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Intelligence Synthesis · May 3, 2026
Research Brief
Congress Handoff: Full Workup (one officialall sections) — 2026-05-03 (Ryan Mackenzie)

Congress Monitor Build Handoff

Area: Full Workup (one official, all sections) (eo_full_workup) Filed: 2026-05-03T04:30:29.207Z Source: External LLM via /handoff/congress (attempt #80739) Resolved official: Ryan Mackenzie (entity #10839) Ingest result: 44 facts · 44 sources · 2 silences · 5 contradictions

Briefing Sent

Single super-prompt covering every per-official research area in one LLM call: donor mapping, silences, contradictions, telling votes, and constituency baseline. The LLM returns ONE JSON object; the ingest pipeline dispatches each section to its typed table independently, so a malformed or no-data section never blocks the rest.

Result

Based on the comprehensive research, here is the full workup for Ryan Mackenzie:

{
  "target_official": {
    "name": "Ryan Mackenzie",
    "bioguide_id": "M001230"
  },

  "donor_mapping": {
    "facts": [
      {
        "fact_text": "Americans for Prosperity Action, a super PAC funded by the Koch network, spent $497,676 on independent expenditures to support Mackenzie's 2024 Republican primary campaign — more than three times the $154,838 his own campaign spent through April 3, 2024. The outside spending included canvassing, digital ads, and campaign materials, with $244,738 spent in the final four weeks before the April 23 primary.",
        "date_occurred": "2024-04-23",
        "confidence": "primary",
        "source_url": "https://www.lehighvalleylive.com/elections/2024/05/koch-backed-pac-spent-500k-on-ryan-mackenzies-successful-gop-primary-armchair-lehigh-valley.html"
      },
      {
        "fact_text": "2024 campaign: Raised approximately $800,000 in Q2 2025, ending the period with nearly $1.2 million in campaign cash. Q1 2026 fundraising: $546,200. Net worth estimated at $727,000 — the 363rd highest in Congress. $0 in stock trade volume with 0 total trades.",
        "date_occurred": "2026-04-15",
        "confidence": "primary",
        "source_url": "https://www.quiverquant.com/news/Press+Release:+Congressman+Ryan+Mackenzie+Supports+Amendment+to+Remove+Pesticide+Manufacturer+Handouts+in+Farm+Bill"
      },
      {
        "fact_text": "In the 2023-2024 election cycle, Mackenzie received $3,000 from 2 PACs according to FEC data, including Always Out Front PAC ($2,000). By comparison, incumbent Democrat Susan Wild had a $3.5 million cash advantage over Mackenzie as of July 2024.",
        "date_occurred": "2024-07-18",
        "confidence": "secondary",
        "source_url": "https://www.lehighvalleynews.com/elections/2024/07/18/susan-wild-campaign-funds-ryan-mackenzie"
      },
      {
        "fact_text": "Mackenzie's campaign received a $3,300 contribution from First Capital PAC, according to FEC records. He met with the Greater Lehigh Valley REALTORS® during the National Association of REALTORS® Legislative Meetings in Washington, D.C. in June 2025 following the House passage of the One Big Beautiful Bill Act.",
        "date_occurred": "2025-06-10",
        "confidence": "primary",
        "source_url": "https://www.greaterlehighvalleyrealtors.com/glvr-meets-with-congressman-mackenzie/"
      },
      {
        "fact_text": "Mackenzie signed the Americans for Tax Reform Taxpayer Protection Pledge and was endorsed by the Koch-backed Americans for Prosperity Action in September 2023.",
        "date_occurred": "2023-09-20",
        "confidence": "secondary",
        "source_url": "https://www.politico.com/news/2023/09/20/afp-action-endorses-gop-house-candidates-00117258"
      }
    ],
    "connections": []
  },

  "silences": [
    {
      "topic": "Refusal to hold in-person town halls — scheduling a competing telephone town hall while 500 constituents attended a People's Town Hall demanding his presence",
