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KIRBY, ANDREA

OTHER Β· house

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FEC candidate id
H8MI09142
Internal id
0159f7f9-4357-4472-beff-3080a58b7d4b
Status
challenger

Who this candidate represents

Who lives here β€” American Community Survey 5-year estimates (2024), MI-10. Source.

CategoryMetricValue
PeoplePopulation771,566
PeopleMedian age41
IncomeMedian household income$76,410
IncomePer-capita income$41,502
IncomeIn poverty10.7%
IncomeUnemployed5.9%
IncomeGini inequality index0.439
RaceWhite alone71.8%
RaceBlack alone13.8%
RaceAsian alone6.8%
RaceHispanic or Latino3.2%
RaceTwo or more races6.2%
OriginForeign-born14.0%
LanguageSpeaks English only at home82.2%
LanguageSpeaks Spanish at home1.6%
EducationHigh school or higher58.1%
EducationBachelor's or higher30.5%
EducationAdvanced degree11.4%
HouseholdFamily households61.8%
HouseholdAvg household size2.38
HouseholdNever married (15+)34.2%
HousingMedian home value$233,800
HousingMedian gross rent$1,241
HousingSingle-family detached66.6%
HousingBuilt before 19404.4%
HousingOvercrowded (>1 per room)1.8%
HousingVacant units4.3%
ServiceVeterans (18+)4.8%
HealthWith a disability14.1%
ConnectivityHouseholds with broadband93.1%
ConnectivityHouseholds with no internet5.6%
CommuteDrove alone74.4%
CommutePublic transit0.7%
CommuteWorked from home14.6%

Elections

Committees

No committees on file.

Election prediction

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

P(win) = 15.1%

FeatureΞ” P(win)
Base rate (historical)15.1%

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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