RAMSBURG, KAREN
D Β· house
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- FEC candidate id
H2PA09084- Internal id
c350825b-688e-48fa-b557-f4954ebdfedc- Status
- challenger
Who this candidate represents
Who lives here β American Community Survey 5-year estimates (2024), PA-09. Source.
| Category | Metric | Value |
|---|---|---|
| People | Population | 765,525 |
| People | Median age | 43 |
| Income | Median household income | $69,483 |
| Income | Per-capita income | $37,434 |
| Income | In poverty | 11.4% |
| Income | Unemployed | 4.9% |
| Income | Gini inequality index | 0.443 |
| Race | White alone | 88.1% |
| Race | Black alone | 2.5% |
| Race | Asian alone | 0.9% |
| Race | Hispanic or Latino | 6.8% |
| Race | Two or more races | 5.7% |
| Origin | Foreign-born | 2.7% |
| Language | Speaks English only at home | 94.0% |
| Language | Speaks Spanish at home | 3.7% |
| Education | High school or higher | 66.1% |
| Education | Bachelor's or higher | 23.3% |
| Education | Advanced degree | 8.7% |
| Household | Family households | 64.0% |
| Household | Avg household size | 2.37 |
| Household | Never married (15+) | 31.1% |
| Housing | Median home value | $205,800 |
| Housing | Median gross rent | $946 |
| Housing | Single-family detached | 66.9% |
| Housing | Built before 1940 | 5.4% |
| Housing | Overcrowded (>1 per room) | 1.2% |
| Housing | Vacant units | 12.4% |
| Service | Veterans (18+) | 7.5% |
| Health | With a disability | 15.8% |
| Connectivity | Households with broadband | 87.2% |
| Connectivity | Households with no internet | 10.3% |
| Commute | Drove alone | 76.6% |
| Commute | Public transit | 0.5% |
| Commute | Worked from home | 10.2% |
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. |
|---|---|---|---|---|---|
| 2012 | $15,015 | $14,974 | $39 | $0 | $12,462 |
Elections
- 2012 general house Β· PA-9 β lost_general
Committees
- KAREN RAMSBURG FOR CONGRESS β principal Β· type H
- PENNSYLVANIA PROSPERITY β joint_fundraising Β· type O
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 (2)
| date | type | to | amount | role | source |
|---|---|---|---|---|---|
| β | joint_fundraising_committee_of | PENNSYLVANIA PROSPERITY | β | candidate_committees | |
| β | principal_candidate_of | KAREN RAMSBURG FOR CONGRESS | β | candidate_committees |