_households_quality quality_label n
1 Strong 265
2 Marginal 106
3 Weak 2767
NA NA 5

Variable: ratio_hispanic_house_value_households

Summary
Min. Median Mean Max. NA’s
0.0%:0.0% NA NA 93.2%:93.3% 5
Data Quality
ratio_hispanic_house_value_households_quality quality_label n
1 Strong 299
2 Marginal 67
3 Weak 2772
NA NA 5

Variable: ratio_other_nh_house_value_households

Summary
Min. Median Mean Max. NA’s
0.2%:1.8% NA NA 9.9%:10.4% 5
Data Quality
ratio_other_nh_house_value_households_quality quality_label n
1 Strong 366
2 Marginal 163
3 Weak 2609
NA NA 5

Variable: ratio_white_nh_house_value_households

Summary
Min. Median Mean Max. NA’s
10.1%:8.1% NA NA 99.5%:96.4% 5
Data Quality
ratio_white_nh_house_value_households_quality quality_label n
1 Strong 559
2 Marginal 455
3 Weak 2124
NA NA 5

Predictor: Access to Health Services

Metric: Ratio of population per primary care physician

Variables: ratio_population_pc_physician, ratio_population_pc_physician_quality

Disaggregation: None

Variable: ratio_population_pc_physician

Summary
Min. Median Mean Max. NA’s
0 2195:1 NA 999:1 2
Data Quality
ratio_population_pc_physician_quality quality_label n
1 Strong 2352
2 Marginal 427
3 Weak 207
NA NA 157

Predictor: Neonatal Health

Metric: Share of low-weight births

Variables: rate_low_birth_weight, rate_low_birth_weight_lb, rate_low_birth_weight_ub, rate_low_birth_weight_quality

Disaggregation: Race/ethnicity

Variable: rate_low_birth_weight

Summary
Min. Median Mean Max. NA’s
0.04 0.08 0.08 0.15 0
Data Quality
rate_low_birth_weight_quality quality_label n
1 Strong 577
2 Marginal 1
3 Weak 2565

Predictor: Environmental Quality

Metric: Air quality index

Variables: index_air_quality, index_air_quality_quality

Disaggregation: Race share

Variable: index_air_quality

Summary
Min. Median Mean Max. NA’s
0.00 64.00 62.96 100.00 2
Data Quality
index_air_quality_quality quality_label n
1 Strong 3141
NA NA 2

Predictor: Safety from Trauma

Metric: Number of deaths caused by injury per 100,000 people

Variables: rate_injury_death, rate_injury_death_lb, rate_injury_death_ub, rate_injury_death_quality

Disaggregation: None

Variable: rate_injury_death

Summary
Min. Median Mean Max. NA’s
19.93 89.38 92.05 280.11 107
Data Quality
rate_injury_death_quality quality_label n
1 Strong 2630
2 Marginal 372
3 Weak 34
NA NA 107

Predictor: Political Participation

Metric: Share of the voting-eligible population who turn out to vote

Variables: share_election_turnout, share_election_turnoutt_quality

Disaggregation: None

Variable: share_election_turnout

Summary
Min. Median Mean Max. NA’s
0.19 0.66 0.66 1.00 31
Data Quality
share_election_turnout_quality quality_label n
1 Strong 3021
2 Marginal 81
3 Weak 10
NA NA 31

Predictor: Descriptive Representation

Metric: Ratio of the share of local elected officials of a racial or ethnic group to the share of residents of the same racial or ethnic group

Variables: share_desc_rep_asian_other, share_desc_rep_asian_other_quality, share_desc_rep_black_nonhispanic, share_desc_rep_hispanic, share_desc_rep_white_nonhispanic

Disaggregation: None

Predictor: Safety from Crime

Metric: Rates of reported violent crime and property crime

Variables: rate_violent_crime, rate_property_crime, rate_crime_quality

Disaggregation: None

Variable: rate_violent_crime

Summary
Min. Median Mean Max. NA’s
0.00 708.72 825.03 12,968.59 443
Data Quality
rate_crime_quality quality_label n
1 Strong 920
2 Marginal 492
3 Weak 1288
NA NA 443

Variable: rate_property_crime

Summary
Min. Median Mean Max. NA’s
0.00 1,539.04 1,831.17 21,686.75 443
Data Quality
rate_crime_quality quality_label n
1 Strong 920
2 Marginal 492
3 Weak 1288
NA NA 443

Predictor: Just Policing

Metric: Rate of juvenile justice arrests

Variables: rate_juv_arrest, rate_juv_arrest_quality

Disaggregation: Race

Variable: rate_juv_arrest

Summary
Min. Median Mean Max. NA’s
0.00 549.20 1,070.43 19,073.87 459
Data Quality
rate_juv_arrest_quality quality_label n
1 Strong 864
2 Marginal 480
3 Weak 1340
NA NA 459