# correlations

correlation_id: rollup__quiver_2026-03-16_H001082_ACN
correlation_type: rollup
trade_id: quiver_2026-03-16_H001082_ACN
bioguide_id: H001082
member_name: Kevin Hern
party: R
chamber: House
ticker: ACN
sector: Information Technology
industry: IT Consulting & Other Services
transaction_type: sale_partial
amount_range: 250001.0
transaction_date: 2026-03-16
disclosure_date: 2026-04-03
trade_direction: sell
scored_at: 2026-06-14T01:23:30.056346+00:00
engine_version: 1.2.0
company_name: Accenture plc
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr1422-119", "event_type": "bill", "composite_score": 76.65, "event_summary": "Enhanced Iran Sanctions Act of 2025"}, {"event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_type": "contract", "composite_score": 64.17, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482"}, {"event_id": "hr7905-119", "event_type": "bill", "composite_score": 56.27, "event_summary": "Diabetes Foot Health Access and Modernization Act of 2026"}, {"event_id": "SUB_2026-03-23_Y260001944", "event_type": "contract", "composite_score": 49.87, "event_summary": "to TERADYNE, INC | $31,838"}, {"event_id": "SUB_2026-03-23_SVI-2319057-TCI-2544", "event_type": "contract", "composite_score": 49.87, "event_summary": "to TIDEWATER CONTRACTING, INC. | $195,421"}]

ml_shap_top3_distill:
[{"contribution": 6.6867, "factor": "timing_raw"}, {"contribution": 5.4613, "factor": "jurisdiction_raw"}, {"contribution": 2.8071, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0466, "factor": "amount_raw"}, {"contribution": -0.0255, "factor": "timing_raw"}, {"contribution": 0.0112, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-03-16_H001082_IQV
correlation_type: rollup
trade_id: quiver_2026-03-16_H001082_IQV
bioguide_id: H001082
member_name: Kevin Hern
party: R
chamber: House
ticker: IQV
sector: Healthcare
industry: Diagnostics & Research
transaction_type: sale_partial
amount_range: 50001.0
transaction_date: 2026-03-16
disclosure_date: 2026-04-03
trade_direction: sell
scored_at: 2026-06-14T01:23:30.056548+00:00
engine_version: 1.2.0
company_name: IQVIA Holdings, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-20_42HAL00174", "event_type": "contract", "composite_score": 68.88, "event_summary": "to ANIXTER INC | $56,901"}, {"event_id": "hr8034-119", "event_type": "bill", "composite_score": 50.46, "event_summary": "Protecting America’s Small Oil and Gas Producers and Rural Jobs Act"}, {"event_id": "hr8101-119", "event_type": "bill", "composite_score": 43.67, "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)"}, {"event_id": "hres1156-119", "event_type": "bill", "composite_score": 35.5, "event_summary": "Expressing support for tax policies that support working families."}, {"event_id": "hr7905-119", "event_type": "bill", "composite_score": 34.69, "event_summary": "Diabetes Foot Health Access and Modernization Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": 4.9483, "factor": "jurisdiction_raw"}, {"contribution": 3.1092, "factor": "timing_raw"}, {"contribution": 2.1562, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0111, "factor": "timing_raw"}, {"contribution": 0.01, "factor": "jurisdiction_raw"}, {"contribution": -0.007, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-03-16_A000379_AAPL
correlation_type: rollup
trade_id: quiver_2026-03-16_A000379_AAPL
bioguide_id: A000379
member_name: Mark Alford
party: R
chamber: House
ticker: AAPL
sector: Information Technology
industry: Technology Hardware, Storage & Peripherals
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-03-16
disclosure_date: 2026-03-31
trade_direction: sell
scored_at: 2026-06-14T01:23:30.057076+00:00
engine_version: 1.2.0
company_name: Apple Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7961-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "H–1Bs for Physicians and the Healthcare Workforce Act"}, {"event_id": "hr8117-119", "event_type": "bill", "composite_score": 58.94, "event_summary": "Fair Treatment of Religious Organizations Act of 2026"}, {"event_id": "hr8205-119", "event_type": "bill", "composite_score": 51.92, "event_summary": "Accelerating Access to Critical Therapies for ALS Reauthorization Act of 2026"}, {"event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_type": "contract", "composite_score": 49.95, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482"}, {"event_id": "hr7902-119", "event_type": "bill", "composite_score": 49.95, "event_summary": "Safeguarding Women from Chemical Abortion Act"}]


correlation_id: rollup__quiver_2026-03-16_C001123_CDRE
correlation_type: rollup
trade_id: quiver_2026-03-16_C001123_CDRE
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: CDRE
sector: Industrials
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-16
disclosure_date: 2026-04-07
trade_direction: buy
scored_at: 2026-06-14T01:23:30.053604+00:00
engine_version: 1.2.0
company_name: Cadre Holdings, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-18_L-20260770773", "event_type": "contract", "composite_score": 76.59, "event_summary": "to THE BOEING COMPANY | $128,134"}, {"event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_type": "contract", "composite_score": 70.33, "event_summary": "to OSHKOSH DEFENSE LLC | $960,267"}, {"event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_type": "contract", "composite_score": 70.33, "event_summary": "to OSHKOSH DEFENSE LLC | $191,384"}, {"event_id": "hr1422-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "Enhanced Iran Sanctions Act of 2025"}, {"event_id": "SUB_2026-03-18_ASPHALT TESTING SERVICES 25-106", "event_type": "contract", "composite_score": 68.69, "event_summary": "to ASPHALT TESTING SERVICES ATS, LLC | $353,500"}]

ml_shap_top3_distill:
[{"contribution": 12.4056, "factor": "jurisdiction_raw"}, {"contribution": 7.0423, "factor": "timing_raw"}, {"contribution": 1.4487, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0687, "factor": "jurisdiction_raw"}, {"contribution": -0.0265, "factor": "timing_raw"}, {"contribution": 0.0052, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-03-16_C001123_PLTR
correlation_type: rollup
trade_id: quiver_2026-03-16_C001123_PLTR
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: PLTR
sector: Information Technology
industry: Application Software
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-16
disclosure_date: 2026-04-07
trade_direction: buy
scored_at: 2026-06-14T01:23:30.055712+00:00
engine_version: 1.2.0
company_name: Palantir Technologies Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr1422-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "Enhanced Iran Sanctions Act of 2025"}, {"event_id": "hr7977-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "Energy Bills Relief Act"}, {"event_id": "hr7973-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "Momnibus Act"}, {"event_id": "hr8031-119", "event_type": "bill", "composite_score": 65.72, "event_summary": "To repeal the Executive order entitled \"Ensuring a National Policy Framework for Artificial Intelligence\"."}, {"event_id": "hr8163-119", "event_type": "bill", "composite_score": 55.75, "event_summary": "Provider Reimbursement Stability Act of 2026"}]


correlation_id: rollup__quiver_2026-03-16_H001082_PRGS
correlation_type: rollup
trade_id: quiver_2026-03-16_H001082_PRGS
bioguide_id: H001082
member_name: Kevin Hern
party: R
chamber: House
ticker: PRGS
sector: Technology
industry: Software - Infrastructure
transaction_type: sale_partial
amount_range: 50001.0
transaction_date: 2026-03-16
disclosure_date: 2026-04-03
trade_direction: sell
scored_at: 2026-06-14T01:23:30.056033+00:00
engine_version: 1.2.0
company_name: Progress Software Corporation
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-23_SVI-2319057-TCI-2544", "event_type": "contract", "composite_score": 73.03, "event_summary": "to TIDEWATER CONTRACTING, INC. | $195,421"}, {"event_id": "SUB_2026-03-23_Y260001944", "event_type": "contract", "composite_score": 65.14, "event_summary": "to TERADYNE, INC | $31,838"}, {"event_id": "SUB_2026-04-13_2601262", "event_type": "contract", "composite_score": 60.61, "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,910"}, {"event_id": "SUB_2026-04-13_2601264", "event_type": "contract", "composite_score": 60.61, "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $44,676"}, {"event_id": "hr1422-119", "event_type": "bill", "composite_score": 55.07, "event_summary": "Enhanced Iran Sanctions Act of 2025"}]

ml_shap_top3_distill:
[{"contribution": 12.4022, "factor": "jurisdiction_raw"}, {"contribution": 1.9188, "factor": "amount_raw"}, {"contribution": 1.3931, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0614, "factor": "jurisdiction_raw"}, {"contribution": -0.0228, "factor": "amount_raw"}, {"contribution": -0.0201, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-03-17_H001082_IVZ
correlation_type: rollup
trade_id: quiver_2026-03-17_H001082_IVZ
bioguide_id: H001082
member_name: Kevin Hern
party: R
chamber: House
ticker: IVZ
sector: Financial Services
industry: Asset Management
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-03-17
disclosure_date: 2026-04-03
trade_direction: sell
scored_at: 2026-06-15T01:02:26.544377+00:00
engine_version: 1.2.0
company_name: Invesco Ltd
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-05_D26P000282", "event_type": "contract", "composite_score": 50.41, "event_summary": "to AVIATRIX INC | $77,245"}, {"event_id": "hr8034-119", "event_type": "bill", "composite_score": 49.79, "event_summary": "Protecting America’s Small Oil and Gas Producers and Rural Jobs Act"}, {"event_id": "SUB_2026-02-27_40487291", "event_type": "contract", "composite_score": 46.52, "event_summary": "to AMPHENOL CORP | $30,043"}, {"event_id": "hr8101-119", "event_type": "bill", "composite_score": 42.51, "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)"}, {"event_id": "hres1156-119", "event_type": "bill", "composite_score": 33.75, "event_summary": "Expressing support for tax policies that support working families."}]

ml_shap_top3_distill:
[{"contribution": -12.2793, "factor": "trade_before_event_raw"}, {"contribution": 11.1636, "factor": "jurisdiction_raw"}, {"contribution": -6.1901, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0568, "factor": "jurisdiction_raw"}, {"contribution": -0.0103, "factor": "amount_raw"}, {"contribution": -0.0088, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-03-17_H001082_CMCSA
correlation_type: rollup
trade_id: quiver_2026-03-17_H001082_CMCSA
bioguide_id: H001082
member_name: Kevin Hern
party: R
chamber: House
ticker: CMCSA
sector: Communication Services
industry: Telecom Services
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-03-17
disclosure_date: 2026-04-03
trade_direction: sell
scored_at: 2026-06-15T01:02:26.544661+00:00
engine_version: 1.2.0
company_name: Comcast Corporation
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr1422-119", "event_type": "bill", "composite_score": 73.15, "event_summary": "Enhanced Iran Sanctions Act of 2025"}, {"event_id": "hr7905-119", "event_type": "bill", "composite_score": 49.67, "event_summary": "Diabetes Foot Health Access and Modernization Act of 2026"}, {"event_id": "hr2189-119", "event_type": "bill", "composite_score": 37.2, "event_summary": "Law-Enforcement Innovate to De-Escalate Act"}, {"event_id": "hr7300-119", "event_type": "bill", "composite_score": 32.38, "event_summary": "Make Elections Great Again Act"}, {"event_id": "hr909-119", "event_type": "bill", "composite_score": 32.38, "event_summary": "Crime Victims Fund Stabilization Act of 2025"}]

ml_shap_top3_distill:
[{"contribution": 7.6626, "factor": "timing_raw"}, {"contribution": 5.1003, "factor": "jurisdiction_raw"}, {"contribution": 1.3198, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0171, "factor": "timing_raw"}, {"contribution": 0.015, "factor": "amount_raw"}, {"contribution": 0.0115, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-03-17_H001082_CTSH
correlation_type: rollup
trade_id: quiver_2026-03-17_H001082_CTSH
bioguide_id: H001082
member_name: Kevin Hern
party: R
chamber: House
ticker: CTSH
sector: Information Technology
industry: IT Consulting & Other Services
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-03-17
disclosure_date: 2026-04-03
trade_direction: sell
scored_at: 2026-06-15T01:02:26.545131+00:00
engine_version: 1.2.0
company_name: Cognizant Technology Solutions Corporation
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr1422-119", "event_type": "bill", "composite_score": 73.15, "event_summary": "Enhanced Iran Sanctions Act of 2025"}, {"event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_type": "contract", "composite_score": 57.57, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482"}, {"event_id": "hr7905-119", "event_type": "bill", "composite_score": 49.67, "event_summary": "Diabetes Foot Health Access and Modernization Act of 2026"}, {"event_id": "SUB_2026-03-23_Y260001944", "event_type": "contract", "composite_score": 45.77, "event_summary": "to TERADYNE, INC | $31,838"}, {"event_id": "SUB_2026-03-23_SVI-2319057-TCI-2544", "event_type": "contract", "composite_score": 45.77, "event_summary": "to TIDEWATER CONTRACTING, INC. | $195,421"}]

ml_shap_top3_car:
[{"contribution": 0.0171, "factor": "timing_raw"}, {"contribution": 0.015, "factor": "amount_raw"}, {"contribution": 0.0115, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-03-17_H001082_MUA
correlation_type: rollup
trade_id: quiver_2026-03-17_H001082_MUA
bioguide_id: H001082
member_name: Kevin Hern
party: R
chamber: House
ticker: MUA
sector: Financial Services
industry: Asset Management
transaction_type: sale_partial
amount_range: 50001.0
transaction_date: 2026-03-17
disclosure_date: 2026-04-03
trade_direction: sell
scored_at: 2026-06-15T01:02:26.545491+00:00
engine_version: 1.2.0
company_name: Blackrock MuniAssets Fund, Inc
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-05_D26P000282", "event_type": "contract", "composite_score": 52.52, "event_summary": "to AVIATRIX INC | $77,245"}, {"event_id": "hr8034-119", "event_type": "bill", "composite_score": 51.89, "event_summary": "Protecting America’s Small Oil and Gas Producers and Rural Jobs Act"}, {"event_id": "SUB_2026-02-27_40487291", "event_type": "contract", "composite_score": 48.62, "event_summary": "to AMPHENOL CORP | $30,043"}, {"event_id": "hr8101-119", "event_type": "bill", "composite_score": 44.62, "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)"}, {"event_id": "hres1156-119", "event_type": "bill", "composite_score": 35.86, "event_summary": "Expressing support for tax policies that support working families."}]

ml_shap_top3_distill:
[{"contribution": -12.1865, "factor": "trade_before_event_raw"}, {"contribution": 11.1689, "factor": "jurisdiction_raw"}, {"contribution": -6.1946, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0567, "factor": "jurisdiction_raw"}, {"contribution": -0.0137, "factor": "amount_raw"}, {"contribution": 0.0054, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-03-17_H001082_BDX
correlation_type: rollup
trade_id: quiver_2026-03-17_H001082_BDX
bioguide_id: H001082
member_name: Kevin Hern
party: R
chamber: House
ticker: BDX
sector: Healthcare
industry: Medical Instruments & Supplies
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-03-17
disclosure_date: 2026-04-03
trade_direction: sell
scored_at: 2026-06-15T01:02:26.545775+00:00
engine_version: 1.2.0
company_name: Becton, Dickinson and Company
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-20_42HAL00174", "event_type": "contract", "composite_score": 68.21, "event_summary": "to ANIXTER INC | $56,901"}, {"event_id": "hr8034-119", "event_type": "bill", "composite_score": 49.79, "event_summary": "Protecting America’s Small Oil and Gas Producers and Rural Jobs Act"}, {"event_id": "hr8101-119", "event_type": "bill", "composite_score": 42.51, "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)"}, {"event_id": "hres1156-119", "event_type": "bill", "composite_score": 33.75, "event_summary": "Expressing support for tax policies that support working families."}, {"event_id": "hr7905-119", "event_type": "bill", "composite_score": 31.25, "event_summary": "Diabetes Foot Health Access and Modernization Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": 4.8926, "factor": "jurisdiction_raw"}, {"contribution": 3.793, "factor": "timing_raw"}, {"contribution": 1.2999, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0106, "factor": "jurisdiction_raw"}, {"contribution": -0.0097, "factor": "timing_raw"}, {"contribution": 0.0031, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-03-17_M001236_DNUT
correlation_type: rollup
trade_id: quiver_2026-03-17_M001236_DNUT
bioguide_id: M001236
member_name: Tim Moore
party: R
chamber: House
ticker: DNUT
sector: Consumer Defensive
industry: Grocery Stores
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-03-17
disclosure_date: 2026-03-24
trade_direction: sell
scored_at: 2026-06-15T01:02:26.545953+00:00
engine_version: 1.2.0
company_name: Krispy Kreme, Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr556-119", "event_type": "bill", "composite_score": 51.32, "event_summary": "Protecting Access for Hunters and Anglers Act"}, {"event_id": "hres1073-119", "event_type": "bill", "composite_score": 18.36, "event_summary": "Expressing support for the designation of February 21 through February 28, 2026, as \"National FFA Week\", recognizing the important role of the National Future Farmers of America (FFA) Organization in "}, {"event_id": "hr7024-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "Hemp Planting Predictability Act"}, {"event_id": "hr7010-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "To amend the Agriculture, Rural Development, Food and Drug Administration, and Related Agency Appropriations Act, 2026, to delay the implementation of amendments made by such Act to the hemp productio"}]

ml_shap_top3_distill:
[{"contribution": -14.8843, "factor": "jurisdiction_raw"}, {"contribution": 8.2129, "factor": "timing_raw"}, {"contribution": 1.656, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0115, "factor": "jurisdiction_raw"}, {"contribution": -0.0109, "factor": "timing_raw"}, {"contribution": 0.005, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-03-18_H001082_TXN
correlation_type: rollup
trade_id: quiver_2026-03-18_H001082_TXN
bioguide_id: H001082
member_name: Kevin Hern
party: R
chamber: House
ticker: TXN
sector: Technology
industry: Semiconductors
transaction_type: sale_partial
amount_range: 500001.0
transaction_date: 2026-03-18
disclosure_date: 2026-04-03
trade_direction: sell
scored_at: 2026-06-16T01:19:36.674547+00:00
engine_version: 1.2.0
company_name: Texas Instruments Incorporated
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-23_Y260001944", "event_type": "contract", "composite_score": 71.76, "event_summary": "to TERADYNE, INC | $31,838"}, {"event_id": "SUB_2026-03-23_SVI-2319057-TCI-2544", "event_type": "contract", "composite_score": 71.76, "event_summary": "to TIDEWATER CONTRACTING, INC. | $195,421"}, {"event_id": "SUB_2026-04-13_2601262", "event_type": "contract", "composite_score": 57.49, "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,910"}, {"event_id": "SUB_2026-04-13_2601264", "event_type": "contract", "composite_score": 57.49, "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $44,676"}, {"event_id": "hr1422-119", "event_type": "bill", "composite_score": 43.51, "event_summary": "Enhanced Iran Sanctions Act of 2025"}]

ml_shap_top3_distill:
[{"contribution": 4.8343, "factor": "jurisdiction_raw"}, {"contribution": 4.5155, "factor": "amount_raw"}, {"contribution": 1.3548, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0326, "factor": "timing_raw"}, {"contribution": -0.0322, "factor": "amount_raw"}, {"contribution": 0.0179, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-03-18_M001236_LGIH
correlation_type: rollup
trade_id: quiver_2026-03-18_M001236_LGIH
bioguide_id: M001236
member_name: Tim Moore
party: R
chamber: House
ticker: LGIH
sector: Consumer Cyclical
industry: Residential Construction
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-03-18
disclosure_date: 2026-03-24
trade_direction: buy
scored_at: 2026-06-16T01:19:36.674657+00:00
engine_version: 1.2.0
company_name: LGI Homes, Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr3410-119", "event_type": "bill", "composite_score": 44.61, "event_summary": "Supersonic Aviation Modernization Act"}, {"event_id": "hr7548-119", "event_type": "bill", "composite_score": 15.13, "event_summary": "SCAM Act"}, {"event_id": "hr6955-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "Main Street Act"}]

ml_shap_top3_car:
[{"contribution": -0.0208, "factor": "timing_raw"}, {"contribution": -0.0114, "factor": "jurisdiction_raw"}, {"contribution": 0.0091, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-03-18_C001123_APP
correlation_type: rollup
trade_id: quiver_2026-03-18_C001123_APP
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: APP
sector: Communication Services
industry: Advertising Agencies
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-03-18
disclosure_date: 2026-04-07
trade_direction: sell
scored_at: 2026-06-16T01:19:36.674152+00:00
engine_version: 1.2.0
company_name: Applovin Corporation
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7977-119", "event_type": "bill", "composite_score": 73.15, "event_summary": "Energy Bills Relief Act"}, {"event_id": "hr7973-119", "event_type": "bill", "composite_score": 73.15, "event_summary": "Momnibus Act"}, {"event_id": "hr8031-119", "event_type": "bill", "composite_score": 69.74, "event_summary": "To repeal the Executive order entitled \"Ensuring a National Policy Framework for Artificial Intelligence\"."}, {"event_id": "hr8163-119", "event_type": "bill", "composite_score": 58.29, "event_summary": "Provider Reimbursement Stability Act of 2026"}, {"event_id": "hr1422-119", "event_type": "bill", "composite_score": 55.62, "event_summary": "Enhanced Iran Sanctions Act of 2025"}]


correlation_id: rollup__quiver_2026-03-18_H001082_SMA
correlation_type: rollup
trade_id: quiver_2026-03-18_H001082_SMA
bioguide_id: H001082
member_name: Kevin Hern
party: R
chamber: House
ticker: SMA
sector: Real Estate
industry: REIT - Industrial
transaction_type: sale_partial
amount_range: 500001.0
transaction_date: 2026-03-18
disclosure_date: 2026-04-03
trade_direction: sell
scored_at: 2026-06-16T01:19:36.674194+00:00
engine_version: 1.2.0
company_name: SmartStop Self Storage REIT, In
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-02-19_PS0-1178MT CST", "event_type": "contract", "composite_score": 34.06, "event_summary": "to AGILENT TECHNOLOGIES INC | $32,165"}]

ml_shap_top3_distill:
[{"contribution": -13.8021, "factor": "timing_raw"}, {"contribution": -12.6698, "factor": "trade_before_event_raw"}, {"contribution": 4.8147, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0415, "factor": "multiple_signals_raw"}, {"contribution": -0.0215, "factor": "amount_raw"}, {"contribution": 0.0152, "factor": "trade_before_event_raw"}]


correlation_id: rollup__quiver_2026-03-19_M001218_MSFT
correlation_type: rollup
trade_id: quiver_2026-03-19_M001218_MSFT
bioguide_id: M001218
member_name: Richard Dean Dr Mccormick
party: R
chamber: House
ticker: MSFT
sector: Information Technology
industry: Systems Software
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-19
disclosure_date: 2026-04-07
trade_direction: buy
scored_at: 2026-06-17T01:08:52.658420+00:00
engine_version: 1.2.0
company_name: Microsoft Corporation
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr1958-119", "event_type": "bill", "composite_score": 72.1, "event_summary": "Deporting Fraudsters Act of 2026"}, {"event_id": "hr8057-119", "event_type": "bill", "composite_score": 64.39, "event_summary": "To amend title 38, United States Code, to modify the rate of pay for care or services provided under the Community Care Program of the Department of Veterans Affairs based on the location at which suc"}, {"event_id": "hres1137-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "Recognizing the 100th anniversary of the creation of the Sporting Arms and Ammunition Manufacturers' Institute, Inc., and commending its work establishing industry standards that ensure the safe inter"}, {"event_id": "hres1141-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "Expressing support for the designation of March 26, 2026, as \"National Science Appreciation Day\"."}, {"event_id": "hr8179-119", "event_type": "bill", "composite_score": 55.75, "event_summary": "FETCH Act of 2026"}]


correlation_id: rollup__quiver_2026-03-19_M001218_LHX
correlation_type: rollup
trade_id: quiver_2026-03-19_M001218_LHX
bioguide_id: M001218
member_name: Richard Dean Dr Mccormick
party: R
chamber: House
ticker: LHX
sector: Aerospace & Defense
industry: Aerospace & Defense
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-03-19
disclosure_date: 2026-04-07
trade_direction: sell
scored_at: 2026-06-17T01:08:52.658829+00:00
engine_version: 1.2.0
company_name: L3Harris Technologies, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8019-119", "event_type": "bill", "composite_score": 72.1, "event_summary": "U.S.-Greece Defense Cooperation Advancement Act"}, {"event_id": "SUB_2026-03-25_D26P000395", "event_type": "contract", "composite_score": 71.04, "event_summary": "to THE BOEING COMPANY | $135,778"}, {"event_id": "SUB_2026-03-27_D26P000437", "event_type": "contract", "composite_score": 68.79, "event_summary": "to THE BOEING COMPANY | $262,452"}, {"event_id": "SUB_2026-03-18_L-20260770773", "event_type": "contract", "composite_score": 62.46, "event_summary": "to THE BOEING COMPANY | $128,134"}, {"event_id": "hr8170-119", "event_type": "bill", "composite_score": 55.75, "event_summary": "MATCH Act"}]


correlation_id: rollup__quiver_2026-03-19_M001236_LGIH
correlation_type: rollup
trade_id: quiver_2026-03-19_M001236_LGIH
bioguide_id: M001236
member_name: Tim Moore
party: R
chamber: House
ticker: LGIH
sector: Consumer Cyclical
industry: Residential Construction
transaction_type: purchase
amount_range: 50001.0
transaction_date: 2026-03-19
disclosure_date: 2026-03-24
trade_direction: buy
scored_at: 2026-06-17T01:08:52.658928+00:00
engine_version: 1.2.0
company_name: LGI Homes, Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr3410-119", "event_type": "bill", "composite_score": 47.88, "event_summary": "Supersonic Aviation Modernization Act"}, {"event_id": "hr7548-119", "event_type": "bill", "composite_score": 17.07, "event_summary": "SCAM Act"}, {"event_id": "hr6955-119", "event_type": "bill", "composite_score": 16.06, "event_summary": "Main Street Act"}]

ml_shap_top3_car:
[{"contribution": -0.0225, "factor": "timing_raw"}, {"contribution": -0.0118, "factor": "jurisdiction_raw"}, {"contribution": -0.0085, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-03-19_J000309_BP
correlation_type: rollup
trade_id: quiver_2026-03-19_J000309_BP
bioguide_id: J000309
member_name: Jonathan Jackson
party: D
chamber: House
ticker: BP
sector: Energy
industry: Oil & Gas Integrated
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-03-19
disclosure_date: 2026-04-08
trade_direction: buy
scored_at: 2026-06-17T01:08:52.660010+00:00
engine_version: 1.2.0
company_name: BP p.l.c.
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8008-119", "event_type": "bill", "composite_score": 73.15, "event_summary": "To address social determinants of maternal health to eliminate maternal mortality, severe maternal morbidity, and maternal health disparities, and for other purposes."}, {"event_id": "hjres153-119", "event_type": "bill", "composite_score": 65.44, "event_summary": "To direct the removal of United States Armed Forces from hostilities within or against the Republic of Cuba that have not been authorized by Congress."}, {"event_id": "hr8074-119", "event_type": "bill", "composite_score": 64.2, "event_summary": "Kira Johnson Act"}, {"event_id": "hr8080-119", "event_type": "bill", "composite_score": 64.2, "event_summary": "Data to Save Moms Act"}, {"event_id": "hr4624-119", "event_type": "bill", "composite_score": 64.2, "event_summary": "Muhammad Ali American Boxing Revival Act of 2026"}]


correlation_id: rollup__quiver_2026-03-19_J000309_ORLY
correlation_type: rollup
trade_id: quiver_2026-03-19_J000309_ORLY
bioguide_id: J000309
member_name: Jonathan Jackson
party: D
chamber: House
ticker: ORLY
sector: Consumer Cyclical
industry: Auto Parts
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-03-19
disclosure_date: 2026-04-08
trade_direction: sell
scored_at: 2026-06-17T01:08:52.660468+00:00
engine_version: 1.2.0
company_name: O'Reilly Automotive, Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8055-119", "event_type": "bill", "composite_score": 47.02, "event_summary": "Extending WIC for New Moms Act"}, {"event_id": "hr4624-119", "event_type": "bill", "composite_score": 45.77, "event_summary": "Muhammad Ali American Boxing Revival Act of 2026"}, {"event_id": "hconres81-119", "event_type": "bill", "composite_score": 44.61, "event_summary": "Recognizing the significance of equal pay and the disparity between wages paid to men and women."}, {"event_id": "hr8158-119", "event_type": "bill", "composite_score": 40.68, "event_summary": "Reproductive Healthcare Leave Act"}, {"event_id": "hr7977-119", "event_type": "bill", "composite_score": 37.19, "event_summary": "Energy Bills Relief Act"}]


correlation_id: rollup__quiver_2026-03-19_B001236_BBEU
correlation_type: rollup
trade_id: quiver_2026-03-19_B001236_BBEU
bioguide_id: B001236
member_name: John Boozman
party: R
chamber: Senate
ticker: BBEU
transaction_type: sale_full
amount_range: 15001.0
transaction_date: 2026-03-19
disclosure_date: 2026-04-14
trade_direction: sell
scored_at: 2026-06-17T01:08:52.660975+00:00
engine_version: 1.2.0
company_name: JPMorgan BetaBuilders Europe ET
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s4197-119", "event_type": "bill", "composite_score": 45.77, "event_summary": "Veterans Outdoor Rehabilitation Act"}, {"event_id": "s4249-119", "event_type": "bill", "composite_score": 44.61, "event_summary": "FARM Stability Act"}, {"event_id": "s4220-119", "event_type": "bill", "composite_score": 44.61, "event_summary": "Veterans Health Administration Novel Therapeutics Preparedness Act"}, {"event_id": "s4233-119", "event_type": "bill", "composite_score": 44.61, "event_summary": "Save Struggling Hospitals Act"}, {"event_id": "s4221-119", "event_type": "bill", "composite_score": 44.61, "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)"}]

ml_shap_top3_car:
[{"contribution": -0.0202, "factor": "timing_raw"}, {"contribution": -0.0118, "factor": "jurisdiction_raw"}, {"contribution": 0.009, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-03-19_B001236_JNJ
correlation_type: rollup
trade_id: quiver_2026-03-19_B001236_JNJ
bioguide_id: B001236
member_name: John Boozman
party: R
chamber: Senate
ticker: JNJ
sector: Health Care
industry: Pharmaceuticals
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-03-19
disclosure_date: 2026-04-14
trade_direction: sell
scored_at: 2026-06-17T01:08:52.661195+00:00
engine_version: 1.2.0
company_name: Johnson & Johnson
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s4197-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "Veterans Outdoor Rehabilitation Act"}, {"event_id": "s4233-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "Save Struggling Hospitals Act"}, {"event_id": "s4220-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "Veterans Health Administration Novel Therapeutics Preparedness Act"}, {"event_id": "s4221-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)"}, {"event_id": "SUB_2026-03-20_42HAL00174", "event_type": "contract", "composite_score": 51.91, "event_summary": "to ANIXTER INC | $56,901"}]


correlation_id: rollup__quiver_2026-03-19_B001236_NVDA
correlation_type: rollup
trade_id: quiver_2026-03-19_B001236_NVDA
bioguide_id: B001236
member_name: John Boozman
party: R
chamber: Senate
ticker: NVDA
sector: Information Technology
industry: Semiconductors
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-19
disclosure_date: 2026-04-14
trade_direction: buy
scored_at: 2026-06-17T01:08:52.661536+00:00
engine_version: 1.2.0
company_name: NVIDIA Corporation
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s4197-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "Veterans Outdoor Rehabilitation Act"}, {"event_id": "s4220-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "Veterans Health Administration Novel Therapeutics Preparedness Act"}, {"event_id": "s4249-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "FARM Stability Act"}, {"event_id": "SUB_2026-03-23_Y260001944", "event_type": "contract", "composite_score": 47.3, "event_summary": "to TERADYNE, INC | $31,838"}, {"event_id": "SUB_2026-03-23_SVI-2319057-TCI-2544", "event_type": "contract", "composite_score": 47.3, "event_summary": "to TIDEWATER CONTRACTING, INC. | $195,421"}]


correlation_id: rollup__quiver_2026-03-19_S000168_VG
correlation_type: rollup
trade_id: quiver_2026-03-19_S000168_VG
bioguide_id: S000168
member_name: Maria Elvira Salazar
party: R
chamber: House
ticker: VG
sector: Energy
industry: Oil & Gas Midstream
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-19
disclosure_date: 2026-04-21
trade_direction: buy
scored_at: 2026-06-17T01:08:52.662065+00:00
engine_version: 1.2.0
company_name: Venture Global, Inc.
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8205-119", "event_type": "bill", "composite_score": 56.5, "event_summary": "Accelerating Access to Critical Therapies for ALS Reauthorization Act of 2026"}, {"event_id": "hr1422-119", "event_type": "bill", "composite_score": 56.08, "event_summary": "Enhanced Iran Sanctions Act of 2025"}, {"event_id": "hr8274-119", "event_type": "bill", "composite_score": 53.28, "event_summary": "Improving Retirement Security for Family Caregivers Act of 2026"}, {"event_id": "hr8273-119", "event_type": "bill", "composite_score": 53.28, "event_summary": "Catching Up Family Caregivers Act of 2026"}, {"event_id": "hres1179-119", "event_type": "bill", "composite_score": 52.99, "event_summary": "Condemning attacks on civilians in Sudan and calling for an end to external support to the warring parties and for efforts to promote a negotiated settlement of the war."}]

ml_shap_top3_distill:
[{"contribution": -9.5109, "factor": "timing_raw"}, {"contribution": 5.4415, "factor": "jurisdiction_raw"}, {"contribution": 1.9452, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0594, "factor": "disclosure_lag_raw"}, {"contribution": -0.0119, "factor": "timing_raw"}, {"contribution": 0.0099, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-03-19_S000168_RH
correlation_type: rollup
trade_id: quiver_2026-03-19_S000168_RH
bioguide_id: S000168
member_name: Maria Elvira Salazar
party: R
chamber: House
ticker: RH
sector: Consumer Cyclical
industry: Specialty Retail
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-03-19
disclosure_date: 2026-04-21
trade_direction: buy
scored_at: 2026-06-17T01:08:52.662188+00:00
engine_version: 1.2.0
company_name: RH
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7777-119", "event_type": "bill", "composite_score": 24.48, "event_summary": "Protecting America’s Medical Supply Chains Act of 2026"}, {"event_id": "hres1044-119", "event_type": "bill", "composite_score": 17.68, "event_summary": "Expressing support for the designation of the year 2026 as the \"National Year of the Volunteer\"."}, {"event_id": "hr7055-119", "event_type": "bill", "composite_score": 17.11, "event_summary": "Restoring Sovereignty and Human Rights in Nicaragua Act of 2026"}, {"event_id": "hr6955-119", "event_type": "bill", "composite_score": 17.11, "event_summary": "Main Street Act"}]

ml_shap_top3_distill:
[{"contribution": -14.6702, "factor": "jurisdiction_raw"}, {"contribution": -11.5708, "factor": "trade_before_event_raw"}, {"contribution": -9.0302, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0505, "factor": "disclosure_lag_raw"}, {"contribution": -0.0173, "factor": "jurisdiction_raw"}, {"contribution": -0.0152, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-03-19_S000168_FDX
correlation_type: rollup
trade_id: quiver_2026-03-19_S000168_FDX
bioguide_id: S000168
member_name: Maria Elvira Salazar
party: R
chamber: House
ticker: FDX
sector: Industrials
industry: Integrated Freight & Logistics
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-03-19
disclosure_date: 2026-04-21
trade_direction: buy
scored_at: 2026-06-17T01:08:52.663178+00:00
engine_version: 1.2.0
company_name: FedEx Corporation
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-19_DL-60827", "event_type": "contract", "composite_score": 76.31, "event_summary": "to JOHNSON CONTROLS, INC. | $42,592"}, {"event_id": "SUB_2026-03-23_SVI-2319057-ABM-6558", "event_type": "contract", "composite_score": 69.94, "event_summary": "to ABM ELECTRICAL POWER SOLUTIONS LLC | $38,760"}, {"event_id": "SUB_2026-03-25_F-CEIRR-IDPCC-0842021-02 MOD 07", "event_type": "contract", "composite_score": 67.35, "event_summary": "to ICF MACRO INC | $194,980"}, {"event_id": "SUB_2026-03-25_SVI-2319010-CAT-F112", "event_type": "contract", "composite_score": 67.35, "event_summary": "to CATERPILLAR INC | $369,222"}, {"event_id": "SUB_2026-03-25_D26P000395", "event_type": "contract", "composite_score": 67.35, "event_summary": "to THE BOEING COMPANY | $135,778"}]

ml_shap_top3_distill:
[{"contribution": 8.2381, "factor": "timing_raw"}, {"contribution": 5.1715, "factor": "jurisdiction_raw"}, {"contribution": 2.5055, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0316, "factor": "timing_raw"}, {"contribution": -0.027, "factor": "disclosure_lag_raw"}, {"contribution": 0.0114, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-03-19_S000168_C
correlation_type: rollup
trade_id: quiver_2026-03-19_S000168_C
bioguide_id: S000168
member_name: Maria Elvira Salazar
party: R
chamber: House
ticker: C
sector: Financial Services
industry: Banks - Diversified
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-03-19
disclosure_date: 2026-04-21
trade_direction: buy
scored_at: 2026-06-17T01:08:52.663603+00:00
engine_version: 1.2.0
company_name: Citigroup, Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-05_D26P000282", "event_type": "contract", "composite_score": 44.19, "event_summary": "to AVIATRIX INC | $77,245"}, {"event_id": "SUB_2026-02-27_40487291", "event_type": "contract", "composite_score": 40.8, "event_summary": "to AMPHENOL CORP | $30,043"}, {"event_id": "hres1121-119", "event_type": "bill", "composite_score": 38.71, "event_summary": "Honoring the extraordinary contributions of Irish Americans to the American War for Independence on the occasion of the 250th anniversary of the United States."}, {"event_id": "hr8274-119", "event_type": "bill", "composite_score": 35.91, "event_summary": "Improving Retirement Security for Family Caregivers Act of 2026"}, {"event_id": "hr8273-119", "event_type": "bill", "composite_score": 35.91, "event_summary": "Catching Up Family Caregivers Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": -12.3006, "factor": "trade_before_event_raw"}, {"contribution": -8.5143, "factor": "timing_raw"}, {"contribution": 5.4814, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0497, "factor": "disclosure_lag_raw"}, {"contribution": 0.0155, "factor": "jurisdiction_raw"}, {"contribution": -0.0136, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-03-19_S000168_GS
correlation_type: rollup
trade_id: quiver_2026-03-19_S000168_GS
bioguide_id: S000168
member_name: Maria Elvira Salazar
party: R
chamber: House
ticker: GS
sector: Financials
industry: Investment Banking & Brokerage
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-03-19
disclosure_date: 2026-04-21
trade_direction: buy
scored_at: 2026-06-17T01:08:52.663905+00:00
engine_version: 1.2.0
company_name: The Goldman Sachs Group, Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1121-119", "event_type": "bill", "composite_score": 57.13, "event_summary": "Honoring the extraordinary contributions of Irish Americans to the American War for Independence on the occasion of the 250th anniversary of the United States."}, {"event_id": "hr8274-119", "event_type": "bill", "composite_score": 54.33, "event_summary": "Improving Retirement Security for Family Caregivers Act of 2026"}, {"event_id": "hr8273-119", "event_type": "bill", "composite_score": 54.33, "event_summary": "Catching Up Family Caregivers Act of 2026"}, {"event_id": "hr7769-119", "event_type": "bill", "composite_score": 42.9, "event_summary": "MINT Act"}, {"event_id": "hr7737-119", "event_type": "bill", "composite_score": 40.36, "event_summary": "SEEDS Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": -13.6725, "factor": "trade_before_event_raw"}, {"contribution": 7.3413, "factor": "timing_raw"}, {"contribution": 5.0451, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0218, "factor": "disclosure_lag_raw"}, {"contribution": 0.0108, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "trade_before_event_raw"}]


correlation_id: rollup__quiver_2026-03-19_S000168_GLW
correlation_type: rollup
trade_id: quiver_2026-03-19_S000168_GLW
bioguide_id: S000168
member_name: Maria Elvira Salazar
party: R
chamber: House
ticker: GLW
sector: Technology
industry: Electronic Components
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-03-19
disclosure_date: 2026-04-21
trade_direction: buy
scored_at: 2026-06-17T01:08:52.664496+00:00
engine_version: 1.2.0
company_name: Corning Incorporated
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-23_Y260001944", "event_type": "contract", "composite_score": 69.94, "event_summary": "to TERADYNE, INC | $31,838"}, {"event_id": "SUB_2026-03-23_SVI-2319057-TCI-2544", "event_type": "contract", "composite_score": 69.94, "event_summary": "to TIDEWATER CONTRACTING, INC. | $195,421"}, {"event_id": "SUB_2026-04-13_2601262", "event_type": "contract", "composite_score": 54.64, "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,910"}, {"event_id": "SUB_2026-04-13_2601264", "event_type": "contract", "composite_score": 54.64, "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $44,676"}, {"event_id": "hr8205-119", "event_type": "bill", "composite_score": 39.12, "event_summary": "Accelerating Access to Critical Therapies for ALS Reauthorization Act of 2026"}]


correlation_id: rollup__quiver_2026-03-19_S000168_BA
correlation_type: rollup
trade_id: quiver_2026-03-19_S000168_BA
bioguide_id: S000168
member_name: Maria Elvira Salazar
party: R
chamber: House
ticker: BA
sector: Industrials
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-19
disclosure_date: 2026-04-21
trade_direction: buy
scored_at: 2026-06-17T01:08:52.665358+00:00
engine_version: 1.2.0
company_name: The Boeing Company
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-19_DL-60827", "event_type": "contract", "composite_score": 75.26, "event_summary": "to JOHNSON CONTROLS, INC. | $42,592"}, {"event_id": "SUB_2026-03-25_D26P000395", "event_type": "contract", "composite_score": 74.2, "event_summary": "to THE BOEING COMPANY | $135,778"}, {"event_id": "SUB_2026-03-27_D26P000437", "event_type": "contract", "composite_score": 71.95, "event_summary": "to THE BOEING COMPANY | $262,452"}, {"event_id": "SUB_2026-03-23_SVI-2319057-ABM-6558", "event_type": "contract", "composite_score": 68.88, "event_summary": "to ABM ELECTRICAL POWER SOLUTIONS LLC | $38,760"}, {"event_id": "SUB_2026-03-25_F-CEIRR-IDPCC-0842021-02 MOD 07", "event_type": "contract", "composite_score": 66.3, "event_summary": "to ICF MACRO INC | $194,980"}]


correlation_id: rollup__quiver_2026-03-20_C001123_MIAX
correlation_type: rollup
trade_id: quiver_2026-03-20_C001123_MIAX
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: MIAX
sector: Financial Services
industry: Capital Markets
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-03-20
disclosure_date: 2026-04-07
trade_direction: buy
scored_at: 2026-06-18T02:05:00.752384+00:00
engine_version: 1.2.0
company_name: Miami International Holdings, I
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8163-119", "event_type": "bill", "composite_score": 41.57, "event_summary": "Provider Reimbursement Stability Act of 2026"}, {"event_id": "SUB_2026-03-05_D26P000282", "event_type": "contract", "composite_score": 40.37, "event_summary": "to AVIATRIX INC | $77,245"}, {"event_id": "SUB_2026-02-27_40487291", "event_type": "contract", "composite_score": 37.2, "event_summary": "to AMPHENOL CORP | $30,043"}, {"event_id": "hr7977-119", "event_type": "bill", "composite_score": 35.55, "event_summary": "Energy Bills Relief Act"}, {"event_id": "hr7806-119", "event_type": "bill", "composite_score": 21.32, "event_summary": "Direct File Act of 2026"}]


correlation_id: rollup__quiver_2026-03-20_C001123_ADM
correlation_type: rollup
trade_id: quiver_2026-03-20_C001123_ADM
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: ADM
sector: Consumer Defensive
industry: Farm Products
transaction_type: sale_partial
amount_range: 50001.0
transaction_date: 2026-03-20
disclosure_date: 2026-04-07
trade_direction: sell
scored_at: 2026-06-18T02:05:00.752482+00:00
engine_version: 1.2.0
company_name: Archer-Daniels-Midland Company
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-17_GNS-USPTO-BOSS-IDE AWARD", "event_type": "contract", "composite_score": 52.72, "event_summary": "to GOVERNMENT NETWORK SOLUTIONS, INC. | $91,280"}, {"event_id": "hr7977-119", "event_type": "bill", "composite_score": 37.66, "event_summary": "Energy Bills Relief Act"}, {"event_id": "hr6976-119", "event_type": "bill", "composite_score": 16.06, "event_summary": "Duty Status Reform Act"}]

