# trades

trade_id: quiver_2025-04-08_B001236_AVGO
bioguide_id: B001236
member_name: John Boozman
party: R
chamber: Senate
ticker: AVGO
company_name: Broadcom Inc.
sector: Information Technology
asset_description_raw: AVGO
transaction_type: purchase
amount_range: $1,001 - $15,000
transaction_date: 2025-04-08
disclosure_date: 2025-05-14
enrichment: {"ollama_resolved": false, "resolution_method": "quiverquant_direct"}
ingested_at: 2026-02-22T21:08:48.045925+00:00
industry: Semiconductors
committees_with_jurisdiction:
["Senate Committee on Appropriations", "Senate Committee on Veterans' Affairs", "Commission on Security and Cooperation in Europe"]


trade_id: quiver_2026-02-04_M001190_MCK
bioguide_id: M001190
member_name: Markwayne Mullin
party: R
chamber: Senate
ticker: MCK
company_name: McKesson Corporation
sector: Health Care
asset_description_raw: MCK
transaction_type: purchase
amount_range: $15,001 - $50,000
transaction_date: 2026-02-04
disclosure_date: 2026-03-02
enrichment: {"ollama_resolved": false, "resolution_method": "quiverquant_direct"}
ingested_at: 2026-03-03T02:00:02.467228+00:00
industry: Health Care Distributors
committees_with_jurisdiction:
["Senate Committee on Appropriations", "Senate Committee on Health, Education, Labor, and Pensions", "Senate Committee on Indian Affairs"]


trade_id: quiver_2026-02-24_C001047_ITW
bioguide_id: C001047
member_name: Shelley Moore Capito
party: R
chamber: Senate
ticker: ITW
company_name: Illinois Tool Works Inc.
sector: Industrials
asset_description_raw: ITW
transaction_type: sale_partial
amount_range: $1,001 - $15,000
transaction_date: 2026-02-24
disclosure_date: 2026-03-04
enrichment: {"ollama_resolved": false, "resolution_method": "quiverquant_direct"}
ingested_at: 2026-03-05T02:00:02.783454+00:00
industry: Specialty Industrial Machinery
committees_with_jurisdiction:
["Senate Committee on Appropriations", "Senate Committee on Commerce, Science, and Transportation", "Senate Committee on Environment and Public Works"]


trade_id: quiver_2025-12-16_K000398_LLYVK
bioguide_id: K000398
member_name: Thomas H. Kean Jr
party: R
chamber: House
ticker: LLYVK
company_name: Liberty Live Holdings, Inc. - S
sector: Communication Services
asset_description_raw: LLYVK
transaction_type: exchange
amount_range: $1,001 - $15,000
transaction_date: 2025-12-16
disclosure_date: 2026-01-16
committees_with_jurisdiction: ["Communication Services"]
enrichment: {"ollama_resolved": false, "resolution_method": "quiverquant_direct"}
ingested_at: 2026-02-22T14:45:25.691612+00:00
industry: Entertainment
narrative:
This trade was flagged due to a high correlation score of 87.33, driven by three key factors: the trade occurred 2 days prior to a significant event (


trade_id: quiver_2026-02-13_K000383_MSFT
bioguide_id: K000383
member_name: Angus King
party: I
chamber: Senate
ticker: MSFT
company_name: Microsoft Corporation
sector: Information Technology
asset_description_raw: MSFT
transaction_type: sale_full
amount_range: $1,001 - $15,000
transaction_date: 2026-02-13
disclosure_date: 2026-03-24
enrichment: {"ollama_resolved": false, "resolution_method": "quiverquant_direct"}
ingested_at: 2026-03-25T01:00:05.727975+00:00
industry: Systems Software
committees_with_jurisdiction:
["Senate Committee on Armed Services", "Senate Committee on Veterans' Affairs", "Senate Select Committee on Intelligence"]


trade_id: quiver_2026-03-19_M001218_LHX
bioguide_id: M001218
member_name: Richard Dean Dr Mccormick
party: R
chamber: House
ticker: LHX
company_name: L3Harris Technologies, Inc.
sector: Aerospace & Defense
asset_description_raw: LHX
transaction_type: sale_partial
amount_range: $1,001 - $15,000
transaction_date: 2026-03-19
disclosure_date: 2026-04-07
enrichment: {"ollama_resolved": false, "resolution_method": "quiverquant_direct"}
ingested_at: 2026-04-09T01:00:03.951169+00:00
industry: Aerospace & Defense
committees_with_jurisdiction:
["House Committee on Science, Space, and Technology", "House Committee on Armed Services", "House Committee on Foreign Affairs"]


trade_id: quiver_2026-03-30_F000479_MSFT
bioguide_id: F000479
member_name: John Fetterman
party: D
chamber: Senate
ticker: MSFT
company_name: Microsoft Corporation
sector: Information Technology
asset_description_raw: MSFT
transaction_type: purchase
amount_range: $1,001 - $15,000
transaction_date: 2026-03-30
disclosure_date: 2026-04-03
enrichment: {"ollama_resolved": false, "resolution_method": "quiverquant_direct"}
ingested_at: 2026-04-08T01:00:02.641606+00:00
industry: Systems Software
committees_with_jurisdiction:
["Senate Committee on Commerce, Science, and Transportation", "Senate Committee on Homeland Security and Governmental Affairs", "Commission on Security and Cooperation in Europe"]


trade_id: quiver_2026-03-02_C001123_THR
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: THR
company_name: Thermon Group Holdings, Inc.
sector: Industrials
asset_description_raw: THR
transaction_type: sale_partial
amount_range: $1,001 - $15,000
transaction_date: 2026-03-02
disclosure_date: 2026-03-09
committees_with_jurisdiction: ["House Committee on Armed Services"]
enrichment: {"ollama_resolved": false, "resolution_method": "quiverquant_direct"}
ingested_at: 2026-03-11T02:00:02.339729+00:00
industry: Specialty Industrial Machinery
narrative:
This trade was flagged due to a high correlation score of 80/100, driven by significant committee overlap (26.3 points) with lobbying firms


trade_id: quiver_2026-01-13_J000309_TMUS
bioguide_id: J000309
member_name: Jonathan Jackson
party: D
chamber: House
ticker: TMUS
company_name: T-Mobile US, Inc.
sector: Communication Services
asset_description_raw: TMUS
transaction_type: sale_partial
amount_range: $50,001 - $100,000
transaction_date: 2026-01-13
disclosure_date: 2026-02-23
committees_with_jurisdiction: []
enrichment: {"ollama_resolved": false, "resolution_method": "quiverquant_direct"}
ingested_at: 2026-02-25T02:00:04.311174+00:00
industry: Wireless Telecommunication Services
narrative:
This trade was flagged due to a high correlation score of 83.57/100, driven by close event timing (1 day apart), sector-related committee overlap, and


trade_id: quiver_2026-03-25_C001123_TDG
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: TDG
company_name: TransDigm Group Incorporated
sector: Industrials
asset_description_raw: TDG
transaction_type: sale_partial
amount_range: $1,001 - $15,000
transaction_date: 2026-03-25
disclosure_date: 2026-04-07
committees_with_jurisdiction: ["House Committee on Armed Services"]
enrichment: {"ollama_resolved": false, "resolution_method": "quiverquant_direct"}
ingested_at: 2026-04-09T01:00:02.783425+00:00
industry: Aerospace & Defense
narrative:
This trade was flagged due to a high correlation score of 80, driven by significant overlaps in committee memberships (26.3 points) between Gilbert Cisneros and lobbying firms targeting entities like AMTRAK, the DOD, and the FAA. The trade occurred within 0 days of relevant events


trade_id: quiver_2026-03-27_C001123_SARO
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: SARO
company_name: StandardAero, Inc.
sector: Industrials
asset_description_raw: SARO
transaction_type: purchase
amount_range: $1,001 - $15,000
transaction_date: 2026-03-27
disclosure_date: 2026-04-07
committees_with_jurisdiction: ["House Committee on Armed Services"]
enrichment: {"ollama_resolved": false, "resolution_method": "quiverquant_direct"}
ingested_at: 2026-04-09T01:00:02.314886+00:00
industry: Aerospace & Defense
narrative:
This trade was flagged due to a high correlation score of 80.05, driven by Committee overlap (industry) and Event timing (0 days apart),


trade_id: quiver_2026-03-23_M001217_GE
bioguide_id: M001217
member_name: Jared Moskowitz
party: D
chamber: House
ticker: GE
company_name: GE Aerospace
sector: Industrials
asset_description_raw: GE
transaction_type: purchase
amount_range: $1,001 - $15,000
transaction_date: 2026-03-23
disclosure_date: 2026-04-30
committees_with_jurisdiction: ["House Committee on Foreign Affairs"]
enrichment: {"ollama_resolved": false, "resolution_method": "quiverquant_direct"}
ingested_at: 2026-05-02T01:00:04.110160+00:00
industry: Aerospace & Defense
narrative:
The trade by Jared Moskowitz (D-) to purchase GE shares on 2026-03-23 was flagged due to a high correlation score of 85.01/100, driven by committee overlap in the industrials sector (26.3 points), proximity in event timing (22.9 points), and a pre-event trade (15.8 points). These factors align with lobbying activities targeting defense and aviation regulatory bodies


trade_id: quiver_2026-03-23_M001217_PH
bioguide_id: M001217
member_name: Jared Moskowitz
party: D
chamber: House
ticker: PH
company_name: Parker-Hannifin Corporation
sector: Industrials
asset_description_raw: PH
transaction_type: purchase
amount_range: $1,001 - $15,000
transaction_date: 2026-03-23
disclosure_date: 2026-04-30
committees_with_jurisdiction: ["House Committee on Foreign Affairs"]
enrichment: {"ollama_resolved": false, "resolution_method": "quiverquant_direct"}
ingested_at: 2026-05-02T01:00:03.622785+00:00
industry: Specialty Industrial Machinery
narrative:
This trade was flagged due to a high correlation score of 80.52, driven by strong alignment in event timing (0 days apart), committee overlap in the industrials sector, and a pre-event trade signal. The disclosure


trade_id: quiver_2026-04-09_G000583_F
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: F
company_name: Ford Motor Company
sector: Consumer Discretionary
asset_description_raw: F
transaction_type: sale_partial
amount_range: $15,001 - $50,000
transaction_date: 2026-04-09
disclosure_date: 2026-05-19
committees_with_jurisdiction: ["House Committee on Financial Services"]
enrichment: {"ollama_resolved": false, "resolution_method": "quiverquant_direct"}
ingested_at: 2026-05-20T14:33:05.476391+00:00
industry: Automobile Manufacturers
narrative:
This trade was flagged due to a high correlation score of 83.68/100, driven by strong alignment between the transaction and three key factors: event timing (0 days apart), committee overlap in sectors, and a pre-event trade. The sale


trade_id: quiver_2026-04-09_G000583_T
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: T
company_name: AT&T Inc.
sector: Communication Services
asset_description_raw: T
transaction_type: sale_partial
amount_range: $1,001 - $15,000
transaction_date: 2026-04-09
disclosure_date: 2026-05-19
committees_with_jurisdiction: ["House Permanent Select Committee on Intelligence"]
enrichment: {"ollama_resolved": false, "resolution_method": "quiverquant_direct"}
ingested_at: 2026-05-20T14:33:04.691836+00:00
industry: Integrated Telecommunication Services
narrative:
The trade by Josh Gottheimer (D-) involving a partial sale of AT&T Inc. shares on 2026-04-09 was flagged due to a high correlation score of 82.63/10


# correlations

correlation_id: rollup__quiver_2026-02-05_C001123_DAY
correlation_type: rollup
trade_id: quiver_2026-02-05_C001123_DAY
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: DAY
sector: Technology
industry: Software - Application
transaction_type: sale_partial
amount_range: 50001.0
transaction_date: 2026-02-05
disclosure_date: 2026-03-09
trade_direction: sell
scored_at: 2026-05-06T01:27:40.842651+00:00
engine_version: 1.1.0
company_name: Dayforce, Inc.
severity_tier: low
top_correlations:
[{"event_id": "hr5894-119", "event_type": "bill", "composite_score": 0.0, "event_summary": "RESTRAIN Act"}, {"event_id": "hr5764-119", "event_type": "bill", "composite_score": 0.0, "event_summary": "AI for Main Street Act"}, {"event_id": "hres1061-119", "event_type": "bill", "composite_score": 0.0, "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026."}, {"event_id": "hr6318-119", "event_type": "bill", "composite_score": 0.0, "event_summary": "No GOUGE Act"}, {"event_id": "hr6597-119", "event_type": "bill", "composite_score": 0.0, "event_summary": "LET’S Protect Workers Act"}]


correlation_id: rollup__quiver_2026-01-13_J000309_WMT
correlation_type: rollup
trade_id: quiver_2026-01-13_J000309_WMT
bioguide_id: J000309
member_name: Jonathan Jackson
party: D
chamber: House
ticker: WMT
sector: Consumer Staples
industry: Consumer Staples Merchandise Retail
transaction_type: purchase
amount_range: 50001.0
transaction_date: 2026-01-13
disclosure_date: 2026-02-23
trade_direction: buy
scored_at: 2026-05-31T15:51:59.606524+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7206-119", "event_type": "bill", "composite_score": 73.57, "event_summary": "Farm and Family Relief Act"}, {"event_id": "hr7521-119", "event_type": "bill", "composite_score": 62.76, "event_summary": "United States-Cuba Trade Act of 2026"}, {"event_id": "hr7565-119", "event_type": "bill", "composite_score": 62.76, "event_summary": "To ensure sufficient food assistance for the civilian population of Gaza."}]

ml_shap_top3:
[{"contribution": 8.3413, "factor": "disclosure_lag_raw"}, {"contribution": -5.6617, "factor": "timing_raw"}, {"contribution": 4.9725, "factor": "jurisdiction_raw"}]

ml_shap_top3_distill:
[{"contribution": 8.3413, "factor": "disclosure_lag_raw"}, {"contribution": -5.6617, "factor": "timing_raw"}, {"contribution": 4.9725, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0607, "factor": "disclosure_lag_raw"}, {"contribution": -0.0244, "factor": "timing_raw"}, {"contribution": 0.0176, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-01-13_P000048_SIRI
correlation_type: rollup
trade_id: quiver_2026-01-13_P000048_SIRI
bioguide_id: P000048
member_name: August Lee Pfluger Ii
party: R
chamber: House
ticker: SIRI
sector: Communication Services
industry: Entertainment
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-01-13
disclosure_date: 2026-02-11
trade_direction: sell
scored_at: 2026-05-31T15:51:59.622085+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres998-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "Commending President Trump, his administration, and the brave men and women of the Armed Forces, Intelligence Community, and Justice Department for the remarkable success of \"Operation Absolute Resolv"}, {"event_id": "hr7184-119", "event_type": "bill", "composite_score": 60.89, "event_summary": "PRESS Act"}, {"event_id": "hr7272-119", "event_type": "bill", "composite_score": 55.75, "event_summary": "Pipeline Cybersecurity Preparedness Act"}, {"event_id": "hr7294-119", "event_type": "bill", "composite_score": 53.88, "event_summary": "AI for Secure Networks Act"}, {"event_id": "hr7300-119", "event_type": "bill", "composite_score": 53.88, "event_summary": "Make Elections Great Again Act"}]

ml_shap_top3:
[{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.005, "factor": "timing_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-01-14_A000372_AWK
correlation_type: rollup
trade_id: quiver_2026-01-14_A000372_AWK
bioguide_id: A000372
member_name: Richard W. Allen
party: R
chamber: House
ticker: AWK
sector: Utilities
industry: Utilities - Regulated Water
transaction_type: sale_partial
amount_range: 50001.0
transaction_date: 2026-01-14
disclosure_date: 2026-02-17
trade_direction: sell
scored_at: 2026-05-31T15:51:59.638956+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr3616-119", "event_type": "bill", "composite_score": 37.22, "event_summary": "Reliable Power Act"}, {"event_id": "hr6373-119", "event_type": "bill", "composite_score": 34.6, "event_summary": "Air Permitting Improvements to Protect National Security Act of 2025"}]

ml_shap_top3:
[{"contribution": -14.7941, "factor": "timing_raw"}, {"contribution": -12.5344, "factor": "trade_before_event_raw"}, {"contribution": 4.8236, "factor": "jurisdiction_raw"}]

ml_shap_top3_distill:
[{"contribution": -14.7941, "factor": "timing_raw"}, {"contribution": -12.5344, "factor": "trade_before_event_raw"}, {"contribution": 4.8236, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0374, "factor": "disclosure_lag_raw"}, {"contribution": 0.0212, "factor": "trade_before_event_raw"}, {"contribution": -0.0209, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-01-14_A000372_PAYX
correlation_type: rollup
trade_id: quiver_2026-01-14_A000372_PAYX
bioguide_id: A000372
member_name: Richard W. Allen
party: R
chamber: House
ticker: PAYX
sector: Technology
industry: Software - Application
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-01-14
disclosure_date: 2026-02-17
trade_direction: sell
scored_at: 2026-05-31T15:51:59.662830+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7300-119", "event_type": "bill", "composite_score": 41.3, "event_summary": "Make Elections Great Again Act"}, {"event_id": "hr7368-119", "event_type": "bill", "composite_score": 38.76, "event_summary": "Riley Gaines Act"}, {"event_id": "hr7421-119", "event_type": "bill", "composite_score": 36.96, "event_summary": "SAFE Olympic Sports Act"}, {"event_id": "hr3616-119", "event_type": "bill", "composite_score": 20.9, "event_summary": "Reliable Power Act"}, {"event_id": "hr6373-119", "event_type": "bill", "composite_score": 18.28, "event_summary": "Air Permitting Improvements to Protect National Security Act of 2025"}]

ml_shap_top3:
[{"contribution": -15.1653, "factor": "jurisdiction_raw"}, {"contribution": -9.5616, "factor": "timing_raw"}, {"contribution": 3.4953, "factor": "disclosure_lag_raw"}]

ml_shap_top3_distill:
[{"contribution": -15.1653, "factor": "jurisdiction_raw"}, {"contribution": -9.5616, "factor": "timing_raw"}, {"contribution": 3.4953, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0731, "factor": "disclosure_lag_raw"}, {"contribution": -0.0267, "factor": "jurisdiction_raw"}, {"contribution": -0.0153, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-01-14_A000372_SPGI
correlation_type: rollup
trade_id: quiver_2026-01-14_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: purchase
amount_range: 15001.0
transaction_date: 2026-01-14
disclosure_date: 2026-02-17
trade_direction: buy
scored_at: 2026-05-31T15:51:59.682738+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7230-119", "event_type": "bill", "composite_score": 47.73, "event_summary": "Buying American Cotton Act of 2026"}, {"event_id": "hr7300-119", "event_type": "bill", "composite_score": 41.3, "event_summary": "Make Elections Great Again Act"}, {"event_id": "hr7362-119", "event_type": "bill", "composite_score": 38.76, "event_summary": "Form 5500 Filing Simplification Act"}, {"event_id": "hr7462-119", "event_type": "bill", "composite_score": 36.67, "event_summary": "Farmers’ AID Relief Act"}, {"event_id": "hr6167-119", "event_type": "bill", "composite_score": 18.16, "event_summary": "HEALTH Act of 2025"}]

ml_shap_top3:
[{"contribution": -13.2693, "factor": "jurisdiction_raw"}, {"contribution": 4.0936, "factor": "disclosure_lag_raw"}, {"contribution": -2.1506, "factor": "timing_raw"}]

ml_shap_top3_distill:
[{"contribution": -13.2693, "factor": "jurisdiction_raw"}, {"contribution": 4.0936, "factor": "disclosure_lag_raw"}, {"contribution": -2.1506, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0652, "factor": "disclosure_lag_raw"}, {"contribution": -0.0333, "factor": "timing_raw"}, {"contribution": -0.0223, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-01-14_H000273_ETN
correlation_type: rollup
trade_id: quiver_2026-01-14_H000273_ETN
bioguide_id: H000273
member_name: John Hickenlooper
party: D
chamber: Senate
ticker: ETN
sector: Industrials
industry: Specialty Industrial Machinery
transaction_type: purchase
amount_range: 50001.0
transaction_date: 2026-01-14
disclosure_date: 2026-02-06
trade_direction: buy
scored_at: 2026-05-31T15:51:59.701462+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3631-119", "event_type": "bill", "composite_score": 75.26, "event_summary": "PUBLIC SAFETY Act"}, {"event_id": "sjres103-119", "event_type": "bill", "composite_score": 59.62, "event_summary": "A joint resolution providing for congressional disapproval under chapter 8 of title 5, United States Code, of the rule submitted by the Department of Veterans Affairs relating to \"Reproductive Health "}, {"event_id": "s3800-119", "event_type": "bill", "composite_score": 54.66, "event_summary": "ePermit Act"}, {"event_id": "sres602-119", "event_type": "bill", "composite_score": 54.66, "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games."}, {"event_id": "s3869-119", "event_type": "bill", "composite_score": 52.46, "event_summary": "Healthy Families Act"}]

ml_shap_top3:
[{"contribution": 6.7702, "factor": "timing_raw"}, {"contribution": 5.2066, "factor": "jurisdiction_raw"}, {"contribution": 1.4261, "factor": "amount_raw"}]

ml_shap_top3_distill:
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ml_shap_top3_car:
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correlation_id: rollup__quiver_2026-01-14_H000273_LOW
correlation_type: rollup
trade_id: quiver_2026-01-14_H000273_LOW
bioguide_id: H000273
member_name: John Hickenlooper
party: D
chamber: Senate
ticker: LOW
sector: Consumer Cyclical
industry: Home Improvement Retail
transaction_type: sale_partial
amount_range: 50001.0
transaction_date: 2026-01-14
disclosure_date: 2026-02-06
trade_direction: sell
scored_at: 2026-05-31T15:51:59.719674+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
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ml_shap_top3:
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ml_shap_top3_distill:
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ml_shap_top3_car:
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correlation_id: rollup__quiver_2026-01-14_H000273_UBER
correlation_type: rollup
trade_id: quiver_2026-01-14_H000273_UBER
bioguide_id: H000273
member_name: John Hickenlooper
party: D
chamber: Senate
ticker: UBER
sector: Technology
industry: Software - Application
transaction_type: purchase
amount_range: 100001.0
transaction_date: 2026-01-14
disclosure_date: 2026-02-06
trade_direction: buy
scored_at: 2026-05-31T15:51:59.759487+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
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ml_shap_top3:
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ml_shap_top3_distill:
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ml_shap_top3_car:
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correlation_id: rollup__quiver_2026-01-15_C001123_COLB
correlation_type: rollup
trade_id: quiver_2026-01-15_C001123_COLB
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: COLB
sector: Financial Services
industry: Banks - Regional
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-01-15
disclosure_date: 2026-02-13
trade_direction: sell
scored_at: 2026-05-31T15:51:59.778121+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
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ml_shap_top3:
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ml_shap_top3_distill:
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ml_shap_top3_car:
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correlation_id: rollup__quiver_2026-01-15_C001123_CSW
correlation_type: rollup
trade_id: quiver_2026-01-15_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: 2026-01-15
disclosure_date: 2026-02-13
trade_direction: buy
scored_at: 2026-05-31T15:51:59.799579+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7163-119", "event_type": "bill", "composite_score": 64.39, "event_summary": "PUBLIC SAFETY Act"}, {"event_id": "hres993-119", "event_type": "bill", "composite_score": 52.92, "event_summary": "Recognizing and expressing support for the Iranian people protesting for a free and democratic Iran."}, {"event_id": "hr7335-119", "event_type": "bill", "composite_score": 52.36, "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act"}, {"event_id": "hr7016-119", "event_type": "bill", "composite_score": 51.39, "event_summary": "No Funds for NATO Invasion Act"}, {"event_id": "hr7481-119", "event_type": "bill", "composite_score": 49.83, "event_summary": "Department of Homeland Security Appropriations Act, 2026"}]

ml_shap_top3:
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ml_shap_top3_distill:
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ml_shap_top3_car:
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correlation_id: rollup__quiver_2026-01-15_C001123_MEDP
correlation_type: rollup
trade_id: quiver_2026-01-15_C001123_MEDP
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: MEDP
sector: Healthcare
industry: Diagnostics & Research
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-01-15
disclosure_date: 2026-02-13
trade_direction: sell
scored_at: 2026-05-31T15:51:59.845244+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7163-119", "event_type": "bill", "composite_score": 47.02, "event_summary": "PUBLIC SAFETY Act"}, {"event_id": "hr7340-119", "event_type": "bill", "composite_score": 34.99, "event_summary": "Rebuild America’s Schools Act of 2026"}, {"event_id": "hr7481-119", "event_type": "bill", "composite_score": 32.46, "event_summary": "Department of Homeland Security Appropriations Act, 2026"}, {"event_id": "hr7499-119", "event_type": "bill", "composite_score": 32.46, "event_summary": "To amend the Consumer Product Safety Act to remove the exclusion of pistols, revolvers, and other firearms from the definition of consumer product in order to permit the issuance of safety standards f"}, {"event_id": "hres1058-119", "event_type": "bill", "composite_score": 32.46, "event_summary": "Recognizing that it is the duty of the Federal Government to develop and implement a Transgender Bill of Rights to protect and codify the rights of transgender and nonbinary people under the law and e"}]

ml_shap_top3:
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ml_shap_top3_car:
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correlation_id: rollup__quiver_2026-01-16_J000309_PLTR
correlation_type: rollup
trade_id: quiver_2026-01-16_J000309_PLTR
bioguide_id: J000309
member_name: Jonathan Jackson
party: D
chamber: House
ticker: PLTR
sector: Information Technology
industry: Application Software
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-01-16
disclosure_date: 2026-02-23
trade_direction: sell
scored_at: 2026-05-31T15:51:59.883915+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7220-119", "event_type": "bill", "composite_score": 72.62, "event_summary": "COINTELPRO Full Disclosure Act"}, {"event_id": "hjres144-119", "event_type": "bill", "composite_score": 67.53, "event_summary": "Providing for congressional disapproval under chapter 8 of title 5, United States Code, of the rule submitted by the Department of Veterans Affairs relating to \"Reproductive Health Services\"."}, {"event_id": "hr7119-119", "event_type": "bill", "composite_score": 64.04, "event_summary": "DHS Use of Force Oversight Act"}, {"event_id": "hres996-119", "event_type": "bill", "composite_score": 62.4, "event_summary": "Impeaching Kristi Lynn Arnold Noem, Secretary of Homeland Security, for high crimes and misdemeanors."}, {"event_id": "hres1040-119", "event_type": "bill", "composite_score": 61.83, "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month."}]

ml_shap_top3:
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ml_shap_top3_distill:
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ml_shap_top3_car:
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correlation_id: rollup__quiver_2026-01-16_P000197_AMZN
correlation_type: rollup
trade_id: quiver_2026-01-16_P000197_AMZN
bioguide_id: P000197
member_name: Nancy Pelosi
party: D
chamber: House
ticker: AMZN
sector: Consumer Cyclical
industry: Broadline Retail
transaction_type: purchase
amount_range: 500001.0
transaction_date: 2026-01-16
disclosure_date: 2026-01-23
trade_direction: buy
scored_at: 2026-05-31T15:51:59.906474+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7531-119", "event_type": "bill", "composite_score": 31.4, "event_summary": "Healthy Families Act"}]

