PUREVAL, AFTAB

D · house

FEC candidate id: H8OH01118
Internal id: 611ea21d-ed58-4896-8925-7dd2c030195f
Status: challenger

Who this candidate represents

Who lives here — American Community Survey 5-year estimates (2024), OH-01. Source.

Category	Metric	Value
People	Population	794,614
People	Median age	37
Income	Median household income	$80,294
Income	Per-capita income	$50,207
Income	In poverty	14.0%
Income	Unemployed	4.7%
Income	Gini inequality index	0.516
Race	White alone	68.8%
Race	Black alone	17.5%
Race	Asian alone	4.4%
Race	Hispanic or Latino	4.9%
Race	Two or more races	7.1%
Origin	Foreign-born	7.5%
Language	Speaks English only at home	90.5%
Language	Speaks Spanish at home	3.0%
Education	High school or higher	69.2%
Education	Bachelor's or higher	46.4%
Education	Advanced degree	19.6%
Household	Family households	58.1%
Household	Avg household size	2.33
Household	Never married (15+)	38.0%
Housing	Median home value	$299,600
Housing	Median gross rent	$1,088
Housing	Single-family detached	58.6%
Housing	Built before 1940	5.8%
Housing	Overcrowded (>1 per room)	1.8%
Housing	Vacant units	7.1%
Service	Veterans (18+)	5.5%
Health	With a disability	12.0%
Connectivity	Households with broadband	91.9%
Connectivity	Households with no internet	5.5%
Commute	Drove alone	69.7%
Commute	Public transit	2.3%
Commute	Worked from home	17.0%

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.
2022	$0	$0	$0	$0	$0
2020	$25,071	$29,097	$0	$0	$0
2018	$4,144,106	$4,140,080	$4,026	$2,496	$3,480,095

Elections

2018 general house · OH-1 — lost_general

Committees

AFTAB FOR OHIO — principal · type H

Election prediction

Cycle 2026 · model baseline-v1 · base rate 15.1%

P(win) = 25.1%

Feature	Δ P(win)
Base rate (historical)	15.1%
D (major party)	+10.0%

Baseline model (incumbency × party × 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.

Transfers from committees

Direct contributions from PACs and party committees. Source: FEC pas2 bulk (committee-to-candidate transactions).

Date	From committee	Type	Amount
2025-10-27	CONSERVATION OHIO	24E	$1,888
2025-10-10	CONSERVATION OHIO	24E	$1,964
2025-10-09	CONSERVATION OHIO	24E	$1,964
2025-10-09	CONSERVATION OHIO	24E	$2,500
2025-09-29	CONSERVATION OHIO	24E	$1,912

Connected on the graph

Inbound (10)

date	from	type	amount	role	source
2025-10-27	CONSERVATION OHIO	contributed_to	$1,888		pas2
2025-10-27	CONSERVATION OHIO	committee_contributed_to_candidate	$1,888	24E	fec_pas2
2025-10-10	CONSERVATION OHIO	contributed_to	$1,964		pas2
2025-10-10	CONSERVATION OHIO	committee_contributed_to_candidate	$1,964	24E	fec_pas2
2025-10-09	CONSERVATION OHIO	committee_contributed_to_candidate	$2,500	24E	fec_pas2
2025-10-09	CONSERVATION OHIO	committee_contributed_to_candidate	$1,964	24E	fec_pas2
2025-10-09	CONSERVATION OHIO	contributed_to	$1,964		pas2
2025-10-09	CONSERVATION OHIO	contributed_to	$2,500		pas2
2025-09-29	CONSERVATION OHIO	contributed_to	$1,912		pas2
2025-09-29	CONSERVATION OHIO	committee_contributed_to_candidate	$1,912	24E	fec_pas2

Outbound (1)

date	type	to	amount	role	source
—	principal_candidate_of	AFTAB FOR OHIO	—		candidate_committees

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