placestats

Moderate links that hold up: 711 pairs

The link is moderate (r from 0.4 to 0.7) comparing counties alike in density, income and education. A clear link, but plenty else is going on. The two tend to move the same way, but neither one accounts for the other.

Each figure is r: how closely two measures rise and fall together across counties, from −1 (one goes up as the other goes down) to +1 (they rise together). 0 means no link. “After” compares counties alike in population density, household income and the share with a degree. Open a pair for its map, the counties furthest from the trend and the checks behind it.

PairBefore adjustingAfterCounties
Food insecurity and Social connection score-0.73-0.702,250
Share American Indian or Alaska Native, not Hispanic and Years of potential life lost+0.63+0.701,233
Lack of reliable transportation and Average test score-0.82-0.692,025
Lack of reliable transportation and Social connection score-0.71-0.692,250
Homicide rate and Children in single-parent households+0.79+0.691,143
Housing insecurity and Social connection score-0.74-0.692,250
Share Black, not Hispanic and Homicide rate, annual+0.73+0.69400
Threat of utility shut-off and Children in single-parent households+0.78+0.692,100
Child mortality and Homicide rate, annual+0.80+0.69401
Lacking social and emotional support and Returns claiming the earned income credit+0.75+0.682,287
Self-care disability and Homicide rate, annual+0.76+0.68383
Share White, not Hispanic and Material security score+0.52+0.683,092
Share Black, not Hispanic and Black Protestant adherents+0.73+0.682,351
Health score and Homicide rate, annual-0.73-0.68383
Stroke and Children in single-parent households+0.75+0.682,637
Cancer other than skin cancer and Returns claiming the earned income credit-0.64-0.682,934
Lack of reliable transportation and Homicide rate+0.77+0.68842
Independent-living disability and Homicide rate, annual+0.74+0.68383
Share Black, not Hispanic and Returns claiming the earned income credit+0.68+0.682,351
Housing insecurity and Homicide rate+0.77+0.68842
Years of potential life lost and Homicide rate, annual+0.78+0.67401
Premature mortality and Safety score-0.80-0.672,077
Premature mortality and Homicide rate, annual+0.77+0.67401
Food insecurity and Homicide rate+0.76+0.67842
Child mortality and Homicide rate+0.75+0.671,100
Self-care disability and Children in single-parent households+0.74+0.662,637
Lack of reliable transportation and Homicide rate, annual+0.76+0.66293
Share White, not Hispanic and Average test score+0.57+0.662,754
Median household income and Material security score+0.72+0.663,093
Mobility disability and Homicide rate, annual+0.73+0.66383
Loneliness and Material security score-0.70-0.662,287
Children in single-parent households and Material security score-0.76-0.662,812
Lacking social and emotional support and Average test score-0.75-0.652,025
Frequent physical distress and Material security score-0.80-0.652,906
Injury deaths and Years of potential life lost+0.74+0.652,885
Housing insecurity and Economic connectedness-0.80-0.652,208
Share White, not Hispanic and Children in single-parent households-0.60-0.652,813
Threat of utility shut-off and Average test score-0.79-0.652,025
Diagnosed diabetes and Children in single-parent households+0.75+0.652,637
Cancer other than skin cancer and Material security score+0.58+0.652,906
Coronary heart disease and Material security score-0.81-0.652,906
Received food stamps and Average test score-0.78-0.642,025
Self-care disability and Homicide rate+0.73+0.641,078
Median household income and Share with a bachelor's degree or higher+0.67+0.643,198
Median gross rent and Median household income+0.78+0.643,167
Life expectancy and Safety score+0.78+0.642,077
Food insecurity and Economic connectedness-0.80-0.642,208
Returns claiming the earned income credit and Economic connectedness-0.81-0.643,011
Homicide rate and Material security score-0.75-0.631,143
Children in single-parent households and Child poverty rate, ages 0-17+0.73+0.632,815
Food insecurity and Homicide rate, annual+0.73+0.63293
Loneliness and Returns claiming the earned income credit+0.74+0.632,287
High blood pressure and Returns claiming the earned income credit+0.83+0.632,934
Received food stamps and Returns claiming the earned income credit+0.81+0.632,287
Adult income rank of children raised poor here and Economic connectedness+0.72+0.633,011
Children in single-parent households and Returns claiming the earned income credit+0.74+0.632,815
Returns claiming the earned income credit and Social connection score-0.69-0.633,053
Share American Indian or Alaska Native, not Hispanic and Premature mortality+0.53+0.631,287
Threat of utility shut-off and Social connection score-0.67-0.632,250
Vision disability and Social connection score-0.65-0.622,866
Median household income and Economic connectedness in high school+0.78+0.622,729
Housing insecurity and Republican share of the two-party vote, 2020-0.28-0.622,260
Share White, not Hispanic and Economic connectedness+0.51+0.623,010
Housing insecurity and Republican share of the two-party vote, 2016-0.33-0.622,260
Poverty rate and Returns claiming the earned income credit+0.81+0.623,062
Diagnosed diabetes and Homicide rate, annual+0.73+0.62383
Fair or poor self-rated health and Social connection score-0.66-0.622,866
Diagnosed diabetes and Homicide rate+0.73+0.621,078
Material security score and Homicide rate, annual-0.76-0.62401
Material security score and Average test score+0.74+0.622,740
Lacking social and emotional support and Children in single-parent households+0.67+0.622,100
High blood pressure and Homicide rate, annual+0.75+0.61383
Life expectancy and Homicide rate, annual-0.73-0.61401
Homicide rate and Returns claiming the earned income credit+0.72+0.611,143
Lack of reliable transportation and Economic connectedness-0.77-0.612,208
Lack of reliable transportation and Republican share of the two-party vote, 2020-0.22-0.612,260
Returns reporting unemployment compensation and Unemployment rate+0.54+0.613,121
Child mortality and Years of potential life lost+0.77+0.611,725
Lack of reliable transportation and Republican share of the two-party vote, 2016-0.28-0.612,260
Self-care disability and Social connection score-0.64-0.612,866
Vision disability and Children in single-parent households+0.71+0.612,637