ml_shap_top3:
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ml_shap_top3_distill:
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ml_shap_top3_car:
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correlation_id: rollup__quiver_2026-01-16_P000197_GOOGL
correlation_type: rollup
trade_id: quiver_2026-01-16_P000197_GOOGL
bioguide_id: P000197
member_name: Nancy Pelosi
party: D
chamber: House
ticker: GOOGL
sector: Communication Services
industry: Interactive Media & Services
transaction_type: purchase
amount_range: 500001.0
transaction_date: 2026-01-16
disclosure_date: 2026-01-23
trade_direction: buy
scored_at: 2026-05-31T15:51:59.926337+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres996-119", "event_type": "bill", "composite_score": 56.08, "event_summary": "Impeaching Kristi Lynn Arnold Noem, Secretary of Homeland Security, for high crimes and misdemeanors."}, {"event_id": "hr7541-119", "event_type": "bill", "composite_score": 52.99, "event_summary": "U.S. Farmworker Protection Act"}]

ml_shap_top3:
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ml_shap_top3_distill:
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ml_shap_top3_car:
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correlation_id: rollup__quiver_2026-01-16_P000197_NVDA
correlation_type: rollup
trade_id: quiver_2026-01-16_P000197_NVDA
bioguide_id: P000197
member_name: Nancy Pelosi
party: D
chamber: House
ticker: NVDA
sector: Technology
industry: Semiconductors
transaction_type: purchase
amount_range: 250001.0
transaction_date: 2026-01-16
disclosure_date: 2026-01-23
trade_direction: buy
scored_at: 2026-05-31T15:51:59.946706+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hjres144-119", "event_type": "bill", "composite_score": 45.95, "event_summary": "Providing for congressional disapproval under chapter 8 of title 5, United States Code, of the rule submitted by the Department of Veterans Affairs relating to \"Reproductive Health Services\"."}, {"event_id": "hres996-119", "event_type": "bill", "composite_score": 40.82, "event_summary": "Impeaching Kristi Lynn Arnold Noem, Secretary of Homeland Security, for high crimes and misdemeanors."}, {"event_id": "hr7531-119", "event_type": "bill", "composite_score": 37.72, "event_summary": "Healthy Families Act"}, {"event_id": "hr7541-119", "event_type": "bill", "composite_score": 37.72, "event_summary": "U.S. Farmworker Protection Act"}, {"event_id": "hr7004-119", "event_type": "bill", "composite_score": 34.1, "event_summary": "Public Integrity in Financial Prediction Markets Act of 2026"}]

ml_shap_top3:
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ml_shap_top3_distill:
[{"contribution": -13.893, "factor": "jurisdiction_raw"}, {"contribution": 2.5536, "factor": "amount_raw"}, {"contribution": -2.3595, "factor": "timing_raw"}]

ml_shap_top3_car:
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correlation_id: rollup__quiver_2026-01-16_P000197_TEM
correlation_type: rollup
trade_id: quiver_2026-01-16_P000197_TEM
bioguide_id: P000197
member_name: Nancy Pelosi
party: D
chamber: House
ticker: TEM
sector: Healthcare
industry: Health Information Services
transaction_type: purchase
amount_range: 50001.0
transaction_date: 2026-01-16
disclosure_date: 2026-01-23
trade_direction: buy
scored_at: 2026-05-31T15:51:59.964931+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hjres144-119", "event_type": "bill", "composite_score": 38.58, "event_summary": "Providing for congressional disapproval under chapter 8 of title 5, United States Code, of the rule submitted by the Department of Veterans Affairs relating to \"Reproductive Health Services\"."}, {"event_id": "hr7531-119", "event_type": "bill", "composite_score": 30.35, "event_summary": "Healthy Families Act"}]

ml_shap_top3:
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ml_shap_top3_distill:
[{"contribution": -13.6984, "factor": "jurisdiction_raw"}, {"contribution": -2.4089, "factor": "timing_raw"}, {"contribution": -2.1922, "factor": "multiple_signals_raw"}]

ml_shap_top3_car:
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correlation_id: rollup__quiver_2026-01-20_C001123_AEIS
correlation_type: rollup
trade_id: quiver_2026-01-20_C001123_AEIS
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: AEIS
sector: Industrials
industry: Electrical Equipment & Parts
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-01-20
disclosure_date: 2026-02-13
trade_direction: buy
scored_at: 2026-05-31T15:51:59.984916+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7163-119", "event_type": "bill", "composite_score": 72.1, "event_summary": "PUBLIC SAFETY Act"}, {"event_id": "hr7335-119", "event_type": "bill", "composite_score": 55.08, "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act"}, {"event_id": "hr7481-119", "event_type": "bill", "composite_score": 51.5, "event_summary": "Department of Homeland Security Appropriations Act, 2026"}, {"event_id": "hres1058-119", "event_type": "bill", "composite_score": 51.5, "event_summary": "Recognizing that it is the duty of the Federal Government to develop and implement a Transgender Bill of Rights to protect and codify the rights of transgender and nonbinary people under the law and e"}, {"event_id": "hres1061-119", "event_type": "bill", "composite_score": 51.12, "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026."}]

ml_shap_top3:
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ml_shap_top3_distill:
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ml_shap_top3_car:
[{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-01-20_F000110_GOOG
correlation_type: rollup
trade_id: quiver_2026-01-20_F000110_GOOG
bioguide_id: F000110
member_name: Cleo Fields
party: D
chamber: House
ticker: GOOG
sector: Communication Services
industry: Internet Content & Information
transaction_type: purchase
amount_range: 100001.0
transaction_date: 2026-01-20
disclosure_date: 2026-02-03
trade_direction: buy
scored_at: 2026-05-31T15:52:00.022092+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7247-119", "event_type": "bill", "composite_score": 67.24, "event_summary": "Prison Libraries Act of 2026"}, {"event_id": "hr7345-119", "event_type": "bill", "composite_score": 60.35, "event_summary": "Studying Disastrous Impacts of Mass Deportation Act"}, {"event_id": "hr7347-119", "event_type": "bill", "composite_score": 60.35, "event_summary": "Stop Inhumane Conditions in ICE Detention Act of 2026"}, {"event_id": "hr7391-119", "event_type": "bill", "composite_score": 59.72, "event_summary": "Community Health Center Drug Pricing Protection Act"}, {"event_id": "hres1040-119", "event_type": "bill", "composite_score": 59.72, "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month."}]

ml_shap_top3:
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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_2026-01-20_F000110_IREN
correlation_type: rollup
trade_id: quiver_2026-01-20_F000110_IREN
bioguide_id: F000110
member_name: Cleo Fields
party: D
chamber: House
ticker: IREN
sector: Financial Services
industry: Capital Markets
transaction_type: purchase
amount_range: 50001.0
transaction_date: 2026-01-20
disclosure_date: 2026-02-03
trade_direction: buy
scored_at: 2026-05-31T15:52:00.038760+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7206-119", "event_type": "bill", "composite_score": 53.43, "event_summary": "Farm and Family Relief Act"}, {"event_id": "hr7326-119", "event_type": "bill", "composite_score": 40.48, "event_summary": "ABODE Act"}, {"event_id": "hr6644-119", "event_type": "bill", "composite_score": 36.24, "event_summary": "21st Century ROAD to Housing Act"}, {"event_id": "hr7481-119", "event_type": "bill", "composite_score": 36.24, "event_summary": "Department of Homeland Security Appropriations Act, 2026"}, {"event_id": "hr7522-119", "event_type": "bill", "composite_score": 35.86, "event_summary": "Improving Access to Nutrition Act of 2026"}]

ml_shap_top3:
[{"contribution": -15.3361, "factor": "jurisdiction_raw"}, {"contribution": 8.4434, "factor": "timing_raw"}, {"contribution": 1.6445, "factor": "amount_raw"}]

ml_shap_top3_distill:
[{"contribution": -15.3361, "factor": "jurisdiction_raw"}, {"contribution": 8.4434, "factor": "timing_raw"}, {"contribution": 1.6445, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0132, "factor": "timing_raw"}, {"contribution": -0.0115, "factor": "jurisdiction_raw"}, {"contribution": -0.0049, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-01-20_F000110_META
correlation_type: rollup
trade_id: quiver_2026-01-20_F000110_META
bioguide_id: F000110
member_name: Cleo Fields
party: D
chamber: House
ticker: META
sector: Communication Services
industry: Interactive Media & Services
transaction_type: purchase
amount_range: 50001.0
transaction_date: 2026-01-20
disclosure_date: 2026-02-03
trade_direction: buy
scored_at: 2026-05-31T15:52:00.065449+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7247-119", "event_type": "bill", "composite_score": 65.14, "event_summary": "Prison Libraries Act of 2026"}, {"event_id": "hr7345-119", "event_type": "bill", "composite_score": 58.24, "event_summary": "Studying Disastrous Impacts of Mass Deportation Act"}, {"event_id": "hr7347-119", "event_type": "bill", "composite_score": 58.24, "event_summary": "Stop Inhumane Conditions in ICE Detention Act of 2026"}, {"event_id": "hr7391-119", "event_type": "bill", "composite_score": 57.62, "event_summary": "Community Health Center Drug Pricing Protection Act"}, {"event_id": "hres1040-119", "event_type": "bill", "composite_score": 57.62, "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month."}]

ml_shap_top3:
[{"contribution": 5.4359, "factor": "jurisdiction_raw"}, {"contribution": 1.959, "factor": "amount_raw"}, {"contribution": 1.3069, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": 5.4359, "factor": "jurisdiction_raw"}, {"contribution": 1.959, "factor": "amount_raw"}, {"contribution": 1.3069, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0255, "factor": "timing_raw"}, {"contribution": 0.0098, "factor": "jurisdiction_raw"}, {"contribution": -0.0087, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-01-20_J000309_JPM
correlation_type: rollup
trade_id: quiver_2026-01-20_J000309_JPM
bioguide_id: J000309
member_name: Jonathan Jackson
party: D
chamber: House
ticker: JPM
sector: Financials
industry: Diversified Banks
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-01-20
disclosure_date: 2026-02-23
trade_direction: buy
scored_at: 2026-05-31T15:52:00.106136+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7206-119", "event_type": "bill", "composite_score": 72.9, "event_summary": "Farm and Family Relief Act"}, {"event_id": "hr7220-119", "event_type": "bill", "composite_score": 72.9, "event_summary": "COINTELPRO Full Disclosure Act"}, {"event_id": "hres1056-119", "event_type": "bill", "composite_score": 56.13, "event_summary": "Calling for the annulment of the Monroe Doctrine and the development of a \"New Good Neighbor\" policy in order to foster improved relations and deeper, more effective cooperation between the United Sta"}, {"event_id": "hr7521-119", "event_type": "bill", "composite_score": 55.33, "event_summary": "United States-Cuba Trade Act of 2026"}, {"event_id": "hr7531-119", "event_type": "bill", "composite_score": 55.33, "event_summary": "Healthy Families Act"}]

ml_shap_top3:
[{"contribution": 6.9703, "factor": "timing_raw"}, {"contribution": 4.5809, "factor": "jurisdiction_raw"}, {"contribution": 3.8081, "factor": "disclosure_lag_raw"}]

ml_shap_top3_distill:
[{"contribution": 6.9703, "factor": "timing_raw"}, {"contribution": 4.5809, "factor": "jurisdiction_raw"}, {"contribution": 3.8081, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0319, "factor": "disclosure_lag_raw"}, {"contribution": 0.0134, "factor": "jurisdiction_raw"}, {"contribution": 0.0057, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-01-22_J000309_CPNG
correlation_type: rollup
trade_id: quiver_2026-01-22_J000309_CPNG
bioguide_id: J000309
member_name: Jonathan Jackson
party: D
chamber: House
ticker: CPNG
sector: Consumer Cyclical
industry: Internet Retail
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-01-22
disclosure_date: 2026-02-23
trade_direction: sell
scored_at: 2026-05-31T15:52:00.123982+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1040-119", "event_type": "bill", "composite_score": 40.48, "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month."}, {"event_id": "hr7479-119", "event_type": "bill", "composite_score": 37.56, "event_summary": "WORK to Save Lives Act"}, {"event_id": "hres1056-119", "event_type": "bill", "composite_score": 37.56, "event_summary": "Calling for the annulment of the Monroe Doctrine and the development of a \"New Good Neighbor\" policy in order to foster improved relations and deeper, more effective cooperation between the United Sta"}, {"event_id": "hr7521-119", "event_type": "bill", "composite_score": 36.65, "event_summary": "United States-Cuba Trade Act of 2026"}, {"event_id": "hr7531-119", "event_type": "bill", "composite_score": 36.65, "event_summary": "Healthy Families Act"}]

ml_shap_top3:
[{"contribution": -15.7347, "factor": "jurisdiction_raw"}, {"contribution": -8.9972, "factor": "timing_raw"}, {"contribution": 2.3157, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -15.7347, "factor": "jurisdiction_raw"}, {"contribution": -8.9972, "factor": "timing_raw"}, {"contribution": 2.3157, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0465, "factor": "disclosure_lag_raw"}, {"contribution": -0.0193, "factor": "timing_raw"}, {"contribution": -0.0171, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-01-22_J000309_VSAT
correlation_type: rollup
trade_id: quiver_2026-01-22_J000309_VSAT
bioguide_id: J000309
member_name: Jonathan Jackson
party: D
chamber: House
ticker: VSAT
sector: Technology
industry: Communication Equipment
transaction_type: purchase
amount_range: 50001.0
transaction_date: 2026-01-22
disclosure_date: 2026-02-23
trade_direction: buy
scored_at: 2026-05-31T15:52:00.148286+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7220-119", "event_type": "bill", "composite_score": 58.94, "event_summary": "COINTELPRO Full Disclosure Act"}, {"event_id": "hjres144-119", "event_type": "bill", "composite_score": 51.23, "event_summary": "Providing for congressional disapproval under chapter 8 of title 5, United States Code, of the rule submitted by the Department of Veterans Affairs relating to \"Reproductive Health Services\"."}, {"event_id": "hres1040-119", "event_type": "bill", "composite_score": 42.59, "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month."}, {"event_id": "hr7449-119", "event_type": "bill", "composite_score": 40.18, "event_summary": "PLATE Act"}, {"event_id": "hr7521-119", "event_type": "bill", "composite_score": 38.76, "event_summary": "United States-Cuba Trade Act of 2026"}]

ml_shap_top3:
[{"contribution": -15.3468, "factor": "jurisdiction_raw"}, {"contribution": 8.3434, "factor": "timing_raw"}, {"contribution": 2.686, "factor": "disclosure_lag_raw"}]

ml_shap_top3_distill:
[{"contribution": -15.3468, "factor": "jurisdiction_raw"}, {"contribution": 8.3434, "factor": "timing_raw"}, {"contribution": 2.686, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0375, "factor": "timing_raw"}, {"contribution": 0.0133, "factor": "amount_raw"}, {"contribution": -0.0129, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-01-23_K000398_JNJ
correlation_type: rollup
trade_id: quiver_2026-01-23_K000398_JNJ
bioguide_id: K000398
member_name: Thomas H. Kean Jr
party: R
chamber: House
ticker: JNJ
sector: Healthcare
industry: Pharmaceuticals
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-01-23
disclosure_date: 2026-02-19
trade_direction: sell
scored_at: 2026-05-31T15:52:00.167811+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7390-119", "event_type": "bill", "composite_score": 39.09, "event_summary": "SELF DRIVE Act of 2026"}, {"event_id": "hr7137-119", "event_type": "bill", "composite_score": 28.84, "event_summary": "Shutdown Fairness Act"}, {"event_id": "hr7118-119", "event_type": "bill", "composite_score": 27.75, "event_summary": "Genomic Answers for Children’s Health Act of 2026"}, {"event_id": "hr6856-119", "event_type": "bill", "composite_score": 14.81, "event_summary": "Peace Through Strength Against Russia Act of 2025"}, {"event_id": "hr6858-119", "event_type": "bill", "composite_score": 14.81, "event_summary": "Veteran Suicide Prevention Act"}]

ml_shap_top3:
[{"contribution": -13.9949, "factor": "jurisdiction_raw"}, {"contribution": -5.1486, "factor": "timing_raw"}, {"contribution": 1.9152, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -13.9949, "factor": "jurisdiction_raw"}, {"contribution": -5.1486, "factor": "timing_raw"}, {"contribution": 1.9152, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0131, "factor": "jurisdiction_raw"}, {"contribution": 0.0095, "factor": "amount_raw"}, {"contribution": 0.009, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-01-23_K000398_MKL
correlation_type: rollup
trade_id: quiver_2026-01-23_K000398_MKL
bioguide_id: K000398
member_name: Thomas H. Kean Jr
party: R
chamber: House
ticker: MKL
sector: Financial Services
industry: Insurance - Property & Casualty
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-01-23
disclosure_date: 2026-02-19
trade_direction: sell
scored_at: 2026-05-31T15:52:00.184652+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7137-119", "event_type": "bill", "composite_score": 28.84, "event_summary": "Shutdown Fairness Act"}, {"event_id": "hr7033-119", "event_type": "bill", "composite_score": 25.8, "event_summary": "Federal Correctional Officer Paycheck Protection Act of 2026"}, {"event_id": "hr6856-119", "event_type": "bill", "composite_score": 14.81, "event_summary": "Peace Through Strength Against Russia Act of 2025"}, {"event_id": "hr5891-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "Withhold Member Pay During Shutdowns Act"}, {"event_id": "hr6575-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "CommonGround for Affordable Health Care Act"}]

ml_shap_top3:
[{"contribution": -16.4644, "factor": "jurisdiction_raw"}, {"contribution": -12.6489, "factor": "trade_before_event_raw"}, {"contribution": -1.0197, "factor": "disclosure_lag_raw"}]

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_2026-01-23_M001236_HOG
correlation_type: rollup
trade_id: quiver_2026-01-23_M001236_HOG
bioguide_id: M001236
member_name: Tim Moore
party: R
chamber: House
ticker: HOG
sector: Consumer Cyclical
industry: Recreational Vehicles
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-01-23
disclosure_date: 2026-02-20
trade_direction: buy
scored_at: 2026-05-31T15:52:00.222855+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6644-119", "event_type": "bill", "composite_score": 35.46, "event_summary": "21st Century ROAD to Housing Act"}, {"event_id": "hr7622-119", "event_type": "bill", "composite_score": 32.19, "event_summary": "Iran Human Rights, Internet Freedom, and Accountability Act of 2026"}, {"event_id": "hr6955-119", "event_type": "bill", "composite_score": 21.32, "event_summary": "Main Street Act"}, {"event_id": "hr6293-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "Housing Supply Expansion Act of 2025"}, {"event_id": "hr6550-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "American FIRST Act of 2025"}]

ml_shap_top3:
[{"contribution": -15.5809, "factor": "jurisdiction_raw"}, {"contribution": -10.7833, "factor": "timing_raw"}, {"contribution": 2.2622, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -15.5809, "factor": "jurisdiction_raw"}, {"contribution": -10.7833, "factor": "timing_raw"}, {"contribution": 2.2622, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0365, "factor": "jurisdiction_raw"}, {"contribution": 0.0169, "factor": "timing_raw"}, {"contribution": 0.0094, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-01-23_M001243_GS
correlation_type: rollup
trade_id: quiver_2026-01-23_M001243_GS
bioguide_id: M001243
member_name: David H. McCormick
party: R
chamber: Senate
ticker: GS
sector: Financials
industry: Investment Banking & Brokerage
transaction_type: sale_full
amount_range: 1000001.0
transaction_date: 2026-01-23
disclosure_date: 2026-02-22
trade_direction: sell
scored_at: 2026-05-31T15:52:00.239602+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3659-119", "event_type": "bill", "composite_score": 53.55, "event_summary": "SECURE Minerals Act of 2026"}, {"event_id": "s3578-119", "event_type": "bill", "composite_score": 40.6, "event_summary": "Financial Stability Oversight Council Improvement Act of 2025"}, {"event_id": "s3080-119", "event_type": "bill", "composite_score": 39.75, "event_summary": "Nitazene Sanctions Act"}, {"event_id": "s3169-119", "event_type": "bill", "composite_score": 39.75, "event_summary": "UNLOCK Housing Act"}]

ml_shap_top3:
[{"contribution": -12.4823, "factor": "trade_before_event_raw"}, {"contribution": 5.1454, "factor": "jurisdiction_raw"}, {"contribution": 4.1164, "factor": "amount_raw"}]

ml_shap_top3_distill:
[{"contribution": -12.4823, "factor": "trade_before_event_raw"}, {"contribution": 5.1454, "factor": "jurisdiction_raw"}, {"contribution": 4.1164, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0229, "factor": "amount_raw"}, {"contribution": -0.0149, "factor": "timing_raw"}, {"contribution": 0.0135, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-01-26_G000583_SNDR
correlation_type: rollup
trade_id: quiver_2026-01-26_G000583_SNDR
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: SNDR
sector: Industrials
industry: Trucking
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-01-26
disclosure_date: 2026-02-26
trade_direction: sell
scored_at: 2026-05-31T15:52:00.258326+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hjres144-119", "event_type": "bill", "composite_score": 71.39, "event_summary": "Providing for congressional disapproval under chapter 8 of title 5, United States Code, of the rule submitted by the Department of Veterans Affairs relating to \"Reproductive Health Services\"."}, {"event_id": "hr7365-119", "event_type": "bill", "composite_score": 60.93, "event_summary": "To designate the facility of the United States Postal Service located at 1225 Kempsville Road in Virginia Beach, Virginia, as the \"Colonel Edward Shames Post Office Building\"."}, {"event_id": "hr7371-119", "event_type": "bill", "composite_score": 60.93, "event_summary": "No Flight, No Fight Act of 2026"}, {"event_id": "hr7380-119", "event_type": "bill", "composite_score": 60.93, "event_summary": "IRAN Act"}, {"event_id": "hr7438-119", "event_type": "bill", "composite_score": 56.8, "event_summary": "PETSAFE Act of 2026"}]

ml_shap_top3:
[{"contribution": 7.2605, "factor": "timing_raw"}, {"contribution": 4.9948, "factor": "jurisdiction_raw"}, {"contribution": 2.8818, "factor": "disclosure_lag_raw"}]

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_2026-01-27_C001123_AVAV
correlation_type: rollup
trade_id: quiver_2026-01-27_C001123_AVAV
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: AVAV
sector: Industrials
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-01-27
disclosure_date: 2026-02-13
trade_direction: buy
scored_at: 2026-05-31T15:52:00.274794+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7335-119", "event_type": "bill", "composite_score": 60.89, "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act"}, {"event_id": "hr7481-119", "event_type": "bill", "composite_score": 55.08, "event_summary": "Department of Homeland Security Appropriations Act, 2026"}, {"event_id": "hres1058-119", "event_type": "bill", "composite_score": 55.08, "event_summary": "Recognizing that it is the duty of the Federal Government to develop and implement a Transgender Bill of Rights to protect and codify the rights of transgender and nonbinary people under the law and e"}, {"event_id": "hres1061-119", "event_type": "bill", "composite_score": 54.46, "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026."}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 50.76, "event_summary": "ALERT Act"}]

ml_shap_top3:
[{"contribution": 4.6712, "factor": "jurisdiction_raw"}, {"contribution": -4.2369, "factor": "timing_raw"}, {"contribution": 1.715, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": 4.6712, "factor": "jurisdiction_raw"}, {"contribution": -4.2369, "factor": "timing_raw"}, {"contribution": 1.715, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0139, "factor": "timing_raw"}, {"contribution": 0.0081, "factor": "jurisdiction_raw"}, {"contribution": 0.0066, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-01-27_C001123_PAAS
correlation_type: rollup
trade_id: quiver_2026-01-27_C001123_PAAS
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: PAAS
sector: Basic Materials
industry: Gold
transaction_type: sale_partial
amount_range: 50001.0
transaction_date: 2026-01-27
disclosure_date: 2026-02-13
trade_direction: sell
scored_at: 2026-05-31T15:52:00.318201+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7613-119", "event_type": "bill", "composite_score": 35.5, "event_summary": "ALERT Act"}, {"event_id": "hr6783-119", "event_type": "bill", "composite_score": 16.28, "event_summary": "San Gabriel Mountains, Foothills, and Rivers Protection Act of 2025"}, {"event_id": "hr6088-119", "event_type": "bill", "composite_score": 16.06, "event_summary": "Restoring Food Security for American Families and Farmers Act of 2025"}, {"event_id": "hr6391-119", "event_type": "bill", "composite_score": 16.06, "event_summary": "Save Oak Flat from Foreign Mining Act"}]

ml_shap_top3:
[{"contribution": -16.9464, "factor": "jurisdiction_raw"}, {"contribution": -16.687, "factor": "timing_raw"}, {"contribution": 1.9787, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -16.9464, "factor": "jurisdiction_raw"}, {"contribution": -16.687, "factor": "timing_raw"}, {"contribution": 1.9787, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0208, "factor": "timing_raw"}, {"contribution": 0.0078, "factor": "multiple_signals_raw"}, {"contribution": 0.0071, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-01-27_C001123_WPM
correlation_type: rollup
trade_id: quiver_2026-01-27_C001123_WPM
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: WPM
sector: Basic Materials
industry: Gold
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-01-27
disclosure_date: 2026-02-13
trade_direction: buy
scored_at: 2026-05-31T15:52:00.335698+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7613-119", "event_type": "bill", "composite_score": 33.39, "event_summary": "ALERT Act"}, {"event_id": "hr6783-119", "event_type": "bill", "composite_score": 14.17, "event_summary": "San Gabriel Mountains, Foothills, and Rivers Protection Act of 2025"}, {"event_id": "hr6088-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "Restoring Food Security for American Families and Farmers Act of 2025"}, {"event_id": "hr6391-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "Save Oak Flat from Foreign Mining Act"}]

ml_shap_top3:
[{"contribution": -17.1122, "factor": "timing_raw"}, {"contribution": -17.082, "factor": "jurisdiction_raw"}, {"contribution": 1.9884, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -17.1122, "factor": "timing_raw"}, {"contribution": -17.082, "factor": "jurisdiction_raw"}, {"contribution": 1.9884, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0156, "factor": "timing_raw"}, {"contribution": 0.009, "factor": "disclosure_lag_raw"}, {"contribution": 0.0071, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-01-27_S001203_BRK
correlation_type: rollup
trade_id: quiver_2026-01-27_S001203_BRK
bioguide_id: S001203
member_name: Tina Smith
party: D
chamber: Senate
ticker: BRK
transaction_type: sale_partial
amount_range: 100001.0
transaction_date: 2026-01-27
disclosure_date: 2026-01-30
trade_direction: sell
scored_at: 2026-05-31T15:52:00.353139+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3699-119", "event_type": "bill", "composite_score": 58.94, "event_summary": "FOCUS Act"}, {"event_id": "s3717-119", "event_type": "bill", "composite_score": 57.17, "event_summary": "Opportunities in Organic Act"}, {"event_id": "s3730-119", "event_type": "bill", "composite_score": 55.53, "event_summary": "Emergency Medical Services Reimbursement for On-Scene Care and Support Act"}, {"event_id": "s3753-119", "event_type": "bill", "composite_score": 54.0, "event_summary": "Preserving Homes and Communities Act of 2026"}, {"event_id": "s3754-119", "event_type": "bill", "composite_score": 54.0, "event_summary": "Affordable Housing and Homeownership Protection Act of 2026"}]