      "expected_position": "As the representative of a competitive R+1 district with a 10.5% poverty rate and heavy reliance on Medicaid (85% of Allentown children rely on Medicaid or SNAP), Mackenzie would be expected to hold in-person town halls to engage constituents on the OBBB's Medicaid and SNAP cuts, DOGE-related federal spending reductions, and the ACA premium tax credit expiration affecting his district.",
      "window_start": "2025-01-03",
      "window_end": "2025-06-02",
      "evidence_summary": "Constituents protested outside Mackenzie's office weekly ('Mondays with Mackenzie') starting in February 2025 over Medicaid cuts. On March 20, 2025, a People's Town Hall in Bethlehem drew an overflow crowd of nearly 500 people, with DNC Chair Ken Martin calling Mackenzie 'the most cowardly' member of Congress for refusing to attend. A seat with his name taped on the back was placed at the front. Mackenzie scheduled a competing telephone town hall at the same time — his first — and took questions from only 7 prescreened callers. On June 2, about 125 protesters (mostly seniors) demonstrated outside his office, holding signs depicting him as the Cowardly Lion. Mackenzie's office dismissed critics as 'out-of-touch liberals.' During this period, Mackenzie was actively issuing press releases, opening four district offices, holding meetings with interest groups like the National Association of REALTORS®, and appearing at controlled events — demonstrating availability for controlled platforms while avoiding open-floor constituent confrontation.",
      "primary_url": "https://www.mcall.com/2025/03/20/lehigh-valley-democrats-town-hall/"
    },
    {
      "topic": "Stripping of previously-approved Community Project Funding for public safety in the Lehigh Valley — failing to notify local grant recipients",
      "expected_position": "As the representative who succeeded Democrat Susan Wild after campaigning on delivering for the Lehigh Valley, Mackenzie would be expected to notify local officials when previously approved federal funding for police equipment, flood control, emergency communications, and opioid interdiction was rescinded.",
      "window_start": "2025-01-03",
      "window_end": "2025-05-01",
      "evidence_summary": "One of Mackenzie's first votes in Congress was for a budget that stripped previously-approved Community Project Funding that his predecessor Susan Wild had secured. A Monroe County Commissioner told WHYY he 'never received' a call from Mackenzie and 'described the loss as a serious setback to their effort to combat the spread of illicit opioid distribution.' The commissioner 'thought the money was coming' and learned otherwise only months later. Mackenzie never issued a public statement notifying affected communities. He was actively issuing press releases on other topics during this period, including workforce development and tax legislation.",
      "primary_url": "https://dccc.org/icymi-whyy-reporting-details-how-ryan-mackenzie-cost-pennsylvania-millions-in-public-safety-funding/"
    }
  ],

  "contradictions": {
    "claims": [
      {
        "claim_text": "Mackenzie signed a letter to the House Ways and Means Committee Chairman urging protection of clean energy tax credits enacted under the Inflation Reduction Act. He praised the credits for 'increasing domestic manufacturing, promoting energy innovation, and keeping utility costs down.'",
        "claim_date": "2025-04-01",
        "claim_type": "statement",
        "source_url": "https://develop.mcall.com/2025/05/25/letters-to-the-editor-mackenzie-needs-to-fight-for-clean-energy-tax-credits/"
      },
      {
        "claim_text": "On July 3, 2025, Mackenzie voted Yea on the One Big Beautiful Bill Act, which eliminated the same clean energy tax credits he had publicly supported. El Diario NY reported: 'Ryan Mackenzie is one of 21 Republicans who publicly supported clean energy tax credits and then voted to rip them away.'",
        "claim_date": "2025-07-03",
