GRAY, SARAH ELIZABETH
D Β· house
Sign in to add to a watchlist β
- FEC candidate id
H4OK01099- Internal id
e17727dc-0d15-48ce-babc-a54b64d1c164- Status
- challenger
Who this candidate represents
Who lives here β American Community Survey 5-year estimates (2024), OK-01. Source.
| Category | Metric | Value |
|---|---|---|
| People | Population | 809,593 |
| People | Median age | 37 |
| Income | Median household income | $70,845 |
| Income | Per-capita income | $40,098 |
| Income | In poverty | 13.8% |
| Income | Unemployed | 5.1% |
| Income | Gini inequality index | 0.473 |
| Race | White alone | 62.1% |
| Race | Black alone | 8.4% |
| Race | Asian alone | 3.5% |
| Race | Hispanic or Latino | 14.6% |
| Race | Two or more races | 15.6% |
| Origin | Foreign-born | 9.1% |
| Language | Speaks English only at home | 84.8% |
| Language | Speaks Spanish at home | 10.6% |
| Education | High school or higher | 59.3% |
| Education | Bachelor's or higher | 33.3% |
| Education | Advanced degree | 11.5% |
| Household | Family households | 63.5% |
| Household | Avg household size | 2.50 |
| Household | Never married (15+) | 31.4% |
| Housing | Median home value | $231,900 |
| Housing | Median gross rent | $1,112 |
| Housing | Single-family detached | 70.5% |
| Housing | Built before 1940 | 4.1% |
| Housing | Overcrowded (>1 per room) | 3.3% |
| Housing | Vacant units | 8.3% |
| Service | Veterans (18+) | 7.0% |
| Health | With a disability | 14.5% |
| Connectivity | Households with broadband | 91.5% |
| Connectivity | Households with no internet | 6.0% |
| Commute | Drove alone | 76.6% |
| Commute | Public transit | 0.3% |
| Commute | Worked from home | 11.3% |
Elections
- 2024 general house Β· OK-1 β lost_general
Committees
- SARAH GRAY FOR CONGRESS 2024 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 | SARAH GRAY FOR CONGRESS 2024 | β | candidate_committees |