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RITCHIE, MALCOLM

D Β· house

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FEC candidate id
H6OH06160
Internal id
94fdf161-4aa4-41e0-889a-5a4cf9afab83
Status
challenger

Who this candidate represents

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

CategoryMetricValue
PeoplePopulation779,266
PeopleMedian age44
IncomeMedian household income$60,453
IncomePer-capita income$33,761
IncomeIn poverty15.5%
IncomeUnemployed4.9%
IncomeGini inequality index0.449
RaceWhite alone87.0%
RaceBlack alone6.0%
RaceAsian alone0.5%
RaceHispanic or Latino3.4%
RaceTwo or more races5.1%
OriginForeign-born1.6%
LanguageSpeaks English only at home96.4%
LanguageSpeaks Spanish at home1.8%
EducationHigh school or higher62.6%
EducationBachelor's or higher21.1%
EducationAdvanced degree7.6%
HouseholdFamily households61.6%
HouseholdAvg household size2.31
HouseholdNever married (15+)30.3%
HousingMedian home value$160,500
HousingMedian gross rent$827
HousingSingle-family detached76.9%
HousingBuilt before 19407.1%
HousingOvercrowded (>1 per room)1.1%
HousingVacant units10.4%
ServiceVeterans (18+)7.5%
HealthWith a disability17.0%
ConnectivityHouseholds with broadband86.2%
ConnectivityHouseholds with no internet10.7%
CommuteDrove alone80.5%
CommutePublic transit0.5%
CommuteWorked from home8.6%

Cycle financials

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

CycleRaisedSpentCash on handDebtsIndiv. contribs.
2026$18,253$15,887$2,365$0$7,909

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.

Top individual donors (2026 cycle)

Via this candidate's principal committee MALCOLM RITCHIE FOR CONGRESS.

Aggregated from FEC Schedule A by donor (name + city + state). Employer + occupation reflect the donor's most recent gift. Source: FEC indiv bulk.

DonorEmployer / occupationCity, STGiftsTotal
BEST, ANDREANOT EMPLOYED Β· NOT EMPLOYEDWHEATON, IL1$50

Connected on the graph

Outbound (1)

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β€”principal_candidate_ofMALCOLM RITCHIE FOR CONGRESSβ€”candidate_committees

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