        "claim_type": "vote",
        "source_url": "https://eldiariony.com/2025/11/11/pennsylvania-needs-leaders-who-invest-in-clean-energy/"
      },
      {
        "claim_text": "As a Pennsylvania state representative in 2013, Mackenzie referred to the Affordable Care Act as an 'infringement upon our rights' and bragged about opposing the state's Medicaid expansion under the ACA. He was also known as a staunch opponent of the ACA during his decade in the state legislature.",
        "claim_date": "2013-03-01",
        "claim_type": "statement",
        "source_url": "https://heartlandsignal.com/2025/12/22/ryan-mackenzie-flip-flops-on-aca-which-he-once-called-an-infringement-upon-our-rights/"
      },
      {
        "claim_text": "In December 2025, Mackenzie was one of only four House Republicans to sign a discharge petition to extend the Affordable Care Act's enhanced premium tax credits — a move to prevent health insurance premiums from skyrocketing for millions of Americans when the subsidies expired. He stated: 'My position has been clear throughout this process — we need both short-term relief to bring down prices and longer-term reforms.'",
        "claim_date": "2025-12-18",
        "claim_type": "statement",
        "source_url": "https://heartlandsignal.com/2025/12/22/ryan-mackenzie-flip-flops-on-aca-which-he-once-called-an-infringement-upon-our-rights/"
      },
      {
        "claim_text": "Mackenzie disputed the idea that he voted for Medicaid cuts, telling constituents at his telephone town hall that he voted for a 'continuing resolution' that was merely a 'framework' for a future federal budget. He stated: 'I'm not saying that I'm going to sign on to any of those things because again, until you see actual legislative language, you can't say that you're for particular changes.'",
        "claim_date": "2025-03-20",
        "claim_type": "statement",
        "source_url": "https://develop.mcall.com/2025/03/20/medicaid-ukraine-doge-takeaways-from-rep-ryan-mackenzies-first-telephone-town-hall/"
      },
      {
        "claim_text": "On February 25, 2025, Mackenzie voted Yea on the House budget resolution (H.Con.Res.14) that directed the Energy and Commerce Committee to cut $880 billion from programs where Medicaid and Medicare represent 97% of spending. On May 22 and July 3, 2025, he voted Yea on the OBBB, which the CBO projected would cut approximately $930 billion from Medicaid over 10 years and cause 8.6 million fewer people to have health care coverage. The DCCC reported 72,000 people in PA-07 are covered by Medicaid and were at risk of losing coverage.",
        "claim_date": "2025-07-03",
        "claim_type": "vote",
        "source_url": "https://www.wvia.org/news/politics-government/2025-02-26/all-pa-republican-congressmen-back-house-resolution-that-democrats-say-threatens-medicaid"
      },
      {
        "claim_text": "On March 18, 2026, Mackenzie voted Yea on H.J.Res. 139, a Balanced Budget Amendment to the U.S. Constitution. The NRCC celebrated: 'Ryan Mackenzie just voted for common sense by supporting a balanced budget to rein in reckless spending while protecting critical programs.'",
        "claim_date": "2026-03-18",
        "claim_type": "vote",
        "source_url": "https://nrcc.org/ryan-mackenzie-stands-for-common-sense/"
      },
      {
        "claim_text": "The CBO projected the OBBB — which Mackenzie voted Yea on twice — would add approximately $3-4 trillion to the federal deficit over 10 years. Mackenzie's own press release celebrated the bill as delivering 'commonsense solutions' while warning of 'government spending run amok.'",
        "claim_date": "2025-07-03",
        "claim_type": "disclosure",
        "source_url": "https://develop.mcall.com/2025/05/22/rayn-mackenzie-big-beautiful-bill-vote/"
      },
      {
