Election LabU.S. forecasts, with every number traced to its run

FL-23 · House

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

Safe D
97%
Lois Frankel
Democrat
3%
Deborah Adeimy
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40D+17.0
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
PAC money balance+5.2
experience gap+4.1
2024 House lean+3.5
2024 presidential lean+3.4
Democrat's experience+2.4

The district, in brief

Florida's 23rd is on a map first used in 2026. The text says the district covers parts of Broward County and southern Palm Beach County, including Boca Raton, Coral Springs, and most of Deerfield Beach and Fort Lauderdale. The incumbent, Democrat Jared Moskowitz, re-elected with 52.4% in 2024, withdrew to run in the 25th district, so the seat is open.

The Democratic nominee is Lois Frankel, the incumbent U.S. representative from the 22nd district, who won the primary here with 74.7% over attorney Victoria Doyle (23.4%) and Mark Piper (1.9%). The Republican nominee is Deborah Adeimy, a financial advisor who was the 22nd district's Republican candidate in 2022 and 2024; she won her primary 73.7% to 26.3% over Paola Branda. Two Republicans, former state representative George Moraitis and Boca Raton mayor Scott Singer, withdrew to run in the 25th district. As of June 30, 2026 Frankel had raised $2,215,066 with $1,575,364 on hand; Adeimy had raised $156,044, of which $84,053 was self funded, with $35,748 on hand.

Every rater listed calls the seat D: Decision Desk HQ (July 14, 2026), the Cook Political Report (May 8, 2026), Inside Elections (May 5, 2026), Sabato's Crystal Ball (May 4, 2026) and The Economist (May 6, 2026). The text records no general-election poll; the only poll is a Democratic primary survey from before Moskowitz withdrew.

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
Jared Moskowitz (D), who is running in the 25th district insteadThe incumbent is Democrat Jared Moskowitz, who was re-elected with 52.4% of the vote in 2024.
Open seat
yesJared Moskowitz, incumbent U.S. representative (running in the 25th district)
Democratic nominee
Lois FrankelLois Frankel, incumbent U.S. representative from the 22nd district (previously ran in the 22nd district)
Republican nominee
Deborah AdeimyDeborah Adeimy, financial advisor and candidate for the 22nd district in 2022 and 2024 (previously running in the 22nd district)
Democrat's background
incumbent U.S. representative from the 22nd districtLois Frankel, incumbent U.S. representative from the 22nd district (previously ran in the 22nd district)
Republican's background
financial advisor; candidate for the 22nd district in 2022 and 2024Deborah Adeimy, financial advisor and candidate for the 22nd district in 2022 and 2024 (previously running in the 22nd district)
Last result
Moskowitz re-elected with 52.4% in 2024who was re-elected with 52.4% of the vote in 2024
Lines
Covers parts of Broward County and southern Palm Beach County, including Boca Raton, Coral Springs, most of Deerfield Beach and Fort LauderdaleThe 23rd district covers parts of Broward County and southern Palm Beach County, including the cities of Boca Raton, Coral Springs, and most of Deerfield Beach and Fort Lauderdale.
Primaries
Frankel won the Democratic primary with 74.7% over Victoria Doyle (23.4%) and Mark Piper (1.9%); Adeimy won the Republican primary 73.7% to 26.3% over Paola Brandacandidate: Lois Frankel (incumbent) votes: 42,964 percentage: 74.7
Raters
Decision Desk HQ: D (July 14, 2026); Cook: D (May 8, 2026); Inside Elections: D (May 5, 2026); Sabato's Crystal Ball: D (May 4, 2026); The Economist: D (May 6, 2026)Decision Desk HQ D July 14, 2026 The Cook Political Report D May 8, 2026
Money
As of June 30, 2026: Frankel raised $2,215,066 with $1,575,364 on hand; Adeimy raised $156,044 ($84,053 self funded) with $35,748 on handLois Frankel (D) $2,215,066 $927,145 $1,575,364
Also
Before Moskowitz withdrew, a Center for Strategic Politics poll (Feb 28 – Mar 5, 2026, 491 LV, sponsored by Oliver Larkin's campaign) had Moskowitz 45%, Larkin 11%, undecided 44%Center for Strategic PoliticsPoll sponsored by Larkin's campaign February 28 – March 5, 2026 491 (LV)
Oliver Larkin, a digital strategist and union organizer, withdrew to run in the 25th districtOliver Larkin, digital strategist and union organizer (running in the 25th district)
Two Republicans withdrew to run in the 25th district: George Moraitis, former state representative, and Scott Singer, mayor of Boca Raton; Darlene Cerezo Swaffar, the district's 2022 and 2024 candidate, also withdrewScott Singer, mayor of Boca Raton (2018–2026) (running in the 25th district)
Victoria Doyle, an attorney who previously ran in the 22nd district, raised $341,018 ($200,120 self funded) and was eliminated in the Democratic primaryVictoria Doyle (D) $341,018$200,120 was self funded

Not in the source: No general-election poll is recorded; the model's basis also says no district polls.; No presidential result on the new lines is given.; No rating finer than 'D' is given (no Lean/Likely/Safe).; The endorsement sections are empty; the text names no endorsements for either nominee.; Jared Gurfein (R) appears only in the fundraising table; the text does not say what became of his candidacy.