No leisure-time physical activity and Returns claiming the earned income credit+0.81+0.612,934
High blood pressure and Material security score-0.78-0.612,906
Self-care disability and Average test score-0.77-0.612,593
Homicide rate and Years of potential life lost+0.71+0.611,136
Vision disability and Average test score-0.77-0.612,593
Share White, not Hispanic and Republican share of the two-party vote, 2016+0.57+0.613,093
Share Black, not Hispanic and Material security score-0.64-0.602,343
Homicide rate and Black Protestant adherents+0.69+0.601,143
Housing insecurity and Republican share of the two-party vote, 2024-0.24-0.602,260
Housing insecurity and Homicide rate, annual+0.71+0.60293
High blood pressure and Homicide rate+0.73+0.601,078
Vision disability and Economic connectedness-0.75-0.602,824
Fair or poor self-rated health and Average test score-0.77-0.602,593
Independent-living disability and Premature mortality+0.82+0.602,879
Food insecurity and Republican share of the two-party vote, 2016-0.27-0.602,260
Homicide rate and Child poverty rate, ages 0-17+0.72+0.601,143
Black Protestant adherents and Homicide rate, annual+0.69+0.60401
Material security score and Social connection score+0.61+0.593,040
Any disability and Material security score-0.78-0.592,906
Lack of reliable transportation and Republican share of the two-party vote, 2024-0.18-0.592,260
Mobility disability and Homicide rate+0.69+0.591,078
Disability-free score and Homicide rate, annual-0.70-0.59383
Share never married and Share White, not Hispanic-0.63-0.593,138
Food insecurity and Republican share of the two-party vote, 2020-0.21-0.592,260
Any disability and Returns claiming the earned income credit+0.80+0.592,934
Received food stamps and Social connection score-0.68-0.592,250
Median gross rent and Median home value+0.85+0.593,160
Received food stamps and Children in single-parent households+0.72+0.592,100
Stroke and Average test score-0.77-0.592,593
Median age and Share never married-0.56-0.593,194
Share White, not Hispanic and Republican share of the two-party vote, 2020+0.54+0.593,093
Share separated and Returns claiming the earned income credit+0.72+0.592,192
Threat of utility shut-off and Years of potential life lost+0.78+0.592,122
Lack of reliable transportation and Years of potential life lost+0.78+0.592,122
Health score and Safety score+0.76+0.591,930
Cancer other than skin cancer and Children in single-parent households-0.59-0.592,637
Received food stamps and Republican share of the two-party vote, 2020-0.24-0.592,260
Threat of utility shut-off and Premature mortality+0.79+0.582,245
Material security score and Health score+0.76+0.582,906
Share never married and Republican share of the two-party vote, 2020-0.66-0.583,091
Child poverty rate, ages 0-17 and Economic connectedness-0.77-0.583,011
Share American Indian or Alaska Native, not Hispanic and Life expectancy-0.48-0.581,279
Received food stamps and Republican share of the two-party vote, 2016-0.29-0.582,260
Binge drinking and Returns claiming the earned income credit-0.66-0.582,934
Independent-living disability and Years of potential life lost+0.79+0.582,704
No leisure-time physical activity and Material security score-0.76-0.582,906
Child poverty rate, ages 0-17 and Homicide rate, annual+0.73+0.58401
Share never married and Republican share of the two-party vote, 2016-0.67-0.583,091
Returns claiming the earned income credit and Homicide rate, annual+0.72+0.58401
Returns claiming the earned income credit and Average test score-0.74-0.582,756
Child poverty rate, ages 0-17 and Average test score-0.74-0.582,756
Homicide rate and Average test score-0.69-0.581,089
Homicide rate and Health score-0.66-0.581,078
Fair or poor self-rated health and Economic connectedness-0.77-0.582,824
Mobility disability and Average test score-0.76-0.582,593
Self-care disability and Economic connectedness-0.77-0.582,824
Share now married and Republican share of the two-party vote, 2020+0.50+0.583,094
Premature mortality and Returns claiming the earned income credit+0.79+0.583,066
Homeownership rate and Median age+0.55+0.583,198
Stroke and Years of potential life lost+0.78+0.582,704
Child mortality and Firearm fatalities+0.72+0.571,666
Economic connectedness and Average test score+0.71+0.572,684
Independent-living disability and Homicide rate+0.68+0.571,078
Lacking social and emotional support and Homicide rate+0.66+0.57842
Received food stamps and Republican share of the two-party vote, 2024-0.21-0.572,260
Premature mortality and Disability-free score-0.81-0.572,879
Share Black, not Hispanic and Returns claiming charitable contributions+0.18+0.572,351
Children in single-parent households and Average test score-0.67-0.572,539
Diagnosed diabetes and Average test score-0.74-0.572,593
Food insecurity and Republican share of the two-party vote, 2024-0.17-0.572,260
Dental visit in the past year and Returns claiming the earned income credit-0.73-0.573,121
Share now married and Republican share of the two-party vote, 2016+0.53+0.573,094
Lacking social and emotional support and Republican share of the two-party vote, 2016-0.34-0.572,260
Stroke and Premature mortality+0.80+0.572,879
Lack of reliable transportation and Premature mortality+0.78+0.572,245
Mobility disability and Premature mortality+0.81+0.572,879
Stroke and Social connection score-0.61-0.572,866
Trend in average test score and Learning rate+0.56+0.571,538
Share Black, not Hispanic and Child mortality+0.55+0.561,620
Stroke and Child mortality+0.74+0.561,621
Share aged 65 and over and Share never married-0.50-0.563,194
Gini index of income inequality and Median household income-0.36-0.563,198
Share now married and Republican share of the two-party vote, 2024+0.48+0.563,093
Share never married and Republican share of the two-party vote, 2024-0.64-0.563,090
Lacking social and emotional support and Republican share of the two-party vote, 2020-0.29-0.562,260
Motor vehicle crash deaths and Years of potential life lost+0.70+0.562,480
Injury deaths and Premature mortality+0.66+0.562,970
Share Black, not Hispanic and Republican share of the two-party vote, 2020-0.42-0.562,342
Share Black, not Hispanic and Republican share of the two-party vote, 2024-0.41-0.562,342
Economic connectedness and Material security score+0.75+0.562,998
Share White, not Hispanic and Homicide rate-0.53-0.561,143
Mobility disability and Social connection score-0.62-0.562,866