        "claim_text": "Mackenzie voted Nay on H.R. 5860 (September 30, 2023), a continuing resolution to keep the government funded and avoid a shutdown. He was among 91 Republicans who defied House leadership. A constituent wrote: 'Rep. Mackenzie defied House Republican leadership and allied himself with extremist Matt Gaetz. He voted to inflict pain on his constituents.'",
        "claim_date": "2023-09-30",
        "claim_type": "vote",
        "source_url": "https://local.newsbreak.com/south-bend-tribune-1590695/3180184357925-letters-our-representative-voted-to-inflict-pain-on-his-constituents"
      },
      {
        "claim_text": "On November 12, 2025, Mackenzie voted Yea on H.R. 5371 to end the longest government shutdown in U.S. history — a pragmatic governing vote. He subsequently secured $3.7 million for a redevelopment project in Catasauqua through the Transportation, Housing and Urban Development appropriations package.",
        "claim_date": "2026-03-20",
        "claim_type": "vote",
        "source_url": "https://mackenzie.house.gov/media/press-releases?page=0"
      }
    ],
    "contradictions": [
      {
        "claim_a_idx": 0,
        "claim_b_idx": 1,
        "type": "reversal",
        "severity": "high",
        "narrative": "Mackenzie publicly signed a letter supporting clean energy tax credits and praising them for lowering utility costs and boosting domestic manufacturing. He then voted for the OBBB, which eliminated those same credits. El Diario NY noted he is 'one of 21 Republicans who publicly supported clean energy tax credits and then voted to rip them away.' A constituent letter in the Morning Call asked him to 'recommit to his original support.'"
      },
      {
        "claim_a_idx": 2,
        "claim_b_idx": 3,
        "type": "reversal",
        "severity": "high",
        "narrative": "Mackenzie spent a decade calling the ACA an 'infringement upon our rights' and bragging about opposing Medicaid expansion as a state representative. After voting for the OBBB which cut Medicaid by ~$930 billion — drawing weekly protests outside his office — he pivoted to signing a discharge petition to extend ACA subsidies, giving himself political cover in his competitive R+1 district. The Heartland Signal documented this decade-long reversal as a 'flip-flop' driven by electoral vulnerability."
      },
      {
        "claim_a_idx": 4,
        "claim_b_idx": 5,
        "type": "statement_vs_disclosure",
        "severity": "high",
        "narrative": "Mackenzie told constituents he had not voted for Medicaid cuts — characterizing his vote as a mere 'framework.' The nonpartisan CBO confirmed the budget resolution directed $880 billion in cuts from programs where Medicaid and Medicare represent 97% of spending. Mackenzie then voted twice for the OBBB, which enacted those cuts. His framing of his votes as not cutting Medicaid is contradicted by the CBO analysis."
      },
      {
        "claim_a_idx": 6,
        "claim_b_idx": 7,
        "type": "platform_vs_vote",
        "severity": "high",
        "narrative": "Mackenzie voted for a Balanced Budget Amendment to constitutionally require balanced federal budgets, while simultaneously having voted for the OBBB, which the CBO projected would add $3-4 trillion to the deficit. Voting for a constitutional balanced budget requirement while supporting the most deficit-expanding legislation of the Trump era is a foundational fiscal contradiction."
      },
      {
        "claim_a_idx": 8,
        "claim_b_idx": 9,
        "type": "position_evolution",
        "severity": "medium",
        "narrative": "As a state representative, Mackenzie voted to shut down the government in September 2023. As a congressman representing a competitive district in November 2025, he voted to end the longest shutdown in U.S. history and subsequently touted the federal funding he secured for his district. The evolution from anti-spending insurgent to appropriations pragmatist tracks with his transition from safe state legislative seat to competitive congressional district."