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as 27e2e54e6981; 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

Jared Moskowitz (Democrat), in this chamber since 2023, 2 terms. Committees: House Committee on the Judiciary; House Committee on Foreign Affairs; House Select Subcommittee to Investigate the Remaining Questions Surrounding January 6, 2021.

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+15.8D+12.9D+0.8

A shift of 15.0 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 degree28%58% / 44%29%37%
White, degree20%79% / 68%31%71%
Black22%52% / 37%19%97%
Hispanic25%40% / 29%17%52%
Asian2%44% / 30%2%82%
Other / multiracial2%56% / 43%2%80%

Of about 572,587 adults 25 and over. In 2020 the district voted 63.3% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 63.3% Democratic: the midterm electorate alone moves the margin 0.0 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
Frankel, Lois J. (DEM)
incumbent
$2,276,254$1,212,16223%0%$151,723$0
Doyle, Victoria Jane Boker (DEM)
challenger · not on our roster
$483,605$38,4460%67%$0$0
Adeimy, Deborah (REP)
challenger
$162,515$33,6910%54%$0$0
Gurfein, Jared (REP)
challenger · not on our roster
$28,054$10,5720%0%$0$0
Branda, Paola (REP)
challenger · not on our roster
$25,887$1,6740%5%$0$0
Dorce, Sendra (REP)
challenger · not on our roster
$10,425$5,6010%19%$0$0
Cerezo Swaffar, Darlene (REP)
challenger · not on our roster
$6,250$00%27%$0$0
Weinroth, Robert S. (REP)
challenger · not on our roster
$5,000$00%0%$0$0
Trout, W Michael (DEM)
challenger · not on our roster
$5$9,3790%100%$0$0

FEC bulk candidate summaries through July 29, 2026; $151,723 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+32.3%34.9%-2.7 pts
White, non-Hispanic40.5%58.2%-17.7 pts
Black, non-Hispanic25.0%12.0%+13.0 pts
Hispanic or Latino28.5%19.0%+9.5 pts
Asian, non-Hispanic2.3%5.8%-3.5 pts
Foreign-born31.7%13.9%+17.8 pts
Median age45.039.25.8
Median household income$75,368$84,362$-8,993
Median home value$350,600$379,737$-29,137
Owner-occupied homes66.0%65.1%+0.9 pts
Unemployment, July 2026 (BLS county data)4.8%4.4%+0.4 pts
Change in unemployment, past 12 months+0.6 pts——
Change since the last election (24 months)+0.9 pts——
Unemployment (ACS)6.2%5.2%+1.0 pts
Federal government workers1.3%2.6%-1.3 pts
Work from home10.2%13.5%-3.2 pts
Households on SNAP13.5%11.8%+1.8 pts
Households with Social Security income40.2%31.2%+9.0 pts
Households with public assistance income2.8%2.7%+0.1 pts
Moved in from another state, past year2.3%2.3%+0.0 pts
Gini index0.400.44-0.04
Per-capita personal income (BEA), 2024$126,852$73,248$+53,604
Per-capita income growth since 2019, nominal, 202446.3%32.0%+14.3 pts
Government and other transfers, share of income, 202411.2%19.6%-8.4 pts
Social Security, share of income, 20224.1%5.8%-1.7 pts
Medicare, share of income, 20223.5%4.5%-1.0 pts
Medicaid, share of income, 20221.1%4.0%-2.8 pts
SNAP, share of income, 20220.2%0.6%-0.4 pts
Earned Income Tax Credit, share of income, 20220.2%0.4%-0.1 pts
Veterans' benefits, share of income, 20220.3%0.9%-0.6 pts
Federal civilian jobs, share of all jobs, 20220.7%1.3%-0.6 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?

97%
Lois Frankel
run 00a09d4b · house_district_prior/0.2.0 · as of 2026-10-02
+17.0
expected margin, D-R
run 00a09d4b · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from +1.8 to +31.8 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: PAC money balance: 5.2 pts toward the Democrat; experience gap (+4 levels, D minus R): 4.1 pts toward the Democrat; 2024 House lean: 3.5 pts toward the Democrat; 2024 presidential lean (D+2.3): 3.4 pts toward the Democrat; Democrat's experience (incumbent): 2.4 pts toward the Democrat.

How sure is it, and of what?

Total sd 9.16 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 00a09d4b-7980-4ec5-ada0-077968a87242, 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).