Independent-living disability and Average test score-0.75-0.562,593
Threat of utility shut-off and Economic connectedness-0.76-0.562,208
Cancer other than skin cancer and Average test score+0.58+0.562,593
Homicide rate and Premature mortality+0.68+0.561,136
Disability-free score and Social connection score+0.58+0.562,866
Frequent physical distress and Social connection score-0.59-0.562,866
Poverty rate (model-based) and Homicide rate, annual+0.73+0.56401
Child mortality and Safety score-0.73-0.561,687
Mobility disability and Children in single-parent households+0.68+0.562,637
Cancer other than skin cancer and Republican share of the two-party vote, 2016+0.44+0.562,907
Share White, not Hispanic and Social connection score+0.53+0.553,051
Returns reporting capital gains and Adult income rank of children raised poor here+0.64+0.553,119
Share with a bachelor's degree or higher and Returns reporting capital gains+0.63+0.553,121
Children in single-parent households and Poverty rate (model-based)+0.70+0.552,815
Share White, not Hispanic and Republican share of the two-party vote, 2024+0.50+0.553,092
Homicide rate and Republican share of the two-party vote, 2024-0.25-0.551,137
Share now married and Children in single-parent households-0.67-0.552,815
Mean income of arriving households and Mean income of departing households+0.80+0.553,074
Diagnosed diabetes and Social connection score-0.66-0.552,866
Share Black, not Hispanic and Republican share of the two-party vote, 2016-0.46-0.552,342
Share Black, not Hispanic and Firearm fatalities+0.55+0.551,807
Homicide rate and Poverty rate (model-based)+0.70+0.551,143
Years of potential life lost and Disability-free score-0.77-0.552,704
Homicide rate and Republican share of the two-party vote, 2020-0.27-0.551,138
Child mortality and Life expectancy-0.73-0.551,725
Poverty rate and Homicide rate, annual+0.72+0.55401
Food insecurity and Years of potential life lost+0.75+0.552,122
Returns claiming the earned income credit and Health score-0.76-0.552,934
Share aged 65 and over and Share widowed+0.57+0.553,159
Firearm fatalities and Years of potential life lost+0.70+0.552,003
Frequent physical distress and Returns claiming the earned income credit+0.78+0.542,934
Diagnosed diabetes and Economic connectedness-0.77-0.542,824
Returns reporting capital gains and Social connection score+0.69+0.543,053
Injury deaths and Life expectancy-0.65-0.542,968
Share separated and Material security score-0.66-0.542,186
Children in single-parent households and Republican share of the two-party vote, 2020-0.33-0.542,791
Poverty rate (model-based) and Average test score-0.71-0.542,756
Poverty rate (model-based) and Social connection score-0.57-0.543,053
Fair or poor self-rated health and Children in single-parent households+0.65+0.542,637
Share with a bachelor's degree or higher and Republican swing, 2000 to 2024-0.68-0.543,092
Disability-free score and Average test score+0.74+0.542,593
High blood pressure and Children in single-parent households+0.69+0.542,637
Independent-living disability and Social connection score-0.59-0.542,866
Years of potential life lost and Returns claiming the earned income credit+0.76+0.542,889
Motor vehicle crash deaths and Premature mortality+0.69+0.542,480
Poverty rate and Share White, not Hispanic-0.47-0.543,084
Self-care disability and Republican share of the two-party vote, 2016-0.15-0.542,907
Lacking social and emotional support and Republican share of the two-party vote, 2024-0.25-0.542,260
Food insecurity and Premature mortality+0.76+0.542,245
Stroke and Economic connectedness-0.76-0.542,824
Median household income and Share now married+0.44+0.543,198
Binge drinking and Returns reporting capital gains+0.62+0.542,934
Membership organisations and Mainline Protestant adherents+0.54+0.543,121
Premature mortality and Material security score-0.75-0.543,048
Children in single-parent households and Republican share of the two-party vote, 2016-0.38-0.542,791
Loneliness and Children in single-parent households+0.63+0.542,100
Per capita income and Share with a bachelor's degree or higher+0.77+0.543,197
Share Black, not Hispanic and Infant mortality+0.54+0.541,149
Lack of reliable transportation and Returns reporting capital gains-0.71-0.532,287
Binge drinking and Economic connectedness+0.65+0.532,824
Mainline Protestant adherents and Social connection score+0.56+0.533,053
Median household income and Returns claiming the earned income credit-0.66-0.533,121
Homeownership rate and Share never married-0.64-0.533,194
Mobility disability and Economic connectedness-0.76-0.532,824
Homicide rate and Life expectancy-0.65-0.531,136
Drug overdose deaths and Years of potential life lost+0.57+0.531,765
Years of potential life lost and Material security score-0.73-0.532,880
Mean adjusted gross income per return and Mean income of departing households+0.84+0.533,080
Median household income and Median property tax bill+0.73+0.533,167
Fair or poor self-rated health and Returns reporting capital gains-0.76-0.532,934
Loneliness and Economic connectedness-0.70-0.532,208
Child mortality and Premature mortality+0.72+0.531,725
Social connection score and Average test score+0.60+0.532,716
Children in single-parent households and Republican share of the two-party vote, 2024-0.30-0.532,790
Vision disability and Republican share of the two-party vote, 2016-0.18-0.532,907
Lack of reliable transportation and Adult income rank of children raised poor here-0.57-0.532,285
Share now married and Homicide rate, annual-0.61-0.53401
Homicide rate and Republican share of the two-party vote, 2016-0.32-0.531,138
Homeownership rate and Share aged 65 and over+0.46+0.533,198
Threat of utility shut-off and Republican share of the two-party vote, 2020-0.18-0.532,260
Share aged 65 and over and Returns reporting capital gains+0.34+0.533,121
Child mortality and Motor vehicle crash deaths+0.70+0.531,726
Share Black, not Hispanic and Average test score-0.56-0.532,137
Housing insecurity and Years of potential life lost+0.72+0.532,122
Mobility disability and Years of potential life lost+0.76+0.532,704
Cancer other than skin cancer and Homicide rate-0.54-0.531,078
Threat of utility shut-off and Republican share of the two-party vote, 2016-0.24-0.532,260
Child poverty rate, ages 0-17 and Social connection score-0.58-0.533,053
High blood pressure and Black Protestant adherents+0.60+0.532,934