ml_shap_top3:
[{"contribution": -15.6472, "factor": "jurisdiction_raw"}, {"contribution": 6.8813, "factor": "timing_raw"}, {"contribution": 1.5962, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0505, "factor": "amount_raw"}, {"contribution": -0.0147, "factor": "jurisdiction_raw"}, {"contribution": -0.0093, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-01-28_C001123_VLTO
correlation_type: rollup
trade_id: quiver_2026-01-28_C001123_VLTO
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: VLTO
sector: Industrials
industry: Pollution & Treatment Controls
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-01-28
disclosure_date: 2026-02-13
trade_direction: sell
scored_at: 2026-05-31T15:52:00.375181+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7335-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act"}, {"event_id": "hr7481-119", "event_type": "bill", "composite_score": 55.75, "event_summary": "Department of Homeland Security Appropriations Act, 2026"}, {"event_id": "hres1058-119", "event_type": "bill", "composite_score": 55.75, "event_summary": "Recognizing that it is the duty of the Federal Government to develop and implement a Transgender Bill of Rights to protect and codify the rights of transgender and nonbinary people under the law and e"}, {"event_id": "hres1061-119", "event_type": "bill", "composite_score": 55.08, "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026."}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 51.12, "event_summary": "ALERT Act"}]

ml_shap_top3:
[{"contribution": 5.1905, "factor": "jurisdiction_raw"}, {"contribution": 1.2529, "factor": "trade_before_event_raw"}, {"contribution": -1.1606, "factor": "disclosure_lag_raw"}]

ml_shap_top3_distill:
[{"contribution": 5.1905, "factor": "jurisdiction_raw"}, {"contribution": 1.2529, "factor": "trade_before_event_raw"}, {"contribution": -1.1606, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0144, "factor": "timing_raw"}, {"contribution": 0.0081, "factor": "jurisdiction_raw"}, {"contribution": 0.0066, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-01-29_B001236_CAT
correlation_type: rollup
trade_id: quiver_2026-01-29_B001236_CAT
bioguide_id: B001236
member_name: John Boozman
party: R
chamber: Senate
ticker: CAT
sector: Industrials
industry: Farm & Heavy Construction Machinery
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-01-29
disclosure_date: 2026-02-15
trade_direction: buy
scored_at: 2026-05-31T15:52:00.392891+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3726-119", "event_type": "bill", "composite_score": 72.1, "event_summary": "National Veterans Strategy Act of 2026"}, {"event_id": "s3771-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "Department of Veterans Affairs Therapeutic Medical Physicist Pay Cap Relief Act of 2026"}, {"event_id": "sres602-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games."}, {"event_id": "sres606-119", "event_type": "bill", "composite_score": 56.47, "event_summary": "A resolution condemning the Government of Iran for its suppression of the right of Iranians to peacefully assemble."}, {"event_id": "s3713-119", "event_type": "bill", "composite_score": 54.56, "event_summary": "No Climate Treaties Act of 2026"}]

ml_shap_top3_car:
[{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-01-30_C001123_BE
correlation_type: rollup
trade_id: quiver_2026-01-30_C001123_BE
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: BE
sector: Industrials
industry: Electrical Equipment & Parts
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-01-30
disclosure_date: 2026-02-13
trade_direction: buy
scored_at: 2026-05-31T15:52:00.448435+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7335-119", "event_type": "bill", "composite_score": 64.39, "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act"}, {"event_id": "hr7481-119", "event_type": "bill", "composite_score": 57.23, "event_summary": "Department of Homeland Security Appropriations Act, 2026"}, {"event_id": "hres1058-119", "event_type": "bill", "composite_score": 57.23, "event_summary": "Recognizing that it is the duty of the Federal Government to develop and implement a Transgender Bill of Rights to protect and codify the rights of transgender and nonbinary people under the law and e"}, {"event_id": "hres1061-119", "event_type": "bill", "composite_score": 56.47, "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026."}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 51.92, "event_summary": "ALERT Act"}]


correlation_id: rollup__quiver_2026-01-30_G000583_NOW
correlation_type: rollup
trade_id: quiver_2026-01-30_G000583_NOW
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: NOW
sector: Information Technology
industry: Application Software
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-01-30
disclosure_date: 2026-02-26
trade_direction: sell
scored_at: 2026-05-31T15:52:00.522482+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7352-119", "event_type": "bill", "composite_score": 64.39, "event_summary": "PASTEUR Act of 2026"}, {"event_id": "hr7365-119", "event_type": "bill", "composite_score": 64.39, "event_summary": "To designate the facility of the United States Postal Service located at 1225 Kempsville Road in Virginia Beach, Virginia, as the \"Colonel Edward Shames Post Office Building\"."}, {"event_id": "hr7367-119", "event_type": "bill", "composite_score": 64.39, "event_summary": "TANF Hygiene Access Act"}, {"event_id": "hr7380-119", "event_type": "bill", "composite_score": 64.39, "event_summary": "IRAN Act"}, {"event_id": "hr7411-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "To expand the telescreening mammography pilot program of the Department of Veterans Affairs, and for other purposes."}]


correlation_id: rollup__quiver_2026-01-30_J000309_C
correlation_type: rollup
trade_id: quiver_2026-01-30_J000309_C
bioguide_id: J000309
member_name: Jonathan Jackson
party: D
chamber: House
ticker: C
sector: Financial Services
industry: Banks - Diversified
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-01-30
disclosure_date: 2026-02-23
trade_direction: buy
scored_at: 2026-05-31T15:52:00.541139+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-02-27_40487291", "event_type": "contract", "composite_score": 50.61, "event_summary": "to AMPHENOL CORP | $30,043"}, {"event_id": "hres1056-119", "event_type": "bill", "composite_score": 40.68, "event_summary": "Calling for the annulment of the Monroe Doctrine and the development of a \"New Good Neighbor\" policy in order to foster improved relations and deeper, more effective cooperation between the United Sta"}, {"event_id": "hr7521-119", "event_type": "bill", "composite_score": 39.09, "event_summary": "United States-Cuba Trade Act of 2026"}, {"event_id": "hr7531-119", "event_type": "bill", "composite_score": 39.09, "event_summary": "Healthy Families Act"}, {"event_id": "hres1066-119", "event_type": "bill", "composite_score": 38.38, "event_summary": "Expressing the condolences of the House of Representatives and honoring the memory of the victims of the mass shooting in Aurora, Illinois, on February 15, 2019."}]

ml_shap_top3:
[{"contribution": -16.423, "factor": "timing_raw"}, {"contribution": 5.9049, "factor": "jurisdiction_raw"}, {"contribution": 1.8285, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -16.423, "factor": "timing_raw"}, {"contribution": 5.9049, "factor": "jurisdiction_raw"}, {"contribution": 1.8285, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0161, "factor": "timing_raw"}, {"contribution": 0.0077, "factor": "disclosure_lag_raw"}, {"contribution": 0.0074, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-01-30_J000309_GEV
correlation_type: rollup
trade_id: quiver_2026-01-30_J000309_GEV
bioguide_id: J000309
member_name: Jonathan Jackson
party: D
chamber: House
ticker: GEV
sector: Industrials
industry: Heavy Electrical Equipment
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-01-30
disclosure_date: 2026-02-23
trade_direction: buy
scored_at: 2026-05-31T15:52:00.558716+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7307-119", "event_type": "bill", "composite_score": 68.21, "event_summary": "SUPPLIES Act"}, {"event_id": "hr7449-119", "event_type": "bill", "composite_score": 59.99, "event_summary": "PLATE Act"}, {"event_id": "hr7479-119", "event_type": "bill", "composite_score": 59.11, "event_summary": "WORK to Save Lives Act"}, {"event_id": "hres1056-119", "event_type": "bill", "composite_score": 59.11, "event_summary": "Calling for the annulment of the Monroe Doctrine and the development of a \"New Good Neighbor\" policy in order to foster improved relations and deeper, more effective cooperation between the United Sta"}, {"event_id": "hr7521-119", "event_type": "bill", "composite_score": 57.52, "event_summary": "United States-Cuba Trade Act of 2026"}]

ml_shap_top3:
[{"contribution": 4.8926, "factor": "jurisdiction_raw"}, {"contribution": 3.793, "factor": "timing_raw"}, {"contribution": 1.2999, "factor": "trade_before_event_raw"}]

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_2026-01-30_J000309_SHOP
correlation_type: rollup
trade_id: quiver_2026-01-30_J000309_SHOP
bioguide_id: J000309
member_name: Jonathan Jackson
party: D
chamber: House
ticker: SHOP
sector: Technology
industry: Software - Application
transaction_type: sale_partial
amount_range: 50001.0
transaction_date: 2026-01-30
disclosure_date: 2026-02-23
trade_direction: sell
scored_at: 2026-05-31T15:52:00.574752+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7333-119", "event_type": "bill", "composite_score": 50.46, "event_summary": "Family Violence Prevention and Services Improvement Act of 2026"}, {"event_id": "hres1040-119", "event_type": "bill", "composite_score": 47.88, "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month."}, {"event_id": "hr7449-119", "event_type": "bill", "composite_score": 43.67, "event_summary": "PLATE Act"}, {"event_id": "hr7521-119", "event_type": "bill", "composite_score": 41.2, "event_summary": "United States-Cuba Trade Act of 2026"}, {"event_id": "hr7531-119", "event_type": "bill", "composite_score": 41.2, "event_summary": "Healthy Families Act"}]

ml_shap_top3:
[{"contribution": -14.7761, "factor": "jurisdiction_raw"}, {"contribution": 5.2184, "factor": "timing_raw"}, {"contribution": 1.599, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -14.7761, "factor": "jurisdiction_raw"}, {"contribution": 5.2184, "factor": "timing_raw"}, {"contribution": 1.599, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0122, "factor": "jurisdiction_raw"}, {"contribution": -0.0096, "factor": "timing_raw"}, {"contribution": -0.0072, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-01-30_M001236_T
correlation_type: rollup
trade_id: quiver_2026-01-30_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: 2026-01-30
disclosure_date: 2026-02-20
trade_direction: sell
scored_at: 2026-05-31T15:52:00.601829+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7300-119", "event_type": "bill", "composite_score": 73.15, "event_summary": "Make Elections Great Again Act"}, {"event_id": "hr3497-119", "event_type": "bill", "composite_score": 66.78, "event_summary": "Medal of Sacrifice Act"}, {"event_id": "hr7457-119", "event_type": "bill", "composite_score": 59.11, "event_summary": "Nigeria Religious Freedom and Accountability Act of 2026"}, {"event_id": "hr7651-119", "event_type": "bill", "composite_score": 51.82, "event_summary": "Chloe Cole Act of 2026"}, {"event_id": "hr2189-119", "event_type": "bill", "composite_score": 51.48, "event_summary": "Law-Enforcement Innovate to De-Escalate Act"}]

ml_shap_top3:
[{"contribution": 7.6626, "factor": "timing_raw"}, {"contribution": 5.1003, "factor": "jurisdiction_raw"}, {"contribution": 1.3198, "factor": "trade_before_event_raw"}]

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_2025-12-29_M001190_INTU
correlation_type: rollup
trade_id: quiver_2025-12-29_M001190_INTU
bioguide_id: M001190
member_name: Markwayne Mullin
party: R
chamber: Senate
ticker: INTU
sector: Technology
industry: Software - Application
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2025-12-29
disclosure_date: 2026-01-16
trade_direction: buy
scored_at: 2026-05-31T15:51:58.599711+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3606-119", "event_type": "bill", "composite_score": 41.57, "event_summary": "Fraud Accountability Act"}, {"event_id": "s3366-119", "event_type": "bill", "composite_score": 17.29, "event_summary": "Back the Blue Act of 2025"}, {"event_id": "s3041-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "Tribal Warrant Fairness Act"}]

ml_shap_top3:
[{"contribution": -13.5563, "factor": "jurisdiction_raw"}, {"contribution": -2.6024, "factor": "timing_raw"}, {"contribution": 2.0659, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -13.5563, "factor": "jurisdiction_raw"}, {"contribution": -2.6024, "factor": "timing_raw"}, {"contribution": 2.0659, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0197, "factor": "timing_raw"}, {"contribution": -0.0114, "factor": "jurisdiction_raw"}, {"contribution": 0.0089, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2025-12-29_M001190_IQV
correlation_type: rollup
trade_id: quiver_2025-12-29_M001190_IQV
bioguide_id: M001190
member_name: Markwayne Mullin
party: R
chamber: Senate
ticker: IQV
sector: Healthcare
industry: Diagnostics & Research
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2025-12-29
disclosure_date: 2026-01-16
trade_direction: buy
scored_at: 2026-05-31T15:51:58.615394+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3478-119", "event_type": "bill", "composite_score": 18.4, "event_summary": "Indian Buffalo Management Act"}, {"event_id": "s3159-119", "event_type": "bill", "composite_score": 9.74, "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act"}]

ml_shap_top3:
[{"contribution": -15.4563, "factor": "jurisdiction_raw"}, {"contribution": -10.8293, "factor": "trade_before_event_raw"}, {"contribution": -8.1924, "factor": "timing_raw"}]

ml_shap_top3_distill:
[{"contribution": -15.4563, "factor": "jurisdiction_raw"}, {"contribution": -10.8293, "factor": "trade_before_event_raw"}, {"contribution": -8.1924, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0314, "factor": "multiple_signals_raw"}, {"contribution": -0.0199, "factor": "jurisdiction_raw"}, {"contribution": -0.0127, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2025-12-29_M001190_JPM
correlation_type: rollup
trade_id: quiver_2025-12-29_M001190_JPM
bioguide_id: M001190
member_name: Markwayne Mullin
party: R
chamber: Senate
ticker: JPM
sector: Financial Services
industry: Diversified Banks
transaction_type: purchase
amount_range: 50001.0
transaction_date: 2025-12-29
disclosure_date: 2026-01-16
trade_direction: buy
scored_at: 2026-05-31T15:51:58.648237+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3478-119", "event_type": "bill", "composite_score": 20.5, "event_summary": "Indian Buffalo Management Act"}, {"event_id": "s3159-119", "event_type": "bill", "composite_score": 11.85, "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act"}]

ml_shap_top3:
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ml_shap_top3_distill:
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ml_shap_top3_car:
[{"contribution": -0.0381, "factor": "multiple_signals_raw"}, {"contribution": -0.0206, "factor": "jurisdiction_raw"}, {"contribution": -0.0104, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2025-12-29_M001190_LRCX
correlation_type: rollup
trade_id: quiver_2025-12-29_M001190_LRCX
bioguide_id: M001190
member_name: Markwayne Mullin
party: R
chamber: Senate
ticker: LRCX
sector: Technology
industry: Semiconductor Equipment & Materials
transaction_type: purchase
amount_range: 50001.0
transaction_date: 2025-12-29
disclosure_date: 2026-01-16
trade_direction: buy
scored_at: 2026-05-31T15:51:58.685667+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3606-119", "event_type": "bill", "composite_score": 43.67, "event_summary": "Fraud Accountability Act"}, {"event_id": "s3366-119", "event_type": "bill", "composite_score": 19.4, "event_summary": "Back the Blue Act of 2025"}, {"event_id": "s3041-119", "event_type": "bill", "composite_score": 16.06, "event_summary": "Tribal Warrant Fairness Act"}]

ml_shap_top3:
[{"contribution": -13.9609, "factor": "jurisdiction_raw"}, {"contribution": -2.7133, "factor": "timing_raw"}, {"contribution": 2.0338, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
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ml_shap_top3_car:
[{"contribution": -0.0155, "factor": "timing_raw"}, {"contribution": -0.0114, "factor": "jurisdiction_raw"}, {"contribution": 0.0069, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2025-12-29_M001190_META
correlation_type: rollup
trade_id: quiver_2025-12-29_M001190_META
bioguide_id: M001190
member_name: Markwayne Mullin
party: R
chamber: Senate
ticker: META
sector: Communication Services
industry: Interactive Media & Services
transaction_type: purchase
amount_range: 50001.0
transaction_date: 2025-12-29
disclosure_date: 2026-01-16
trade_direction: buy
scored_at: 2026-05-31T15:51:58.720354+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3606-119", "event_type": "bill", "composite_score": 62.1, "event_summary": "Fraud Accountability Act"}, {"event_id": "s3366-119", "event_type": "bill", "composite_score": 37.82, "event_summary": "Back the Blue Act of 2025"}, {"event_id": "s3041-119", "event_type": "bill", "composite_score": 34.48, "event_summary": "Tribal Warrant Fairness Act"}]

ml_shap_top3:
[{"contribution": -5.7897, "factor": "timing_raw"}, {"contribution": 4.7963, "factor": "jurisdiction_raw"}, {"contribution": 1.959, "factor": "amount_raw"}]

ml_shap_top3_distill:
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ml_shap_top3_car:
[{"contribution": -0.018, "factor": "timing_raw"}, {"contribution": 0.0098, "factor": "jurisdiction_raw"}, {"contribution": 0.0058, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2025-12-29_M001190_MSFT
correlation_type: rollup
trade_id: quiver_2025-12-29_M001190_MSFT
bioguide_id: M001190
member_name: Markwayne Mullin
party: R
chamber: Senate
ticker: MSFT
sector: Technology
industry: Systems Software
transaction_type: purchase
amount_range: 100001.0
transaction_date: 2025-12-29
disclosure_date: 2026-01-16
trade_direction: buy
scored_at: 2026-05-31T15:51:58.741824+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3606-119", "event_type": "bill", "composite_score": 45.78, "event_summary": "Fraud Accountability Act"}, {"event_id": "s3366-119", "event_type": "bill", "composite_score": 21.5, "event_summary": "Back the Blue Act of 2025"}, {"event_id": "s3041-119", "event_type": "bill", "composite_score": 18.16, "event_summary": "Tribal Warrant Fairness Act"}]

ml_shap_top3:
[{"contribution": -13.8978, "factor": "jurisdiction_raw"}, {"contribution": -2.368, "factor": "timing_raw"}, {"contribution": 2.0338, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -13.8978, "factor": "jurisdiction_raw"}, {"contribution": -2.368, "factor": "timing_raw"}, {"contribution": 2.0338, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0267, "factor": "amount_raw"}, {"contribution": -0.0148, "factor": "jurisdiction_raw"}, {"contribution": 0.0093, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2025-12-30_C001123_SBGSF
correlation_type: rollup
trade_id: quiver_2025-12-30_C001123_SBGSF
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: SBGSF
sector: Industrials
industry: Specialty Industrial Machinery
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2025-12-30
disclosure_date: 2026-01-12
trade_direction: sell
scored_at: 2026-05-31T15:51:58.790905+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7016-119", "event_type": "bill", "composite_score": 56.47, "event_summary": "No Funds for NATO Invasion Act"}, {"event_id": "hr7163-119", "event_type": "bill", "composite_score": 51.92, "event_summary": "PUBLIC SAFETY Act"}, {"event_id": "hr6915-119", "event_type": "bill", "composite_score": 42.29, "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes."}, {"event_id": "hr6597-119", "event_type": "bill", "composite_score": 36.59, "event_summary": "LET’S Protect Workers Act"}, {"event_id": "hr6390-119", "event_type": "bill", "composite_score": 34.06, "event_summary": "Make Housing Affordable and Defend Democracy Act"}]

ml_shap_top3:
[{"contribution": -7.7078, "factor": "timing_raw"}, {"contribution": 4.726, "factor": "jurisdiction_raw"}, {"contribution": 1.7395, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
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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_2025-12-30_P000197_AAPL
correlation_type: rollup
trade_id: quiver_2025-12-30_P000197_AAPL
bioguide_id: P000197
member_name: Nancy Pelosi
party: D
chamber: House
ticker: AAPL
sector: Technology
industry: Technology Hardware, Storage & Peripherals
transaction_type: sale_partial
amount_range: 5000001.0
transaction_date: 2025-12-30
disclosure_date: 2026-01-23
trade_direction: sell
scored_at: 2026-05-31T15:51:58.813181+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7004-119", "event_type": "bill", "composite_score": 49.46, "event_summary": "Public Integrity in Financial Prediction Markets Act of 2026"}, {"event_id": "hres996-119", "event_type": "bill", "composite_score": 45.61, "event_summary": "Impeaching Kristi Lynn Arnold Noem, Secretary of Homeland Security, for high crimes and misdemeanors."}, {"event_id": "hjres144-119", "event_type": "bill", "composite_score": 40.08, "event_summary": "Providing for congressional disapproval under chapter 8 of title 5, United States Code, of the rule submitted by the Department of Veterans Affairs relating to \"Reproductive Health Services\"."}]

ml_shap_top3:
[{"contribution": -13.8762, "factor": "jurisdiction_raw"}, {"contribution": 3.6612, "factor": "amount_raw"}, {"contribution": -2.1887, "factor": "timing_raw"}]

ml_shap_top3_distill:
[{"contribution": -13.8762, "factor": "jurisdiction_raw"}, {"contribution": 3.6612, "factor": "amount_raw"}, {"contribution": -2.1887, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0267, "factor": "amount_raw"}, {"contribution": -0.0148, "factor": "jurisdiction_raw"}, {"contribution": 0.0093, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2025-12-30_P000197_DIS
correlation_type: rollup
trade_id: quiver_2025-12-30_P000197_DIS
bioguide_id: P000197
member_name: Nancy Pelosi
party: D
chamber: House
ticker: DIS
sector: Communication Services
industry: Entertainment
transaction_type: sale_partial
amount_range: 1000001.0
transaction_date: 2025-12-30
disclosure_date: 2026-01-23
trade_direction: sell
scored_at: 2026-05-31T15:51:58.829215+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres996-119", "event_type": "bill", "composite_score": 56.14, "event_summary": "Impeaching Kristi Lynn Arnold Noem, Secretary of Homeland Security, for high crimes and misdemeanors."}]

ml_shap_top3:
[{"contribution": -9.1238, "factor": "timing_raw"}, {"contribution": 5.6626, "factor": "jurisdiction_raw"}, {"contribution": -4.9147, "factor": "multiple_signals_raw"}]

ml_shap_top3_distill:
[{"contribution": -9.1238, "factor": "timing_raw"}, {"contribution": 5.6626, "factor": "jurisdiction_raw"}, {"contribution": -4.9147, "factor": "multiple_signals_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0487, "factor": "multiple_signals_raw"}, {"contribution": 0.0213, "factor": "jurisdiction_raw"}, {"contribution": -0.0207, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2025-12-30_P000197_NVDA
correlation_type: rollup
trade_id: quiver_2025-12-30_P000197_NVDA
bioguide_id: P000197
member_name: Nancy Pelosi
party: D
chamber: House
ticker: NVDA
sector: Technology
industry: Semiconductors
transaction_type: purchase
amount_range: 100001.0
transaction_date: 2025-12-30
disclosure_date: 2026-01-23
trade_direction: buy
scored_at: 2026-05-31T15:51:58.863034+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7004-119", "event_type": "bill", "composite_score": 45.78, "event_summary": "Public Integrity in Financial Prediction Markets Act of 2026"}, {"event_id": "hres996-119", "event_type": "bill", "composite_score": 41.92, "event_summary": "Impeaching Kristi Lynn Arnold Noem, Secretary of Homeland Security, for high crimes and misdemeanors."}, {"event_id": "hjres144-119", "event_type": "bill", "composite_score": 36.4, "event_summary": "Providing for congressional disapproval under chapter 8 of title 5, United States Code, of the rule submitted by the Department of Veterans Affairs relating to \"Reproductive Health Services\"."}]


correlation_id: rollup__quiver_2025-12-30_P000197_PYPL
correlation_type: rollup
trade_id: quiver_2025-12-30_P000197_PYPL
bioguide_id: P000197
member_name: Nancy Pelosi
party: D
chamber: House
ticker: PYPL
sector: Financial Services
industry: Credit Services
transaction_type: sale_partial
amount_range: 250001.0
transaction_date: 2025-12-30
disclosure_date: 2026-01-23
trade_direction: sell
scored_at: 2026-05-31T15:51:58.884424+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7004-119", "event_type": "bill", "composite_score": 39.46, "event_summary": "Public Integrity in Financial Prediction Markets Act of 2026"}]

ml_shap_top3:
[{"contribution": -13.771, "factor": "jurisdiction_raw"}, {"contribution": -4.8139, "factor": "multiple_signals_raw"}, {"contribution": 2.9049, "factor": "amount_raw"}]

ml_shap_top3_distill:
[{"contribution": -13.771, "factor": "jurisdiction_raw"}, {"contribution": -4.8139, "factor": "multiple_signals_raw"}, {"contribution": 2.9049, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0501, "factor": "multiple_signals_raw"}, {"contribution": -0.0393, "factor": "amount_raw"}, {"contribution": -0.0191, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2025-12-31_C001123_RNMBF
correlation_type: rollup
trade_id: quiver_2025-12-31_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: 2025-12-31
disclosure_date: 2026-01-12
trade_direction: sell
scored_at: 2026-05-31T15:51:58.908005+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7016-119", "event_type": "bill", "composite_score": 57.23, "event_summary": "No Funds for NATO Invasion Act"}, {"event_id": "hr7163-119", "event_type": "bill", "composite_score": 52.36, "event_summary": "PUBLIC SAFETY Act"}, {"event_id": "hr6915-119", "event_type": "bill", "composite_score": 41.46, "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes."}, {"event_id": "hr6597-119", "event_type": "bill", "composite_score": 36.15, "event_summary": "LET’S Protect Workers Act"}, {"event_id": "hr6390-119", "event_type": "bill", "composite_score": 33.79, "event_summary": "Make Housing Affordable and Defend Democracy Act"}]

ml_shap_top3:
[{"contribution": -7.4013, "factor": "timing_raw"}, {"contribution": 4.4379, "factor": "jurisdiction_raw"}, {"contribution": 1.7508, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -7.4013, "factor": "timing_raw"}, {"contribution": 4.4379, "factor": "jurisdiction_raw"}, {"contribution": 1.7508, "factor": "trade_before_event_raw"}]

