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WILLIAMS, LANCE A. DR.

I Β· president

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FEC candidate id
P80008121
Internal id
d3be96fa-7f1c-45d8-bfdf-e999ffabdb9e

Cycle financials

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

CycleRaisedSpentCash on handDebtsIndiv. contribs.
2026$11,570$6,828$4,742$10,000$545

Elections

Committees

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.

Connected on the graph

Outbound (1)

datetypetoamountrolesource
β€”principal_candidate_ofLANCE WILLIAMS FOR PRESIDENTβ€”candidate_committees

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