Median age and Share widowed+0.52+0.533,159
Vision disability and Homicide rate+0.67+0.531,078
Housing insecurity and Returns reporting capital gains-0.72-0.522,287
Premature mortality and Poverty rate (model-based)+0.76+0.523,066
Independent-living disability and Children in single-parent households+0.65+0.522,637
Share now married and Material security score+0.63+0.523,093
Republican share of the two-party vote, 2020 and Average test score+0.12+0.522,740
Self-care disability and Republican share of the two-party vote, 2020-0.07-0.522,907
All natural teeth lost, age 65 and over and Material security score-0.74-0.523,093
Mean adjusted gross income per return and Mean income of arriving households+0.79+0.523,068
Cognitive disability and Material security score-0.75-0.522,906
Housing insecurity and Adult income rank of children raised poor here-0.61-0.522,285
Share now married and Homicide rate-0.65-0.521,143
Diagnosed diabetes and Premature mortality+0.76+0.522,879
Share never married and Material security score-0.43-0.523,089
Food insecurity and Returns reporting capital gains-0.72-0.522,287
Housing insecurity and Premature mortality+0.74+0.522,245
Premature mortality and Child poverty rate, ages 0-17+0.77+0.523,066
Cancer other than skin cancer and Republican share of the two-party vote, 2020+0.37+0.522,907
Housing insecurity and Returns claiming charitable contributions-0.09+0.522,287
Republican share of the two-party vote, 2016 and Average test score+0.18+0.522,740
Binge drinking and Material security score+0.59+0.522,906
Any disability and Premature mortality+0.78+0.522,879
Share with a bachelor's degree or higher and Economy score+0.79+0.523,121
Threat of utility shut-off and Republican share of the two-party vote, 2024-0.15-0.522,260
Infant mortality and Homicide rate, annual+0.70+0.52399
Children in single-parent households and Economic connectedness-0.68-0.512,771
Share Black, not Hispanic and Share separated+0.56+0.511,967
Threat of utility shut-off and Returns reporting capital gains-0.70-0.512,287
Median household income and Mean adjusted gross income per return+0.77+0.513,102
Poverty rate and Share Hispanic or Latino, any race+0.54+0.512,908
Vision disability and Homicide rate, annual+0.67+0.51383
Economic connectedness and Disability-free score+0.72+0.512,824
Loneliness and Adult income rank of children raised poor here-0.66-0.512,285
Independent-living disability and Economic connectedness-0.75-0.512,824
Stroke and Republican share of the two-party vote, 2020-0.06-0.512,907
Loneliness and Average test score-0.64-0.512,025
Adults under 65 without health insurance and Returns claiming the earned income credit+0.58+0.512,934
Binge drinking and Adult income rank of children raised poor here+0.64+0.512,932
Self-care disability and Premature mortality+0.77+0.512,879
Years of potential life lost and Child poverty rate, ages 0-17+0.75+0.512,889
Share now married and Share White, not Hispanic+0.55+0.513,142
Life expectancy and Returns claiming the earned income credit-0.77-0.513,049
Threat of utility shut-off and Safety score-0.71-0.511,524
Threat of utility shut-off and Child mortality+0.70+0.511,277
Homicide rate and Infant mortality+0.65+0.51957
Fair or poor self-rated health and Premature mortality+0.77+0.512,879
Returns claiming the earned income credit and Adult income rank of children raised poor here-0.62-0.513,119
Motor vehicle crash deaths and Life expectancy-0.67-0.512,480
Adult income rank of children raised poor here and Social connection score+0.65+0.513,053
Coronary heart disease and Premature mortality+0.79+0.512,879
Stroke and Republican share of the two-party vote, 2016-0.13-0.512,907
Independent-living disability and Life expectancy-0.80-0.502,862
Homicide rate and Disability-free score-0.64-0.501,078
Frequent physical distress and Premature mortality+0.78+0.502,879
Threat of utility shut-off and Life expectancy-0.76-0.502,238
Received food stamps and Economic connectedness-0.73-0.502,208
Motor vehicle crash deaths and Health score-0.72-0.502,320
Poverty rate and Premature mortality+0.74+0.503,030
Republican share of the two-party vote, 2024 and Average test score+0.08+0.502,739
Coronary heart disease and Returns claiming the earned income credit+0.77+0.502,934
Motor vehicle crash deaths and Homicide rate, annual+0.64+0.50401
Threat of utility shut-off and Adult income rank of children raised poor here-0.58-0.502,285
Food insecurity and Returns claiming charitable contributions-0.15+0.502,287
Firearm fatalities and Premature mortality+0.66+0.502,003
Received food stamps and Homicide rate+0.67+0.50842
Vision disability and Returns reporting capital gains-0.69-0.502,934
Poverty rate and Social connection score-0.55-0.503,014
Share now married and Republican share of the two-party vote, 2012+0.53+0.503,093
All natural teeth lost, age 65 and over and Homicide rate, annual+0.67+0.50401
Vision disability and Republican share of the two-party vote, 2020-0.10-0.502,907
Fair or poor self-rated health and Homicide rate+0.64+0.501,078
Mobility disability and Returns reporting capital gains-0.75-0.502,934
Share never married and Children in single-parent households+0.50+0.502,814
Diagnosed diabetes and Years of potential life lost+0.72+0.502,704
Poverty rate and Children in single-parent households+0.68+0.502,808
Food insecurity and Adult income rank of children raised poor here-0.58-0.502,285
Frequent physical distress and Economic connectedness-0.73-0.502,824
Lack of reliable transportation and Child mortality+0.70+0.501,277
Binge drinking and Returns claiming charitable contributions-0.17-0.502,934
Median household income and Median home value+0.73+0.503,190
Threat of utility shut-off and Firearm fatalities+0.68+0.501,480
Housing insecurity and Black Protestant adherents+0.59+0.502,287
Republican share of the two-party vote, 2020 and Homicide rate, annual-0.17-0.50400
Vision disability and Premature mortality+0.74+0.492,879
Lacking social and emotional support and Homicide rate, annual+0.54+0.49293
Current cigarette smoking and Homicide rate, annual+0.67+0.49383
Congregations per 10,000 people and Homicide rate, annual+0.67+0.49401
Coronary heart disease and Years of potential life lost+0.75+0.492,704
Republican share of the two-party vote, 2016 and Material security score+0.21+0.493,066
Share separated and Homicide rate, annual+0.62+0.49400
