[CAPTURE PORTAL] 119TH CONGRESS

// Legislative Integrity Monitor

Goblin House Intelligence

Mary E. Miller

Republican · Representative, IL ·15

Score Components

21 MODERATE

Connection Density 20%

0 → 0

Donor Influence 10%

0 → 0

Silence Risk 25%

0 → 0

Contradiction Risk 25%

64 → 16

Intelligence Volume 10%

54 → 5

Constituency Deviation 5%

0 → 0

Voting Misalignment 5%

0 → 0

% = weight in composite score · Raw component 0–100 × weight = weighted contribution (→) · Sum of contributions = overall score. Hover a row for details.

[constituency_baseline] Demographic anchor: Cook Partisan Voting Index: R+20 to R+22

secondary

[constituency_baseline] Demographic anchor: unemployment rate: 4.1%

secondary

[constituency_baseline] Demographic anchor: median rent: $827

secondary

[constituency_baseline] Demographic anchor: median home value: $155,600

secondary

[constituency_baseline] Demographic anchor: U.S. citizenship rate: 99.1%

secondary

[constituency_baseline] Demographic anchor: foreign-born population: 1.95% (14,600 people)

secondary

[constituency_baseline] Demographic anchor: White (Non-Hispanic) population share: 90.6%

secondary

[constituency_baseline] Demographic anchor: median age: 42.3

secondary

[constituency_baseline] Demographic anchor: bachelor's degree or higher: 26.2%

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[constituency_baseline] Demographic anchor: homeownership rate: 77.3%

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[constituency_baseline] Demographic anchor: poverty rate: 6.7% (ACS) / 10.3% (Data USA 2024)

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[constituency_baseline] Demographic anchor: median household income: $73,993

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[constituency_baseline] Demographic anchor: population: 746,652

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[constituency_baseline] Ballot measure: Illinois Amendment 1 — Right to Collective Bargaining (2022) (2022) — passed, margin 58.6% Yes — 41.4% No

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[constituency_baseline] Dominant industry: NAICS 44-45 (share 0.106)

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[constituency_baseline] Dominant industry: NAICS 31-33 (share 0.123)

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[constituency_baseline] Dominant industry: NAICS 62 (share 0.155)

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[constituency_baseline] Top employer: Archer Daniels Midland (Decatur processing operations, nearby) (4000 employees)

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[constituency_baseline] Top employer: University of Illinois at Urbana-Champaign (partial district) (12000 employees)

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[constituency_baseline] Top employer: Quincy Medical Group (2000 employees)

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No connections mapped

Bill	Vote	Date	Alignment
One Big Beautiful Bill Act (OBBBA) — House passage, May and July 2025	yea	2025-07-03	misaligned
Laken Riley Act (119th Congress, January 2025)	yea	2025-01-07	deviating
Israel Security Supplemental Appropriations Act, 2024 ($26 billion)	yea	2024-04-20	aligned
Ukraine Security Supplemental Appropriations Act, 2024 ($61 billion)	nay	2024-04-20	deviating
National Defense Authorization Act for Fiscal Year 2024	nay	2023-07-14	deviating
Vote Against Awarding Congressional Gold Medals to U.S. Capitol Police (June 202	nay	2021-06-15	deviating
Objection to Electoral College Certification — January 6, 2021	yea	2021-01-06	deviating

Last contradiction analysis: Never

statement_vs_disclosure 90/100

Platform: "In a video posted to her newsletter subscribers before the House vote on the OBBBA, Miller tried to blame the 'liberal media' and 'Democrats' for the "

Vote: on "Miller then voted yea on H.R. 1, the One Big Beautiful Bill Act, on both May 22 and July 3, 2025. Th"

Miller explicitly promised constituents that GOP Medicaid/Medicare/Social Security cuts were 'liberal lies' and the GOP would 'never, ever cut those services,' then voted for the OBBBA which the CBO projected would cut approximately $1 trillion from

same_source_inconsistency 30/100

Platform: "Four days after being sworn into Congress, Miller told a rally outside the U.S. Capitol on January 5, 2021: 'Hitler was right about one thing. He said"

Vote: on "At a Trump rally in Mendon, Illinois, celebrating the Supreme Court's Dobbs decision overturning Roe"

[auto-downgraded: both claims come from the same source host] Miller's first week in Congress featured a Hitler quote requiring a public apology — drawing condemnation from fellow Illinois Republicans — and she has since made multiple comments (the '

Last silence detection: Never

No active silences

No donor interests mapped

No constituency baseline modelled

No platform commitments archived

No committee memberships recorded

Scoring Methodology

The Capture Risk Score is a composite 0–100 index measuring potential regulatory capture of elected officials. It is computed from seven weighted components:

Component	Weight	Signal
Silence Risk	25%	Topics where donors have interests but the official is silent
Contradiction Risk	25%	Stated positions contradicted by voting record (recent findings boosted)
Connection Density	20%	Mapped relationships to lobbyists, contractors, interest groups
Intelligence Volume	10%	Documented facts from verified sources (logarithmic scale)
Donor Influence	10%	Distinct donors with interests overlapping committee jurisdiction
Constituency Deviation	5%	Gap between district priorities and legislative focus
Voting Misalignment	5%	Floor votes contradicting stated platform positions

Each component produces a raw score 0–100. The weighted sum yields the overall score. Tier thresholds: Critical ≥ 45, High ≥ 36, Elevated ≥ 22, Moderate ≥ 10, Low < 10.

Officials without at least 2 documented facts, 1 contradiction analysis, 1 voting record, or 1 constituency baseline are marked Insufficient Evidence and excluded from numeric ranking.

Contradiction findings from the last 180 days receive a recency boost. High-severity contradictions (score ≥ 70) receive additional weight.

Full methodology: /congress/methodology

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