FutureBallotU.S. election forecasts, with every number traced to its source

VA-3 · House

election-day forecast · ground-up model · as of 2026-10-02

Safe D
100%
Bobby Scott
Democrat
0%
Edwin Rivera
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40D+46.8
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean+28.9
experience gap+12.1
2024 House lean+10.7
PAC money balance+8.2
2022 House lean+1.9

The district, in brief

Virginia's 3rd covers the inner Hampton Roads, including parts of Hampton and Norfolk and the city of Newport News, on the map first used in 2022. The text gives no presidential result for the district; the facts give a 2024 presidential baseline on these lines of 35.1 for the Democrat.

The incumbent is Democrat Bobby Scott, re-elected with 70% in 2024. His only listed Democratic challenger, lawyer Justin Maffett, withdrew. The Republican nominee is Edwin Rivera, a U.S. Army veteran, with no primary opponent listed. Two independents are also standing, attorney Makiba Gaines and U.S. Navy veteran Steve Woll; a third independent, Dawn Vasquez, withdrew. As of July 15, 2026 Scott had raised $688,200 with $191,843 on hand, Rivera $6,555 with $1,762 on hand.

Every rater listed calls the seat D: Decision Desk HQ (July 14, 2026), the Cook Political Report, Inside Elections and Sabato's Crystal Ball (all April 21, 2026). The text says Scott is not expected to face a serious challenge from Republicans or independents. No district polls are recorded.

A paragraph quoting a model forecast from the day this brief was written is omitted; the current forecast is at the top of this page.

The facts, each beside its sentence

Incumbent
Bobby Scott (D)The incumbent is Democrat Bobby Scott, who was re-elected with 70% of the vote in 2024.
Open seat
noThe incumbent is Democrat Bobby Scott
Democratic nominee
Bobby Scott*Bobby Scott, incumbent U.S. representative
Republican nominee
Edwin Rivera*Edwin Rivera, U.S. Army veteran
Democrat's background
Incumbent U.S. representative*Bobby Scott, incumbent U.S. representative
Republican's background
U.S. Army veteran*Edwin Rivera, U.S. Army veteran
Last result
Scott re-elected with 70% in 2024who was re-elected with 70% of the vote in 2024
Primaries
Scott's only listed Democratic rival, lawyer Justin Maffett, withdrew; no Republican primary opponent is listed for Rivera====Withdrawn==== *Justin Maffett, lawyer ====Endorsements====
Raters
Decision Desk HQ: D (July 14, 2026); Cook: D (April 21, 2026); Inside Elections: D (April 21, 2026); Sabato's Crystal Ball: D (April 21, 2026)Decision Desk HQ D July 14, 2026 The Cook Political Report D April 21, 2026 Inside Elections D April 21, 2026 Sabato's Crystal Ball D April 21, 2026
Money
As of July 15, 2026: Scott raised $688,200, spent $659,220, $191,843 on hand; Rivera raised $6,555, spent $4,793, $1,762 on hand| Bobby Scott (D) $688,200 $659,220 $191,843 | Edwin Rivera (R) $6,555 $4,793 $1,762
Also
The text calls this a safe Democratic seat with no serious challenge expectedCongressman Scott represents a safe Democratic seat and is not expected to face a serious challenge from Republicans or independents.
Two independents are on the ballot, attorney Makiba Gaines and U.S. Navy veteran Steve Woll; a third, Dawn Vasquez, withdrew after raising $23,924*Makiba Gaines, attorney *Steve Woll, U.S. Navy veteran

Not in the source: The text gives no presidential result for the district.; No primary results are given for either party; the text names only the nominees and one withdrawn Democrat.; No polls are on the page and the model's basis says no district polls.; No fundraising figures are given for the two independents on the ballot; the only independent figure is for the withdrawn Dawn Vasquez, as of August 28, 2025.

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as c1a7fb5c3c14; written by claude-fable-5-1 (batch reader) on 2026-09-30 and checked mechanically: every quote occurs verbatim in the archived text, every number in the brief occurs in the inputs. No probability here is the reader's.

Who holds the seat now

Robert C. "Bobby" Scott (Democrat), in this chamber since 1993, 17 terms. Committees: House Committee on Education and Workforce (Ranking Member); House Committee on the Budget.

From the congress-legislators dataset (CC0), archived as ae8cb9477c48. For a Senate race this lists both of the state's senators; the one whose term ends in the election year holds the seat on the ballot. For a House district redrawn for 2026 it is the member elected under the old lines with this number, who may be running elsewhere; the dossier above names who is running here.

How it has voted for president

Two-party margin201620202024
PresidentD+31.2D+35.0D+31.2

A shift of 0.1 points toward the Democrats from 2016 to 2024. county returns placed on the current lines by 2020 block population; MEDSL county file (2016), an MIT-licensed county file (2020, checked against certified state results) and MEDSL precinct returns (2024). For a district split across counties this is an estimate, and where the state published the exact 2024 figure for these lines, that exact figure is the one the model uses.

Who are the voters?

Group (adults 25+)Share of adultsTurnout 2020 / midtermShare of a midterm electorateEst. Democratic share, 2020
White, no degree29%65% / 46%29%26%
White, degree15%89% / 71%24%76%
Black43%58% / 41%38%97%
Hispanic6%32% / 21%3%76%
Asian3%49% / 28%2%84%
Other / multiracial3%66% / 49%4%77%

Of about 512,173 adults 25 and over. In 2020 the district voted 69.4% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 69.6% Democratic: the midterm electorate alone moves the margin 0.5 points toward Democrats. Group shares are estimated from how results vary across the state's census tracts (ecological inference, anchored to Pew's 2020 validated-voter figures) and calibrated to this district's actual 2020 vote; turnout is the Census survey's state rate by race and national rate by education, whose state samples carry margins of several points.

