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

NY-9 · House

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

Safe D
100%
Yvette Clarke
Democrat
0%
Joel Anabilah-Azumah
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40D+54.0
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean+40.0
2024 House lean+15.1
experience gap+12.4
PAC money balance+9.0
owner share+2.7

The district, in brief

New York's 9th is based in South and Central Brooklyn, including Prospect Heights, Crown Heights, Midwood and Borough Park. The lines are the map first used in 2024 and the district was not redrawn for this cycle. The facts record a 2024 presidential two-party margin of 41.5 for the Democrat on the current lines.

The incumbent is Democrat Yvette Clarke, first elected in 2006 and re-elected with 74.3% of the vote in 2024. She won the Democratic primary with 68.4% over financial technology executive Michael Goldfarb (15.4%), whose strength was among Hasidic voters in Borough Park and Midwood, and retail cashier and activist Joshua Bristol (14.9%). She is endorsed by AIPAC, J Street PAC, Planned Parenthood Action Fund and several unions. The Republican nominee is Joel Anabilah-Azumah, a bus company owner and perennial candidate, who also runs on the Conservative line; another Republican, Jean Depalis, withdrew. In the general-election table as of June 3, 2026 Clarke had raised $1,013,953 with $30,978 on hand; Anabilah-Azumah reported $0.

Every rater listed calls the seat D: Decision Desk HQ (July 14, 2026), the Cook Political Report (February 6, 2025), Inside Elections (March 7, 2025) and Sabato's Crystal Ball (September 18, 2025). The text records no district polls.

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
Yvette Clarke (D)The district is currently represented by Yvette Clarke, first elected in 2006, who was re-elected with 74.3% of the vote in 2024.
Open seat
noYvette Clarke, incumbent U.S. representative
Democratic nominee
Yvette ClarkeYvette Clarke, incumbent U.S. representative
Republican nominee
Joel Anabilah-AzumahJoel Anabilah-Azumah, bus company owner and perennial candidate
Democrat's background
incumbent U.S. representative, first elected in 2006Yvette Clarke, first elected in 2006
Republican's background
bus company owner and perennial candidateJoel Anabilah-Azumah, bus company owner and perennial candidate
Last result
Clarke re-elected with 74.3% in 2024who was re-elected with 74.3% of the vote in 2024
Primaries
Clarke won the Democratic primary with 68.4% over Michael Goldfarb (15.4%) and Joshua Bristol (14.9%); a Republican, Jean Depalis, withdrewClarke comfortably prevailed in the primary, winning nearly 70% of the vote while the remainder was split evenly between Goldfarb and Bristol.
Raters
Decision Desk HQ: D (July 14, 2026); Cook: D (Feb 6, 2025); Inside Elections: D (Mar 7, 2025); Sabato's Crystal Ball: D (Sept 18, 2025)Decision Desk HQ D July 14, 2026 The Cook Political Report D February 6, 2025
Money
General-election table as of June 3, 2026: Clarke raised $1,013,953 with $30,978 on hand; Anabilah-Azumah raised $0Yvette Clarke (D) $1,013,953 $1,093,030 $30,978
Also
Goldfarb's primary strength was among Hasidic Jews in Borough Park and Midwood; Clarke's strongest area was East Flatbush, where she livesGoldfarb's strength was primarily concentrated among Hasidic Jews, allowing him to win numerous precincts in Borough Park and Midwood.
Clarke is endorsed by AIPAC, J Street PAC, Planned Parenthood Action Fund, League of Conservation Voters Action Fund and several unionsAIPAC *J Street PAC *Planned Parenthood Action Fund *League of Conservation Voters Action Fund

Not in the source: The text gives no presidential results for the district; the only presidential number is the facts' 2024 two-party baseline.; The general-election fundraising table is dated June 3, 2026, earlier than the June 30 reports used for other districts.; Ratings are given only as D, with no Lean/Likely/Safe gradation.; No district polls appear in the text, and the model's basis says no district polls.

