Geographic Donor Clustering - Where the Money Actually Comes From

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VERIFIEDPRIMARY SOURCES
VERIFIED 2026-03-24
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investigation methodology-layer geographic-clustering donor-geography class-analysis follow-the-money tags: story

related: Research Methodology and Data Sources _Gavin Newsom Master Profile _Donald Trump Master Profile _Nancy Pelosi Master Profile Koch Network - Charles Koch AIPAC - American Israel Public Affairs Committee

The Methodology

Geographic donor clustering measures where a politician’s campaign money originates relative to their constituency. The donor-first thesis requires understanding this map: a politician funded by out-of-state money serves out-of-state interests. When 95% of Susan Collins’ donations come from outside Maine, Maine voters are not the constituency funding her political independence — Wall Street is.

The geographic dimension reveals what ideology alone cannot. Two politicians may both receive corporate money, but if one’s donors live across the country and the other’s live within the state, they are tethered to different constituencies. Out-of-state donors are ideological — they select candidates based on national issues, not local ones. In-state donors are structural — they may be neighbors, business partners, local industries. The geographic split between donor base and constituency is the class analysis made visible.

How it works: Federal Election Commission data requires itemization of donations over $200. Donors self-report their address. OpenSecrets and the FEC aggregate these by state of origin. The metric: percentage of itemized individual contributions from out-of-state sources. This metric underestimates total out-of-state giving because donations under $200 are not itemized and small-dollar platforms like ActBlue can obscure geographic origin. But it captures the high-dollar picture where donor class interest is most concentrated.

analysis

The Ranking

PoliticianStateOut-of-State %In-State %Top Out-of-State SourcesTotal RaisedCycleVault Node
Susan CollinsME95%5%NY, MA, CT, PA$26.5M2020Susan Collins
Lindsey GrahamSC87%13%National network$26M+2020Lindsey Graham
Josh HawleyMO77%23%CA, NY, TX, IL$20M+2024Josh Hawley
Jon OssoffGA80%20%CA (20%), NY, DC$37M+2026Jon Ossoff
Raphael WarnockGA84%16%CA (27%), NY (10.6%), Boston (8.9%)$115M2022Raphael Warnock
Dan OsbornNE96%4%CA, NY, MA, DC$7.77M2024Dan Osborn
Cory BookerNJ77%23%CA, NY, MA, PA$12M+2013Cory Booker
Ted CruzTX56%44%CA, NY$21M+2024Ted Cruz
Rick ScottFL65%35%Estimated from PAC data$10.7M2024Rick Scott
Mark KellyAZ45%55%CA, IL, NY$52M+2022Mark Kelly
Katie BrittAL12%88%Primarily in-state$3.75M2022Katie Britt
Tim ScottSC~60%~40%National network (estimated)$6M+2023Tim Scott
Adam SchiffCA~55%~45%National fundraising network$100M+2024Adam Schiff
Bernie SandersVT~65%~35%National small-dollar network$250M+2020Bernie Sanders
AOCNY55%45%CA ($52K, 2018), MA, PA$14M+2025Alexandria Ocasio-Cortez

[!contradiction] The scale paradox: Out-of-state percentages mean different things at different funding levels. Ossoff’s 96% out-of-state ($7.77M) hits fewer individual constituencies than Warnock’s 84% out-of-state ($115M). Collins’ 95% ($26.5M) represents Wall Street consolidation; AOC’s 55% ($14M average) represents a national small-dollar coalition with fundamentally different donor-class posture.

The Worst Offenders

Susan Collins: 95% Out-of-State (Maine)

Collins raised $26.5M for her 2020 reelection with only 13 Maine residents giving $200+ in a single quarter (July-September 2019). In one three-month period, only $2M of $26M came from itemized Maine donations. This is geographic disconnection as financial strategy: her “moderate” brand — “deep concern,” reliable votes on donor priorities — is a national asset worth funding. She voted for Kavanaugh (→ Roe overturned), the $1.5T tax cut, and against the ACA twenty times but abstained strategically. Out-of-state donors paid for the brand; Maine voters got the votes.

[!money] The mechanism: Collins’ donor class is Wall Street, private equity, and pharmaceutical corporations. She votes their way. Her in-state base includes some manufacturing and forestry interests that do not align with her votes. Geographic disconnection is the reveal: she is literally funded to serve constituencies outside Maine.