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_2025-12-31_G000359_BSCQ
correlation_type: rollup
trade_id: quiver_2025-12-31_G000359_BSCQ
bioguide_id: G000359
member_name: Lindsey Graham
party: R
chamber: Senate
ticker: BSCQ
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2025-12-31
disclosure_date: 2026-01-06
trade_direction: buy
scored_at: 2026-05-31T15:51:58.925237+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3606-119", "event_type": "bill", "composite_score": 43.52, "event_summary": "Fraud Accountability Act"}, {"event_id": "s3674-119", "event_type": "bill", "composite_score": 37.71, "event_summary": "SCAM Act"}, {"event_id": "s3697-119", "event_type": "bill", "composite_score": 32.46, "event_summary": "SAVE Moms and Babies Act of 2026"}, {"event_id": "s3752-119", "event_type": "bill", "composite_score": 31.93, "event_summary": "SAVE America Act"}, {"event_id": "s3394-119", "event_type": "bill", "composite_score": 18.36, "event_summary": "SAFE Act"}]

ml_shap_top3:
[{"contribution": -14.027, "factor": "jurisdiction_raw"}, {"contribution": 2.0659, "factor": "trade_before_event_raw"}, {"contribution": -1.6551, "factor": "timing_raw"}]

ml_shap_top3_distill:
[{"contribution": -14.027, "factor": "jurisdiction_raw"}, {"contribution": 2.0659, "factor": "trade_before_event_raw"}, {"contribution": -1.6551, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0204, "factor": "timing_raw"}, {"contribution": -0.0114, "factor": "jurisdiction_raw"}, {"contribution": 0.0092, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2025-12-31_H001072_PFE
correlation_type: rollup
trade_id: quiver_2025-12-31_H001072_PFE
bioguide_id: H001072
member_name: James French Hill
party: R
chamber: House
ticker: PFE
sector: Healthcare
industry: Pharmaceuticals
transaction_type: sale_partial
amount_range: 100001.0
transaction_date: 2025-12-31
disclosure_date: 2026-01-23
trade_direction: sell
scored_at: 2026-05-31T15:51:58.942680+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7022-119", "event_type": "bill", "composite_score": 44.08, "event_summary": "Mystic Alerts Act"}, {"event_id": "hr7230-119", "event_type": "bill", "composite_score": 38.35, "event_summary": "Buying American Cotton Act of 2026"}, {"event_id": "hr6766-119", "event_type": "bill", "composite_score": 26.15, "event_summary": "Essential Caregivers Act of 2025"}, {"event_id": "hr6047-119", "event_type": "bill", "composite_score": 18.16, "event_summary": "Sharri Briley and Eric Edmundson Veterans Benefits Expansion Act of 2025"}]

ml_shap_top3:
[{"contribution": -13.3413, "factor": "jurisdiction_raw"}, {"contribution": -3.1993, "factor": "timing_raw"}, {"contribution": 2.1449, "factor": "amount_raw"}]

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_2025-12-31_H001072_SFL
correlation_type: rollup
trade_id: quiver_2025-12-31_H001072_SFL
bioguide_id: H001072
member_name: James French Hill
party: R
chamber: House
ticker: SFL
sector: Industrials
industry: Marine Shipping
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2025-12-31
disclosure_date: 2026-01-23
trade_direction: sell
scored_at: 2026-05-31T15:51:58.969113+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres930-119", "event_type": "bill", "composite_score": 30.9, "event_summary": "Commemorating the 78th birthday of Jimmy Lai on December 8, 2025, as \"Jimmy Lai Day\", for his role in advocating for free press, religious freedom, and democracy in Hong Kong, and calling on the Peopl"}, {"event_id": "hr6047-119", "event_type": "bill", "composite_score": 28.16, "event_summary": "Sharri Briley and Eric Edmundson Veterans Benefits Expansion Act of 2025"}]

ml_shap_top3:
[{"contribution": -15.7195, "factor": "timing_raw"}, {"contribution": -11.9401, "factor": "trade_before_event_raw"}, {"contribution": 5.1201, "factor": "jurisdiction_raw"}]

ml_shap_top3_distill:
[{"contribution": -15.7195, "factor": "timing_raw"}, {"contribution": -11.9401, "factor": "trade_before_event_raw"}, {"contribution": 5.1201, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0267, "factor": "multiple_signals_raw"}, {"contribution": 0.0155, "factor": "trade_before_event_raw"}, {"contribution": 0.0103, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2025-12-31_H001072_SOLV
correlation_type: rollup
trade_id: quiver_2025-12-31_H001072_SOLV
bioguide_id: H001072
member_name: James French Hill
party: R
chamber: House
ticker: SOLV
sector: Healthcare
industry: Medical Instruments & Supplies
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2025-12-31
disclosure_date: 2026-01-23
trade_direction: sell
scored_at: 2026-05-31T15:51:58.985258+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7022-119", "event_type": "bill", "composite_score": 39.86, "event_summary": "Mystic Alerts Act"}, {"event_id": "hr7230-119", "event_type": "bill", "composite_score": 34.13, "event_summary": "Buying American Cotton Act of 2026"}, {"event_id": "hr6766-119", "event_type": "bill", "composite_score": 21.94, "event_summary": "Essential Caregivers Act of 2025"}, {"event_id": "hr6047-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "Sharri Briley and Eric Edmundson Veterans Benefits Expansion Act of 2025"}]

ml_shap_top3:
[{"contribution": -13.2233, "factor": "jurisdiction_raw"}, {"contribution": -3.7824, "factor": "timing_raw"}, {"contribution": 2.0097, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -13.2233, "factor": "jurisdiction_raw"}, {"contribution": -3.7824, "factor": "timing_raw"}, {"contribution": 2.0097, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0166, "factor": "timing_raw"}, {"contribution": -0.0142, "factor": "jurisdiction_raw"}, {"contribution": 0.0091, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2025-12-31_M001236_CBRL
correlation_type: rollup
trade_id: quiver_2025-12-31_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: 2025-12-31
disclosure_date: 2026-01-07
trade_direction: buy
scored_at: 2026-05-31T15:51:59.001431+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6955-119", "event_type": "bill", "composite_score": 44.61, "event_summary": "Main Street Capital Access Act"}, {"event_id": "hr6550-119", "event_type": "bill", "composite_score": 18.78, "event_summary": "American FIRST Act of 2025"}, {"event_id": "hr6552-119", "event_type": "bill", "composite_score": 18.78, "event_summary": "Bank-Fintech Partnership Enhancement Act"}, {"event_id": "hr6553-119", "event_type": "bill", "composite_score": 18.78, "event_summary": "TIER Act of 2025"}, {"event_id": "hr6293-119", "event_type": "bill", "composite_score": 14.81, "event_summary": "Housing Supply Expansion Act of 2025"}]

ml_shap_top3:
[{"contribution": -15.418, "factor": "jurisdiction_raw"}, {"contribution": 1.9425, "factor": "trade_before_event_raw"}, {"contribution": -1.0714, "factor": "disclosure_lag_raw"}]

ml_shap_top3_distill:
[{"contribution": -15.418, "factor": "jurisdiction_raw"}, {"contribution": 1.9425, "factor": "trade_before_event_raw"}, {"contribution": -1.0714, "factor": "disclosure_lag_raw"}]

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_2025-12-31_M001236_HY
correlation_type: rollup
trade_id: quiver_2025-12-31_M001236_HY
bioguide_id: M001236
member_name: Tim Moore
party: R
chamber: House
ticker: HY
sector: Industrials
industry: Farm & Heavy Construction Machinery
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2025-12-31
disclosure_date: 2026-01-24
trade_direction: buy
scored_at: 2026-05-31T15:51:59.018185+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6955-119", "event_type": "bill", "composite_score": 63.03, "event_summary": "Main Street Capital Access Act"}, {"event_id": "hres998-119", "event_type": "bill", "composite_score": 56.8, "event_summary": "Commending President Trump, his administration, and the brave men and women of the Armed Forces, Intelligence Community, and Justice Department for the remarkable success of \"Operation Absolute Resolv"}, {"event_id": "hr7300-119", "event_type": "bill", "composite_score": 50.12, "event_summary": "Make Elections Great Again Act"}, {"event_id": "hres971-119", "event_type": "bill", "composite_score": 42.52, "event_summary": "Condemning the coercive actions of the People's Republic of China against Japan in response to statements regarding Taiwan and reaffirming the United States commitment to its allies in the Indo-Pacifi"}, {"event_id": "hr6550-119", "event_type": "bill", "composite_score": 37.2, "event_summary": "American FIRST Act of 2025"}]

ml_shap_top3:
[{"contribution": 5.2828, "factor": "jurisdiction_raw"}, {"contribution": 1.2484, "factor": "trade_before_event_raw"}, {"contribution": -1.1248, "factor": "disclosure_lag_raw"}]

ml_shap_top3_distill:
[{"contribution": 5.2828, "factor": "jurisdiction_raw"}, {"contribution": 1.2484, "factor": "trade_before_event_raw"}, {"contribution": -1.1248, "factor": "disclosure_lag_raw"}]

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_2026-01-05_M001190_ADBE
correlation_type: rollup
trade_id: quiver_2026-01-05_M001190_ADBE
bioguide_id: M001190
member_name: Markwayne Mullin
party: R
chamber: Senate
ticker: ADBE
sector: Technology
industry: Software - Application
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-01-05
disclosure_date: 2026-02-04
trade_direction: buy
scored_at: 2026-05-31T15:51:59.039969+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3606-119", "event_type": "bill", "composite_score": 49.79, "event_summary": "Fraud Accountability Act"}, {"event_id": "s3366-119", "event_type": "bill", "composite_score": 15.5, "event_summary": "Back the Blue Act of 2025"}, {"event_id": "s3041-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "Tribal Warrant Fairness Act"}, {"event_id": "s3179-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "Halo Act"}]

ml_shap_top3:
[{"contribution": -14.7142, "factor": "jurisdiction_raw"}, {"contribution": 5.5542, "factor": "timing_raw"}, {"contribution": 1.6311, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -14.7142, "factor": "jurisdiction_raw"}, {"contribution": 5.5542, "factor": "timing_raw"}, {"contribution": 1.6311, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0115, "factor": "jurisdiction_raw"}, {"contribution": -0.0082, "factor": "timing_raw"}, {"contribution": 0.0037, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-01-05_M001190_C
correlation_type: rollup
trade_id: quiver_2026-01-05_M001190_C
bioguide_id: M001190
member_name: Markwayne Mullin
party: R
chamber: Senate
ticker: C
sector: Financial Services
industry: Banks - Diversified
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-01-05
disclosure_date: 2026-02-04
trade_direction: buy
scored_at: 2026-05-31T15:51:59.074898+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3478-119", "event_type": "bill", "composite_score": 14.56, "event_summary": "Indian Buffalo Management Act"}, {"event_id": "s3159-119", "event_type": "bill", "composite_score": 9.74, "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act"}]

ml_shap_top3:
[{"contribution": -14.5472, "factor": "jurisdiction_raw"}, {"contribution": -11.0308, "factor": "timing_raw"}, {"contribution": -10.8173, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -14.5472, "factor": "jurisdiction_raw"}, {"contribution": -11.0308, "factor": "timing_raw"}, {"contribution": -10.8173, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0314, "factor": "multiple_signals_raw"}, {"contribution": -0.018, "factor": "jurisdiction_raw"}, {"contribution": 0.0077, "factor": "trade_before_event_raw"}]


correlation_id: rollup__quiver_2026-01-05_M001236_CBRL
correlation_type: rollup
trade_id: quiver_2026-01-05_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: 50001.0
transaction_date: 2026-01-05
disclosure_date: 2026-01-24
trade_direction: sell
scored_at: 2026-05-31T15:51:59.158867+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6955-119", "event_type": "bill", "composite_score": 53.43, "event_summary": "Main Street Capital Access Act"}, {"event_id": "hr6550-119", "event_type": "bill", "composite_score": 19.08, "event_summary": "American FIRST Act of 2025"}, {"event_id": "hr6552-119", "event_type": "bill", "composite_score": 19.08, "event_summary": "Bank-Fintech Partnership Enhancement Act"}, {"event_id": "hr6553-119", "event_type": "bill", "composite_score": 19.08, "event_summary": "TIER Act of 2025"}, {"event_id": "hr6293-119", "event_type": "bill", "composite_score": 16.28, "event_summary": "Housing Supply Expansion Act of 2025"}]

ml_shap_top3:
[{"contribution": -15.3361, "factor": "jurisdiction_raw"}, {"contribution": 8.4434, "factor": "timing_raw"}, {"contribution": 1.6445, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0132, "factor": "timing_raw"}, {"contribution": -0.0115, "factor": "jurisdiction_raw"}, {"contribution": -0.0049, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-01-05_M001236_HY
correlation_type: rollup
trade_id: quiver_2026-01-05_M001236_HY
bioguide_id: M001236
member_name: Tim Moore
party: R
chamber: House
ticker: HY
sector: Industrials
industry: Farm & Heavy Construction Machinery
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-01-05
disclosure_date: 2026-01-24
trade_direction: sell
scored_at: 2026-05-31T15:51:59.176369+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6955-119", "event_type": "bill", "composite_score": 69.74, "event_summary": "Main Street Capital Access Act"}, {"event_id": "hres998-119", "event_type": "bill", "composite_score": 60.93, "event_summary": "Commending President Trump, his administration, and the brave men and women of the Armed Forces, Intelligence Community, and Justice Department for the remarkable success of \"Operation Absolute Resolv"}, {"event_id": "hr7300-119", "event_type": "bill", "composite_score": 51.48, "event_summary": "Make Elections Great Again Act"}, {"event_id": "hr3497-119", "event_type": "bill", "composite_score": 50.36, "event_summary": "Medal of Sacrifice Act"}, {"event_id": "hres971-119", "event_type": "bill", "composite_score": 39.16, "event_summary": "Condemning the coercive actions of the People's Republic of China against Japan in response to statements regarding Taiwan and reaffirming the United States commitment to its allies in the Indo-Pacifi"}]

ml_shap_top3:
[{"contribution": 6.7151, "factor": "timing_raw"}, {"contribution": 4.9859, "factor": "jurisdiction_raw"}, {"contribution": 1.3475, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": 6.7151, "factor": "timing_raw"}, {"contribution": 4.9859, "factor": "jurisdiction_raw"}, {"contribution": 1.3475, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0124, "factor": "timing_raw"}, {"contribution": 0.0106, "factor": "jurisdiction_raw"}, {"contribution": 0.0051, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-01-07_C001123_COP
correlation_type: rollup
trade_id: quiver_2026-01-07_C001123_COP
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: COP
sector: Energy
industry: Oil & Gas E&P
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-01-07
disclosure_date: 2026-02-13
trade_direction: sell
scored_at: 2026-05-31T15:51:59.198310+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7016-119", "event_type": "bill", "composite_score": 72.81, "event_summary": "No Funds for NATO Invasion Act"}, {"event_id": "hres993-119", "event_type": "bill", "composite_score": 71.57, "event_summary": "Recognizing and expressing support for the Iranian people protesting for a free and democratic Iran."}, {"event_id": "hr7163-119", "event_type": "bill", "composite_score": 64.89, "event_summary": "PUBLIC SAFETY Act"}, {"event_id": "hr7340-119", "event_type": "bill", "composite_score": 57.98, "event_summary": "Rebuild America’s Schools Act of 2026"}, {"event_id": "hr6915-119", "event_type": "bill", "composite_score": 45.48, "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes."}]

ml_shap_top3:
[{"contribution": 5.6301, "factor": "disclosure_lag_raw"}, {"contribution": 4.3824, "factor": "jurisdiction_raw"}, {"contribution": 1.2234, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": 5.6301, "factor": "disclosure_lag_raw"}, {"contribution": 4.3824, "factor": "jurisdiction_raw"}, {"contribution": 1.2234, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0379, "factor": "timing_raw"}, {"contribution": 0.018, "factor": "jurisdiction_raw"}, {"contribution": -0.0067, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-01-08_B001236_XOM
correlation_type: rollup
trade_id: quiver_2026-01-08_B001236_XOM
bioguide_id: B001236
member_name: John Boozman
party: R
chamber: Senate
ticker: XOM
sector: Energy
industry: Integrated Oil & Gas
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-01-08
disclosure_date: 2026-02-15
trade_direction: buy
scored_at: 2026-05-31T15:51:59.215608+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3713-119", "event_type": "bill", "composite_score": 60.78, "event_summary": "No Climate Treaties Act of 2026"}, {"event_id": "s3492-119", "event_type": "bill", "composite_score": 43.78, "event_summary": "Essential Caregivers Act of 2025"}, {"event_id": "s3456-119", "event_type": "bill", "composite_score": 42.21, "event_summary": "Law Enforcement Officer and Firefighter Recreation Pass Act"}, {"event_id": "sres525-119", "event_type": "bill", "composite_score": 40.6, "event_summary": "A resolution condemning the Government of Iran's state-sponsored persecution of the Baha'i minority and its continued violation of the International Covenants on Human Rights."}]

ml_shap_top3:
[{"contribution": -11.2044, "factor": "timing_raw"}, {"contribution": 5.7717, "factor": "disclosure_lag_raw"}, {"contribution": 5.4855, "factor": "jurisdiction_raw"}]

ml_shap_top3_distill:
[{"contribution": -11.2044, "factor": "timing_raw"}, {"contribution": 5.7717, "factor": "disclosure_lag_raw"}, {"contribution": 5.4855, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0526, "factor": "timing_raw"}, {"contribution": -0.0329, "factor": "disclosure_lag_raw"}, {"contribution": 0.0239, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-01-08_T000490_LRCX
correlation_type: rollup
trade_id: quiver_2026-01-08_T000490_LRCX
bioguide_id: T000490
member_name: David J. Taylor
party: R
chamber: House
ticker: LRCX
sector: Technology
industry: Semiconductor Equipment & Materials
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-01-08
disclosure_date: 2026-01-21
trade_direction: sell
scored_at: 2026-05-31T15:51:59.233072+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres984-119", "event_type": "bill", "composite_score": 52.96, "event_summary": "Supporting the recognition of January 9, 2026, as \"National Law Enforcement Appreciation Day\"."}, {"event_id": "hr7300-119", "event_type": "bill", "composite_score": 34.13, "event_summary": "Make Elections Great Again Act"}, {"event_id": "hr3497-119", "event_type": "bill", "composite_score": 32.75, "event_summary": "Medal of Sacrifice Act"}, {"event_id": "hr7391-119", "event_type": "bill", "composite_score": 32.19, "event_summary": "Community Health Center Drug Pricing Protection Act"}, {"event_id": "hr6876-119", "event_type": "bill", "composite_score": 18.78, "event_summary": "Protecting Children from Foreign Mutilation Act"}]

ml_shap_top3:
[{"contribution": -14.9529, "factor": "jurisdiction_raw"}, {"contribution": 8.3088, "factor": "timing_raw"}, {"contribution": 1.6283, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -14.9529, "factor": "jurisdiction_raw"}, {"contribution": 8.3088, "factor": "timing_raw"}, {"contribution": 1.6283, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0115, "factor": "jurisdiction_raw"}, {"contribution": 0.0081, "factor": "amount_raw"}, {"contribution": 0.0044, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-01-09_C001123_AME
correlation_type: rollup
trade_id: quiver_2026-01-09_C001123_AME
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: AME
sector: Industrials
industry: Specialty Industrial Machinery
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-01-09
disclosure_date: 2026-02-13
trade_direction: buy
scored_at: 2026-05-31T15:51:59.250932+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7016-119", "event_type": "bill", "composite_score": 72.42, "event_summary": "No Funds for NATO Invasion Act"}, {"event_id": "hres993-119", "event_type": "bill", "composite_score": 70.99, "event_summary": "Recognizing and expressing support for the Iranian people protesting for a free and democratic Iran."}, {"event_id": "hr7163-119", "event_type": "bill", "composite_score": 63.32, "event_summary": "PUBLIC SAFETY Act"}, {"event_id": "hr7335-119", "event_type": "bill", "composite_score": 55.38, "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act"}, {"event_id": "hr6915-119", "event_type": "bill", "composite_score": 41.41, "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes."}]

ml_shap_top3:
[{"contribution": 4.6208, "factor": "disclosure_lag_raw"}, {"contribution": 4.5101, "factor": "jurisdiction_raw"}, {"contribution": 3.3636, "factor": "timing_raw"}]

ml_shap_top3_distill:
[{"contribution": 4.6208, "factor": "disclosure_lag_raw"}, {"contribution": 4.5101, "factor": "jurisdiction_raw"}, {"contribution": 3.3636, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0144, "factor": "timing_raw"}, {"contribution": 0.0136, "factor": "jurisdiction_raw"}, {"contribution": 0.0067, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-01-09_C001123_GE
correlation_type: rollup
trade_id: quiver_2026-01-09_C001123_GE
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: GE
sector: Industrials
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-01-09
disclosure_date: 2026-02-13
trade_direction: buy
scored_at: 2026-05-31T15:51:59.310428+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7016-119", "event_type": "bill", "composite_score": 73.47, "event_summary": "No Funds for NATO Invasion Act"}, {"event_id": "hres993-119", "event_type": "bill", "composite_score": 72.04, "event_summary": "Recognizing and expressing support for the Iranian people protesting for a free and democratic Iran."}, {"event_id": "hr7163-119", "event_type": "bill", "composite_score": 64.37, "event_summary": "PUBLIC SAFETY Act"}, {"event_id": "hr7335-119", "event_type": "bill", "composite_score": 56.44, "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act"}, {"event_id": "hr6915-119", "event_type": "bill", "composite_score": 42.47, "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes."}]

ml_shap_top3:
[{"contribution": 4.5762, "factor": "jurisdiction_raw"}, {"contribution": 4.5065, "factor": "disclosure_lag_raw"}, {"contribution": 3.3658, "factor": "timing_raw"}]

ml_shap_top3_distill:
[{"contribution": 4.5762, "factor": "jurisdiction_raw"}, {"contribution": 4.5065, "factor": "disclosure_lag_raw"}, {"contribution": 3.3658, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0142, "factor": "jurisdiction_raw"}, {"contribution": 0.0074, "factor": "timing_raw"}, {"contribution": 0.0058, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-01-09_C001123_MTDR
correlation_type: rollup
trade_id: quiver_2026-01-09_C001123_MTDR
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: MTDR
sector: Energy
industry: Oil & Gas E&P
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-01-09
disclosure_date: 2026-02-13
trade_direction: sell
scored_at: 2026-05-31T15:51:59.353236+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7016-119", "event_type": "bill", "composite_score": 73.47, "event_summary": "No Funds for NATO Invasion Act"}, {"event_id": "hres993-119", "event_type": "bill", "composite_score": 72.04, "event_summary": "Recognizing and expressing support for the Iranian people protesting for a free and democratic Iran."}, {"event_id": "hr7163-119", "event_type": "bill", "composite_score": 64.37, "event_summary": "PUBLIC SAFETY Act"}, {"event_id": "hr7340-119", "event_type": "bill", "composite_score": 56.44, "event_summary": "Rebuild America’s Schools Act of 2026"}, {"event_id": "hr6915-119", "event_type": "bill", "composite_score": 42.47, "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes."}]

ml_shap_top3:
[{"contribution": 4.5762, "factor": "jurisdiction_raw"}, {"contribution": 4.5065, "factor": "disclosure_lag_raw"}, {"contribution": 3.3658, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0142, "factor": "jurisdiction_raw"}, {"contribution": 0.0074, "factor": "timing_raw"}, {"contribution": 0.0058, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-01-09_C001123_XOM
correlation_type: rollup
trade_id: quiver_2026-01-09_C001123_XOM
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: XOM
sector: Energy
industry: Integrated Oil & Gas
transaction_type: sale_partial
amount_range: 50001.0
transaction_date: 2026-01-09
disclosure_date: 2026-02-13
trade_direction: sell
scored_at: 2026-05-31T15:51:59.449600+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7016-119", "event_type": "bill", "composite_score": 75.58, "event_summary": "No Funds for NATO Invasion Act"}, {"event_id": "hres993-119", "event_type": "bill", "composite_score": 74.15, "event_summary": "Recognizing and expressing support for the Iranian people protesting for a free and democratic Iran."}, {"event_id": "hr7163-119", "event_type": "bill", "composite_score": 66.48, "event_summary": "PUBLIC SAFETY Act"}, {"event_id": "hr7340-119", "event_type": "bill", "composite_score": 58.54, "event_summary": "Rebuild America’s Schools Act of 2026"}, {"event_id": "hr6915-119", "event_type": "bill", "composite_score": 44.57, "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes."}]

ml_shap_top3:
[{"contribution": 4.7386, "factor": "jurisdiction_raw"}, {"contribution": 4.3952, "factor": "disclosure_lag_raw"}, {"contribution": 3.5627, "factor": "timing_raw"}]

ml_shap_top3_distill:
[{"contribution": 4.7386, "factor": "jurisdiction_raw"}, {"contribution": 4.3952, "factor": "disclosure_lag_raw"}, {"contribution": 3.5627, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0142, "factor": "jurisdiction_raw"}, {"contribution": 0.0132, "factor": "disclosure_lag_raw"}, {"contribution": 0.0059, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-01-09_G000591_CHRD
correlation_type: rollup
trade_id: quiver_2026-01-09_G000591_CHRD
bioguide_id: G000591
member_name: Michael Patrick Guest
party: R
chamber: House
ticker: CHRD
sector: Energy
industry: Oil & Gas E&P
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-01-09
disclosure_date: 2026-02-17
trade_direction: sell
scored_at: 2026-05-31T15:51:59.467762+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres998-119", "event_type": "bill", "composite_score": 73.86, "event_summary": "Commending President Trump, his administration, and the brave men and women of the Armed Forces, Intelligence Community, and Justice Department for the remarkable success of \"Operation Absolute Resolv"}, {"event_id": "hr7120-119", "event_type": "bill", "composite_score": 72.62, "event_summary": "Purple Heart Freedom to Work Act"}, {"event_id": "hr7230-119", "event_type": "bill", "composite_score": 65.94, "event_summary": "Buying American Cotton Act of 2026"}, {"event_id": "hr6167-119", "event_type": "bill", "composite_score": 40.8, "event_summary": "HEALTH Act of 2025"}, {"event_id": "hres866-119", "event_type": "bill", "composite_score": 40.8, "event_summary": "Condemning the persecution of Christians in Nigeria and standing ready to support President Donald J. Trump in taking decisive action to end the existential threat that persecuted Christians face in N"}]

ml_shap_top3:
[{"contribution": 6.9213, "factor": "disclosure_lag_raw"}, {"contribution": 4.3652, "factor": "jurisdiction_raw"}, {"contribution": 1.2279, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": 6.9213, "factor": "disclosure_lag_raw"}, {"contribution": 4.3652, "factor": "jurisdiction_raw"}, {"contribution": 1.2279, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0486, "factor": "timing_raw"}, {"contribution": 0.0187, "factor": "jurisdiction_raw"}, {"contribution": 0.0164, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-01-09_M001236_T
correlation_type: rollup
trade_id: quiver_2026-01-09_M001236_T
bioguide_id: M001236
member_name: Tim Moore
party: R
chamber: House
ticker: T
sector: Communication Services
industry: Telecom Services
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-01-09
disclosure_date: 2026-01-24
trade_direction: buy
scored_at: 2026-05-31T15:51:59.487297+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres998-119", "event_type": "bill", "composite_score": 65.44, "event_summary": "Commending President Trump, his administration, and the brave men and women of the Armed Forces, Intelligence Community, and Justice Department for the remarkable success of \"Operation Absolute Resolv"}, {"event_id": "hr7156-119", "event_type": "bill", "composite_score": 59.11, "event_summary": "SCAM Act"}, {"event_id": "hr7300-119", "event_type": "bill", "composite_score": 52.97, "event_summary": "Make Elections Great Again Act"}, {"event_id": "hr3497-119", "event_type": "bill", "composite_score": 51.48, "event_summary": "Medal of Sacrifice Act"}, {"event_id": "hr3616-119", "event_type": "bill", "composite_score": 36.79, "event_summary": "Reliable Power Act"}]

ml_shap_top3:
[{"contribution": 4.6357, "factor": "jurisdiction_raw"}, {"contribution": -1.241, "factor": "disclosure_lag_raw"}, {"contribution": 1.2027, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": 4.6357, "factor": "jurisdiction_raw"}, {"contribution": -1.241, "factor": "disclosure_lag_raw"}, {"contribution": 1.2027, "factor": "trade_before_event_raw"}]

