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BOYDA, NANCY E

D Β· house

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FEC candidate id
H4KS02206
Internal id
db5d62fe-14c0-4d18-a0d7-f0a73ddf6383
Status
challenger

Who this candidate represents

Who lives here β€” American Community Survey 5-year estimates (2024), KS-02. Source.

CategoryMetricValue
PeoplePopulation732,657
PeopleMedian age38
IncomeMedian household income$65,594
IncomePer-capita income$34,498
IncomeIn poverty13.3%
IncomeUnemployed4.2%
IncomeGini inequality index0.434
RaceWhite alone73.6%
RaceBlack alone7.6%
RaceAsian alone1.9%
RaceHispanic or Latino13.5%
RaceTwo or more races11.0%
OriginForeign-born6.1%
LanguageSpeaks English only at home89.6%
LanguageSpeaks Spanish at home7.7%
EducationHigh school or higher58.6%
EducationBachelor's or higher27.9%
EducationAdvanced degree10.4%
HouseholdFamily households63.6%
HouseholdAvg household size2.44
HouseholdNever married (15+)30.2%
HousingMedian home value$166,600
HousingMedian gross rent$954
HousingSingle-family detached74.7%
HousingBuilt before 19405.2%
HousingOvercrowded (>1 per room)2.6%
HousingVacant units10.8%
ServiceVeterans (18+)8.4%
HealthWith a disability15.7%
ConnectivityHouseholds with broadband88.9%
ConnectivityHouseholds with no internet8.7%
CommuteDrove alone76.9%
CommutePublic transit0.4%
CommuteWorked from home8.8%

Cycle financials

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

CycleRaisedSpentCash on handDebtsIndiv. contribs.
2024$245,108$245,108$0$99,020$120,511

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.

Independent expenditures

Money spent by super PACs and other non-connected committees for or against this candidate. Source: FEC Schedule E (independent_expenditure CSV bulk).

CycleSupportOpposeIEs
2024$0$31,8752

Recent (latest 25)

DateSpenderFor / againstAmountPurpose
β€”AMERICANS FOR PROSPERITY ACTION, INC. (AFP ACTI…oppose$28,000MEDIA PLACEMENT
β€”AMERICANS FOR PROSPERITY ACTION, INC. (AFP ACTI…oppose$3,875MEDIA PRODUCTION

Connected on the graph

Inbound (2)

datefromtypeamountrolesource
β€”AMERICANS FOR PROSPERITY ACTION, INC. (AFP ACTION) DBA CVA ACTION AND DBA LIBRE ACTIONopposes_independently$28,000fec_ies
β€”AMERICANS FOR PROSPERITY ACTION, INC. (AFP ACTION) DBA CVA ACTION AND DBA LIBRE ACTIONopposes_independently$3,875fec_ies

Outbound (1)

datetypetoamountrolesource
β€”principal_candidate_ofBOYDA FOR CONGRESSβ€”candidate_committees

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