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GUERRERO, RYAN R

D Β· house

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FEC candidate id
H6CA18156
Internal id
789f0b50-b314-4b3d-aa48-f08b0cf38a91
Status
challenger

Who this candidate represents

Who lives here β€” American Community Survey 5-year estimates (2024), CA-18. Source.

CategoryMetricValue
PeoplePopulation753,842
PeopleMedian age35
IncomeMedian household income$103,584
IncomePer-capita income$40,617
IncomeIn poverty11.6%
IncomeUnemployed5.3%
IncomeGini inequality index0.449
RaceWhite alone25.7%
RaceBlack alone2.1%
RaceAsian alone11.8%
RaceHispanic or Latino65.5%
RaceTwo or more races23.7%
OriginForeign-born34.1%
LanguageSpeaks English only at home37.7%
LanguageSpeaks Spanish at home51.1%
EducationHigh school or higher48.0%
EducationBachelor's or higher24.4%
EducationAdvanced degree8.1%
HouseholdFamily households74.5%
HouseholdAvg household size3.36
HouseholdNever married (15+)42.5%
HousingMedian home value$834,300
HousingMedian gross rent$2,116
HousingSingle-family detached57.8%
HousingBuilt before 19405.1%
HousingOvercrowded (>1 per room)15.9%
HousingVacant units5.3%
ServiceVeterans (18+)2.9%
HealthWith a disability9.7%
ConnectivityHouseholds with broadband93.6%
ConnectivityHouseholds with no internet4.5%
CommuteDrove alone68.5%
CommutePublic transit1.7%
CommuteWorked from home11.2%

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_ofRYAN GUERRERO FOR CONGRESSβ€”candidate_committees

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