ml_shap_top3_distill:
[{"contribution": -15.159, "factor": "timing_raw"}, {"contribution": 5.8564, "factor": "jurisdiction_raw"}, {"contribution": 2.6084, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": -0.011, "factor": "timing_raw"}, {"contribution": 0.0075, "factor": "jurisdiction_raw"}, {"contribution": 0.0065, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-03-20_H001082_MDT
correlation_type: rollup
trade_id: quiver_2026-03-20_H001082_MDT
bioguide_id: H001082
member_name: Kevin Hern
party: R
chamber: House
ticker: MDT
sector: Health Care
industry: Health Care Equipment
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-03-20
disclosure_date: 2026-04-03
trade_direction: sell
scored_at: 2026-06-18T02:05:00.752678+00:00
engine_version: 1.2.0
company_name: Medtronic plc
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8034-119", "event_type": "bill", "composite_score": 73.15, "event_summary": "Protecting America’s Small Oil and Gas Producers and Rural Jobs Act"}, {"event_id": "hr8101-119", "event_type": "bill", "composite_score": 64.2, "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)"}, {"event_id": "SUB_2026-03-20_42HAL00174", "event_type": "contract", "composite_score": 54.73, "event_summary": "to ANIXTER INC | $56,901"}, {"event_id": "hres1156-119", "event_type": "bill", "composite_score": 53.41, "event_summary": "Expressing support for tax policies that support working families."}, {"event_id": "hr7905-119", "event_type": "bill", "composite_score": 46.18, "event_summary": "Diabetes Foot Health Access and Modernization Act of 2026"}]


correlation_id: rollup__quiver_2026-03-20_H001082_TROW
correlation_type: rollup
trade_id: quiver_2026-03-20_H001082_TROW
bioguide_id: H001082
member_name: Kevin Hern
party: R
chamber: House
ticker: TROW
sector: Financial Services
industry: Asset Management
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-03-20
disclosure_date: 2026-04-03
trade_direction: sell
scored_at: 2026-06-18T02:05:00.752929+00:00
engine_version: 1.2.0
company_name: T. Rowe Price Group, Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8034-119", "event_type": "bill", "composite_score": 54.73, "event_summary": "Protecting America’s Small Oil and Gas Producers and Rural Jobs Act"}, {"event_id": "SUB_2026-03-05_D26P000282", "event_type": "contract", "composite_score": 48.26, "event_summary": "to AVIATRIX INC | $77,245"}, {"event_id": "hr8101-119", "event_type": "bill", "composite_score": 45.77, "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)"}, {"event_id": "SUB_2026-02-27_40487291", "event_type": "contract", "composite_score": 45.1, "event_summary": "to AMPHENOL CORP | $30,043"}, {"event_id": "hres1156-119", "event_type": "bill", "composite_score": 34.99, "event_summary": "Expressing support for tax policies that support working families."}]


correlation_id: rollup__quiver_2026-03-20_H001082_PLD
correlation_type: rollup
trade_id: quiver_2026-03-20_H001082_PLD
bioguide_id: H001082
member_name: Kevin Hern
party: R
chamber: House
ticker: PLD
sector: Real Estate
industry: Industrial REITs
transaction_type: sale_partial
amount_range: 50001.0
transaction_date: 2026-03-20
disclosure_date: 2026-04-03
trade_direction: sell
scored_at: 2026-06-18T02:05:00.752968+00:00
engine_version: 1.2.0
company_name: Prologis, Inc.
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-02-19_PS0-1178MT CST", "event_type": "contract", "composite_score": 29.32, "event_summary": "to AGILENT TECHNOLOGIES INC | $32,165"}]

ml_shap_top3_distill:
[{"contribution": -16.1495, "factor": "timing_raw"}, {"contribution": -12.4607, "factor": "trade_before_event_raw"}, {"contribution": -5.957, "factor": "multiple_signals_raw"}]

ml_shap_top3_car:
[{"contribution": -0.033, "factor": "multiple_signals_raw"}, {"contribution": 0.0185, "factor": "jurisdiction_raw"}, {"contribution": 0.0152, "factor": "trade_before_event_raw"}]


correlation_id: rollup__quiver_2026-03-20_M001236_LGIH
correlation_type: rollup
trade_id: quiver_2026-03-20_M001236_LGIH
bioguide_id: M001236
member_name: Tim Moore
party: R
chamber: House
ticker: LGIH
sector: Consumer Cyclical
industry: Residential Construction
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-03-20
disclosure_date: 2026-03-24
trade_direction: buy
scored_at: 2026-06-18T02:05:00.753067+00:00
engine_version: 1.2.0
company_name: LGI Homes, Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr3410-119", "event_type": "bill", "composite_score": 47.02, "event_summary": "Supersonic Aviation Modernization Act"}, {"event_id": "hr7548-119", "event_type": "bill", "composite_score": 14.81, "event_summary": "SCAM Act"}, {"event_id": "hr6955-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "Main Street Act"}]


correlation_id: rollup__quiver_2026-03-20_J000309_BP
correlation_type: rollup
trade_id: quiver_2026-03-20_J000309_BP
bioguide_id: J000309
member_name: Jonathan Jackson
party: D
chamber: House
ticker: BP
sector: Energy
industry: Oil & Gas Integrated
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-20
disclosure_date: 2026-04-08
trade_direction: buy
scored_at: 2026-06-18T02:05:00.754152+00:00
engine_version: 1.2.0
company_name: BP p.l.c.
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hjres153-119", "event_type": "bill", "composite_score": 65.72, "event_summary": "To direct the removal of United States Armed Forces from hostilities within or against the Republic of Cuba that have not been authorized by Congress."}, {"event_id": "hr8074-119", "event_type": "bill", "composite_score": 64.39, "event_summary": "Kira Johnson Act"}, {"event_id": "hr8080-119", "event_type": "bill", "composite_score": 64.39, "event_summary": "Data to Save Moms Act"}, {"event_id": "hr4624-119", "event_type": "bill", "composite_score": 64.39, "event_summary": "Muhammad Ali American Boxing Revival Act of 2026"}, {"event_id": "hr8085-119", "event_type": "bill", "composite_score": 64.39, "event_summary": "Ultra-Millionaire Tax Act of 2026"}]


correlation_id: rollup__quiver_2026-03-23_M001236_CBRL
correlation_type: rollup
trade_id: quiver_2026-03-23_M001236_CBRL
bioguide_id: M001236
member_name: Tim Moore
party: R
chamber: House
ticker: CBRL
sector: Consumer Cyclical
industry: Restaurants
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-03-23
disclosure_date: 2026-03-24
trade_direction: buy
scored_at: 2026-06-21T02:07:54.086357+00:00
engine_version: 1.2.0
company_name: Cracker Barrel Old Country Stor
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr3410-119", "event_type": "bill", "composite_score": 51.32, "event_summary": "Supersonic Aviation Modernization Act"}, {"event_id": "hr7548-119", "event_type": "bill", "composite_score": 14.4, "event_summary": "SCAM Act"}, {"event_id": "hr6955-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "Main Street Act"}]

ml_shap_top3_distill:
[{"contribution": -14.8843, "factor": "jurisdiction_raw"}, {"contribution": 8.2129, "factor": "timing_raw"}, {"contribution": 1.656, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0115, "factor": "jurisdiction_raw"}, {"contribution": -0.0109, "factor": "timing_raw"}, {"contribution": 0.005, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-03-23_M001217_ORCL
correlation_type: rollup
trade_id: quiver_2026-03-23_M001217_ORCL
bioguide_id: M001217
member_name: Jared Moskowitz
party: D
chamber: House
ticker: ORCL
sector: Information Technology
industry: Application Software
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-03-23
disclosure_date: 2026-04-30
trade_direction: sell
scored_at: 2026-06-21T02:07:54.086995+00:00
engine_version: 1.2.0
company_name: Oracle Corporation
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-23_Y260001944", "event_type": "contract", "composite_score": 62.1, "event_summary": "to TERADYNE, INC | $31,838"}, {"event_id": "SUB_2026-03-23_SVI-2319057-TCI-2544", "event_type": "contract", "composite_score": 62.1, "event_summary": "to TIDEWATER CONTRACTING, INC. | $195,421"}, {"event_id": "hr8368-119", "event_type": "bill", "composite_score": 57.98, "event_summary": "To appropriate funds for the Federal Emergency Management Agency's Disaster Relief Fund, and for other purposes."}, {"event_id": "hr8419-119", "event_type": "bill", "composite_score": 57.73, "event_summary": "To designate the facility of the United States Postal Service located at 3255 Northwest 94th Avenue in Coral Springs, Florida, as the \"Nancy Metayer Post Office Building\"."}, {"event_id": "hr7973-119", "event_type": "bill", "composite_score": 57.04, "event_summary": "Momnibus Act"}]

ml_shap_top3_distill:
[{"contribution": -14.2391, "factor": "jurisdiction_raw"}, {"contribution": 9.4866, "factor": "timing_raw"}, {"contribution": 7.2892, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0421, "factor": "disclosure_lag_raw"}, {"contribution": -0.0222, "factor": "jurisdiction_raw"}, {"contribution": 0.0133, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-03-23_M001217_TSCO
correlation_type: rollup
trade_id: quiver_2026-03-23_M001217_TSCO
bioguide_id: M001217
member_name: Jared Moskowitz
party: D
chamber: House
ticker: TSCO
sector: Consumer Cyclical
industry: Specialty Retail
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-03-23
disclosure_date: 2026-04-30
trade_direction: sell
scored_at: 2026-06-21T02:07:54.087225+00:00
engine_version: 1.2.0
company_name: Tractor Supply Company
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hconres81-119", "event_type": "bill", "composite_score": 58.21, "event_summary": "Recognizing the significance of equal pay and the disparity between wages paid to men and women."}, {"event_id": "hr7973-119", "event_type": "bill", "composite_score": 39.67, "event_summary": "Momnibus Act"}, {"event_id": "hr7955-119", "event_type": "bill", "composite_score": 38.43, "event_summary": "BETS OFF Act"}, {"event_id": "hr7853-119", "event_type": "bill", "composite_score": 28.62, "event_summary": "PrEP Access and Coverage Act of 2026"}, {"event_id": "hr7591-119", "event_type": "bill", "composite_score": 23.55, "event_summary": "Secure Firearm Storage and Suicide Prevention Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": -13.9881, "factor": "jurisdiction_raw"}, {"contribution": 6.9631, "factor": "disclosure_lag_raw"}, {"contribution": 6.1654, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0692, "factor": "disclosure_lag_raw"}, {"contribution": -0.0222, "factor": "jurisdiction_raw"}, {"contribution": -0.0145, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-03-23_M001217_ACN
correlation_type: rollup
trade_id: quiver_2026-03-23_M001217_ACN
bioguide_id: M001217
member_name: Jared Moskowitz
party: D
chamber: House
ticker: ACN
sector: Information Technology
industry: IT Consulting & Other Services
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-03-23
disclosure_date: 2026-04-30
trade_direction: sell
scored_at: 2026-06-21T02:07:54.087856+00:00
engine_version: 1.2.0
company_name: Accenture plc
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-23_Y260001944", "event_type": "contract", "composite_score": 62.1, "event_summary": "to TERADYNE, INC | $31,838"}, {"event_id": "SUB_2026-03-23_SVI-2319057-TCI-2544", "event_type": "contract", "composite_score": 62.1, "event_summary": "to TIDEWATER CONTRACTING, INC. | $195,421"}, {"event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_type": "contract", "composite_score": 58.61, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482"}, {"event_id": "hr8368-119", "event_type": "bill", "composite_score": 57.98, "event_summary": "To appropriate funds for the Federal Emergency Management Agency's Disaster Relief Fund, and for other purposes."}, {"event_id": "hr8419-119", "event_type": "bill", "composite_score": 57.73, "event_summary": "To designate the facility of the United States Postal Service located at 3255 Northwest 94th Avenue in Coral Springs, Florida, as the \"Nancy Metayer Post Office Building\"."}]

ml_shap_top3_distill:
[{"contribution": -14.2391, "factor": "jurisdiction_raw"}, {"contribution": 9.4866, "factor": "timing_raw"}, {"contribution": 7.2892, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0421, "factor": "disclosure_lag_raw"}, {"contribution": -0.0222, "factor": "jurisdiction_raw"}, {"contribution": 0.0133, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-03-23_M001217_PH
correlation_type: rollup
trade_id: quiver_2026-03-23_M001217_PH
bioguide_id: M001217
member_name: Jared Moskowitz
party: D
chamber: House
ticker: PH
sector: Industrials
industry: Specialty Industrial Machinery
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-23
disclosure_date: 2026-04-30
trade_direction: buy
scored_at: 2026-06-21T02:07:54.089465+00:00
engine_version: 1.2.0
company_name: Parker-Hannifin Corporation
severity_tier: high
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-23_SVI-2319057-ABM-6558", "event_type": "contract", "composite_score": 80.52, "event_summary": "to ABM ELECTRICAL POWER SOLUTIONS LLC | $38,760"}, {"event_id": "SUB_2026-03-25_F-CEIRR-IDPCC-0842021-02 MOD 07", "event_type": "contract", "composite_score": 77.12, "event_summary": "to ICF MACRO INC | $194,980"}, {"event_id": "SUB_2026-03-25_SVI-2319010-CAT-F112", "event_type": "contract", "composite_score": 77.12, "event_summary": "to CATERPILLAR INC | $369,222"}, {"event_id": "SUB_2026-03-25_D26P000395", "event_type": "contract", "composite_score": 77.12, "event_summary": "to THE BOEING COMPANY | $135,778"}, {"event_id": "SUB_2026-03-27_D26P000437", "event_type": "contract", "composite_score": 74.15, "event_summary": "to THE BOEING COMPANY | $262,452"}]

ml_shap_top3_distill:
[{"contribution": 7.7466, "factor": "timing_raw"}, {"contribution": 6.424, "factor": "disclosure_lag_raw"}, {"contribution": 4.7971, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0295, "factor": "disclosure_lag_raw"}, {"contribution": 0.0136, "factor": "jurisdiction_raw"}, {"contribution": 0.0133, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-03-23_M001217_GD
correlation_type: rollup
trade_id: quiver_2026-03-23_M001217_GD
bioguide_id: M001217
member_name: Jared Moskowitz
party: D
chamber: House
ticker: GD
sector: Aerospace & Defense
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-23
disclosure_date: 2026-04-30
trade_direction: buy
scored_at: 2026-06-21T02:07:54.089904+00:00
engine_version: 1.2.0
company_name: General Dynamics Corporation
severity_tier: high
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-25_D26P000395", "event_type": "contract", "composite_score": 85.01, "event_summary": "to THE BOEING COMPANY | $135,778"}, {"event_id": "SUB_2026-03-27_D26P000437", "event_type": "contract", "composite_score": 82.04, "event_summary": "to THE BOEING COMPANY | $262,452"}, {"event_id": "SUB_2026-04-22_D26P000591", "event_type": "contract", "composite_score": 65.39, "event_summary": "to HOWMET AEROSPACE INC. | $70,951"}, {"event_id": "SUB_2026-03-18_L-20260770773", "event_type": "contract", "composite_score": 64.94, "event_summary": "to THE BOEING COMPANY | $128,134"}, {"event_id": "hr8321-119", "event_type": "bill", "composite_score": 59.19, "event_summary": "Artemis Accords Authorization Act"}]

ml_shap_top3_distill:
[{"contribution": 11.1961, "factor": "jurisdiction_raw"}, {"contribution": 7.5816, "factor": "timing_raw"}, {"contribution": 5.7793, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0667, "factor": "jurisdiction_raw"}, {"contribution": -0.0405, "factor": "disclosure_lag_raw"}, {"contribution": -0.0308, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-03-23_M001217_GE
correlation_type: rollup
trade_id: quiver_2026-03-23_M001217_GE
bioguide_id: M001217
member_name: Jared Moskowitz
party: D
chamber: House
ticker: GE
sector: Industrials
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-23
disclosure_date: 2026-04-30
trade_direction: buy
scored_at: 2026-06-21T02:07:54.090873+00:00
engine_version: 1.2.0
company_name: GE Aerospace
severity_tier: high
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-25_D26P000395", "event_type": "contract", "composite_score": 85.01, "event_summary": "to THE BOEING COMPANY | $135,778"}, {"event_id": "SUB_2026-03-27_D26P000437", "event_type": "contract", "composite_score": 82.04, "event_summary": "to THE BOEING COMPANY | $262,452"}, {"event_id": "SUB_2026-03-23_SVI-2319057-ABM-6558", "event_type": "contract", "composite_score": 80.52, "event_summary": "to ABM ELECTRICAL POWER SOLUTIONS LLC | $38,760"}, {"event_id": "SUB_2026-03-25_F-CEIRR-IDPCC-0842021-02 MOD 07", "event_type": "contract", "composite_score": 77.12, "event_summary": "to ICF MACRO INC | $194,980"}, {"event_id": "SUB_2026-03-25_SVI-2319010-CAT-F112", "event_type": "contract", "composite_score": 77.12, "event_summary": "to CATERPILLAR INC | $369,222"}]

ml_shap_top3_distill:
[{"contribution": 11.1961, "factor": "jurisdiction_raw"}, {"contribution": 7.5816, "factor": "timing_raw"}, {"contribution": 5.7793, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0667, "factor": "jurisdiction_raw"}, {"contribution": -0.0405, "factor": "disclosure_lag_raw"}, {"contribution": -0.0308, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-03-24_E000296_MU
correlation_type: rollup
trade_id: quiver_2026-03-24_E000296_MU
bioguide_id: E000296
member_name: Dwight Evans
party: D
chamber: House
ticker: MU
sector: Technology
industry: Semiconductors
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-03-24
disclosure_date: 2026-04-20
trade_direction: sell
scored_at: 2026-06-22T01:03:18.663788+00:00
engine_version: 1.2.0
company_name: Micron Technology, Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-23_Y260001944", "event_type": "contract", "composite_score": 55.62, "event_summary": "to TERADYNE, INC | $31,838"}, {"event_id": "SUB_2026-03-23_SVI-2319057-TCI-2544", "event_type": "contract", "composite_score": 55.62, "event_summary": "to TIDEWATER CONTRACTING, INC. | $195,421"}, {"event_id": "hr8050-119", "event_type": "bill", "composite_score": 54.73, "event_summary": "Preventing Future Vintage Plastic Pipeline Tragedies Act"}, {"event_id": "SUB_2026-04-13_2601262", "event_type": "contract", "composite_score": 53.41, "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,910"}, {"event_id": "SUB_2026-04-13_2601264", "event_type": "contract", "composite_score": 53.41, "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $44,676"}]

ml_shap_top3_distill:
[{"contribution": -13.3282, "factor": "trade_before_event_raw"}, {"contribution": 6.8937, "factor": "timing_raw"}, {"contribution": 5.0042, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0108, "factor": "jurisdiction_raw"}, {"contribution": 0.0083, "factor": "amount_raw"}, {"contribution": -0.0052, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-03-24_M001236_NVDA
correlation_type: rollup
trade_id: quiver_2026-03-24_M001236_NVDA
bioguide_id: M001236
member_name: Tim Moore
party: R
chamber: House
ticker: NVDA
sector: Information Technology
industry: Semiconductors
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-03-24
disclosure_date: 2026-04-28
trade_direction: sell
scored_at: 2026-06-22T01:03:18.989288+00:00
engine_version: 1.2.0
company_name: NVIDIA Corporation
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr3410-119", "event_type": "bill", "composite_score": 76.65, "event_summary": "Supersonic Aviation Modernization Act"}, {"event_id": "hr8187-119", "event_type": "bill", "composite_score": 66.2, "event_summary": "To amend title 51, United States Code, to direct the Administrator of the National Aeronautics and Space Administration to seek to establish the initial elements of a lunar outpost, and for other purp"}, {"event_id": "hr8182-119", "event_type": "bill", "composite_score": 66.2, "event_summary": "Banning Perpetrators of Religious Persecution Act of 2026"}, {"event_id": "hr8205-119", "event_type": "bill", "composite_score": 62.78, "event_summary": "Accelerating Access to Critical Therapies for ALS Reauthorization Act of 2026"}, {"event_id": "hres1199-119", "event_type": "bill", "composite_score": 56.15, "event_summary": "Recognizing linemen, the profession of linemen, the contributions of these brave men and women who protect public safety, and expressing support for the designation of April 18, 2026, as \"National Lin"}]

ml_shap_top3_distill:
[{"contribution": 6.828, "factor": "timing_raw"}, {"contribution": 4.8946, "factor": "disclosure_lag_raw"}, {"contribution": 4.6955, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0142, "factor": "jurisdiction_raw"}, {"contribution": 0.0076, "factor": "timing_raw"}, {"contribution": 0.0037, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-03-24_S000168_HON
correlation_type: rollup
trade_id: quiver_2026-03-24_S000168_HON
bioguide_id: S000168
member_name: Maria Elvira Salazar
party: R
chamber: House
ticker: HON
sector: Industrials
industry: Industrial Conglomerates
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-03-24
disclosure_date: 2026-04-21
trade_direction: buy
scored_at: 2026-06-22T01:03:17.296860+00:00
engine_version: 1.2.0
company_name: Honeywell International Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-25_F-CEIRR-IDPCC-0842021-02 MOD 07", "event_type": "contract", "composite_score": 71.39, "event_summary": "to ICF MACRO INC | $194,980"}, {"event_id": "SUB_2026-03-25_SVI-2319010-CAT-F112", "event_type": "contract", "composite_score": 71.39, "event_summary": "to CATERPILLAR INC | $369,222"}, {"event_id": "SUB_2026-03-25_D26P000395", "event_type": "contract", "composite_score": 71.39, "event_summary": "to THE BOEING COMPANY | $135,778"}, {"event_id": "SUB_2026-03-27_D26P000437", "event_type": "contract", "composite_score": 68.21, "event_summary": "to THE BOEING COMPANY | $262,452"}, {"event_id": "SUB_2026-04-06_MASI0-MAT0037958", "event_type": "contract", "composite_score": 57.52, "event_summary": "to FLIGHT SOURCE INC | $60,028"}]


correlation_id: rollup__quiver_2026-03-24_S000168_GE
correlation_type: rollup
trade_id: quiver_2026-03-24_S000168_GE
bioguide_id: S000168
member_name: Maria Elvira Salazar
party: R
chamber: House
ticker: GE
sector: Industrials
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-24
disclosure_date: 2026-04-21
trade_direction: buy
scored_at: 2026-06-22T01:03:17.814161+00:00
engine_version: 1.2.0
company_name: GE Aerospace
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-25_D26P000395", "event_type": "contract", "composite_score": 78.23, "event_summary": "to THE BOEING COMPANY | $135,778"}, {"event_id": "SUB_2026-03-27_D26P000437", "event_type": "contract", "composite_score": 75.05, "event_summary": "to THE BOEING COMPANY | $262,452"}, {"event_id": "SUB_2026-03-25_F-CEIRR-IDPCC-0842021-02 MOD 07", "event_type": "contract", "composite_score": 70.33, "event_summary": "to ICF MACRO INC | $194,980"}, {"event_id": "SUB_2026-03-25_SVI-2319010-CAT-F112", "event_type": "contract", "composite_score": 70.33, "event_summary": "to CATERPILLAR INC | $369,222"}, {"event_id": "SUB_2026-04-22_D26P000591", "event_type": "contract", "composite_score": 57.2, "event_summary": "to HOWMET AEROSPACE INC. | $70,951"}]

ml_shap_top3_distill:
[{"contribution": 12.4094, "factor": "jurisdiction_raw"}, {"contribution": 7.1232, "factor": "timing_raw"}, {"contribution": 1.4209, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0687, "factor": "jurisdiction_raw"}, {"contribution": -0.0233, "factor": "timing_raw"}, {"contribution": 0.0032, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-03-24_S000168_AMGN
correlation_type: rollup
trade_id: quiver_2026-03-24_S000168_AMGN
bioguide_id: S000168
member_name: Maria Elvira Salazar
party: R
chamber: House
ticker: AMGN
sector: Health Care
industry: Biotechnology
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-03-24
disclosure_date: 2026-04-21
trade_direction: buy
scored_at: 2026-06-22T01:03:18.267160+00:00
engine_version: 1.2.0
company_name: Amgen Inc.
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-20_42HAL00174", "event_type": "contract", "composite_score": 58.9, "event_summary": "to ANIXTER INC | $56,901"}, {"event_id": "hr8205-119", "event_type": "bill", "composite_score": 57.52, "event_summary": "Accelerating Access to Critical Therapies for ALS Reauthorization Act of 2026"}, {"event_id": "hr8274-119", "event_type": "bill", "composite_score": 52.97, "event_summary": "Improving Retirement Security for Family Caregivers Act of 2026"}, {"event_id": "hr8273-119", "event_type": "bill", "composite_score": 52.97, "event_summary": "Catching Up Family Caregivers Act of 2026"}, {"event_id": "hres1196-119", "event_type": "bill", "composite_score": 50.88, "event_summary": "Recognizing April as Cancer Prevention and Early Detection Month."}]

ml_shap_top3_distill:
[{"contribution": -13.7082, "factor": "trade_before_event_raw"}, {"contribution": 11.265, "factor": "jurisdiction_raw"}, {"contribution": 3.417, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0606, "factor": "jurisdiction_raw"}, {"contribution": -0.0093, "factor": "amount_raw"}, {"contribution": 0.0042, "factor": "trade_before_event_raw"}]


correlation_id: rollup__quiver_2026-03-25_S001185_TPR
correlation_type: rollup
trade_id: quiver_2026-03-25_S001185_TPR
bioguide_id: S001185
member_name: Terri A. Sewell
party: D
chamber: House
ticker: TPR
sector: Consumer Cyclical
industry: Luxury Goods
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-03-25
disclosure_date: 2026-04-21
trade_direction: sell
scored_at: 2026-06-23T01:21:47.174031+00:00
engine_version: 1.2.0
company_name: Tapestry, Inc.
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8055-119", "event_type": "bill", "composite_score": 37.19, "event_summary": "Extending WIC for New Moms Act"}, {"event_id": "hr8360-119", "event_type": "bill", "composite_score": 34.13, "event_summary": "Commission on Advancing Restorative Justice in Elementary and Secondary Education Act of 2026"}, {"event_id": "hr8402-119", "event_type": "bill", "composite_score": 32.46, "event_summary": "Civics Learning Act of 2026"}, {"event_id": "hr7973-119", "event_type": "bill", "composite_score": 28.84, "event_summary": "Momnibus Act"}, {"event_id": "hr7977-119", "event_type": "bill", "composite_score": 28.84, "event_summary": "Energy Bills Relief Act"}]

ml_shap_top3_distill:
[{"contribution": -14.5563, "factor": "jurisdiction_raw"}, {"contribution": -12.6159, "factor": "trade_before_event_raw"}, {"contribution": 8.0126, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0118, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}, {"contribution": 0.0038, "factor": "trade_before_event_raw"}]


correlation_id: rollup__quiver_2026-03-25_C001123_TDG
correlation_type: rollup
trade_id: quiver_2026-03-25_C001123_TDG
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: TDG
sector: Industrials
industry: Aerospace & Defense
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-03-25
disclosure_date: 2026-04-07
trade_direction: sell
scored_at: 2026-06-23T01:21:47.175518+00:00
engine_version: 1.2.0
company_name: TransDigm Group Incorporated
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-25_D26P000395", "event_type": "contract", "composite_score": 79.99, "event_summary": "to THE BOEING COMPANY | $135,778"}, {"event_id": "SUB_2026-03-27_D26P000437", "event_type": "contract", "composite_score": 76.59, "event_summary": "to THE BOEING COMPANY | $262,452"}, {"event_id": "SUB_2026-03-25_F-CEIRR-IDPCC-0842021-02 MOD 07", "event_type": "contract", "composite_score": 72.1, "event_summary": "to ICF MACRO INC | $194,980"}, {"event_id": "SUB_2026-03-25_SVI-2319010-CAT-F112", "event_type": "contract", "composite_score": 72.1, "event_summary": "to CATERPILLAR INC | $369,222"}, {"event_id": "hr8175-119", "event_type": "bill", "composite_score": 60.89, "event_summary": "To amend title 10, United States Code, and the National Defense Authorization Act for Fiscal Year 1994, to codify and clarify gender neutral standards for members of certain Armed Forces, and for othe"}]

ml_shap_top3_distill:
[{"contribution": 12.5032, "factor": "jurisdiction_raw"}, {"contribution": 7.7901, "factor": "timing_raw"}, {"contribution": 1.4209, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0685, "factor": "jurisdiction_raw"}, {"contribution": -0.0128, "factor": "timing_raw"}, {"contribution": 0.002, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-03-25_C001123_AVGO
correlation_type: rollup
trade_id: quiver_2026-03-25_C001123_AVGO
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: AVGO
sector: Information Technology
industry: Semiconductors
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-03-25
disclosure_date: 2026-04-07
trade_direction: sell
scored_at: 2026-06-23T01:21:46.941486+00:00
engine_version: 1.2.0
company_name: Broadcom Inc.
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8163-119", "event_type": "bill", "composite_score": 64.39, "event_summary": "Provider Reimbursement Stability Act of 2026"}, {"event_id": "hr8175-119", "event_type": "bill", "composite_score": 60.89, "event_summary": "To amend title 10, United States Code, and the National Defense Authorization Act for Fiscal Year 1994, to codify and clarify gender neutral standards for members of certain Armed Forces, and for othe"}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 51.92, "event_summary": "ALERT Act"}, {"event_id": "hr8031-119", "event_type": "bill", "composite_score": 48.62, "event_summary": "To repeal the Executive order entitled \"Ensuring a National Policy Framework for Artificial Intelligence\"."}, {"event_id": "hr7973-119", "event_type": "bill", "composite_score": 46.21, "event_summary": "Momnibus Act"}]


correlation_id: rollup__quiver_2026-03-25_G000583_MSFT
correlation_type: rollup
trade_id: quiver_2026-03-25_G000583_MSFT
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: MSFT
sector: Information Technology
industry: Systems Software
transaction_type: purchase
amount_range: 50001.0
transaction_date: 2026-03-25
disclosure_date: 2026-04-08
trade_direction: buy
scored_at: 2026-06-23T01:21:47.170531+00:00
engine_version: 1.2.0
company_name: Microsoft Corporation
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8074-119", "event_type": "bill", "composite_score": 75.26, "event_summary": "Kira Johnson Act"}, {"event_id": "hr8138-119", "event_type": "bill", "composite_score": 71.85, "event_summary": "DPA Specialized Staffing Act"}, {"event_id": "hr8153-119", "event_type": "bill", "composite_score": 71.85, "event_summary": "Maternal Vaccination Act"}, {"event_id": "hr8163-119", "event_type": "bill", "composite_score": 67.55, "event_summary": "Provider Reimbursement Stability Act of 2026"}, {"event_id": "hr8205-119", "event_type": "bill", "composite_score": 60.39, "event_summary": "Accelerating Access to Critical Therapies for ALS Reauthorization Act of 2026"}]

ml_shap_top3_car:
[{"contribution": 0.0151, "factor": "timing_raw"}, {"contribution": 0.0115, "factor": "jurisdiction_raw"}, {"contribution": 0.0053, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-03-25_S000168_URI
correlation_type: rollup
trade_id: quiver_2026-03-25_S000168_URI
bioguide_id: S000168
member_name: Maria Elvira Salazar
party: R
chamber: House
ticker: URI
sector: Industrials
industry: Rental & Leasing Services
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-25
disclosure_date: 2026-04-21
trade_direction: buy
scored_at: 2026-06-23T01:21:47.172033+00:00
engine_version: 1.2.0
company_name: United Rentals, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-25_F-CEIRR-IDPCC-0842021-02 MOD 07", "event_type": "contract", "composite_score": 72.1, "event_summary": "to ICF MACRO INC | $194,980"}, {"event_id": "SUB_2026-03-25_SVI-2319010-CAT-F112", "event_type": "contract", "composite_score": 72.1, "event_summary": "to CATERPILLAR INC | $369,222"}, {"event_id": "SUB_2026-03-25_D26P000395", "event_type": "contract", "composite_score": 72.1, "event_summary": "to THE BOEING COMPANY | $135,778"}, {"event_id": "SUB_2026-03-27_D26P000437", "event_type": "contract", "composite_score": 68.69, "event_summary": "to THE BOEING COMPANY | $262,452"}, {"event_id": "SUB_2026-04-06_MASI0-MAT0037958", "event_type": "contract", "composite_score": 57.23, "event_summary": "to FLIGHT SOURCE INC | $60,028"}]


correlation_id: rollup__quiver_2026-03-26_K000398_JNJ
correlation_type: rollup
trade_id: quiver_2026-03-26_K000398_JNJ
bioguide_id: K000398
member_name: Thomas H. Kean Jr
party: R
chamber: House
ticker: JNJ
sector: Health Care
industry: Pharmaceuticals
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-03-26
disclosure_date: 2026-04-13
trade_direction: sell
scored_at: 2026-06-24T02:01:20.875520+00:00
engine_version: 1.2.0
company_name: Johnson & Johnson
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1133-119", "event_type": "bill", "composite_score": 52.92, "event_summary": "Designating November 7 of each year as ''Shwachman Diamond Syndrome Awareness Day''."}, {"event_id": "hres1199-119", "event_type": "bill", "composite_score": 50.43, "event_summary": "Recognizing linemen, the profession of linemen, the contributions of these brave men and women who protect public safety, and expressing support for the designation of April 18, 2026, as \"National Lin"}, {"event_id": "hr8413-119", "event_type": "bill", "composite_score": 50.12, "event_summary": "SECURE Data Act"}, {"event_id": "hr7768-119", "event_type": "bill", "composite_score": 35.35, "event_summary": "Tax Relief for Renters Act of 2026"}, {"event_id": "hr7648-119", "event_type": "bill", "composite_score": 33.08, "event_summary": "Local Taxpayer Protection Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": -13.5771, "factor": "trade_before_event_raw"}, {"contribution": 6.4547, "factor": "timing_raw"}, {"contribution": 4.8863, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": -0.0091, "factor": "timing_raw"}, {"contribution": 0.0042, "factor": "trade_before_event_raw"}]


correlation_id: rollup__quiver_2026-03-26_K000398_CB
correlation_type: rollup
trade_id: quiver_2026-03-26_K000398_CB
bioguide_id: K000398
member_name: Thomas H. Kean Jr
party: R
chamber: House
ticker: CB
sector: Financial Services
industry: Insurance - Property & Casualty
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-03-26
disclosure_date: 2026-04-13
trade_direction: sell
scored_at: 2026-06-24T02:01:20.875802+00:00
engine_version: 1.2.0
company_name: Chubb Limited
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-21_MASI0-MAT0038066", "event_type": "contract", "composite_score": 51.17, "event_summary": "to CHARIOT DEFENSE, INC. | $80,000"}, {"event_id": "SUB_2026-03-05_D26P000282", "event_type": "contract", "composite_score": 37.2, "event_summary": "to AVIATRIX INC | $77,245"}, {"event_id": "SUB_2026-02-27_40487291", "event_type": "contract", "composite_score": 35.11, "event_summary": "to AMPHENOL CORP | $30,043"}, {"event_id": "hr1431-119", "event_type": "bill", "composite_score": 34.99, "event_summary": "To designate the facility of the United States Postal Service located at 2407 State Route 71, Suite 1, in Spring Lake, New Jersey, as the \"James J. Howard Post Office\"."}, {"event_id": "hr8326-119", "event_type": "bill", "composite_score": 34.55, "event_summary": "To designate the facility of the United States Postal Service located at 16 Rev Dr Martin Luther King Jr Drive in Willingboro, New Jersey, as the \"James A. Cotten Post Office\"."}]

ml_shap_top3_distill:
[{"contribution": -12.3182, "factor": "timing_raw"}, {"contribution": 5.8873, "factor": "jurisdiction_raw"}, {"contribution": 1.8484, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0082, "factor": "amount_raw"}, {"contribution": 0.0077, "factor": "disclosure_lag_raw"}, {"contribution": 0.0061, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-03-26_K000398_PEP
correlation_type: rollup
trade_id: quiver_2026-03-26_K000398_PEP
bioguide_id: K000398
member_name: Thomas H. Kean Jr
party: R
chamber: House
ticker: PEP
sector: Consumer Staples
industry: Soft Drinks & Non-alcoholic Beverages
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-03-26
disclosure_date: 2026-04-13
trade_direction: sell
scored_at: 2026-06-24T02:01:20.876153+00:00
engine_version: 1.2.0
company_name: PepsiCo, Inc.
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr5419-119", "event_type": "bill", "composite_score": 32.58, "event_summary": "Enhancing Administrative Reviews for Broadband Deployment Act"}, {"event_id": "SUB_2026-04-17_GNS-USPTO-BOSS-IDE AWARD", "event_type": "contract", "composite_score": 29.92, "event_summary": "to GOVERNMENT NETWORK SOLUTIONS, INC. | $91,280"}]

ml_shap_top3_distill:
[{"contribution": -12.7913, "factor": "trade_before_event_raw"}, {"contribution": -12.2018, "factor": "timing_raw"}, {"contribution": 5.3267, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0276, "factor": "multiple_signals_raw"}, {"contribution": 0.0138, "factor": "trade_before_event_raw"}, {"contribution": 0.0125, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-03-26_M001236_LGIH
correlation_type: rollup
trade_id: quiver_2026-03-26_M001236_LGIH
bioguide_id: M001236
member_name: Tim Moore
party: R
chamber: House
ticker: LGIH
sector: Consumer Cyclical
industry: Residential Construction
transaction_type: sale_partial
amount_range: 100001.0
transaction_date: 2026-03-26
disclosure_date: 2026-04-28
trade_direction: sell
scored_at: 2026-06-24T02:01:20.876249+00:00
engine_version: 1.2.0
company_name: LGI Homes, Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr3410-119", "event_type": "bill", "composite_score": 44.56, "event_summary": "Supersonic Aviation Modernization Act"}, {"event_id": "hr7548-119", "event_type": "bill", "composite_score": 21.44, "event_summary": "SCAM Act"}, {"event_id": "hr6955-119", "event_type": "bill", "composite_score": 21.32, "event_summary": "Main Street Act"}]

ml_shap_top3_distill:
[{"contribution": -14.7231, "factor": "jurisdiction_raw"}, {"contribution": -12.3056, "factor": "trade_before_event_raw"}, {"contribution": 7.967, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0375, "factor": "amount_raw"}, {"contribution": -0.0135, "factor": "jurisdiction_raw"}, {"contribution": -0.0109, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-03-27_C001123_FN
correlation_type: rollup
trade_id: quiver_2026-03-27_C001123_FN
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: FN
sector: Technology
industry: Electronic Components
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-03-27
disclosure_date: 2026-04-07
trade_direction: buy
scored_at: 2026-06-25T02:25:22.909068+00:00
engine_version: 1.2.0
company_name: Fabrinet
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-13_2601262", "event_type": "contract", "composite_score": 54.93, "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,910"}, {"event_id": "SUB_2026-04-13_2601264", "event_type": "contract", "composite_score": 54.93, "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $44,676"}, {"event_id": "SUB_2026-03-23_Y260001944", "event_type": "contract", "composite_score": 51.01, "event_summary": "to TERADYNE, INC | $31,838"}, {"event_id": "SUB_2026-03-23_SVI-2319057-TCI-2544", "event_type": "contract", "composite_score": 51.01, "event_summary": "to TIDEWATER CONTRACTING, INC. | $195,421"}, {"event_id": "SUB_2026-04-24_5500364295", "event_type": "contract", "composite_score": 50.61, "event_summary": "to LEGGETT & PLATT AEROSPACE MIDDLETOWN, LLC | $443,259"}]

ml_shap_top3_distill:
[{"contribution": -8.9166, "factor": "timing_raw"}, {"contribution": 5.4433, "factor": "jurisdiction_raw"}, {"contribution": 1.9116, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0175, "factor": "timing_raw"}, {"contribution": 0.016, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-03-27_C001123_AEIS
correlation_type: rollup
trade_id: quiver_2026-03-27_C001123_AEIS
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: AEIS
sector: Industrials
industry: Electrical Equipment & Parts
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-03-27
disclosure_date: 2026-04-07
trade_direction: sell
scored_at: 2026-06-25T02:25:22.910090+00:00
engine_version: 1.2.0
company_name: Advanced Energy Industries, Inc
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-27_D26P000437", "event_type": "contract", "composite_score": 72.1, "event_summary": "to THE BOEING COMPANY | $262,452"}, {"event_id": "hr8175-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "To amend title 10, United States Code, and the National Defense Authorization Act for Fiscal Year 1994, to codify and clarify gender neutral standards for members of certain Armed Forces, and for othe"}, {"event_id": "SUB_2026-04-06_MASI0-MAT0037958", "event_type": "contract", "composite_score": 58.94, "event_summary": "to FLIGHT SOURCE INC | $60,028"}, {"event_id": "SUB_2026-04-13_24-0422-031", "event_type": "contract", "composite_score": 53.88, "event_summary": "to ALLEN & GRAHAM, INC | $24,865"}, {"event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_type": "contract", "composite_score": 53.34, "event_summary": "to OSHKOSH DEFENSE LLC | $79,740"}]


correlation_id: rollup__quiver_2026-03-27_F000479_T
correlation_type: rollup
trade_id: quiver_2026-03-27_F000479_T
bioguide_id: F000479
member_name: John Fetterman
party: D
chamber: Senate
ticker: T
sector: Communication Services
industry: Integrated Telecommunication Services
transaction_type: sale_full
amount_range: 1001.0
transaction_date: 2026-03-27
disclosure_date: 2026-04-03
trade_direction: sell
scored_at: 2026-06-25T02:25:22.910232+00:00
engine_version: 1.2.0
company_name: AT&T Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "sconres32-119", "event_type": "bill", "composite_score": 54.56, "event_summary": "A concurrent resolution supporting the goals and ideals of International Transgender Day of Visibility."}, {"event_id": "s4250-119", "event_type": "bill", "composite_score": 54.56, "event_summary": "Sport Fish Restoration, Recreational Boating Safety, and Wildlife Restoration Act of 2026"}, {"event_id": "s4147-119", "event_type": "bill", "composite_score": 45.12, "event_summary": "Fair Prices for Local Businesses Act"}, {"event_id": "s3903-119", "event_type": "bill", "composite_score": 33.08, "event_summary": "Railway Safety Act of 2026"}, {"event_id": "s3597-119", "event_type": "bill", "composite_score": 31.32, "event_summary": "National Quantum Initiative Reauthorization Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": -13.363, "factor": "trade_before_event_raw"}, {"contribution": 6.7774, "factor": "timing_raw"}, {"contribution": 4.8902, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": -0.006, "factor": "timing_raw"}, {"contribution": 0.0042, "factor": "trade_before_event_raw"}]


correlation_id: rollup__quiver_2026-03-27_F000479_MSFT
correlation_type: rollup
trade_id: quiver_2026-03-27_F000479_MSFT
bioguide_id: F000479
member_name: John Fetterman
party: D
chamber: Senate
ticker: MSFT
sector: Information Technology
industry: Systems Software
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-27
disclosure_date: 2026-04-03
trade_direction: buy
scored_at: 2026-06-25T02:25:22.910626+00:00
engine_version: 1.2.0
company_name: Microsoft Corporation
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "sconres32-119", "event_type": "bill", "composite_score": 54.56, "event_summary": "A concurrent resolution supporting the goals and ideals of International Transgender Day of Visibility."}, {"event_id": "s4250-119", "event_type": "bill", "composite_score": 54.56, "event_summary": "Sport Fish Restoration, Recreational Boating Safety, and Wildlife Restoration Act of 2026"}, {"event_id": "s4290-119", "event_type": "bill", "composite_score": 53.34, "event_summary": "Retirement Annuity Supplement Clarity Act"}, {"event_id": "s4147-119", "event_type": "bill", "composite_score": 45.12, "event_summary": "Fair Prices for Local Businesses Act"}, {"event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_type": "contract", "composite_score": 39.31, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482"}]

ml_shap_top3_distill:
[{"contribution": -13.363, "factor": "trade_before_event_raw"}, {"contribution": 6.7774, "factor": "timing_raw"}, {"contribution": 4.8902, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": -0.006, "factor": "timing_raw"}, {"contribution": 0.0042, "factor": "trade_before_event_raw"}]


correlation_id: rollup__quiver_2026-03-27_C001123_SARO
correlation_type: rollup
trade_id: quiver_2026-03-27_C001123_SARO
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: SARO
sector: Industrials
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-27
disclosure_date: 2026-04-07
trade_direction: buy
scored_at: 2026-06-25T02:25:22.911645+00:00
engine_version: 1.2.0
company_name: StandardAero, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-27_D26P000437", "event_type": "contract", "composite_score": 79.99, "event_summary": "to THE BOEING COMPANY | $262,452"}, {"event_id": "hr8175-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "To amend title 10, United States Code, and the National Defense Authorization Act for Fiscal Year 1994, to codify and clarify gender neutral standards for members of certain Armed Forces, and for othe"}, {"event_id": "SUB_2026-03-25_D26P000395", "event_type": "contract", "composite_score": 60.82, "event_summary": "to THE BOEING COMPANY | $135,778"}, {"event_id": "SUB_2026-04-06_MASI0-MAT0037958", "event_type": "contract", "composite_score": 58.94, "event_summary": "to FLIGHT SOURCE INC | $60,028"}, {"event_id": "SUB_2026-04-22_D26P000591", "event_type": "contract", "composite_score": 58.01, "event_summary": "to HOWMET AEROSPACE INC. | $70,951"}]