Stroke and Adult income rank of children raised poor here-0.53-0.492,932
Poverty rate and Years of potential life lost+0.72+0.492,872
Self-care disability and Years of potential life lost+0.74+0.492,704
Median gross rent and Share foreign-born+0.61+0.492,440
Firearm fatalities and Life expectancy-0.65-0.492,003
Stroke and Republican share of the two-party vote, 2024-0.02-0.492,906
Share never married and Average test score-0.36-0.492,756
Share never married and Homicide rate+0.49+0.491,143
High blood pressure and Premature mortality+0.74+0.492,879
Lacking social and emotional support and Economic connectedness-0.63-0.492,208
Years of potential life lost and Poverty rate (model-based)+0.73+0.492,889
Stroke and Motor vehicle crash deaths+0.66+0.492,320
Republican share of the two-party vote, 2024 and Homicide rate, annual-0.16-0.49399
Median household income and Economic connectedness+0.59+0.493,011
Cancer other than skin cancer and Social connection score+0.54+0.492,866
Share never married and Republican share of the two-party vote, 2012-0.60-0.493,090
Life expectancy and Disability-free score+0.78+0.492,862
Binge drinking and Social connection score+0.60+0.492,866
Self-care disability and Republican share of the two-party vote, 2024-0.03-0.492,906
Median age and People per tax return-0.32-0.493,121
Share American Indian or Alaska Native, not Hispanic and Injury deaths+0.53+0.481,257
Share now married and Average test score+0.53+0.482,756
Returns reporting capital gains and Disability-free score+0.72+0.482,934
Food insecurity and Black Protestant adherents+0.57+0.482,287
Frequent physical distress and Years of potential life lost+0.74+0.482,704
Infant mortality and Years of potential life lost+0.73+0.481,171
Mobility disability and Life expectancy-0.78-0.482,862
Vision disability and Years of potential life lost+0.71+0.482,704
Child mortality and Children in single-parent households+0.59+0.481,732
Economic connectedness and Mobility score+0.56+0.481,970
Share Black, not Hispanic and Economic connectedness-0.57-0.482,285
Children in single-parent households and Disability-free score-0.62-0.482,637
Republican share of the two-party vote, 2020 and Material security score+0.14+0.483,066
Local income tax collected and Other religion adherents+0.64+0.48554
Lack of reliable transportation and Returns claiming charitable contributions-0.17+0.482,287
Poverty rate and Homicide rate+0.67+0.481,143
Diagnosed diabetes and Returns reporting capital gains-0.74-0.482,934
Cognitive disability and Returns claiming the earned income credit+0.76+0.482,934
Threat of utility shut-off and Black Protestant adherents+0.57+0.482,287
Friending clustering and Homicide rate, annual+0.61+0.48400
Departures per 100 people staying and Mutual-friend share-0.48-0.483,067
High blood pressure and Infant mortality+0.72+0.481,102
Cancer other than skin cancer and Republican share of the two-party vote, 2024+0.33+0.482,906
Share White, not Hispanic and Returns reporting capital gains+0.38+0.483,119
Years of potential life lost and Adult income rank of children raised poor here-0.53-0.482,889
Received food stamps and Homicide rate, annual+0.64+0.48293
Cancer other than skin cancer and Economic connectedness+0.50+0.482,824
All natural teeth lost, age 65 and over and Returns claiming the earned income credit+0.74+0.483,121
High blood pressure and Child mortality+0.66+0.481,621
Median household income and Children in single-parent households-0.49-0.482,815
Fair or poor self-rated health and Homicide rate, annual+0.62+0.48383
Share American Indian or Alaska Native, not Hispanic and Suicide rate+0.59+0.48939
Adults under 65 without health insurance and Economic connectedness-0.54-0.482,824
Child mortality and Returns claiming the earned income credit+0.68+0.481,734
Stroke and Black Protestant adherents+0.53+0.482,934
Share with a bachelor's degree or higher and Republican share of the two-party vote, 2024-0.57-0.483,093
Share Hispanic or Latino, any race and Catholic adherents+0.47+0.472,868
Firearm fatalities and Health score-0.66-0.471,877
Share separated and Children in single-parent households+0.60+0.472,156
Food insecurity and Child mortality+0.68+0.471,277
Frequent physical distress and Returns reporting capital gains-0.74-0.472,934
Median household income and Mean income of departing households+0.76+0.473,097
Lack of reliable transportation and Motor vehicle crash deaths+0.64+0.471,828
Coronary heart disease and Homicide rate, annual+0.66+0.47383
Share American Indian or Alaska Native, not Hispanic and Share never married+0.25+0.471,384
Lack of reliable transportation and Life expectancy-0.73-0.472,238
Average test score and Homicide rate, annual-0.66-0.47385
Any disability and Years of potential life lost+0.73+0.472,704
Poverty rate (model-based) and Economic connectedness-0.71-0.473,011
Republican share of the two-party vote, 2016 and Homicide rate, annual-0.20-0.47400
Stroke and Life expectancy-0.77-0.472,862
Share aged 65 and over and People per tax return-0.30-0.473,121
Poverty rate and Average test score-0.66-0.472,719
Motor vehicle crash deaths and Homicide rate+0.57+0.471,140
Received food stamps and Republican share of the two-party vote, 2000-0.44-0.472,260
Infant mortality and Life expectancy-0.74-0.471,171
Median age and Per capita income+0.08+0.473,197
Median household income and Infant mortality-0.66-0.471,171
Received food stamps and Republican share of the two-party vote, 2012-0.32-0.472,260
Diagnosed diabetes and Child mortality+0.66+0.471,621
Independent-living disability and Adult income rank of children raised poor here-0.51-0.472,932
Fair or poor self-rated health and Years of potential life lost+0.73+0.472,704
Loneliness and Homicide rate+0.58+0.47842
Self-care disability and Returns reporting capital gains-0.71-0.472,934
Median household income and Premature mortality-0.68-0.473,066
Cognitive disability and Premature mortality+0.76+0.472,879
Years of potential life lost and Children in single-parent households+0.61+0.472,736
Premature mortality and Adult income rank of children raised poor here-0.53-0.473,066
Food insecurity and Motor vehicle crash deaths+0.62+0.471,828
Children in single-parent households and Black Protestant adherents+0.57+0.472,815
Share separated and Share White, not Hispanic-0.44-0.472,210
Lacking social and emotional support and Black Protestant adherents+0.54+0.472,287
