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

CA-47 · House

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

Safe D
99%
Dave Min
Democrat
1%
Jenny Le Roux
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40D+22.4
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean+10.0
2024 House lean+8.5
PAC money balance+8.1
foreign born share−1.4
experience gap+1.3

The district, in brief

California's 47th is on a map first used in 2026. The text does not describe the new lines. The presidential baseline in the facts (a 2024 two-party Democratic margin of 4.3) is on the old lines, not the current ones.

The incumbent is Democrat Dave Min, elected with 51.4% of the vote in 2024. The Republican is Jenny Le Roux, an entrepreneur who ran for governor in 2022. In the primary Min took 45.45% (89,515 votes) and Le Roux 25.00% (49,231 votes) of 196,953 cast. Seven others were eliminated: Democrat Hunter Garcia Miranda (8.56%), Republicans Michael Maxsenti (6.99%), former state assemblyman Bill Brough (5.98%) and Christopher J. Gonzales (4.98%), no-party-preference candidates Eric Troutman and Jesus Patino, and Libertarian Derrick Reid. As of May 13, 2026 Min had raised $3,118,900 with $1,821,701 on hand; Le Roux had raised $269,084, part of it self-funded according to a note in the text, with $151,945 on hand.

Every rater listed calls the seat D: Decision Desk HQ (July 14, 2026), Inside Elections (March 12, 2026), the Cook Political Report (January 15, 2026), Sabato's Crystal Ball (February 5, 2026) and The Economist (May 6, 2026).

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
Dave Min (D)The incumbent is Democrat Dave Min, who was elected with 51.4% of the vote in 2024.
Open seat
noThe incumbent is Democrat Dave Min
Democratic nominee
Dave MinDave Min (Democratic), incumbent U.S. representative
Republican nominee
Jenny Le RouxJenny Le Roux (Republican), entrepreneur and candidate for governor in 2022
Democrat's background
incumbent U.S. representativeDave Min (Democratic), incumbent U.S. representative
Republican's background
entrepreneur; candidate for governor in 2022entrepreneur and candidate for governor in 2022
Last result
Min elected with 51.4% in 2024who was elected with 51.4% of the vote in 2024
Primaries
Min 45.45% (89,515 votes) and Le Roux 25.00% (49,231) advanced; Democrat Hunter Garcia Miranda 8.56%, Republicans Michael Maxsenti 6.99%, Bill Brough 5.98% and Christopher J. Gonzales 4.98%, plus three others eliminated; total 196,953 votescandidate: Dave Min (incumbent) votes: 89,515 percentage: 45.45 party: Republican Party (United States) candidate: Jenny Rae Le Roux votes: 49,231 percentage: 25.00
Raters
Decision Desk HQ: D (July 14, 2026); Inside Elections: D (Mar 12, 2026); Cook: D (Jan 15, 2026); Sabato's Crystal Ball: D (Feb 5, 2026); The Economist: D (May 6, 2026)Decision Desk HQ D July 14, 2026 Inside Elections D March 12, 2026 The Cook Political Report D January 15, 2026 Sabato's Crystal Ball D February 5, 2026
Money
As of May 13, 2026: Min raised $3,118,900 with $1,821,701 on hand; Le Roux raised $269,084 with $151,945 on hand| Dave Min (D) $3,118,900 $1,470,265 $1,821,701 | Jenny Le Roux (R) $269,084 $117,139 $151,945
Also
Part of Le Roux's primary fundraising total was self-funded, per a note in the textof this total was self-funded by Le Roux.
Former state assemblyman Bill Brough (R) ran and was eliminated with 5.98%Bill Brough (Republican), former state assemblyman from the 73rd district (2014–2020)
A Libertarian, Derrick M. Reid, and two no-party-preference candidates, Eric J. Troutman and Jesus Patino, were eliminatedJesus Patino (No party preference), process engineer * Derrick M. Reid (Libertarian), military geopolitical commentator * Eric J. Troutman (No party preference), attorney

Not in the source: The text does not describe the new district lines.; The endorsement block is not attached to a named candidate in the text, so it is not reported.; The self-funding amounts for Le Roux, Maxsenti and Troutman are garbled in the text (the notes run into the totals), so the amounts are not reported.; No fundraising report later than May 13, 2026 is given.; No district polls appear in the text; the model's basis says no district polls.; No general-election ratings finer than 'D' are given.