ml_shap_top3_distill:
[{"contribution": 12.5032, "factor": "jurisdiction_raw"}, {"contribution": 7.7901, "factor": "timing_raw"}, {"contribution": 1.4209, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0685, "factor": "jurisdiction_raw"}, {"contribution": -0.0128, "factor": "timing_raw"}, {"contribution": 0.002, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-03-30_F000479_GOOG
correlation_type: rollup
trade_id: quiver_2026-03-30_F000479_GOOG
bioguide_id: F000479
member_name: John Fetterman
party: D
chamber: Senate
ticker: GOOG
sector: Communication Services
industry: Internet Content & Information
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-30
disclosure_date: 2026-04-03
trade_direction: buy
scored_at: 2026-06-28T01:33:52.700165+00:00
engine_version: 1.2.0
company_name: Alphabet Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "sconres32-119", "event_type": "bill", "composite_score": 49.95, "event_summary": "A concurrent resolution supporting the goals and ideals of International Transgender Day of Visibility."}, {"event_id": "s4250-119", "event_type": "bill", "composite_score": 49.95, "event_summary": "Sport Fish Restoration, Recreational Boating Safety, and Wildlife Restoration Act of 2026"}, {"event_id": "s4147-119", "event_type": "bill", "composite_score": 42.29, "event_summary": "Fair Prices for Local Businesses Act"}, {"event_id": "s3903-119", "event_type": "bill", "composite_score": 32.5, "event_summary": "Railway Safety Act of 2026"}, {"event_id": "s3597-119", "event_type": "bill", "composite_score": 31.32, "event_summary": "National Quantum Initiative Reauthorization Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": -12.9074, "factor": "trade_before_event_raw"}, {"contribution": 4.7502, "factor": "jurisdiction_raw"}, {"contribution": 3.3551, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0087, "factor": "jurisdiction_raw"}, {"contribution": 0.0055, "factor": "amount_raw"}, {"contribution": 0.0042, "factor": "trade_before_event_raw"}]


correlation_id: rollup__quiver_2026-03-30_F000479_MSFT
correlation_type: rollup
trade_id: quiver_2026-03-30_F000479_MSFT
bioguide_id: F000479
member_name: John Fetterman
party: D
chamber: Senate
ticker: MSFT
sector: Information Technology
industry: Systems Software
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-30
disclosure_date: 2026-04-03
trade_direction: buy
scored_at: 2026-06-28T01:33:52.700619+00:00
engine_version: 1.2.0
company_name: Microsoft Corporation
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s4290-119", "event_type": "bill", "composite_score": 55.08, "event_summary": "Retirement Annuity Supplement Clarity Act"}, {"event_id": "sconres32-119", "event_type": "bill", "composite_score": 49.95, "event_summary": "A concurrent resolution supporting the goals and ideals of International Transgender Day of Visibility."}, {"event_id": "s4250-119", "event_type": "bill", "composite_score": 49.95, "event_summary": "Sport Fish Restoration, Recreational Boating Safety, and Wildlife Restoration Act of 2026"}, {"event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_type": "contract", "composite_score": 49.56, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451"}, {"event_id": "s4147-119", "event_type": "bill", "composite_score": 42.29, "event_summary": "Fair Prices for Local Businesses Act"}]

ml_shap_top3_distill:
[{"contribution": -8.5993, "factor": "timing_raw"}, {"contribution": 5.3849, "factor": "jurisdiction_raw"}, {"contribution": 1.9161, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0114, "factor": "jurisdiction_raw"}, {"contribution": -0.0109, "factor": "amount_raw"}, {"contribution": 0.0075, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-03-30_F000479_AMZN
correlation_type: rollup
trade_id: quiver_2026-03-30_F000479_AMZN
bioguide_id: F000479
member_name: John Fetterman
party: D
chamber: Senate
ticker: AMZN
sector: Consumer Discretionary
industry: Broadline Retail
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-30
disclosure_date: 2026-04-03
trade_direction: buy
scored_at: 2026-06-28T01:33:52.700809+00:00
engine_version: 1.2.0
company_name: Amazon.com, Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s4250-119", "event_type": "bill", "composite_score": 49.95, "event_summary": "Sport Fish Restoration, Recreational Boating Safety, and Wildlife Restoration Act of 2026"}, {"event_id": "s4169-119", "event_type": "bill", "composite_score": 47.37, "event_summary": "Student Loan Interest Elimination Act"}, {"event_id": "s4147-119", "event_type": "bill", "composite_score": 42.29, "event_summary": "Fair Prices for Local Businesses Act"}, {"event_id": "s3965-119", "event_type": "bill", "composite_score": 34.06, "event_summary": "EDA Short Form Application Act"}, {"event_id": "s3903-119", "event_type": "bill", "composite_score": 32.5, "event_summary": "Railway Safety Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": -12.9074, "factor": "trade_before_event_raw"}, {"contribution": 4.7502, "factor": "jurisdiction_raw"}, {"contribution": 3.3551, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0087, "factor": "jurisdiction_raw"}, {"contribution": 0.0055, "factor": "amount_raw"}, {"contribution": 0.0042, "factor": "trade_before_event_raw"}]


correlation_id: rollup__quiver_2026-03-31_S001203_MMM
correlation_type: rollup
trade_id: quiver_2026-03-31_S001203_MMM
bioguide_id: S001203
member_name: Tina Smith
party: D
chamber: Senate
ticker: MMM
sector: Industrials
industry: Conglomerates
transaction_type: sale_full
amount_range: 50001.0
transaction_date: 2026-03-31
disclosure_date: 2026-04-02
trade_direction: sell
scored_at: 2026-06-29T01:04:36.807790+00:00
engine_version: 1.2.0
company_name: 3M Company
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-06_MASI0-MAT0037958", "event_type": "contract", "composite_score": 66.3, "event_summary": "to FLIGHT SOURCE INC | $60,028"}, {"event_id": "SUB_2026-04-13_24-0422-031", "event_type": "contract", "composite_score": 59.62, "event_summary": "to ALLEN & GRAHAM, INC | $24,865"}, {"event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_type": "contract", "composite_score": 58.91, "event_summary": "to OSHKOSH DEFENSE LLC | $79,740"}, {"event_id": "s4307-119", "event_type": "bill", "composite_score": 58.24, "event_summary": "Protecting American Consumers from Robocalls Act"}, {"event_id": "s4330-119", "event_type": "bill", "composite_score": 57.62, "event_summary": "Ending the Carried Interest Loophole Act"}]

ml_shap_top3_distill:
[{"contribution": 4.7896, "factor": "jurisdiction_raw"}, {"contribution": 1.959, "factor": "amount_raw"}, {"contribution": 1.2612, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0249, "factor": "timing_raw"}, {"contribution": 0.0094, "factor": "jurisdiction_raw"}, {"contribution": -0.0087, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-03-31_M001217_AVGO
correlation_type: rollup
trade_id: quiver_2026-03-31_M001217_AVGO
bioguide_id: M001217
member_name: Jared Moskowitz
party: D
chamber: House
ticker: AVGO
sector: Information Technology
industry: Semiconductors
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-31
disclosure_date: 2026-04-30
trade_direction: buy
scored_at: 2026-06-29T01:04:37.121110+00:00
engine_version: 1.2.0
company_name: Broadcom Inc.
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8368-119", "event_type": "bill", "composite_score": 52.36, "event_summary": "To appropriate funds for the Federal Emergency Management Agency's Disaster Relief Fund, and for other purposes."}, {"event_id": "hr8419-119", "event_type": "bill", "composite_score": 51.92, "event_summary": "To designate the facility of the United States Postal Service located at 3255 Northwest 94th Avenue in Coral Springs, Florida, as the \"Nancy Metayer Post Office Building\"."}, {"event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_type": "contract", "composite_score": 49.83, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451"}, {"event_id": "hres1251-119", "event_type": "bill", "composite_score": 49.07, "event_summary": "Calling on elected officials and civil society leaders to counter antisemitism and educate the public on the contributions of the Jewish-American community."}, {"event_id": "hres1239-119", "event_type": "bill", "composite_score": 49.07, "event_summary": "Condemning antisemitic hate-filled rhetoric and content disseminated by prominent online personalities, and urging social media platforms and public leaders to denounce and address such conduct."}]

ml_shap_top3_car:
[{"contribution": 0.0548, "factor": "timing_raw"}, {"contribution": 0.0203, "factor": "jurisdiction_raw"}, {"contribution": 0.0068, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-03-31_M001217_QCOM
correlation_type: rollup
trade_id: quiver_2026-03-31_M001217_QCOM
bioguide_id: M001217
member_name: Jared Moskowitz
party: D
chamber: House
ticker: QCOM
sector: Information Technology
industry: Semiconductors
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-03-31
disclosure_date: 2026-04-30
trade_direction: sell
scored_at: 2026-06-29T01:04:37.509388+00:00
engine_version: 1.2.0
company_name: QUALCOMM Incorporated
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8368-119", "event_type": "bill", "composite_score": 53.41, "event_summary": "To appropriate funds for the Federal Emergency Management Agency's Disaster Relief Fund, and for other purposes."}, {"event_id": "hr8419-119", "event_type": "bill", "composite_score": 52.97, "event_summary": "To designate the facility of the United States Postal Service located at 3255 Northwest 94th Avenue in Coral Springs, Florida, as the \"Nancy Metayer Post Office Building\"."}, {"event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_type": "contract", "composite_score": 50.88, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451"}, {"event_id": "hres1251-119", "event_type": "bill", "composite_score": 50.12, "event_summary": "Calling on elected officials and civil society leaders to counter antisemitism and educate the public on the contributions of the Jewish-American community."}, {"event_id": "hres1239-119", "event_type": "bill", "composite_score": 50.12, "event_summary": "Condemning antisemitic hate-filled rhetoric and content disseminated by prominent online personalities, and urging social media platforms and public leaders to denounce and address such conduct."}]

ml_shap_top3_distill:
[{"contribution": -11.1588, "factor": "timing_raw"}, {"contribution": 5.4583, "factor": "jurisdiction_raw"}, {"contribution": 1.9157, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0547, "factor": "timing_raw"}, {"contribution": 0.0244, "factor": "jurisdiction_raw"}, {"contribution": 0.0077, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-03-31_M001217_GE
correlation_type: rollup
trade_id: quiver_2026-03-31_M001217_GE
bioguide_id: M001217
member_name: Jared Moskowitz
party: D
chamber: House
ticker: GE
sector: Industrials
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-31
disclosure_date: 2026-04-30
trade_direction: buy
scored_at: 2026-06-29T01:04:38.039809+00:00
engine_version: 1.2.0
company_name: GE Aerospace
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-06_MASI0-MAT0037958", "event_type": "contract", "composite_score": 63.14, "event_summary": "to FLIGHT SOURCE INC | $60,028"}, {"event_id": "SUB_2026-04-22_D26P000591", "event_type": "contract", "composite_score": 59.4, "event_summary": "to HOWMET AEROSPACE INC. | $70,951"}, {"event_id": "SUB_2026-04-23_L26P000242", "event_type": "contract", "composite_score": 59.02, "event_summary": "to TEXTRON AVIATION INC | $61,510"}, {"event_id": "SUB_2026-03-27_D26P000437", "event_type": "contract", "composite_score": 57.85, "event_summary": "to THE BOEING COMPANY | $262,452"}, {"event_id": "SUB_2026-04-29_D26P000645", "event_type": "contract", "composite_score": 57.2, "event_summary": "to THE BOEING COMPANY | $130,791"}]


correlation_id: rollup__quiver_2026-03-31_M001217_CAT
correlation_type: rollup
trade_id: quiver_2026-03-31_M001217_CAT
bioguide_id: M001217
member_name: Jared Moskowitz
party: D
chamber: House
ticker: CAT
sector: Industrials
industry: Construction Machinery & Heavy Transportation Equipment
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-03-31
disclosure_date: 2026-04-30
trade_direction: sell
scored_at: 2026-06-29T01:04:38.844156+00:00
engine_version: 1.2.0
company_name: Caterpillar Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_type": "contract", "composite_score": 63.65, "event_summary": "to OSHKOSH DEFENSE LLC | $79,740"}, {"event_id": "SUB_2026-04-06_MASI0-MAT0037958", "event_type": "contract", "composite_score": 63.14, "event_summary": "to FLIGHT SOURCE INC | $60,028"}, {"event_id": "SUB_2026-04-23_MASI0-MAT0038098", "event_type": "contract", "composite_score": 59.02, "event_summary": "to OSHKOSH DEFENSE LLC | $147,594"}, {"event_id": "SUB_2026-04-13_24-0422-031", "event_type": "contract", "composite_score": 56.47, "event_summary": "to ALLEN & GRAHAM, INC | $24,865"}, {"event_id": "SUB_2026-03-25_SVI-2319010-CAT-F112", "event_type": "contract", "composite_score": 55.27, "event_summary": "to CATERPILLAR INC | $369,222"}]

ml_shap_top3_distill:
[{"contribution": 12.4997, "factor": "jurisdiction_raw"}, {"contribution": -8.5528, "factor": "timing_raw"}, {"contribution": 1.9235, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0375, "factor": "jurisdiction_raw"}, {"contribution": 0.0074, "factor": "disclosure_lag_raw"}, {"contribution": 0.006, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-03-31_M001217_GD
correlation_type: rollup
trade_id: quiver_2026-03-31_M001217_GD
bioguide_id: M001217
member_name: Jared Moskowitz
party: D
chamber: House
ticker: GD
sector: Aerospace & Defense
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-31
disclosure_date: 2026-04-30
trade_direction: buy
scored_at: 2026-06-29T01:04:39.371267+00:00
engine_version: 1.2.0
company_name: General Dynamics Corporation
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-22_D26P000591", "event_type": "contract", "composite_score": 59.4, "event_summary": "to HOWMET AEROSPACE INC. | $70,951"}, {"event_id": "SUB_2026-04-23_L26P000242", "event_type": "contract", "composite_score": 59.02, "event_summary": "to TEXTRON AVIATION INC | $61,510"}, {"event_id": "SUB_2026-03-27_D26P000437", "event_type": "contract", "composite_score": 57.85, "event_summary": "to THE BOEING COMPANY | $262,452"}, {"event_id": "SUB_2026-04-29_D26P000645", "event_type": "contract", "composite_score": 57.2, "event_summary": "to THE BOEING COMPANY | $130,791"}, {"event_id": "SUB_2026-03-25_D26P000395", "event_type": "contract", "composite_score": 55.27, "event_summary": "to THE BOEING COMPANY | $135,778"}]

ml_shap_top3_distill:
[{"contribution": 11.7817, "factor": "jurisdiction_raw"}, {"contribution": -11.7541, "factor": "timing_raw"}, {"contribution": 1.9679, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0436, "factor": "jurisdiction_raw"}, {"contribution": 0.0161, "factor": "timing_raw"}, {"contribution": 0.0069, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-03-31_M001217_CMI
correlation_type: rollup
trade_id: quiver_2026-03-31_M001217_CMI
bioguide_id: M001217
member_name: Jared Moskowitz
party: D
chamber: House
ticker: CMI
sector: Industrials
industry: Specialty Industrial Machinery
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-03-31
disclosure_date: 2026-04-30
trade_direction: sell
scored_at: 2026-06-29T01:04:39.840853+00:00
engine_version: 1.2.0
company_name: Cummins Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-06_MASI0-MAT0037958", "event_type": "contract", "composite_score": 71.04, "event_summary": "to FLIGHT SOURCE INC | $60,028"}, {"event_id": "SUB_2026-04-13_24-0422-031", "event_type": "contract", "composite_score": 56.47, "event_summary": "to ALLEN & GRAHAM, INC | $24,865"}, {"event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_type": "contract", "composite_score": 55.75, "event_summary": "to OSHKOSH DEFENSE LLC | $79,740"}, {"event_id": "hr8321-119", "event_type": "bill", "composite_score": 54.46, "event_summary": "Artemis Accords Authorization Act"}, {"event_id": "hr8368-119", "event_type": "bill", "composite_score": 52.36, "event_summary": "To appropriate funds for the Federal Emergency Management Agency's Disaster Relief Fund, and for other purposes."}]

ml_shap_top3_distill:
[{"contribution": 11.9491, "factor": "jurisdiction_raw"}, {"contribution": 1.2934, "factor": "trade_before_event_raw"}, {"contribution": -1.0173, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0315, "factor": "jurisdiction_raw"}, {"contribution": 0.0137, "factor": "amount_raw"}, {"contribution": 0.0073, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-03-31_S001203_BRK
correlation_type: rollup
trade_id: quiver_2026-03-31_S001203_BRK
bioguide_id: S001203
member_name: Tina Smith
party: D
chamber: Senate
ticker: BRK
sector: Financial Services
industry: Insurance - Diversified
transaction_type: sale_full
amount_range: 100001.0
transaction_date: 2026-03-31
disclosure_date: 2026-04-02
trade_direction: sell
scored_at: 2026-06-29T01:04:40.103093+00:00
engine_version: 1.2.0
company_name: Berkshire Hathaway Inc. New
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-21_MASI0-MAT0038066", "event_type": "contract", "composite_score": 57.18, "event_summary": "to CHARIOT DEFENSE, INC. | $80,000"}, {"event_id": "SUB_2026-04-27_5500371963", "event_type": "contract", "composite_score": 55.09, "event_summary": "to BMT AEROSPACE USA, INC | $947,232"}, {"event_id": "SUB_2026-04-27_550037189U1", "event_type": "contract", "composite_score": 55.09, "event_summary": "to BMT AEROSPACE USA, INC | $335,551"}, {"event_id": "s4297-119", "event_type": "bill", "composite_score": 41.92, "event_summary": "Keep Public Funds in Public Schools Act"}, {"event_id": "s4298-119", "event_type": "bill", "composite_score": 41.92, "event_summary": "Stop CHEATERS Act"}]

ml_shap_top3_distill:
[{"contribution": -11.3215, "factor": "timing_raw"}, {"contribution": 5.5343, "factor": "jurisdiction_raw"}, {"contribution": 1.9844, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0213, "factor": "timing_raw"}, {"contribution": 0.0146, "factor": "jurisdiction_raw"}, {"contribution": -0.0121, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-04-01_M001236_CBRL
correlation_type: rollup
trade_id: quiver_2026-04-01_M001236_CBRL
bioguide_id: M001236
member_name: Tim Moore
party: R
chamber: House
ticker: CBRL
sector: Consumer Cyclical
industry: Restaurants
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-04-01
disclosure_date: 2026-04-28
trade_direction: sell
scored_at: 2026-06-30T01:19:55.638389+00:00
engine_version: 1.2.0
company_name: Cracker Barrel Old Country Stor
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr3410-119", "event_type": "bill", "composite_score": 28.84, "event_summary": "Supersonic Aviation Modernization Act"}, {"event_id": "hr7548-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "SCAM Act"}, {"event_id": "hr6955-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "Main Street Act"}]

ml_shap_top3_distill:
[{"contribution": -16.4644, "factor": "jurisdiction_raw"}, {"contribution": -12.6489, "factor": "trade_before_event_raw"}, {"contribution": -1.0197, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0215, "factor": "timing_raw"}, {"contribution": -0.0117, "factor": "jurisdiction_raw"}, {"contribution": 0.008, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-04-02_D000032_MRVL
correlation_type: rollup
trade_id: quiver_2026-04-02_D000032_MRVL
bioguide_id: D000032
member_name: Byron Donalds
party: R
chamber: House
ticker: MRVL
sector: Information Technology
industry: Semiconductors
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-04-02
disclosure_date: 2026-05-13
trade_direction: buy
scored_at: 2026-07-01T02:23:14.558934+00:00
engine_version: 1.2.0
company_name: Marvell Technology, Inc.
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8206-119", "event_type": "bill", "composite_score": 76.25, "event_summary": "Homeland Security and Further Additional Continuing Appropriations Act, 2026"}, {"event_id": "hr8371-119", "event_type": "bill", "composite_score": 63.87, "event_summary": "Reform Immigration Through Biometrics Act"}, {"event_id": "hres1199-119", "event_type": "bill", "composite_score": 63.87, "event_summary": "Recognizing linemen, the profession of linemen, the contributions of these brave men and women who protect public safety, and expressing support for the designation of April 18, 2026, as \"National Lin"}, {"event_id": "hr8408-119", "event_type": "bill", "composite_score": 63.36, "event_summary": "Legacy IT Reduction Act of 2026"}, {"event_id": "hr8419-119", "event_type": "bill", "composite_score": 63.36, "event_summary": "To designate the facility of the United States Postal Service located at 3255 Northwest 94th Avenue in Coral Springs, Florida, as the \"Nancy Metayer Post Office Building\"."}]

ml_shap_top3_distill:
[{"contribution": 8.2732, "factor": "disclosure_lag_raw"}, {"contribution": 4.5185, "factor": "jurisdiction_raw"}, {"contribution": 2.8786, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0903, "factor": "disclosure_lag_raw"}, {"contribution": 0.0182, "factor": "timing_raw"}, {"contribution": 0.0142, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-04-02_B001236_CEG
correlation_type: rollup
trade_id: quiver_2026-04-02_B001236_CEG
bioguide_id: B001236
member_name: John Boozman
party: R
chamber: Senate
ticker: CEG
sector: Utilities
industry: Electric Utilities
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-04-02
disclosure_date: 2026-05-08
trade_direction: buy
scored_at: 2026-07-01T02:23:14.558980+00:00
engine_version: 1.2.0
company_name: Constellation Energy Corporation
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3967-119", "event_type": "bill", "composite_score": 32.24, "event_summary": "FLOWS Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": -15.5966, "factor": "timing_raw"}, {"contribution": -12.3951, "factor": "trade_before_event_raw"}, {"contribution": -6.6956, "factor": "multiple_signals_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0464, "factor": "timing_raw"}, {"contribution": 0.0183, "factor": "trade_before_event_raw"}, {"contribution": -0.017, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-04-06_S000168_MRVL
correlation_type: rollup
trade_id: quiver_2026-04-06_S000168_MRVL
bioguide_id: S000168
member_name: Maria Elvira Salazar
party: R
chamber: House
ticker: MRVL
sector: Information Technology
industry: Semiconductors
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-04-06
disclosure_date: 2026-05-08
trade_direction: buy
scored_at: 2026-07-05T01:05:27.698915+00:00
engine_version: 1.2.0
company_name: Marvell Technology, Inc.
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8205-119", "event_type": "bill", "composite_score": 75.26, "event_summary": "Accelerating Access to Critical Therapies for ALS Reauthorization Act of 2026"}, {"event_id": "hr8253-119", "event_type": "bill", "composite_score": 65.14, "event_summary": "BITMAP Authorization Act"}, {"event_id": "hres1196-119", "event_type": "bill", "composite_score": 58.91, "event_summary": "Recognizing April as Cancer Prevention and Early Detection Month."}, {"event_id": "hr8419-119", "event_type": "bill", "composite_score": 58.24, "event_summary": "To designate the facility of the United States Postal Service located at 3255 Northwest 94th Avenue in Coral Springs, Florida, as the \"Nancy Metayer Post Office Building\"."}, {"event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_type": "contract", "composite_score": 55.08, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451"}]

ml_shap_top3_distill:
[{"contribution": 8.0547, "factor": "timing_raw"}, {"contribution": 5.1715, "factor": "jurisdiction_raw"}, {"contribution": 2.7089, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0392, "factor": "timing_raw"}, {"contribution": 0.0139, "factor": "amount_raw"}, {"contribution": -0.0114, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-04-06_C001123_VLTO
correlation_type: rollup
trade_id: quiver_2026-04-06_C001123_VLTO
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: VLTO
sector: Industrials
industry: Pollution & Treatment Controls
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-04-06
disclosure_date: 2026-05-08
trade_direction: buy
scored_at: 2026-07-05T01:05:27.700133+00:00
engine_version: 1.2.0
company_name: Veralto Corp
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-06_MASI0-MAT0037958", "event_type": "contract", "composite_score": 74.2, "event_summary": "to FLIGHT SOURCE INC | $60,028"}, {"event_id": "SUB_2026-04-13_24-0422-031", "event_type": "contract", "composite_score": 64.09, "event_summary": "to ALLEN & GRAHAM, INC | $24,865"}, {"event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_type": "contract", "composite_score": 63.0, "event_summary": "to OSHKOSH DEFENSE LLC | $79,740"}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 61.99, "event_summary": "ALERT Act"}, {"event_id": "hr8421-119", "event_type": "bill", "composite_score": 57.19, "event_summary": "SERVE Act"}]

ml_shap_top3_distill:
[{"contribution": 7.8478, "factor": "timing_raw"}, {"contribution": 5.0836, "factor": "jurisdiction_raw"}, {"contribution": 2.8232, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0281, "factor": "timing_raw"}, {"contribution": -0.0152, "factor": "disclosure_lag_raw"}, {"contribution": 0.01, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-04-06_C001123_SSNC
correlation_type: rollup
trade_id: quiver_2026-04-06_C001123_SSNC
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: SSNC
sector: Technology
industry: Software - Application
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-04-06
disclosure_date: 2026-05-08
trade_direction: sell
scored_at: 2026-07-05T01:05:27.701362+00:00
engine_version: 1.2.0
company_name: SS&C Technologies Holdings, Inc
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-13_2601262", "event_type": "contract", "composite_score": 65.14, "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,910"}, {"event_id": "SUB_2026-04-13_2601264", "event_type": "contract", "composite_score": 65.14, "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $44,676"}, {"event_id": "SUB_2026-04-24_5500364295", "event_type": "contract", "composite_score": 56.5, "event_summary": "to LEGGETT & PLATT AEROSPACE MIDDLETOWN, LLC | $443,259"}, {"event_id": "SUB_2026-04-29_2601523", "event_type": "contract", "composite_score": 54.28, "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,137"}, {"event_id": "SUB_2026-04-30_P-00042974", "event_type": "contract", "composite_score": 53.92, "event_summary": "to CDW GOVERNMENT LLC | $46,374"}]

ml_shap_top3_distill:
[{"contribution": 5.2556, "factor": "jurisdiction_raw"}, {"contribution": 2.0136, "factor": "disclosure_lag_raw"}, {"contribution": 1.2775, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0396, "factor": "disclosure_lag_raw"}, {"contribution": -0.0347, "factor": "timing_raw"}, {"contribution": 0.0097, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-04-06_G000583_NTES
correlation_type: rollup
trade_id: quiver_2026-04-06_G000583_NTES
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: NTES
sector: Communication Services
industry: Electronic Gaming & Multimedia
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-04-06
disclosure_date: 2026-05-19
trade_direction: buy
scored_at: 2026-07-05T01:05:27.703882+00:00
engine_version: 1.2.0
company_name: NetEase, Inc.
severity_tier: high
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8205-119", "event_type": "bill", "composite_score": 82.63, "event_summary": "Accelerating Access to Critical Therapies for ALS Reauthorization Act of 2026"}, {"event_id": "hres1162-119", "event_type": "bill", "composite_score": 77.69, "event_summary": "Supporting the goals and ideals of Glisten's (formerly GLSEN's) 2026 Day of Silence in bringing attention to anti-LGBTQI+ bullying, harassment, discrimination, and other forms of victimization faced b"}, {"event_id": "hr8239-119", "event_type": "bill", "composite_score": 77.69, "event_summary": "SACRED Act"}, {"event_id": "hr8248-119", "event_type": "bill", "composite_score": 72.51, "event_summary": "Grid Expansion and Reliability Act"}, {"event_id": "hr8250-119", "event_type": "bill", "composite_score": 72.51, "event_summary": "Parents Decide Act"}]

ml_shap_top3_distill:
[{"contribution": 8.4219, "factor": "disclosure_lag_raw"}, {"contribution": 7.5329, "factor": "timing_raw"}, {"contribution": 4.8207, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.061, "factor": "disclosure_lag_raw"}, {"contribution": 0.0157, "factor": "jurisdiction_raw"}, {"contribution": 0.0063, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-04-06_G000583_CBZ
correlation_type: rollup
trade_id: quiver_2026-04-06_G000583_CBZ
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: CBZ
sector: Industrials
industry: Specialty Business Services
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-04-06
disclosure_date: 2026-05-19
trade_direction: buy
scored_at: 2026-07-05T01:05:27.705860+00:00
engine_version: 1.2.0
company_name: CBIZ, Inc.
severity_tier: high
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-06_MASI0-MAT0037958", "event_type": "contract", "composite_score": 82.63, "event_summary": "to FLIGHT SOURCE INC | $60,028"}, {"event_id": "SUB_2026-04-13_24-0422-031", "event_type": "contract", "composite_score": 72.51, "event_summary": "to ALLEN & GRAHAM, INC | $24,865"}, {"event_id": "hr8247-119", "event_type": "bill", "composite_score": 72.51, "event_summary": "Commonsense Review Act"}, {"event_id": "hr8249-119", "event_type": "bill", "composite_score": 72.51, "event_summary": "Making Reviews Certain Act"}, {"event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_type": "contract", "composite_score": 71.42, "event_summary": "to OSHKOSH DEFENSE LLC | $79,740"}]

ml_shap_top3_car:
[{"contribution": 0.061, "factor": "disclosure_lag_raw"}, {"contribution": 0.0157, "factor": "jurisdiction_raw"}, {"contribution": 0.0063, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-04-07_L000560_WAB
correlation_type: rollup
trade_id: quiver_2026-04-07_L000560_WAB
bioguide_id: L000560
member_name: Rick Larsen
party: D
chamber: House
ticker: WAB
sector: Industrials
industry: Railroads
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-04-07
disclosure_date: 2026-04-15
trade_direction: buy
scored_at: 2026-07-06T01:04:11.591718+00:00
engine_version: 1.2.0
company_name: Westinghouse Air Brake Technolo
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-13_24-0422-031", "event_type": "contract", "composite_score": 63.14, "event_summary": "to ALLEN & GRAHAM, INC | $24,865"}, {"event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_type": "contract", "composite_score": 61.98, "event_summary": "to OSHKOSH DEFENSE LLC | $79,740"}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 60.89, "event_summary": "ALERT Act"}, {"event_id": "hr8421-119", "event_type": "bill", "composite_score": 55.75, "event_summary": "SERVE Act"}, {"event_id": "SUB_2026-04-22_D26P000591", "event_type": "contract", "composite_score": 55.08, "event_summary": "to HOWMET AEROSPACE INC. | $70,951"}]


correlation_id: rollup__quiver_2026-04-07_M001227_VZ
correlation_type: rollup
trade_id: quiver_2026-04-07_M001227_VZ
bioguide_id: M001227
member_name: Jennifer Mcclellan
party: D
chamber: House
ticker: VZ
sector: Communication Services
industry: Integrated Telecommunication Services
transaction_type: sale_partial
amount_range: 100001.0
transaction_date: 2026-04-07
disclosure_date: 2026-04-16
trade_direction: sell
scored_at: 2026-07-06T01:04:12.590068+00:00
engine_version: 1.2.0
company_name: Verizon Communications Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8241-119", "event_type": "bill", "composite_score": 73.96, "event_summary": "Power for the People Act of 2026"}, {"event_id": "hres1183-119", "event_type": "bill", "composite_score": 65.15, "event_summary": "Supporting the designation of the week of April 11 through April 17, 2026, as \"Black Maternal Health Week\", founded by Black Mamas Matter Alliance, Inc. (BMMA), to bring national attention to the mate"}, {"event_id": "hr8397-119", "event_type": "bill", "composite_score": 61.01, "event_summary": "Protecting Moms and Babies Against Climate Change Act"}, {"event_id": "hr7386-119", "event_type": "bill", "composite_score": 61.01, "event_summary": "First Responder Network Authority Reauthorization Act of 2026"}, {"event_id": "hres1208-119", "event_type": "bill", "composite_score": 60.35, "event_summary": "Expressing support for honoring Earth Day, and for other purposes."}]

ml_shap_top3_distill:
[{"contribution": 6.6038, "factor": "timing_raw"}, {"contribution": 5.4308, "factor": "jurisdiction_raw"}, {"contribution": 2.1127, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0475, "factor": "amount_raw"}, {"contribution": -0.0316, "factor": "timing_raw"}, {"contribution": 0.0112, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-04-07_M001236_HOG
correlation_type: rollup
trade_id: quiver_2026-04-07_M001236_HOG
bioguide_id: M001236
member_name: Tim Moore
party: R
chamber: House
ticker: HOG
sector: Consumer Cyclical
industry: Recreational Vehicles
transaction_type: sale_partial
amount_range: 50001.0
transaction_date: 2026-04-07
disclosure_date: 2026-04-28
trade_direction: sell
scored_at: 2026-07-06T01:04:13.040342+00:00
engine_version: 1.2.0
company_name: Harley-Davidson, Inc.
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1261-119", "event_type": "bill", "composite_score": 33.8, "event_summary": "Expressing support for the designation of the week of May 3 through May 9, 2026, as \"National Small Business Week\" to celebrate the contributions of small businesses and entrepreneurs in every communi"}, {"event_id": "hr3410-119", "event_type": "bill", "composite_score": 25.43, "event_summary": "Supersonic Aviation Modernization Act"}, {"event_id": "hr7548-119", "event_type": "bill", "composite_score": 16.06, "event_summary": "SCAM Act"}, {"event_id": "hr6955-119", "event_type": "bill", "composite_score": 16.06, "event_summary": "Main Street Act"}]

ml_shap_top3_distill:
[{"contribution": -16.2547, "factor": "jurisdiction_raw"}, {"contribution": -14.1379, "factor": "timing_raw"}, {"contribution": 2.5803, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0123, "factor": "timing_raw"}, {"contribution": -0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0077, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-04-08_S001214_UNKNOWN
correlation_type: rollup
trade_id: quiver_2026-04-08_S001214_UNKNOWN
bioguide_id: S001214
member_name: Greg Steube
party: R
chamber: House
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-04-08
disclosure_date: 2026-04-14
trade_direction: buy
scored_at: 2026-07-07T01:39:09.250313+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8280-119", "event_type": "bill", "composite_score": 45.77, "event_summary": "SEPTIC Act"}, {"event_id": "hr8295-119", "event_type": "bill", "composite_score": 44.61, "event_summary": "Protecting Families from Fertility Fraud Act of 2026"}, {"event_id": "hr8314-119", "event_type": "bill", "composite_score": 44.61, "event_summary": "OPTIONS Act"}, {"event_id": "hr8341-119", "event_type": "bill", "composite_score": 43.52, "event_summary": "DEPORT Act of 2026"}, {"event_id": "hr8330-119", "event_type": "bill", "composite_score": 43.52, "event_summary": "Stop Climate Shakedowns Act of 2026"}]


correlation_id: rollup__quiver_2026-04-08_F000468_NVDA
correlation_type: rollup
trade_id: quiver_2026-04-08_F000468_NVDA
bioguide_id: F000468
member_name: Elizabeth Fletcher
party: D
chamber: House
ticker: NVDA
sector: Information Technology
industry: Semiconductors
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-04-08
disclosure_date: 2026-05-01
trade_direction: sell
scored_at: 2026-07-07T01:39:09.251491+00:00
engine_version: 1.2.0
company_name: NVIDIA Corporation
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8275-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "Commission on Presidential Capacity to Discharge the Powers and Duties of the Office Act"}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "ALERT Act"}, {"event_id": "hres1181-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "Expressing support for the recognition of April as \"National Arab American Heritage Month\" (NAAHM) and celebrating the heritage and culture of Arab Americans in the United States."}, {"event_id": "hr7022-119", "event_type": "bill", "composite_score": 56.47, "event_summary": "Mystic Alerts Act"}, {"event_id": "hr8440-119", "event_type": "bill", "composite_score": 55.75, "event_summary": "ZELDIN Act"}]


correlation_id: rollup__quiver_2026-04-08_F000468_LLY
correlation_type: rollup
trade_id: quiver_2026-04-08_F000468_LLY
bioguide_id: F000468
member_name: Elizabeth Fletcher
party: D
chamber: House
ticker: LLY
sector: Health Care
industry: Pharmaceuticals
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-04-08
disclosure_date: 2026-05-01
trade_direction: sell
scored_at: 2026-07-07T01:39:09.251973+00:00
engine_version: 1.2.0
company_name: Eli Lilly and Company
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7022-119", "event_type": "bill", "composite_score": 56.47, "event_summary": "Mystic Alerts Act"}, {"event_id": "hr8440-119", "event_type": "bill", "composite_score": 55.75, "event_summary": "ZELDIN Act"}, {"event_id": "hres1147-119", "event_type": "bill", "composite_score": 44.11, "event_summary": "Recognizing the United States legacy of dismissed pain and denied autonomy in women's health care, and affirming the Federal Government's duty to protect individual dignity and advance patient-centere"}, {"event_id": "hr8159-119", "event_type": "bill", "composite_score": 44.11, "event_summary": "Gynecologic Pain Management Study Act"}, {"event_id": "hr8160-119", "event_type": "bill", "composite_score": 44.11, "event_summary": "Premenstrual Dysphoric Disorder Awareness and Research Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": -7.7078, "factor": "timing_raw"}, {"contribution": 4.726, "factor": "jurisdiction_raw"}, {"contribution": 1.7395, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0148, "factor": "timing_raw"}, {"contribution": -0.0141, "factor": "amount_raw"}, {"contribution": 0.0089, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-04-08_F000468_GOOGL
correlation_type: rollup
trade_id: quiver_2026-04-08_F000468_GOOGL
bioguide_id: F000468
member_name: Elizabeth Fletcher
party: D
chamber: House
ticker: GOOGL
sector: Communication Services
industry: Interactive Media & Services
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-04-08
disclosure_date: 2026-05-01
trade_direction: sell
scored_at: 2026-07-07T01:39:09.253091+00:00
engine_version: 1.2.0
company_name: Alphabet Inc.
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8275-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "Commission on Presidential Capacity to Discharge the Powers and Duties of the Office Act"}, {"event_id": "hres1181-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "Expressing support for the recognition of April as \"National Arab American Heritage Month\" (NAAHM) and celebrating the heritage and culture of Arab Americans in the United States."}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "ALERT Act"}, {"event_id": "hr7022-119", "event_type": "bill", "composite_score": 56.47, "event_summary": "Mystic Alerts Act"}, {"event_id": "hr8440-119", "event_type": "bill", "composite_score": 55.75, "event_summary": "ZELDIN Act"}]


correlation_id: rollup__quiver_2026-04-08_F000483_CVR
correlation_type: rollup
trade_id: quiver_2026-04-08_F000483_CVR
bioguide_id: F000483
member_name: Laura Friedman
party: D
chamber: House
ticker: CVR
sector: Industrials
industry: Tools & Accessories
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-04-08
disclosure_date: 2026-05-14
trade_direction: sell
scored_at: 2026-07-07T01:39:09.256873+00:00
engine_version: 1.2.0
company_name: Chicago Rivet & Machine Co.
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-13_24-0422-031", "event_type": "contract", "composite_score": 70.71, "event_summary": "to ALLEN & GRAHAM, INC | $24,865"}, {"event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_type": "contract", "composite_score": 69.46, "event_summary": "to OSHKOSH DEFENSE LLC | $79,740"}, {"event_id": "hres1170-119", "event_type": "bill", "composite_score": 69.46, "event_summary": "Supporting the designation of April 10 as \"Dolores Huerta Day\", in honor of the accomplishments and legacy of the trailblazing labor and civil rights leader Dolores Huerta."}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 68.3, "event_summary": "ALERT Act"}, {"event_id": "hr8315-119", "event_type": "bill", "composite_score": 68.3, "event_summary": "Modal Parity in Permitting Act"}]

ml_shap_top3_distill:
[{"contribution": 5.5392, "factor": "disclosure_lag_raw"}, {"contribution": 4.299, "factor": "jurisdiction_raw"}, {"contribution": 1.2279, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0577, "factor": "timing_raw"}, {"contribution": 0.0166, "factor": "jurisdiction_raw"}, {"contribution": 0.0073, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-04-09_B000668_INTC
correlation_type: rollup
trade_id: quiver_2026-04-09_B000668_INTC
bioguide_id: B000668
member_name: Cliff Bentz
party: R
chamber: House
ticker: INTC
sector: Information Technology
industry: Semiconductors
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-04-09
disclosure_date: 2026-05-09
trade_direction: sell
scored_at: 2026-07-08T01:52:37.373057+00:00
engine_version: 1.2.0
company_name: Intel Corporation
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1169-119", "event_type": "bill", "composite_score": 64.39, "event_summary": "Honoring the 2026 Olympians and Paralympians from Oregon."}, {"event_id": "hr8271-119", "event_type": "bill", "composite_score": 64.39, "event_summary": "ICU Bed Act of 2026"}, {"event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_type": "contract", "composite_score": 53.34, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451"}, {"event_id": "SUB_2026-04-13_2601262", "event_type": "contract", "composite_score": 47.3, "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,910"}, {"event_id": "SUB_2026-04-13_2601264", "event_type": "contract", "composite_score": 47.3, "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $44,676"}]


correlation_id: rollup__quiver_2026-04-09_B001236_DVN
correlation_type: rollup
trade_id: quiver_2026-04-09_B001236_DVN
bioguide_id: B001236
member_name: John Boozman
party: R
chamber: Senate
ticker: DVN
sector: Energy
industry: Oil & Gas E&P
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-04-09
disclosure_date: 2026-05-08
trade_direction: buy
scored_at: 2026-07-08T01:52:37.373228+00:00
engine_version: 1.2.0
company_name: Devon Energy Corporation
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s4233-119", "event_type": "bill", "composite_score": 39.98, "event_summary": "Save Struggling Hospitals Act"}, {"event_id": "s4221-119", "event_type": "bill", "composite_score": 39.98, "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)"}, {"event_id": "s4139-119", "event_type": "bill", "composite_score": 35.73, "event_summary": "Baltic Security Assessment Act of 2026"}, {"event_id": "s3967-119", "event_type": "bill", "composite_score": 32.03, "event_summary": "FLOWS Act of 2026"}, {"event_id": "sres606-119", "event_type": "bill", "composite_score": 31.32, "event_summary": "A resolution condemning the Government of Iran for its suppression of the right of Iranians to peacefully assemble."}]

ml_shap_top3_distill:
[{"contribution": -12.1181, "factor": "trade_before_event_raw"}, {"contribution": -7.757, "factor": "timing_raw"}, {"contribution": 5.3633, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0115, "factor": "jurisdiction_raw"}, {"contribution": -0.011, "factor": "amount_raw"}, {"contribution": -0.0085, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-04-09_G000583_MLM
correlation_type: rollup
trade_id: quiver_2026-04-09_G000583_MLM
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: MLM
sector: Basic Materials
industry: Building Materials
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-04-09
disclosure_date: 2026-05-19
trade_direction: sell
scored_at: 2026-07-08T01:52:37.373739+00:00
engine_version: 1.2.0
company_name: Martin Marietta Materials, Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8247-119", "event_type": "bill", "composite_score": 58.88, "event_summary": "Commonsense Review Act"}, {"event_id": "hr8249-119", "event_type": "bill", "composite_score": 58.88, "event_summary": "Making Reviews Certain Act"}, {"event_id": "hr8417-119", "event_type": "bill", "composite_score": 50.39, "event_summary": "Keeping China Off the Rails Act"}, {"event_id": "SUB_2026-03-19_02009065-004", "event_type": "contract", "composite_score": 47.73, "event_summary": "to NFG CONSULTING, INC | $365,066"}, {"event_id": "hr8516-119", "event_type": "bill", "composite_score": 46.5, "event_summary": "American Leadership in AI Act"}]

ml_shap_top3_distill:
[{"contribution": -13.5758, "factor": "jurisdiction_raw"}, {"contribution": 9.1272, "factor": "disclosure_lag_raw"}, {"contribution": 5.7428, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0493, "factor": "disclosure_lag_raw"}, {"contribution": -0.0276, "factor": "jurisdiction_raw"}, {"contribution": -0.0131, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-04-09_G000583_SYF
correlation_type: rollup
trade_id: quiver_2026-04-09_G000583_SYF
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: SYF
sector: Financial Services
industry: Credit Services
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-04-09
disclosure_date: 2026-05-19
trade_direction: sell
scored_at: 2026-07-08T01:52:37.375035+00:00
engine_version: 1.2.0
company_name: Synchrony Financial
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-21_MASI0-MAT0038066", "event_type": "contract", "composite_score": 68.82, "event_summary": "to CHARIOT DEFENSE, INC. | $80,000"}, {"event_id": "SUB_2026-04-27_5500371963", "event_type": "contract", "composite_score": 64.92, "event_summary": "to BMT AEROSPACE USA, INC | $947,232"}, {"event_id": "SUB_2026-04-27_550037189U1", "event_type": "contract", "composite_score": 64.92, "event_summary": "to BMT AEROSPACE USA, INC | $335,551"}, {"event_id": "SUB_2026-05-04_PO26-02730", "event_type": "contract", "composite_score": 62.01, "event_summary": "to CUBIC DIGITAL INTELLIGENCE INC | $46,742"}, {"event_id": "hr1431-119", "event_type": "bill", "composite_score": 56.3, "event_summary": "To designate the facility of the United States Postal Service located at 2407 State Route 71, Suite 1, in Spring Lake, New Jersey, as the \"James J. Howard Post Office\"."}]

