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RYAN, HEATHER

D Β· house

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FEC candidate id
H8KY01041
Internal id
9383e5d9-b61c-49c8-8e05-95009f7d469d
Status
challenger

Who this candidate represents

Who lives here β€” American Community Survey 5-year estimates (2024), KY-01. Source.

CategoryMetricValue
PeoplePopulation753,971
PeopleMedian age40
IncomeMedian household income$58,027
IncomePer-capita income$31,470
IncomeIn poverty17.0%
IncomeUnemployed4.6%
IncomeGini inequality index0.458
RaceWhite alone85.6%
RaceBlack alone6.7%
RaceAsian alone0.7%
RaceHispanic or Latino4.1%
RaceTwo or more races5.3%
OriginForeign-born2.2%
LanguageSpeaks English only at home95.3%
LanguageSpeaks Spanish at home2.3%
EducationHigh school or higher58.3%
EducationBachelor's or higher21.0%
EducationAdvanced degree8.5%
HouseholdFamily households64.7%
HouseholdAvg household size2.42
HouseholdNever married (15+)27.7%
HousingMedian home value$167,700
HousingMedian gross rent$839
HousingSingle-family detached72.0%
HousingBuilt before 19404.3%
HousingOvercrowded (>1 per room)2.0%
HousingVacant units13.5%
ServiceVeterans (18+)7.0%
HealthWith a disability20.5%
ConnectivityHouseholds with broadband85.6%
ConnectivityHouseholds with no internet10.9%
CommuteDrove alone79.0%
CommutePublic transit0.3%
CommuteWorked from home7.1%

Cycle financials

Source: FEC weball bulk file (cycle summary). Numbers in USD; 0 = no activity reported.

CycleRaisedSpentCash on handDebtsIndiv. contribs.
2008$27,939$21,203$6,662$0$18,839

Elections

Committees

Election prediction

Cycle 2026 Β· model baseline-v1 Β· base rate 15.1%

P(win) = 25.1%

FeatureΞ” P(win)
Base rate (historical)15.1%
D (major party)+10.0%

Baseline model (incumbency Γ— party Γ— office). Calibration: backtest Brier score is the reference, see npm run db:ingest -- --source=predict-backtest-election. Future model versions must beat baseline Brier on the same held-out cohort or they don't ship.

Connected on the graph

Outbound (1)

datetypetoamountrolesource
β€”principal_candidate_ofHEATHER RYAN FOR CONGRESSβ€”candidate_committees

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