pac.dog pac.dog / Candidates

LY, FRANCINE

D Β· house

Sign in to add to a watchlist β†’

FEC candidate id
H4TX24169
Internal id
89cbe8bf-b6ae-41ad-aab3-7f7808be43cd
Status
challenger

Who this candidate represents

Who lives here β€” American Community Survey 5-year estimates (2024), TX-24. Source.

CategoryMetricValue
PeoplePopulation761,741
PeopleMedian age39
IncomeMedian household income$115,964
IncomePer-capita income$67,571
IncomeIn poverty6.2%
IncomeUnemployed3.5%
IncomeGini inequality index0.501
RaceWhite alone65.9%
RaceBlack alone7.5%
RaceAsian alone8.8%
RaceHispanic or Latino18.2%
RaceTwo or more races13.1%
OriginForeign-born14.9%
LanguageSpeaks English only at home78.0%
LanguageSpeaks Spanish at home11.3%
EducationHigh school or higher70.2%
EducationBachelor's or higher54.5%
EducationAdvanced degree21.3%
HouseholdFamily households69.2%
HouseholdAvg household size2.63
HouseholdNever married (15+)27.9%
HousingMedian home value$468,700
HousingMedian gross rent$1,778
HousingSingle-family detached67.2%
HousingBuilt before 19401.0%
HousingOvercrowded (>1 per room)2.5%
HousingVacant units6.0%
ServiceVeterans (18+)6.2%
HealthWith a disability8.9%
ConnectivityHouseholds with broadband96.0%
ConnectivityHouseholds with no internet2.4%
CommuteDrove alone68.6%
CommutePublic transit0.3%
CommuteWorked from home21.9%

Cycle financials

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

CycleRaisedSpentCash on handDebtsIndiv. contribs.
2024$74,937$75,032$0$3,810$68,280

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_ofFRANCINE LY FOR CONGRESSβ€”candidate_committees

pac.dog is a free, independent, non-partisan research tool. Every candidate, committee, bill, vote, member, and nonprofit on this site is mirrored from primary U.S. government sources (FEC, congress.gov, govinfo.gov, IRS) and each state's Secretary of State / election commission β€” no third-party data vendors, no paywall, no editorial intermediation. Citations to the originating source are on every detail page.

Estimated value: $180/mo per user β€” but we made it free.