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RAND, LUCAS

R Β· house

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FEC candidate id
H6VA11173
Internal id
6c2b2f9a-829e-40b7-8303-c6ed7f5918ec
Status
open seat

Who this candidate represents

Who lives here β€” American Community Survey 5-year estimates (2024), VA-11. Source.

CategoryMetricValue
PeoplePopulation785,090
PeopleMedian age39
IncomeMedian household income$160,992
IncomePer-capita income$73,187
IncomeIn poverty5.1%
IncomeUnemployed4.0%
IncomeGini inequality index0.411
RaceWhite alone50.3%
RaceBlack alone8.5%
RaceAsian alone22.3%
RaceHispanic or Latino14.8%
RaceTwo or more races12.8%
OriginForeign-born30.7%
LanguageSpeaks English only at home61.8%
LanguageSpeaks Spanish at home11.1%
EducationHigh school or higher78.9%
EducationBachelor's or higher68.3%
EducationAdvanced degree34.2%
HouseholdFamily households70.6%
HouseholdAvg household size2.74
HouseholdNever married (15+)31.8%
HousingMedian home value$731,100
HousingMedian gross rent$2,367
HousingSingle-family detached44.7%
HousingBuilt before 19400.6%
HousingOvercrowded (>1 per room)2.8%
HousingVacant units3.3%
ServiceVeterans (18+)7.4%
HealthWith a disability7.4%
ConnectivityHouseholds with broadband97.4%
ConnectivityHouseholds with no internet1.3%
CommuteDrove alone55.1%
CommutePublic transit4.0%
CommuteWorked from home30.3%

Cycle financials

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

CycleRaisedSpentCash on handDebtsIndiv. contribs.
2026$50,230$50,230$0$0$31,550

Elections

Committees

Election prediction

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

P(win) = 20.1%

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

Connected on the graph

Outbound (1)

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β€”principal_candidate_ofLUCAS RAND FOR CONGRESSβ€”candidate_committees

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