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as 5cec783f78c8; 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

Dave Min (Democrat), in this chamber since 2025, 1 term. Committees: Joint Economic Committee; House Committee on Natural Resources; House Committee on Oversight and Government Reform.

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+9.2D+9.2D+2.8

A shift of 6.4 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 degree20%62% / 48%20%28%
White, degree31%84% / 75%47%66%
Black2%60% / 41%1%91%
Hispanic15%41% / 31%9%62%
Asian27%47% / 34%19%65%
Other / multiracial4%56% / 44%4%75%

Of about 524,466 adults 25 and over. In 2020 the district voted 58.2% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 58.6% Democratic: the midterm electorate alone moves the margin 0.6 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
Min, Dave (DEM)
incumbent
$3,381,161$1,889,36017%0%$126,650$4,548
Le Roux, Jenny Rae (REP)
challenger
$375,883$128,5330%40%$200$0
Troutman, Eric J (IND)
challenger · not on our roster
$273,391$890%59%$0$0
Maxsenti, Michael (REP)
challenger · not on our roster
$253,743$00%75%$0$0
Gonzales, Christopher J (REP)
challenger · not on our roster
$26,656$17,1840%20%$0$0
Miranda, Hunter Garcia (DEM)
challenger · not on our roster
$20,603$1,2150%0%$0$0
Baugh, Scott (REP)
open seat · not on our roster
$13,140$00%0%$0$12,477
Reid, Derrick Michael (LIB)
challenger · not on our roster
$12,731$00%42%$0$0
Brough, Bill (REP)
challenger · not on our roster
$7,150$250%2%$0$0
Weiss, Joanna (DEM)
open seat · not on our roster
$2,464$3,6640%100%$0$0
Jones, Dom (DEM)
open seat · not on our roster
$200$180%0%$0$0

FEC bulk candidate summaries through June 30, 2026; $143,875 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+60.9%34.9%+25.9 pts
White, non-Hispanic46.1%58.2%-12.1 pts
Black, non-Hispanic1.7%12.0%-10.2 pts
Hispanic or Latino18.1%19.0%-0.9 pts
Asian, non-Hispanic27.6%5.8%+21.8 pts
Foreign-born30.9%13.9%+17.0 pts
Median age40.839.21.6
Median household income$136,103$84,362$+51,741
Median home value$1,073,957$379,737$+694,220
Owner-occupied homes56.1%65.1%-8.9 pts
Unemployment, July 2026 (BLS county data)4.2%4.4%-0.2 pts
Change in unemployment, past 12 months-0.3 pts——
Change since the last election (24 months)-0.2 pts——
Unemployment (ACS)5.2%5.2%+0.0 pts
Federal government workers1.2%2.6%-1.4 pts
Work from home23.7%13.5%+10.3 pts
Households on SNAP4.8%11.8%-7.0 pts
Households with Social Security income25.1%31.2%-6.1 pts
Households with public assistance income2.4%2.7%-0.3 pts
Moved in from another state, past year2.0%2.3%-0.3 pts
Gini index0.400.44-0.04
Per-capita personal income (BEA), 2024$94,034$73,248$+20,786
Per-capita income growth since 2019, nominal, 202435.1%32.0%+3.1 pts
Government and other transfers, share of income, 202412.5%19.6%-7.0 pts
Social Security, share of income, 20223.6%5.8%-2.2 pts
Medicare, share of income, 20223.2%4.5%-1.2 pts
Medicaid, share of income, 20221.7%4.0%-2.2 pts
SNAP, share of income, 20220.4%0.6%-0.2 pts
Earned Income Tax Credit, share of income, 20220.2%0.4%-0.2 pts
Veterans' benefits, share of income, 20220.3%0.9%-0.6 pts
Federal civilian jobs, share of all jobs, 20220.5%1.3%-0.8 pts
Military jobs, share of all jobs, 20220.2%0.9%-0.7 pts

ACS 5-year 2023, assembled from census tracts by the 2020 population of their blocks inside the current lines, because the Bureau has not tabulated these lines; medians are population-weighted means of tract medians. 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%
Dave Min
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02
+22.3
expected margin, D-R
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from +7.2 to +37.2 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+12.0): 10.0 pts toward the Democrat; 2024 House lean: 8.5 pts toward the Democrat; PAC money balance: 8.1 pts toward the Democrat; foreign born share (31.3%): 1.4 pts toward the Republican; experience gap (+4 levels, D minus R): 1.3 pts toward the Democrat.

How sure is it, and of what?

Total sd 9.08 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).