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_2026-01-09_W000802_MCD
correlation_type: rollup
trade_id: quiver_2026-01-09_W000802_MCD
bioguide_id: W000802
member_name: Sheldon Whitehouse
party: D
chamber: Senate
ticker: MCD
sector: Consumer Cyclical
industry: Restaurants
transaction_type: sale_full
amount_range: 15001.0
transaction_date: 2026-01-09
disclosure_date: 2026-02-04
trade_direction: sell
scored_at: 2026-05-31T15:51:59.511656+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3777-119", "event_type": "bill", "composite_score": 28.53, "event_summary": "Rebuild America’s Schools Act of 2026"}, {"event_id": "s3365-119", "event_type": "bill", "composite_score": 10.6, "event_summary": "Right to Read Act of 2025"}]

ml_shap_top3:
[{"contribution": -16.6841, "factor": "jurisdiction_raw"}, {"contribution": -14.1095, "factor": "timing_raw"}, {"contribution": -4.1999, "factor": "multiple_signals_raw"}]

ml_shap_top3_distill:
[{"contribution": -16.6841, "factor": "jurisdiction_raw"}, {"contribution": -14.1095, "factor": "timing_raw"}, {"contribution": -4.1999, "factor": "multiple_signals_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0377, "factor": "multiple_signals_raw"}, {"contribution": 0.0092, "factor": "amount_raw"}, {"contribution": -0.0071, "factor": "trade_before_event_raw"}]


correlation_id: rollup__quiver_2026-01-12_C001123_SBGSF
correlation_type: rollup
trade_id: quiver_2026-01-12_C001123_SBGSF
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: SBGSF
sector: Industrials
industry: Specialty Industrial Machinery
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-01-12
disclosure_date: 2026-02-13
trade_direction: sell
scored_at: 2026-05-31T15:51:59.529758+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7016-119", "event_type": "bill", "composite_score": 74.2, "event_summary": "No Funds for NATO Invasion Act"}, {"event_id": "hres993-119", "event_type": "bill", "composite_score": 72.44, "event_summary": "Recognizing and expressing support for the Iranian people protesting for a free and democratic Iran."}, {"event_id": "hr7163-119", "event_type": "bill", "composite_score": 63.0, "event_summary": "PUBLIC SAFETY Act"}, {"event_id": "hr7335-119", "event_type": "bill", "composite_score": 53.23, "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act"}, {"event_id": "hr7481-119", "event_type": "bill", "composite_score": 51.17, "event_summary": "Department of Homeland Security Appropriations Act, 2026"}]

ml_shap_top3:
[{"contribution": 7.8478, "factor": "timing_raw"}, {"contribution": 5.0836, "factor": "jurisdiction_raw"}, {"contribution": 2.8232, "factor": "disclosure_lag_raw"}]

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_2026-01-12_F000450_HTGC
correlation_type: rollup
trade_id: quiver_2026-01-12_F000450_HTGC
bioguide_id: F000450
member_name: Virginia Foxx
party: R
chamber: House
ticker: HTGC
sector: Financial Services
industry: Asset Management
transaction_type: sale_partial
amount_range: 50001.0
transaction_date: 2026-01-12
disclosure_date: 2026-02-06
trade_direction: sell
scored_at: 2026-05-31T15:51:59.547673+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7300-119", "event_type": "bill", "composite_score": 33.86, "event_summary": "Make Elections Great Again Act"}, {"event_id": "hr6792-119", "event_type": "bill", "composite_score": 14.87, "event_summary": "Foreign-Trade Zone Export Enhancement Act of 2025"}]

ml_shap_top3:
[{"contribution": -15.9923, "factor": "jurisdiction_raw"}, {"contribution": -9.3818, "factor": "timing_raw"}, {"contribution": -2.602, "factor": "multiple_signals_raw"}]

ml_shap_top3_distill:
[{"contribution": -15.9923, "factor": "jurisdiction_raw"}, {"contribution": -9.3818, "factor": "timing_raw"}, {"contribution": -2.602, "factor": "multiple_signals_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0443, "factor": "multiple_signals_raw"}, {"contribution": -0.0191, "factor": "jurisdiction_raw"}, {"contribution": -0.0051, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-01-12_P000595_SWK
correlation_type: rollup
trade_id: quiver_2026-01-12_P000595_SWK
bioguide_id: P000595
member_name: Gary Peters
party: D
chamber: Senate
ticker: SWK
sector: Industrials
industry: Tools & Accessories
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-01-12
disclosure_date: 2026-01-20
trade_direction: buy
scored_at: 2026-05-31T15:51:59.565432+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3426-119", "event_type": "bill", "composite_score": 33.73, "event_summary": "International Human Rights Defense Act of 2025"}, {"event_id": "sjres98-119", "event_type": "bill", "composite_score": 32.71, "event_summary": "A joint resolution to direct the removal of United States Armed Forces from hostilities within or against Venezuela that have not been authorized by Congress."}, {"event_id": "s3039-119", "event_type": "bill", "composite_score": 32.38, "event_summary": "True Shutdown Fairness Act"}, {"event_id": "sres484-119", "event_type": "bill", "composite_score": 32.38, "event_summary": "A resolution designating October 2025 as \"School Bus Safety Month\"."}]

ml_shap_top3:
[{"contribution": -15.1049, "factor": "timing_raw"}, {"contribution": -12.7188, "factor": "trade_before_event_raw"}, {"contribution": 5.252, "factor": "jurisdiction_raw"}]

ml_shap_top3_distill:
[{"contribution": -15.1049, "factor": "timing_raw"}, {"contribution": -12.7188, "factor": "trade_before_event_raw"}, {"contribution": 5.252, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0217, "factor": "timing_raw"}, {"contribution": 0.0163, "factor": "jurisdiction_raw"}, {"contribution": 0.0122, "factor": "trade_before_event_raw"}]


correlation_id: rollup__quiver_2026-01-13_J000309_TMUS
correlation_type: rollup
trade_id: quiver_2026-01-13_J000309_TMUS
bioguide_id: J000309
member_name: Jonathan Jackson
party: D
chamber: House
ticker: TMUS
sector: Communication Services
industry: Wireless Telecommunication Services
transaction_type: sale_partial
amount_range: 50001.0
transaction_date: 2026-01-13
disclosure_date: 2026-02-23
trade_direction: sell
scored_at: 2026-05-31T15:51:59.589815+00:00
engine_version: 1.2.0
severity_tier: high
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres996-119", "event_type": "bill", "composite_score": 84.02, "event_summary": "Impeaching Kristi Lynn Arnold Noem, Secretary of Homeland Security, for high crimes and misdemeanors."}, {"event_id": "hr7119-119", "event_type": "bill", "composite_score": 82.38, "event_summary": "DHS Use of Force Oversight Act"}, {"event_id": "hres1040-119", "event_type": "bill", "composite_score": 64.81, "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month."}, {"event_id": "hr7521-119", "event_type": "bill", "composite_score": 62.76, "event_summary": "United States-Cuba Trade Act of 2026"}, {"event_id": "hr7535-119", "event_type": "bill", "composite_score": 62.76, "event_summary": "Second Chance Mental Health Access Act of 2026"}]

ml_shap_top3:
[{"contribution": 8.3429, "factor": "disclosure_lag_raw"}, {"contribution": 7.4226, "factor": "timing_raw"}, {"contribution": 4.999, "factor": "jurisdiction_raw"}]

ml_shap_top3_distill:
[{"contribution": 8.3429, "factor": "disclosure_lag_raw"}, {"contribution": 7.4226, "factor": "timing_raw"}, {"contribution": 4.999, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0726, "factor": "disclosure_lag_raw"}, {"contribution": 0.0163, "factor": "jurisdiction_raw"}, {"contribution": -0.0109, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-02-02_G000583_MSFT
correlation_type: rollup
trade_id: quiver_2026-02-02_G000583_MSFT
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: MSFT
sector: Information Technology
industry: Systems Software
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-02-02
disclosure_date: 2026-03-16
trade_direction: sell
scored_at: 2026-05-31T15:52:00.620784+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7352-119", "event_type": "bill", "composite_score": 79.22, "event_summary": "PASTEUR Act of 2026"}, {"event_id": "hr7365-119", "event_type": "bill", "composite_score": 79.22, "event_summary": "To designate the facility of the United States Postal Service located at 1225 Kempsville Road in Virginia Beach, Virginia, as the \"Colonel Edward Shames Post Office Building\"."}, {"event_id": "hr7367-119", "event_type": "bill", "composite_score": 79.22, "event_summary": "TANF Hygiene Access Act"}, {"event_id": "hr7380-119", "event_type": "bill", "composite_score": 79.22, "event_summary": "IRAN Act"}, {"event_id": "hr7411-119", "event_type": "bill", "composite_score": 77.69, "event_summary": "To expand the telescreening mammography pilot program of the Department of Veterans Affairs, and for other purposes."}]

ml_shap_top3:
[{"contribution": 8.5886, "factor": "disclosure_lag_raw"}, {"contribution": 7.0064, "factor": "timing_raw"}, {"contribution": 4.7281, "factor": "jurisdiction_raw"}]

ml_shap_top3_distill:
[{"contribution": 8.5886, "factor": "disclosure_lag_raw"}, {"contribution": 7.0064, "factor": "timing_raw"}, {"contribution": 4.7281, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0861, "factor": "disclosure_lag_raw"}, {"contribution": 0.0157, "factor": "jurisdiction_raw"}, {"contribution": 0.0099, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-02-02_L000595_AAPL
correlation_type: rollup
trade_id: quiver_2026-02-02_L000595_AAPL
bioguide_id: L000595
member_name: Julia Letlow
party: R
chamber: House
ticker: AAPL
sector: Information Technology
industry: Technology Hardware, Storage & Peripherals
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-02-02
disclosure_date: 2026-03-12
trade_direction: buy
scored_at: 2026-05-31T15:52:00.638339+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1076-119", "event_type": "bill", "composite_score": 59.93, "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States."}, {"event_id": "hr7678-119", "event_type": "bill", "composite_score": 59.55, "event_summary": "Gun Owner Registration Information Protection Act"}, {"event_id": "hr7235-119", "event_type": "bill", "composite_score": 51.59, "event_summary": "Protecting Motherhood Act"}, {"event_id": "hr7156-119", "event_type": "bill", "composite_score": 49.12, "event_summary": "SCAM Act"}, {"event_id": "hr1262-119", "event_type": "bill", "composite_score": 39.75, "event_summary": "Mikaela Naylon Give Kids a Chance Act"}]

ml_shap_top3:
[{"contribution": -11.1854, "factor": "timing_raw"}, {"contribution": 5.7717, "factor": "disclosure_lag_raw"}, {"contribution": 5.4851, "factor": "jurisdiction_raw"}]

ml_shap_top3_distill:
[{"contribution": -11.1854, "factor": "timing_raw"}, {"contribution": 5.7717, "factor": "disclosure_lag_raw"}, {"contribution": 5.4851, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0345, "factor": "disclosure_lag_raw"}, {"contribution": 0.0076, "factor": "jurisdiction_raw"}, {"contribution": -0.0045, "factor": "trade_before_event_raw"}]


correlation_id: rollup__quiver_2026-02-02_L000595_BA
correlation_type: rollup
trade_id: quiver_2026-02-02_L000595_BA
bioguide_id: L000595
member_name: Julia Letlow
party: R
chamber: House
ticker: BA
sector: Industrials
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-02-02
disclosure_date: 2026-03-12
trade_direction: buy
scored_at: 2026-05-31T15:52:00.677684+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1076-119", "event_type": "bill", "composite_score": 59.93, "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States."}, {"event_id": "SUB_2026-02-27_0000001582-0", "event_type": "contract", "composite_score": 58.85, "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558"}, {"event_id": "SUB_2026-03-02_5500374513", "event_type": "contract", "composite_score": 57.98, "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490"}, {"event_id": "hr7235-119", "event_type": "bill", "composite_score": 51.59, "event_summary": "Protecting Motherhood Act"}, {"event_id": "hr5942-119", "event_type": "bill", "composite_score": 39.75, "event_summary": "National Cemetery Access Act"}]

ml_shap_top3_car:
[{"contribution": -0.0345, "factor": "disclosure_lag_raw"}, {"contribution": 0.0076, "factor": "jurisdiction_raw"}, {"contribution": -0.0045, "factor": "trade_before_event_raw"}]


correlation_id: rollup__quiver_2026-02-02_L000595_DRS
correlation_type: rollup
trade_id: quiver_2026-02-02_L000595_DRS
bioguide_id: L000595
member_name: Julia Letlow
party: R
chamber: House
ticker: DRS
sector: Aerospace & Defense
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-02-02
disclosure_date: 2026-03-12
trade_direction: buy
scored_at: 2026-05-31T15:52:00.730895+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1076-119", "event_type": "bill", "composite_score": 59.93, "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States."}, {"event_id": "hr5942-119", "event_type": "bill", "composite_score": 39.75, "event_summary": "National Cemetery Access Act"}, {"event_id": "hres866-119", "event_type": "bill", "composite_score": 39.75, "event_summary": "Condemning the persecution of Christians in Nigeria and standing ready to support President Donald J. Trump in taking decisive action to end the existential threat that persecuted Christians face in N"}]


correlation_id: rollup__quiver_2026-02-02_L000595_IBM
correlation_type: rollup
trade_id: quiver_2026-02-02_L000595_IBM
bioguide_id: L000595
member_name: Julia Letlow
party: R
chamber: House
ticker: IBM
sector: Information Technology
industry: IT Consulting & Other Services
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-02-02
disclosure_date: 2026-03-12
trade_direction: buy
scored_at: 2026-05-31T15:52:00.757140+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1076-119", "event_type": "bill", "composite_score": 59.93, "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States."}, {"event_id": "hr7678-119", "event_type": "bill", "composite_score": 59.55, "event_summary": "Gun Owner Registration Information Protection Act"}, {"event_id": "hr7235-119", "event_type": "bill", "composite_score": 51.59, "event_summary": "Protecting Motherhood Act"}, {"event_id": "hr7156-119", "event_type": "bill", "composite_score": 49.12, "event_summary": "SCAM Act"}, {"event_id": "hr5942-119", "event_type": "bill", "composite_score": 39.75, "event_summary": "National Cemetery Access Act"}]


correlation_id: rollup__quiver_2026-02-03_C001123_FINMF
correlation_type: rollup
trade_id: quiver_2026-02-03_C001123_FINMF
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: FINMF
sector: Industrials
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-02-03
disclosure_date: 2026-02-13
trade_direction: buy
scored_at: 2026-05-31T15:52:00.834099+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7335-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act"}, {"event_id": "hr7481-119", "event_type": "bill", "composite_score": 60.89, "event_summary": "Department of Homeland Security Appropriations Act, 2026"}, {"event_id": "hres1058-119", "event_type": "bill", "composite_score": 60.89, "event_summary": "Recognizing that it is the duty of the Federal Government to develop and implement a Transgender Bill of Rights to protect and codify the rights of transgender and nonbinary people under the law and e"}, {"event_id": "hres1061-119", "event_type": "bill", "composite_score": 59.88, "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026."}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 53.88, "event_summary": "ALERT Act"}]

ml_shap_top3:
[{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.005, "factor": "timing_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-02-03_C001123_MHVYF
correlation_type: rollup
trade_id: quiver_2026-02-03_C001123_MHVYF
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: MHVYF
sector: Industrials
industry: Specialty Industrial Machinery
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-02-03
disclosure_date: 2026-02-13
trade_direction: buy
scored_at: 2026-05-31T15:52:00.854444+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7335-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act"}, {"event_id": "hr7481-119", "event_type": "bill", "composite_score": 60.89, "event_summary": "Department of Homeland Security Appropriations Act, 2026"}, {"event_id": "hres1058-119", "event_type": "bill", "composite_score": 60.89, "event_summary": "Recognizing that it is the duty of the Federal Government to develop and implement a Transgender Bill of Rights to protect and codify the rights of transgender and nonbinary people under the law and e"}, {"event_id": "hres1061-119", "event_type": "bill", "composite_score": 59.88, "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026."}, {"event_id": "SUB_2026-03-02_5500374513", "event_type": "contract", "composite_score": 57.72, "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490"}]

ml_shap_top3_car:
[{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.005, "factor": "timing_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-02-03_F000110_AMD
correlation_type: rollup
trade_id: quiver_2026-02-03_F000110_AMD
bioguide_id: F000110
member_name: Cleo Fields
party: D
chamber: House
ticker: AMD
sector: Information Technology
industry: Semiconductors
transaction_type: purchase
amount_range: 50001.0
transaction_date: 2026-02-03
disclosure_date: 2026-02-24
trade_direction: buy
scored_at: 2026-05-31T15:52:00.893178+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7345-119", "event_type": "bill", "composite_score": 73.49, "event_summary": "Studying Disastrous Impacts of Mass Deportation Act"}, {"event_id": "hr7347-119", "event_type": "bill", "composite_score": 73.49, "event_summary": "Stop Inhumane Conditions in ICE Detention Act of 2026"}, {"event_id": "hr7391-119", "event_type": "bill", "composite_score": 71.85, "event_summary": "Community Health Center Drug Pricing Protection Act"}, {"event_id": "hres1040-119", "event_type": "bill", "composite_score": 71.85, "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month."}, {"event_id": "hr6644-119", "event_type": "bill", "composite_score": 64.05, "event_summary": "21st Century ROAD to Housing Act"}]

ml_shap_top3:
[{"contribution": 7.265, "factor": "timing_raw"}, {"contribution": 5.1823, "factor": "jurisdiction_raw"}, {"contribution": 2.4384, "factor": "amount_raw"}]

ml_shap_top3_distill:
[{"contribution": 7.265, "factor": "timing_raw"}, {"contribution": 5.1823, "factor": "jurisdiction_raw"}, {"contribution": 2.4384, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0107, "factor": "jurisdiction_raw"}, {"contribution": -0.0086, "factor": "timing_raw"}, {"contribution": -0.0039, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-02-03_F000110_GOOGL
correlation_type: rollup
trade_id: quiver_2026-02-03_F000110_GOOGL
bioguide_id: F000110
member_name: Cleo Fields
party: D
chamber: House
ticker: GOOGL
sector: Communication Services
industry: Interactive Media & Services
transaction_type: purchase
amount_range: 100001.0
transaction_date: 2026-02-03
disclosure_date: 2026-02-24
trade_direction: buy
scored_at: 2026-05-31T15:52:00.916364+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7345-119", "event_type": "bill", "composite_score": 75.6, "event_summary": "Studying Disastrous Impacts of Mass Deportation Act"}, {"event_id": "hr7347-119", "event_type": "bill", "composite_score": 75.6, "event_summary": "Stop Inhumane Conditions in ICE Detention Act of 2026"}, {"event_id": "hr7391-119", "event_type": "bill", "composite_score": 73.96, "event_summary": "Community Health Center Drug Pricing Protection Act"}, {"event_id": "hres1040-119", "event_type": "bill", "composite_score": 73.96, "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month."}, {"event_id": "hres1088-119", "event_type": "bill", "composite_score": 56.39, "event_summary": "Recognizing and celebrating the significance of Black history museums and cultural institutions."}]

ml_shap_top3:
[{"contribution": 6.6782, "factor": "timing_raw"}, {"contribution": 5.4564, "factor": "jurisdiction_raw"}, {"contribution": 2.0794, "factor": "amount_raw"}]

ml_shap_top3_distill:
[{"contribution": 6.6782, "factor": "timing_raw"}, {"contribution": 5.4564, "factor": "jurisdiction_raw"}, {"contribution": 2.0794, "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_2026-02-03_F000110_LRCX
correlation_type: rollup
trade_id: quiver_2026-02-03_F000110_LRCX
bioguide_id: F000110
member_name: Cleo Fields
party: D
chamber: House
ticker: LRCX
sector: Technology
industry: Semiconductor Equipment & Materials
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-02-03
disclosure_date: 2026-02-24
trade_direction: buy
scored_at: 2026-05-31T15:52:00.934401+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7345-119", "event_type": "bill", "composite_score": 52.96, "event_summary": "Studying Disastrous Impacts of Mass Deportation Act"}, {"event_id": "hr7347-119", "event_type": "bill", "composite_score": 52.96, "event_summary": "Stop Inhumane Conditions in ICE Detention Act of 2026"}, {"event_id": "hres1040-119", "event_type": "bill", "composite_score": 51.32, "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month."}, {"event_id": "hr7391-119", "event_type": "bill", "composite_score": 51.32, "event_summary": "Community Health Center Drug Pricing Protection Act"}, {"event_id": "hr6644-119", "event_type": "bill", "composite_score": 43.52, "event_summary": "21st Century ROAD to Housing Act"}]

ml_shap_top3:
[{"contribution": -14.9529, "factor": "jurisdiction_raw"}, {"contribution": 8.3088, "factor": "timing_raw"}, {"contribution": 1.6283, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0115, "factor": "jurisdiction_raw"}, {"contribution": 0.0081, "factor": "amount_raw"}, {"contribution": 0.0044, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-02-03_F000110_MU
correlation_type: rollup
trade_id: quiver_2026-02-03_F000110_MU
bioguide_id: F000110
member_name: Cleo Fields
party: D
chamber: House
ticker: MU
sector: Technology
industry: Semiconductors
transaction_type: purchase
amount_range: 100001.0
transaction_date: 2026-02-03
disclosure_date: 2026-02-24
trade_direction: buy
scored_at: 2026-05-31T15:52:00.971080+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7345-119", "event_type": "bill", "composite_score": 57.17, "event_summary": "Studying Disastrous Impacts of Mass Deportation Act"}, {"event_id": "hr7347-119", "event_type": "bill", "composite_score": 57.17, "event_summary": "Stop Inhumane Conditions in ICE Detention Act of 2026"}, {"event_id": "hr7391-119", "event_type": "bill", "composite_score": 55.53, "event_summary": "Community Health Center Drug Pricing Protection Act"}, {"event_id": "hres1040-119", "event_type": "bill", "composite_score": 55.53, "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month."}, {"event_id": "hr6644-119", "event_type": "bill", "composite_score": 47.73, "event_summary": "21st Century ROAD to Housing Act"}]

ml_shap_top3:
[{"contribution": -15.5702, "factor": "jurisdiction_raw"}, {"contribution": 7.4774, "factor": "timing_raw"}, {"contribution": 1.5962, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -15.5702, "factor": "jurisdiction_raw"}, {"contribution": 7.4774, "factor": "timing_raw"}, {"contribution": 1.5962, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0486, "factor": "amount_raw"}, {"contribution": -0.0203, "factor": "timing_raw"}, {"contribution": -0.0128, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-02-03_M001236_SMPL
correlation_type: rollup
trade_id: quiver_2026-02-03_M001236_SMPL
bioguide_id: M001236
member_name: Tim Moore
party: R
chamber: House
ticker: SMPL
sector: Consumer Defensive
industry: Packaged Foods
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-02-03
disclosure_date: 2026-02-20
trade_direction: buy
scored_at: 2026-05-31T15:52:01.003560+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1073-119", "event_type": "bill", "composite_score": 34.99, "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": 18.78, "event_summary": "Hemp Planting Predictability Act"}, {"event_id": "hr7010-119", "event_type": "bill", "composite_score": 18.36, "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:
[{"contribution": -15.5662, "factor": "jurisdiction_raw"}, {"contribution": -10.8152, "factor": "timing_raw"}, {"contribution": 2.2795, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -15.5662, "factor": "jurisdiction_raw"}, {"contribution": -10.8152, "factor": "timing_raw"}, {"contribution": 2.2795, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0365, "factor": "jurisdiction_raw"}, {"contribution": 0.0174, "factor": "timing_raw"}, {"contribution": 0.0089, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-02-04_G000583_NET
correlation_type: rollup
trade_id: quiver_2026-02-04_G000583_NET
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: NET
sector: Information Technology
industry: Systems Software
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-02-04
disclosure_date: 2026-03-16
trade_direction: sell
scored_at: 2026-05-31T15:52:01.023022+00:00
engine_version: 1.2.0
severity_tier: high
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7352-119", "event_type": "bill", "composite_score": 82.63, "event_summary": "PASTEUR Act of 2026"}, {"event_id": "hr7365-119", "event_type": "bill", "composite_score": 82.63, "event_summary": "To designate the facility of the United States Postal Service located at 1225 Kempsville Road in Virginia Beach, Virginia, as the \"Colonel Edward Shames Post Office Building\"."}, {"event_id": "hr7367-119", "event_type": "bill", "composite_score": 82.63, "event_summary": "TANF Hygiene Access Act"}, {"event_id": "hr7380-119", "event_type": "bill", "composite_score": 82.63, "event_summary": "IRAN Act"}, {"event_id": "hr7411-119", "event_type": "bill", "composite_score": 80.86, "event_summary": "To expand the telescreening mammography pilot program of the Department of Veterans Affairs, and for other purposes."}]

ml_shap_top3:
[{"contribution": 8.4219, "factor": "disclosure_lag_raw"}, {"contribution": 7.5329, "factor": "timing_raw"}, {"contribution": 4.8207, "factor": "jurisdiction_raw"}]