Frequent physical distress and Average test score-0.71-0.472,593
Median household income and Life expectancy+0.68+0.463,049
Share of births to unmarried women and Homicide rate+0.63+0.46901
Children in single-parent households and Social connection score-0.56-0.462,788
Share now married and Share American Indian or Alaska Native, not Hispanic-0.24-0.461,386
Share Black, not Hispanic and Social connection score-0.54-0.462,310
Median gross rent and Share White, not Hispanic-0.24-0.463,111
Adult income rank of children raised poor here and Average test score+0.50+0.462,755
Lack of reliable transportation and Safety score-0.69-0.461,524
Homicide rate and Republican share of the two-party vote, 2012-0.35-0.461,137
Any disability and Homicide rate, annual+0.64+0.46383
Cognitive disability and Homicide rate, annual+0.63+0.46383
Dental visit in the past year and Material security score+0.66+0.463,093
Stroke and Infant mortality+0.74+0.461,102
Share American Indian or Alaska Native, not Hispanic and Child mortality+0.52+0.46833
Lack of reliable transportation and Firearm fatalities+0.67+0.461,480
Any disability and Life expectancy-0.77-0.462,862
Motor vehicle crash deaths and Returns claiming the earned income credit+0.61+0.462,489
Share now married and Republican share of the two-party vote, 2008+0.48+0.463,093
Homeownership rate and Share foreign-born-0.39-0.462,447
Share foreign-born and Local income tax collected+0.62+0.46430
Any disability and Returns reporting capital gains-0.72-0.462,934
Years of potential life lost and Economic connectedness-0.68-0.462,847
Stroke and Safety score-0.70-0.461,930
Median home value and Mean income of arriving households+0.75+0.463,074
Sleeping less than 7 hours and Material security score-0.62-0.463,093
Homeownership rate and Share now married+0.55+0.463,198
Frequent physical distress and Adult income rank of children raised poor here-0.48-0.462,932
Stroke and Returns claiming charitable contributions-0.30+0.462,934
Housing insecurity and Child mortality+0.65+0.461,277
Diagnosed diabetes and Republican share of the two-party vote, 2016-0.18-0.462,907
Loneliness and Returns claiming charitable contributions+0.05+0.462,287
Independent-living disability and Child mortality+0.70+0.461,621
Gini index of income inequality and Per capita income-0.08+0.463,197
Adult income rank of children raised poor here and Child poverty rate, ages 0-17-0.50-0.453,119
Adult income rank of children raised poor here and Mainline Protestant adherents+0.50+0.453,119
Incarceration of children raised poor here and Prison population rate+0.46+0.451,696
Stroke and Firearm fatalities+0.65+0.451,877
Share never married and Homicide rate, annual+0.43+0.45401
Vision disability and Republican share of the two-party vote, 2024-0.05-0.452,906
Self-care disability and Returns claiming charitable contributions-0.29+0.452,934
Returns reporting capital gains and Economic connectedness+0.73+0.453,011
Any disability and Social connection score-0.54-0.452,866
Mobility disability and Child mortality+0.69+0.451,621
Republican share of the two-party vote, 2020 and Republican swing, 2000 to 2024+0.61+0.453,092
Lack of reliable transportation and Black Protestant adherents+0.55+0.452,287
Self-care disability and Child mortality+0.69+0.451,621
Share American Indian or Alaska Native, not Hispanic and Material security score-0.35-0.451,301
High blood pressure and Life expectancy-0.74-0.452,862
Share American Indian or Alaska Native, not Hispanic and Motor vehicle crash deaths+0.50+0.451,093
Share Black, not Hispanic and Black-white residential segregation-0.44-0.451,981
Per capita income and People per tax return-0.45-0.453,120
Republican share of the two-party vote, 2024 and Material security score+0.10+0.453,065
Share Black, not Hispanic and Adult income rank of children raised poor here-0.55-0.452,372
Children in single-parent households and Adult income rank of children raised poor here-0.58-0.452,815
High blood pressure and Black-white residential segregation-0.41-0.451,924
Housing insecurity and Motor vehicle crash deaths+0.58+0.451,828
High blood pressure and Adult income rank of children raised poor here-0.59-0.452,932
Received food stamps and Republican share of the two-party vote, 2004-0.38-0.452,260
Share separated and Homicide rate+0.59+0.451,124
Mobility disability and Motor vehicle crash deaths+0.66+0.452,320
Child mortality and Child poverty rate, ages 0-17+0.67+0.451,734
Returns reporting capital gains and Average test score+0.65+0.452,756
Republican share of the two-party vote, 2008 and People per tax return+0.55+0.453,093
Current cigarette smoking and Years of potential life lost+0.72+0.452,704
Independent-living disability and Safety score-0.71-0.451,930
Premature mortality and Children in single-parent households+0.61+0.452,803
Median gross rent and Social connection score-0.03-0.453,032
Returns claiming charitable contributions and Material security score+0.25-0.453,093
Share of births to unmarried women and Homicide rate, annual+0.65+0.45388
Share with a bachelor's degree or higher and Republican share of the two-party vote, 2020-0.53-0.453,094
Frequent physical distress and Mainline Protestant adherents-0.30-0.442,934
Food insecurity and Firearm fatalities+0.64+0.441,480
Loneliness and Returns reporting capital gains-0.68-0.442,287
Housing insecurity and Firearm fatalities+0.62+0.441,480
High blood pressure and Years of potential life lost+0.69+0.442,704
Poverty rate (model-based) and Economy score-0.78-0.443,121
Cancer other than skin cancer and Returns reporting capital gains+0.48+0.442,934
Premature mortality and Economic connectedness-0.70-0.442,993
Drug overdose deaths and Premature mortality+0.51+0.441,765
Chronic obstructive pulmonary disease and Homicide rate, annual+0.66+0.44383
Any disability and Average test score-0.70-0.442,593
Threat of utility shut-off and Motor vehicle crash deaths+0.60+0.441,828
Received food stamps and Unemployment rate+0.51+0.442,287
No leisure-time physical activity and Homicide rate, annual+0.59+0.44383
Loneliness and Premature mortality+0.61+0.442,245
Local income tax collected and Mean income of departing households+0.55+0.44553
Lacking social and emotional support and Returns reporting capital gains-0.62-0.442,287
Years of potential life lost and Average test score-0.67-0.442,600