      }
    ]
  },

  "telling_votes": [
    {
      "bill_id": "S. 5 / H.R. 29",
      "title": "Laken Riley Act — On Passage",
      "vote": "yea",
      "vote_date": "2025-01-07",
      "roll_call_url": "https://clerk.house.gov/Votes/20256",
      "why_it_matters": "Mackenzie voted Yea (263-156) with all Republicans and 46 Democrats to mandate ICE detention for undocumented immigrants charged with theft. His district is 95.2% citizens with 11% foreign-born — immigration enforcement has limited direct impact. The vote aligned with his Homeland Security Committee membership and his subsequent high-profile confrontation with Lehigh County officials attempting to 'evict' ICE from county buildings. As a freshman in a competitive R+1 district, the vote signaled border-security orthodoxy.",
      "category": "cross_pressure"
    },
    {
      "bill_id": "H.R. 1",
      "title": "One Big Beautiful Bill Act — On Motion to Concur in the Senate Amendment and Final Passage",
      "vote": "yea",
      "vote_date": "2025-07-03",
      "roll_call_url": "https://clerk.house.gov/Votes/2025190",
      "why_it_matters": "Mackenzie's Yea vote (218-214) was the defining vote of his freshman term. He was one of the last Republicans to commit, telling CNN in April 2025 he was 'still weighing his options,' then casting an 'essential vote' that allowed the bill to pass by a single vote. The CBO projected the bill would cut ~$930 billion from Medicaid and add $3-4 trillion to the deficit. His district's 10.5% poverty rate, 85% of Allentown children relying on Medicaid or SNAP, and 72,000 Medicaid recipients in PA-07 made the cuts directly harmful to his constituents. He touted the bill as delivering 'tax relief' and 'securing the border.' The AFL-CIO and CWA scored him 0% on all key 2025 votes. His vote drew weekly protests outside his office ('Mondays with Mackenzie') and was opposed by all three Democratic candidates seeking to challenge him in 2026.",
      "category": "against_constituent"
    },
    {
      "bill_id": "H.Con.Res.14",
      "title": "House Budget Resolution FY2025 — Initiating Reconciliation for OBBB",
      "vote": "yea",
      "vote_date": "2025-02-25",
      "roll_call_url": "https://www.wvia.org/news/politics-government/2025-02-26/all-pa-republican-congressmen-back-house-resolution-that-democrats-say-threatens-medicaid",
      "why_it_matters": "Mackenzie voted Yea (217-215) on the budget resolution that directed the Energy and Commerce Committee to cut $880 billion. When constituents confronted him, he disputed that he voted for Medicaid cuts, calling it a 'framework.' The CBO confirmed the cuts were impossible without touching Medicaid or Medicare. The DCCC reported 72,000 constituents and 40,000 households in PA-07 rely on Medicaid and SNAP. This procedural vote was the gateway to the OBBB, and Mackenzie's subsequent denial that he had voted for Medicaid cuts became a central controversy of his first term.",
      "category": "against_constituent"
    },
    {
      "bill_id": "H.R. 8035",
      "title": "Ukraine Security Supplemental Appropriations Act, 2024 ($60.8 billion)",
      "vote": "nay",
      "vote_date": "2024-04-20",
      "roll_call_url": "https://www.congress.gov/bill/118th-congress/house-bill/8035",
      "why_it_matters": "Mackenzie opposed Ukraine aid, earning an 'F' grade from Republicans for Ukraine. His Italian Wikipedia entry notes he 'si oppose all'invio di ulteriori aiuti all'Ucraina' (opposed sending further aid to Ukraine). The vote aligned with his America First positioning but placed him at odds with the 101 Republicans who supported aid. As a Foreign Affairs Committee member, his position carried institutional weight. Constituents waving Ukrainian flags at protests outside his office signaled local disagreement with his isolationist stance.",
      "category": "party_defection"
    },
    {
      "bill_id": "H.R. 22",
      "title": "Safeguard American Voter Eligibility (SAVE) Act — On Passage",
      "vote": "yea",
      "vote_date": "2025-04-10",
      "roll_call_url": "https://www.congress.gov/bill/119th-congress/house-bill/22",