ml_shap_top3_distill:
[{"contribution": 8.1508, "factor": "disclosure_lag_raw"}, {"contribution": -7.5246, "factor": "timing_raw"}, {"contribution": 4.643, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0602, "factor": "disclosure_lag_raw"}, {"contribution": 0.0198, "factor": "jurisdiction_raw"}, {"contribution": -0.0102, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-04-09_G000583_HD
correlation_type: rollup
trade_id: quiver_2026-04-09_G000583_HD
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: HD
sector: Consumer Cyclical
industry: Home Improvement Retail
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-04-09
disclosure_date: 2026-05-19
trade_direction: sell
scored_at: 2026-07-08T01:52:37.375580+00:00
engine_version: 1.2.0
company_name: Home Depot, Inc. (The)
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hjres155-119", "event_type": "bill", "composite_score": 65.26, "event_summary": "Providing for congressional disapproval under chapter 8 of title 5, United States Code, of the rule submitted by the Department of Education relating to \"William D. Ford Federal Direct Loan (Direct Lo"}, {"event_id": "hr8250-119", "event_type": "bill", "composite_score": 58.88, "event_summary": "Parents Decide Act"}, {"event_id": "hr8402-119", "event_type": "bill", "composite_score": 50.39, "event_summary": "Civics Learning Act of 2026"}, {"event_id": "hres1209-119", "event_type": "bill", "composite_score": 48.91, "event_summary": "Recognizing the significance of \"Community College Month\" in April as a celebration of more than 1,000 institutions throughout the United States supporting access to higher education, workforce traini"}, {"event_id": "hr8516-119", "event_type": "bill", "composite_score": 46.5, "event_summary": "American Leadership in AI Act"}]

ml_shap_top3_distill:
[{"contribution": -14.4592, "factor": "jurisdiction_raw"}, {"contribution": 9.3944, "factor": "timing_raw"}, {"contribution": 9.2544, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0279, "factor": "jurisdiction_raw"}, {"contribution": 0.014, "factor": "disclosure_lag_raw"}, {"contribution": -0.0073, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-04-09_G000583_PFGC
correlation_type: rollup
trade_id: quiver_2026-04-09_G000583_PFGC
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: PFGC
sector: Consumer Defensive
industry: Food Distribution
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-04-09
disclosure_date: 2026-05-19
trade_direction: sell
scored_at: 2026-07-08T01:52:37.375790+00:00
engine_version: 1.2.0
company_name: Performance Food Group Company
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-17_GNS-USPTO-BOSS-IDE AWARD", "event_type": "contract", "composite_score": 72.48, "event_summary": "to GOVERNMENT NETWORK SOLUTIONS, INC. | $91,280"}, {"event_id": "hr8516-119", "event_type": "bill", "composite_score": 46.5, "event_summary": "American Leadership in AI Act"}, {"event_id": "hr8700-119", "event_type": "bill", "composite_score": 42.72, "event_summary": "Protecting U.S. Farmland and Sensitive Sites From Foreign Adversaries Act"}, {"event_id": "hr8055-119", "event_type": "bill", "composite_score": 31.85, "event_summary": "Extending WIC for New Moms Act"}, {"event_id": "hres1073-119", "event_type": "bill", "composite_score": 24.48, "event_summary": "Expressing support for the designation of February 21 through February 28, 2026, as \"National FFA Week\", recognizing the important role of the National Future Farmers of America (FFA) Organization in "}]

ml_shap_top3_distill:
[{"contribution": 8.0148, "factor": "disclosure_lag_raw"}, {"contribution": 4.868, "factor": "jurisdiction_raw"}, {"contribution": -4.5486, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": -0.043, "factor": "timing_raw"}, {"contribution": 0.0385, "factor": "disclosure_lag_raw"}, {"contribution": 0.0154, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-04-09_G000583_GS
correlation_type: rollup
trade_id: quiver_2026-04-09_G000583_GS
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: GS
sector: Financials
industry: Investment Banking & Brokerage
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-04-09
disclosure_date: 2026-05-19
trade_direction: sell
scored_at: 2026-07-08T01:52:37.377078+00:00
engine_version: 1.2.0
company_name: The Goldman Sachs Group, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr1431-119", "event_type": "bill", "composite_score": 74.73, "event_summary": "To designate the facility of the United States Postal Service located at 2407 State Route 71, Suite 1, in Spring Lake, New Jersey, as the \"James J. Howard Post Office\"."}, {"event_id": "hres1178-119", "event_type": "bill", "composite_score": 74.73, "event_summary": "Commemorating the 5-year remembrance of the April 15, 2021, mass shooting at a FedEx Ground facility in Indianapolis, Indiana, and denouncing all forms of anti-Asian hate, including the resurgence of "}, {"event_id": "hr8338-119", "event_type": "bill", "composite_score": 73.56, "event_summary": "SAFER Act of 2026"}, {"event_id": "hr8326-119", "event_type": "bill", "composite_score": 73.56, "event_summary": "To designate the facility of the United States Postal Service located at 16 Rev Dr Martin Luther King Jr Drive in Willingboro, New Jersey, as the \"James A. Cotten Post Office\"."}, {"event_id": "hres1209-119", "event_type": "bill", "composite_score": 67.33, "event_summary": "Recognizing the significance of \"Community College Month\" in April as a celebration of more than 1,000 institutions throughout the United States supporting access to higher education, workforce traini"}]

ml_shap_top3_distill:
[{"contribution": 8.6558, "factor": "disclosure_lag_raw"}, {"contribution": 4.4716, "factor": "jurisdiction_raw"}, {"contribution": 1.2343, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0437, "factor": "disclosure_lag_raw"}, {"contribution": -0.0374, "factor": "timing_raw"}, {"contribution": 0.015, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-04-09_G000583_F
correlation_type: rollup
trade_id: quiver_2026-04-09_G000583_F
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: F
sector: Consumer Discretionary
industry: Automobile Manufacturers
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-04-09
disclosure_date: 2026-05-19
trade_direction: sell
scored_at: 2026-07-08T01:52:37.378690+00:00
engine_version: 1.2.0
company_name: Ford Motor Company
severity_tier: high
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hjres155-119", "event_type": "bill", "composite_score": 83.68, "event_summary": "Providing for congressional disapproval under chapter 8 of title 5, United States Code, of the rule submitted by the Department of Education relating to \"William D. Ford Federal Direct Loan (Direct Lo"}, {"event_id": "hr8250-119", "event_type": "bill", "composite_score": 77.31, "event_summary": "Parents Decide Act"}, {"event_id": "hr8402-119", "event_type": "bill", "composite_score": 68.82, "event_summary": "Civics Learning Act of 2026"}, {"event_id": "hres1209-119", "event_type": "bill", "composite_score": 67.33, "event_summary": "Recognizing the significance of \"Community College Month\" in April as a celebration of more than 1,000 institutions throughout the United States supporting access to higher education, workforce traini"}, {"event_id": "hr8516-119", "event_type": "bill", "composite_score": 64.92, "event_summary": "American Leadership in AI Act"}]

ml_shap_top3_distill:
[{"contribution": 8.3799, "factor": "disclosure_lag_raw"}, {"contribution": 7.7398, "factor": "timing_raw"}, {"contribution": 4.9254, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0334, "factor": "disclosure_lag_raw"}, {"contribution": 0.0171, "factor": "jurisdiction_raw"}, {"contribution": -0.0061, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-04-09_G000583_T
correlation_type: rollup
trade_id: quiver_2026-04-09_G000583_T
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: T
sector: Communication Services
industry: Integrated Telecommunication Services
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-04-09
disclosure_date: 2026-05-19
trade_direction: sell
scored_at: 2026-07-08T01:52:37.380352+00:00
engine_version: 1.2.0
company_name: AT&T Inc.
severity_tier: high
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1162-119", "event_type": "bill", "composite_score": 82.63, "event_summary": "Supporting the goals and ideals of Glisten's (formerly GLSEN's) 2026 Day of Silence in bringing attention to anti-LGBTQI+ bullying, harassment, discrimination, and other forms of victimization faced b"}, {"event_id": "hr8239-119", "event_type": "bill", "composite_score": 82.63, "event_summary": "SACRED Act"}, {"event_id": "hr8248-119", "event_type": "bill", "composite_score": 76.25, "event_summary": "Grid Expansion and Reliability Act"}, {"event_id": "hr8250-119", "event_type": "bill", "composite_score": 76.25, "event_summary": "Parents Decide Act"}, {"event_id": "hr8262-119", "event_type": "bill", "composite_score": 74.92, "event_summary": "Build More Power Act"}]


correlation_id: rollup__quiver_2026-04-13_W000802_JPM
correlation_type: rollup
trade_id: quiver_2026-04-13_W000802_JPM
bioguide_id: W000802
member_name: Sheldon Whitehouse
party: D
chamber: Senate
ticker: JPM
sector: Financials
industry: Diversified Banks
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-04-13
disclosure_date: 2026-05-04
trade_direction: sell
scored_at: 2026-07-12T02:19:27.412819+00:00
engine_version: 1.2.0
company_name: JPMorgan Chase & Co.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s4286-119", "event_type": "bill", "composite_score": 71.39, "event_summary": "Senior Hunger Prevention Act of 2026"}, {"event_id": "s4298-119", "event_type": "bill", "composite_score": 69.74, "event_summary": "Stop CHEATERS Act"}, {"event_id": "s4297-119", "event_type": "bill", "composite_score": 69.74, "event_summary": "Keep Public Funds in Public Schools Act"}, {"event_id": "s4330-119", "event_type": "bill", "composite_score": 68.21, "event_summary": "Ending the Carried Interest Loophole Act"}, {"event_id": "s4334-119", "event_type": "bill", "composite_score": 68.21, "event_summary": "Blind Americans Return to Work Act of 2026"}]


correlation_id: rollup__quiver_2026-04-13_C001123_FLEX
correlation_type: rollup
trade_id: quiver_2026-04-13_C001123_FLEX
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: FLEX
sector: Technology
industry: Electronic Components
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-04-13
disclosure_date: 2026-05-08
trade_direction: sell
scored_at: 2026-07-12T02:19:27.414083+00:00
engine_version: 1.2.0
company_name: Flex Ltd.
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-13_2601262", "event_type": "contract", "composite_score": 73.15, "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,910"}, {"event_id": "SUB_2026-04-13_2601264", "event_type": "contract", "composite_score": 73.15, "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $44,676"}, {"event_id": "SUB_2026-04-24_5500364295", "event_type": "contract", "composite_score": 59.11, "event_summary": "to LEGGETT & PLATT AEROSPACE MIDDLETOWN, LLC | $443,259"}, {"event_id": "SUB_2026-04-29_2601523", "event_type": "contract", "composite_score": 55.51, "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,137"}, {"event_id": "SUB_2026-04-30_P-00042974", "event_type": "contract", "composite_score": 54.93, "event_summary": "to CDW GOVERNMENT LLC | $46,374"}]


correlation_id: rollup__quiver_2026-04-13_C001123_VLTO
correlation_type: rollup
trade_id: quiver_2026-04-13_C001123_VLTO
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: VLTO
sector: Industrials
industry: Pollution & Treatment Controls
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-04-13
disclosure_date: 2026-05-08
trade_direction: buy
scored_at: 2026-07-12T02:19:27.415341+00:00
engine_version: 1.2.0
company_name: Veralto Corp
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-13_24-0422-031", "event_type": "contract", "composite_score": 72.1, "event_summary": "to ALLEN & GRAHAM, INC | $24,865"}, {"event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_type": "contract", "composite_score": 70.33, "event_summary": "to OSHKOSH DEFENSE LLC | $79,740"}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "ALERT Act"}, {"event_id": "hr8421-119", "event_type": "bill", "composite_score": 60.89, "event_summary": "SERVE Act"}, {"event_id": "SUB_2026-04-22_D26P000591", "event_type": "contract", "composite_score": 59.88, "event_summary": "to HOWMET AEROSPACE INC. | $70,951"}]


correlation_id: rollup__quiver_2026-04-13_C001047_AVGO
correlation_type: rollup
trade_id: quiver_2026-04-13_C001047_AVGO
bioguide_id: C001047
member_name: Shelley Moore Capito
party: R
chamber: Senate
ticker: AVGO
sector: Information Technology
industry: Semiconductors
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-04-13
disclosure_date: 2026-05-07
trade_direction: sell
scored_at: 2026-07-12T02:19:27.416161+00:00
engine_version: 1.2.0
company_name: Broadcom Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "sres668-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "A resolution designating April 2026 as \"Second Chance Month\"."}, {"event_id": "s4318-119", "event_type": "bill", "composite_score": 67.16, "event_summary": "Breast Cancer Stamp Reauthorization Act"}, {"event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_type": "contract", "composite_score": 55.75, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451"}, {"event_id": "s4394-119", "event_type": "bill", "composite_score": 55.75, "event_summary": "Promoting Police Leadership Act"}, {"event_id": "s4429-119", "event_type": "bill", "composite_score": 54.46, "event_summary": "Connected Vehicle Security Act of 2026"}]


correlation_id: rollup__quiver_2026-04-14_C001123_IBM
correlation_type: rollup
trade_id: quiver_2026-04-14_C001123_IBM
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: IBM
sector: Information Technology
industry: IT Consulting & Other Services
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-04-14
disclosure_date: 2026-05-08
trade_direction: buy
scored_at: 2026-07-13T02:18:15.067624+00:00
engine_version: 1.2.0
company_name: International Business Machines Corporation
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7613-119", "event_type": "bill", "composite_score": 71.39, "event_summary": "ALERT Act"}, {"event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_type": "contract", "composite_score": 65.41, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451"}, {"event_id": "hr8421-119", "event_type": "bill", "composite_score": 63.03, "event_summary": "SERVE Act"}, {"event_id": "hr8563-119", "event_type": "bill", "composite_score": 56.8, "event_summary": "Investing in the American Dream Act"}, {"event_id": "hres1243-119", "event_type": "bill", "composite_score": 55.51, "event_summary": "Recognizing the significance of Asian American, Native Hawaiian, and Pacific Islander Heritage Month as an important time to celebrate the significant contributions of Asian Americans, Native Hawaiian"}]


correlation_id: rollup__quiver_2026-04-14_C001123_CMCSA
correlation_type: rollup
trade_id: quiver_2026-04-14_C001123_CMCSA
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: CMCSA
sector: Communication Services
industry: Telecom Services
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-04-14
disclosure_date: 2026-05-08
trade_direction: sell
scored_at: 2026-07-13T02:18:15.068198+00:00
engine_version: 1.2.0
company_name: Comcast Corporation
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7613-119", "event_type": "bill", "composite_score": 71.39, "event_summary": "ALERT Act"}, {"event_id": "hres1252-119", "event_type": "bill", "composite_score": 53.41, "event_summary": "Resolution memorializing law enforcement officers killed in the line of duty."}, {"event_id": "hr8802-119", "event_type": "bill", "composite_score": 50.36, "event_summary": "January 6th Law Enforcement Heroes Compensation Fund Act"}, {"event_id": "hres1285-119", "event_type": "bill", "composite_score": 50.12, "event_summary": "Expressing the sense of the House of Representatives that over 25 years of real-world evidence and hundreds of peer-reviewed studies proving that mifepristone is safe and effective should be respected"}, {"event_id": "hr8163-119", "event_type": "bill", "composite_score": 40.37, "event_summary": "Provider Reimbursement Stability Act of 2026"}]


correlation_id: rollup__quiver_2026-04-14_C001123_NOW
correlation_type: rollup
trade_id: quiver_2026-04-14_C001123_NOW
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: NOW
sector: Information Technology
industry: Application Software
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-04-14
disclosure_date: 2026-05-08
trade_direction: sell
scored_at: 2026-07-13T02:18:15.069373+00:00
engine_version: 1.2.0
company_name: ServiceNow, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7613-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "ALERT Act"}, {"event_id": "hr8421-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "SERVE Act"}, {"event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_type": "contract", "composite_score": 56.47, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451"}, {"event_id": "hr8563-119", "event_type": "bill", "composite_score": 55.75, "event_summary": "Investing in the American Dream Act"}, {"event_id": "hres1243-119", "event_type": "bill", "composite_score": 54.46, "event_summary": "Recognizing the significance of Asian American, Native Hawaiian, and Pacific Islander Heritage Month as an important time to celebrate the significant contributions of Asian Americans, Native Hawaiian"}]


correlation_id: rollup__quiver_2026-04-14_C001123_GPN
correlation_type: rollup
trade_id: quiver_2026-04-14_C001123_GPN
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: GPN
sector: Industrials
industry: Specialty Business Services
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-04-14
disclosure_date: 2026-05-08
trade_direction: buy
scored_at: 2026-07-13T02:18:15.070568+00:00
engine_version: 1.2.0
company_name: Global Payments Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_type": "contract", "composite_score": 72.1, "event_summary": "to OSHKOSH DEFENSE LLC | $79,740"}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "ALERT Act"}, {"event_id": "hr8421-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "SERVE Act"}, {"event_id": "SUB_2026-04-22_D26P000591", "event_type": "contract", "composite_score": 60.89, "event_summary": "to HOWMET AEROSPACE INC. | $70,951"}, {"event_id": "SUB_2026-04-23_MASI0-MAT0038098", "event_type": "contract", "composite_score": 59.88, "event_summary": "to OSHKOSH DEFENSE LLC | $147,594"}]


correlation_id: rollup__quiver_2026-04-14_S000168_VOYG
correlation_type: rollup
trade_id: quiver_2026-04-14_S000168_VOYG
bioguide_id: S000168
member_name: Maria Elvira Salazar
party: R
chamber: House
ticker: VOYG
sector: Industrials
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-04-14
disclosure_date: 2026-05-08
trade_direction: buy
scored_at: 2026-07-13T02:18:15.071934+00:00
engine_version: 1.2.0
company_name: Voyager Technologies, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_type": "contract", "composite_score": 72.1, "event_summary": "to OSHKOSH DEFENSE LLC | $79,740"}, {"event_id": "hres1179-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "Condemning attacks on civilians in Sudan and calling for an end to external support to the warring parties and for efforts to promote a negotiated settlement of the war."}, {"event_id": "hr8283-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "Deterring American AI Model Theft Act of 2026"}, {"event_id": "SUB_2026-04-22_D26P000591", "event_type": "contract", "composite_score": 68.79, "event_summary": "to HOWMET AEROSPACE INC. | $70,951"}, {"event_id": "SUB_2026-04-23_L26P000242", "event_type": "contract", "composite_score": 67.78, "event_summary": "to TEXTRON AVIATION INC | $61,510"}]


correlation_id: rollup__quiver_2026-04-14_C001123_MSFT
correlation_type: rollup
trade_id: quiver_2026-04-14_C001123_MSFT
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: MSFT
sector: Information Technology
industry: Systems Software
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-04-14
disclosure_date: 2026-05-08
trade_direction: sell
scored_at: 2026-07-13T02:18:15.074326+00:00
engine_version: 1.2.0
company_name: Microsoft Corporation
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7613-119", "event_type": "bill", "composite_score": 71.39, "event_summary": "ALERT Act"}, {"event_id": "hr8421-119", "event_type": "bill", "composite_score": 63.03, "event_summary": "SERVE Act"}, {"event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_type": "contract", "composite_score": 57.52, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451"}, {"event_id": "hr8563-119", "event_type": "bill", "composite_score": 56.8, "event_summary": "Investing in the American Dream Act"}, {"event_id": "hres1243-119", "event_type": "bill", "composite_score": 55.51, "event_summary": "Recognizing the significance of Asian American, Native Hawaiian, and Pacific Islander Heritage Month as an important time to celebrate the significant contributions of Asian Americans, Native Hawaiian"}]


correlation_id: rollup__quiver_2026-04-14_C001123_CTSH
correlation_type: rollup
trade_id: quiver_2026-04-14_C001123_CTSH
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: CTSH
sector: Information Technology
industry: IT Consulting & Other Services
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-04-14
disclosure_date: 2026-05-08
trade_direction: sell
scored_at: 2026-07-13T02:18:15.076706+00:00
engine_version: 1.2.0
company_name: Cognizant Technology Solutions Corporation
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7613-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "ALERT Act"}, {"event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_type": "contract", "composite_score": 64.36, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451"}, {"event_id": "hr8421-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "SERVE Act"}, {"event_id": "hr8563-119", "event_type": "bill", "composite_score": 55.75, "event_summary": "Investing in the American Dream Act"}, {"event_id": "hres1243-119", "event_type": "bill", "composite_score": 54.46, "event_summary": "Recognizing the significance of Asian American, Native Hawaiian, and Pacific Islander Heritage Month as an important time to celebrate the significant contributions of Asian Americans, Native Hawaiian"}]


correlation_id: rollup__quiver_2026-04-14_C001123_VRSK
correlation_type: rollup
trade_id: quiver_2026-04-14_C001123_VRSK
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: VRSK
sector: Industrials
industry: Research & Consulting Services
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-04-14
disclosure_date: 2026-05-08
trade_direction: sell
scored_at: 2026-07-13T02:18:15.084986+00:00
engine_version: 1.2.0
company_name: Verisk Analytics, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_type": "contract", "composite_score": 72.1, "event_summary": "to OSHKOSH DEFENSE LLC | $79,740"}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "ALERT Act"}, {"event_id": "SUB_2026-04-30_KBRWYLE-NASA-SITSS", "event_type": "contract", "composite_score": 62.36, "event_summary": "to KBR WYLE SERVICES, LLC | $16,007"}, {"event_id": "hr8421-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "SERVE Act"}, {"event_id": "SUB_2026-04-22_D26P000591", "event_type": "contract", "composite_score": 60.89, "event_summary": "to HOWMET AEROSPACE INC. | $70,951"}]


correlation_id: rollup__quiver_2026-04-15_M001239_NVDA
correlation_type: rollup
trade_id: quiver_2026-04-15_M001239_NVDA
bioguide_id: M001239
member_name: John Mcguire
party: R
chamber: House
ticker: NVDA
sector: Information Technology
industry: Semiconductors
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-04-15
disclosure_date: 2026-05-13
trade_direction: buy
scored_at: 2026-07-14T01:18:08.784829+00:00
engine_version: 1.2.0
company_name: NVIDIA Corporation
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr5058-119", "event_type": "bill", "composite_score": 72.1, "event_summary": "To designate the facility of the United States Postal Service located at 46164 Westlake Drive in Sterling, Virginia, as the Firefighter Trevor Brown Post Office Building."}, {"event_id": "hr6317-119", "event_type": "bill", "composite_score": 72.1, "event_summary": "To designate the facility of the United States Postal Service located at 12109 New Kent Highway in New Kent, Virginia, as the Patricia Paige Post Office."}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 72.1, "event_summary": "ALERT Act"}, {"event_id": "hr8332-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "Special Operations Forces Concealed Carry Act"}, {"event_id": "hres1199-119", "event_type": "bill", "composite_score": 64.39, "event_summary": "Recognizing linemen, the profession of linemen, the contributions of these brave men and women who protect public safety, and expressing support for the designation of April 18, 2026, as \"National Lin"}]


correlation_id: rollup__quiver_2026-04-15_K000398_NVT
correlation_type: rollup
trade_id: quiver_2026-04-15_K000398_NVT
bioguide_id: K000398
member_name: Thomas H. Kean Jr
party: R
chamber: House
ticker: NVT
sector: Industrials
industry: Electrical Equipment & Parts
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-04-15
disclosure_date: 2026-05-22
trade_direction: sell
scored_at: 2026-07-14T01:18:08.788443+00:00
engine_version: 1.2.0
company_name: nVent Electric plc
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7613-119", "event_type": "bill", "composite_score": 79.47, "event_summary": "ALERT Act"}, {"event_id": "hr1431-119", "event_type": "bill", "composite_score": 79.47, "event_summary": "To designate the facility of the United States Postal Service located at 2407 State Route 71, Suite 1, in Spring Lake, New Jersey, as the James J. Howard Post Office."}, {"event_id": "hr8326-119", "event_type": "bill", "composite_score": 77.7, "event_summary": "To designate the facility of the United States Postal Service located at 16 Rev Dr Martin Luther King Jr Drive in Willingboro, New Jersey, as the \"James A. Cotten Post Office\"."}, {"event_id": "hres1199-119", "event_type": "bill", "composite_score": 71.76, "event_summary": "Recognizing linemen, the profession of linemen, the contributions of these brave men and women who protect public safety, and expressing support for the designation of April 18, 2026, as \"National Lin"}, {"event_id": "SUB_2026-04-22_D26P000591", "event_type": "contract", "composite_score": 69.35, "event_summary": "to HOWMET AEROSPACE INC. | $70,951"}]

ml_shap_top3_distill:
[{"contribution": 7.6272, "factor": "timing_raw"}, {"contribution": 5.8103, "factor": "disclosure_lag_raw"}, {"contribution": 4.7309, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0231, "factor": "timing_raw"}, {"contribution": 0.0136, "factor": "jurisdiction_raw"}, {"contribution": 0.0135, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-04-15_A000372_AMP
correlation_type: rollup
trade_id: quiver_2026-04-15_A000372_AMP
bioguide_id: A000372
member_name: Richard W. Allen
party: R
chamber: House
ticker: AMP
sector: Financial Services
industry: Asset Management
transaction_type: sale_partial
amount_range: 50001.0
transaction_date: 2026-04-15
disclosure_date: 2026-06-05
trade_direction: sell
scored_at: 2026-07-14T01:18:08.788898+00:00
engine_version: 1.2.0
company_name: Ameriprise Financial, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-21_MASI0-MAT0038066", "event_type": "contract", "composite_score": 76.83, "event_summary": "to CHARIOT DEFENSE, INC. | $80,000"}, {"event_id": "SUB_2026-05-13_D26P000792", "event_type": "contract", "composite_score": 71.14, "event_summary": "to AVIATRIX INC | $124,760"}, {"event_id": "SUB_2026-04-27_5500371963", "event_type": "contract", "composite_score": 70.92, "event_summary": "to BMT AEROSPACE USA, INC | $947,232"}, {"event_id": "SUB_2026-04-27_550037189U1", "event_type": "contract", "composite_score": 70.92, "event_summary": "to BMT AEROSPACE USA, INC | $335,551"}, {"event_id": "SUB_2026-05-14_MSA #82024 / TO 80", "event_type": "contract", "composite_score": 70.89, "event_summary": "to EFR ENVIRONMENTAL SERVICES INC. | $47,250"}]

ml_shap_top3_distill:
[{"contribution": 8.5444, "factor": "disclosure_lag_raw"}, {"contribution": 4.6164, "factor": "jurisdiction_raw"}, {"contribution": 1.8137, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0525, "factor": "disclosure_lag_raw"}, {"contribution": -0.0382, "factor": "timing_raw"}, {"contribution": 0.0149, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-04-16_A000372_SPGI
correlation_type: rollup
trade_id: quiver_2026-04-16_A000372_SPGI
bioguide_id: A000372
member_name: Richard W. Allen
party: R
chamber: House
ticker: SPGI
sector: Financial Services
industry: Financial Data & Stock Exchanges
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-04-16
disclosure_date: 2026-06-05
trade_direction: sell
scored_at: 2026-07-15T02:28:32.981213+00:00
engine_version: 1.2.0
company_name: S&P Global Inc.
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-21_MASI0-MAT0038066", "event_type": "contract", "composite_score": 75.97, "event_summary": "to CHARIOT DEFENSE, INC. | $80,000"}, {"event_id": "SUB_2026-04-27_5500371963", "event_type": "contract", "composite_score": 69.64, "event_summary": "to BMT AEROSPACE USA, INC | $947,232"}, {"event_id": "SUB_2026-04-27_550037189U1", "event_type": "contract", "composite_score": 69.64, "event_summary": "to BMT AEROSPACE USA, INC | $335,551"}, {"event_id": "SUB_2026-05-04_PO26-02730", "event_type": "contract", "composite_score": 64.92, "event_summary": "to CUBIC DIGITAL INTELLIGENCE INC | $46,742"}, {"event_id": "SUB_2026-05-13_D26P000792", "event_type": "contract", "composite_score": 61.41, "event_summary": "to AVIATRIX INC | $124,760"}]

ml_shap_top3_distill:
[{"contribution": 8.6558, "factor": "disclosure_lag_raw"}, {"contribution": 4.4709, "factor": "jurisdiction_raw"}, {"contribution": 1.2343, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0567, "factor": "disclosure_lag_raw"}, {"contribution": 0.0303, "factor": "timing_raw"}, {"contribution": 0.0201, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-04-16_A000372_PG
correlation_type: rollup
trade_id: quiver_2026-04-16_A000372_PG
bioguide_id: A000372
member_name: Richard W. Allen
party: R
chamber: House
ticker: PG
sector: Consumer Staples
industry: Household Products
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-04-16
disclosure_date: 2026-06-05
trade_direction: sell
scored_at: 2026-07-15T02:28:32.981307+00:00
engine_version: 1.2.0
company_name: The Procter & Gamble Company
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-17_GNS-USPTO-BOSS-IDE AWARD", "event_type": "contract", "composite_score": 63.49, "event_summary": "to GOVERNMENT NETWORK SOLUTIONS, INC. | $91,280"}, {"event_id": "hr7462-119", "event_type": "bill", "composite_score": 42.91, "event_summary": "Farmers’ AID Relief Act"}, {"event_id": "hr7195-119", "event_type": "bill", "composite_score": 42.91, "event_summary": "Timber Harvesters, Haulers, and Landowners Market Disruptions Relief Act"}]

ml_shap_top3_distill:
[{"contribution": -14.2204, "factor": "jurisdiction_raw"}, {"contribution": 9.313, "factor": "disclosure_lag_raw"}, {"contribution": 9.0392, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0445, "factor": "disclosure_lag_raw"}, {"contribution": -0.0269, "factor": "jurisdiction_raw"}, {"contribution": -0.0092, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-04-16_A000372_INTU
correlation_type: rollup
trade_id: quiver_2026-04-16_A000372_INTU
bioguide_id: A000372
member_name: Richard W. Allen
party: R
chamber: House
ticker: INTU
sector: Technology
industry: Software - Application
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-04-16
disclosure_date: 2026-06-05
trade_direction: sell
scored_at: 2026-07-15T02:28:32.981881+00:00
engine_version: 1.2.0
company_name: Intuit Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-24_5500364295", "event_type": "contract", "composite_score": 72.48, "event_summary": "to LEGGETT & PLATT AEROSPACE MIDDLETOWN, LLC | $443,259"}, {"event_id": "SUB_2026-04-29_2601523", "event_type": "contract", "composite_score": 68.05, "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,137"}, {"event_id": "SUB_2026-04-30_P-00042974", "event_type": "contract", "composite_score": 67.33, "event_summary": "to CDW GOVERNMENT LLC | $46,374"}, {"event_id": "SUB_2026-04-13_2601262", "event_type": "contract", "composite_score": 62.97, "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,910"}, {"event_id": "SUB_2026-04-13_2601264", "event_type": "contract", "composite_score": 62.97, "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $44,676"}]

ml_shap_top3_distill:
[{"contribution": 8.0148, "factor": "disclosure_lag_raw"}, {"contribution": 4.868, "factor": "jurisdiction_raw"}, {"contribution": -4.5486, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": -0.043, "factor": "timing_raw"}, {"contribution": 0.0385, "factor": "disclosure_lag_raw"}, {"contribution": 0.0154, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-04-16_M001232_TDG
correlation_type: rollup
trade_id: quiver_2026-04-16_M001232_TDG
bioguide_id: M001232
member_name: April Mcclain Delaney
party: D
chamber: House
ticker: TDG
sector: Industrials
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-04-16
disclosure_date: 2026-05-06
trade_direction: buy
scored_at: 2026-07-15T02:28:32.980489+00:00
engine_version: 1.2.0
company_name: TransDigm Group Incorporated
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-22_D26P000591", "event_type": "contract", "composite_score": 72.09, "event_summary": "to HOWMET AEROSPACE INC. | $70,951"}, {"event_id": "SUB_2026-04-23_L26P000242", "event_type": "contract", "composite_score": 70.93, "event_summary": "to TEXTRON AVIATION INC | $61,510"}, {"event_id": "SUB_2026-04-29_D26P000645", "event_type": "contract", "composite_score": 65.41, "event_summary": "to THE BOEING COMPANY | $130,791"}, {"event_id": "SUB_2026-04-23_MASI0-MAT0038098", "event_type": "contract", "composite_score": 63.03, "event_summary": "to OSHKOSH DEFENSE LLC | $147,594"}, {"event_id": "hres1213-119", "event_type": "bill", "composite_score": 63.03, "event_summary": "Supporting the recognition of April 2026 as \"National County Government Month\" to honor the county government workforce, educate residents about local programs and services, and celebrate the county g"}]

ml_shap_top3_distill:
[{"contribution": 11.9891, "factor": "jurisdiction_raw"}, {"contribution": 1.289, "factor": "trade_before_event_raw"}, {"contribution": -0.9817, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0539, "factor": "jurisdiction_raw"}, {"contribution": -0.0131, "factor": "amount_raw"}, {"contribution": -0.0093, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-04-16_A000372_ABT
correlation_type: rollup
trade_id: quiver_2026-04-16_A000372_ABT
bioguide_id: A000372
member_name: Richard W. Allen
party: R
chamber: House
ticker: ABT
sector: Health Care
industry: Health Care Equipment
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-04-16
disclosure_date: 2026-06-05
trade_direction: sell
scored_at: 2026-07-15T02:28:32.980829+00:00
engine_version: 1.2.0
company_name: Abbott Laboratories
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8476-119", "event_type": "bill", "composite_score": 73.56, "event_summary": "No Antisemitism in Education Act of 2026"}, {"event_id": "hr8304-119", "event_type": "bill", "composite_score": 66.15, "event_summary": "CREATES Act"}, {"event_id": "hr8743-119", "event_type": "bill", "composite_score": 61.7, "event_summary": "SMART Kids Act"}, {"event_id": "hr8781-119", "event_type": "bill", "composite_score": 61.41, "event_summary": "Title IX Clarification Act of 2026"}, {"event_id": "hr8791-119", "event_type": "bill", "composite_score": 61.41, "event_summary": "IGNITE HBCU Excellence Act"}]

ml_shap_top3_distill:
[{"contribution": 8.0307, "factor": "disclosure_lag_raw"}, {"contribution": 5.3873, "factor": "jurisdiction_raw"}, {"contribution": 1.28, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0433, "factor": "timing_raw"}, {"contribution": 0.0386, "factor": "disclosure_lag_raw"}, {"contribution": 0.0154, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-04-17_S001199_FULT
correlation_type: rollup
trade_id: quiver_2026-04-17_S001199_FULT
bioguide_id: S001199
member_name: Lloyd K. Smucker
party: R
chamber: House
ticker: FULT
sector: Financial Services
industry: Banks - Regional
transaction_type: sale_partial
amount_range: 100001.0
transaction_date: 2026-04-17
disclosure_date: 2026-04-30
trade_direction: sell
scored_at: 2026-07-16T02:28:05.885533+00:00
engine_version: 1.2.0
company_name: Fulton Financial Corporation
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-27_5500371963", "event_type": "contract", "composite_score": 72.1, "event_summary": "to BMT AEROSPACE USA, INC | $947,232"}, {"event_id": "SUB_2026-04-27_550037189U1", "event_type": "contract", "composite_score": 72.1, "event_summary": "to BMT AEROSPACE USA, INC | $335,551"}, {"event_id": "SUB_2026-04-21_MASI0-MAT0038066", "event_type": "contract", "composite_score": 70.99, "event_summary": "to CHARIOT DEFENSE, INC. | $80,000"}, {"event_id": "SUB_2026-05-04_PO26-02730", "event_type": "contract", "composite_score": 59.14, "event_summary": "to CUBIC DIGITAL INTELLIGENCE INC | $46,742"}, {"event_id": "SUB_2026-05-13_D26P000792", "event_type": "contract", "composite_score": 55.38, "event_summary": "to AVIATRIX INC | $124,760"}]

ml_shap_top3_distill:
[{"contribution": 12.0164, "factor": "jurisdiction_raw"}, {"contribution": -5.4582, "factor": "timing_raw"}, {"contribution": 2.4662, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0536, "factor": "jurisdiction_raw"}, {"contribution": -0.0298, "factor": "amount_raw"}, {"contribution": 0.0078, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-04-17_S000168_MSFT
correlation_type: rollup
trade_id: quiver_2026-04-17_S000168_MSFT
bioguide_id: S000168
member_name: Maria Elvira Salazar
party: R
chamber: House
ticker: MSFT
sector: Information Technology
industry: Systems Software
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-04-17
disclosure_date: 2026-05-08
trade_direction: buy
scored_at: 2026-07-16T02:28:05.886372+00:00
engine_version: 1.2.0
company_name: Microsoft Corporation
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1196-119", "event_type": "bill", "composite_score": 68.21, "event_summary": "Recognizing April as Cancer Prevention and Early Detection Month."}, {"event_id": "hr8419-119", "event_type": "bill", "composite_score": 66.78, "event_summary": "To designate the facility of the United States Postal Service located at 3255 Northwest 94th Avenue in Coral Springs, Florida, as the \"Nancy Metayer Post Office Building\"."}, {"event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_type": "contract", "composite_score": 59.99, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451"}, {"event_id": "hr8545-119", "event_type": "bill", "composite_score": 59.11, "event_summary": "Access to Donor Milk Act of 2026"}, {"event_id": "hres1257-119", "event_type": "bill", "composite_score": 54.93, "event_summary": "Expressing support for the designation of May 5, 2026, as the \"National Day of Awareness for Missing and Murdered Indigenous Women and Girls\"."}]

ml_shap_top3_car:
[{"contribution": 0.0106, "factor": "jurisdiction_raw"}, {"contribution": -0.0097, "factor": "timing_raw"}, {"contribution": 0.0031, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-04-17_S000168_AMGN
correlation_type: rollup
trade_id: quiver_2026-04-17_S000168_AMGN
bioguide_id: S000168
member_name: Maria Elvira Salazar
party: R
chamber: House
ticker: AMGN
sector: Health Care
industry: Biotechnology
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-04-17
disclosure_date: 2026-05-08
trade_direction: sell
scored_at: 2026-07-16T02:28:05.886900+00:00
engine_version: 1.2.0
company_name: Amgen Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1196-119", "event_type": "bill", "composite_score": 68.21, "event_summary": "Recognizing April as Cancer Prevention and Early Detection Month."}, {"event_id": "hr8545-119", "event_type": "bill", "composite_score": 59.11, "event_summary": "Access to Donor Milk Act of 2026"}, {"event_id": "hres1270-119", "event_type": "bill", "composite_score": 53.41, "event_summary": "Expressing support for the designation of July 15, 2026, as \"Glioblastoma Awareness Day\"."}, {"event_id": "hr8274-119", "event_type": "bill", "composite_score": 52.44, "event_summary": "Improving Retirement Security for Family Caregivers Act of 2026"}, {"event_id": "hr8273-119", "event_type": "bill", "composite_score": 52.44, "event_summary": "Catching Up Family Caregivers Act of 2026"}]


correlation_id: rollup__quiver_2026-04-17_C001047_AAPL
correlation_type: rollup
trade_id: quiver_2026-04-17_C001047_AAPL
bioguide_id: C001047
member_name: Shelley Moore Capito
party: R
chamber: Senate
ticker: AAPL
sector: Information Technology
industry: Technology Hardware, Storage & Peripherals
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-04-17
disclosure_date: 2026-05-07
trade_direction: sell
scored_at: 2026-07-16T02:28:05.887413+00:00
engine_version: 1.2.0
company_name: Apple Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_type": "contract", "composite_score": 58.94, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451"}, {"event_id": "s4394-119", "event_type": "bill", "composite_score": 58.94, "event_summary": "Promoting Police Leadership Act"}, {"event_id": "s4429-119", "event_type": "bill", "composite_score": 57.23, "event_summary": "Connected Vehicle Security Act of 2026"}, {"event_id": "s4318-119", "event_type": "bill", "composite_score": 54.56, "event_summary": "Breast Cancer Stamp Reauthorization Act"}, {"event_id": "sres668-119", "event_type": "bill", "composite_score": 51.39, "event_summary": "A resolution designating April 2026 as \"Second Chance Month\"."}]

ml_shap_top3_distill:
[{"contribution": -5.7754, "factor": "timing_raw"}, {"contribution": 4.5509, "factor": "jurisdiction_raw"}, {"contribution": 1.715, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0132, "factor": "timing_raw"}, {"contribution": 0.0081, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-04-17_C001047_CEG
correlation_type: rollup
trade_id: quiver_2026-04-17_C001047_CEG
bioguide_id: C001047
member_name: Shelley Moore Capito
party: R
chamber: Senate
ticker: CEG
sector: Utilities
industry: Electric Utilities
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-04-17
disclosure_date: 2026-05-07
trade_direction: sell
scored_at: 2026-07-16T02:28:05.887483+00:00
engine_version: 1.2.0
company_name: Constellation Energy Corporation
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s4538-119", "event_type": "bill", "composite_score": 45.62, "event_summary": "Washington’s Trail—1753 National Historic Trail Feasibility Study Act of 2026"}, {"event_id": "s4096-119", "event_type": "bill", "composite_score": 27.97, "event_summary": "A bill to amend the Consolidated Farm and Rural Development Act to modify provisions relating to rural decentralized water systems grants."}]

ml_shap_top3_distill:
[{"contribution": -15.7452, "factor": "timing_raw"}, {"contribution": 5.7001, "factor": "jurisdiction_raw"}, {"contribution": -4.6749, "factor": "multiple_signals_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0338, "factor": "multiple_signals_raw"}, {"contribution": -0.0222, "factor": "timing_raw"}, {"contribution": -0.0087, "factor": "trade_before_event_raw"}]


correlation_id: rollup__quiver_2026-04-20_S000168_SHW
correlation_type: rollup
trade_id: quiver_2026-04-20_S000168_SHW
bioguide_id: S000168
member_name: Maria Elvira Salazar
party: R
chamber: House
ticker: SHW
sector: Materials
industry: Specialty Chemicals
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-04-20
disclosure_date: 2026-05-08
trade_direction: buy
scored_at: 2026-07-19T02:44:45.603427+00:00
engine_version: 1.2.0
company_name: The Sherwin-Williams Company
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8545-119", "event_type": "bill", "composite_score": 61.95, "event_summary": "Access to Donor Milk Act of 2026"}, {"event_id": "hres1257-119", "event_type": "bill", "composite_score": 56.8, "event_summary": "Expressing support for the designation of May 5, 2026, as the \"National Day of Awareness for Missing and Murdered Indigenous Women and Girls\"."}, {"event_id": "SUB_2026-03-19_02009065-004", "event_type": "contract", "composite_score": 15.5, "event_summary": "to NFG CONSULTING, INC | $365,066"}]

ml_shap_top3_distill:
[{"contribution": 4.7635, "factor": "jurisdiction_raw"}, {"contribution": -4.2326, "factor": "timing_raw"}, {"contribution": 1.7106, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0229, "factor": "timing_raw"}, {"contribution": 0.0097, "factor": "jurisdiction_raw"}, {"contribution": 0.0079, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-04-20_J000309_THC
correlation_type: rollup
trade_id: quiver_2026-04-20_J000309_THC
bioguide_id: J000309
member_name: Jonathan Jackson
party: D
chamber: House
ticker: THC
sector: Healthcare
industry: Medical Care Facilities
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-04-20
disclosure_date: 2026-05-27
trade_direction: sell
scored_at: 2026-07-19T02:44:45.605081+00:00
engine_version: 1.2.0
company_name: Tenet Healthcare Corporation
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8377-119", "event_type": "bill", "composite_score": 62.1, "event_summary": "Stop Deadly Denials Act of 2026"}, {"event_id": "hr8397-119", "event_type": "bill", "composite_score": 60.33, "event_summary": "Protecting Moms and Babies Against Climate Change Act"}, {"event_id": "hr8484-119", "event_type": "bill", "composite_score": 57.16, "event_summary": "Hazard Pay for Health Care Heroes Act"}, {"event_id": "hr8518-119", "event_type": "bill", "composite_score": 51.98, "event_summary": "Domenic and Ed’s Law"}, {"event_id": "hr8541-119", "event_type": "bill", "composite_score": 50.89, "event_summary": "Long-Term Care Workforce Support Act"}]