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_2026-02-04_L000595_CMI
correlation_type: rollup
trade_id: quiver_2026-02-04_L000595_CMI
bioguide_id: L000595
member_name: Julia Letlow
party: R
chamber: House
ticker: CMI
sector: Industrials
industry: Specialty Industrial Machinery
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-02-04
disclosure_date: 2026-03-12
trade_direction: buy
scored_at: 2026-05-31T15:52:01.041716+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-02_5500374513", "event_type": "contract", "composite_score": 64.33, "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490"}, {"event_id": "hres1076-119", "event_type": "bill", "composite_score": 58.68, "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States."}, {"event_id": "SUB_2026-02-27_0000001582-0", "event_type": "contract", "composite_score": 57.44, "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558"}, {"event_id": "hr7235-119", "event_type": "bill", "composite_score": 47.78, "event_summary": "Protecting Motherhood Act"}, {"event_id": "hr5942-119", "event_type": "bill", "composite_score": 37.64, "event_summary": "National Cemetery Access Act"}]

ml_shap_top3:
[{"contribution": -12.2019, "factor": "timing_raw"}, {"contribution": 11.035, "factor": "jurisdiction_raw"}, {"contribution": 5.5129, "factor": "disclosure_lag_raw"}]

ml_shap_top3_distill:
[{"contribution": -12.2019, "factor": "timing_raw"}, {"contribution": 11.035, "factor": "jurisdiction_raw"}, {"contribution": 5.5129, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0411, "factor": "jurisdiction_raw"}, {"contribution": -0.0313, "factor": "timing_raw"}, {"contribution": -0.0307, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-02-04_L000595_MMM
correlation_type: rollup
trade_id: quiver_2026-02-04_L000595_MMM
bioguide_id: L000595
member_name: Julia Letlow
party: R
chamber: House
ticker: MMM
sector: Industrials
industry: Conglomerates
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-02-04
disclosure_date: 2026-03-12
trade_direction: sell
scored_at: 2026-05-31T15:52:01.059852+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1076-119", "event_type": "bill", "composite_score": 58.68, "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States."}, {"event_id": "SUB_2026-02-27_0000001582-0", "event_type": "contract", "composite_score": 57.44, "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558"}, {"event_id": "SUB_2026-03-02_5500374513", "event_type": "contract", "composite_score": 56.44, "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490"}, {"event_id": "hr7235-119", "event_type": "bill", "composite_score": 47.78, "event_summary": "Protecting Motherhood Act"}, {"event_id": "hr5942-119", "event_type": "bill", "composite_score": 37.64, "event_summary": "National Cemetery Access Act"}]

ml_shap_top3:
[{"contribution": -10.2379, "factor": "timing_raw"}, {"contribution": 6.3781, "factor": "disclosure_lag_raw"}, {"contribution": 5.4686, "factor": "jurisdiction_raw"}]

ml_shap_top3_distill:
[{"contribution": -10.2379, "factor": "timing_raw"}, {"contribution": 6.3781, "factor": "disclosure_lag_raw"}, {"contribution": 5.4686, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0307, "factor": "disclosure_lag_raw"}, {"contribution": 0.0288, "factor": "timing_raw"}, {"contribution": 0.0239, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-02-04_M001190_ADBE
correlation_type: rollup
trade_id: quiver_2026-02-04_M001190_ADBE
bioguide_id: M001190
member_name: Markwayne Mullin
party: R
chamber: Senate
ticker: ADBE
sector: Information Technology
industry: Application Software
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-02-04
disclosure_date: 2026-03-02
trade_direction: buy
scored_at: 2026-05-31T15:52:01.083288+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "sres602-119", "event_type": "bill", "composite_score": 71.39, "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games."}, {"event_id": "s3909-119", "event_type": "bill", "composite_score": 52.97, "event_summary": "Stop Illegal Alien Cops Act"}, {"event_id": "s3606-119", "event_type": "bill", "composite_score": 35.11, "event_summary": "Fraud Accountability Act"}, {"event_id": "s3584-119", "event_type": "bill", "composite_score": 34.84, "event_summary": "Stop Illegal Aliens Drunk Driving"}, {"event_id": "s3179-119", "event_type": "bill", "composite_score": 32.38, "event_summary": "Halo Act"}]

ml_shap_top3:
[{"contribution": 6.9052, "factor": "timing_raw"}, {"contribution": 5.0115, "factor": "jurisdiction_raw"}, {"contribution": 1.3198, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": 6.9052, "factor": "timing_raw"}, {"contribution": 5.0115, "factor": "jurisdiction_raw"}, {"contribution": 1.3198, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0106, "factor": "jurisdiction_raw"}, {"contribution": 0.0083, "factor": "amount_raw"}, {"contribution": -0.004, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-02-04_M001190_AIT
correlation_type: rollup
trade_id: quiver_2026-02-04_M001190_AIT
bioguide_id: M001190
member_name: Markwayne Mullin
party: R
chamber: Senate
ticker: AIT
sector: Industrials
industry: Industrial Distribution
transaction_type: sale_full
amount_range: 1001.0
transaction_date: 2026-02-04
disclosure_date: 2026-03-02
trade_direction: sell
scored_at: 2026-05-31T15:52:01.102884+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "sres602-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games."}, {"event_id": "sres606-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "A resolution condemning the Government of Iran for its suppression of the right of Iranians to peacefully assemble."}, {"event_id": "SUB_2026-02-27_0000001582-0", "event_type": "contract", "composite_score": 51.12, "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558"}, {"event_id": "SUB_2026-03-02_5500374513", "event_type": "contract", "composite_score": 50.12, "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490"}]


correlation_id: rollup__quiver_2026-02-04_M001190_AMKR
correlation_type: rollup
trade_id: quiver_2026-02-04_M001190_AMKR
bioguide_id: M001190
member_name: Markwayne Mullin
party: R
chamber: Senate
ticker: AMKR
sector: Technology
industry: Semiconductor Equipment & Materials
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-02-04
disclosure_date: 2026-03-02
trade_direction: buy
scored_at: 2026-05-31T15:52:01.121042+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "sres602-119", "event_type": "bill", "composite_score": 52.96, "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games."}, {"event_id": "s3909-119", "event_type": "bill", "composite_score": 34.55, "event_summary": "Stop Illegal Alien Cops Act"}, {"event_id": "s3606-119", "event_type": "bill", "composite_score": 16.69, "event_summary": "Fraud Accountability Act"}, {"event_id": "s3584-119", "event_type": "bill", "composite_score": 16.42, "event_summary": "Stop Illegal Aliens Drunk Driving"}, {"event_id": "s3179-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "Halo Act"}]

ml_shap_top3_car:
[{"contribution": -0.0115, "factor": "jurisdiction_raw"}, {"contribution": 0.0081, "factor": "amount_raw"}, {"contribution": 0.0044, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-02-04_M001190_APG
correlation_type: rollup
trade_id: quiver_2026-02-04_M001190_APG
bioguide_id: M001190
member_name: Markwayne Mullin
party: R
chamber: Senate
ticker: APG
sector: Industrials
industry: Engineering & Construction
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-02-04
disclosure_date: 2026-03-02
trade_direction: buy
scored_at: 2026-05-31T15:52:01.138890+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "sres602-119", "event_type": "bill", "composite_score": 71.39, "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games."}, {"event_id": "sres606-119", "event_type": "bill", "composite_score": 63.03, "event_summary": "A resolution condemning the Government of Iran for its suppression of the right of Iranians to peacefully assemble."}, {"event_id": "SUB_2026-02-27_0000001582-0", "event_type": "contract", "composite_score": 52.18, "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558"}, {"event_id": "SUB_2026-03-02_5500374513", "event_type": "contract", "composite_score": 51.17, "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490"}]

ml_shap_top3:
[{"contribution": 6.9052, "factor": "timing_raw"}, {"contribution": 5.0115, "factor": "jurisdiction_raw"}, {"contribution": 1.3198, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0106, "factor": "jurisdiction_raw"}, {"contribution": 0.0083, "factor": "amount_raw"}, {"contribution": -0.004, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-02-04_M001190_C
correlation_type: rollup
trade_id: quiver_2026-02-04_M001190_C
bioguide_id: M001190
member_name: Markwayne Mullin
party: R
chamber: Senate
ticker: C
sector: Financial Services
industry: Banks - Diversified
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-02-04
disclosure_date: 2026-03-02
trade_direction: buy
scored_at: 2026-05-31T15:52:01.158784+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-02-27_40487291", "event_type": "contract", "composite_score": 52.18, "event_summary": "to AMPHENOL CORP | $30,043"}, {"event_id": "SUB_2026-03-05_D26P000282", "event_type": "contract", "composite_score": 50.36, "event_summary": "to AVIATRIX INC | $77,245"}, {"event_id": "s3159-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act"}, {"event_id": "s3178-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "A bill to require the Secretary of Housing and Urban Development and the Secretary of Agriculture to withdraw a final determination relating to energy efficiency standards for housing, and for other p"}, {"event_id": "s3478-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "Indian Buffalo Management Act"}]

ml_shap_top3:
[{"contribution": -9.96, "factor": "timing_raw"}, {"contribution": 5.4752, "factor": "jurisdiction_raw"}, {"contribution": 1.9634, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -9.96, "factor": "timing_raw"}, {"contribution": 5.4752, "factor": "jurisdiction_raw"}, {"contribution": 1.9634, "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_2026-02-04_M001190_GS
correlation_type: rollup
trade_id: quiver_2026-02-04_M001190_GS
bioguide_id: M001190
member_name: Markwayne Mullin
party: R
chamber: Senate
ticker: GS
sector: Financials
industry: Investment Banking & Brokerage
transaction_type: sale_full
amount_range: 15001.0
transaction_date: 2026-02-04
disclosure_date: 2026-03-02
trade_direction: sell
scored_at: 2026-05-31T15:52:01.271215+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-02-27_40487291", "event_type": "contract", "composite_score": 33.75, "event_summary": "to AMPHENOL CORP | $30,043"}, {"event_id": "s3159-119", "event_type": "bill", "composite_score": 32.38, "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act"}, {"event_id": "s3178-119", "event_type": "bill", "composite_score": 32.38, "event_summary": "A bill to require the Secretary of Housing and Urban Development and the Secretary of Agriculture to withdraw a final determination relating to energy efficiency standards for housing, and for other p"}, {"event_id": "s3478-119", "event_type": "bill", "composite_score": 32.38, "event_summary": "Indian Buffalo Management Act"}, {"event_id": "SUB_2026-03-05_D26P000282", "event_type": "contract", "composite_score": 31.93, "event_summary": "to AVIATRIX INC | $77,245"}]

ml_shap_top3:
[{"contribution": -15.6087, "factor": "jurisdiction_raw"}, {"contribution": -9.6758, "factor": "timing_raw"}, {"contribution": 2.3272, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -15.6087, "factor": "jurisdiction_raw"}, {"contribution": -9.6758, "factor": "timing_raw"}, {"contribution": 2.3272, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0156, "factor": "timing_raw"}, {"contribution": 0.009, "factor": "disclosure_lag_raw"}, {"contribution": 0.0071, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-02-04_M001190_MCK
correlation_type: rollup
trade_id: quiver_2026-02-04_M001190_MCK
bioguide_id: M001190
member_name: Markwayne Mullin
party: R
chamber: Senate
ticker: MCK
sector: Health Care
industry: Health Care Distributors
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-02-04
disclosure_date: 2026-03-02
trade_direction: buy
scored_at: 2026-05-31T15:52:01.288579+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3159-119", "event_type": "bill", "composite_score": 28.16, "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act"}, {"event_id": "s3478-119", "event_type": "bill", "composite_score": 28.16, "event_summary": "Indian Buffalo Management Act"}]

ml_shap_top3:
[{"contribution": -17.1755, "factor": "timing_raw"}, {"contribution": -11.6849, "factor": "trade_before_event_raw"}, {"contribution": 5.4599, "factor": "jurisdiction_raw"}]

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_2026-02-05_G000583_CMI
correlation_type: rollup
trade_id: quiver_2026-02-05_G000583_CMI
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: CMI
sector: Industrials
industry: Specialty Industrial Machinery
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-02-05
disclosure_date: 2026-03-16
trade_direction: buy
scored_at: 2026-05-31T15:52:01.374426+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7438-119", "event_type": "bill", "composite_score": 75.2, "event_summary": "PETSAFE Act of 2026"}, {"event_id": "hr7503-119", "event_type": "bill", "composite_score": 72.62, "event_summary": "Housing for Heroes Act of 2026"}, {"event_id": "hr7504-119", "event_type": "bill", "composite_score": 72.62, "event_summary": "Housing for America’s Middle Class Act of 2026"}, {"event_id": "hr7506-119", "event_type": "bill", "composite_score": 72.62, "event_summary": "Decreasing Russian Oil Profits Act of 2026"}, {"event_id": "hr7516-119", "event_type": "bill", "composite_score": 72.62, "event_summary": "No Funds for Forced Labor Act"}]

ml_shap_top3:
[{"contribution": 6.4967, "factor": "disclosure_lag_raw"}, {"contribution": 4.4956, "factor": "jurisdiction_raw"}, {"contribution": 2.8435, "factor": "timing_raw"}]

ml_shap_top3_distill:
[{"contribution": 6.4967, "factor": "disclosure_lag_raw"}, {"contribution": 4.4956, "factor": "jurisdiction_raw"}, {"contribution": 2.8435, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0227, "factor": "disclosure_lag_raw"}, {"contribution": 0.0142, "factor": "jurisdiction_raw"}, {"contribution": 0.0113, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-02-05_H000273_SIRI
correlation_type: rollup
trade_id: quiver_2026-02-05_H000273_SIRI
bioguide_id: H000273
member_name: John Hickenlooper
party: D
chamber: Senate
ticker: SIRI
sector: Communication Services
industry: Entertainment
transaction_type: sale_partial
amount_range: 50001.0
transaction_date: 2026-02-05
disclosure_date: 2026-03-04
trade_direction: sell
scored_at: 2026-05-31T15:52:01.423153+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "sres602-119", "event_type": "bill", "composite_score": 75.26, "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games."}, {"event_id": "s3952-119", "event_type": "bill", "composite_score": 55.08, "event_summary": "Future of Artificial Intelligence Innovation Act of 2026"}, {"event_id": "s3597-119", "event_type": "bill", "composite_score": 36.95, "event_summary": "National Quantum Initiative Reauthorization Act of 2026"}, {"event_id": "s3214-119", "event_type": "bill", "composite_score": 34.48, "event_summary": "Background Check Expansion Act"}, {"event_id": "s3257-119", "event_type": "bill", "composite_score": 34.48, "event_summary": "Mental Health in Aviation Act of 2025"}]

ml_shap_top3:
[{"contribution": 6.7702, "factor": "timing_raw"}, {"contribution": 5.2066, "factor": "jurisdiction_raw"}, {"contribution": 1.4261, "factor": "amount_raw"}]

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_2026-02-05_J000309_C
correlation_type: rollup
trade_id: quiver_2026-02-05_J000309_C
bioguide_id: J000309
member_name: Jonathan Jackson
party: D
chamber: House
ticker: C
sector: Financial Services
industry: Banks - Diversified
transaction_type: purchase
amount_range: 50001.0
transaction_date: 2026-02-05
disclosure_date: 2026-03-12
trade_direction: buy
scored_at: 2026-05-31T15:52:01.444078+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-02-27_40487291", "event_type": "contract", "composite_score": 59.93, "event_summary": "to AMPHENOL CORP | $30,043"}, {"event_id": "SUB_2026-03-05_D26P000282", "event_type": "contract", "composite_score": 57.98, "event_summary": "to AVIATRIX INC | $77,245"}, {"event_id": "hres1056-119", "event_type": "bill", "composite_score": 54.39, "event_summary": "Calling for the annulment of the Monroe Doctrine and the development of a \"New Good Neighbor\" policy in order to foster improved relations and deeper, more effective cooperation between the United Sta"}, {"event_id": "hr7521-119", "event_type": "bill", "composite_score": 51.98, "event_summary": "United States-Cuba Trade Act of 2026"}, {"event_id": "hr7531-119", "event_type": "bill", "composite_score": 51.98, "event_summary": "Healthy Families Act"}]

ml_shap_top3:
[{"contribution": -10.5799, "factor": "timing_raw"}, {"contribution": 5.8177, "factor": "disclosure_lag_raw"}, {"contribution": 5.633, "factor": "jurisdiction_raw"}]

ml_shap_top3_distill:
[{"contribution": -10.5799, "factor": "timing_raw"}, {"contribution": 5.8177, "factor": "disclosure_lag_raw"}, {"contribution": 5.633, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0265, "factor": "disclosure_lag_raw"}, {"contribution": -0.0149, "factor": "timing_raw"}, {"contribution": 0.0116, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-02-05_J000309_PANW
correlation_type: rollup
trade_id: quiver_2026-02-05_J000309_PANW
bioguide_id: J000309
member_name: Jonathan Jackson
party: D
chamber: House
ticker: PANW
sector: Information Technology
industry: Systems Software
transaction_type: sale_partial
amount_range: 50001.0
transaction_date: 2026-02-05
disclosure_date: 2026-03-12
trade_direction: sell
scored_at: 2026-05-31T15:52:01.462316+00:00
engine_version: 1.2.0
severity_tier: high
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1040-119", "event_type": "bill", "composite_score": 80.52, "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month."}, {"event_id": "hr7449-119", "event_type": "bill", "composite_score": 74.15, "event_summary": "PLATE Act"}, {"event_id": "hr7521-119", "event_type": "bill", "composite_score": 70.4, "event_summary": "United States-Cuba Trade Act of 2026"}, {"event_id": "hr7531-119", "event_type": "bill", "composite_score": 70.4, "event_summary": "Healthy Families Act"}, {"event_id": "hr7535-119", "event_type": "bill", "composite_score": 70.4, "event_summary": "Second Chance Mental Health Access Act of 2026"}]

ml_shap_top3:
[{"contribution": 6.6767, "factor": "timing_raw"}, {"contribution": 4.8823, "factor": "jurisdiction_raw"}, {"contribution": 4.7817, "factor": "disclosure_lag_raw"}]

ml_shap_top3_distill:
[{"contribution": 6.6767, "factor": "timing_raw"}, {"contribution": 4.8823, "factor": "jurisdiction_raw"}, {"contribution": 4.7817, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0305, "factor": "timing_raw"}, {"contribution": 0.0149, "factor": "jurisdiction_raw"}, {"contribution": 0.011, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-02-05_K000398_GOOGL
correlation_type: rollup
trade_id: quiver_2026-02-05_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: 2026-02-05
disclosure_date: 2026-03-18
trade_direction: sell
scored_at: 2026-05-31T15:52:01.486427+00:00
engine_version: 1.2.0
severity_tier: high
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7390-119", "event_type": "bill", "composite_score": 83.68, "event_summary": "SELF DRIVE Act of 2026"}, {"event_id": "hr2189-119", "event_type": "bill", "composite_score": 64.41, "event_summary": "Law-Enforcement Innovate to De-Escalate Act"}, {"event_id": "hr7749-119", "event_type": "bill", "composite_score": 62.01, "event_summary": "Quantum in Practice Act"}, {"event_id": "hr7184-119", "event_type": "bill", "composite_score": 50.9, "event_summary": "PRESS Act"}, {"event_id": "hr7137-119", "event_type": "bill", "composite_score": 48.17, "event_summary": "Shutdown Fairness Act"}]

ml_shap_top3:
[{"contribution": 8.3799, "factor": "disclosure_lag_raw"}, {"contribution": 7.7398, "factor": "timing_raw"}, {"contribution": 4.9254, "factor": "jurisdiction_raw"}]

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_2026-02-06_B001236_SHY
correlation_type: rollup
trade_id: quiver_2026-02-06_B001236_SHY
bioguide_id: B001236
member_name: John Boozman
party: R
chamber: Senate
ticker: SHY
transaction_type: sale_full
amount_range: 15001.0
transaction_date: 2026-02-06
disclosure_date: 2026-03-06
trade_direction: sell
scored_at: 2026-05-31T15:52:01.507016+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "sres606-119", "event_type": "bill", "composite_score": 47.02, "event_summary": "A resolution condemning the Government of Iran for its suppression of the right of Iranians to peacefully assemble."}, {"event_id": "sres602-119", "event_type": "bill", "composite_score": 37.19, "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games."}, {"event_id": "s3771-119", "event_type": "bill", "composite_score": 35.55, "event_summary": "Department of Veterans Affairs Therapeutic Medical Physicist Pay Cap Relief Act of 2026"}, {"event_id": "s3940-119", "event_type": "bill", "composite_score": 34.99, "event_summary": "Access to Fair Financing for Opportunity and Resilient Development Act"}, {"event_id": "s3726-119", "event_type": "bill", "composite_score": 27.75, "event_summary": "National Veterans Strategy Act of 2026"}]

ml_shap_top3_car:
[{"contribution": -0.0226, "factor": "jurisdiction_raw"}, {"contribution": 0.0146, "factor": "timing_raw"}, {"contribution": 0.0048, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-02-06_M001136_BBAI
correlation_type: rollup
trade_id: quiver_2026-02-06_M001136_BBAI
bioguide_id: M001136
member_name: Lisa Mcclain
party: R
chamber: House
ticker: BBAI
sector: Technology
industry: Information Technology Services
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-02-06
disclosure_date: 2026-03-04
trade_direction: buy
scored_at: 2026-05-31T15:52:01.547802+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1070-119", "event_type": "bill", "composite_score": 29.14, "event_summary": "Congratulating the Olympians and Paralympians of Michigan who competed in the 2026 Olympics and Paralympics in Italy."}]

ml_shap_top3:
[{"contribution": -15.9966, "factor": "jurisdiction_raw"}, {"contribution": -9.1186, "factor": "timing_raw"}, {"contribution": -5.689, "factor": "multiple_signals_raw"}]

ml_shap_top3_distill:
[{"contribution": -15.9966, "factor": "jurisdiction_raw"}, {"contribution": -9.1186, "factor": "timing_raw"}, {"contribution": -5.689, "factor": "multiple_signals_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0422, "factor": "multiple_signals_raw"}, {"contribution": -0.0208, "factor": "jurisdiction_raw"}, {"contribution": 0.0062, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-02-06_M001232_MIDD
correlation_type: rollup
trade_id: quiver_2026-02-06_M001232_MIDD
bioguide_id: M001232
member_name: April Mcclain Delaney
party: D
chamber: House
ticker: MIDD
sector: Industrials
industry: Specialty Industrial Machinery
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-02-06
disclosure_date: 2026-03-10
trade_direction: sell
scored_at: 2026-05-31T15:52:01.568659+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7479-119", "event_type": "bill", "composite_score": 68.88, "event_summary": "WORK to Save Lives Act"}, {"event_id": "hr7481-119", "event_type": "bill", "composite_score": 67.55, "event_summary": "Department of Homeland Security Appropriations Act, 2026"}, {"event_id": "hres1058-119", "event_type": "bill", "composite_score": 67.55, "event_summary": "Recognizing that it is the duty of the Federal Government to develop and implement a Transgender Bill of Rights to protect and codify the rights of transgender and nonbinary people under the law and e"}, {"event_id": "hr7531-119", "event_type": "bill", "composite_score": 66.3, "event_summary": "Healthy Families Act"}, {"event_id": "SUB_2026-03-02_5500374513", "event_type": "contract", "composite_score": 61.82, "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490"}]

ml_shap_top3:
[{"contribution": 4.8091, "factor": "jurisdiction_raw"}, {"contribution": 3.3443, "factor": "timing_raw"}, {"contribution": 2.7089, "factor": "disclosure_lag_raw"}]

ml_shap_top3_distill:
[{"contribution": 4.8091, "factor": "jurisdiction_raw"}, {"contribution": 3.3443, "factor": "timing_raw"}, {"contribution": 2.7089, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0227, "factor": "disclosure_lag_raw"}, {"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.0022, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-02-09_C001047_AVGO
correlation_type: rollup
trade_id: quiver_2026-02-09_C001047_AVGO
bioguide_id: C001047
member_name: Shelley Moore Capito
party: R
chamber: Senate
ticker: AVGO
sector: Information Technology
industry: Semiconductors
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-02-09
disclosure_date: 2026-03-04
trade_direction: buy
scored_at: 2026-05-31T15:52:01.590619+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3900-119", "event_type": "bill", "composite_score": 55.08, "event_summary": "A bill to promote human rights, internet freedom and accountability in Iran, and for other purposes."}, {"event_id": "s3917-119", "event_type": "bill", "composite_score": 54.46, "event_summary": "The Dalilah Law"}, {"event_id": "s3938-119", "event_type": "bill", "composite_score": 53.88, "event_summary": "TAP Promotion Act"}, {"event_id": "sres602-119", "event_type": "bill", "composite_score": 49.95, "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games."}, {"event_id": "s4061-119", "event_type": "bill", "composite_score": 49.07, "event_summary": "RAYS Act"}]

ml_shap_top3:
[{"contribution": -8.5993, "factor": "timing_raw"}, {"contribution": 5.3849, "factor": "jurisdiction_raw"}, {"contribution": 1.9161, "factor": "trade_before_event_raw"}]