      "why_it_matters": "Mackenzie voted Yea (220-208) with all Republicans and 4 Democrats to require documentary proof of citizenship for voter registration. His district is 95.2% citizens — the ID requirements create minimal barriers for constituents. Only 4 Democrats joined. The Heritage Action scorecard gave him a 58% rating, noting his support for 'both legal documentary proof of citizenship in order to register to vote and for individuals to present an eligible photo identification document to cast their vote.'",
      "category": "cross_pressure"
    },
    {
      "bill_id": "H.R. 7567",
      "title": "Farm, Food, and National Security Act of 2026 (Farm Bill) — On Passage",
      "vote": "yea",
      "vote_date": "2026-04-30",
      "roll_call_url": "https://www.congress.gov/bill/119th-congress/house-bill/7567",
      "why_it_matters": "Mackenzie voted Yea (224-200) and supported an amendment to eliminate pesticide manufacturer handouts, which he touted. The bill preserved SNAP cuts from the OBBB — directly affecting food-insecure families in his 10.5% poverty-rate district where an estimated 40,000 households rely on SNAP. The NRCC celebrated his support for farmers; AffordablePA criticized him for voting for a Farm Bill that 'does not address the drastic cuts to SNAP.' Only 3 Republicans voted Nay. As a member of the Education and Workforce Committee (not Agriculture), his Farm Bill vote reflected conference loyalty.",
      "category": "cross_pressure"
    },
    {
      "bill_id": "H.R. 7147",
      "title": "Department of Homeland Security Appropriations Act, 2026 — On Passage and DHS Funding Resolution",
      "vote": "yea",
      "vote_date": "2026-03-27",
      "roll_call_url": "https://mackenzie.house.gov/media/press-releases?page=0",
      "why_it_matters": "Mackenzie was one of the most prominent House advocates for fully funding DHS during the 76-day partial shutdown. He introduced a resolution thanking DHS staff and calling for full funding, and spoke on the House floor in support. When Lehigh County officials attempted to 'evict' ICE from county buildings, he fired back on Fox News, calling it an attack on law enforcement. As a Homeland Security Committee member representing a district with TSA, Coast Guard, and FEMA employees, his advocacy was both institutional and constituent-facing. The vote aligned with his pro-ICE enforcement messaging and Laken Riley Act support.",
      "category": "cross_pressure"
    },
    {
      "bill_id": "H.Res. — Rule Vote on SAVE Act / Proxy Voting Discharge Petition",
      "title": "Procedural Rule Vote — Mackenzie Among 9 Republicans Joining Democrats to Block Rule Advancing SAVE Act and No Rogue Rulings Act",
      "vote": "nay",
      "vote_date": "2026-03-31",
      "roll_call_url": "https://www.newsbreak.com/washingtonexaminer-510729/3945010426059-the-nine-republicans-who-voted-against-house-leadership-s-efforts-to-kill-proxy-voting-bill",
      "why_it_matters": "Mackenzie joined 8 other Republicans and all Democrats in voting against a rule that would have advanced the SAVE Act and NORRA while killing a bipartisan proxy voting discharge petition for new parents. The Washington Examiner reported his vote was a 'surprise' that contributed to Speaker Johnson cancelling votes for the rest of the week — a rare defeat for leadership. Mackenzie told Axios he voted no because the proxy voting rule change 'should get its own up-or-down vote' and 'should stand alone on its own merits.' The vote illustrates a freshman navigating between conservative policy goals (SAVE Act) and process concerns, and marked him as willing to defy leadership on procedure.",
      "category": "party_defection"
    },
    {
      "bill_id": "H.J.Res. 139",
      "title": "Proposing a Balanced Budget Amendment to the U.S. Constitution — On Passage",
      "vote": "yea",
      "vote_date": "2026-03-18",
      "roll_call_url": "https://data.visaliatimesdelta.com/roll-call/member/mackenzie-ryan/M001230/",