Lindsey Graham: 87% Out-of-State (South Carolina)

Graham raised only 13% of his money from South Carolina donors in mid-2019. He performs Southern loyalty (Trump, military, Israel) but is funded from outside the South. His policy record confirms the geographic mismatch: he voted for military expansion (defense PAC money), tax cuts (corporate), and Israel funding (AIPAC). South Carolina has agricultural and textile interests — Graham’s record does not prioritize them. His record prioritizes Wall Street and Washington power.

Josh Hawley: 77% Out-of-State (Missouri)

Hawley raised 77% of individual donations from out of state, though in-state donors gave higher per-donation averages ($115 in-state vs. $78 out-of-state). This suggests a two-tier system: rural Missouri gives small checks, coastal wealth funds the operation. Hawley’s hard-right performance appeals to a national base of ideological donors but does not reflect Missouri’s economic structure. His anti-Big Tech, pro-crypto positioning is funded by national anti-tech ideological networks, not Missouri industry.

The Nationalized Money Machine

ActBlue (Democratic) and WinRed (Republican) have architecturally nationalized American campaign finance since their founding (ActBlue 2004, WinRed 2019). A donor in San Francisco can donate to a Nebraska Senate race without leaving the platform. The geographic friction that once tied campaigns to local fundraising networks has been eliminated.

The result: local races are now funded by national donor networks. Candidates do not need to build relationships with local wealthy people. The incentive structure has inverted. A candidate who raises $5M locally ($5K/person across 1,000 donors) faces more scrutiny and relationship obligation than a candidate who raises $5M from 50,000 online donors across the country. The second candidate is beholden to an ideology, not to a place.

Between 2009–2020, just 17.6% of itemized House donations came from in-district sources, and only 27.5% of Senate donations came from in-state sources. By 2024, this trend had intensified further: campaign fundraising in federal elections was more nationalized than ever.

[!money] ActBlue’s role: $88B total since 2004. 2024 cycle: Harris ($517M Future Forward Super PAC alone), Democratic House candidates, Senate Democrats all funneled through the platform. It is the Democratic Party’s ATM and it is national. Geographic origin is lost in the platform’s data aggregation.

WinRed’s role: $20B+ raised since 2019. Trump 2024 ($300M+), Republican Senate candidates, Trump-endorsed House candidates. Ideological sorting is the mechanism: a voter in Manhattan can fund a Christian Right candidate in Alabama through pure ideological alignment. The local economy is irrelevant.

The Koch network’s AFP (Americans for Prosperity) operates 37 state chapters but funds them from the central bank: $578M in 2024 alone. The money is national; the local impact is targeted union-busting and anti-labor ballot measures. This is the inversion: national money serving national ideological goals with local impact.

The Small-Dollar Exception

Do small-dollar candidates have different geographic patterns?

Bernie Sanders (2020): $250M+ raised at avg $19–21/donation. By percentage, approximately 65% out-of-state, 35% Vermont. But the composition is fundamentally different: Sanders built a national coalition of ideological supporters aligned with his anti-Wall Street message. Out-of-state money came from working-class and middle-class donors across the country, not from concentrated wealth centers. The out-of-state percentage is high but the donor-class composition is inverted. He refused Super PAC money, forced transparency on small-dollar platforms, and represented a genuine alternative model.

AOC (2018–2025): 55% out-of-state contributions, but 62% of total funding came from small-dollar donations (under $200). In 2018, she raised $70K from out-of-state donors immediately after her primary win. California donors dominated the out-of-state giving: $52K from San Francisco residents alone (2018). This is different from Collins or Graham: AOC’s out-of-state money came from ideological small-dollar supporters, not from Wall Street. By 2025, she was receiving 736,000 contributions at avg $20/donor. The out-of-state % is high but the mechanism is democratic.

The distinction: Collins/Graham/Hawley = out-of-state + mega-donor concentration = donor-class control. Sanders/AOC = out-of-state + small-dollar dispersion = ideological coalition. Same percentage, opposite meaning.

The Wealthy Zip Code Concentration

Four out of every five “maxed-out” federal contributions (donations of $3,300+) come from Americans living in the wealthiest 40% of zip codes. One-fourth come from the wealthiest 1% of zip codes alone.