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_2026-02-09_C001123_BABA
correlation_type: rollup
trade_id: quiver_2026-02-09_C001123_BABA
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: BABA
sector: Consumer Cyclical
industry: Internet Retail
transaction_type: purchase
amount_range: 50001.0
transaction_date: 2026-02-09
disclosure_date: 2026-03-09
trade_direction: buy
scored_at: 2026-05-31T15:52:01.610076+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1058-119", "event_type": "bill", "composite_score": 53.43, "event_summary": "Recognizing that it is the duty of the Federal Government to develop and implement a Transgender Bill of Rights to protect and codify the rights of transgender and nonbinary people under the law and e"}, {"event_id": "hr7623-119", "event_type": "bill", "composite_score": 42.79, "event_summary": "Freedom House Ambulance Service Congressional Gold Medal Act"}, {"event_id": "hr7637-119", "event_type": "bill", "composite_score": 42.79, "event_summary": "Head Start for America’s Children Act"}, {"event_id": "hr7340-119", "event_type": "bill", "composite_score": 33.35, "event_summary": "Rebuild America’s Schools Act of 2026"}, {"event_id": "hr5764-119", "event_type": "bill", "composite_score": 24.71, "event_summary": "AI for Main Street Act"}]

ml_shap_top3_car:
[{"contribution": -0.0132, "factor": "timing_raw"}, {"contribution": -0.0115, "factor": "jurisdiction_raw"}, {"contribution": -0.0049, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2025-12-18_J000310_DOV
correlation_type: rollup
trade_id: quiver_2025-12-18_J000310_DOV
bioguide_id: J000310
member_name: Julie Johnson
party: D
chamber: House
ticker: DOV
sector: Industrials
industry: Specialty Industrial Machinery
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2025-12-18
disclosure_date: 2026-01-15
trade_direction: sell
scored_at: 2026-05-31T15:51:57.597478+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6915-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes."}, {"event_id": "hr6731-119", "event_type": "bill", "composite_score": 52.92, "event_summary": "Restore Trust in Government Act"}, {"event_id": "hres1001-119", "event_type": "bill", "composite_score": 49.83, "event_summary": "Of inquiry requesting the President and directing the Secretary of State to transmit to the House of Representatives certain documents in their possession relating to the Administration's stance on Gr"}, {"event_id": "hr7088-119", "event_type": "bill", "composite_score": 49.56, "event_summary": "NO NATO for Purchase Act"}, {"event_id": "hr7119-119", "event_type": "bill", "composite_score": 49.56, "event_summary": "DHS Use of Force Oversight Act"}]


correlation_id: rollup__quiver_2025-12-18_M001190_COHR
correlation_type: rollup
trade_id: quiver_2025-12-18_M001190_COHR
bioguide_id: M001190
member_name: Markwayne Mullin
party: R
chamber: Senate
ticker: COHR
sector: Technology
industry: Scientific & Technical Instruments
transaction_type: sale_full
amount_range: 15001.0
transaction_date: 2025-12-18
disclosure_date: 2026-01-13
trade_direction: sell
scored_at: 2026-05-31T15:51:57.752190+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3606-119", "event_type": "bill", "composite_score": 34.55, "event_summary": "Fraud Accountability Act"}, {"event_id": "s3366-119", "event_type": "bill", "composite_score": 22.61, "event_summary": "Back the Blue Act of 2025"}, {"event_id": "s3041-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "Tribal Warrant Fairness Act"}]

ml_shap_top3:
[{"contribution": -15.5662, "factor": "jurisdiction_raw"}, {"contribution": -10.8152, "factor": "timing_raw"}, {"contribution": 2.2795, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0093, "factor": "timing_raw"}, {"contribution": -0.0091, "factor": "jurisdiction_raw"}, {"contribution": 0.0089, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2025-12-18_M001190_GS
correlation_type: rollup
trade_id: quiver_2025-12-18_M001190_GS
bioguide_id: M001190
member_name: Markwayne Mullin
party: R
chamber: Senate
ticker: GS
sector: Financial Services
industry: Capital Markets
transaction_type: sale_full
amount_range: 15001.0
transaction_date: 2025-12-18
disclosure_date: 2026-01-13
trade_direction: sell
scored_at: 2026-05-31T15:51:57.805205+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3478-119", "event_type": "bill", "composite_score": 29.8, "event_summary": "Indian Buffalo Management Act"}, {"event_id": "s3159-119", "event_type": "bill", "composite_score": 9.96, "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act"}]

ml_shap_top3:
[{"contribution": -14.7248, "factor": "jurisdiction_raw"}, {"contribution": -12.2418, "factor": "trade_before_event_raw"}, {"contribution": 6.0596, "factor": "timing_raw"}]

ml_shap_top3_distill:
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ml_shap_top3_car:
[{"contribution": -0.0154, "factor": "jurisdiction_raw"}, {"contribution": -0.0112, "factor": "multiple_signals_raw"}, {"contribution": 0.0062, "factor": "trade_before_event_raw"}]


correlation_id: rollup__quiver_2025-12-18_M001236_HOG
correlation_type: rollup
trade_id: quiver_2025-12-18_M001236_HOG
bioguide_id: M001236
member_name: Tim Moore
party: R
chamber: House
ticker: HOG
sector: Consumer Cyclical
industry: Recreational Vehicles
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2025-12-18
disclosure_date: 2026-01-07
trade_direction: buy
scored_at: 2026-05-31T15:51:57.828017+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6955-119", "event_type": "bill", "composite_score": 34.99, "event_summary": "Main Street Capital Access Act"}, {"event_id": "hr6550-119", "event_type": "bill", "composite_score": 27.75, "event_summary": "American FIRST Act of 2025"}, {"event_id": "hr6552-119", "event_type": "bill", "composite_score": 27.75, "event_summary": "Bank-Fintech Partnership Enhancement Act"}, {"event_id": "hr6553-119", "event_type": "bill", "composite_score": 27.75, "event_summary": "TIER Act of 2025"}, {"event_id": "hr6293-119", "event_type": "bill", "composite_score": 17.98, "event_summary": "Housing Supply Expansion Act of 2025"}]

ml_shap_top3_car:
[{"contribution": -0.0365, "factor": "jurisdiction_raw"}, {"contribution": 0.0174, "factor": "timing_raw"}, {"contribution": 0.0089, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2025-12-19_C001123_AMD
correlation_type: rollup
trade_id: quiver_2025-12-19_C001123_AMD
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: AMD
sector: Technology
industry: Semiconductors
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2025-12-19
disclosure_date: 2026-01-12
trade_direction: sell
scored_at: 2026-05-31T15:51:57.844450+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
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ml_shap_top3:
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ml_shap_top3_distill:
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ml_shap_top3_car:
[{"contribution": 0.0161, "factor": "timing_raw"}, {"contribution": 0.0138, "factor": "amount_raw"}, {"contribution": -0.0131, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2025-12-19_C001123_BA
correlation_type: rollup
trade_id: quiver_2025-12-19_C001123_BA
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: BA
sector: Industrials
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2025-12-19
disclosure_date: 2026-01-12
trade_direction: buy
scored_at: 2026-05-31T15:51:57.861376+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6915-119", "event_type": "bill", "composite_score": 72.1, "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes."}, {"event_id": "hr6597-119", "event_type": "bill", "composite_score": 44.11, "event_summary": "LET’S Protect Workers Act"}, {"event_id": "hr6390-119", "event_type": "bill", "composite_score": 38.69, "event_summary": "Make Housing Affordable and Defend Democracy Act"}, {"event_id": "hr6391-119", "event_type": "bill", "composite_score": 38.69, "event_summary": "Save Oak Flat from Foreign Mining Act"}, {"event_id": "hr6318-119", "event_type": "bill", "composite_score": 36.15, "event_summary": "No GOUGE Act"}]


correlation_id: rollup__quiver_2025-12-19_C001123_UNH
correlation_type: rollup
trade_id: quiver_2025-12-19_C001123_UNH
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: UNH
sector: Healthcare
industry: Managed Health Care
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2025-12-19
disclosure_date: 2026-01-12
trade_direction: buy
scored_at: 2026-05-31T15:51:58.010219+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6597-119", "event_type": "bill", "composite_score": 26.74, "event_summary": "LET’S Protect Workers Act"}, {"event_id": "hr6390-119", "event_type": "bill", "composite_score": 21.32, "event_summary": "Make Housing Affordable and Defend Democracy Act"}, {"event_id": "hr1262-119", "event_type": "bill", "composite_score": 20.74, "event_summary": "Mikaela Naylon Give Kids a Chance Act"}, {"event_id": "hr6318-119", "event_type": "bill", "composite_score": 18.78, "event_summary": "No GOUGE Act"}, {"event_id": "hr6130-119", "event_type": "bill", "composite_score": 15.93, "event_summary": "ASAP Act"}]

ml_shap_top3:
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ml_shap_top3_distill:
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ml_shap_top3_car:
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correlation_id: rollup__quiver_2025-12-22_J000309_HOOD
correlation_type: rollup
trade_id: quiver_2025-12-22_J000309_HOOD
bioguide_id: J000309
member_name: Jonathan Jackson
party: D
chamber: House
ticker: HOOD
sector: Financial Services
industry: Capital Markets
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2025-12-22
disclosure_date: 2026-01-08
trade_direction: sell
scored_at: 2026-05-31T15:51:58.055624+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6390-119", "event_type": "bill", "composite_score": 19.69, "event_summary": "Make Housing Affordable and Defend Democracy Act"}, {"event_id": "hr6356-119", "event_type": "bill", "composite_score": 19.22, "event_summary": "Artificial Intelligence Civil Rights Act of 2025"}, {"event_id": "hr6145-119", "event_type": "bill", "composite_score": 15.31, "event_summary": "EXPERTS Act of 2025"}, {"event_id": "hr5862-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "American Energy Independence and Affordability Act"}, {"event_id": "hr5870-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "Prevent Government Shutdowns Act"}]

ml_shap_top3:
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ml_shap_top3_distill:
[{"contribution": -14.6542, "factor": "jurisdiction_raw"}, {"contribution": -10.8849, "factor": "trade_before_event_raw"}, {"contribution": -9.9825, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0368, "factor": "jurisdiction_raw"}, {"contribution": 0.0156, "factor": "timing_raw"}, {"contribution": 0.0083, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2025-12-22_J000309_PLTR
correlation_type: rollup
trade_id: quiver_2025-12-22_J000309_PLTR
bioguide_id: J000309
member_name: Jonathan Jackson
party: D
chamber: House
ticker: PLTR
sector: Technology
industry: Application Software
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2025-12-22
disclosure_date: 2026-01-08
trade_direction: buy
scored_at: 2026-05-31T15:51:58.074814+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7016-119", "event_type": "bill", "composite_score": 34.55, "event_summary": "No Funds for NATO Invasion Act"}, {"event_id": "hres996-119", "event_type": "bill", "composite_score": 33.75, "event_summary": "Impeaching Kristi Lynn Arnold Noem, Secretary of Homeland Security, for high crimes and misdemeanors."}, {"event_id": "hr7119-119", "event_type": "bill", "composite_score": 33.39, "event_summary": "DHS Use of Force Oversight Act"}, {"event_id": "hr6806-119", "event_type": "bill", "composite_score": 31.25, "event_summary": "Antisemitism Response and Prevention Act of 2025"}, {"event_id": "hr6390-119", "event_type": "bill", "composite_score": 19.69, "event_summary": "Make Housing Affordable and Defend Democracy Act"}]


correlation_id: rollup__quiver_2025-12-22_W000816_CVX
correlation_type: rollup
trade_id: quiver_2025-12-22_W000816_CVX
bioguide_id: W000816
member_name: Roger Williams
party: R
chamber: House
ticker: CVX
sector: Energy
industry: Integrated Oil & Gas
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2025-12-22
disclosure_date: 2026-01-15
trade_direction: sell
scored_at: 2026-05-31T15:51:58.094688+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7034-119", "event_type": "bill", "composite_score": 52.56, "event_summary": "To amend the Internal Revenue Code of 1986 to eliminate the dollar limitations on the exclusion of gain from sales of principal residences, and for other purposes."}, {"event_id": "hres971-119", "event_type": "bill", "composite_score": 52.44, "event_summary": "Condemning the coercive actions of the People's Republic of China against Japan in response to statements regarding Taiwan and reaffirming the United States commitment to its allies in the Indo-Pacifi"}, {"event_id": "hr6609-119", "event_type": "bill", "composite_score": 43.34, "event_summary": "Pharmacists Fight Back in Medicare and Medicaid Act"}, {"event_id": "hr1262-119", "event_type": "bill", "composite_score": 37.64, "event_summary": "Mikaela Naylon Give Kids a Chance Act"}, {"event_id": "hr5888-119", "event_type": "bill", "composite_score": 32.38, "event_summary": "UNtaxed Act"}]

ml_shap_top3:
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ml_shap_top3_distill:
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ml_shap_top3_car:
[{"contribution": 0.0082, "factor": "timing_raw"}, {"contribution": 0.0082, "factor": "jurisdiction_raw"}, {"contribution": 0.0079, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2025-12-24_B001236_SPYM
correlation_type: rollup
trade_id: quiver_2025-12-24_B001236_SPYM
bioguide_id: B001236
member_name: John Boozman
party: R
chamber: Senate
ticker: SPYM
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2025-12-24
disclosure_date: 2026-01-13
trade_direction: buy
scored_at: 2026-05-31T15:51:58.113402+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3492-119", "event_type": "bill", "composite_score": 27.75, "event_summary": "Essential Caregivers Act of 2025"}, {"event_id": "s3456-119", "event_type": "bill", "composite_score": 23.32, "event_summary": "Law Enforcement Officer and Firefighter Recreation Pass Act"}, {"event_id": "s3366-119", "event_type": "bill", "composite_score": 19.22, "event_summary": "Back the Blue Act of 2025"}, {"event_id": "sres525-119", "event_type": "bill", "composite_score": 18.78, "event_summary": "A resolution condemning the Government of Iran's state-sponsored persecution of the Baha'i minority and its continued violation of the International Covenants on Human Rights."}]

ml_shap_top3:
[{"contribution": -14.4609, "factor": "jurisdiction_raw"}, {"contribution": -12.8319, "factor": "trade_before_event_raw"}, {"contribution": -2.6049, "factor": "timing_raw"}]

ml_shap_top3_distill:
[{"contribution": -14.4609, "factor": "jurisdiction_raw"}, {"contribution": -12.8319, "factor": "trade_before_event_raw"}, {"contribution": -2.6049, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0211, "factor": "timing_raw"}, {"contribution": -0.0117, "factor": "jurisdiction_raw"}, {"contribution": 0.008, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2025-12-24_C001123_BE
correlation_type: rollup
trade_id: quiver_2025-12-24_C001123_BE
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: BE
sector: Industrials
industry: Electrical Equipment & Parts
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2025-12-24
disclosure_date: 2026-01-12
trade_direction: sell
scored_at: 2026-05-31T15:51:58.137256+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7016-119", "event_type": "bill", "composite_score": 52.83, "event_summary": "No Funds for NATO Invasion Act"}, {"event_id": "hr7163-119", "event_type": "bill", "composite_score": 49.83, "event_summary": "PUBLIC SAFETY Act"}, {"event_id": "hr6915-119", "event_type": "bill", "composite_score": 48.62, "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes."}, {"event_id": "hr6597-119", "event_type": "bill", "composite_score": 39.98, "event_summary": "LET’S Protect Workers Act"}, {"event_id": "hr6390-119", "event_type": "bill", "composite_score": 36.15, "event_summary": "Make Housing Affordable and Defend Democracy Act"}]

ml_shap_top3:
[{"contribution": -10.9229, "factor": "timing_raw"}, {"contribution": 5.4053, "factor": "jurisdiction_raw"}, {"contribution": 1.8625, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -10.9229, "factor": "timing_raw"}, {"contribution": 5.4053, "factor": "jurisdiction_raw"}, {"contribution": 1.8625, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0544, "factor": "timing_raw"}, {"contribution": 0.0203, "factor": "jurisdiction_raw"}, {"contribution": 0.0073, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2025-12-24_P000197_AAPL
correlation_type: rollup
trade_id: quiver_2025-12-24_P000197_AAPL
bioguide_id: P000197
member_name: Nancy Pelosi
party: D
chamber: House
ticker: AAPL
sector: Technology
industry: Technology Hardware, Storage & Peripherals
transaction_type: sale_partial
amount_range: 5000001.0
transaction_date: 2025-12-24
disclosure_date: 2026-01-23
trade_direction: sell
scored_at: 2026-05-31T15:51:58.244826+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7004-119", "event_type": "bill", "composite_score": 40.77, "event_summary": "Public Integrity in Financial Prediction Markets Act of 2026"}, {"event_id": "hres996-119", "event_type": "bill", "composite_score": 38.23, "event_summary": "Impeaching Kristi Lynn Arnold Noem, Secretary of Homeland Security, for high crimes and misdemeanors."}]

ml_shap_top3:
[{"contribution": -15.6842, "factor": "jurisdiction_raw"}, {"contribution": -8.1807, "factor": "timing_raw"}, {"contribution": 5.161, "factor": "amount_raw"}]

ml_shap_top3_distill:
[{"contribution": -15.6842, "factor": "jurisdiction_raw"}, {"contribution": -8.1807, "factor": "timing_raw"}, {"contribution": 5.161, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0455, "factor": "multiple_signals_raw"}, {"contribution": -0.0256, "factor": "amount_raw"}, {"contribution": -0.0236, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2025-12-24_P000197_NVDA
correlation_type: rollup
trade_id: quiver_2025-12-24_P000197_NVDA
bioguide_id: P000197
member_name: Nancy Pelosi
party: D
chamber: House
ticker: NVDA
sector: Technology
industry: Semiconductors
transaction_type: sale_partial
amount_range: 1000001.0
transaction_date: 2025-12-24
disclosure_date: 2026-01-23
trade_direction: sell
scored_at: 2026-05-31T15:51:58.263534+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7004-119", "event_type": "bill", "composite_score": 40.25, "event_summary": "Public Integrity in Financial Prediction Markets Act of 2026"}, {"event_id": "hres996-119", "event_type": "bill", "composite_score": 37.71, "event_summary": "Impeaching Kristi Lynn Arnold Noem, Secretary of Homeland Security, for high crimes and misdemeanors."}]

ml_shap_top3:
[{"contribution": -15.6842, "factor": "jurisdiction_raw"}, {"contribution": -8.1807, "factor": "timing_raw"}, {"contribution": 5.161, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0455, "factor": "multiple_signals_raw"}, {"contribution": -0.0256, "factor": "amount_raw"}, {"contribution": -0.0236, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2025-12-26_C001123_MHVYF
correlation_type: rollup
trade_id: quiver_2025-12-26_C001123_MHVYF
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: MHVYF
sector: Industrials
industry: Specialty Industrial Machinery
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2025-12-26
disclosure_date: 2026-01-12
trade_direction: sell
scored_at: 2026-05-31T15:51:58.279713+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7016-119", "event_type": "bill", "composite_score": 53.88, "event_summary": "No Funds for NATO Invasion Act"}, {"event_id": "hr7163-119", "event_type": "bill", "composite_score": 50.43, "event_summary": "PUBLIC SAFETY Act"}, {"event_id": "hr6915-119", "event_type": "bill", "composite_score": 46.21, "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes."}, {"event_id": "hr6597-119", "event_type": "bill", "composite_score": 38.69, "event_summary": "LET’S Protect Workers Act"}, {"event_id": "hr6390-119", "event_type": "bill", "composite_score": 35.35, "event_summary": "Make Housing Affordable and Defend Democracy Act"}]

ml_shap_top3:
[{"contribution": -8.7514, "factor": "timing_raw"}, {"contribution": 5.3849, "factor": "jurisdiction_raw"}, {"contribution": 1.9161, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -8.7514, "factor": "timing_raw"}, {"contribution": 5.3849, "factor": "jurisdiction_raw"}, {"contribution": 1.9161, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0163, "factor": "timing_raw"}, {"contribution": 0.0119, "factor": "jurisdiction_raw"}, {"contribution": 0.0074, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2025-12-26_F000110_GOOGL
correlation_type: rollup
trade_id: quiver_2025-12-26_F000110_GOOGL
bioguide_id: F000110
member_name: Cleo Fields
party: D
chamber: House
ticker: GOOGL
sector: Communication Services
industry: Interactive Media & Services
transaction_type: purchase
amount_range: 50001.0
transaction_date: 2025-12-26
disclosure_date: 2026-01-16
trade_direction: buy
scored_at: 2026-05-31T15:51:58.299195+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6830-119", "event_type": "bill", "composite_score": 47.27, "event_summary": "Fair Competition for Small Business Act of 2025"}, {"event_id": "hr6505-119", "event_type": "bill", "composite_score": 41.27, "event_summary": "Next Generation 9–1–1 Act"}, {"event_id": "hr1262-119", "event_type": "bill", "composite_score": 38.15, "event_summary": "Mikaela Naylon Give Kids a Chance Act"}, {"event_id": "hr6096-119", "event_type": "bill", "composite_score": 35.06, "event_summary": "NEST Act"}]

ml_shap_top3:
[{"contribution": -12.3384, "factor": "trade_before_event_raw"}, {"contribution": -5.2838, "factor": "timing_raw"}, {"contribution": 5.0116, "factor": "jurisdiction_raw"}]

ml_shap_top3_distill:
[{"contribution": -12.3384, "factor": "trade_before_event_raw"}, {"contribution": -5.2838, "factor": "timing_raw"}, {"contribution": 5.0116, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": -0.024, "factor": "timing_raw"}, {"contribution": 0.01, "factor": "jurisdiction_raw"}, {"contribution": -0.0065, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2025-12-26_F000110_IREN
correlation_type: rollup
trade_id: quiver_2025-12-26_F000110_IREN
bioguide_id: F000110
member_name: Cleo Fields
party: D
chamber: House
ticker: IREN
sector: Financial Services
industry: Capital Markets
transaction_type: sale_partial
amount_range: 50001.0
transaction_date: 2025-12-26
disclosure_date: 2026-01-16
trade_direction: sell
scored_at: 2026-05-31T15:51:58.320671+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7206-119", "event_type": "bill", "composite_score": 34.56, "event_summary": "Farm and Family Relief Act"}, {"event_id": "hr4430-119", "event_type": "bill", "composite_score": 19.73, "event_summary": "Expanding WKSI Eligibility Act"}, {"event_id": "hr6215-119", "event_type": "bill", "composite_score": 16.91, "event_summary": "Small Business RELIEF Act"}, {"event_id": "hr5862-119", "event_type": "bill", "composite_score": 16.06, "event_summary": "American Energy Independence and Affordability Act"}]

ml_shap_top3:
[{"contribution": -15.2574, "factor": "jurisdiction_raw"}, {"contribution": -12.8352, "factor": "timing_raw"}, {"contribution": 2.3463, "factor": "amount_raw"}]

ml_shap_top3_distill:
[{"contribution": -15.2574, "factor": "jurisdiction_raw"}, {"contribution": -12.8352, "factor": "timing_raw"}, {"contribution": 2.3463, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0235, "factor": "timing_raw"}, {"contribution": 0.0078, "factor": "multiple_signals_raw"}, {"contribution": 0.0071, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2025-12-29_C001068_FLR
correlation_type: rollup
trade_id: quiver_2025-12-29_C001068_FLR
bioguide_id: C001068
member_name: Steve Cohen
party: D
chamber: House
ticker: FLR
sector: Industrials
industry: Engineering & Construction
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2025-12-29
disclosure_date: 2026-01-26
trade_direction: sell
scored_at: 2026-05-31T15:51:58.338618+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7016-119", "event_type": "bill", "composite_score": 56.8, "event_summary": "No Funds for NATO Invasion Act"}, {"event_id": "hr7094-119", "event_type": "bill", "composite_score": 54.93, "event_summary": "No Aid for Russian Energy Act"}, {"event_id": "hr7095-119", "event_type": "bill", "composite_score": 54.93, "event_summary": "Ending Importation of Laundered Russian Oil Act"}, {"event_id": "hr7227-119", "event_type": "bill", "composite_score": 51.82, "event_summary": "Mental Health and MAMA Act of 2026"}, {"event_id": "hjres144-119", "event_type": "bill", "composite_score": 50.36, "event_summary": "Providing for congressional disapproval under chapter 8 of title 5, United States Code, of the rule submitted by the Department of Veterans Affairs relating to \"Reproductive Health Services\"."}]

ml_shap_top3:
[{"contribution": -8.4703, "factor": "timing_raw"}, {"contribution": 5.4898, "factor": "jurisdiction_raw"}, {"contribution": 1.8328, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -8.4703, "factor": "timing_raw"}, {"contribution": 5.4898, "factor": "jurisdiction_raw"}, {"contribution": 1.8328, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0154, "factor": "jurisdiction_raw"}, {"contribution": 0.0088, "factor": "amount_raw"}, {"contribution": 0.0081, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2025-12-29_K000383_HON
correlation_type: rollup
trade_id: quiver_2025-12-29_K000383_HON
bioguide_id: K000383
member_name: Angus King
party: I
chamber: Senate
ticker: HON
sector: Industrials
industry: Conglomerates
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2025-12-29
disclosure_date: 2026-01-26
trade_direction: buy
scored_at: 2026-05-31T15:51:58.377539+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "sjres103-119", "event_type": "bill", "composite_score": 49.3, "event_summary": "A joint resolution providing for congressional disapproval under chapter 8 of title 5, United States Code, of the rule submitted by the Department of Veterans Affairs relating to \"Reproductive Health "}, {"event_id": "s3570-119", "event_type": "bill", "composite_score": 42.29, "event_summary": "Data Care Act of 2025"}, {"event_id": "s3525-119", "event_type": "bill", "composite_score": 41.46, "event_summary": "American Franchise Act"}, {"event_id": "s3466-119", "event_type": "bill", "composite_score": 37.57, "event_summary": "Honor Our Promise to Veterans Act of 2025"}, {"event_id": "s3370-119", "event_type": "bill", "composite_score": 34.66, "event_summary": "DO NOT Call Act"}]

ml_shap_top3:
[{"contribution": -14.8777, "factor": "timing_raw"}, {"contribution": 5.8679, "factor": "jurisdiction_raw"}, {"contribution": 1.8709, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -14.8777, "factor": "timing_raw"}, {"contribution": 5.8679, "factor": "jurisdiction_raw"}, {"contribution": 1.8709, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0272, "factor": "timing_raw"}, {"contribution": 0.0091, "factor": "jurisdiction_raw"}, {"contribution": -0.0088, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2025-12-29_M001190_COP
correlation_type: rollup
trade_id: quiver_2025-12-29_M001190_COP
bioguide_id: M001190
member_name: Markwayne Mullin
party: R
chamber: Senate
ticker: COP
sector: Energy
industry: Oil & Gas E&P
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2025-12-29
disclosure_date: 2026-01-16
trade_direction: buy
scored_at: 2026-05-31T15:51:58.475102+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3159-119", "event_type": "bill", "composite_score": 25.01, "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act"}]

ml_shap_top3:
[{"contribution": -16.4148, "factor": "timing_raw"}, {"contribution": -11.9116, "factor": "trade_before_event_raw"}, {"contribution": -6.3393, "factor": "multiple_signals_raw"}]

ml_shap_top3_distill:
[{"contribution": -16.4148, "factor": "timing_raw"}, {"contribution": -11.9116, "factor": "trade_before_event_raw"}, {"contribution": -6.3393, "factor": "multiple_signals_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0343, "factor": "timing_raw"}, {"contribution": -0.0183, "factor": "multiple_signals_raw"}, {"contribution": 0.0163, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2025-12-29_M001190_GOOGL
correlation_type: rollup
trade_id: quiver_2025-12-29_M001190_GOOGL
bioguide_id: M001190
member_name: Markwayne Mullin
party: R
chamber: Senate
ticker: GOOGL
sector: Communication Services
industry: Interactive Media & Services
transaction_type: purchase
amount_range: 100001.0
transaction_date: 2025-12-29
disclosure_date: 2026-01-16
trade_direction: buy
scored_at: 2026-05-31T15:51:58.545307+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3606-119", "event_type": "bill", "composite_score": 64.2, "event_summary": "Fraud Accountability Act"}, {"event_id": "s3366-119", "event_type": "bill", "composite_score": 39.93, "event_summary": "Back the Blue Act of 2025"}, {"event_id": "s3041-119", "event_type": "bill", "composite_score": 36.59, "event_summary": "Tribal Warrant Fairness Act"}]

ml_shap_top3:
[{"contribution": -5.4934, "factor": "timing_raw"}, {"contribution": 4.8025, "factor": "jurisdiction_raw"}, {"contribution": 2.483, "factor": "amount_raw"}]