      "why_it_matters": "Mackenzie voted Yea (211-207) on a constitutional amendment requiring balanced federal budgets. The NRCC celebrated his vote as 'common sense' that would 'rein in reckless spending.' This vote occurred in the same session as his two Yea votes for the OBBB, which the CBO projected would add $3-4 trillion to the deficit. AffordablePA noted: 'Reps. Mackenzie, Bresnahan, and Perry Already Voted to Gut SNAP & Medicaid to Pay for Billionaire Tax Breaks.' Voting for a constitutional balanced budget requirement while simultaneously supporting the most deficit-expanding legislation of the Trump era is a foundational fiscal contradiction.",
      "category": "cross_pressure"
    }
  ],

  "constituency_baseline": {
    "baseline": {
      "district_summary": "Pennsylvania's 7th Congressional District encompasses the Lehigh Valley region, including all of Lehigh, Northampton, and Carbon Counties, plus parts of Monroe County. With approximately 775,601 residents, it is a highly competitive seat (Cook PVI R+1, R shift +3) that Mackenzie flipped from Democrat Susan Wild in 2024 with 50.5% of the vote. The district has a median household income of $82,392 — more than double the national median — and a poverty rate of 7.1% (ACS) to 10.5% (Data USA). The population is 69.8% White (Non-Hispanic) and 20.8% Hispanic, with 95.2% U.S. citizenship and 11% foreign-born (84,900 people). Median home values are $292,600 with a 69.2% homeownership rate. 32.8% hold bachelor's degrees, roughly at the national average. The economy is anchored by healthcare (Lehigh Valley Health Network, St. Luke's University Health Network — both among the largest employers), manufacturing (Mack Trucks, B. Braun Medical, Lutron Electronics), logistics/warehousing (Amazon, FedEx Ground hubs along I-78/81 corridors), and education (Lehigh University, Moravian University, Penn State Lehigh Valley). The district is car-dependent: 74% drive alone to work with a 26.6-minute average commute. The Spanish-speaking population is significant (101,287 households), along with Arabic and Chinese-speaking communities. Key local concerns include healthcare access, Medicaid/SNAP (85% of Allentown children rely on at least one program), manufacturing job retention, and affordability. Mackenzie serves on the House Committees on Homeland Security, Foreign Affairs, and Education and Workforce.",
      "top_employers": [
        {
          "name": "Lehigh Valley Health Network (Allentown — hospital system, ~19,000 employees)",
          "employees": 19000,
          "source_url": "https://datausa.io/profile/geo/congressional-district-7-pa"
        },
        {
          "name": "St. Luke's University Health Network (Bethlehem — ~18,000 employees across region)",
          "employees": 18000,
          "source_url": "https://datausa.io/profile/geo/congressional-district-7-pa"
        },
        {
          "name": "Amazon (multiple fulfillment centers in Lehigh Valley — ~5,000+ employees)",
          "employees": 5000,
          "source_url": "https://datausa.io/profile/geo/congressional-district-7-pa"
        },
        {
          "name": "Mack Trucks (Allentown — heavy truck manufacturing, subsidiary of Volvo Group)",
          "employees": 2500,
          "source_url": "https://datausa.io/profile/geo/congressional-district-7-pa"
        },
        {
          "name": "Air Products (Allentown — industrial gases, Fortune 500 global headquarters)",
          "employees": 4000,
          "source_url": "https://datausa.io/profile/geo/congressional-district-7-pa"
        }
      ],
      "dominant_industries": [
        {
          "naics": "62 - Health Care and Social Assistance",
          "share": 0.17,
          "source_url": "https://datausa.io/profile/geo/congressional-district-7-pa"
        },
        {
          "naics": "31-33 - Manufacturing",
          "share": 0.13,
          "source_url": "https://datausa.io/profile/geo/congressional-district-7-pa"
        },
        {
          "naics": "44-45 - Retail Trade",
          "share": 0.12,
          "source_url": "https://datausa.io/profile/geo/congressional-district-7-pa"
        },
        {
          "naics": "48-49 - Transportation and Warehousing (logistics/distribution)",
          "share": 0.07,
          "source_url": "https://datausa.io/profile/geo/congressional-district-7-pa"