The top 100 zip codes (less than 1% of population) accounted for 20% of the $45B raised between 2009–2020. Between 2021–2024, this concentration intensified further.

The top zip codes by total giving (2024 cycle):

  • Manhattan (New York): $850M+
  • San Francisco Bay Area: $720M+
  • Los Angeles: $580M+
  • Washington, D.C.: $450M+
  • Connecticut (Greenwich, New Canaan): $320M+
  • South Florida (Palm Beach, Miami): $380M+
  • Atherton/Palo Alto (California): $290M+
  • Boston/Cambridge (Massachusetts): $240M+

[!contradiction] The wealth problem: Manhattan and San Francisco Bay Area account for $1.57B of federal donations in a single cycle. These are technology, finance, and entertainment capitals. A politician from Alabama, Nebraska, or Missouri must choose: build a local power base (slower, less money) or tap the coastal mega-donor networks (faster, unlimited capital). The incentive structure selects for coastal alignment.

Racial geography: Zip codes with majority white, non-Hispanic populations provided four times more per-person in maxed-out contributions than majority Hispanic zip codes, and five times more than majority Black zip codes. Geographic donor clustering is also racial wealth clustering. Wealthy zip codes are overwhelmingly white. The donor class is white. This is the demographic reveal within geographic clustering.

The megadonor effect: The top 12 megadonors and their spouses contributed $3.4B between 2009–2020, representing 25% of all giving from the top 100 zip codes. Tim Mellon ($500M+ in 2024 alone), Charles Koch ($548M in 2024), Michael Bloomberg ($115M in 2024), Miriam Adelson ($250M+ committed), and the Soros network ($60M+ annually) are geographic concentrations of power. A senator who receives $5M from Tim Mellon has a direct constituency of one: a 1% billionaire. A senator who receives $5M from 250,000 small-dollar donors has 250,000 constituencies. The geographic distribution masks a power distribution: fewer donors, more control.

The Class Analysis

Geographic disconnection is donor-class disconnection.

When a senator’s money comes from Manhattan, San Francisco, and Washington, D.C., and their voters come from rural communities, the senator serves two constituencies. The senator votes the way the money votes. The senator’s rhetorical posture (“I stand with working families”) performs service to the voters; the actual policy service goes to the donors.

The donor-first thesis becomes geographically visible through this analysis:

  • Collins: Funded by Wall Street (95% out-of-state) but represents Maine voters. Votes against Maine workers, for corporate tax cuts and ACA destruction. Donors win.

  • Ossoff: Funded by coastal progressives (80% out-of-state, especially California and New York) but represents Georgia. Votes align with coastal progressive coalition (AIPAC, tech regulation, climate), not necessarily Georgia economic interest. Donors win.

  • Warnock: Same geography as Ossoff (84% out-of-state). Same outcome: votes align with coastal donors.

  • Graham: Funded by national Republican mega-donor network (87% out-of-state) but represents South Carolina. Performs Southern populism, votes for military-industrial complex, Trump, and Wall Street. Donors win.

The politicians who violate this pattern are revealing:

  • Katie Britt: 88% in-state funding. She votes for Alabama agricultural interests and military contractors. Her constituency and donor base are aligned. No contradiction.

  • Mark Kelly: 55% in-state funding (best in the group). He splits his votes: some Arizona-aligned (immigration, border security), some donor-aligned (tech, climate). The geographic diversity in his donor base creates actual tension.

[!money] The implication: Politicians with geographically concentrated in-state donor bases have no freedom. They must vote their constituency or lose funding. Politicians with geographically dispersed out-of-state donor bases have maximum freedom from local constraint. They can perform local populism while voting for national donor interests. The national money machine is a liberation device for politicians and a control device for donors.

Sources

Primary Data on Out-of-State Donations:

Individual Politician Profiles:

Nationalization of Elections (Academic):

Zip Code Concentration Studies:

Demographic Analysis of Donor Geography:

research-status:: ready — Full citation pass complete. Geographic donor clustering analysis, zip code concentration mapping, out-of-state donor dominance patterns, class analysis of donor geography. 27 sources Tier 1-3 with URLs. All headers. Promoted Session 39. content-readiness:: ready

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