Not answered here: how each group will vote in 2026. These are 2020 preferences; this profile is description, not yet an input to the forecast.

The money

CandidateRaisedCash on handPAC shareSelf-fundedOutside $ forOutside $ against
Scott, Robert C (DEM)
incumbent
$688,200$191,84344%0%$0$0
Woll, Stephen C. (IND)
challenger
$34,330$14,7170%58%$0$0
Vasquez, Dawn E (IND)
challenger · not on our roster
$23,925$00%100%$0$0
Rivera, Edwin Mr. Jr. (REP)
challenger
$6,555$1,7628%63%$0$0

FEC bulk candidate summaries through July 15, 2026; no independent expenditures reported for or against any candidate, which usually means nobody outside the district thinks it is in play.

The district in numbers

MeasureDistrictNationDifference
Bachelor's degree or higher, 25+29.0%34.9%-5.9 pts
White, non-Hispanic39.5%58.2%-18.8 pts
Black, non-Hispanic42.9%12.0%+30.9 pts
Hispanic or Latino8.5%19.0%-10.5 pts
Asian, non-Hispanic2.9%5.8%-2.9 pts
Foreign-born6.5%13.9%-7.3 pts
Median age34.539.2-4.7
Median household income$66,051$84,362$-18,311
Median home value$252,900$379,737$-126,837
Owner-occupied homes52.2%65.1%-12.9 pts
Unemployment, July 2026 (BLS county data)4.3%4.4%-0.0 pts
Change in unemployment, past 12 months+0.3 pts——
Change since the last election (24 months)+0.6 pts——
Unemployment (ACS)6.0%5.2%+0.9 pts
Federal government workers9.1%2.6%+6.4 pts
Work from home8.7%13.5%-4.8 pts
Households on SNAP15.1%11.8%+3.3 pts
Households with Social Security income27.2%31.2%-4.0 pts
Households with public assistance income2.8%2.7%+0.1 pts
Moved in from another state, past year4.0%2.3%+1.6 pts
Gini index0.500.440.06
Per-capita personal income (BEA), 2024$54,691$73,248$-18,557
Per-capita income growth since 2019, nominal, 202431.5%32.0%-0.5 pts
Government and other transfers, share of income, 202426.1%19.6%+6.5 pts
Social Security, share of income, 20226.2%5.8%+0.4 pts
Medicare, share of income, 20224.5%4.5%+0.0 pts
Medicaid, share of income, 20226.7%4.0%+2.7 pts
SNAP, share of income, 20221.1%0.6%+0.5 pts
Earned Income Tax Credit, share of income, 20220.6%0.4%+0.2 pts
Veterans' benefits, share of income, 20222.8%0.9%+1.9 pts
Federal civilian jobs, share of all jobs, 20229.0%1.3%+7.7 pts
Military jobs, share of all jobs, 20227.5%0.9%+6.6 pts

ACS 5-year 2023, the Census Bureau's own tabulation of this district (118th Congress lines). Unemployment is the BLS county series placed on the district by block population, not seasonally adjusted, so changes are same-month comparisons. Income, transfers and jobs are BEA county accounts placed the same way, compared with the average district. Every other figure is a named column of a named table in the Bureau's summary file, archived before it was read. This is what a reader knows about a district before looking at a poll; the model does not yet use it, and whether it should is a registered question.

Who is favoured, and by how much?

>99%
Bobby Scott
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02
+46.8
expected margin, D-R
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from +33.1 to +60.6 points, D-R. It is wide because this district has never been polled.

What is this built on?

A model trained on every contested House race 2012-2024 predicts this district's lean from its own record: presidential and House results on the current lines, incumbency, both candidates' prior offices, outside and party money before 1 October, demographics and public-assistance shares from the Census release before the election, local unemployment and income, and religious tradition. The national margin comes from presidential approval, the economy, the midterm penalty and the generic ballot corrected for its measured lean. Draws share national and state errors, so the seat total and this district come from the same simulation.

Not answered here: district polls, which are not yet folded in.

Why does the model say this?

Each figure is how far this district's predicted lean moves when that one feature is set to the typical value across 2026 districts, everything else held: 2024 presidential lean (D+36.6): 28.9 pts toward the Democrat; experience gap (+4 levels, D minus R): 12.1 pts toward the Democrat; 2024 House lean (D+42.9): 10.7 pts toward the Democrat; PAC money balance: 8.2 pts toward the Democrat; 2022 House lean (D+37.1): 1.9 pts toward the Democrat.

How sure is it, and of what?

Total sd 8.35 points, made of the seat's own volatility 91%, correlated polling error 9%. The decomposition is stored with the forecast rather than reconstructed, so a probability whose dominant input is a placeholder is visibly that.

Not answered here: a nowcast. 'If ballots were cast today' needs something that observes today, and for a House district nothing does. Publishing the election-day figure under both labels would make one forecast look like two.

How was this number made?

Run 6f211e6f-2bdc-4dda-8f72-81fc628dab0b, house_district_prior/0.2.0, as of 2026-10-02. Promoted by a pre-registered gate: on 2016-2022 its Brier score was 0.036 against 0.049 for the previous method, and on a single 2024 run 0.023 against 0.032 (experiments/district_gate_result.md, with an independent review).