ml_shap_top3_distill:
[{"contribution": -14.1913, "factor": "jurisdiction_raw"}, {"contribution": 9.5735, "factor": "timing_raw"}, {"contribution": 7.0145, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0285, "factor": "timing_raw"}, {"contribution": -0.0232, "factor": "jurisdiction_raw"}, {"contribution": -0.0065, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-04-20_J000309_SPG
correlation_type: rollup
trade_id: quiver_2026-04-20_J000309_SPG
bioguide_id: J000309
member_name: Jonathan Jackson
party: D
chamber: House
ticker: SPG
sector: Real Estate
industry: REIT - Retail
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-04-20
disclosure_date: 2026-05-27
trade_direction: buy
scored_at: 2026-07-19T02:44:45.605301+00:00
engine_version: 1.2.0
company_name: Simon Property Group, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1249-119", "event_type": "bill", "composite_score": 67.36, "event_summary": "Unhoused Persons Bill of Rights"}, {"event_id": "hr7977-119", "event_type": "bill", "composite_score": 41.1, "event_summary": "Energy Bills Relief Act"}, {"event_id": "SUB_2026-02-19_PS0-1178MT CST", "event_type": "contract", "composite_score": 39.75, "event_summary": "to AGILENT TECHNOLOGIES INC | $32,165"}, {"event_id": "hr7856-119", "event_type": "bill", "composite_score": 39.75, "event_summary": "Fair Housing for Survivors Act of 2026"}, {"event_id": "hr7521-119", "event_type": "bill", "composite_score": 39.75, "event_summary": "United States-Cuba Trade Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": -5.8581, "factor": "timing_raw"}, {"contribution": 5.5001, "factor": "disclosure_lag_raw"}, {"contribution": 4.7168, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0319, "factor": "timing_raw"}, {"contribution": 0.0133, "factor": "jurisdiction_raw"}, {"contribution": -0.0105, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-06-01_G000583_ADC
correlation_type: rollup
trade_id: quiver_2026-06-01_G000583_ADC
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: ADC
sector: Real Estate
industry: REIT - Retail
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-06-01
disclosure_date: 2026-07-07
trade_direction: sell
scored_at: 2026-07-20T02:34:30.055089+00:00
engine_version: 1.2.0
company_name: Agree Realty Corporation
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr2505-119", "event_type": "bill", "composite_score": 67.21, "event_summary": "Block the Use of Transatlantic Technology in Iranian Made Drones Act"}, {"event_id": "hr9400-119", "event_type": "bill", "composite_score": 57.82, "event_summary": "American Rescuers of the Holocaust Congressional Gold Medal Act of 2026"}, {"event_id": "hr9072-119", "event_type": "bill", "composite_score": 57.7, "event_summary": "HOME for Foster Youth Act"}, {"event_id": "hr9028-119", "event_type": "bill", "composite_score": 53.69, "event_summary": "PRC Broker-Dealers and Investment Advisers Moratorium Act"}, {"event_id": "hr1993-119", "event_type": "bill", "composite_score": 48.6, "event_summary": "25th Anniversary of 9/11 Commemorative Coin Act"}]

ml_shap_top3_distill:
[{"contribution": 5.0837, "factor": "disclosure_lag_raw"}, {"contribution": -4.9523, "factor": "timing_raw"}, {"contribution": 4.6961, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0248, "factor": "timing_raw"}, {"contribution": -0.0156, "factor": "disclosure_lag_raw"}, {"contribution": 0.0117, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-06-01_M001232_LYV
correlation_type: rollup
trade_id: quiver_2026-06-01_M001232_LYV
bioguide_id: M001232
member_name: April Mcclain Delaney
party: D
chamber: House
ticker: LYV
sector: Communication Services
industry: Entertainment
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-06-01
disclosure_date: 2026-07-07
trade_direction: sell
scored_at: 2026-07-20T02:34:30.138286+00:00
engine_version: 1.2.0
company_name: Live Nation Entertainment, Inc.
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1342-119", "event_type": "bill", "composite_score": 73.47, "event_summary": "Expressing support for the designation of June 5, 2026, as \"National Gun Violence Awareness Day\" and June 2026 as \"National Gun Violence Awareness Month\"."}, {"event_id": "hr2913-119", "event_type": "bill", "composite_score": 68.3, "event_summary": "Ukraine Support Act"}, {"event_id": "hr9286-119", "event_type": "bill", "composite_score": 65.26, "event_summary": "Broadband Deployment and Economic Impact Study Act of 2026"}, {"event_id": "SUB_2026-06-23_D26P001101", "event_type": "contract", "composite_score": 57.82, "event_summary": "to ADVANCE VISION COMPANY | $95,820"}, {"event_id": "hr8981-119", "event_type": "bill", "composite_score": 48.6, "event_summary": "SCALE Biology Act"}]

ml_shap_top3_distill:
[{"contribution": 5.3624, "factor": "disclosure_lag_raw"}, {"contribution": 4.5446, "factor": "jurisdiction_raw"}, {"contribution": 3.4343, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0151, "factor": "timing_raw"}, {"contribution": 0.0136, "factor": "jurisdiction_raw"}, {"contribution": 0.006, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-06-01_C001120_META
correlation_type: rollup
trade_id: quiver_2026-06-01_C001120_META
bioguide_id: C001120
member_name: Daniel Crenshaw
party: R
chamber: House
ticker: META
sector: Communication Services
industry: Interactive Media & Services
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-06-01
disclosure_date: 2026-07-16
trade_direction: sell
scored_at: 2026-07-20T02:34:30.258330+00:00
engine_version: 1.2.0
company_name: Meta Platforms, Inc.
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9139-119", "event_type": "bill", "composite_score": 77.69, "event_summary": "Medicaid Financing Clarification Act of 2026"}, {"event_id": "hr9232-119", "event_type": "bill", "composite_score": 71.42, "event_summary": "Critical Infrastructure Airspace Defense Act"}, {"event_id": "SUB_2026-06-23_D26P001101", "event_type": "contract", "composite_score": 62.03, "event_summary": "to ADVANCE VISION COMPANY | $95,820"}, {"event_id": "hr8990-119", "event_type": "bill", "composite_score": 52.82, "event_summary": "Protect Domestic Oil and Gas Small Business Act of 2026"}, {"event_id": "hr8400-119", "event_type": "bill", "composite_score": 42.07, "event_summary": "DATA Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": 8.2726, "factor": "disclosure_lag_raw"}, {"contribution": 4.6348, "factor": "jurisdiction_raw"}, {"contribution": 3.7729, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0903, "factor": "disclosure_lag_raw"}, {"contribution": 0.0169, "factor": "timing_raw"}, {"contribution": 0.0157, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-06-01_C001120_AAPL
correlation_type: rollup
trade_id: quiver_2026-06-01_C001120_AAPL
bioguide_id: C001120
member_name: Daniel Crenshaw
party: R
chamber: House
ticker: AAPL
sector: Information Technology
industry: Technology Hardware, Storage & Peripherals
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-06-01
disclosure_date: 2026-07-16
trade_direction: sell
scored_at: 2026-07-20T02:34:30.512821+00:00
engine_version: 1.2.0
company_name: Apple Inc.
severity_tier: high
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr1041-119", "event_type": "bill", "composite_score": 80.86, "event_summary": "Veterans 2nd Amendment Protection Act"}, {"event_id": "hr9139-119", "event_type": "bill", "composite_score": 77.69, "event_summary": "Medicaid Financing Clarification Act of 2026"}, {"event_id": "hr9232-119", "event_type": "bill", "composite_score": 71.42, "event_summary": "Critical Infrastructure Airspace Defense Act"}, {"event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_type": "contract", "composite_score": 60.48, "event_summary": "to ACCENTURE LLP | $2,690,723"}, {"event_id": "hr9547-119", "event_type": "bill", "composite_score": 59.83, "event_summary": "Veterans and Servicemembers PTSD Emerging Treatment Review Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": 8.4805, "factor": "disclosure_lag_raw"}, {"contribution": 6.9456, "factor": "timing_raw"}, {"contribution": 4.7319, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0879, "factor": "disclosure_lag_raw"}, {"contribution": 0.0157, "factor": "jurisdiction_raw"}, {"contribution": 0.0103, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-05-29_C001123_WDAY
correlation_type: rollup
trade_id: quiver_2026-05-29_C001123_WDAY
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: WDAY
sector: Technology
industry: Software - Application
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-05-29
disclosure_date: 2026-06-08
trade_direction: sell
scored_at: 2026-07-20T02:34:30.645867+00:00
engine_version: 1.2.0
company_name: Workday, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-06-14_Z015-CFMS-FALCONWOOD", "event_type": "contract", "composite_score": 63.41, "event_summary": "to FALCONWOOD | $26,101"}, {"event_id": "SUB_2026-05-26_51109238", "event_type": "contract", "composite_score": 52.44, "event_summary": "to CDW GOVERNMENT LLC | $78,975"}, {"event_id": "SUB_2026-06-22_5500364290", "event_type": "contract", "composite_score": 51.82, "event_summary": "to LEGGETT & PLATT AEROSPACE MIDDLETOWN, LLC | $1,649,707"}, {"event_id": "SUB_2026-06-22_5500364298", "event_type": "contract", "composite_score": 51.82, "event_summary": "to LEGGETT & PLATT AEROSPACE MIDDLETOWN, LLC | $274,439"}, {"event_id": "hr9099-119", "event_type": "bill", "composite_score": 48.35, "event_summary": "DHS Release Transparency Act"}]

ml_shap_top3_distill:
[{"contribution": 12.4932, "factor": "jurisdiction_raw"}, {"contribution": -8.8456, "factor": "timing_raw"}, {"contribution": 1.9978, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0603, "factor": "jurisdiction_raw"}, {"contribution": 0.0145, "factor": "timing_raw"}, {"contribution": 0.0084, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-05-29_C001123_TSLA
correlation_type: rollup
trade_id: quiver_2026-05-29_C001123_TSLA
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: TSLA
sector: Consumer Discretionary
industry: Automobile Manufacturers
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-05-29
disclosure_date: 2026-06-08
trade_direction: buy
scored_at: 2026-07-20T02:34:30.727729+00:00
engine_version: 1.2.0
company_name: Tesla, Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr5408-119", "event_type": "bill", "composite_score": 57.23, "event_summary": "Faster Labor Contracts Act"}, {"event_id": "hr9414-119", "event_type": "bill", "composite_score": 50.43, "event_summary": "Pell Grant Preservation and Expansion Act of 2026"}, {"event_id": "hr8654-119", "event_type": "bill", "composite_score": 34.66, "event_summary": "Afterschool for All Act"}, {"event_id": "hr8563-119", "event_type": "bill", "composite_score": 33.08, "event_summary": "Investing in the American Dream Act"}, {"event_id": "hr7968-119", "event_type": "bill", "composite_score": 31.32, "event_summary": "Small AI Innovators Empowerment Act"}]

ml_shap_top3_car:
[{"contribution": -0.0135, "factor": "timing_raw"}, {"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0072, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-05-29_P000197_INTC
correlation_type: rollup
trade_id: quiver_2026-05-29_P000197_INTC
bioguide_id: P000197
member_name: Nancy Pelosi
party: D
chamber: House
ticker: INTC
sector: Information Technology
industry: Semiconductors
transaction_type: purchase
amount_range: 1000001.0
transaction_date: 2026-05-29
disclosure_date: 2026-06-23
trade_direction: buy
scored_at: 2026-07-20T02:34:30.882976+00:00
engine_version: 1.2.0
company_name: Intel Corporation
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9270-119", "event_type": "bill", "composite_score": 64.89, "event_summary": "Dignity and Due Process for Children Act of 2026"}, {"event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_type": "contract", "composite_score": 62.99, "event_summary": "to ACCENTURE LLP | $2,690,723"}, {"event_id": "hres1380-119", "event_type": "bill", "composite_score": 58.85, "event_summary": "Commemorating 50 years of women at the service academies."}, {"event_id": "hr8945-119", "event_type": "bill", "composite_score": 52.54, "event_summary": "To designate the facility of the United States Postal Service located at 86-014 Farrington Highway in Wai'anae, Hawai'i, as the \"U.S. Representative Colleen Hanabusa Post Office Building\"."}, {"event_id": "hr8914-119", "event_type": "bill", "composite_score": 52.54, "event_summary": "No Taxpayer-Funded Settlement Slush Funds Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": -7.205, "factor": "timing_raw"}, {"contribution": 4.9158, "factor": "jurisdiction_raw"}, {"contribution": 4.3565, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0191, "factor": "timing_raw"}, {"contribution": 0.0167, "factor": "jurisdiction_raw"}, {"contribution": 0.0089, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-05-29_P000197_UBER
correlation_type: rollup
trade_id: quiver_2026-05-29_P000197_UBER
bioguide_id: P000197
member_name: Nancy Pelosi
party: D
chamber: House
ticker: UBER
sector: Technology
industry: Software - Application
transaction_type: purchase
amount_range: 500001.0
transaction_date: 2026-05-29
disclosure_date: 2026-06-23
trade_direction: buy
scored_at: 2026-07-20T02:34:30.972180+00:00
engine_version: 1.2.0
company_name: Uber Technologies, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-06-14_Z015-CFMS-FALCONWOOD", "event_type": "contract", "composite_score": 69.73, "event_summary": "to FALCONWOOD | $26,101"}, {"event_id": "SUB_2026-05-26_51109238", "event_type": "contract", "composite_score": 58.76, "event_summary": "to CDW GOVERNMENT LLC | $78,975"}, {"event_id": "SUB_2026-06-22_5500364290", "event_type": "contract", "composite_score": 58.14, "event_summary": "to LEGGETT & PLATT AEROSPACE MIDDLETOWN, LLC | $1,649,707"}, {"event_id": "SUB_2026-06-22_5500364298", "event_type": "contract", "composite_score": 58.14, "event_summary": "to LEGGETT & PLATT AEROSPACE MIDDLETOWN, LLC | $274,439"}, {"event_id": "hr9270-119", "event_type": "bill", "composite_score": 45.41, "event_summary": "Dignity and Due Process for Children Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": 12.1344, "factor": "jurisdiction_raw"}, {"contribution": -8.4675, "factor": "timing_raw"}, {"contribution": 3.7801, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0524, "factor": "jurisdiction_raw"}, {"contribution": 0.0277, "factor": "timing_raw"}, {"contribution": -0.0194, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-05-28_M001245_PINS
correlation_type: rollup
trade_id: quiver_2026-05-28_M001245_PINS
bioguide_id: M001245
member_name: Christian D. Menefee
party: D
chamber: House
ticker: PINS
sector: Communication Services
industry: Internet Content & Information
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-05-28
disclosure_date: 2026-06-01
trade_direction: sell
scored_at: 2026-07-20T02:34:31.094552+00:00
engine_version: 1.2.0
company_name: Pinterest, Inc.
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1342-119", "event_type": "bill", "composite_score": 63.03, "event_summary": "Expressing support for the designation of June 5, 2026, as \"National Gun Violence Awareness Day\" and June 2026 as \"National Gun Violence Awareness Month\"."}, {"event_id": "hres1361-119", "event_type": "bill", "composite_score": 56.8, "event_summary": "Expressing support for the recognition of July 3 through July 10, 2026, as \"National Extreme Heat Awareness Week\", a national event educating the public on the dangers of extreme heat and the risks of"}, {"event_id": "hres1375-119", "event_type": "bill", "composite_score": 52.97, "event_summary": "Reaffirming the importance of the United States promoting the safety, health, and well-being of refugees and displaced persons in the United States and around the world."}, {"event_id": "SUB_2026-06-23_D26P001101", "event_type": "contract", "composite_score": 51.17, "event_summary": "to ADVANCE VISION COMPANY | $95,820"}, {"event_id": "hr9432-119", "event_type": "bill", "composite_score": 50.88, "event_summary": "LIFT the BAR Act"}]

ml_shap_top3_car:
[{"contribution": -0.0233, "factor": "timing_raw"}, {"contribution": 0.0097, "factor": "jurisdiction_raw"}, {"contribution": 0.0079, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-05-28_S001211_TCNNF
correlation_type: rollup
trade_id: quiver_2026-05-28_S001211_TCNNF
bioguide_id: S001211
member_name: Greg Stanton
party: D
chamber: House
ticker: TCNNF
transaction_type: sale_partial
amount_range: 100001.0
transaction_date: 2026-05-28
disclosure_date: 2026-06-26
trade_direction: sell
scored_at: 2026-07-20T02:34:31.365325+00:00
engine_version: 1.2.0
company_name: Trulieve Cannabis Corporation
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7037-119", "event_type": "bill", "composite_score": 44.08, "event_summary": "Developing Overseas Mineral Investments and New Allied Networks for Critical Energies Act"}, {"event_id": "hr9250-119", "event_type": "bill", "composite_score": 43.31, "event_summary": "Great American Outdoors Act 250"}, {"event_id": "hr9301-119", "event_type": "bill", "composite_score": 42.59, "event_summary": "Extreme Heat Congressional Advisory Commission Act"}, {"event_id": "hr9285-119", "event_type": "bill", "composite_score": 42.59, "event_summary": "Heat Emergency Assessment and Tracking using AI Act"}, {"event_id": "hres1361-119", "event_type": "bill", "composite_score": 42.59, "event_summary": "Expressing support for the recognition of July 3 through July 10, 2026, as \"National Extreme Heat Awareness Week\", a national event educating the public on the dangers of extreme heat and the risks of"}]

ml_shap_top3_distill:
[{"contribution": -13.3413, "factor": "jurisdiction_raw"}, {"contribution": -3.1993, "factor": "timing_raw"}, {"contribution": 2.1449, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0223, "factor": "amount_raw"}, {"contribution": -0.0176, "factor": "jurisdiction_raw"}, {"contribution": 0.0101, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-05-27_M000934_GOOG
correlation_type: rollup
trade_id: quiver_2026-05-27_M000934_GOOG
bioguide_id: M000934
member_name: Jerry Moran
party: R
chamber: Senate
ticker: GOOG
sector: Communication Services
industry: Internet Content & Information
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-05-27
disclosure_date: 2026-06-25
trade_direction: sell
scored_at: 2026-07-20T02:34:31.504239+00:00
engine_version: 1.2.0
company_name: Alphabet Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "sres774-119", "event_type": "bill", "composite_score": 51.92, "event_summary": "A resolution designating June as \"National Annuity Awareness Month\"."}, {"event_id": "SUB_2026-06-23_D26P001101", "event_type": "contract", "composite_score": 49.83, "event_summary": "to ADVANCE VISION COMPANY | $95,820"}, {"event_id": "s4909-119", "event_type": "bill", "composite_score": 49.56, "event_summary": "Artemis II Congressional Gold Medal Act"}, {"event_id": "sres727-119", "event_type": "bill", "composite_score": 39.98, "event_summary": "A resolution supporting the designation of May 29, 2026, as \"Mental Health Awareness in Agriculture Day\" to raise awareness around mental health in the agricultural industry and workforce and to conti"}, {"event_id": "s4429-119", "event_type": "bill", "composite_score": 33.79, "event_summary": "Connected Vehicle Security Act of 2026"}]

ml_shap_top3_car:
[{"contribution": 0.0068, "factor": "jurisdiction_raw"}, {"contribution": 0.0068, "factor": "disclosure_lag_raw"}, {"contribution": 0.0062, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-06-04_M001239_DELL
correlation_type: rollup
trade_id: quiver_2026-06-04_M001239_DELL
bioguide_id: M001239
member_name: John Mcguire
party: R
chamber: House
ticker: DELL
sector: Information Technology
industry: Technology Hardware, Storage & Peripherals
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-06-04
disclosure_date: 2026-06-10
trade_direction: sell
scored_at: 2026-07-20T02:34:28.655366+00:00
engine_version: 1.2.0
company_name: Dell Technologies Inc.
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9214-119", "event_type": "bill", "composite_score": 64.39, "event_summary": "TSP Modernization Act"}, {"event_id": "hr9237-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "Take Care of America’s Veterans Act"}, {"event_id": "hres1335-119", "event_type": "bill", "composite_score": 54.56, "event_summary": "Condemning actors seeking to defraud the United States Government, and expressing the sense of the House of Representatives that governmentwide fraud and improper payment prevention reforms will meani"}, {"event_id": "hres1382-119", "event_type": "bill", "composite_score": 52.36, "event_summary": "Celebrating the historic anniversary of the June 24, 2022, decision of the Supreme Court of the United States in Dobbs v. Jackson Women's Health Organization."}, {"event_id": "hr9522-119", "event_type": "bill", "composite_score": 50.43, "event_summary": "National Patriot Day Remembrance Flag Act"}]


correlation_id: rollup__quiver_2026-06-04_B001236_UNH
correlation_type: rollup
trade_id: quiver_2026-06-04_B001236_UNH
bioguide_id: B001236
member_name: John Boozman
party: R
chamber: Senate
ticker: UNH
sector: Health Care
industry: Managed Health Care
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-06-04
disclosure_date: 2026-07-13
trade_direction: buy
scored_at: 2026-07-20T02:34:28.808024+00:00
engine_version: 1.2.0
company_name: UnitedHealth Group Incorporated
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s4624-119", "event_type": "bill", "composite_score": 49.46, "event_summary": "Medicare Access to Radiology Care Act of 2026"}, {"event_id": "s4528-119", "event_type": "bill", "composite_score": 45.62, "event_summary": "IGNITE HBCU Excellence Act"}, {"event_id": "s4487-119", "event_type": "bill", "composite_score": 44.47, "event_summary": "Veterans’ Compensation Cost-of-Living Adjustment Act of 2026"}, {"event_id": "s4202-119", "event_type": "bill", "composite_score": 40.8, "event_summary": "Mental Health Access and Provider Support Act of 2026"}, {"event_id": "s4233-119", "event_type": "bill", "composite_score": 40.8, "event_summary": "Save Struggling Hospitals Act"}]

ml_shap_top3_distill:
[{"contribution": -12.251, "factor": "trade_before_event_raw"}, {"contribution": -7.9345, "factor": "timing_raw"}, {"contribution": 6.3145, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0171, "factor": "jurisdiction_raw"}, {"contribution": -0.015, "factor": "timing_raw"}, {"contribution": 0.0144, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-06-02_S000168_CRM
correlation_type: rollup
trade_id: quiver_2026-06-02_S000168_CRM
bioguide_id: S000168
member_name: Maria Elvira Salazar
party: R
chamber: House
ticker: CRM
sector: Information Technology
industry: Application Software
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-06-02
disclosure_date: 2026-07-07
trade_direction: buy
scored_at: 2026-07-20T02:34:28.926399+00:00
engine_version: 1.2.0
company_name: Salesforce, Inc.
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9094-119", "event_type": "bill", "composite_score": 78.42, "event_summary": "Florida Freeze Disaster Assistance Act of 2026"}, {"event_id": "hr9214-119", "event_type": "bill", "composite_score": 68.3, "event_summary": "TSP Modernization Act"}, {"event_id": "hres1350-119", "event_type": "bill", "composite_score": 68.3, "event_summary": "Expressing support of the goal of celebrating a \"National Day of Honor and Respect\" in conjunction with \"Constitution Day and Citizenship Day\"."}, {"event_id": "hr9211-119", "event_type": "bill", "composite_score": 68.3, "event_summary": "Jewish American Security Act"}, {"event_id": "hr9052-119", "event_type": "bill", "composite_score": 56.27, "event_summary": "Small Business Workforce Pipeline Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": 7.5108, "factor": "timing_raw"}, {"contribution": 4.836, "factor": "disclosure_lag_raw"}, {"contribution": 4.7843, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0317, "factor": "timing_raw"}, {"contribution": 0.015, "factor": "jurisdiction_raw"}, {"contribution": 0.0073, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-06-02_M001232_LYV
correlation_type: rollup
trade_id: quiver_2026-06-02_M001232_LYV
bioguide_id: M001232
member_name: April Mcclain Delaney
party: D
chamber: House
ticker: LYV
sector: Communication Services
industry: Entertainment
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-06-02
disclosure_date: 2026-07-07
trade_direction: sell
scored_at: 2026-07-20T02:34:29.003455+00:00
engine_version: 1.2.0
company_name: Live Nation Entertainment, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1342-119", "event_type": "bill", "composite_score": 73.96, "event_summary": "Expressing support for the designation of June 5, 2026, as \"National Gun Violence Awareness Day\" and June 2026 as \"National Gun Violence Awareness Month\"."}, {"event_id": "hr2913-119", "event_type": "bill", "composite_score": 68.41, "event_summary": "Ukraine Support Act"}, {"event_id": "hr9286-119", "event_type": "bill", "composite_score": 65.15, "event_summary": "Broadband Deployment and Economic Impact Study Act of 2026"}, {"event_id": "SUB_2026-06-23_D26P001101", "event_type": "contract", "composite_score": 57.18, "event_summary": "to ADVANCE VISION COMPANY | $95,820"}, {"event_id": "hr8981-119", "event_type": "bill", "composite_score": 46.73, "event_summary": "SCALE Biology Act"}]

ml_shap_top3_distill:
[{"contribution": 6.7773, "factor": "timing_raw"}, {"contribution": 5.117, "factor": "disclosure_lag_raw"}, {"contribution": 4.6038, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0136, "factor": "jurisdiction_raw"}, {"contribution": 0.0025, "factor": "timing_raw"}, {"contribution": 0.0024, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-06-02_S000168_BIIB
correlation_type: rollup
trade_id: quiver_2026-06-02_S000168_BIIB
bioguide_id: S000168
member_name: Maria Elvira Salazar
party: R
chamber: House
ticker: BIIB
sector: Healthcare
industry: Drug Manufacturers - General
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-06-02
disclosure_date: 2026-07-07
trade_direction: sell
scored_at: 2026-07-20T02:34:29.090463+00:00
engine_version: 1.2.0
company_name: Biogen Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9094-119", "event_type": "bill", "composite_score": 59.99, "event_summary": "Florida Freeze Disaster Assistance Act of 2026"}, {"event_id": "SUB_2026-05-28_ISPACE-SWES-BTS-APEIS-MOD 2", "event_type": "contract", "composite_score": 54.94, "event_summary": "to ISPACE, INC. | $44,824"}, {"event_id": "hr9211-119", "event_type": "bill", "composite_score": 49.87, "event_summary": "Jewish American Security Act"}, {"event_id": "SUB_2026-05-21_24-0829-024", "event_type": "contract", "composite_score": 47.78, "event_summary": "to CERTIFIED AIR BALANCE CO INC | $109,280"}, {"event_id": "SUB_2026-03-20_42HAL00174", "event_type": "contract", "composite_score": 37.64, "event_summary": "to ANIXTER INC | $56,901"}]

ml_shap_top3_distill:
[{"contribution": -14.0048, "factor": "jurisdiction_raw"}, {"contribution": 9.2692, "factor": "timing_raw"}, {"contribution": 6.306, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0313, "factor": "timing_raw"}, {"contribution": -0.0232, "factor": "jurisdiction_raw"}, {"contribution": -0.0089, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-06-02_K000398_GOOGL
correlation_type: rollup
trade_id: quiver_2026-06-02_K000398_GOOGL
bioguide_id: K000398
member_name: Thomas H. Kean Jr
party: R
chamber: House
ticker: GOOGL
sector: Communication Services
industry: Interactive Media & Services
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-06-02
disclosure_date: 2026-07-15
trade_direction: sell
scored_at: 2026-07-20T02:34:29.187440+00:00
engine_version: 1.2.0
company_name: Alphabet Inc.
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-06-23_D26P001101", "event_type": "contract", "composite_score": 62.45, "event_summary": "to ADVANCE VISION COMPANY | $95,820"}, {"event_id": "hr9061-119", "event_type": "bill", "composite_score": 60.48, "event_summary": "PREEMPT Act"}, {"event_id": "hr9578-119", "event_type": "bill", "composite_score": 59.6, "event_summary": "Spot the Fakes Act"}, {"event_id": "hr8857-119", "event_type": "bill", "composite_score": 48.1, "event_summary": "Next GEN Act of 2026"}, {"event_id": "hr8776-119", "event_type": "bill", "composite_score": 47.12, "event_summary": "Officer Wellness and Peer Support Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": -11.1782, "factor": "timing_raw"}, {"contribution": 8.0094, "factor": "disclosure_lag_raw"}, {"contribution": 5.5083, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0726, "factor": "disclosure_lag_raw"}, {"contribution": 0.0125, "factor": "jurisdiction_raw"}, {"contribution": -0.0043, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-06-02_K000398_MSFT
correlation_type: rollup
trade_id: quiver_2026-06-02_K000398_MSFT
bioguide_id: K000398
member_name: Thomas H. Kean Jr
party: R
chamber: House
ticker: MSFT
sector: Information Technology
industry: Systems Software
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-06-02
disclosure_date: 2026-07-15
trade_direction: sell
scored_at: 2026-07-20T02:34:29.307091+00:00
engine_version: 1.2.0
company_name: Microsoft Corporation
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9061-119", "event_type": "bill", "composite_score": 60.48, "event_summary": "PREEMPT Act"}, {"event_id": "hr9578-119", "event_type": "bill", "composite_score": 59.6, "event_summary": "Spot the Fakes Act"}, {"event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_type": "contract", "composite_score": 59.15, "event_summary": "to ACCENTURE LLP | $2,690,723"}, {"event_id": "SUB_2026-06-14_Z015-CFMS-FALCONWOOD", "event_type": "contract", "composite_score": 49.34, "event_summary": "to FALCONWOOD | $26,101"}, {"event_id": "hr8857-119", "event_type": "bill", "composite_score": 48.1, "event_summary": "Next GEN Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": -13.2107, "factor": "trade_before_event_raw"}, {"contribution": 8.0046, "factor": "disclosure_lag_raw"}, {"contribution": 4.5803, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0902, "factor": "disclosure_lag_raw"}, {"contribution": 0.0161, "factor": "timing_raw"}, {"contribution": 0.0144, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-06-02_K000398_JNJ
correlation_type: rollup
trade_id: quiver_2026-06-02_K000398_JNJ
bioguide_id: K000398
member_name: Thomas H. Kean Jr
party: R
chamber: House
ticker: JNJ
sector: Health Care
industry: Pharmaceuticals
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-06-02
disclosure_date: 2026-07-15
trade_direction: sell
scored_at: 2026-07-20T02:34:29.481841+00:00
engine_version: 1.2.0
company_name: Johnson & Johnson
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9061-119", "event_type": "bill", "composite_score": 60.48, "event_summary": "PREEMPT Act"}, {"event_id": "hr9551-119", "event_type": "bill", "composite_score": 60.09, "event_summary": "Mental Health Parity Enforcement and Funding Act"}, {"event_id": "hr9578-119", "event_type": "bill", "composite_score": 59.6, "event_summary": "Spot the Fakes Act"}, {"event_id": "hr8857-119", "event_type": "bill", "composite_score": 48.1, "event_summary": "Next GEN Act of 2026"}, {"event_id": "hres1239-119", "event_type": "bill", "composite_score": 43.21, "event_summary": "Condemning antisemitic hate-filled rhetoric and content disseminated by prominent online personalities, and urging social media platforms and public leaders to denounce and address such conduct."}]

ml_shap_top3_distill:
[{"contribution": -13.2107, "factor": "trade_before_event_raw"}, {"contribution": 8.0046, "factor": "disclosure_lag_raw"}, {"contribution": 4.5803, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0902, "factor": "disclosure_lag_raw"}, {"contribution": 0.0161, "factor": "timing_raw"}, {"contribution": 0.0144, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-06-01_W000798_FSSL
correlation_type: rollup
trade_id: quiver_2026-06-01_W000798_FSSL
bioguide_id: W000798
member_name: Tim Walberg
party: R
chamber: House
ticker: FSSL
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-06-01
disclosure_date: 2026-06-03
trade_direction: sell
scored_at: 2026-07-20T02:34:29.610022+00:00
engine_version: 1.2.0
company_name: FS Specialty Lending Fund
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1334-119", "event_type": "bill", "composite_score": 51.32, "event_summary": "Reaffirming the Nation's commitment to one Nation Under God in the Pledge of Allegiance."}, {"event_id": "hr9250-119", "event_type": "bill", "composite_score": 42.51, "event_summary": "Great American Outdoors Act 250"}, {"event_id": "hr9381-119", "event_type": "bill", "composite_score": 34.55, "event_summary": "AWARE Act"}, {"event_id": "hres1408-119", "event_type": "bill", "composite_score": 31.93, "event_summary": "Recognizing the State of Michigan's contributions to the United States on the occasion of the 250th anniversary of the Union."}, {"event_id": "hres1320-119", "event_type": "bill", "composite_score": 25.8, "event_summary": "Calling upon all Americans on this Memorial Day, 2026, to honor the men and women of the Armed Forces who have died in the pursuit of freedom and peace."}]

ml_shap_top3_distill:
[{"contribution": -14.8843, "factor": "jurisdiction_raw"}, {"contribution": 8.2129, "factor": "timing_raw"}, {"contribution": 1.656, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0115, "factor": "jurisdiction_raw"}, {"contribution": -0.0109, "factor": "timing_raw"}, {"contribution": 0.005, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-06-01_K000398_EQT
correlation_type: rollup
trade_id: quiver_2026-06-01_K000398_EQT
bioguide_id: K000398
member_name: Thomas H. Kean Jr
party: R
chamber: House
ticker: EQT
sector: Energy
industry: Oil & Gas E&P
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-06-01
disclosure_date: 2026-06-18
trade_direction: buy
scored_at: 2026-07-20T02:34:29.770980+00:00
engine_version: 1.2.0
company_name: EQT Corporation
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9250-119", "event_type": "bill", "composite_score": 59.88, "event_summary": "Great American Outdoors Act 250"}, {"event_id": "hr9061-119", "event_type": "bill", "composite_score": 51.39, "event_summary": "PREEMPT Act"}, {"event_id": "hr8857-119", "event_type": "bill", "composite_score": 38.11, "event_summary": "Next GEN Act of 2026"}, {"event_id": "hres1239-119", "event_type": "bill", "composite_score": 32.87, "event_summary": "Condemning antisemitic hate-filled rhetoric and content disseminated by prominent online personalities, and urging social media platforms and public leaders to denounce and address such conduct."}, {"event_id": "hr5334-119", "event_type": "bill", "composite_score": 32.5, "event_summary": "SEED Act"}]

ml_shap_top3_distill:
[{"contribution": -5.7863, "factor": "timing_raw"}, {"contribution": 4.5618, "factor": "jurisdiction_raw"}, {"contribution": 1.715, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0138, "factor": "timing_raw"}, {"contribution": 0.0081, "factor": "jurisdiction_raw"}, {"contribution": 0.0065, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-06-01_M000355_WFC
correlation_type: rollup
trade_id: quiver_2026-06-01_M000355_WFC
bioguide_id: M000355
member_name: A. Mitchell Jr. McConnell
party: R
chamber: Senate
ticker: WFC
sector: Financials
industry: Diversified Banks
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-06-01
disclosure_date: 2026-06-30
trade_direction: buy
scored_at: 2026-07-20T02:34:29.925274+00:00
engine_version: 1.2.0
company_name: Wells Fargo & Company
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-06-16_PO0401229", "event_type": "contract", "composite_score": 36.66, "event_summary": "to KFORCE INC. | $81,224"}, {"event_id": "SUB_2026-05-22_2372", "event_type": "contract", "composite_score": 24.74, "event_summary": "to INTERVIZUM, L.L.C. | $1,655,731"}, {"event_id": "SUB_2026-05-22_3850", "event_type": "contract", "composite_score": 24.74, "event_summary": "to INTERVIZUM, L.L.C. | $781,607"}, {"event_id": "SUB_2026-05-14_MSA #82024 / TO 80", "event_type": "contract", "composite_score": 19.14, "event_summary": "to EFR ENVIRONMENTAL SERVICES INC. | $47,250"}, {"event_id": "SUB_2026-05-13_D26P000792", "event_type": "contract", "composite_score": 18.63, "event_summary": "to AVIATRIX INC | $124,760"}]

ml_shap_top3_distill:
[{"contribution": -15.5511, "factor": "jurisdiction_raw"}, {"contribution": -8.4627, "factor": "timing_raw"}, {"contribution": 2.3202, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0156, "factor": "jurisdiction_raw"}, {"contribution": 0.0087, "factor": "disclosure_lag_raw"}, {"contribution": -0.0077, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-06-16_C001123_VRSK
correlation_type: rollup
trade_id: quiver_2026-06-16_C001123_VRSK
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: VRSK
sector: Industrials
industry: Research & Consulting Services
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-06-16
disclosure_date: 2026-07-02
trade_direction: buy
scored_at: 2026-07-20T02:34:24.568556+00:00
engine_version: 1.2.0
company_name: Verisk Analytics, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9370-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "Protect Local Funding Act"}, {"event_id": "hres1380-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "Commemorating 50 years of women at the service academies."}, {"event_id": "hr9448-119", "event_type": "bill", "composite_score": 60.89, "event_summary": "Federal Workforce Reproductive Rights Protection Act"}, {"event_id": "SUB_2026-07-14_S25-22062-KBR MOD 02", "event_type": "contract", "composite_score": 57.45, "event_summary": "to KBR WYLE SERVICES, LLC | $200,000"}, {"event_id": "SUB_2026-06-29_0000930305", "event_type": "contract", "composite_score": 56.47, "event_summary": "to TTI INC. | $45,176"}]


correlation_id: rollup__quiver_2026-06-16_C001123_STRL
correlation_type: rollup
trade_id: quiver_2026-06-16_C001123_STRL
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: STRL
sector: Industrials
industry: Engineering & Construction
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-06-16
disclosure_date: 2026-07-02
trade_direction: sell
scored_at: 2026-07-20T02:34:24.669971+00:00
engine_version: 1.2.0
company_name: Sterling Infrastructure, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9370-119", "event_type": "bill", "composite_score": 69.74, "event_summary": "Protect Local Funding Act"}, {"event_id": "hres1380-119", "event_type": "bill", "composite_score": 63.03, "event_summary": "Commemorating 50 years of women at the service academies."}, {"event_id": "hr9448-119", "event_type": "bill", "composite_score": 61.95, "event_summary": "Federal Workforce Reproductive Rights Protection Act"}, {"event_id": "SUB_2026-06-29_0000930305", "event_type": "contract", "composite_score": 57.52, "event_summary": "to TTI INC. | $45,176"}, {"event_id": "hr9314-119", "event_type": "bill", "composite_score": 55.62, "event_summary": "DHS Surveillance Technology Moratorium Act of 2026"}]


correlation_id: rollup__quiver_2026-06-16_C001123_MSFT
correlation_type: rollup
trade_id: quiver_2026-06-16_C001123_MSFT
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: MSFT
sector: Information Technology
industry: Systems Software
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-06-16
disclosure_date: 2026-07-02
trade_direction: sell
scored_at: 2026-07-20T02:34:24.671251+00:00
engine_version: 1.2.0
company_name: Microsoft Corporation
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9365-119", "event_type": "bill", "composite_score": 69.74, "event_summary": "HEART Act of 2026"}, {"event_id": "hr9355-119", "event_type": "bill", "composite_score": 69.74, "event_summary": "Don't Settle for Corruption Act"}, {"event_id": "hr9370-119", "event_type": "bill", "composite_score": 69.74, "event_summary": "Protect Local Funding Act"}, {"event_id": "hres1380-119", "event_type": "bill", "composite_score": 63.03, "event_summary": "Commemorating 50 years of women at the service academies."}, {"event_id": "hr9448-119", "event_type": "bill", "composite_score": 61.95, "event_summary": "Federal Workforce Reproductive Rights Protection Act"}]


correlation_id: rollup__quiver_2026-06-16_C001123_CAG
correlation_type: rollup
trade_id: quiver_2026-06-16_C001123_CAG
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: CAG
sector: Consumer Defensive
industry: Packaged Foods
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-06-16
disclosure_date: 2026-07-02
trade_direction: sell
scored_at: 2026-07-20T02:34:24.804588+00:00
engine_version: 1.2.0
company_name: ConAgra Brands, Inc.
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-17_GNS-USPTO-BOSS-IDE AWARD", "event_type": "contract", "composite_score": 28.16, "event_summary": "to GOVERNMENT NETWORK SOLUTIONS, INC. | $91,280"}, {"event_id": "hr7977-119", "event_type": "bill", "composite_score": 9.74, "event_summary": "Energy Bills Relief Act"}]

ml_shap_top3_distill:
[{"contribution": -17.1755, "factor": "timing_raw"}, {"contribution": -11.6849, "factor": "trade_before_event_raw"}, {"contribution": 5.4599, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0336, "factor": "timing_raw"}, {"contribution": 0.0163, "factor": "jurisdiction_raw"}, {"contribution": -0.0155, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-06-16_C001123_ACN
correlation_type: rollup
trade_id: quiver_2026-06-16_C001123_ACN
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: ACN
sector: Information Technology
industry: IT Consulting & Other Services
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-06-16
disclosure_date: 2026-07-02
trade_direction: buy
scored_at: 2026-07-20T02:34:24.921280+00:00
engine_version: 1.2.0
company_name: Accenture plc
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9365-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "HEART Act of 2026"}, {"event_id": "hr9355-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "Don't Settle for Corruption Act"}, {"event_id": "hr9370-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "Protect Local Funding Act"}, {"event_id": "hres1380-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "Commemorating 50 years of women at the service academies."}, {"event_id": "hr9448-119", "event_type": "bill", "composite_score": 60.89, "event_summary": "Federal Workforce Reproductive Rights Protection Act"}]


correlation_id: rollup__quiver_2026-06-15_M001204_SPCX
correlation_type: rollup
trade_id: quiver_2026-06-15_M001204_SPCX
bioguide_id: M001204
member_name: Daniel Meuser
party: R
chamber: House
ticker: SPCX
sector: Industrials
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-06-15
disclosure_date: 2026-07-02
trade_direction: buy
scored_at: 2026-07-20T02:34:25.036309+00:00
engine_version: 1.2.0
company_name: Space Exploration Technologies
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-07-06_L26P001441", "event_type": "contract", "composite_score": 60.87, "event_summary": "to TEXTRON AVIATION INC | $242,610"}, {"event_id": "SUB_2026-07-15_L26P001536", "event_type": "contract", "composite_score": 58.02, "event_summary": "to TEXTRON AVIATION INC | $42,190"}, {"event_id": "SUB_2026-06-29_0000930305", "event_type": "contract", "composite_score": 56.8, "event_summary": "to TTI INC. | $45,176"}, {"event_id": "hr9553-119", "event_type": "bill", "composite_score": 56.14, "event_summary": "Child Care Small Business Insight and Improvement Act of 2026"}, {"event_id": "hr7401-119", "event_type": "bill", "composite_score": 50.61, "event_summary": "Small Business Lending Fraud Prevention Act"}]

ml_shap_top3_distill:
[{"contribution": -11.9597, "factor": "timing_raw"}, {"contribution": 11.7882, "factor": "jurisdiction_raw"}, {"contribution": 1.9634, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0608, "factor": "jurisdiction_raw"}, {"contribution": 0.0106, "factor": "timing_raw"}, {"contribution": -0.0086, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-06-15_T000490_CVX
correlation_type: rollup
trade_id: quiver_2026-06-15_T000490_CVX
bioguide_id: T000490
member_name: David J. Taylor
party: R
chamber: House
ticker: CVX
sector: Energy
industry: Integrated Oil & Gas
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-06-15
disclosure_date: 2026-07-01
trade_direction: buy
scored_at: 2026-07-20T02:34:25.210224+00:00
engine_version: 1.2.0
company_name: Chevron Corporation
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9369-119", "event_type": "bill", "composite_score": 67.16, "event_summary": "GHOSTRUCK Act"}, {"event_id": "hr9387-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "REAL Butter Act"}, {"event_id": "hres1395-119", "event_type": "bill", "composite_score": 55.75, "event_summary": "Support for the designation of the week of June 29 through July 4, 2026, as \"National Tire Safety Week\" in the United States, and supporting the goals and ideals of National Tire Safety Week to educat"}, {"event_id": "SUB_2026-07-13_AV-8000756 CO1", "event_type": "contract", "composite_score": 49.56, "event_summary": "to DIGI-KEY CORP | $40,636"}, {"event_id": "hr9250-119", "event_type": "bill", "composite_score": 48.62, "event_summary": "Great American Outdoors Act 250"}]


correlation_id: rollup__quiver_2026-06-15_S000168_VOYG
correlation_type: rollup
trade_id: quiver_2026-06-15_S000168_VOYG
bioguide_id: S000168
member_name: Maria Elvira Salazar
party: R
chamber: House
ticker: VOYG
sector: Industrials
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-06-15
disclosure_date: 2026-07-07
trade_direction: buy
scored_at: 2026-07-20T02:34:25.290690+00:00
engine_version: 1.2.0
company_name: Voyager Technologies, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-07-06_L26P001441", "event_type": "contract", "composite_score": 60.87, "event_summary": "to TEXTRON AVIATION INC | $242,610"}, {"event_id": "SUB_2026-07-15_L26P001536", "event_type": "contract", "composite_score": 58.02, "event_summary": "to TEXTRON AVIATION INC | $42,190"}, {"event_id": "SUB_2026-06-29_0000930305", "event_type": "contract", "composite_score": 56.8, "event_summary": "to TTI INC. | $45,176"}, {"event_id": "SUB_2026-07-14_S25-22062-KBR MOD 02", "event_type": "contract", "composite_score": 50.36, "event_summary": "to KBR WYLE SERVICES, LLC | $200,000"}, {"event_id": "hr139-119", "event_type": "bill", "composite_score": 50.12, "event_summary": "Sunshine Protection Act of 2025"}]

