BUGIE, DOUG
D Β· house
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- FEC candidate id
H2OH10054- Internal id
f855551c-ef48-45ac-9a06-2bbd8556c12c- Status
- challenger
Who this candidate represents
Who lives here β American Community Survey 5-year estimates (2024), OH-07. Source.
| Category | Metric | Value |
|---|---|---|
| People | Population | 781,785 |
| People | Median age | 43 |
| Income | Median household income | $86,611 |
| Income | Per-capita income | $47,292 |
| Income | In poverty | 7.3% |
| Income | Unemployed | 3.5% |
| Income | Gini inequality index | 0.441 |
| Race | White alone | 86.7% |
| Race | Black alone | 3.4% |
| Race | Asian alone | 2.9% |
| Race | Hispanic or Latino | 4.3% |
| Race | Two or more races | 5.6% |
| Origin | Foreign-born | 6.9% |
| Language | Speaks English only at home | 88.4% |
| Language | Speaks Spanish at home | 2.1% |
| Education | High school or higher | 66.1% |
| Education | Bachelor's or higher | 37.5% |
| Education | Advanced degree | 14.5% |
| Household | Family households | 65.0% |
| Household | Avg household size | 2.40 |
| Household | Never married (15+) | 28.8% |
| Housing | Median home value | $250,800 |
| Housing | Median gross rent | $1,117 |
| Housing | Single-family detached | 74.5% |
| Housing | Built before 1940 | 4.6% |
| Housing | Overcrowded (>1 per room) | 1.0% |
| Housing | Vacant units | 4.6% |
| Service | Veterans (18+) | 6.1% |
| Health | With a disability | 12.8% |
| Connectivity | Households with broadband | 91.3% |
| Connectivity | Households with no internet | 6.7% |
| Commute | Drove alone | 74.0% |
| Commute | Public transit | 0.5% |
| Commute | Worked from home | 15.2% |
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. |
|---|---|---|---|---|---|
| 1994 | $0 | $0 | $47 | $42,494 | $0 |
| 1992 | $92,601 | $92,553 | $47 | $42,494 | $43,723 |
Elections
Committees
No committees on file.
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.