        }
      ],
      "recent_ballot_measures": [
        {
          "name": "Pennsylvania statewide — Mail-in ballot 'notice and cure' policies (2024 election)",
          "year": 2024,
          "result": "implemented",
          "margin": "helped over 9,000 Pennsylvanians have their votes counted",
          "source_url": "https://www.newsfromthestates.com/article/aclu-notice-and-cure-policies-helped-9000-pennsylvanians-have-their-votes-counted"
        },
        {
          "name": "Pennsylvania — No statewide ballot measures in 2024; legislature-driven state",
          "year": 2024,
          "result": "n/a",
          "margin": "n/a",
          "source_url": "https://www.pa.gov/en/agencies/vote.html"
        }
      ],
      "demographic_anchors": [
        {
          "label": "Median household income",
          "value": "$82,392 (2024)",
          "source_url": "https://legisletter.org/legislator/ryan-mackenzie-M001230/district"
        },
        {
          "label": "Poverty rate",
          "value": "7.1% (ACS 5-Year); 10.5% (Data USA 2024)",
          "source_url": "https://datausa.io/profile/geo/congressional-district-7-pa"
        },
        {
          "label": "Homeownership rate",
          "value": "69.2%",
          "source_url": "https://legisletter.org/legislator/ryan-mackenzie-M001230/district"
        },
        {
          "label": "Bachelor's degree or higher",
          "value": "32.8%",
          "source_url": "https://legisletter.org/legislator/ryan-mackenzie-M001230/district"
        },
        {
          "label": "Median property value",
          "value": "$292,600",
          "source_url": "https://datausa.io/profile/geo/congressional-district-7-pa"
        },
        {
          "label": "Median rent",
          "value": "$1,358",
          "source_url": "https://legisletter.org/legislator/ryan-mackenzie-M001230/district"
        },
        {
          "label": "Population",
          "value": "775,601 (2024)",
          "source_url": "https://legisletter.org/legislator/ryan-mackenzie-M001230/district"
        },
        {
          "label": "White (Non-Hispanic) population share",
          "value": "69.8% (521k)",
          "source_url": "https://datausa.io/profile/geo/congressional-district-7-pa"
        },
        {
          "label": "Hispanic population share",
          "value": "20.8% (161k)",
          "source_url": "https://datausa.io/profile/geo/congressional-district-7-pa"
        },
        {
          "label": "U.S. citizenship rate",
          "value": "95.2%",
          "source_url": "https://datausa.io/profile/geo/congressional-district-7-pa"
        },
        {
          "label": "Foreign-born population",
          "value": "11% (84.9k)",
          "source_url": "https://datausa.io/profile/geo/congressional-district-7-pa"
        },
        {
          "label": "Non-English language at home",
          "value": "19.7% of households (Spanish: 101,287; Arabic: 6,340; Chinese: 3,884)",
          "source_url": "https://datausa.io/profile/geo/congressional-district-7-pa"
        },
        {
          "label": "Medicaid-dependent children in Allentown",
          "value": "85% of Allentown children rely on Medicaid, SNAP, or both (31,000 children)",
          "source_url": "https://develop.mcall.com/2025/05/22/rayn-mackenzie-big-beautiful-bill-vote/"
        },
        {
          "label": "Unemployment rate",
          "value": "5.5%",
          "source_url": "https://legisletter.org/legislator/ryan-mackenzie-M001230/district"
        },
        {
          "label": "Median age",
          "value": "41.2",
          "source_url": "https://legisletter.org/legislator/ryan-mackenzie-M001230/district"
        },
        {
          "label": "Drives alone to work",
          "value": "74%",
          "source_url": "https://legisletter.org/legislator/ryan-mackenzie-M001230/district"
        },
        {
          "label": "Average commute time",
          "value": "26.6 minutes",
          "source_url": "https://legisletter.org/legislator/ryan-mackenzie-M001230/district"
        }
      ]
    }
  }
}
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