ml_shap_top3_distill:
[{"contribution": -11.9597, "factor": "timing_raw"}, {"contribution": 11.7882, "factor": "jurisdiction_raw"}, {"contribution": 1.9634, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0608, "factor": "jurisdiction_raw"}, {"contribution": 0.0106, "factor": "timing_raw"}, {"contribution": -0.0086, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-06-15_M001239_SPCX
correlation_type: rollup
trade_id: quiver_2026-06-15_M001239_SPCX
bioguide_id: M001239
member_name: John Mcguire
party: R
chamber: House
ticker: SPCX
sector: Industrials
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-06-15
disclosure_date: 2026-07-08
trade_direction: buy
scored_at: 2026-07-20T02:34:25.292141+00:00
engine_version: 1.2.0
company_name: Space Exploration Technologies
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-07-06_L26P001441", "event_type": "contract", "composite_score": 59.81, "event_summary": "to TEXTRON AVIATION INC | $242,610"}, {"event_id": "hr9473-119", "event_type": "bill", "composite_score": 58.94, "event_summary": "Defenders of Bataan and Corregidor Congressional Gold Medal Act"}, {"event_id": "SUB_2026-07-15_L26P001536", "event_type": "contract", "composite_score": 56.96, "event_summary": "to TEXTRON AVIATION INC | $42,190"}, {"event_id": "SUB_2026-06-29_0000930305", "event_type": "contract", "composite_score": 55.75, "event_summary": "to TTI INC. | $45,176"}, {"event_id": "hr9596-119", "event_type": "bill", "composite_score": 51.92, "event_summary": "Federal Jobs for STARs Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": 11.782, "factor": "jurisdiction_raw"}, {"contribution": -11.7731, "factor": "timing_raw"}, {"contribution": 1.9679, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0409, "factor": "jurisdiction_raw"}, {"contribution": 0.0135, "factor": "timing_raw"}, {"contribution": 0.0069, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-06-12_M001232_LYV
correlation_type: rollup
trade_id: quiver_2026-06-12_M001232_LYV
bioguide_id: M001232
member_name: April Mcclain Delaney
party: D
chamber: House
ticker: LYV
sector: Communication Services
industry: Entertainment
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-06-12
disclosure_date: 2026-07-07
trade_direction: sell
scored_at: 2026-07-20T02:34:25.422031+00:00
engine_version: 1.2.0
company_name: Live Nation Entertainment, Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-06-23_D26P001101", "event_type": "contract", "composite_score": 58.06, "event_summary": "to ADVANCE VISION COMPANY | $95,820"}, {"event_id": "hr9286-119", "event_type": "bill", "composite_score": 54.56, "event_summary": "Broadband Deployment and Economic Impact Study Act of 2026"}, {"event_id": "hr2913-119", "event_type": "bill", "composite_score": 49.95, "event_summary": "Ukraine Support Act"}, {"event_id": "hres1342-119", "event_type": "bill", "composite_score": 45.12, "event_summary": "Expressing support for the designation of June 5, 2026, as \"National Gun Violence Awareness Day\" and June 2026 as \"National Gun Violence Awareness Month\"."}, {"event_id": "hr8981-119", "event_type": "bill", "composite_score": 35.73, "event_summary": "SCALE Biology Act"}]

ml_shap_top3_car:
[{"contribution": -0.0139, "factor": "timing_raw"}, {"contribution": 0.0093, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-06-12_M001218_LHX
correlation_type: rollup
trade_id: quiver_2026-06-12_M001218_LHX
bioguide_id: M001218
member_name: Richard Dean Dr Mccormick
party: R
chamber: House
ticker: LHX
sector: Aerospace & Defense
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-06-12
disclosure_date: 2026-07-09
trade_direction: buy
scored_at: 2026-07-20T02:34:25.554586+00:00
engine_version: 1.2.0
company_name: L3Harris Technologies, Inc.
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-07-06_L26P001441", "event_type": "contract", "composite_score": 58.66, "event_summary": "to TEXTRON AVIATION INC | $242,610"}, {"event_id": "hres1396-119", "event_type": "bill", "composite_score": 53.88, "event_summary": "Expressing support for the designation of the month of June 2026 as \"National Post-Traumatic Stress Awareness Month\" and June 27, 2026, as \"National Post-Traumatic Stress Awareness Day\"."}, {"event_id": "hr9241-119", "event_type": "bill", "composite_score": 52.92, "event_summary": "No Equipment Left Behind Act of 2026"}, {"event_id": "hr9242-119", "event_type": "bill", "composite_score": 52.92, "event_summary": "No American Left Behind Act"}, {"event_id": "SUB_2026-05-21_D26P000865", "event_type": "contract", "composite_score": 43.63, "event_summary": "to THE BOEING COMPANY | $152,929"}]

ml_shap_top3_distill:
[{"contribution": -15.7608, "factor": "timing_raw"}, {"contribution": 12.2421, "factor": "jurisdiction_raw"}, {"contribution": 1.7819, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0457, "factor": "jurisdiction_raw"}, {"contribution": 0.0068, "factor": "disclosure_lag_raw"}, {"contribution": -0.006, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-06-12_M001218_CSCO
correlation_type: rollup
trade_id: quiver_2026-06-12_M001218_CSCO
bioguide_id: M001218
member_name: Richard Dean Dr Mccormick
party: R
chamber: House
ticker: CSCO
sector: Information Technology
industry: Communications Equipment
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-06-12
disclosure_date: 2026-07-09
trade_direction: sell
scored_at: 2026-07-20T02:34:25.666926+00:00
engine_version: 1.2.0
company_name: Cisco Systems, Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9453-119", "event_type": "bill", "composite_score": 56.47, "event_summary": "End EPA Abuse Act of 2026"}, {"event_id": "hr9298-119", "event_type": "bill", "composite_score": 54.56, "event_summary": "Stopping Harmful and Outrageous Torts Act"}, {"event_id": "hres1396-119", "event_type": "bill", "composite_score": 53.88, "event_summary": "Expressing support for the designation of the month of June 2026 as \"National Post-Traumatic Stress Awareness Month\" and June 27, 2026, as \"National Post-Traumatic Stress Awareness Day\"."}, {"event_id": "hr9241-119", "event_type": "bill", "composite_score": 52.92, "event_summary": "No Equipment Left Behind Act of 2026"}, {"event_id": "hr9242-119", "event_type": "bill", "composite_score": 52.92, "event_summary": "No American Left Behind Act"}]


correlation_id: rollup__quiver_2026-06-24_C001123_VLTO
correlation_type: rollup
trade_id: quiver_2026-06-24_C001123_VLTO
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: VLTO
sector: Industrials
industry: Pollution & Treatment Controls
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-06-24
disclosure_date: 2026-07-02
trade_direction: buy
scored_at: 2026-07-20T02:34:22.437428+00:00
engine_version: 1.2.0
company_name: Veralto Corp
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9448-119", "event_type": "bill", "composite_score": 72.1, "event_summary": "Federal Workforce Reproductive Rights Protection Act"}, {"event_id": "SUB_2026-06-29_0000930305", "event_type": "contract", "composite_score": 64.39, "event_summary": "to TTI INC. | $45,176"}, {"event_id": "hres1415-119", "event_type": "bill", "composite_score": 60.89, "event_summary": "Celebrating the country's history of church-state separation and recognizing the 250th anniversary of the founding of the United States."}, {"event_id": "SUB_2026-07-06_L26P001441", "event_type": "contract", "composite_score": 57.23, "event_summary": "to TEXTRON AVIATION INC | $242,610"}, {"event_id": "hres1380-119", "event_type": "bill", "composite_score": 54.56, "event_summary": "Commemorating 50 years of women at the service academies."}]


correlation_id: rollup__quiver_2026-06-24_W000802_AAPL
correlation_type: rollup
trade_id: quiver_2026-06-24_W000802_AAPL
bioguide_id: W000802
member_name: Sheldon Whitehouse
party: D
chamber: Senate
ticker: AAPL
sector: Information Technology
industry: Technology Hardware, Storage & Peripherals
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-06-24
disclosure_date: 2026-07-08
trade_direction: sell
scored_at: 2026-07-20T02:34:22.438435+00:00
engine_version: 1.2.0
company_name: Apple Inc.
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "sres789-119", "event_type": "bill", "composite_score": 73.15, "event_summary": "A resolution recognizing June 2026, as \"LGBTQ Pride Month\"."}, {"event_id": "s4879-119", "event_type": "bill", "composite_score": 73.15, "event_summary": "Let Doctors Provide Reproductive Health Care Act"}, {"event_id": "s4926-119", "event_type": "bill", "composite_score": 73.15, "event_summary": "State Firearms Dealer Licensing Enhancement Act"}, {"event_id": "s4850-119", "event_type": "bill", "composite_score": 53.97, "event_summary": "Diversity Jurisdiction Inflation Adjustment Act"}, {"event_id": "s4946-119", "event_type": "bill", "composite_score": 53.88, "event_summary": "Health and Location Data Protection Act of 2026"}]


correlation_id: rollup__quiver_2026-06-24_K000398_ESAB
correlation_type: rollup
trade_id: quiver_2026-06-24_K000398_ESAB
bioguide_id: K000398
member_name: Thomas H. Kean Jr
party: R
chamber: House
ticker: ESAB
sector: Industrials
industry: Metal Fabrication
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-06-24
disclosure_date: 2026-07-15
trade_direction: buy
scored_at: 2026-07-20T02:34:22.439089+00:00
engine_version: 1.2.0
company_name: ESAB Corporation
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-06-29_0000930305", "event_type": "contract", "composite_score": 64.39, "event_summary": "to TTI INC. | $45,176"}, {"event_id": "SUB_2026-07-06_L26P001441", "event_type": "contract", "composite_score": 57.23, "event_summary": "to TEXTRON AVIATION INC | $242,610"}, {"event_id": "SUB_2026-07-14_S25-22062-KBR MOD 02", "event_type": "contract", "composite_score": 52.36, "event_summary": "to KBR WYLE SERVICES, LLC | $200,000"}, {"event_id": "SUB_2026-07-15_L26P001536", "event_type": "contract", "composite_score": 51.92, "event_summary": "to TEXTRON AVIATION INC | $42,190"}, {"event_id": "SUB_2026-06-10_51114105", "event_type": "contract", "composite_score": 39.98, "event_summary": "to HONEYWELL SECURITY AMERICAS LLC | $118,114"}]


correlation_id: rollup__quiver_2026-06-24_K000398_GOOGL
correlation_type: rollup
trade_id: quiver_2026-06-24_K000398_GOOGL
bioguide_id: K000398
member_name: Thomas H. Kean Jr
party: R
chamber: House
ticker: GOOGL
sector: Communication Services
industry: Interactive Media & Services
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-06-24
disclosure_date: 2026-07-15
trade_direction: sell
scored_at: 2026-07-20T02:34:22.439485+00:00
engine_version: 1.2.0
company_name: Alphabet Inc.
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9578-119", "event_type": "bill", "composite_score": 61.95, "event_summary": "Spot the Fakes Act"}, {"event_id": "SUB_2026-06-23_D26P001101", "event_type": "contract", "composite_score": 55.62, "event_summary": "to ADVANCE VISION COMPANY | $95,820"}, {"event_id": "SUB_2026-07-14_D26P001211", "event_type": "contract", "composite_score": 53.41, "event_summary": "to LIG DEFENSE&AEROSPACE CO., LTD. | $507,510"}, {"event_id": "hr9709-119", "event_type": "bill", "composite_score": 52.97, "event_summary": "To amend title XVIII of the Social Security Act to adjust the applicability of the income related monthly adjustment amount to premiums under part B of Medicare."}, {"event_id": "hr9061-119", "event_type": "bill", "composite_score": 35.4, "event_summary": "PREEMPT Act"}]

ml_shap_top3_distill:
[{"contribution": 4.7635, "factor": "jurisdiction_raw"}, {"contribution": -4.2326, "factor": "timing_raw"}, {"contribution": 1.7106, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0229, "factor": "timing_raw"}, {"contribution": 0.0097, "factor": "jurisdiction_raw"}, {"contribution": 0.0079, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-06-22_K000398_ESAB
correlation_type: rollup
trade_id: quiver_2026-06-22_K000398_ESAB
bioguide_id: K000398
member_name: Thomas H. Kean Jr
party: R
chamber: House
ticker: ESAB
sector: Industrials
industry: Metal Fabrication
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-06-22
disclosure_date: 2026-07-15
trade_direction: buy
scored_at: 2026-07-20T02:34:22.440232+00:00
engine_version: 1.2.0
company_name: ESAB Corporation
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-06-29_0000930305", "event_type": "contract", "composite_score": 61.98, "event_summary": "to TTI INC. | $45,176"}, {"event_id": "SUB_2026-07-06_L26P001441", "event_type": "contract", "composite_score": 55.75, "event_summary": "to TEXTRON AVIATION INC | $242,610"}, {"event_id": "SUB_2026-07-14_S25-22062-KBR MOD 02", "event_type": "contract", "composite_score": 51.5, "event_summary": "to KBR WYLE SERVICES, LLC | $200,000"}, {"event_id": "SUB_2026-07-15_L26P001536", "event_type": "contract", "composite_score": 51.12, "event_summary": "to TEXTRON AVIATION INC | $42,190"}, {"event_id": "SUB_2026-06-10_51114105", "event_type": "contract", "composite_score": 41.46, "event_summary": "to HONEYWELL SECURITY AMERICAS LLC | $118,114"}]


correlation_id: rollup__quiver_2026-06-18_C001123_SPCX
correlation_type: rollup
trade_id: quiver_2026-06-18_C001123_SPCX
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: SPCX
sector: Industrials
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-06-18
disclosure_date: 2026-07-02
trade_direction: buy
scored_at: 2026-07-20T02:34:22.807295+00:00
engine_version: 1.2.0
company_name: Space Exploration Technologies
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9370-119", "event_type": "bill", "composite_score": 72.1, "event_summary": "Protect Local Funding Act"}, {"event_id": "hres1380-119", "event_type": "bill", "composite_score": 64.39, "event_summary": "Commemorating 50 years of women at the service academies."}, {"event_id": "hr9448-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "Federal Workforce Reproductive Rights Protection Act"}, {"event_id": "SUB_2026-07-06_L26P001441", "event_type": "contract", "composite_score": 61.23, "event_summary": "to TEXTRON AVIATION INC | $242,610"}, {"event_id": "SUB_2026-06-29_0000930305", "event_type": "contract", "composite_score": 58.06, "event_summary": "to TTI INC. | $45,176"}]


correlation_id: rollup__quiver_2026-06-18_F000450_ARLP
correlation_type: rollup
trade_id: quiver_2026-06-18_F000450_ARLP
bioguide_id: F000450
member_name: Virginia Foxx
party: R
chamber: House
ticker: ARLP
sector: Energy
industry: Thermal Coal
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-06-18
disclosure_date: 2026-07-10
trade_direction: sell
scored_at: 2026-07-20T02:34:22.931212+00:00
engine_version: 1.2.0
company_name: Alliance Resource Partners, L.P
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-07-13_AV-8000756 CO1", "event_type": "contract", "composite_score": 51.48, "event_summary": "to DIGI-KEY CORP | $40,636"}, {"event_id": "hr9043-119", "event_type": "bill", "composite_score": 36.41, "event_summary": "Sex Trafficking Demand Reduction Act"}, {"event_id": "hr8757-119", "event_type": "bill", "composite_score": 33.08, "event_summary": "Promoting Childhood Independence and Resilience Act of 2026"}, {"event_id": "hres1199-119", "event_type": "bill", "composite_score": 32.38, "event_summary": "Recognizing linemen, the profession of linemen, the contributions of these brave men and women who protect public safety, and expressing support for the designation of April 18, 2026, as \"National Lin"}]

ml_shap_top3_distill:
[{"contribution": -14.4431, "factor": "timing_raw"}, {"contribution": 5.8873, "factor": "jurisdiction_raw"}, {"contribution": 1.7581, "factor": "trade_before_event_raw"}]


correlation_id: rollup__quiver_2026-06-17_G000583_NTDOY
correlation_type: rollup
trade_id: quiver_2026-06-17_G000583_NTDOY
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: NTDOY
sector: Communication Services
industry: Electronic Gaming & Multimedia
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-06-17
disclosure_date: 2026-07-07
trade_direction: sell
scored_at: 2026-07-20T02:34:23.048692+00:00
engine_version: 1.2.0
company_name: Nintendo Co., Ltd.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9349-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "Voting Systems Protection Act"}, {"event_id": "SUB_2026-06-23_D26P001101", "event_type": "contract", "composite_score": 63.14, "event_summary": "to ADVANCE VISION COMPANY | $95,820"}, {"event_id": "hr9401-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "Latonya Reeves Freedom Act of 2026"}, {"event_id": "hr9546-119", "event_type": "bill", "composite_score": 56.47, "event_summary": "Cloud Security Act"}, {"event_id": "hr9561-119", "event_type": "bill", "composite_score": 56.47, "event_summary": "Shandra Eisenga TB Study Act of 2026"}]


correlation_id: rollup__quiver_2026-06-16_V000139_IBM
correlation_type: rollup
trade_id: quiver_2026-06-16_V000139_IBM
bioguide_id: V000139
member_name: Matthew Robert Van Epps
party: R
chamber: House
ticker: IBM
sector: Information Technology
industry: IT Consulting & Other Services
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-06-16
disclosure_date: 2026-06-17
trade_direction: sell
scored_at: 2026-07-20T02:34:23.217640+00:00
engine_version: 1.2.0
company_name: International Business Machines Corporation
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9589-119", "event_type": "bill", "composite_score": 54.46, "event_summary": "Declaration of Independence Reaffirmation Act of 2026"}, {"event_id": "hr8770-119", "event_type": "bill", "composite_score": 49.56, "event_summary": "SAFEGUARDS Act of 2026"}, {"event_id": "hr8168-119", "event_type": "bill", "composite_score": 49.56, "event_summary": "Major Non-NATO Ally Terror Threat Assessment Act"}, {"event_id": "hr9307-119", "event_type": "bill", "composite_score": 48.62, "event_summary": "Web of Biological Data Act of 2026"}, {"event_id": "hr9232-119", "event_type": "bill", "composite_score": 46.21, "event_summary": "Critical Infrastructure Airspace Defense Act"}]


correlation_id: rollup__quiver_2026-06-08_T000278_MA
correlation_type: rollup
trade_id: quiver_2026-06-08_T000278_MA
bioguide_id: T000278
member_name: Tommy Tuberville
party: R
chamber: Senate
ticker: MA
sector: Financial Services
industry: Credit Services
transaction_type: sale_full
amount_range: 15001.0
transaction_date: 2026-06-08
disclosure_date: 2026-07-16
trade_direction: sell
scored_at: 2026-07-20T02:34:27.306054+00:00
engine_version: 1.2.0
company_name: Mastercard Incorporated
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-06-16_PO0401229", "event_type": "contract", "composite_score": 70.37, "event_summary": "to KFORCE INC. | $81,224"}, {"event_id": "SUB_2026-05-22_2372", "event_type": "contract", "composite_score": 47.59, "event_summary": "to INTERVIZUM, L.L.C. | $1,655,731"}, {"event_id": "SUB_2026-05-22_3850", "event_type": "contract", "composite_score": 47.59, "event_summary": "to INTERVIZUM, L.L.C. | $781,607"}, {"event_id": "SUB_2026-05-14_MSA #82024 / TO 80", "event_type": "contract", "composite_score": 44.14, "event_summary": "to EFR ENVIRONMENTAL SERVICES INC. | $47,250"}, {"event_id": "SUB_2026-05-13_D26P000792", "event_type": "contract", "composite_score": 43.82, "event_summary": "to AVIATRIX INC | $124,760"}]

ml_shap_top3_distill:
[{"contribution": 5.6028, "factor": "disclosure_lag_raw"}, {"contribution": 4.8456, "factor": "jurisdiction_raw"}, {"contribution": -4.7636, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0748, "factor": "disclosure_lag_raw"}, {"contribution": -0.0477, "factor": "timing_raw"}, {"contribution": -0.0165, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-06-08_T000278_LMT
correlation_type: rollup
trade_id: quiver_2026-06-08_T000278_LMT
bioguide_id: T000278
member_name: Tommy Tuberville
party: R
chamber: Senate
ticker: LMT
sector: Aerospace & Defense
industry: Aerospace & Defense
transaction_type: sale_full
amount_range: 15001.0
transaction_date: 2026-06-08
disclosure_date: 2026-07-16
trade_direction: sell
scored_at: 2026-07-20T02:34:27.469437+00:00
engine_version: 1.2.0
company_name: Lockheed Martin Corporation
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-07-06_L26P001441", "event_type": "contract", "composite_score": 66.93, "event_summary": "to TEXTRON AVIATION INC | $242,610"}, {"event_id": "SUB_2026-05-21_D26P000865", "event_type": "contract", "composite_score": 54.94, "event_summary": "to THE BOEING COMPANY | $152,929"}, {"event_id": "SUB_2026-04-29_D26P000645", "event_type": "contract", "composite_score": 49.03, "event_summary": "to THE BOEING COMPANY | $130,791"}, {"event_id": "SUB_2026-03-27_D26P000437", "event_type": "contract", "composite_score": 48.7, "event_summary": "to THE BOEING COMPANY | $262,452"}, {"event_id": "SUB_2026-03-18_L-20260770773", "event_type": "contract", "composite_score": 48.7, "event_summary": "to THE BOEING COMPANY | $128,134"}]

ml_shap_top3_distill:
[{"contribution": -17.687, "factor": "timing_raw"}, {"contribution": 11.0729, "factor": "jurisdiction_raw"}, {"contribution": 4.9603, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0587, "factor": "jurisdiction_raw"}, {"contribution": -0.0402, "factor": "disclosure_lag_raw"}, {"contribution": -0.0139, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-06-08_T000278_CSX
correlation_type: rollup
trade_id: quiver_2026-06-08_T000278_CSX
bioguide_id: T000278
member_name: Tommy Tuberville
party: R
chamber: Senate
ticker: CSX
sector: Industrials
industry: Railroads
transaction_type: sale_full
amount_range: 15001.0
transaction_date: 2026-06-08
disclosure_date: 2026-07-16
trade_direction: sell
scored_at: 2026-07-20T02:34:27.602264+00:00
engine_version: 1.2.0
company_name: CSX Corporation
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-06-09_5500375959", "event_type": "contract", "composite_score": 79.81, "event_summary": "to TRIANGLE ENGINEERING CORP. | $389,508"}, {"event_id": "SUB_2026-06-10_51114105", "event_type": "contract", "composite_score": 78.17, "event_summary": "to HONEYWELL SECURITY AMERICAS LLC | $118,114"}, {"event_id": "SUB_2026-06-29_0000930305", "event_type": "contract", "composite_score": 61.39, "event_summary": "to TTI INC. | $45,176"}, {"event_id": "SUB_2026-07-06_L26P001441", "event_type": "contract", "composite_score": 59.03, "event_summary": "to TEXTRON AVIATION INC | $242,610"}, {"event_id": "SUB_2026-05-21_D26P000865", "event_type": "contract", "composite_score": 47.04, "event_summary": "to THE BOEING COMPANY | $152,929"}]

ml_shap_top3_distill:
[{"contribution": 7.2707, "factor": "timing_raw"}, {"contribution": 6.4551, "factor": "disclosure_lag_raw"}, {"contribution": 4.8134, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0609, "factor": "disclosure_lag_raw"}, {"contribution": 0.0142, "factor": "jurisdiction_raw"}, {"contribution": -0.0107, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-06-08_T000278_PFE
correlation_type: rollup
trade_id: quiver_2026-06-08_T000278_PFE
bioguide_id: T000278
member_name: Tommy Tuberville
party: R
chamber: Senate
ticker: PFE
sector: Health Care
industry: Pharmaceuticals
transaction_type: sale_full
amount_range: 15001.0
transaction_date: 2026-06-08
disclosure_date: 2026-07-16
trade_direction: sell
scored_at: 2026-07-20T02:34:27.741791+00:00
engine_version: 1.2.0
company_name: Pfizer Inc.
severity_tier: high
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s4698-119", "event_type": "bill", "composite_score": 81.57, "event_summary": "Right to Try for Individualized Treatments Act"}, {"event_id": "s4925-119", "event_type": "bill", "composite_score": 63.94, "event_summary": "Stop the Sexualization of Children Act"}, {"event_id": "s4692-119", "event_type": "bill", "composite_score": 59.43, "event_summary": "Homeopathic Drug Product Safety, Quality, and Transparency Act"}, {"event_id": "s4531-119", "event_type": "bill", "composite_score": 44.14, "event_summary": "Student Aid Fraud Oversight and Accountability Act of 2026"}, {"event_id": "s4427-119", "event_type": "bill", "composite_score": 41.13, "event_summary": "Heat Workforce Standards Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": 7.9535, "factor": "timing_raw"}, {"contribution": 6.3965, "factor": "disclosure_lag_raw"}, {"contribution": 4.9022, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0572, "factor": "disclosure_lag_raw"}, {"contribution": 0.0152, "factor": "timing_raw"}, {"contribution": 0.015, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-06-05_C001123_WDAY
correlation_type: rollup
trade_id: quiver_2026-06-05_C001123_WDAY
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: WDAY
sector: Technology
industry: Software - Application
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-06-05
disclosure_date: 2026-07-02
trade_direction: sell
scored_at: 2026-07-20T02:34:27.854485+00:00
engine_version: 1.2.0
company_name: Workday, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-06-14_Z015-CFMS-FALCONWOOD", "event_type": "contract", "composite_score": 68.83, "event_summary": "to FALCONWOOD | $26,101"}, {"event_id": "SUB_2026-06-22_5500364290", "event_type": "contract", "composite_score": 54.93, "event_summary": "to LEGGETT & PLATT AEROSPACE MIDDLETOWN, LLC | $1,649,707"}, {"event_id": "SUB_2026-06-22_5500364298", "event_type": "contract", "composite_score": 54.93, "event_summary": "to LEGGETT & PLATT AEROSPACE MIDDLETOWN, LLC | $274,439"}, {"event_id": "hr9210-119", "event_type": "bill", "composite_score": 48.35, "event_summary": "BLANCHE Act of 2026"}, {"event_id": "hres1357-119", "event_type": "bill", "composite_score": 45.77, "event_summary": "Acknowledging and apologizing for the mistreatment of, and discrimination against, lesbian, gay, bisexual, and transgender individuals who served the United States in the uniformed services, the Forei"}]

ml_shap_top3_distill:
[{"contribution": 11.6503, "factor": "jurisdiction_raw"}, {"contribution": -5.9165, "factor": "timing_raw"}, {"contribution": 1.7968, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0615, "factor": "jurisdiction_raw"}, {"contribution": -0.0173, "factor": "timing_raw"}, {"contribution": -0.0136, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-06-05_C001123_AAPL
correlation_type: rollup
trade_id: quiver_2026-06-05_C001123_AAPL
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: AAPL
sector: Information Technology
industry: Technology Hardware, Storage & Peripherals
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-06-05
disclosure_date: 2026-07-02
trade_direction: buy
scored_at: 2026-07-20T02:34:28.106022+00:00
engine_version: 1.2.0
company_name: Apple Inc.
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9210-119", "event_type": "bill", "composite_score": 65.72, "event_summary": "BLANCHE Act of 2026"}, {"event_id": "hres1357-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "Acknowledging and apologizing for the mistreatment of, and discrimination against, lesbian, gay, bisexual, and transgender individuals who served the United States in the uniformed services, the Forei"}, {"event_id": "hr9314-119", "event_type": "bill", "composite_score": 58.94, "event_summary": "DHS Surveillance Technology Moratorium Act of 2026"}, {"event_id": "hr9365-119", "event_type": "bill", "composite_score": 56.47, "event_summary": "HEART Act of 2026"}, {"event_id": "hr9355-119", "event_type": "bill", "composite_score": 56.47, "event_summary": "Don't Settle for Corruption Act"}]


correlation_id: rollup__quiver_2026-06-04_M001236_T
correlation_type: rollup
trade_id: quiver_2026-06-04_M001236_T
bioguide_id: M001236
member_name: Tim Moore
party: R
chamber: House
ticker: T
sector: Communication Services
industry: Integrated Telecommunication Services
transaction_type: purchase
amount_range: 50001.0
transaction_date: 2026-06-04
disclosure_date: 2026-06-05
trade_direction: buy
scored_at: 2026-07-20T02:34:28.439956+00:00
engine_version: 1.2.0
company_name: AT&T Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9193-119", "event_type": "bill", "composite_score": 68.88, "event_summary": "Powering the Future of American Space Dominance Act"}, {"event_id": "hr9197-119", "event_type": "bill", "composite_score": 68.88, "event_summary": "Advancing Research in Nuclear Fuel Recycling Act"}, {"event_id": "SUB_2026-06-23_D26P001101", "event_type": "contract", "composite_score": 55.99, "event_summary": "to ADVANCE VISION COMPANY | $95,820"}, {"event_id": "hr9521-119", "event_type": "bill", "composite_score": 53.59, "event_summary": "Broadband Infrastructure Extension Act"}, {"event_id": "hr9535-119", "event_type": "bill", "composite_score": 53.28, "event_summary": "Securing Agriculture's Workforce Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": 4.9483, "factor": "jurisdiction_raw"}, {"contribution": 3.1092, "factor": "timing_raw"}, {"contribution": 2.1562, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0111, "factor": "timing_raw"}, {"contribution": 0.01, "factor": "jurisdiction_raw"}, {"contribution": -0.007, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-06-04_L000566_FMAO
correlation_type: rollup
trade_id: quiver_2026-06-04_L000566_FMAO
bioguide_id: L000566
member_name: Robert E. Latta
party: R
chamber: House
ticker: FMAO
sector: Financial Services
industry: Banks - Regional
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-06-04
disclosure_date: 2026-06-05
trade_direction: buy
scored_at: 2026-07-20T02:34:28.557983+00:00
engine_version: 1.2.0
company_name: Farmers & Merchants Bancorp, In
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-06-16_PO0401229", "event_type": "contract", "composite_score": 58.29, "event_summary": "to KFORCE INC. | $81,224"}, {"event_id": "SUB_2026-05-22_2372", "event_type": "contract", "composite_score": 41.75, "event_summary": "to INTERVIZUM, L.L.C. | $1,655,731"}, {"event_id": "SUB_2026-05-22_3850", "event_type": "contract", "composite_score": 41.75, "event_summary": "to INTERVIZUM, L.L.C. | $781,607"}, {"event_id": "SUB_2026-04-27_5500371963", "event_type": "contract", "composite_score": 40.85, "event_summary": "to BMT AEROSPACE USA, INC | $947,232"}, {"event_id": "SUB_2026-04-27_550037189U1", "event_type": "contract", "composite_score": 40.85, "event_summary": "to BMT AEROSPACE USA, INC | $335,551"}]

ml_shap_top3_distill:
[{"contribution": -7.397, "factor": "timing_raw"}, {"contribution": 4.5302, "factor": "jurisdiction_raw"}, {"contribution": 1.7463, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0142, "factor": "jurisdiction_raw"}, {"contribution": -0.0119, "factor": "timing_raw"}, {"contribution": 0.0079, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-06-30_C001123_CBZ
correlation_type: rollup
trade_id: quiver_2026-06-30_C001123_CBZ
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: CBZ
sector: Industrials
industry: Specialty Business Services
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-06-30
disclosure_date: 2026-07-02
trade_direction: sell
scored_at: 2026-07-20T02:34:22.427792+00:00
engine_version: 1.2.0
company_name: CBIZ, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1415-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "Celebrating the country's history of church-state separation and recognizing the 250th anniversary of the founding of the United States."}, {"event_id": "SUB_2026-07-06_L26P001441", "event_type": "contract", "composite_score": 63.14, "event_summary": "to TEXTRON AVIATION INC | $242,610"}, {"event_id": "hr3350-119", "event_type": "bill", "composite_score": 56.47, "event_summary": "To designate the facility of the United States Postal Service located at 340 East 1st Street in Tustin, California, as the \"Ursula Ellen Kennedy Post Office Building\"."}, {"event_id": "hr4662-119", "event_type": "bill", "composite_score": 56.47, "event_summary": "To designate the facility of the United States Postal Service located at 6444 San Fernando Road in Glendale, California, as the \"Paul Ignatius Post Office\"."}, {"event_id": "SUB_2026-07-14_S25-22062-KBR MOD 02", "event_type": "contract", "composite_score": 55.75, "event_summary": "to KBR WYLE SERVICES, LLC | $200,000"}]


correlation_id: rollup__quiver_2026-06-30_C001123_CDRE
correlation_type: rollup
trade_id: quiver_2026-06-30_C001123_CDRE
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: CDRE
sector: Industrials
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-06-30
disclosure_date: 2026-07-02
trade_direction: buy
scored_at: 2026-07-20T02:34:22.428803+00:00
engine_version: 1.2.0
company_name: Cadre Holdings, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-07-06_L26P001441", "event_type": "contract", "composite_score": 71.04, "event_summary": "to TEXTRON AVIATION INC | $242,610"}, {"event_id": "hres1415-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "Celebrating the country's history of church-state separation and recognizing the 250th anniversary of the founding of the United States."}, {"event_id": "SUB_2026-07-15_L26P001536", "event_type": "contract", "composite_score": 62.98, "event_summary": "to TEXTRON AVIATION INC | $42,190"}, {"event_id": "hr3350-119", "event_type": "bill", "composite_score": 56.47, "event_summary": "To designate the facility of the United States Postal Service located at 340 East 1st Street in Tustin, California, as the \"Ursula Ellen Kennedy Post Office Building\"."}, {"event_id": "hr4662-119", "event_type": "bill", "composite_score": 56.47, "event_summary": "To designate the facility of the United States Postal Service located at 6444 San Fernando Road in Glendale, California, as the \"Paul Ignatius Post Office\"."}]

ml_shap_top3_distill:
[{"contribution": 11.9491, "factor": "jurisdiction_raw"}, {"contribution": 1.2934, "factor": "trade_before_event_raw"}, {"contribution": -1.0173, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0315, "factor": "jurisdiction_raw"}, {"contribution": 0.0137, "factor": "amount_raw"}, {"contribution": 0.0073, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-06-30_C001123_AGX
correlation_type: rollup
trade_id: quiver_2026-06-30_C001123_AGX
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: AGX
sector: Industrials
industry: Engineering & Construction
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-06-30
disclosure_date: 2026-07-02
trade_direction: buy
scored_at: 2026-07-20T02:34:22.429795+00:00
engine_version: 1.2.0
company_name: Argan, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1415-119", "event_type": "bill", "composite_score": 69.74, "event_summary": "Celebrating the country's history of church-state separation and recognizing the 250th anniversary of the founding of the United States."}, {"event_id": "SUB_2026-07-06_L26P001441", "event_type": "contract", "composite_score": 64.2, "event_summary": "to TEXTRON AVIATION INC | $242,610"}, {"event_id": "hr3350-119", "event_type": "bill", "composite_score": 57.52, "event_summary": "To designate the facility of the United States Postal Service located at 340 East 1st Street in Tustin, California, as the \"Ursula Ellen Kennedy Post Office Building\"."}, {"event_id": "hr4662-119", "event_type": "bill", "composite_score": 57.52, "event_summary": "To designate the facility of the United States Postal Service located at 6444 San Fernando Road in Glendale, California, as the \"Paul Ignatius Post Office\"."}, {"event_id": "SUB_2026-07-14_S25-22062-KBR MOD 02", "event_type": "contract", "composite_score": 56.8, "event_summary": "to KBR WYLE SERVICES, LLC | $200,000"}]


correlation_id: rollup__quiver_2026-06-30_W000802_NVDA
correlation_type: rollup
trade_id: quiver_2026-06-30_W000802_NVDA
bioguide_id: W000802
member_name: Sheldon Whitehouse
party: D
chamber: Senate
ticker: NVDA
sector: Information Technology
industry: Semiconductors
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-06-30
disclosure_date: 2026-07-08
trade_direction: sell
scored_at: 2026-07-20T02:34:22.430768+00:00
engine_version: 1.2.0
company_name: NVIDIA Corporation
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s4946-119", "event_type": "bill", "composite_score": 57.52, "event_summary": "Health and Location Data Protection Act of 2026"}, {"event_id": "s4972-119", "event_type": "bill", "composite_score": 56.8, "event_summary": "Medical Bankruptcy Fairness Act of 2026"}, {"event_id": "s5018-119", "event_type": "bill", "composite_score": 55.51, "event_summary": "A bill to approve certain requests for a major disaster declaration, and for other purposes."}, {"event_id": "sres789-119", "event_type": "bill", "composite_score": 48.43, "event_summary": "A resolution recognizing June 2026, as \"LGBTQ Pride Month\"."}, {"event_id": "s4879-119", "event_type": "bill", "composite_score": 48.43, "event_summary": "Let Doctors Provide Reproductive Health Care Act"}]

ml_shap_top3_distill:
[{"contribution": -7.7035, "factor": "timing_raw"}, {"contribution": 4.8183, "factor": "jurisdiction_raw"}, {"contribution": 1.735, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": 0.0107, "factor": "amount_raw"}, {"contribution": 0.0078, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-06-29_D000624_HONAV
correlation_type: rollup
trade_id: quiver_2026-06-29_D000624_HONAV
bioguide_id: D000624
member_name: Debbie Dingell
party: D
chamber: House
ticker: HONAV
transaction_type: exchange
amount_range: 15001.0
transaction_date: 2026-06-29
disclosure_date: 2026-07-15
trade_direction: buy
scored_at: 2026-07-20T02:34:22.434560+00:00
engine_version: 1.2.0
company_name: Honeywell Aerospace Inc.
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1397-119", "event_type": "bill", "composite_score": 71.149, "event_summary": "Expressing support for the designation of June 28, 2026, as \"Community is Stronger than Cancer Day\"."}, {"event_id": "hres1395-119", "event_type": "bill", "composite_score": 71.149, "event_summary": "Support for the designation of the week of June 29 through July 4, 2026, as \"National Tire Safety Week\" in the United States, and supporting the goals and ideals of National Tire Safety Week to educat"}, {"event_id": "hres1408-119", "event_type": "bill", "composite_score": 68.848, "event_summary": "Recognizing the State of Michigan's contributions to the United States on the occasion of the 250th anniversary of the Union."}, {"event_id": "hr9561-119", "event_type": "bill", "composite_score": 68.848, "event_summary": "Shandra Eisenga TB Study Act of 2026"}, {"event_id": "hr9544-119", "event_type": "bill", "composite_score": 68.848, "event_summary": "Save MEDICARE Act of 2026"}]


correlation_id: rollup__quiver_2026-06-29_P000595_T
correlation_type: rollup
trade_id: quiver_2026-06-29_P000595_T
bioguide_id: P000595
member_name: Gary Peters
party: D
chamber: Senate
ticker: T
sector: Communication Services
industry: Integrated Telecommunication Services
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-06-29
disclosure_date: 2026-07-02
trade_direction: buy
scored_at: 2026-07-20T02:34:22.434821+00:00
engine_version: 1.2.0
company_name: AT&T Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-07-14_D26P001211", "event_type": "contract", "composite_score": 55.08, "event_summary": "to LIG DEFENSE&AEROSPACE CO., LTD. | $507,510"}, {"event_id": "sres789-119", "event_type": "bill", "composite_score": 48.62, "event_summary": "A resolution recognizing June 2026, as \"LGBTQ Pride Month\"."}, {"event_id": "sres798-119", "event_type": "bill", "composite_score": 48.62, "event_summary": "A resolution designating June 2026 as \"Great Outdoors Month\"."}, {"event_id": "SUB_2026-06-23_D26P001101", "event_type": "contract", "composite_score": 47.37, "event_summary": "to ADVANCE VISION COMPANY | $95,820"}, {"event_id": "s4669-119", "event_type": "bill", "composite_score": 34.35, "event_summary": "A bill to exempt stinger-steered combinations from a requirement to include warning flags on projecting loads."}]

ml_shap_top3_car:
[{"contribution": 0.0114, "factor": "jurisdiction_raw"}, {"contribution": -0.0109, "factor": "amount_raw"}, {"contribution": 0.0075, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-06-29_H001082_HONAV
correlation_type: rollup
trade_id: quiver_2026-06-29_H001082_HONAV
bioguide_id: H001082
member_name: Kevin Hern
party: R
chamber: House
ticker: HONAV
transaction_type: exchange
amount_range: 15001.0
transaction_date: 2026-06-29
disclosure_date: 2026-07-16
trade_direction: buy
scored_at: 2026-07-20T02:34:22.434993+00:00
engine_version: 1.2.0
company_name: Honeywell Aerospace Inc.
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr1181-119", "event_type": "bill", "composite_score": 48.217000000000006, "event_summary": "Protecting Privacy in Purchases Act"}, {"event_id": "hr9468-119", "event_type": "bill", "composite_score": 42.354, "event_summary": "STAR Act"}, {"event_id": "hr9060-119", "event_type": "bill", "composite_score": 20.41, "event_summary": "Precious Metals Parity Act"}, {"event_id": "hr8891-119", "event_type": "bill", "composite_score": 18.421, "event_summary": "Rural MOMS Act of 2026"}, {"event_id": "hres1156-119", "event_type": "bill", "composite_score": 18.134999999999998, "event_summary": "Expressing support for tax policies that support working families."}]

ml_shap_top3_distill:
[{"contribution": -15.6692, "factor": "jurisdiction_raw"}, {"contribution": -8.509, "factor": "timing_raw"}, {"contribution": 2.3158, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0159, "factor": "jurisdiction_raw"}, {"contribution": 0.0096, "factor": "disclosure_lag_raw"}, {"contribution": 0.0073, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-06-29_K000398_JNJ
correlation_type: rollup
trade_id: quiver_2026-06-29_K000398_JNJ
bioguide_id: K000398
member_name: Thomas H. Kean Jr
party: R
chamber: House
ticker: JNJ
sector: Health Care
industry: Pharmaceuticals
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-06-29
disclosure_date: 2026-07-15
trade_direction: sell
scored_at: 2026-07-20T02:34:22.435332+00:00
engine_version: 1.2.0
company_name: Johnson & Johnson
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9551-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "Mental Health Parity Enforcement and Funding Act"}, {"event_id": "hr9578-119", "event_type": "bill", "composite_score": 67.16, "event_summary": "Spot the Fakes Act"}, {"event_id": "hr9709-119", "event_type": "bill", "composite_score": 54.46, "event_summary": "To amend title XVIII of the Social Security Act to adjust the applicability of the income related monthly adjustment amount to premiums under part B of Medicare."}, {"event_id": "hr9061-119", "event_type": "bill", "composite_score": 33.08, "event_summary": "PREEMPT Act"}, {"event_id": "hr8857-119", "event_type": "bill", "composite_score": 31.32, "event_summary": "Next GEN Act of 2026"}]


correlation_id: rollup__quiver_2026-06-25_W000802_COHR
correlation_type: rollup
trade_id: quiver_2026-06-25_W000802_COHR
bioguide_id: W000802
member_name: Sheldon Whitehouse
party: D
chamber: Senate
ticker: COHR
sector: Technology
industry: Scientific & Technical Instruments
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-06-25
disclosure_date: 2026-07-08
trade_direction: buy
scored_at: 2026-07-20T02:34:22.436367+00:00
engine_version: 1.2.0
company_name: Coherent Corp.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-06-22_5500364290", "event_type": "contract", "composite_score": 52.44, "event_summary": "to LEGGETT & PLATT AEROSPACE MIDDLETOWN, LLC | $1,649,707"}, {"event_id": "SUB_2026-06-22_5500364298", "event_type": "contract", "composite_score": 52.44, "event_summary": "to LEGGETT & PLATT AEROSPACE MIDDLETOWN, LLC | $274,439"}, {"event_id": "SUB_2026-06-14_Z015-CFMS-FALCONWOOD", "event_type": "contract", "composite_score": 43.34, "event_summary": "to FALCONWOOD | $26,101"}, {"event_id": "sres789-119", "event_type": "bill", "composite_score": 37.19, "event_summary": "A resolution recognizing June 2026, as \"LGBTQ Pride Month\"."}, {"event_id": "s4879-119", "event_type": "bill", "composite_score": 37.19, "event_summary": "Let Doctors Provide Reproductive Health Care Act"}]

ml_shap_top3_distill:
[{"contribution": -12.8727, "factor": "trade_before_event_raw"}, {"contribution": 4.9576, "factor": "jurisdiction_raw"}, {"contribution": 4.257, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0109, "factor": "timing_raw"}, {"contribution": 0.0108, "factor": "jurisdiction_raw"}, {"contribution": 0.0042, "factor": "trade_before_event_raw"}]