Threat of utility shut-off and Returns claiming charitable contributions-0.20+0.442,287
Share never married and Returns claiming the earned income credit+0.37+0.443,117
Share never married and Republican share of the two-party vote, 2008-0.55-0.443,090
Per capita income and Share aged 65 and over-0.02+0.443,197
Food insecurity and Life expectancy-0.72-0.442,238
Loneliness and Homicide rate, annual+0.47+0.44293
Current cigarette smoking and Premature mortality+0.74+0.442,879
Arrivals per 100 people staying and Mutual-friend share-0.45-0.443,055
Mobility disability and Adult income rank of children raised poor here-0.51-0.442,932
Homicide rate and Social connection score-0.54-0.441,140
Sleeping less than 7 hours and Returns claiming the earned income credit+0.69+0.443,121
Homicide rate and Adult income rank of children raised poor here-0.62-0.441,143
Infant mortality and Premature mortality+0.72+0.441,171
Mean adjusted gross income per return and Local income tax collected+0.46+0.44554
Share Black, not Hispanic and Mobility score-0.54-0.441,824
Median age and Mean income of arriving households+0.22+0.443,080
Median household income and Homicide rate, annual-0.56-0.44401
Firearm fatalities and Black Protestant adherents+0.47+0.442,012
Adult income rank of children raised poor here and Material security score+0.53+0.443,091
Homeownership rate and Share White, not Hispanic+0.49+0.443,142
Median household income and Years of potential life lost-0.65-0.442,889
Child mortality and Material security score-0.64-0.431,734
Independent-living disability and Motor vehicle crash deaths+0.66+0.432,320
Incarceration of children raised poor here and Adult income rank of children raised poor here-0.50-0.431,987
High blood pressure and Firearm fatalities+0.59+0.431,877
Taking blood pressure medication and Infant mortality+0.57+0.431,102
Life expectancy and Adult income rank of children raised poor here+0.53+0.433,049
Share White, not Hispanic and Republican swing, 2000 to 2024+0.32+0.433,091
Diagnosed diabetes and Life expectancy-0.73-0.432,862
Independent-living disability and Returns reporting capital gains-0.72-0.432,934
Mean income of departing households and Economy score+0.83+0.433,097
Cancer other than skin cancer and Homicide rate, annual-0.35-0.43383
Share separated and Social connection score-0.56-0.432,172
Lack of reliable transportation and Republican share of the two-party vote, 2012-0.27-0.432,260
Per capita income and Mean income of departing households+0.84+0.433,097
Child mortality and Mobility score-0.48-0.431,631
Food insecurity and Safety score-0.67-0.431,524
Diagnosed diabetes and Republican share of the two-party vote, 2020-0.10-0.432,907
Firearm fatalities and Children in single-parent households+0.53+0.432,000
Health score and Average test score+0.69+0.432,593
Motor vehicle crash deaths and Firearm fatalities+0.63+0.431,987
Poverty rate and Share never married+0.47+0.433,137
Republican share of the two-party vote, 2008 and Evangelical Protestant adherents+0.38+0.433,093
Life expectancy and Mobility score+0.47+0.431,977
Cognitive disability and Years of potential life lost+0.72+0.432,704
Share Black, not Hispanic and Friending clustering+0.38+0.432,320
Median age and Returns reporting capital gains+0.29+0.433,121
Premature mortality and Mobility score-0.48-0.431,977
Median property tax bill and Firearm share of suicides, standardised-0.60-0.432,217
Frequent physical distress and Life expectancy-0.76-0.432,862
Mobility disability and Returns claiming charitable contributions-0.34+0.432,934
Received food stamps and Years of potential life lost+0.68+0.432,122
Years of potential life lost and Mobility score-0.48-0.431,977
Housing insecurity and Safety score-0.64-0.421,524
Republican share of the two-party vote, 2016 and Poverty rate (model-based)-0.13-0.423,094
Share with a bachelor's degree or higher and People per tax return-0.46-0.423,121
Chronic obstructive pulmonary disease and Premature mortality+0.76+0.422,879
Per capita income and Mean adjusted gross income per return+0.84+0.423,101
Taking blood pressure medication and Homicide rate+0.59+0.421,078
Taking blood pressure medication and Black-white residential segregation-0.41-0.421,924
Economic connectedness and Health score+0.67+0.422,824
Republican share of the two-party vote, 2012 and People per tax return+0.54+0.423,093
Fair or poor self-rated health and Adult income rank of children raised poor here-0.49-0.422,932
Share separated and Economic connectedness-0.62-0.422,163
Homicide rate and Returns claiming charitable contributions-0.19+0.421,143
Routine checkup in the past year and Friending clustering+0.14+0.422,889
Life expectancy and Material security score+0.70+0.423,033
Share now married and Republican share of the two-party vote, 2004+0.52+0.423,093
Share American Indian or Alaska Native, not Hispanic and Returns claiming the earned income credit+0.30+0.421,312
Life expectancy and Poverty rate (model-based)-0.71-0.423,049
Motor vehicle crash deaths and Disability-free score-0.68-0.422,320
Republican share of the two-party vote, 2012 and Homicide rate, annual-0.24-0.42399
Adult income rank of children raised poor here and Disability-free score+0.45+0.422,932
Median property tax bill and Share of suicides by firearm-0.61-0.422,217
Homeownership rate and Share in the same house a year ago+0.51+0.423,121
Housing insecurity and Republican share of the two-party vote, 2012-0.30-0.422,260
Median age and Vacancy rate+0.49+0.423,180
Median home value and Returns claiming charitable contributions+0.76+0.423,113
Children in single-parent households and Mobility score-0.55-0.421,969
Share aged 65 and over and Public-good pages per 1,000 users+0.50+0.423,076
Stroke and Returns reporting capital gains-0.70-0.422,934
Republican share of the two-party vote, 2016 and Child poverty rate, ages 0-17-0.09-0.423,094
Life expectancy and Child poverty rate, ages 0-17-0.73-0.423,049
Children in single-parent households and Health score-0.56-0.422,637
Life expectancy and Drug overdose deaths-0.49-0.421,765
Share American Indian or Alaska Native, not Hispanic and Average test score-0.41-0.421,178
Share Black, not Hispanic and Motor vehicle crash deaths+0.38+0.422,119
Diagnosed diabetes and Motor vehicle crash deaths+0.57+0.422,320
Coronary heart disease and Life expectancy-0.76-0.422,862
Housing insecurity and Life expectancy-0.69-0.422,238
