Three realignments the old model called one thing

# Three realignments the old model called one thing

Posted 2026-06-02 by Kenton Tilford.

For its first year, Akashic sorted every county into one of twelve archetypes with a deterministic decision tree that read only the vote series. One of those archetypes was Realigner: a county that leaned one way for generations, then swung hard the other. The label put a large bin of counties together. Three of them — one in West Virginia, one in Michigan, one in Georgia — voted in nearly the same shape for almost entirely different reasons.

Akashic has since replaced that decision tree with a data-driven typology built from seven feature families — vote share, vote swing, race and ethnicity, income, language spoken at home, religion, and ancestry. On those terms the three counties no longer share a label. The split is the more honest answer, and the reasons it sorts them apart are the reasons the single word was never enough.

## McDowell County, West Virginia — Appalachian Realigners

[McDowell County, WV](/county/54047/) voted Democratic in every presidential election from 1932 through 1996. Sixty-four years, seventeen consecutive cycles, no exceptions. The margin was rarely close: Franklin Roosevelt carried the county by 55 points in 1936, Lyndon Johnson by 49 in 1964, Bill Clinton by 11 in 1996. The county's identity was union-coded and Democratic-coded, in that order, because the two things were the same thing — the United Mine Workers and the Democratic Party were the institutional spine of working life in the southern West Virginia coalfields for most of the twentieth century.

The 2000 election was the first Republican win in McDowell since 1928. George W. Bush carried it by 4 points. By 2008 the margin was 26 points Republican. By 2016 it was 65 points Republican. The 2024 margin was 79 points Republican — the largest in any direction in the county's recorded history.

McDowell's population fell from 99,000 in 1950 to 17,000 in 2020. The coal industry that defined the county's politics and its labor market collapsed in the same decades the politics flipped. Median household income in McDowell as of the 2024 ACS five-year file is $31,700, the lowest in West Virginia.

The new typology places McDowell in **Appalachian Realigners** — the cluster of lower-income Greater Appalachian counties whose century-long Democratic identity gave way to a deep and durable Republican lean. The mechanism the old Realigner label could only imply — a regional economic collapse expressed as a vote swing — is in the grouping itself, because the grouping was built on income and place alongside the vote.

## Macomb County, Michigan — Florida Surge

[Macomb County, MI](/county/26099/) is a different shape of the same swing. Macomb is the suburban county directly north of Detroit, the heart of the American auto industry's blue-collar workforce. It voted Democratic in every presidential election from 1948 through 1988 — the original "Reagan Democrat" voters did, in fact, vote for John F. Kennedy and Hubert Humphrey before they voted for Reagan. The county delivered for Bill Clinton twice, narrowly, in 1992 and 1996; it went for Al Gore in 2000; it carried Barack Obama by 8 points in 2008 and 4 in 2012.

The 2016 result was a 12-point swing toward the Republican nominee in a single cycle — Trump won Macomb by 11 points. He won it by 8 in 2020 and 11 again in 2024. Three consecutive cycles in the same direction, with no obvious narrowing.

Macomb's median household income is $76,400. Its non-Hispanic-white share is 76%. The realignment here did not track a population collapse or an industry closure — the auto plants are still operating, the schools are still funded, the population is stable around 880,000. What changed was the political alignment of a particular kind of voter: the unionized, white, non-college, suburban manufacturing worker.

The typology does not place Macomb with McDowell. It places it in **Florida Surge** — a cluster anchored by Volusia County, Florida, and defined not by geography but by a shared signature: a white, middle-income, non-college electorate that moved sharply to the Republican column across the Trump era. That a Detroit auto suburb and a Florida retiree county land in the same type is the point. The model is reading the swing and who swung, not the map. The cluster carries a Florida name because its most central member is in Florida; the pattern it names is national.

## Cobb County, Georgia — Diversifying Metro

[Cobb County, GA](/county/13067/) ran the same shape in the opposite direction. Cobb is a suburban county northwest of Atlanta. It voted Republican in every presidential election from 1972 through 2012 — eleven consecutive cycles, with margins between 12 and 22 points. Newt Gingrich represented Cobb in the US House from 1979 to 1999. The county was, for most of the late twentieth century, one of the most reliably Republican populous counties in the South.

Hillary Clinton carried Cobb by 2 points in 2016 — the first Democratic win there since Jimmy Carter in 1976. Joe Biden won it by 14 in 2020. Kamala Harris won it by 11 in 2024. Three consecutive cycles, again, in the same direction.

The Cobb realignment tracked a demographic change that the McDowell and Macomb realignments did not. Cobb's non-Hispanic-white share fell from 75% in 2000 to 47% in the 2024 ACS five-year file. The county added roughly 220,000 residents over that period, with most of the growth in Black, Hispanic, and Asian populations and in college-educated white voters relocating from the Northeast.

The typology places Cobb in **Diversifying Metro** — mid-size metropolitan counties growing more diverse and trending Democratic. The demographic transformation the old Realigner label treated as incidental is, in the new typology, the defining variable.

## What the split buys

The old archetype treated all three counties as one shape because it looked only at the cycle-over-cycle margins. The margins did look alike: a multi-decade lean to one party, then a multi-cycle swing the other way, large enough that the new direction was not a one-cycle artifact. A deterministic gate on demographics could separate the very poorest of these counties from the rest, but the model could go no further. It could say the three counties rhymed. It could not say what kind of place each one had become.

The new typology looks at the margins and at the income, education, race, language, religion, and ancestry of the place. On those terms the three counties are not alike at all. McDowell is the political signature of Appalachian economic decline. Cobb is the political signature of suburban diversification. Macomb is the political signature of a white, non-college swing constituency that crosses regions. Same shape on the vote line; three different machines underneath.

This is one of the things Akashic is for. The typology is a first-pass index — a way to find the places whose trajectories look like McDowell's, or Macomb's, or Cobb's, and now to find them sorted by the mechanism and not only the shape. The page for each county carries the demographic profile, the religious adherence, the 148-year election table, and the ten counties whose voting pattern most closely resembles it. The story behind the realignment is in those files. The typology is the index entry.

— Akashic Intelligence