correlation_id: rollup__quiver_2026-05-21_S000168_IBM
correlation_type: rollup
trade_id: quiver_2026-05-21_S000168_IBM
bioguide_id: S000168
member_name: Maria Elvira Salazar
party: R
chamber: House
ticker: IBM
sector: Information Technology
industry: IT Consulting & Other Services
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-05-21
disclosure_date: 2026-06-08
trade_direction: buy
scored_at: 2026-07-20T02:34:31.891190+00:00
engine_version: 1.2.0
company_name: International Business Machines Corporation
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_type": "contract", "composite_score": 70.93, "event_summary": "to ACCENTURE LLP | $2,690,723"}, {"event_id": "hr9052-119", "event_type": "bill", "composite_score": 61.95, "event_summary": "Small Business Workforce Pipeline Act of 2026"}, {"event_id": "hr9094-119", "event_type": "bill", "composite_score": 58.29, "event_summary": "Florida Freeze Disaster Assistance Act of 2026"}, {"event_id": "hr8915-119", "event_type": "bill", "composite_score": 55.62, "event_summary": "NO FAKES Act of 2026"}, {"event_id": "hr8898-119", "event_type": "bill", "composite_score": 53.97, "event_summary": "End Government Pensions for Sexual Abusers Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": 12.2791, "factor": "jurisdiction_raw"}, {"contribution": 1.3346, "factor": "trade_before_event_raw"}, {"contribution": -0.9755, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0615, "factor": "jurisdiction_raw"}, {"contribution": -0.0179, "factor": "timing_raw"}, {"contribution": -0.0131, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-05-21_M001236_T
correlation_type: rollup
trade_id: quiver_2026-05-21_M001236_T
bioguide_id: M001236
member_name: Tim Moore
party: R
chamber: House
ticker: T
sector: Communication Services
industry: Integrated Telecommunication Services
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-05-21
disclosure_date: 2026-06-05
trade_direction: sell
scored_at: 2026-07-20T02:34:32.150039+00:00
engine_version: 1.2.0
company_name: AT&T Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9193-119", "event_type": "bill", "composite_score": 54.39, "event_summary": "Powering the Future of American Space Dominance Act"}, {"event_id": "hr9197-119", "event_type": "bill", "composite_score": 54.39, "event_summary": "Advancing Research in Nuclear Fuel Recycling Act"}, {"event_id": "hr5625-119", "event_type": "bill", "composite_score": 52.44, "event_summary": "Cashless Bail Reporting Act"}, {"event_id": "hr6260-119", "event_type": "bill", "composite_score": 52.44, "event_summary": "Keeping Violent Offenders Off Our Streets Act of 2025"}, {"event_id": "hr8856-119", "event_type": "bill", "composite_score": 48.43, "event_summary": "Stop Gang Violence Act"}]

ml_shap_top3_distill:
[{"contribution": -8.9166, "factor": "timing_raw"}, {"contribution": 5.4433, "factor": "jurisdiction_raw"}, {"contribution": 1.9116, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.014, "factor": "jurisdiction_raw"}, {"contribution": 0.01, "factor": "timing_raw"}, {"contribution": 0.008, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-05-19_G000583_MSFT
correlation_type: rollup
trade_id: quiver_2026-05-19_G000583_MSFT
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: MSFT
sector: Information Technology
industry: Systems Software
transaction_type: purchase
amount_range: 500001.0
transaction_date: 2026-05-19
disclosure_date: 2026-06-03
trade_direction: buy
scored_at: 2026-07-20T02:34:32.385443+00:00
engine_version: 1.2.0
company_name: Microsoft Corporation
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8895-119", "event_type": "bill", "composite_score": 79.47, "event_summary": "No Rigged Grocery Prices Act"}, {"event_id": "hr8907-119", "event_type": "bill", "composite_score": 79.47, "event_summary": "IMPACT to Save Moms Act"}, {"event_id": "hr8927-119", "event_type": "bill", "composite_score": 77.7, "event_summary": "Stop the Doxx Act"}, {"event_id": "hres1320-119", "event_type": "bill", "composite_score": 74.53, "event_summary": "Calling upon all Americans on this Memorial Day, 2026, to honor the men and women of the Armed Forces who have died in the pursuit of freedom and peace."}, {"event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_type": "contract", "composite_score": 67.25, "event_summary": "to ACCENTURE LLP | $2,690,723"}]

ml_shap_top3_distill:
[{"contribution": 5.8919, "factor": "timing_raw"}, {"contribution": 5.4934, "factor": "jurisdiction_raw"}, {"contribution": 2.4316, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0471, "factor": "amount_raw"}, {"contribution": 0.0121, "factor": "jurisdiction_raw"}, {"contribution": -0.0117, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-05-18_M001236_T
correlation_type: rollup
trade_id: quiver_2026-05-18_M001236_T
bioguide_id: M001236
member_name: Tim Moore
party: R
chamber: House
ticker: T
sector: Communication Services
industry: Integrated Telecommunication Services
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-05-18
disclosure_date: 2026-05-19
trade_direction: buy
scored_at: 2026-07-20T02:34:32.668792+00:00
engine_version: 1.2.0
company_name: AT&T Inc.
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr5625-119", "event_type": "bill", "composite_score": 73.15, "event_summary": "Cashless Bail Reporting Act"}, {"event_id": "hr6260-119", "event_type": "bill", "composite_score": 73.15, "event_summary": "Keeping Violent Offenders Off Our Streets Act of 2025"}, {"event_id": "hr9193-119", "event_type": "bill", "composite_score": 52.97, "event_summary": "Powering the Future of American Space Dominance Act"}, {"event_id": "hr9197-119", "event_type": "bill", "composite_score": 52.97, "event_summary": "Advancing Research in Nuclear Fuel Recycling Act"}, {"event_id": "hr8856-119", "event_type": "bill", "composite_score": 52.44, "event_summary": "Stop Gang Violence Act"}]


correlation_id: rollup__quiver_2026-05-18_A000148_STT
correlation_type: rollup
trade_id: quiver_2026-05-18_A000148_STT
bioguide_id: A000148
member_name: Jake Auchincloss
party: D
chamber: House
ticker: STT
sector: Financial Services
industry: Asset Management
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-05-18
disclosure_date: 2026-05-22
trade_direction: sell
scored_at: 2026-07-20T02:34:32.918367+00:00
engine_version: 1.2.0
company_name: State Street Corporation
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-05-22_2372", "event_type": "contract", "composite_score": 74.67, "event_summary": "to INTERVIZUM, L.L.C. | $1,655,731"}, {"event_id": "SUB_2026-05-22_3850", "event_type": "contract", "composite_score": 74.67, "event_summary": "to INTERVIZUM, L.L.C. | $781,607"}, {"event_id": "SUB_2026-05-14_MSA #82024 / TO 80", "event_type": "contract", "composite_score": 58.9, "event_summary": "to EFR ENVIRONMENTAL SERVICES INC. | $47,250"}, {"event_id": "SUB_2026-06-16_PO0401229", "event_type": "contract", "composite_score": 58.25, "event_summary": "to KFORCE INC. | $81,224"}, {"event_id": "SUB_2026-05-13_D26P000792", "event_type": "contract", "composite_score": 57.57, "event_summary": "to AVIATRIX INC | $124,760"}]

ml_shap_top3_distill:
[{"contribution": 12.1323, "factor": "jurisdiction_raw"}, {"contribution": 3.1221, "factor": "timing_raw"}, {"contribution": 1.3965, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0608, "factor": "jurisdiction_raw"}, {"contribution": -0.0094, "factor": "amount_raw"}, {"contribution": -0.0028, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-05-18_C001123_RNMBF
correlation_type: rollup
trade_id: quiver_2026-05-18_C001123_RNMBF
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: RNMBF
sector: Industrials
industry: Aerospace & Defense
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-05-18
disclosure_date: 2026-06-08
trade_direction: sell
scored_at: 2026-07-20T02:34:33.088132+00:00
engine_version: 1.2.0
company_name: Rheinmetall AG
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-05-21_D26P000865", "event_type": "contract", "composite_score": 75.05, "event_summary": "to THE BOEING COMPANY | $152,929"}, {"event_id": "SUB_2026-05-18_27HAL00700", "event_type": "contract", "composite_score": 72.1, "event_summary": "to ETS-LINDGREN INC | $66,020"}, {"event_id": "hr9003-119", "event_type": "bill", "composite_score": 67.16, "event_summary": "Keep Illegal Handguns Out of the Mail Act of 2026"}, {"event_id": "hr9099-119", "event_type": "bill", "composite_score": 55.08, "event_summary": "DHS Release Transparency Act"}, {"event_id": "SUB_2026-06-09_5500375959", "event_type": "contract", "composite_score": 51.5, "event_summary": "to TRIANGLE ENGINEERING CORP. | $389,508"}]

ml_shap_top3_distill:
[{"contribution": 12.6567, "factor": "jurisdiction_raw"}, {"contribution": 4.4647, "factor": "timing_raw"}, {"contribution": 1.401, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0687, "factor": "jurisdiction_raw"}, {"contribution": -0.0195, "factor": "timing_raw"}, {"contribution": 0.0075, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-05-18_C001123_CSW
correlation_type: rollup
trade_id: quiver_2026-05-18_C001123_CSW
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: CSW
sector: Industrials
industry: Specialty Industrial Machinery
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-05-18
disclosure_date: 2026-06-08
trade_direction: buy
scored_at: 2026-07-20T02:34:33.262129+00:00
engine_version: 1.2.0
company_name: CSW Industrials, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-05-18_27HAL00700", "event_type": "contract", "composite_score": 72.1, "event_summary": "to ETS-LINDGREN INC | $66,020"}, {"event_id": "SUB_2026-05-21_D26P000865", "event_type": "contract", "composite_score": 67.16, "event_summary": "to THE BOEING COMPANY | $152,929"}, {"event_id": "hr9003-119", "event_type": "bill", "composite_score": 67.16, "event_summary": "Keep Illegal Handguns Out of the Mail Act of 2026"}, {"event_id": "hr9099-119", "event_type": "bill", "composite_score": 55.08, "event_summary": "DHS Release Transparency Act"}, {"event_id": "SUB_2026-06-09_5500375959", "event_type": "contract", "composite_score": 51.5, "event_summary": "to TRIANGLE ENGINEERING CORP. | $389,508"}]


correlation_id: rollup__quiver_2026-05-18_C001123_STRL
correlation_type: rollup
trade_id: quiver_2026-05-18_C001123_STRL
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: STRL
sector: Industrials
industry: Engineering & Construction
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-05-18
disclosure_date: 2026-06-08
trade_direction: sell
scored_at: 2026-07-20T02:34:33.583061+00:00
engine_version: 1.2.0
company_name: Sterling Infrastructure, Inc.
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-05-18_27HAL00700", "event_type": "contract", "composite_score": 73.15, "event_summary": "to ETS-LINDGREN INC | $66,020"}, {"event_id": "SUB_2026-05-21_D26P000865", "event_type": "contract", "composite_score": 68.21, "event_summary": "to THE BOEING COMPANY | $152,929"}, {"event_id": "hr9003-119", "event_type": "bill", "composite_score": 68.21, "event_summary": "Keep Illegal Handguns Out of the Mail Act of 2026"}, {"event_id": "hr9099-119", "event_type": "bill", "composite_score": 56.14, "event_summary": "DHS Release Transparency Act"}, {"event_id": "SUB_2026-06-09_5500375959", "event_type": "contract", "composite_score": 52.56, "event_summary": "to TRIANGLE ENGINEERING CORP. | $389,508"}]


correlation_id: rollup__quiver_2026-06-12_M001218_BLK
correlation_type: rollup
trade_id: quiver_2026-06-12_M001218_BLK
bioguide_id: M001218
member_name: Richard Dean Dr Mccormick
party: R
chamber: House
ticker: BLK
sector: Financials
industry: Asset Management & Custody Banks
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-06-12
disclosure_date: 2026-07-09
trade_direction: sell
scored_at: 2026-07-20T02:34:25.778229+00:00
engine_version: 1.2.0
company_name: BlackRock, Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9473-119", "event_type": "bill", "composite_score": 56.47, "event_summary": "Defenders of Bataan and Corregidor Congressional Gold Medal Act"}, {"event_id": "hres1355-119", "event_type": "bill", "composite_score": 52.92, "event_summary": "Supporting the designation of the week of June 14 through June 21, 2026, as \"National Men's Health Week\"."}, {"event_id": "SUB_2026-06-16_PO0401229", "event_type": "contract", "composite_score": 47.3, "event_summary": "to KFORCE INC. | $81,224"}, {"event_id": "hr1993-119", "event_type": "bill", "composite_score": 35.73, "event_summary": "25th Anniversary of 9/11 Commemorative Coin Act"}, {"event_id": "hr8930-119", "event_type": "bill", "composite_score": 35.35, "event_summary": "Federal Biotechnology Workforce Assessment Act"}]


correlation_id: rollup__quiver_2026-06-12_B001236_ATO
correlation_type: rollup
trade_id: quiver_2026-06-12_B001236_ATO
bioguide_id: B001236
member_name: John Boozman
party: R
chamber: Senate
ticker: ATO
sector: Utilities
industry: Utilities - Regulated Gas
transaction_type: sale_full
amount_range: 1001.0
transaction_date: 2026-06-12
disclosure_date: 2026-07-13
trade_direction: sell
scored_at: 2026-07-20T02:34:25.904542+00:00
engine_version: 1.2.0
company_name: Atmos Energy Corporation
severity_tier: low
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s4812-119", "event_type": "bill", "composite_score": 58.07, "event_summary": "FIRE SMART Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": -5.0799, "factor": "multiple_signals_raw"}, {"contribution": 4.7508, "factor": "jurisdiction_raw"}, {"contribution": 2.5348, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0658, "factor": "timing_raw"}, {"contribution": -0.028, "factor": "disclosure_lag_raw"}, {"contribution": 0.0142, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-06-10_C001123_MTN
correlation_type: rollup
trade_id: quiver_2026-06-10_C001123_MTN
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: MTN
sector: Consumer Cyclical
industry: Resorts & Casinos
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-06-10
disclosure_date: 2026-07-02
trade_direction: buy
scored_at: 2026-07-20T02:34:26.061061+00:00
engine_version: 1.2.0
company_name: Vail Resorts, Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr5408-119", "event_type": "bill", "composite_score": 54.73, "event_summary": "Faster Labor Contracts Act"}, {"event_id": "hr9414-119", "event_type": "bill", "composite_score": 39.09, "event_summary": "Pell Grant Preservation and Expansion Act of 2026"}, {"event_id": "SUB_2026-05-15_I25-20242-BGI-TO1", "event_type": "contract", "composite_score": 35.4, "event_summary": "to BGI LLC | $4,218,703"}, {"event_id": "hr8654-119", "event_type": "bill", "composite_score": 14.66, "event_summary": "Afterschool for All Act"}, {"event_id": "hr8563-119", "event_type": "bill", "composite_score": 13.97, "event_summary": "Investing in the American Dream Act"}]


correlation_id: rollup__quiver_2026-06-10_C001123_LLY
correlation_type: rollup
trade_id: quiver_2026-06-10_C001123_LLY
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: LLY
sector: Health Care
industry: Pharmaceuticals
transaction_type: purchase
amount_range: 50001.0
transaction_date: 2026-06-10
disclosure_date: 2026-07-02
trade_direction: buy
scored_at: 2026-07-20T02:34:26.324107+00:00
engine_version: 1.2.0
company_name: Eli Lilly and Company
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr5408-119", "event_type": "bill", "composite_score": 75.26, "event_summary": "Faster Labor Contracts Act"}, {"event_id": "hres1357-119", "event_type": "bill", "composite_score": 73.49, "event_summary": "Acknowledging and apologizing for the mistreatment of, and discrimination against, lesbian, gay, bisexual, and transgender individuals who served the United States in the uniformed services, the Forei"}, {"event_id": "hr9365-119", "event_type": "bill", "composite_score": 64.05, "event_summary": "HEART Act of 2026"}, {"event_id": "hr9414-119", "event_type": "bill", "composite_score": 59.62, "event_summary": "Pell Grant Preservation and Expansion Act of 2026"}, {"event_id": "hr9000-119", "event_type": "bill", "composite_score": 39.75, "event_summary": "SCREEN for Type 1 Diabetes Act of 2026"}]


correlation_id: rollup__quiver_2026-06-10_A000372_INTU
correlation_type: rollup
trade_id: quiver_2026-06-10_A000372_INTU
bioguide_id: A000372
member_name: Richard W. Allen
party: R
chamber: House
ticker: INTU
sector: Technology
industry: Software - Application
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-06-10
disclosure_date: 2026-07-15
trade_direction: sell
scored_at: 2026-07-20T02:34:26.727421+00:00
engine_version: 1.2.0
company_name: Intuit Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-06-14_Z015-CFMS-FALCONWOOD", "event_type": "contract", "composite_score": 79.94, "event_summary": "to FALCONWOOD | $26,101"}, {"event_id": "SUB_2026-06-22_5500364290", "event_type": "contract", "composite_score": 63.55, "event_summary": "to LEGGETT & PLATT AEROSPACE MIDDLETOWN, LLC | $1,649,707"}, {"event_id": "SUB_2026-06-22_5500364298", "event_type": "contract", "composite_score": 63.55, "event_summary": "to LEGGETT & PLATT AEROSPACE MIDDLETOWN, LLC | $274,439"}, {"event_id": "SUB_2026-05-26_51109238", "event_type": "contract", "composite_score": 45.63, "event_summary": "to CDW GOVERNMENT LLC | $78,975"}, {"event_id": "hr9422-119", "event_type": "bill", "composite_score": 43.64, "event_summary": "Medicaid RAC Improvement Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": 10.7457, "factor": "jurisdiction_raw"}, {"contribution": 3.6584, "factor": "disclosure_lag_raw"}, {"contribution": 2.675, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0578, "factor": "jurisdiction_raw"}, {"contribution": 0.0134, "factor": "timing_raw"}, {"contribution": -0.0117, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-06-09_D000399_JNJ
correlation_type: rollup
trade_id: quiver_2026-06-09_D000399_JNJ
bioguide_id: D000399
member_name: Lloyd Doggett
party: D
chamber: House
ticker: JNJ
sector: Health Care
industry: Pharmaceuticals
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-06-09
disclosure_date: 2026-07-06
trade_direction: buy
scored_at: 2026-07-20T02:34:26.908175+00:00
engine_version: 1.2.0
company_name: Johnson & Johnson
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9289-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "Keep Public Funds in Public Schools Act of 2026"}, {"event_id": "hr9414-119", "event_type": "bill", "composite_score": 55.75, "event_summary": "Pell Grant Preservation and Expansion Act of 2026"}, {"event_id": "hr9432-119", "event_type": "bill", "composite_score": 55.08, "event_summary": "LIFT the BAR Act"}, {"event_id": "hr9195-119", "event_type": "bill", "composite_score": 54.56, "event_summary": "Alice Cogswell and Anne Sullivan Macy Act"}, {"event_id": "hr2913-119", "event_type": "bill", "composite_score": 54.56, "event_summary": "Ukraine Support Act"}]


correlation_id: rollup__quiver_2026-06-09_T000278_WAB
correlation_type: rollup
trade_id: quiver_2026-06-09_T000278_WAB
bioguide_id: T000278
member_name: Tommy Tuberville
party: R
chamber: Senate
ticker: WAB
sector: Industrials
industry: Railroads
transaction_type: sale_full
amount_range: 1001.0
transaction_date: 2026-06-09
disclosure_date: 2026-07-16
trade_direction: sell
scored_at: 2026-07-20T02:34:27.024562+00:00
engine_version: 1.2.0
company_name: Westinghouse Air Brake Technolo
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-06-09_5500375959", "event_type": "contract", "composite_score": 79.47, "event_summary": "to TRIANGLE ENGINEERING CORP. | $389,508"}, {"event_id": "SUB_2026-06-10_51114105", "event_type": "contract", "composite_score": 77.7, "event_summary": "to HONEYWELL SECURITY AMERICAS LLC | $118,114"}, {"event_id": "SUB_2026-06-29_0000930305", "event_type": "contract", "composite_score": 59.73, "event_summary": "to TTI INC. | $45,176"}, {"event_id": "SUB_2026-07-06_L26P001441", "event_type": "contract", "composite_score": 57.2, "event_summary": "to TEXTRON AVIATION INC | $242,610"}, {"event_id": "SUB_2026-05-21_D26P000865", "event_type": "contract", "composite_score": 44.43, "event_summary": "to THE BOEING COMPANY | $152,929"}]

ml_shap_top3_distill:
[{"contribution": 7.6272, "factor": "timing_raw"}, {"contribution": 5.8103, "factor": "disclosure_lag_raw"}, {"contribution": 4.7309, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0231, "factor": "timing_raw"}, {"contribution": 0.0136, "factor": "jurisdiction_raw"}, {"contribution": 0.0135, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-06-08_T000278_PG
correlation_type: rollup
trade_id: quiver_2026-06-08_T000278_PG
bioguide_id: T000278
member_name: Tommy Tuberville
party: R
chamber: Senate
ticker: PG
sector: Consumer Staples
industry: Household Products
transaction_type: sale_full
amount_range: 15001.0
transaction_date: 2026-06-08
disclosure_date: 2026-07-16
trade_direction: sell
scored_at: 2026-07-20T02:34:27.173918+00:00
engine_version: 1.2.0
company_name: The Procter & Gamble Company
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-04-17_GNS-USPTO-BOSS-IDE AWARD", "event_type": "contract", "composite_score": 15.01, "event_summary": "to GOVERNMENT NETWORK SOLUTIONS, INC. | $91,280"}]

ml_shap_top3_distill:
[{"contribution": -15.6095, "factor": "timing_raw"}, {"contribution": -15.0024, "factor": "jurisdiction_raw"}, {"contribution": -9.4805, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0458, "factor": "timing_raw"}, {"contribution": -0.0392, "factor": "disclosure_lag_raw"}, {"contribution": -0.028, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-06-16_V000139_GEV
correlation_type: rollup
trade_id: quiver_2026-06-16_V000139_GEV
bioguide_id: V000139
member_name: Matthew Robert Van Epps
party: R
chamber: House
ticker: GEV
sector: Industrials
industry: Heavy Electrical Equipment
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-06-16
disclosure_date: 2026-06-17
trade_direction: sell
scored_at: 2026-07-20T02:34:23.473263+00:00
engine_version: 1.2.0
company_name: GE Vernova Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9369-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "GHOSTRUCK Act"}, {"event_id": "SUB_2026-06-29_0000930305", "event_type": "contract", "composite_score": 56.47, "event_summary": "to TTI INC. | $45,176"}, {"event_id": "SUB_2026-07-06_L26P001441", "event_type": "contract", "composite_score": 52.36, "event_summary": "to TEXTRON AVIATION INC | $242,610"}, {"event_id": "SUB_2026-07-14_S25-22062-KBR MOD 02", "event_type": "contract", "composite_score": 49.56, "event_summary": "to KBR WYLE SERVICES, LLC | $200,000"}, {"event_id": "hr8770-119", "event_type": "bill", "composite_score": 49.56, "event_summary": "SAFEGUARDS Act of 2026"}]


correlation_id: rollup__quiver_2026-06-16_V000139_GE
correlation_type: rollup
trade_id: quiver_2026-06-16_V000139_GE
bioguide_id: V000139
member_name: Matthew Robert Van Epps
party: R
chamber: House
ticker: GE
sector: Industrials
industry: Aerospace & Defense
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-06-16
disclosure_date: 2026-06-17
trade_direction: sell
scored_at: 2026-07-20T02:34:23.665088+00:00
engine_version: 1.2.0
company_name: GE Aerospace
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr9369-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "GHOSTRUCK Act"}, {"event_id": "SUB_2026-07-06_L26P001441", "event_type": "contract", "composite_score": 60.25, "event_summary": "to TEXTRON AVIATION INC | $242,610"}, {"event_id": "SUB_2026-07-15_L26P001536", "event_type": "contract", "composite_score": 57.2, "event_summary": "to TEXTRON AVIATION INC | $42,190"}, {"event_id": "SUB_2026-06-29_0000930305", "event_type": "contract", "composite_score": 56.47, "event_summary": "to TTI INC. | $45,176"}, {"event_id": "SUB_2026-07-14_S25-22062-KBR MOD 02", "event_type": "contract", "composite_score": 49.56, "event_summary": "to KBR WYLE SERVICES, LLC | $200,000"}]


correlation_id: rollup__quiver_2026-06-16_V000139_TPR
correlation_type: rollup
trade_id: quiver_2026-06-16_V000139_TPR
bioguide_id: V000139
member_name: Matthew Robert Van Epps
party: R
chamber: House
ticker: TPR
sector: Consumer Cyclical
industry: Luxury Goods
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-06-16
disclosure_date: 2026-06-17
trade_direction: sell
scored_at: 2026-07-20T02:34:23.904372+00:00
engine_version: 1.2.0
company_name: Tapestry, Inc.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-05-15_I25-20242-BGI-TO1", "event_type": "contract", "composite_score": 37.61, "event_summary": "to BGI LLC | $4,218,703"}, {"event_id": "hr8770-119", "event_type": "bill", "composite_score": 27.97, "event_summary": "SAFEGUARDS Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": -18.633, "factor": "timing_raw"}, {"contribution": -12.1185, "factor": "trade_before_event_raw"}, {"contribution": 10.4305, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0536, "factor": "jurisdiction_raw"}, {"contribution": -0.0217, "factor": "multiple_signals_raw"}, {"contribution": 0.0186, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-06-16_V000139_GOOGL
correlation_type: rollup
trade_id: quiver_2026-06-16_V000139_GOOGL
bioguide_id: V000139
member_name: Matthew Robert Van Epps
party: R
chamber: House
ticker: GOOGL
sector: Communication Services
industry: Interactive Media & Services
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-06-16
disclosure_date: 2026-06-17
trade_direction: sell
scored_at: 2026-07-20T02:34:24.109417+00:00
engine_version: 1.2.0
company_name: Alphabet Inc.
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-06-23_D26P001101", "event_type": "contract", "composite_score": 61.98, "event_summary": "to ADVANCE VISION COMPANY | $95,820"}, {"event_id": "hr9589-119", "event_type": "bill", "composite_score": 54.46, "event_summary": "Declaration of Independence Reaffirmation Act of 2026"}, {"event_id": "SUB_2026-07-14_D26P001211", "event_type": "contract", "composite_score": 49.56, "event_summary": "to LIG DEFENSE&AEROSPACE CO., LTD. | $507,510"}, {"event_id": "hr8770-119", "event_type": "bill", "composite_score": 49.56, "event_summary": "SAFEGUARDS Act of 2026"}, {"event_id": "hr9307-119", "event_type": "bill", "composite_score": 48.62, "event_summary": "Web of Biological Data Act of 2026"}]


correlation_id: rollup__quiver_2026-07-07_M001239_BLK
correlation_type: rollup
trade_id: quiver_2026-07-07_M001239_BLK
bioguide_id: M001239
member_name: John Mcguire
party: R
chamber: House
ticker: BLK
sector: Financials
industry: Asset Management & Custody Banks
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-07-07
disclosure_date: 2026-07-08
trade_direction: sell
scored_at: 2026-07-20T02:34:22.424504+00:00
engine_version: 1.2.0
company_name: BlackRock, Inc.
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6332-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "To designate the facility of the United States Postal Service located at 10660 Page Avenue in Fairfax, Virginia, as the \"Congressman Gerald E. Connolly Post Office Building\"."}, {"event_id": "hr1181-119", "event_type": "bill", "composite_score": 60.89, "event_summary": "Protecting Privacy in Purchases Act"}, {"event_id": "hr9596-119", "event_type": "bill", "composite_score": 54.56, "event_summary": "Federal Jobs for STARs Act of 2026"}, {"event_id": "hr9489-119", "event_type": "bill", "composite_score": 41.46, "event_summary": "GRACE for Military Survivors Act"}, {"event_id": "hr9473-119", "event_type": "bill", "composite_score": 41.46, "event_summary": "Defenders of Bataan and Corregidor Congressional Gold Medal Act"}]


correlation_id: rollup__quiver_2026-07-02_H001082_XOM
correlation_type: rollup
trade_id: quiver_2026-07-02_H001082_XOM
bioguide_id: H001082
member_name: Kevin Hern
party: R
chamber: House
ticker: XOM
sector: Energy
industry: Integrated Oil & Gas
transaction_type: exchange
amount_range: 100001.0
transaction_date: 2026-07-02
disclosure_date: 2026-07-16
trade_direction: buy
scored_at: 2026-07-20T02:34:22.424682+00:00
engine_version: 1.2.0
company_name: Exxon Mobil Corporation
severity_tier: high
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-07-13_AV-8000756 CO1", "event_type": "contract", "composite_score": 82.316, "event_summary": "to DIGI-KEY CORP | $40,636"}, {"event_id": "hr9468-119", "event_type": "bill", "composite_score": 66.911, "event_summary": "STAR Act"}, {"event_id": "hr9060-119", "event_type": "bill", "composite_score": 49.088, "event_summary": "Precious Metals Parity Act"}, {"event_id": "hr8891-119", "event_type": "bill", "composite_score": 47.56700000000001, "event_summary": "Rural MOMS Act of 2026"}, {"event_id": "hres1156-119", "event_type": "bill", "composite_score": 47.56700000000001, "event_summary": "Expressing support for tax policies that support working families."}]

ml_shap_top3_distill:
[{"contribution": -5.4934, "factor": "timing_raw"}, {"contribution": 4.8025, "factor": "jurisdiction_raw"}, {"contribution": 2.483, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0181, "factor": "amount_raw"}, {"contribution": 0.0145, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-05-15_C001123_TYL
correlation_type: rollup
trade_id: quiver_2026-05-15_C001123_TYL
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: TYL
sector: Information Technology
industry: Application Software
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-05-15
disclosure_date: 2026-06-08
trade_direction: sell
scored_at: 2026-07-20T02:34:33.813380+00:00
engine_version: 1.2.0
company_name: Tyler Technologies, Inc.
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8914-119", "event_type": "bill", "composite_score": 64.39, "event_summary": "No Taxpayer-Funded Settlement Slush Funds Act of 2026"}, {"event_id": "hr9003-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "Keep Illegal Handguns Out of the Mail Act of 2026"}, {"event_id": "hr8968-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "No Presidential Self-Serving Lawsuits Act of 2026"}, {"event_id": "hr9000-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "SCREEN for Type 1 Diabetes Act of 2026"}, {"event_id": "hres1322-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "Condemning racist rhetoric targeting Indian and Chinese Americans, reaffirming that immigrants from all backgrounds are vital to the United States, and calling on all elected officials to refrain from"}]


correlation_id: rollup__quiver_2026-05-15_C001123_IBM
correlation_type: rollup
trade_id: quiver_2026-05-15_C001123_IBM
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: IBM
sector: Information Technology
industry: IT Consulting & Other Services
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-05-15
disclosure_date: 2026-06-08
trade_direction: sell
scored_at: 2026-07-20T02:34:35.288140+00:00
engine_version: 1.2.0
company_name: International Business Machines Corporation
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8914-119", "event_type": "bill", "composite_score": 65.44, "event_summary": "No Taxpayer-Funded Settlement Slush Funds Act of 2026"}, {"event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_type": "contract", "composite_score": 65.41, "event_summary": "to ACCENTURE LLP | $2,690,723"}, {"event_id": "hr9003-119", "event_type": "bill", "composite_score": 64.2, "event_summary": "Keep Illegal Handguns Out of the Mail Act of 2026"}, {"event_id": "hr8968-119", "event_type": "bill", "composite_score": 64.2, "event_summary": "No Presidential Self-Serving Lawsuits Act of 2026"}, {"event_id": "hr9000-119", "event_type": "bill", "composite_score": 64.2, "event_summary": "SCREEN for Type 1 Diabetes Act of 2026"}]

ml_shap_top3_car:
[{"contribution": 0.0279, "factor": "timing_raw"}, {"contribution": 0.0144, "factor": "jurisdiction_raw"}, {"contribution": -0.0036, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-05-15_C001123_VRSK
correlation_type: rollup
trade_id: quiver_2026-05-15_C001123_VRSK
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: VRSK
sector: Industrials
industry: Research & Consulting Services
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-05-15
disclosure_date: 2026-06-08
trade_direction: buy
scored_at: 2026-07-20T02:34:35.640120+00:00
engine_version: 1.2.0
company_name: Verisk Analytics, Inc.
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-05-18_27HAL00700", "event_type": "contract", "composite_score": 67.16, "event_summary": "to ETS-LINDGREN INC | $66,020"}, {"event_id": "SUB_2026-05-21_D26P000865", "event_type": "contract", "composite_score": 63.14, "event_summary": "to THE BOEING COMPANY | $152,929"}, {"event_id": "hr9003-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "Keep Illegal Handguns Out of the Mail Act of 2026"}, {"event_id": "hres1291-119", "event_type": "bill", "composite_score": 54.56, "event_summary": "Expressing support for the recognition of May 3 through May 9, 2026, as Wildfire Preparedness Week, the national event educating the public on fire safety and preparedness, and supporting the goals of"}, {"event_id": "hr9099-119", "event_type": "bill", "composite_score": 53.34, "event_summary": "DHS Release Transparency Act"}]


correlation_id: rollup__quiver_2026-05-15_C001123_MSFT
correlation_type: rollup
trade_id: quiver_2026-05-15_C001123_MSFT
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: MSFT
sector: Information Technology
industry: Systems Software
transaction_type: purchase
amount_range: 50001.0
transaction_date: 2026-05-15
disclosure_date: 2026-06-08
trade_direction: buy
scored_at: 2026-07-20T02:34:35.898534+00:00
engine_version: 1.2.0
company_name: Microsoft Corporation
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8914-119", "event_type": "bill", "composite_score": 67.55, "event_summary": "No Taxpayer-Funded Settlement Slush Funds Act of 2026"}, {"event_id": "hr9003-119", "event_type": "bill", "composite_score": 66.3, "event_summary": "Keep Illegal Handguns Out of the Mail Act of 2026"}, {"event_id": "hr8968-119", "event_type": "bill", "composite_score": 66.3, "event_summary": "No Presidential Self-Serving Lawsuits Act of 2026"}, {"event_id": "hr9000-119", "event_type": "bill", "composite_score": 66.3, "event_summary": "SCREEN for Type 1 Diabetes Act of 2026"}, {"event_id": "hres1322-119", "event_type": "bill", "composite_score": 65.14, "event_summary": "Condemning racist rhetoric targeting Indian and Chinese Americans, reaffirming that immigrants from all backgrounds are vital to the United States, and calling on all elected officials to refrain from"}]

ml_shap_top3_distill:
[{"contribution": 4.8065, "factor": "jurisdiction_raw"}, {"contribution": 2.1562, "factor": "amount_raw"}, {"contribution": 1.2612, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0256, "factor": "timing_raw"}, {"contribution": 0.0144, "factor": "jurisdiction_raw"}, {"contribution": -0.0135, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-05-15_M001232_BWXT
correlation_type: rollup
trade_id: quiver_2026-05-15_M001232_BWXT
bioguide_id: M001232
member_name: April Mcclain Delaney
party: D
chamber: House
ticker: BWXT
sector: Industrials
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-05-15
disclosure_date: 2026-06-05
trade_direction: buy
scored_at: 2026-07-20T02:34:36.165551+00:00
engine_version: 1.2.0
company_name: BWX Technologies, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-05-21_D26P000865", "event_type": "contract", "composite_score": 72.09, "event_summary": "to THE BOEING COMPANY | $152,929"}, {"event_id": "SUB_2026-05-18_27HAL00700", "event_type": "contract", "composite_score": 68.21, "event_summary": "to ETS-LINDGREN INC | $66,020"}, {"event_id": "hr1346-119", "event_type": "bill", "composite_score": 55.62, "event_summary": "To amend the Clean Air Act with respect to the ethanol waiver for Reid Vapor Pressure under that Act, and for other purposes."}, {"event_id": "hr8831-119", "event_type": "bill", "composite_score": 55.62, "event_summary": "Protecting Our Democracy Act"}, {"event_id": "hr2913-119", "event_type": "bill", "composite_score": 51.82, "event_summary": "Ukraine Support Act"}]

ml_shap_top3_distill:
[{"contribution": 11.9891, "factor": "jurisdiction_raw"}, {"contribution": 1.289, "factor": "trade_before_event_raw"}, {"contribution": -0.9817, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0539, "factor": "jurisdiction_raw"}, {"contribution": -0.0131, "factor": "amount_raw"}, {"contribution": -0.0093, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-05-15_T000490_GOOGL
correlation_type: rollup
trade_id: quiver_2026-05-15_T000490_GOOGL
bioguide_id: T000490
member_name: David J. Taylor
party: R
chamber: House
ticker: GOOGL
sector: Communication Services
industry: Interactive Media & Services
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-05-15
disclosure_date: 2026-05-28
trade_direction: sell
scored_at: 2026-07-20T02:34:36.341062+00:00
engine_version: 1.2.0
company_name: Alphabet Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr5625-119", "event_type": "bill", "composite_score": 68.21, "event_summary": "Cashless Bail Reporting Act"}, {"event_id": "hres1310-119", "event_type": "bill", "composite_score": 64.2, "event_summary": "Expressing support for continued efforts to safeguard Medicare, Medicaid, and other Federal health care programs from fraud, waste, abuse, and improper payments through strengthened program integrity "}, {"event_id": "hconres96-119", "event_type": "bill", "composite_score": 55.62, "event_summary": "Expressing support for law enforcement officers."}, {"event_id": "hr1346-119", "event_type": "bill", "composite_score": 55.62, "event_summary": "To amend the Clean Air Act with respect to the ethanol waiver for Reid Vapor Pressure under that Act, and for other purposes."}, {"event_id": "hr2853-119", "event_type": "bill", "composite_score": 53.97, "event_summary": "Combating Organized Retail Crime Act of 2025"}]


correlation_id: rollup__quiver_2026-05-15_T000490_PH
correlation_type: rollup
trade_id: quiver_2026-05-15_T000490_PH
bioguide_id: T000490
member_name: David J. Taylor
party: R
chamber: House
ticker: PH
sector: Industrials
industry: Specialty Industrial Machinery
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-05-15
disclosure_date: 2026-05-28
trade_direction: buy
scored_at: 2026-07-20T02:34:36.585742+00:00
engine_version: 1.2.0
company_name: Parker-Hannifin Corporation
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-05-18_27HAL00700", "event_type": "contract", "composite_score": 67.16, "event_summary": "to ETS-LINDGREN INC | $66,020"}, {"event_id": "SUB_2026-05-21_D26P000865", "event_type": "contract", "composite_score": 63.14, "event_summary": "to THE BOEING COMPANY | $152,929"}, {"event_id": "hr1346-119", "event_type": "bill", "composite_score": 54.56, "event_summary": "To amend the Clean Air Act with respect to the ethanol waiver for Reid Vapor Pressure under that Act, and for other purposes."}, {"event_id": "hr1041-119", "event_type": "bill", "composite_score": 53.34, "event_summary": "Veterans 2nd Amendment Protection Act"}, {"event_id": "hr8799-119", "event_type": "bill", "composite_score": 52.92, "event_summary": "Stop Scamming Truckers Act"}]


correlation_id: rollup__quiver_2026-05-15_B001236_PLTR
correlation_type: rollup
trade_id: quiver_2026-05-15_B001236_PLTR
bioguide_id: B001236
member_name: John Boozman
party: R
chamber: Senate
ticker: PLTR
sector: Information Technology
industry: Application Software
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-05-15
disclosure_date: 2026-06-16
trade_direction: buy
scored_at: 2026-07-20T02:34:36.586351+00:00
engine_version: 1.2.0
company_name: Palantir Technologies Inc.
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_type": "contract", "composite_score": 58.57, "event_summary": "to ACCENTURE LLP | $2,690,723"}, {"event_id": "sres727-119", "event_type": "bill", "composite_score": 55.03, "event_summary": "A resolution supporting the designation of May 29, 2026, as \"Mental Health Awareness in Agriculture Day\" to raise awareness around mental health in the agricultural industry and workforce and to conti"}, {"event_id": "s4744-119", "event_type": "bill", "composite_score": 52.22, "event_summary": "Take Care of America’s Veterans Act"}, {"event_id": "s4487-119", "event_type": "bill", "composite_score": 52.06, "event_summary": "Veterans’ Compensation Cost-of-Living Adjustment Act of 2026"}, {"event_id": "SUB_2026-05-26_51109238", "event_type": "contract", "composite_score": 41.74, "event_summary": "to CDW GOVERNMENT LLC | $78,975"}]

ml_shap_top3_distill:
[{"contribution": -8.2818, "factor": "timing_raw"}, {"contribution": 4.7827, "factor": "jurisdiction_raw"}, {"contribution": 1.8308, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0484, "factor": "disclosure_lag_raw"}, {"contribution": -0.0319, "factor": "timing_raw"}, {"contribution": -0.0165, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-05-14_C001055_AAPL
correlation_type: rollup
trade_id: quiver_2026-05-14_C001055_AAPL
bioguide_id: C001055
member_name: Ed Case
party: D
chamber: House
ticker: AAPL
sector: Information Technology
industry: Technology Hardware, Storage & Peripherals
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-05-14
disclosure_date: 2026-05-31
trade_direction: buy
scored_at: 2026-07-20T02:34:36.835784+00:00
engine_version: 1.2.0
company_name: Apple Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8831-119", "event_type": "bill", "composite_score": 72.1, "event_summary": "Protecting Our Democracy Act"}, {"event_id": "hr8848-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "National Guard Relief Act"}, {"event_id": "hr8945-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "To designate the facility of the United States Postal Service located at 86-014 Farrington Highway in Wai'anae, Hawai'i, as the \"U.S. Representative Colleen Hanabusa Post Office Building\"."}, {"event_id": "hr8914-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "No Taxpayer-Funded Settlement Slush Funds Act of 2026"}, {"event_id": "hr8955-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "Bipartisan Transparency for American Taxpayers Act"}]


correlation_id: rollup__quiver_2026-05-14_C001123_AMD
correlation_type: rollup
trade_id: quiver_2026-05-14_C001123_AMD
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: AMD
sector: Information Technology
industry: Semiconductors
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-05-14
disclosure_date: 2026-06-08
trade_direction: buy
scored_at: 2026-07-20T02:34:37.004687+00:00
engine_version: 1.2.0
company_name: Advanced Micro Devices, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1285-119", "event_type": "bill", "composite_score": 72.1, "event_summary": "Expressing the sense of the House of Representatives that over 25 years of real-world evidence and hundreds of peer-reviewed studies proving that mifepristone is safe and effective should be respected"}, {"event_id": "hr8914-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "No Taxpayer-Funded Settlement Slush Funds Act of 2026"}, {"event_id": "hr9003-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "Keep Illegal Handguns Out of the Mail Act of 2026"}, {"event_id": "hr8968-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "No Presidential Self-Serving Lawsuits Act of 2026"}, {"event_id": "hr9000-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "SCREEN for Type 1 Diabetes Act of 2026"}]


correlation_id: rollup__quiver_2026-05-14_M001232_PWR
correlation_type: rollup
trade_id: quiver_2026-05-14_M001232_PWR
bioguide_id: M001232
member_name: April Mcclain Delaney
party: D
chamber: House
ticker: PWR
sector: Industrials
industry: Electrical Components & Equipment
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-05-14
disclosure_date: 2026-06-05
trade_direction: sell
scored_at: 2026-07-20T02:34:37.238866+00:00
engine_version: 1.2.0
company_name: Quanta Services, Inc.
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr1346-119", "event_type": "bill", "composite_score": 73.15, "event_summary": "To amend the Clean Air Act with respect to the ethanol waiver for Reid Vapor Pressure under that Act, and for other purposes."}, {"event_id": "hr8831-119", "event_type": "bill", "composite_score": 73.15, "event_summary": "Protecting Our Democracy Act"}, {"event_id": "SUB_2026-05-18_27HAL00700", "event_type": "contract", "composite_score": 66.78, "event_summary": "to ETS-LINDGREN INC | $66,020"}, {"event_id": "SUB_2026-05-21_D26P000865", "event_type": "contract", "composite_score": 63.03, "event_summary": "to THE BOEING COMPANY | $152,929"}, {"event_id": "hr2913-119", "event_type": "bill", "composite_score": 51.48, "event_summary": "Ukraine Support Act"}]


correlation_id: rollup__quiver_2026-05-14_G000583_PANW
correlation_type: rollup
trade_id: quiver_2026-05-14_G000583_PANW
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: PANW
sector: Information Technology
industry: Systems Software
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-05-14
disclosure_date: 2026-06-03
trade_direction: buy
scored_at: 2026-07-20T02:34:37.734806+00:00
engine_version: 1.2.0
company_name: Palo Alto Networks, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8819-119", "event_type": "bill", "composite_score": 72.1, "event_summary": "Federal Artificial Intelligence Risk Management Act of 2026"}, {"event_id": "hr8813-119", "event_type": "bill", "composite_score": 72.1, "event_summary": "Supporting Survivors from Faith-based Communities Act"}, {"event_id": "hr8807-119", "event_type": "bill", "composite_score": 72.1, "event_summary": "Maternal Health Pandemic Response Act"}, {"event_id": "hres1285-119", "event_type": "bill", "composite_score": 72.1, "event_summary": "Expressing the sense of the House of Representatives that over 25 years of real-world evidence and hundreds of peer-reviewed studies proving that mifepristone is safe and effective should be respected"}, {"event_id": "hr8839-119", "event_type": "bill", "composite_score": 72.1, "event_summary": "Lainie Jones Comprehensive Cancer Survivorship Act of 2026"}]


