placestats

Links that flip when bigger places count more: 23 pairs

The link points one way when every county counts equally, and the other way when every resident counts equally. Both directions are unlikely to be chance. The average county and the average American are different things to study.

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
Colorectal cancer screening and Life expectancy+0.41+0.193,049
Mutual-friend share and Safety score-0.38+0.082,077
Flu vaccination among Medicare enrollees and Injury deaths-0.37-0.142,962
Median gross rent and Injury deaths-0.37+0.142,953
Premature mortality and Mutual-friend share+0.34-0.073,043
Personal income and Health score+0.26-0.082,882
Share with a bachelor's degree or higher and Catholic adherents+0.25+0.093,121
Incarceration of children raised poor here and Poverty rate (model-based)+0.21+0.141,986
Share now married and Black-white residential segregation+0.14+0.142,062
Homeownership rate and Life expectancy+0.13+0.163,049
Personal income and Threat of utility shut-off-0.11+0.122,235
Premature mortality and Membership organisations-0.10-0.173,066
Mean travel time to work and Share divorced+0.09+0.073,168
Gross domestic product and Threat of utility shut-off-0.09+0.102,235
Population and Threat of utility shut-off-0.09+0.092,235
Mean adjusted gross income per return and Public-good pages per 1,000 users+0.07-0.043,062
Drug overdose deaths and Membership organisations-0.06-0.121,774
Homeownership rate and Economic connectedness in high school-0.03-0.172,729
Business opening rate and Frequent mental distress-0.03+0.152,934
Gini index of income inequality and Public-good pages per 1,000 users-0.02-0.073,076
Other religion adherents and Incarceration rate+0.00+0.082,466
Net migration per 100 people staying and Public-good pages per 1,000 users+0.00+0.113,050
Frequent mental distress and Private job growth-0.00+0.062,927

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