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RALSTON, J. GRAHAM

I Β· house

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FEC candidate id
H4WA06158
Internal id
436a2db2-7240-4372-ab9f-3a9fafbf784d
Status
open seat

Who this candidate represents

Who lives here β€” American Community Survey 5-year estimates (2024), WA-06. Source.

CategoryMetricValue
PeoplePopulation782,007
PeopleMedian age42
IncomeMedian household income$90,625
IncomePer-capita income$49,651
IncomeIn poverty10.1%
IncomeUnemployed4.9%
IncomeGini inequality index0.450
RaceWhite alone74.7%
RaceBlack alone3.3%
RaceAsian alone4.2%
RaceHispanic or Latino9.6%
RaceTwo or more races12.2%
OriginForeign-born7.4%
LanguageSpeaks English only at home89.8%
LanguageSpeaks Spanish at home4.7%
EducationHigh school or higher58.5%
EducationBachelor's or higher35.1%
EducationAdvanced degree13.4%
HouseholdFamily households63.6%
HouseholdAvg household size2.37
HouseholdNever married (15+)29.1%
HousingMedian home value$498,600
HousingMedian gross rent$1,651
HousingSingle-family detached69.6%
HousingBuilt before 19405.0%
HousingOvercrowded (>1 per room)2.6%
HousingVacant units9.8%
ServiceVeterans (18+)12.2%
HealthWith a disability16.7%
ConnectivityHouseholds with broadband93.5%
ConnectivityHouseholds with no internet4.5%
CommuteDrove alone66.9%
CommutePublic transit3.1%
CommuteWorked from home16.2%

Elections

Committees

No committees on file.

Election prediction

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

P(win) = 10.1%

FeatureΞ” P(win)
Base rate (historical)15.1%
open seat-5.0%

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.

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