correlation_id: rollup__quiver_2026-05-13_R000614_AESI
correlation_type: rollup
trade_id: quiver_2026-05-13_R000614_AESI
bioguide_id: R000614
member_name: Chip Roy
party: R
chamber: House
ticker: AESI
sector: Energy
industry: Oil & Gas Equipment & Services
transaction_type: sale_partial
amount_range: 100001.0
transaction_date: 2026-05-13
disclosure_date: 2026-06-10
trade_direction: sell
scored_at: 2026-07-20T02:34:38.012271+00:00
engine_version: 1.2.0
company_name: Atlas Energy Solutions Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8833-119", "event_type": "bill", "composite_score": 75.6, "event_summary": "Sister City Transparency Act"}, {"event_id": "hr8906-119", "event_type": "bill", "composite_score": 68.41, "event_summary": "To prohibit the purchase of American Housing supply by Foreign Countries, Adversaries, and Entities of Concern and to require the divestiture of existing housing ownership."}, {"event_id": "hr8995-119", "event_type": "bill", "composite_score": 66.16, "event_summary": "REMITTANCE Act"}, {"event_id": "hr9019-119", "event_type": "bill", "composite_score": 65.15, "event_summary": "POWER Act"}, {"event_id": "hr8766-119", "event_type": "bill", "composite_score": 59.83, "event_summary": "Deal Death, Face Death Act"}]


correlation_id: rollup__quiver_2026-05-13_B001236_XFIV
correlation_type: rollup
trade_id: quiver_2026-05-13_B001236_XFIV
bioguide_id: B001236
member_name: John Boozman
party: R
chamber: Senate
ticker: XFIV
transaction_type: purchase
amount_range: 50001.0
transaction_date: 2026-05-13
disclosure_date: 2026-06-16
trade_direction: buy
scored_at: 2026-07-20T02:34:38.191597+00:00
engine_version: 1.2.0
company_name: BondBloxx Bloomberg Five Year T
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "sres727-119", "event_type": "bill", "composite_score": 61.04, "event_summary": "A resolution supporting the designation of May 29, 2026, as \"Mental Health Awareness in Agriculture Day\" to raise awareness around mental health in the agricultural industry and workforce and to conti"}, {"event_id": "s4528-119", "event_type": "bill", "composite_score": 59.28, "event_summary": "IGNITE HBCU Excellence Act"}, {"event_id": "s4624-119", "event_type": "bill", "composite_score": 49.84, "event_summary": "Medicare Access to Radiology Care Act of 2026"}, {"event_id": "s4487-119", "event_type": "bill", "composite_score": 41.87, "event_summary": "Veterans’ Compensation Cost-of-Living Adjustment Act of 2026"}, {"event_id": "s4744-119", "event_type": "bill", "composite_score": 38.5, "event_summary": "Take Care of America’s Veterans Act"}]

ml_shap_top3_distill:
[{"contribution": -14.2283, "factor": "jurisdiction_raw"}, {"contribution": 8.5634, "factor": "timing_raw"}, {"contribution": 5.0328, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.034, "factor": "disclosure_lag_raw"}, {"contribution": 0.0308, "factor": "timing_raw"}, {"contribution": -0.0227, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-05-12_J000310_ACN
correlation_type: rollup
trade_id: quiver_2026-05-12_J000310_ACN
bioguide_id: J000310
member_name: Julie Johnson
party: D
chamber: House
ticker: ACN
sector: Information Technology
industry: IT Consulting & Other Services
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-05-12
disclosure_date: 2026-06-12
trade_direction: sell
scored_at: 2026-07-20T02:34:38.421769+00:00
engine_version: 1.2.0
company_name: Accenture plc
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8794-119", "event_type": "bill", "composite_score": 71.39, "event_summary": "FED UP with Bleeding Disorders Act of 2026"}, {"event_id": "hres1282-119", "event_type": "bill", "composite_score": 71.39, "event_summary": "Recognizing the 75th anniversary of the American College of Obstetricians and Gynecologists and its critical role in advancing the practice of obstetrics and gynecology and the health and well-being o"}, {"event_id": "hr8831-119", "event_type": "bill", "composite_score": 69.74, "event_summary": "Protecting Our Democracy Act"}, {"event_id": "hr8807-119", "event_type": "bill", "composite_score": 69.74, "event_summary": "Maternal Health Pandemic Response Act"}, {"event_id": "hres1285-119", "event_type": "bill", "composite_score": 69.74, "event_summary": "Expressing the sense of the House of Representatives that over 25 years of real-world evidence and hundreds of peer-reviewed studies proving that mifepristone is safe and effective should be respected"}]

ml_shap_top3_distill:
[{"contribution": 7.2605, "factor": "timing_raw"}, {"contribution": 4.9948, "factor": "jurisdiction_raw"}, {"contribution": 2.8818, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0312, "factor": "disclosure_lag_raw"}, {"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.004, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-05-12_J000309_MSFT
correlation_type: rollup
trade_id: quiver_2026-05-12_J000309_MSFT
bioguide_id: J000309
member_name: Jonathan Jackson
party: D
chamber: House
ticker: MSFT
sector: Information Technology
industry: Systems Software
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-05-12
disclosure_date: 2026-06-16
trade_direction: sell
scored_at: 2026-07-20T02:34:38.666296+00:00
engine_version: 1.2.0
company_name: Microsoft Corporation
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8798-119", "event_type": "bill", "composite_score": 76.65, "event_summary": "Universal School Meals Program Act of 2026"}, {"event_id": "hr8831-119", "event_type": "bill", "composite_score": 75.01, "event_summary": "Protecting Our Democracy Act"}, {"event_id": "hr8807-119", "event_type": "bill", "composite_score": 75.01, "event_summary": "Maternal Health Pandemic Response Act"}, {"event_id": "hres1285-119", "event_type": "bill", "composite_score": 75.01, "event_summary": "Expressing the sense of the House of Representatives that over 25 years of real-world evidence and hundreds of peer-reviewed studies proving that mifepristone is safe and effective should be respected"}, {"event_id": "hr8811-119", "event_type": "bill", "composite_score": 75.01, "event_summary": "Moms Matter Act"}]

ml_shap_top3_distill:
[{"contribution": 6.828, "factor": "timing_raw"}, {"contribution": 4.8946, "factor": "disclosure_lag_raw"}, {"contribution": 4.6955, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0142, "factor": "jurisdiction_raw"}, {"contribution": 0.0076, "factor": "timing_raw"}, {"contribution": 0.0037, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-05-11_C001123_THLEF
correlation_type: rollup
trade_id: quiver_2026-05-11_C001123_THLEF
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: THLEF
sector: Industrials
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-05-11
disclosure_date: 2026-06-08
trade_direction: buy
scored_at: 2026-07-20T02:34:38.897489+00:00
engine_version: 1.2.0
company_name: THALES
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1291-119", "event_type": "bill", "composite_score": 67.16, "event_summary": "Expressing support for the recognition of May 3 through May 9, 2026, as Wildfire Preparedness Week, the national event educating the public on fire safety and preparedness, and supporting the goals of"}, {"event_id": "SUB_2026-05-21_D26P000865", "event_type": "contract", "composite_score": 66.83, "event_summary": "to THE BOEING COMPANY | $152,929"}, {"event_id": "SUB_2026-05-18_27HAL00700", "event_type": "contract", "composite_score": 61.98, "event_summary": "to ETS-LINDGREN INC | $66,020"}, {"event_id": "hr9003-119", "event_type": "bill", "composite_score": 58.94, "event_summary": "Keep Illegal Handguns Out of the Mail Act of 2026"}, {"event_id": "hr9099-119", "event_type": "bill", "composite_score": 51.5, "event_summary": "DHS Release Transparency Act"}]


correlation_id: rollup__quiver_2026-05-11_C001123_VLTO
correlation_type: rollup
trade_id: quiver_2026-05-11_C001123_VLTO
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: VLTO
sector: Industrials
industry: Pollution & Treatment Controls
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-05-11
disclosure_date: 2026-06-08
trade_direction: buy
scored_at: 2026-07-20T02:34:39.057068+00:00
engine_version: 1.2.0
company_name: Veralto Corp
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1291-119", "event_type": "bill", "composite_score": 67.16, "event_summary": "Expressing support for the recognition of May 3 through May 9, 2026, as Wildfire Preparedness Week, the national event educating the public on fire safety and preparedness, and supporting the goals of"}, {"event_id": "SUB_2026-05-18_27HAL00700", "event_type": "contract", "composite_score": 61.98, "event_summary": "to ETS-LINDGREN INC | $66,020"}, {"event_id": "SUB_2026-05-21_D26P000865", "event_type": "contract", "composite_score": 58.94, "event_summary": "to THE BOEING COMPANY | $152,929"}, {"event_id": "hr9003-119", "event_type": "bill", "composite_score": 58.94, "event_summary": "Keep Illegal Handguns Out of the Mail Act of 2026"}, {"event_id": "hr9099-119", "event_type": "bill", "composite_score": 51.5, "event_summary": "DHS Release Transparency Act"}]


correlation_id: rollup__quiver_2026-05-11_C001123_FLEX
correlation_type: rollup
trade_id: quiver_2026-05-11_C001123_FLEX
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: FLEX
sector: Technology
industry: Electronic Components
transaction_type: sale_partial
amount_range: 50001.0
transaction_date: 2026-05-11
disclosure_date: 2026-06-08
trade_direction: sell
scored_at: 2026-07-20T02:34:39.389956+00:00
engine_version: 1.2.0
company_name: Flex Ltd.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-05-26_51109238", "event_type": "contract", "composite_score": 58.24, "event_summary": "to CDW GOVERNMENT LLC | $78,975"}, {"event_id": "hr8802-119", "event_type": "bill", "composite_score": 53.43, "event_summary": "January 6th Law Enforcement Heroes Compensation Fund Act"}, {"event_id": "hres1285-119", "event_type": "bill", "composite_score": 51.89, "event_summary": "Expressing the sense of the House of Representatives that over 25 years of real-world evidence and hundreds of peer-reviewed studies proving that mifepristone is safe and effective should be respected"}, {"event_id": "SUB_2026-04-30_P-00042974", "event_type": "contract", "composite_score": 45.44, "event_summary": "to CDW GOVERNMENT LLC | $46,374"}, {"event_id": "SUB_2026-04-29_2601523", "event_type": "contract", "composite_score": 44.62, "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,137"}]

ml_shap_top3_distill:
[{"contribution": -8.7832, "factor": "timing_raw"}, {"contribution": 5.5965, "factor": "jurisdiction_raw"}, {"contribution": 1.9701, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0195, "factor": "timing_raw"}, {"contribution": 0.0156, "factor": "jurisdiction_raw"}, {"contribution": 0.0067, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-05-08_H001082_DVN
correlation_type: rollup
trade_id: quiver_2026-05-08_H001082_DVN
bioguide_id: H001082
member_name: Kevin Hern
party: R
chamber: House
ticker: DVN
sector: Energy
industry: Oil & Gas E&P
transaction_type: exchange
amount_range: 15001.0
transaction_date: 2026-05-08
disclosure_date: 2026-06-02
trade_direction: buy
scored_at: 2026-07-20T02:34:39.624489+00:00
engine_version: 1.2.0
company_name: Devon Energy Corporation
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8891-119", "event_type": "bill", "composite_score": 76.843, "event_summary": "Rural MOMS Act of 2026"}, {"event_id": "hr9060-119", "event_type": "bill", "composite_score": 68.861, "event_summary": "Precious Metals Parity Act"}, {"event_id": "hres1156-119", "event_type": "bill", "composite_score": 44.967000000000006, "event_summary": "Expressing support for tax policies that support working families."}, {"event_id": "hr8101-119", "event_type": "bill", "composite_score": 42.12, "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)"}, {"event_id": "hr7527-119", "event_type": "bill", "composite_score": 42.09400000000001, "event_summary": "Pay Less at the Pump Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": -5.771, "factor": "timing_raw"}, {"contribution": 4.6431, "factor": "jurisdiction_raw"}, {"contribution": 1.7106, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0229, "factor": "timing_raw"}, {"contribution": 0.0109, "factor": "jurisdiction_raw"}, {"contribution": 0.0077, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-05-08_W000802_NVDA
correlation_type: rollup
trade_id: quiver_2026-05-08_W000802_NVDA
bioguide_id: W000802
member_name: Sheldon Whitehouse
party: D
chamber: Senate
ticker: NVDA
sector: Information Technology
industry: Semiconductors
transaction_type: sale_partial
amount_range: 100001.0
transaction_date: 2026-05-08
disclosure_date: 2026-06-02
trade_direction: sell
scored_at: 2026-07-20T02:34:40.353918+00:00
engine_version: 1.2.0
company_name: NVIDIA Corporation
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s4545-119", "event_type": "bill", "composite_score": 68.41, "event_summary": "Scientific Integrity Act"}, {"event_id": "s4533-119", "event_type": "bill", "composite_score": 68.41, "event_summary": "Coast Guard Personnel Equipment Act"}, {"event_id": "s4572-119", "event_type": "bill", "composite_score": 63.32, "event_summary": "Ending Passenger Rail Forced Arbitration Act"}, {"event_id": "sres751-119", "event_type": "bill", "composite_score": 61.73, "event_summary": "A resolution designating May 2026 as \"ALS Awareness Month\"."}, {"event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_type": "contract", "composite_score": 57.62, "event_summary": "to ACCENTURE LLP | $2,690,723"}]

ml_shap_top3_distill:
[{"contribution": 4.7958, "factor": "jurisdiction_raw"}, {"contribution": 2.483, "factor": "amount_raw"}, {"contribution": 1.2612, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0245, "factor": "amount_raw"}, {"contribution": -0.015, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-05-08_C001123_PLTR
correlation_type: rollup
trade_id: quiver_2026-05-08_C001123_PLTR
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: PLTR
sector: Information Technology
industry: Application Software
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-05-08
disclosure_date: 2026-06-08
trade_direction: sell
scored_at: 2026-07-20T02:34:40.509236+00:00
engine_version: 1.2.0
company_name: Palantir Technologies Inc.
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8802-119", "event_type": "bill", "composite_score": 65.44, "event_summary": "January 6th Law Enforcement Heroes Compensation Fund Act"}, {"event_id": "hres1285-119", "event_type": "bill", "composite_score": 64.2, "event_summary": "Expressing the sense of the House of Representatives that over 25 years of real-world evidence and hundreds of peer-reviewed studies proving that mifepristone is safe and effective should be respected"}, {"event_id": "hr8914-119", "event_type": "bill", "composite_score": 58.29, "event_summary": "No Taxpayer-Funded Settlement Slush Funds Act of 2026"}, {"event_id": "hr9003-119", "event_type": "bill", "composite_score": 57.52, "event_summary": "Keep Illegal Handguns Out of the Mail Act of 2026"}, {"event_id": "hr8968-119", "event_type": "bill", "composite_score": 57.52, "event_summary": "No Presidential Self-Serving Lawsuits Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": 4.6012, "factor": "jurisdiction_raw"}, {"contribution": 2.6536, "factor": "disclosure_lag_raw"}, {"contribution": 1.2364, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0542, "factor": "timing_raw"}, {"contribution": -0.0311, "factor": "disclosure_lag_raw"}, {"contribution": 0.0129, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-05-08_C001123_PRIM
correlation_type: rollup
trade_id: quiver_2026-05-08_C001123_PRIM
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: PRIM
sector: Industrials
industry: Engineering & Construction
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-05-08
disclosure_date: 2026-06-08
trade_direction: sell
scored_at: 2026-07-20T02:34:40.757514+00:00
engine_version: 1.2.0
company_name: Primoris Services Corporation
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1291-119", "event_type": "bill", "composite_score": 64.2, "event_summary": "Expressing support for the recognition of May 3 through May 9, 2026, as Wildfire Preparedness Week, the national event educating the public on fire safety and preparedness, and supporting the goals of"}, {"event_id": "SUB_2026-05-18_27HAL00700", "event_type": "contract", "composite_score": 59.99, "event_summary": "to ETS-LINDGREN INC | $66,020"}, {"event_id": "SUB_2026-05-21_D26P000865", "event_type": "contract", "composite_score": 57.52, "event_summary": "to THE BOEING COMPANY | $152,929"}, {"event_id": "hr9003-119", "event_type": "bill", "composite_score": 57.52, "event_summary": "Keep Illegal Handguns Out of the Mail Act of 2026"}, {"event_id": "hr8707-119", "event_type": "bill", "composite_score": 55.62, "event_summary": "No Funds for Iran War Act"}]

ml_shap_top3_distill:
[{"contribution": 4.6019, "factor": "jurisdiction_raw"}, {"contribution": 2.6536, "factor": "disclosure_lag_raw"}, {"contribution": 1.2364, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0449, "factor": "disclosure_lag_raw"}, {"contribution": -0.0234, "factor": "timing_raw"}, {"contribution": 0.0077, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-05-08_M001232_BWXT
correlation_type: rollup
trade_id: quiver_2026-05-08_M001232_BWXT
bioguide_id: M001232
member_name: April Mcclain Delaney
party: D
chamber: House
ticker: BWXT
sector: Industrials
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-05-08
disclosure_date: 2026-06-05
trade_direction: buy
scored_at: 2026-07-20T02:34:40.937798+00:00
engine_version: 1.2.0
company_name: BWX Technologies, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-05-21_D26P000865", "event_type": "contract", "composite_score": 65.41, "event_summary": "to THE BOEING COMPANY | $152,929"}, {"event_id": "hr1346-119", "event_type": "bill", "composite_score": 64.2, "event_summary": "To amend the Clean Air Act with respect to the ethanol waiver for Reid Vapor Pressure under that Act, and for other purposes."}, {"event_id": "hr8831-119", "event_type": "bill", "composite_score": 64.2, "event_summary": "Protecting Our Democracy Act"}, {"event_id": "SUB_2026-05-18_27HAL00700", "event_type": "contract", "composite_score": 59.99, "event_summary": "to ETS-LINDGREN INC | $66,020"}, {"event_id": "hr8707-119", "event_type": "bill", "composite_score": 55.62, "event_summary": "No Funds for Iran War Act"}]

ml_shap_top3_distill:
[{"contribution": 11.8681, "factor": "jurisdiction_raw"}, {"contribution": -7.7846, "factor": "timing_raw"}, {"contribution": 1.8212, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0582, "factor": "jurisdiction_raw"}, {"contribution": 0.0093, "factor": "timing_raw"}, {"contribution": 0.0078, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-05-08_A000372_ACN
correlation_type: rollup
trade_id: quiver_2026-05-08_A000372_ACN
bioguide_id: A000372
member_name: Richard W. Allen
party: R
chamber: House
ticker: ACN
sector: Information Technology
industry: IT Consulting & Other Services
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-05-08
disclosure_date: 2026-06-16
trade_direction: sell
scored_at: 2026-07-20T02:34:41.139275+00:00
engine_version: 1.2.0
company_name: Accenture plc
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8743-119", "event_type": "bill", "composite_score": 76.25, "event_summary": "SMART Kids Act"}, {"event_id": "hr2853-119", "event_type": "bill", "composite_score": 74.92, "event_summary": "Combating Organized Retail Crime Act of 2025"}, {"event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_type": "contract", "composite_score": 70.78, "event_summary": "to ACCENTURE LLP | $2,690,723"}, {"event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_type": "contract", "composite_score": 60.71, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451"}, {"event_id": "hres1334-119", "event_type": "bill", "composite_score": 60.65, "event_summary": "Reaffirming the Nation's commitment to one Nation Under God in the Pledge of Allegiance."}]

ml_shap_top3_distill:
[{"contribution": 6.4692, "factor": "disclosure_lag_raw"}, {"contribution": 4.579, "factor": "jurisdiction_raw"}, {"contribution": 2.8457, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0156, "factor": "jurisdiction_raw"}, {"contribution": -0.0139, "factor": "amount_raw"}, {"contribution": 0.0015, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-05-07_S001203_PODD
correlation_type: rollup
trade_id: quiver_2026-05-07_S001203_PODD
bioguide_id: S001203
member_name: Tina Smith
party: D
chamber: Senate
ticker: PODD
sector: Healthcare
industry: Medical Devices
transaction_type: sale_full
amount_range: 100001.0
transaction_date: 2026-05-07
disclosure_date: 2026-05-10
trade_direction: sell
scored_at: 2026-07-20T02:34:41.379984+00:00
engine_version: 1.2.0
company_name: Insulet Corporation
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-05-21_24-0829-024", "event_type": "contract", "composite_score": 61.01, "event_summary": "to CERTIFIED AIR BALANCE CO INC | $109,280"}, {"event_id": "SUB_2026-05-28_ISPACE-SWES-BTS-APEIS-MOD 2", "event_type": "contract", "composite_score": 57.18, "event_summary": "to ISPACE, INC. | $44,824"}, {"event_id": "s4503-119", "event_type": "bill", "composite_score": 51.23, "event_summary": "Advancing Menopause Care and Mid-Life Women’s Health Act"}, {"event_id": "sres732-119", "event_type": "bill", "composite_score": 48.82, "event_summary": "A resolution expressing the sense of the Senate that over 25 years of real-world evidence and hundreds of peer-reviewed studies proving that mifepristone is safe and effective should be respected, and"}, {"event_id": "s4540-119", "event_type": "bill", "composite_score": 48.82, "event_summary": "Reproductive Health Care Accessibility Act"}]

ml_shap_top3_distill:
[{"contribution": -8.1509, "factor": "timing_raw"}, {"contribution": 5.5658, "factor": "jurisdiction_raw"}, {"contribution": 2.5212, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0226, "factor": "timing_raw"}, {"contribution": 0.019, "factor": "jurisdiction_raw"}, {"contribution": 0.0092, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-05-07_M001236_RYCEY
correlation_type: rollup
trade_id: quiver_2026-05-07_M001236_RYCEY
bioguide_id: M001236
member_name: Tim Moore
party: R
chamber: House
ticker: RYCEY
sector: Industrials
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-05-07
disclosure_date: 2026-05-19
trade_direction: buy
scored_at: 2026-07-20T02:34:41.748918+00:00
engine_version: 1.2.0
company_name: Rolls Royce Holdings plc
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1261-119", "event_type": "bill", "composite_score": 72.1, "event_summary": "Expressing support for the designation of the week of May 3 through May 9, 2026, as \"National Small Business Week\" to celebrate the contributions of small businesses and entrepreneurs in every communi"}, {"event_id": "SUB_2026-05-21_D26P000865", "event_type": "contract", "composite_score": 63.65, "event_summary": "to THE BOEING COMPANY | $152,929"}, {"event_id": "SUB_2026-05-18_27HAL00700", "event_type": "contract", "composite_score": 58.06, "event_summary": "to ETS-LINDGREN INC | $66,020"}, {"event_id": "hres1320-119", "event_type": "bill", "composite_score": 55.08, "event_summary": "Calling upon all Americans on this Memorial Day, 2026, to honor the men and women of the Armed Forces who have died in the pursuit of freedom and peace."}, {"event_id": "SUB_2026-04-29_D26P000645", "event_type": "contract", "composite_score": 53.02, "event_summary": "to THE BOEING COMPANY | $130,791"}]


correlation_id: rollup__quiver_2026-05-07_E000296_TMO
correlation_type: rollup
trade_id: quiver_2026-05-07_E000296_TMO
bioguide_id: E000296
member_name: Dwight Evans
party: D
chamber: House
ticker: TMO
sector: Health Care
industry: Life Sciences Tools & Services
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-05-07
disclosure_date: 2026-05-15
trade_direction: sell
scored_at: 2026-07-20T02:34:41.952066+00:00
engine_version: 1.2.0
company_name: Thermo Fisher Scientific Inc.
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8798-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "Universal School Meals Program Act of 2026"}, {"event_id": "hr8831-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "Protecting Our Democracy Act"}, {"event_id": "hr8868-119", "event_type": "bill", "composite_score": 60.89, "event_summary": "Restoring Overtime Pay Act of 2026"}, {"event_id": "hr8907-119", "event_type": "bill", "composite_score": 57.23, "event_summary": "IMPACT to Save Moms Act"}, {"event_id": "hr8910-119", "event_type": "bill", "composite_score": 57.23, "event_summary": "SLUSH FUND Act of 2026"}]


correlation_id: rollup__quiver_2026-05-07_J000305_QCOM
correlation_type: rollup
trade_id: quiver_2026-05-07_J000305_QCOM
bioguide_id: J000305
member_name: Sara Jacobs
party: D
chamber: House
ticker: QCOM
sector: Information Technology
industry: Semiconductors
transaction_type: sale_partial
amount_range: 500001.0
transaction_date: 2026-05-07
disclosure_date: 2026-05-20
trade_direction: sell
scored_at: 2026-07-20T02:34:42.200103+00:00
engine_version: 1.2.0
company_name: QUALCOMM Incorporated
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8798-119", "event_type": "bill", "composite_score": 70.51, "event_summary": "Universal School Meals Program Act of 2026"}, {"event_id": "hr8831-119", "event_type": "bill", "composite_score": 69.35, "event_summary": "Protecting Our Democracy Act"}, {"event_id": "hr8807-119", "event_type": "bill", "composite_score": 69.35, "event_summary": "Maternal Health Pandemic Response Act"}, {"event_id": "hr8811-119", "event_type": "bill", "composite_score": 69.35, "event_summary": "Moms Matter Act"}, {"event_id": "hr8907-119", "event_type": "bill", "composite_score": 64.61, "event_summary": "IMPACT to Save Moms Act"}]

ml_shap_top3_distill:
[{"contribution": 4.8174, "factor": "jurisdiction_raw"}, {"contribution": 4.3183, "factor": "amount_raw"}, {"contribution": 1.2798, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0245, "factor": "amount_raw"}, {"contribution": -0.015, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-05-07_W000802_ORCL
correlation_type: rollup
trade_id: quiver_2026-05-07_W000802_ORCL
bioguide_id: W000802
member_name: Sheldon Whitehouse
party: D
chamber: Senate
ticker: ORCL
sector: Information Technology
industry: Application Software
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-05-07
disclosure_date: 2026-06-02
trade_direction: sell
scored_at: 2026-07-20T02:34:42.395866+00:00
engine_version: 1.2.0
company_name: Oracle Corporation
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s4545-119", "event_type": "bill", "composite_score": 63.03, "event_summary": "Scientific Integrity Act"}, {"event_id": "s4533-119", "event_type": "bill", "composite_score": 63.03, "event_summary": "Coast Guard Personnel Equipment Act"}, {"event_id": "s4572-119", "event_type": "bill", "composite_score": 58.29, "event_summary": "Ending Passenger Rail Forced Arbitration Act"}, {"event_id": "sres751-119", "event_type": "bill", "composite_score": 56.8, "event_summary": "A resolution designating May 2026 as \"ALS Awareness Month\"."}, {"event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_type": "contract", "composite_score": 52.97, "event_summary": "to ACCENTURE LLP | $2,690,723"}]


correlation_id: rollup__quiver_2026-05-07_C001123_FLEX
correlation_type: rollup
trade_id: quiver_2026-05-07_C001123_FLEX
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: FLEX
sector: Technology
industry: Electronic Components
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-05-07
disclosure_date: 2026-06-08
trade_direction: sell
scored_at: 2026-07-20T02:34:42.549132+00:00
engine_version: 1.2.0
company_name: Flex Ltd.
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8707-119", "event_type": "bill", "composite_score": 56.83, "event_summary": "No Funds for Iran War Act"}, {"event_id": "SUB_2026-05-26_51109238", "event_type": "contract", "composite_score": 55.99, "event_summary": "to CDW GOVERNMENT LLC | $78,975"}, {"event_id": "SUB_2026-04-30_P-00042974", "event_type": "contract", "composite_score": 49.37, "event_summary": "to CDW GOVERNMENT LLC | $46,374"}, {"event_id": "SUB_2026-04-29_2601523", "event_type": "contract", "composite_score": 48.28, "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,137"}, {"event_id": "hr8802-119", "event_type": "bill", "composite_score": 47.88, "event_summary": "January 6th Law Enforcement Heroes Compensation Fund Act"}]

ml_shap_top3_distill:
[{"contribution": -15.0792, "factor": "jurisdiction_raw"}, {"contribution": 9.1082, "factor": "timing_raw"}, {"contribution": 2.7173, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0388, "factor": "timing_raw"}, {"contribution": -0.0136, "factor": "jurisdiction_raw"}, {"contribution": 0.0127, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-05-07_K000376_BMY
correlation_type: rollup
trade_id: quiver_2026-05-07_K000376_BMY
bioguide_id: K000376
member_name: Mike Kelly
party: R
chamber: House
ticker: BMY
sector: Health Care
industry: Pharmaceuticals
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-05-07
disclosure_date: 2026-06-11
trade_direction: sell
scored_at: 2026-07-20T02:34:42.872098+00:00
engine_version: 1.2.0
company_name: Bristol-Myers Squibb Company
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8783-119", "event_type": "bill", "composite_score": 69.46, "event_summary": "To amend the Internal Revenue Code of 1986 to exclude from gross income charitable distributions from certain employer-sponsored retirement plans, and for other purposes."}, {"event_id": "hr8892-119", "event_type": "bill", "composite_score": 63.55, "event_summary": "CAL Repayment Act"}, {"event_id": "hr1041-119", "event_type": "bill", "composite_score": 56.44, "event_summary": "Veterans 2nd Amendment Protection Act"}, {"event_id": "hres1338-119", "event_type": "bill", "composite_score": 56.15, "event_summary": "Supporting the designation of June as Family Month."}, {"event_id": "hr227-119", "event_type": "bill", "composite_score": 50.43, "event_summary": "Clergy Act"}]

ml_shap_top3_distill:
[{"contribution": 4.6833, "factor": "disclosure_lag_raw"}, {"contribution": 4.3313, "factor": "jurisdiction_raw"}, {"contribution": 1.2312, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0291, "factor": "timing_raw"}, {"contribution": 0.0129, "factor": "jurisdiction_raw"}, {"contribution": -0.0123, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-05-06_S001211_TCNNF
correlation_type: rollup
trade_id: quiver_2026-05-06_S001211_TCNNF
bioguide_id: S001211
member_name: Greg Stanton
party: D
chamber: House
ticker: TCNNF
sector: Healthcare
industry: Drug Manufacturers - Specialty & Generic
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-05-06
disclosure_date: 2026-05-07
trade_direction: sell
scored_at: 2026-07-20T02:34:43.228657+00:00
engine_version: 1.2.0
company_name: Trulieve Cannabis Corporation
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-05-21_24-0829-024", "event_type": "contract", "composite_score": 56.14, "event_summary": "to CERTIFIED AIR BALANCE CO INC | $109,280"}, {"event_id": "SUB_2026-05-28_ISPACE-SWES-BTS-APEIS-MOD 2", "event_type": "contract", "composite_score": 52.56, "event_summary": "to ISPACE, INC. | $44,824"}, {"event_id": "hres1285-119", "event_type": "bill", "composite_score": 43.52, "event_summary": "Expressing the sense of the House of Representatives that over 25 years of real-world evidence and hundreds of peer-reviewed studies proving that mifepristone is safe and effective should be respected"}, {"event_id": "hr8831-119", "event_type": "bill", "composite_score": 43.52, "event_summary": "Protecting Our Democracy Act"}, {"event_id": "hres1318-119", "event_type": "bill", "composite_score": 37.71, "event_summary": "Expressing support for the designation of the month of May 2026 as \"Progressive Supranuclear Palsy and Corticobasal Degeneration Awareness Month\"."}]

ml_shap_top3_distill:
[{"contribution": -8.7645, "factor": "timing_raw"}, {"contribution": 5.4433, "factor": "jurisdiction_raw"}, {"contribution": 1.9116, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0155, "factor": "jurisdiction_raw"}, {"contribution": 0.0153, "factor": "timing_raw"}, {"contribution": 0.0088, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-05-06_J000305_QCOM
correlation_type: rollup
trade_id: quiver_2026-05-06_J000305_QCOM
bioguide_id: J000305
member_name: Sara Jacobs
party: D
chamber: House
ticker: QCOM
sector: Information Technology
industry: Semiconductors
transaction_type: sale_partial
amount_range: 500001.0
transaction_date: 2026-05-06
disclosure_date: 2026-05-20
trade_direction: sell
scored_at: 2026-07-20T02:34:43.466747+00:00
engine_version: 1.2.0
company_name: QUALCOMM Incorporated
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8798-119", "event_type": "bill", "composite_score": 69.35, "event_summary": "Universal School Meals Program Act of 2026"}, {"event_id": "hr8831-119", "event_type": "bill", "composite_score": 68.26, "event_summary": "Protecting Our Democracy Act"}, {"event_id": "hr8807-119", "event_type": "bill", "composite_score": 68.26, "event_summary": "Maternal Health Pandemic Response Act"}, {"event_id": "hr8811-119", "event_type": "bill", "composite_score": 68.26, "event_summary": "Moms Matter Act"}, {"event_id": "hr8907-119", "event_type": "bill", "composite_score": 63.84, "event_summary": "IMPACT to Save Moms Act"}]

ml_shap_top3_distill:
[{"contribution": 5.4637, "factor": "jurisdiction_raw"}, {"contribution": 4.3183, "factor": "amount_raw"}, {"contribution": 1.3255, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0251, "factor": "amount_raw"}, {"contribution": -0.0163, "factor": "timing_raw"}, {"contribution": 0.0133, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-05-06_M001242_ETOR
correlation_type: rollup
trade_id: quiver_2026-05-06_M001242_ETOR
bioguide_id: M001242
member_name: Bernardo Moreno
party: R
chamber: Senate
ticker: ETOR
sector: Financial Services
industry: Capital Markets
transaction_type: sale_full
amount_range: 100001.0
transaction_date: 2026-05-06
disclosure_date: 2026-05-22
trade_direction: sell
scored_at: 2026-07-20T02:34:43.621439+00:00
engine_version: 1.2.0
company_name: eToro Group Ltd.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-05-13_D26P000792", "event_type": "contract", "composite_score": 67.24, "event_summary": "to AVIATRIX INC | $124,760"}, {"event_id": "SUB_2026-05-14_MSA #82024 / TO 80", "event_type": "contract", "composite_score": 66.16, "event_summary": "to EFR ENVIRONMENTAL SERVICES INC. | $47,250"}, {"event_id": "SUB_2026-05-22_2372", "event_type": "contract", "composite_score": 59.72, "event_summary": "to INTERVIZUM, L.L.C. | $1,655,731"}, {"event_id": "SUB_2026-05-22_3850", "event_type": "contract", "composite_score": 59.72, "event_summary": "to INTERVIZUM, L.L.C. | $781,607"}, {"event_id": "SUB_2026-05-04_PO26-02730", "event_type": "contract", "composite_score": 58.19, "event_summary": "to CUBIC DIGITAL INTELLIGENCE INC | $46,742"}]

ml_shap_top3_distill:
[{"contribution": 5.4422, "factor": "jurisdiction_raw"}, {"contribution": 2.483, "factor": "amount_raw"}, {"contribution": 1.3069, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0251, "factor": "amount_raw"}, {"contribution": -0.0163, "factor": "timing_raw"}, {"contribution": 0.0133, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-05-05_B001291_CODI
correlation_type: rollup
trade_id: quiver_2026-05-05_B001291_CODI
bioguide_id: B001291
member_name: Brian Babin
party: R
chamber: House
ticker: CODI
sector: Industrials
industry: Conglomerates
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-05-05
disclosure_date: 2026-05-18
trade_direction: sell
scored_at: 2026-07-20T02:34:43.869450+00:00
engine_version: 1.2.0
company_name: D/B/A Compass Diversified Holdi
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8679-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "To amend title 38, United States Code, to require the Secretary of Veterans Affairs to transmit a veteran's history of opioid prescriptions to a Community Care health care provider."}, {"event_id": "hr2071-119", "event_type": "bill", "composite_score": 60.89, "event_summary": "Save Our Shrimpers Act"}, {"event_id": "hr8826-119", "event_type": "bill", "composite_score": 59.88, "event_summary": "In God We Trust Act"}, {"event_id": "SUB_2026-05-18_27HAL00700", "event_type": "contract", "composite_score": 56.47, "event_summary": "to ETS-LINDGREN INC | $66,020"}, {"event_id": "SUB_2026-05-21_D26P000865", "event_type": "contract", "composite_score": 54.46, "event_summary": "to THE BOEING COMPANY | $152,929"}]


correlation_id: rollup__quiver_2026-05-05_B001291_FTAI
correlation_type: rollup
trade_id: quiver_2026-05-05_B001291_FTAI
bioguide_id: B001291
member_name: Brian Babin
party: R
chamber: House
ticker: FTAI
sector: Industrials
industry: Aerospace & Defense
transaction_type: sale_partial
amount_range: 50001.0
transaction_date: 2026-05-05
disclosure_date: 2026-05-18
trade_direction: sell
scored_at: 2026-07-20T02:34:44.408399+00:00
engine_version: 1.2.0
company_name: FTAI Aviation Ltd.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8679-119", "event_type": "bill", "composite_score": 71.85, "event_summary": "To amend title 38, United States Code, to require the Secretary of Veterans Affairs to transmit a veteran's history of opioid prescriptions to a Community Care health care provider."}, {"event_id": "SUB_2026-05-21_D26P000865", "event_type": "contract", "composite_score": 65.51, "event_summary": "to THE BOEING COMPANY | $152,929"}, {"event_id": "hr2071-119", "event_type": "bill", "composite_score": 64.05, "event_summary": "Save Our Shrimpers Act"}, {"event_id": "hr8826-119", "event_type": "bill", "composite_score": 63.04, "event_summary": "In God We Trust Act"}, {"event_id": "SUB_2026-05-18_27HAL00700", "event_type": "contract", "composite_score": 59.62, "event_summary": "to ETS-LINDGREN INC | $66,020"}]

ml_shap_top3_distill:
[{"contribution": 7.1026, "factor": "timing_raw"}, {"contribution": 5.1567, "factor": "jurisdiction_raw"}, {"contribution": 2.3838, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0147, "factor": "timing_raw"}, {"contribution": 0.0107, "factor": "jurisdiction_raw"}, {"contribution": -0.0048, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-05-05_B001291_WDS
correlation_type: rollup
trade_id: quiver_2026-05-05_B001291_WDS
bioguide_id: B001291
member_name: Brian Babin
party: R
chamber: House
ticker: WDS
sector: Energy
industry: Oil & Gas E&P
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-05-05
disclosure_date: 2026-05-18
trade_direction: sell
scored_at: 2026-07-20T02:34:44.639171+00:00
engine_version: 1.2.0
company_name: Woodside Energy Group Limited
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr2071-119", "event_type": "bill", "composite_score": 60.89, "event_summary": "Save Our Shrimpers Act"}, {"event_id": "hr8826-119", "event_type": "bill", "composite_score": 59.88, "event_summary": "In God We Trust Act"}, {"event_id": "hr8630-119", "event_type": "bill", "composite_score": 48.62, "event_summary": "PEAT Act of 2026"}, {"event_id": "hr8538-119", "event_type": "bill", "composite_score": 46.21, "event_summary": "Save America’s Family Forests Act of 2026"}, {"event_id": "hres1205-119", "event_type": "bill", "composite_score": 39.98, "event_summary": "Encouraging military discounts in honor of the 250th anniversary of the United States."}]


correlation_id: rollup__quiver_2026-05-05_B001291_HII
correlation_type: rollup
trade_id: quiver_2026-05-05_B001291_HII
bioguide_id: B001291
member_name: Brian Babin
party: R
chamber: House
ticker: HII
sector: Industrials
industry: Aerospace & Defense
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-05-05
disclosure_date: 2026-05-18
trade_direction: sell
scored_at: 2026-07-20T02:34:44.829336+00:00
engine_version: 1.2.0
company_name: Huntington Ingalls Industries, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8679-119", "event_type": "bill", "composite_score": 69.74, "event_summary": "To amend title 38, United States Code, to require the Secretary of Veterans Affairs to transmit a veteran's history of opioid prescriptions to a Community Care health care provider."}, {"event_id": "SUB_2026-05-21_D26P000865", "event_type": "contract", "composite_score": 63.41, "event_summary": "to THE BOEING COMPANY | $152,929"}, {"event_id": "hr2071-119", "event_type": "bill", "composite_score": 61.95, "event_summary": "Save Our Shrimpers Act"}, {"event_id": "hr8826-119", "event_type": "bill", "composite_score": 60.93, "event_summary": "In God We Trust Act"}, {"event_id": "SUB_2026-05-18_27HAL00700", "event_type": "contract", "composite_score": 57.52, "event_summary": "to ETS-LINDGREN INC | $66,020"}]


correlation_id: rollup__quiver_2026-05-05_B001291_WPM
correlation_type: rollup
trade_id: quiver_2026-05-05_B001291_WPM
bioguide_id: B001291
member_name: Brian Babin
party: R
chamber: House
ticker: WPM
sector: Basic Materials
industry: Gold
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-05-05
disclosure_date: 2026-05-18
trade_direction: sell
scored_at: 2026-07-20T02:34:46.037220+00:00
engine_version: 1.2.0
company_name: Wheaton Precious Metals Corp
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8826-119", "event_type": "bill", "composite_score": 42.51, "event_summary": "In God We Trust Act"}, {"event_id": "SUB_2026-03-19_02009065-004", "event_type": "contract", "composite_score": 40.27, "event_summary": "to NFG CONSULTING, INC | $365,066"}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 19.22, "event_summary": "ALERT Act"}, {"event_id": "hres1073-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "Expressing support for the designation of February 21 through February 28, 2026, as \"National FFA Week\", recognizing the important role of the National Future Farmers of America (FFA) Organization in "}, {"event_id": "hr556-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "Protecting Access for Hunters and Anglers Act"}]

ml_shap_top3_distill:
[{"contribution": -13.5454, "factor": "jurisdiction_raw"}, {"contribution": -2.6133, "factor": "timing_raw"}, {"contribution": 2.0659, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0202, "factor": "timing_raw"}, {"contribution": -0.0114, "factor": "jurisdiction_raw"}, {"contribution": 0.009, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-05-05_G000583_AMD
correlation_type: rollup
trade_id: quiver_2026-05-05_G000583_AMD
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: AMD
sector: Information Technology
industry: Semiconductors
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-05-05
disclosure_date: 2026-06-03
trade_direction: buy
scored_at: 2026-07-20T02:34:46.192853+00:00
engine_version: 1.2.0
company_name: Advanced Micro Devices, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8697-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "Guard the Skies Act"}, {"event_id": "hr8700-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "Protecting U.S. Farmland and Sensitive Sites From Foreign Adversaries Act"}, {"event_id": "hr8694-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "Assault Weapon Financing Accountability Act"}, {"event_id": "hres1270-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "Expressing support for the designation of July 15, 2026, as \"Glioblastoma Awareness Day\"."}, {"event_id": "hr8750-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "COPS Reauthorization Act of 2026"}]


correlation_id: rollup__quiver_2026-05-05_C001120_META
correlation_type: rollup
trade_id: quiver_2026-05-05_C001120_META
bioguide_id: C001120
member_name: Daniel Crenshaw
party: R
chamber: House
ticker: META
sector: Communication Services
industry: Interactive Media & Services
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-05-05
disclosure_date: 2026-07-16
trade_direction: sell
scored_at: 2026-07-20T02:34:46.366088+00:00
engine_version: 1.2.0
company_name: Meta Platforms, Inc.
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8990-119", "event_type": "bill", "composite_score": 64.99, "event_summary": "Protect Domestic Oil and Gas Small Business Act of 2026"}, {"event_id": "hr9139-119", "event_type": "bill", "composite_score": 59.6, "event_summary": "Medicaid Financing Clarification Act of 2026"}, {"event_id": "hr8400-119", "event_type": "bill", "composite_score": 50.51, "event_summary": "DATA Act of 2026"}, {"event_id": "hres1200-119", "event_type": "bill", "composite_score": 49.84, "event_summary": "Supporting the designation of March 2026 as Endometriosis Awareness Month."}, {"event_id": "hr6409-119", "event_type": "bill", "composite_score": 48.1, "event_summary": "FENCES Act"}]

ml_shap_top3_distill:
[{"contribution": -8.7248, "factor": "timing_raw"}, {"contribution": 8.1928, "factor": "disclosure_lag_raw"}, {"contribution": 5.5071, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0714, "factor": "disclosure_lag_raw"}, {"contribution": 0.0171, "factor": "jurisdiction_raw"}, {"contribution": -0.0071, "factor": "amount_raw"}]