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as cfb3d3b04173; 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

Yvette D. Clarke (Democrat), in this chamber since 2007, 10 terms. Committees: House Committee on Energy and Commerce.

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+63.9D+55.2D+42.8

A shift of 21.1 points toward the Republicans 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 degree14%57% / 43%14%23%
White, degree17%77% / 67%28%74%
Black47%57% / 36%42%94%
Hispanic11%38% / 26%7%77%
Asian8%34% / 22%4%69%
Other / multiracial4%57% / 44%4%72%

Of about 526,926 adults 25 and over. In 2020 the district voted 76.4% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 75.0% Democratic: the midterm electorate alone moves the margin 2.8 points toward Republicans. 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
Clarke, Yvette D (DEM)
incumbent
$1,013,953$30,97857%0%$289,704$0
Goldfarb, Michael (DEM)
challenger · not on our roster
$310,868$55,3341%0%$0$0
Depalis, Jean Fritzner (REP)
challenger · not on our roster
$10,465$8470%30%$0$0

FEC bulk candidate summaries through July 15, 2026; $289,704 of independent expenditures for or against these candidates this cycle (FEC Schedule E, types 24E and 24A), which is the parties' and outside groups' own revealed view of whether this seat is in play.

The district in numbers

MeasureDistrictNationDifference
Bachelor's degree or higher, 25+37.7%34.9%+2.8 pts
White, non-Hispanic32.8%58.2%-25.4 pts
Black, non-Hispanic41.1%12.0%+29.2 pts
Hispanic or Latino11.3%19.0%-7.7 pts
Asian, non-Hispanic8.3%5.8%+2.6 pts
Foreign-born38.3%13.9%+24.4 pts
Median age36.739.2-2.5
Median household income$74,202$84,362$-10,160
Median home value$838,600$379,737$+458,863
Owner-occupied homes28.4%65.1%-36.6 pts
Unemployment, July 2026 (BLS county data)4.5%4.4%+0.2 pts
Change in unemployment, past 12 months-1.5 pts——
Change since the last election (24 months)-1.5 pts——
Unemployment (ACS)7.5%5.2%+2.3 pts
Federal government workers2.0%2.6%-0.6 pts
Work from home13.6%13.5%+0.1 pts
Households on SNAP21.6%11.8%+9.8 pts
Households with Social Security income28.1%31.2%-3.1 pts
Households with public assistance income5.2%2.7%+2.5 pts
Moved in from another state, past year1.1%2.3%-1.2 pts
Gini index0.500.440.06
Per-capita personal income (BEA), 2024$69,427$73,248$-3,821
Per-capita income growth since 2019, nominal, 202435.5%32.0%+3.5 pts
Government and other transfers, share of income, 202423.5%19.6%+3.9 pts
Social Security, share of income, 20223.4%5.8%-2.4 pts
Medicare, share of income, 20224.6%4.5%+0.2 pts
Medicaid, share of income, 20229.7%4.0%+5.7 pts
SNAP, share of income, 20221.1%0.6%+0.5 pts
Earned Income Tax Credit, share of income, 20220.4%0.4%+0.1 pts
Veterans' benefits, share of income, 20220.1%0.9%-0.7 pts
Federal civilian jobs, share of all jobs, 20220.6%1.3%-0.7 pts
Military jobs, share of all jobs, 20220.3%0.9%-0.6 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%
Yvette Clarke
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02
+53.9
expected margin, D-R
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from +39.8 to +67.7 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+43.0): 40.0 pts toward the Democrat; 2024 House lean (D+51.2): 15.1 pts toward the Democrat; experience gap (+4 levels, D minus R): 12.4 pts toward the Democrat; PAC money balance: 9.0 pts toward the Democrat; owner share (28.6%): 2.7 pts toward the Democrat.

How sure is it, and of what?

Total sd 8.49 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).