TOLIVER, DESIREE
D Β· house
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- FEC candidate id
H4WA10085- Internal id
ac1b20ad-21bb-47c6-8a28-f6bc285612af- Status
- challenger
Who this candidate represents
Who lives here β American Community Survey 5-year estimates (2024), WA-10. Source.
| Category | Metric | Value |
|---|---|---|
| People | Population | 777,317 |
| People | Median age | 37 |
| Income | Median household income | $94,427 |
| Income | Per-capita income | $44,312 |
| Income | In poverty | 9.4% |
| Income | Unemployed | 5.1% |
| Income | Gini inequality index | 0.408 |
| Race | White alone | 62.1% |
| Race | Black alone | 7.4% |
| Race | Asian alone | 7.6% |
| Race | Hispanic or Latino | 13.6% |
| Race | Two or more races | 15.7% |
| Origin | Foreign-born | 11.6% |
| Language | Speaks English only at home | 82.5% |
| Language | Speaks Spanish at home | 6.8% |
| Education | High school or higher | 57.7% |
| Education | Bachelor's or higher | 32.1% |
| Education | Advanced degree | 11.9% |
| Household | Family households | 66.4% |
| Household | Avg household size | 2.58 |
| Household | Never married (15+) | 32.3% |
| Housing | Median home value | $485,400 |
| Housing | Median gross rent | $1,789 |
| Housing | Single-family detached | 63.3% |
| Housing | Built before 1940 | 3.6% |
| Housing | Overcrowded (>1 per room) | 3.1% |
| Housing | Vacant units | 4.8% |
| Service | Veterans (18+) | 11.8% |
| Health | With a disability | 14.9% |
| Connectivity | Households with broadband | 94.8% |
| Connectivity | Households with no internet | 3.6% |
| Commute | Drove alone | 69.9% |
| Commute | Public transit | 1.9% |
| Commute | Worked from home | 14.9% |
Cycle financials
Source: FEC weball bulk file (cycle summary). Numbers in USD; 0 = no activity reported.
| Cycle | Raised | Spent | Cash on hand | Debts | Indiv. contribs. |
|---|---|---|---|---|---|
| 2024 | $3,372 | $2,298 | $1,075 | $0 | $3,372 |
Elections
- 2024 general house Β· WA-10 β lost_general
Committees
- COMMITTEE TO ELECT TOLIVER FOR CONGRESSIONAL DISTRICT 10 β principal Β· type H
Election prediction
Cycle 2026 Β· model baseline-v1 Β· base rate 15.1%
P(win) = 25.1%
| Feature | Ξ 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)
| date | type | to | amount | role | source |
|---|---|---|---|---|---|
| β | principal_candidate_of | COMMITTEE TO ELECT TOLIVER FOR CONGRESSIONAL DISTRICT 10 | β | candidate_committees |