Binge drinking and Premature mortality-0.52-0.422,879
Adults under 65 without health insurance and Social connection score-0.47-0.422,866
Received food stamps and Premature mortality+0.70+0.422,245
Self-care disability and Motor vehicle crash deaths+0.63+0.422,320
Self-care disability and Adult income rank of children raised poor here-0.50-0.422,932
Loneliness and Local income tax as a share of income+0.41+0.42378
Homicide rate and Republican share of the two-party vote, 2008-0.30-0.421,137
Premature mortality and Returns reporting capital gains-0.70-0.423,066
Median age and Share in the same house a year ago+0.42+0.423,121
Share Black, not Hispanic and Republican swing, 2000 to 2024-0.18-0.422,341
Child mortality and Disability-free score-0.69-0.421,621
Share Black, not Hispanic and Share never married+0.46+0.422,377
High blood pressure and Average test score-0.66-0.422,593
Life expectancy and Returns reporting capital gains+0.73+0.423,049
No leisure-time physical activity and Homicide rate+0.60+0.421,078
High blood pressure and Safety score-0.64-0.421,930
Frequent mental distress and Drug overdose deaths+0.46+0.421,623
Cognitive disability and Life expectancy-0.75-0.412,862
Firearm fatalities and Returns claiming the earned income credit+0.61+0.412,012
Median household income and Homicide rate-0.53-0.411,143
Fair or poor self-rated health and Life expectancy-0.75-0.412,862
Injury deaths and Health score-0.58-0.412,784
Mobility disability and Safety score-0.68-0.411,930
Infant mortality and Children in single-parent households+0.61+0.411,170
Homicide rate and Republican share of the two-party vote, 2004-0.36-0.411,137
Share White, not Hispanic and Homicide rate, annual-0.36-0.41401
Cognitive disability and Social connection score-0.52-0.412,866
Child mortality and Black Protestant adherents+0.46+0.411,734
Lacking social and emotional support and Adult income rank of children raised poor here-0.50-0.412,285
Share Black, not Hispanic and Safety score-0.46-0.411,859
Returns claiming charitable contributions and Homicide rate, annual-0.22+0.41401
Binge drinking and Children in single-parent households-0.55-0.412,637
Gini index of income inequality and Share with a bachelor's degree or higher+0.08+0.413,198
Premature mortality and Average test score-0.66-0.412,726
Lacking social and emotional support and Republican share of the two-party vote, 2012-0.32-0.412,260
Share aged 65 and over and Mean income of arriving households+0.14+0.413,080
Median gross rent and Returns claiming charitable contributions+0.79+0.413,090
Received food stamps and Republican share of the two-party vote, 2008-0.27-0.412,260
All natural teeth lost, age 65 and over and Premature mortality+0.71+0.413,066
Black-white residential segregation and Mobility score+0.39+0.411,737
Any disability and Economic connectedness-0.69-0.412,824
Loneliness and Years of potential life lost+0.56+0.412,122
Share now married and Returns claiming the earned income credit-0.56-0.413,121
Vacancy rate and Mean income of arriving households+0.05+0.413,063
Share Black, not Hispanic and Republican share of the two-party vote, 2012-0.40-0.412,342
Republican share of the two-party vote, 2020 and Poverty rate (model-based)-0.06-0.413,094
Share with a bachelor's degree or higher and Mean adjusted gross income per return+0.73+0.413,102
Fair or poor self-rated health and Republican share of the two-party vote, 2016-0.04-0.412,907
Share now married and Republican share of the two-party vote, 2000+0.53+0.413,092
Lacking social and emotional support and Republican share of the two-party vote, 2000-0.42-0.412,260
Children in single-parent households and Republican share of the two-party vote, 2012-0.35-0.412,790
Years of potential life lost and Social connection score-0.54-0.412,862
Share foreign-born and Population (firearm measures)+0.55+0.411,975
Taking blood pressure medication and Returns reporting unemployment compensation-0.35-0.412,934
Share with a bachelor's degree or higher and Mean income of departing households+0.74+0.413,097
Received food stamps and Adult income rank of children raised poor here-0.55-0.412,285
Mobility disability and Firearm fatalities+0.63+0.411,877
Returns claiming the earned income credit and Black Protestant adherents+0.51+0.413,121
Republican share of the two-party vote, 2004 and Homicide rate, annual-0.24-0.41399
Homicide rate and Friending clustering+0.55+0.411,140
Dental visit in the past year and Social connection score+0.51+0.413,053
Taking blood pressure medication and Friending clustering+0.35+0.412,889
Diagnosed diabetes and Black-white residential segregation-0.38-0.411,924
Share White, not Hispanic and Returns claiming charitable contributions-0.28-0.413,119
High blood pressure and Motor vehicle crash deaths+0.55+0.412,320
Lack of reliable transportation and Republican share of the two-party vote, 2000-0.37-0.412,260
Republican share of the two-party vote, 2016 and Returns claiming the earned income credit-0.15-0.413,094
Cognitive disability and Returns reporting capital gains-0.71-0.412,934
Republican share of the two-party vote, 2020 and Child poverty rate, ages 0-17-0.02-0.403,094
Self-care disability and Life expectancy-0.73-0.402,862
Adults under 65 without health insurance and Material security score-0.51-0.402,906
Firearm fatalities and Mobility score-0.44-0.401,781
Homeownership rate and Share Asian, not Hispanic-0.37-0.402,057
Poverty rate and Life expectancy-0.69-0.403,014
Child poverty rate, ages 0-17 and Safety score-0.67-0.402,086
Returns claiming charitable contributions and Economic connectedness+0.17-0.403,011
Share in the same house a year ago and Departures per 100 people staying-0.46-0.403,097
Disability-free score and Safety score+0.69+0.401,930
Diagnosed diabetes and Black Protestant adherents+0.51+0.402,934
Share foreign-born and Personal income+0.51+0.402,374
Food insecurity and Republican share of the two-party vote, 2012-0.26-0.402,260
Received food stamps and Returns reporting capital gains-0.67-0.402,287
Vision disability and Motor vehicle crash deaths+0.61+0.402,320
Returns reporting capital gains and Poverty rate (model-based)-0.62-0.403,121
Share foreign-born and Population+0.50+0.402,374
Returns reporting capital gains and Material security score+0.61+0.403,093
Diagnosed diabetes and Adult income rank of children raised poor here-0.55-0.402,932

Other groups