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": -0.0199, "factor": "amount_raw"}, {"contribution": 0.0133, "factor": "jurisdiction_raw"}, {"contribution": -0.0087, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2025-12-10_C001123_ARMK
correlation_type: rollup
trade_id: quiver_2025-12-10_C001123_ARMK
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: ARMK
sector: Industrials
industry: Specialty Business Services
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2025-12-10
disclosure_date: 2026-01-12
trade_direction: buy
scored_at: 2026-05-31T15:51:56.853690+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6597-119", "event_type": "bill", "composite_score": 75.26, "event_summary": "LET’S Protect Workers Act"}, {"event_id": "hr6915-119", "event_type": "bill", "composite_score": 63.04, "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes."}, {"event_id": "hr6390-119", "event_type": "bill", "composite_score": 49.37, "event_summary": "Make Housing Affordable and Defend Democracy Act"}, {"event_id": "hr6391-119", "event_type": "bill", "composite_score": 49.37, "event_summary": "Save Oak Flat from Foreign Mining Act"}, {"event_id": "hr6318-119", "event_type": "bill", "composite_score": 44.62, "event_summary": "No GOUGE Act"}]

ml_shap_top3:
[{"contribution": 8.0311, "factor": "timing_raw"}, {"contribution": 5.0836, "factor": "jurisdiction_raw"}, {"contribution": 2.6197, "factor": "disclosure_lag_raw"}]

ml_shap_top3_distill:
[{"contribution": 8.0311, "factor": "timing_raw"}, {"contribution": 5.0836, "factor": "jurisdiction_raw"}, {"contribution": 2.6197, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0261, "factor": "disclosure_lag_raw"}, {"contribution": 0.0238, "factor": "timing_raw"}, {"contribution": 0.01, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2025-12-10_C001123_GPN
correlation_type: rollup
trade_id: quiver_2025-12-10_C001123_GPN
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: GPN
sector: Industrials
industry: Specialty Business Services
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2025-12-10
disclosure_date: 2026-01-12
trade_direction: sell
scored_at: 2026-05-31T15:51:56.905011+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6597-119", "event_type": "bill", "composite_score": 76.31, "event_summary": "LET’S Protect Workers Act"}, {"event_id": "hr6915-119", "event_type": "bill", "composite_score": 64.09, "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes."}, {"event_id": "hr6390-119", "event_type": "bill", "composite_score": 50.42, "event_summary": "Make Housing Affordable and Defend Democracy Act"}, {"event_id": "hr6391-119", "event_type": "bill", "composite_score": 50.42, "event_summary": "Save Oak Flat from Foreign Mining Act"}, {"event_id": "hr6318-119", "event_type": "bill", "composite_score": 45.68, "event_summary": "No GOUGE Act"}]

ml_shap_top3:
[{"contribution": 8.2381, "factor": "timing_raw"}, {"contribution": 5.1715, "factor": "jurisdiction_raw"}, {"contribution": 2.5055, "factor": "disclosure_lag_raw"}]

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_2025-12-10_H000273_FWONK
correlation_type: rollup
trade_id: quiver_2025-12-10_H000273_FWONK
bioguide_id: H000273
member_name: John Hickenlooper
party: D
chamber: Senate
ticker: FWONK
sector: Communication Services
industry: Entertainment
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2025-12-10
disclosure_date: 2026-01-06
trade_direction: sell
scored_at: 2026-05-31T15:51:56.940375+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3257-119", "event_type": "bill", "composite_score": 30.27, "event_summary": "Mental Health in Aviation Act of 2025"}]

ml_shap_top3:
[{"contribution": -13.0181, "factor": "trade_before_event_raw"}, {"contribution": -12.0607, "factor": "timing_raw"}, {"contribution": -5.5103, "factor": "multiple_signals_raw"}]

ml_shap_top3_distill:
[{"contribution": -13.0181, "factor": "trade_before_event_raw"}, {"contribution": -12.0607, "factor": "timing_raw"}, {"contribution": -5.5103, "factor": "multiple_signals_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0415, "factor": "timing_raw"}, {"contribution": -0.0312, "factor": "multiple_signals_raw"}, {"contribution": 0.0259, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2025-12-10_M001236_VZ
correlation_type: rollup
trade_id: quiver_2025-12-10_M001236_VZ
bioguide_id: M001236
member_name: Tim Moore
party: R
chamber: House
ticker: VZ
sector: Communication Services
industry: Integrated Telecommunication Services
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2025-12-10
disclosure_date: 2025-12-19
trade_direction: buy
scored_at: 2026-05-31T15:51:56.962128+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr1262-119", "event_type": "bill", "composite_score": 46.18, "event_summary": "Mikaela Naylon Give Kids a Chance Act"}, {"event_id": "hr6191-119", "event_type": "bill", "composite_score": 37.64, "event_summary": "No Taxpayer Funded Abortion Travel for Illegal Aliens Act"}, {"event_id": "hr5469-119", "event_type": "bill", "composite_score": 32.38, "event_summary": "SHINE for Autumn Act of 2025"}]

ml_shap_top3:
[{"contribution": -12.4312, "factor": "trade_before_event_raw"}, {"contribution": 5.0856, "factor": "jurisdiction_raw"}, {"contribution": -3.7377, "factor": "timing_raw"}]

ml_shap_top3_distill:
[{"contribution": -12.4312, "factor": "trade_before_event_raw"}, {"contribution": 5.0856, "factor": "jurisdiction_raw"}, {"contribution": -3.7377, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0246, "factor": "timing_raw"}, {"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.0068, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2025-12-11_C001123_ITT
correlation_type: rollup
trade_id: quiver_2025-12-11_C001123_ITT
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: ITT
sector: Industrials
industry: Specialty Industrial Machinery
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2025-12-11
disclosure_date: 2026-01-12
trade_direction: buy
scored_at: 2026-05-31T15:51:56.985124+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6915-119", "event_type": "bill", "composite_score": 63.0, "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes."}, {"event_id": "hr6597-119", "event_type": "bill", "composite_score": 56.67, "event_summary": "LET’S Protect Workers Act"}, {"event_id": "hr6390-119", "event_type": "bill", "composite_score": 47.23, "event_summary": "Make Housing Affordable and Defend Democracy Act"}, {"event_id": "hr6391-119", "event_type": "bill", "composite_score": 47.23, "event_summary": "Save Oak Flat from Foreign Mining Act"}, {"event_id": "hr6318-119", "event_type": "bill", "composite_score": 42.8, "event_summary": "No GOUGE Act"}]

ml_shap_top3:
[{"contribution": 4.6702, "factor": "jurisdiction_raw"}, {"contribution": -4.5652, "factor": "timing_raw"}, {"contribution": 2.1288, "factor": "disclosure_lag_raw"}]

ml_shap_top3_distill:
[{"contribution": 4.6702, "factor": "jurisdiction_raw"}, {"contribution": -4.5652, "factor": "timing_raw"}, {"contribution": 2.1288, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0431, "factor": "disclosure_lag_raw"}, {"contribution": -0.0256, "factor": "timing_raw"}, {"contribution": 0.0081, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2025-12-11_F000110_ARM
correlation_type: rollup
trade_id: quiver_2025-12-11_F000110_ARM
bioguide_id: F000110
member_name: Cleo Fields
party: D
chamber: House
ticker: ARM
sector: Technology
industry: Semiconductors
transaction_type: sale_partial
amount_range: 50001.0
transaction_date: 2025-12-11
disclosure_date: 2025-12-17
trade_direction: sell
scored_at: 2026-05-31T15:51:57.021166+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6830-119", "event_type": "bill", "composite_score": 47.88, "event_summary": "Fair Competition for Small Business Act of 2025"}, {"event_id": "hr6505-119", "event_type": "bill", "composite_score": 37.66, "event_summary": "Next Generation 9–1–1 Act"}, {"event_id": "hr1262-119", "event_type": "bill", "composite_score": 28.85, "event_summary": "Mikaela Naylon Give Kids a Chance Act"}, {"event_id": "hr6215-119", "event_type": "bill", "composite_score": 20.88, "event_summary": "Small Business RELIEF Act"}, {"event_id": "hr6096-119", "event_type": "bill", "composite_score": 20.09, "event_summary": "NEST Act"}]

ml_shap_top3:
[{"contribution": -14.4048, "factor": "jurisdiction_raw"}, {"contribution": 3.2557, "factor": "timing_raw"}, {"contribution": 1.5527, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -14.4048, "factor": "jurisdiction_raw"}, {"contribution": 3.2557, "factor": "timing_raw"}, {"contribution": 1.5527, "factor": "trade_before_event_raw"}]

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_2025-12-11_F000110_CRWV
correlation_type: rollup
trade_id: quiver_2025-12-11_F000110_CRWV
bioguide_id: F000110
member_name: Cleo Fields
party: D
chamber: House
ticker: CRWV
sector: Technology
industry: Software - Infrastructure
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2025-12-11
disclosure_date: 2025-12-17
trade_direction: sell
scored_at: 2026-05-31T15:51:57.039143+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6830-119", "event_type": "bill", "composite_score": 45.77, "event_summary": "Fair Competition for Small Business Act of 2025"}, {"event_id": "hr6505-119", "event_type": "bill", "composite_score": 35.55, "event_summary": "Next Generation 9–1–1 Act"}, {"event_id": "hr1262-119", "event_type": "bill", "composite_score": 26.74, "event_summary": "Mikaela Naylon Give Kids a Chance Act"}, {"event_id": "hr6215-119", "event_type": "bill", "composite_score": 18.78, "event_summary": "Small Business RELIEF Act"}, {"event_id": "hr6096-119", "event_type": "bill", "composite_score": 17.98, "event_summary": "NEST Act"}]

ml_shap_top3:
[{"contribution": -14.0002, "factor": "jurisdiction_raw"}, {"contribution": 3.3666, "factor": "timing_raw"}, {"contribution": 1.5847, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -14.0002, "factor": "jurisdiction_raw"}, {"contribution": 3.3666, "factor": "timing_raw"}, {"contribution": 1.5847, "factor": "trade_before_event_raw"}]

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_2025-12-11_F000110_GOOGL
correlation_type: rollup
trade_id: quiver_2025-12-11_F000110_GOOGL
bioguide_id: F000110
member_name: Cleo Fields
party: D
chamber: House
ticker: GOOGL
sector: Communication Services
industry: Interactive Media & Services
transaction_type: purchase
amount_range: 100001.0
transaction_date: 2025-12-11
disclosure_date: 2025-12-17
trade_direction: buy
scored_at: 2026-05-31T15:51:57.061598+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6830-119", "event_type": "bill", "composite_score": 68.41, "event_summary": "Fair Competition for Small Business Act of 2025"}, {"event_id": "hr6505-119", "event_type": "bill", "composite_score": 58.19, "event_summary": "Next Generation 9–1–1 Act"}, {"event_id": "hr1262-119", "event_type": "bill", "composite_score": 49.38, "event_summary": "Mikaela Naylon Give Kids a Chance Act"}, {"event_id": "hr6096-119", "event_type": "bill", "composite_score": 40.62, "event_summary": "NEST Act"}, {"event_id": "hr5434-119", "event_type": "bill", "composite_score": 36.59, "event_summary": "988 LGBTQ+ Youth Access Act of 2025"}]

ml_shap_top3:
[{"contribution": 4.7958, "factor": "jurisdiction_raw"}, {"contribution": 2.483, "factor": "amount_raw"}, {"contribution": 1.2612, "factor": "trade_before_event_raw"}]

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_2025-12-11_F000110_T
correlation_type: rollup
trade_id: quiver_2025-12-11_F000110_T
bioguide_id: F000110
member_name: Cleo Fields
party: D
chamber: House
ticker: T
sector: Communication Services
industry: Telecom Services
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2025-12-11
disclosure_date: 2025-12-17
trade_direction: sell
scored_at: 2026-05-31T15:51:57.079215+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6830-119", "event_type": "bill", "composite_score": 64.2, "event_summary": "Fair Competition for Small Business Act of 2025"}, {"event_id": "hr6505-119", "event_type": "bill", "composite_score": 53.97, "event_summary": "Next Generation 9–1–1 Act"}, {"event_id": "hr1262-119", "event_type": "bill", "composite_score": 45.16, "event_summary": "Mikaela Naylon Give Kids a Chance Act"}, {"event_id": "hr6096-119", "event_type": "bill", "composite_score": 36.41, "event_summary": "NEST Act"}, {"event_id": "hr5434-119", "event_type": "bill", "composite_score": 32.38, "event_summary": "988 LGBTQ+ Youth Access Act of 2025"}]

ml_shap_top3:
[{"contribution": 4.6364, "factor": "jurisdiction_raw"}, {"contribution": -1.241, "factor": "disclosure_lag_raw"}, {"contribution": 1.2027, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": 4.6364, "factor": "jurisdiction_raw"}, {"contribution": -1.241, "factor": "disclosure_lag_raw"}, {"contribution": 1.2027, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0227, "factor": "timing_raw"}, {"contribution": 0.0093, "factor": "jurisdiction_raw"}, {"contribution": 0.0077, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2025-12-11_N000189_TXT
correlation_type: rollup
trade_id: quiver_2025-12-11_N000189_TXT
bioguide_id: N000189
member_name: Dan Newhouse
party: R
chamber: House
ticker: TXT
sector: Industrials
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2025-12-11
disclosure_date: 2026-01-15
trade_direction: buy
scored_at: 2026-05-31T15:51:57.113795+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6875-119", "event_type": "bill", "composite_score": 59.87, "event_summary": "AI OVERWATCH Act"}]

ml_shap_top3:
[{"contribution": 5.406, "factor": "jurisdiction_raw"}, {"contribution": -5.1945, "factor": "multiple_signals_raw"}, {"contribution": 4.1296, "factor": "disclosure_lag_raw"}]

ml_shap_top3_distill:
[{"contribution": 5.406, "factor": "jurisdiction_raw"}, {"contribution": -5.1945, "factor": "multiple_signals_raw"}, {"contribution": 4.1296, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": -0.0106, "factor": "multiple_signals_raw"}, {"contribution": -0.0096, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2025-12-12_A000372_FERG
correlation_type: rollup
trade_id: quiver_2025-12-12_A000372_FERG
bioguide_id: A000372
member_name: Richard W. Allen
party: R
chamber: House
ticker: FERG
sector: Industrials
industry: Industrial Distribution
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2025-12-12
disclosure_date: 2026-01-15
trade_direction: buy
scored_at: 2026-05-31T15:51:57.135031+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6373-119", "event_type": "bill", "composite_score": 42.01, "event_summary": "Air Permitting Improvements to Protect National Security Act of 2025"}]

ml_shap_top3:
[{"contribution": -12.7134, "factor": "trade_before_event_raw"}, {"contribution": -6.3686, "factor": "timing_raw"}, {"contribution": -5.7479, "factor": "multiple_signals_raw"}]

ml_shap_top3_distill:
[{"contribution": -12.7134, "factor": "trade_before_event_raw"}, {"contribution": -6.3686, "factor": "timing_raw"}, {"contribution": -5.7479, "factor": "multiple_signals_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0372, "factor": "disclosure_lag_raw"}, {"contribution": -0.0253, "factor": "timing_raw"}, {"contribution": 0.0147, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2025-12-12_A000372_NFLX
correlation_type: rollup
trade_id: quiver_2025-12-12_A000372_NFLX
bioguide_id: A000372
member_name: Richard W. Allen
party: R
chamber: House
ticker: NFLX
sector: Communication Services
industry: Entertainment
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2025-12-12
disclosure_date: 2026-01-15
trade_direction: sell
scored_at: 2026-05-31T15:51:57.151703+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6373-119", "event_type": "bill", "composite_score": 48.32, "event_summary": "Air Permitting Improvements to Protect National Security Act of 2025"}, {"event_id": "hr1262-119", "event_type": "bill", "composite_score": 47.38, "event_summary": "Mikaela Naylon Give Kids a Chance Act"}, {"event_id": "hr6167-119", "event_type": "bill", "composite_score": 39.95, "event_summary": "HEALTH Act of 2025"}, {"event_id": "hr5512-119", "event_type": "bill", "composite_score": 35.54, "event_summary": "No Shari’a Act"}]

ml_shap_top3:
[{"contribution": -12.6831, "factor": "trade_before_event_raw"}, {"contribution": -5.9314, "factor": "timing_raw"}, {"contribution": 4.8039, "factor": "jurisdiction_raw"}]

ml_shap_top3_distill:
[{"contribution": -12.6831, "factor": "trade_before_event_raw"}, {"contribution": -5.9314, "factor": "timing_raw"}, {"contribution": 4.8039, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": -0.049, "factor": "disclosure_lag_raw"}, {"contribution": -0.0281, "factor": "timing_raw"}, {"contribution": 0.0118, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2025-12-12_P000595_INTC
correlation_type: rollup
trade_id: quiver_2025-12-12_P000595_INTC
bioguide_id: P000595
member_name: Gary Peters
party: D
chamber: Senate
ticker: INTC
sector: Technology
industry: Semiconductors
transaction_type: sale_full
amount_range: 15001.0
transaction_date: 2025-12-12
disclosure_date: 2026-01-07
trade_direction: sell
scored_at: 2026-05-31T15:51:57.168429+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3582-119", "event_type": "bill", "composite_score": 33.06, "event_summary": "No Rewards for January 6 Rioters Act"}, {"event_id": "s2947-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "Pray Safe Act of 2025"}, {"event_id": "s2975-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "PIPELINE Safety Act of 2025"}]

ml_shap_top3:
[{"contribution": -16.4287, "factor": "jurisdiction_raw"}, {"contribution": -15.391, "factor": "timing_raw"}, {"contribution": 1.9967, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -16.4287, "factor": "jurisdiction_raw"}, {"contribution": -15.391, "factor": "timing_raw"}, {"contribution": 1.9967, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0156, "factor": "timing_raw"}, {"contribution": 0.009, "factor": "disclosure_lag_raw"}, {"contribution": 0.0071, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2025-12-12_P000595_VZ
correlation_type: rollup
trade_id: quiver_2025-12-12_P000595_VZ
bioguide_id: P000595
member_name: Gary Peters
party: D
chamber: Senate
ticker: VZ
sector: Communication Services
industry: Telecom Services
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2025-12-12
disclosure_date: 2026-01-07
trade_direction: buy
scored_at: 2026-05-31T15:51:57.185845+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3582-119", "event_type": "bill", "composite_score": 46.22, "event_summary": "No Rewards for January 6 Rioters Act"}, {"event_id": "s2975-119", "event_type": "bill", "composite_score": 27.11, "event_summary": "PIPELINE Safety Act of 2025"}]

ml_shap_top3:
[{"contribution": -14.6408, "factor": "timing_raw"}, {"contribution": 6.0868, "factor": "jurisdiction_raw"}, {"contribution": -4.0985, "factor": "multiple_signals_raw"}]

ml_shap_top3_distill:
[{"contribution": -14.6408, "factor": "timing_raw"}, {"contribution": 6.0868, "factor": "jurisdiction_raw"}, {"contribution": -4.0985, "factor": "multiple_signals_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0338, "factor": "multiple_signals_raw"}, {"contribution": -0.0288, "factor": "timing_raw"}, {"contribution": -0.011, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2025-12-15_C001123_AVAV
correlation_type: rollup
trade_id: quiver_2025-12-15_C001123_AVAV
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: AVAV
sector: Industrials
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2025-12-15
disclosure_date: 2026-01-12
trade_direction: buy
scored_at: 2026-05-31T15:51:57.206735+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6915-119", "event_type": "bill", "composite_score": 65.72, "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes."}, {"event_id": "hr6597-119", "event_type": "bill", "composite_score": 48.62, "event_summary": "LET’S Protect Workers Act"}, {"event_id": "hr6390-119", "event_type": "bill", "composite_score": 41.46, "event_summary": "Make Housing Affordable and Defend Democracy Act"}, {"event_id": "hr6391-119", "event_type": "bill", "composite_score": 41.46, "event_summary": "Save Oak Flat from Foreign Mining Act"}, {"event_id": "hr6318-119", "event_type": "bill", "composite_score": 38.11, "event_summary": "No GOUGE Act"}]

ml_shap_top3:
[{"contribution": 4.6852, "factor": "jurisdiction_raw"}, {"contribution": 2.8938, "factor": "timing_raw"}, {"contribution": 1.3044, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": 4.6852, "factor": "jurisdiction_raw"}, {"contribution": 2.8938, "factor": "timing_raw"}, {"contribution": 1.3044, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0085, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2025-12-15_F000110_GOOGL
correlation_type: rollup
trade_id: quiver_2025-12-15_F000110_GOOGL
bioguide_id: F000110
member_name: Cleo Fields
party: D
chamber: House
ticker: GOOGL
sector: Communication Services
industry: Interactive Media & Services
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2025-12-15
disclosure_date: 2025-12-17
trade_direction: buy
scored_at: 2026-05-31T15:51:57.224804+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6830-119", "event_type": "bill", "composite_score": 69.74, "event_summary": "Fair Competition for Small Business Act of 2025"}, {"event_id": "hr6505-119", "event_type": "bill", "composite_score": 48.43, "event_summary": "Next Generation 9–1–1 Act"}, {"event_id": "hr1262-119", "event_type": "bill", "composite_score": 41.75, "event_summary": "Mikaela Naylon Give Kids a Chance Act"}, {"event_id": "hr6096-119", "event_type": "bill", "composite_score": 35.11, "event_summary": "NEST Act"}, {"event_id": "hr5434-119", "event_type": "bill", "composite_score": 32.38, "event_summary": "988 LGBTQ+ Youth Access Act of 2025"}]

ml_shap_top3:
[{"contribution": 6.7151, "factor": "timing_raw"}, {"contribution": 4.9859, "factor": "jurisdiction_raw"}, {"contribution": 1.3475, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0124, "factor": "timing_raw"}, {"contribution": 0.0106, "factor": "jurisdiction_raw"}, {"contribution": 0.0051, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2025-12-16_C001047_GOOGL
correlation_type: rollup
trade_id: quiver_2025-12-16_C001047_GOOGL
bioguide_id: C001047
member_name: Shelley Moore Capito
party: R
chamber: Senate
ticker: GOOGL
sector: Communication Services
industry: Interactive Media & Services
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2025-12-16
disclosure_date: 2026-01-06
trade_direction: sell
scored_at: 2026-05-31T15:51:57.243437+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "sres569-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "A resolution expressing support for declaring 2026 the \"Year of Math\" in the United States."}, {"event_id": "s3366-119", "event_type": "bill", "composite_score": 41.46, "event_summary": "Back the Blue Act of 2025"}, {"event_id": "sjres79-119", "event_type": "bill", "composite_score": 31.32, "event_summary": "A joint resolution honoring the sacrifice of Marine Corps Lance Corporal David L. Espinoza, Marine Corps Sergeant Nicole L. Gee, Marine Corps Staff Sergeant Darin Taylor Hoover, Army Staff Sergeant Ry"}]

ml_shap_top3:
[{"contribution": 6.7107, "factor": "timing_raw"}, {"contribution": 4.8937, "factor": "jurisdiction_raw"}, {"contribution": 1.352, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": 6.7107, "factor": "timing_raw"}, {"contribution": 4.8937, "factor": "jurisdiction_raw"}, {"contribution": 1.352, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.0081, "factor": "timing_raw"}, {"contribution": 0.0031, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2025-12-16_K000398_LLYVA
correlation_type: rollup
trade_id: quiver_2025-12-16_K000398_LLYVA
bioguide_id: K000398
member_name: Thomas H. Kean Jr
party: R
chamber: House
ticker: LLYVA
sector: Communication Services
industry: Entertainment
transaction_type: exchange
amount_range: 1001.0
transaction_date: 2025-12-16
disclosure_date: 2026-01-16
trade_direction: buy
scored_at: 2026-05-31T15:51:57.261203+00:00
engine_version: 1.2.0
severity_tier: high
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6856-119", "event_type": "bill", "composite_score": 90.66199999999999, "event_summary": "To impose sanctions and other measures with respect to the Russian Federation if the Government of the Russian Federation refuses to negotiate a peace agreement with Ukraine, violates any such agreeme"}, {"event_id": "hr7094-119", "event_type": "bill", "composite_score": 65.156, "event_summary": "No Aid for Russian Energy Act"}, {"event_id": "hr7118-119", "event_type": "bill", "composite_score": 65.156, "event_summary": "Genomic Answers for Children’s Health Act of 2026"}, {"event_id": "hr1262-119", "event_type": "bill", "composite_score": 53.339000000000006, "event_summary": "Mikaela Naylon Give Kids a Chance Act"}, {"event_id": "hr6302-119", "event_type": "bill", "composite_score": 48.36000000000001, "event_summary": "Whistleblowers Aiding National Security Act of 2025"}]

ml_shap_top3:
[{"contribution": 7.6902, "factor": "timing_raw"}, {"contribution": 4.991, "factor": "jurisdiction_raw"}, {"contribution": 3.3589, "factor": "disclosure_lag_raw"}]

ml_shap_top3_distill:
[{"contribution": 7.6902, "factor": "timing_raw"}, {"contribution": 4.991, "factor": "jurisdiction_raw"}, {"contribution": 3.3589, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.031, "factor": "disclosure_lag_raw"}, {"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.0018, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2025-12-16_L000595_URI
correlation_type: rollup
trade_id: quiver_2025-12-16_L000595_URI
bioguide_id: L000595
member_name: Julia Letlow
party: R
chamber: House
ticker: URI
sector: Industrials
industry: Rental & Leasing Services
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2025-12-16
disclosure_date: 2026-01-13
trade_direction: buy
scored_at: 2026-05-31T15:51:57.311733+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres866-119", "event_type": "bill", "composite_score": 24.4, "event_summary": "Condemning the persecution of Christians in Nigeria and standing ready to support President Donald J. Trump in taking decisive action to end the existential threat that persecuted Christians face in N"}]

ml_shap_top3:
[{"contribution": -15.8183, "factor": "timing_raw"}, {"contribution": -11.9224, "factor": "trade_before_event_raw"}, {"contribution": -6.3393, "factor": "multiple_signals_raw"}]

ml_shap_top3_distill:
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ml_shap_top3_car:
[{"contribution": 0.0259, "factor": "timing_raw"}, {"contribution": -0.0183, "factor": "multiple_signals_raw"}, {"contribution": 0.0131, "factor": "trade_before_event_raw"}]


correlation_id: rollup__quiver_2025-12-16_M001236_CBRL
correlation_type: rollup
trade_id: quiver_2025-12-16_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: 2025-12-16
disclosure_date: 2025-12-19
trade_direction: buy
scored_at: 2026-05-31T15:51:57.329803+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6955-119", "event_type": "bill", "composite_score": 34.13, "event_summary": "Main Street Capital Access Act"}, {"event_id": "hr6550-119", "event_type": "bill", "composite_score": 30.0, "event_summary": "American FIRST Act of 2025"}, {"event_id": "hr6552-119", "event_type": "bill", "composite_score": 30.0, "event_summary": "Bank-Fintech Partnership Enhancement Act"}, {"event_id": "hr6553-119", "event_type": "bill", "composite_score": 30.0, "event_summary": "TIER Act of 2025"}]

ml_shap_top3:
[{"contribution": -15.5657, "factor": "jurisdiction_raw"}, {"contribution": -10.7954, "factor": "timing_raw"}, {"contribution": 2.2795, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -15.5657, "factor": "jurisdiction_raw"}, {"contribution": -10.7954, "factor": "timing_raw"}, {"contribution": 2.2795, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0223, "factor": "timing_raw"}, {"contribution": 0.0092, "factor": "disclosure_lag_raw"}, {"contribution": 0.0072, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2025-12-16_P000048_FWONK
correlation_type: rollup
trade_id: quiver_2025-12-16_P000048_FWONK
bioguide_id: P000048
member_name: August Lee Pfluger Ii
party: R
chamber: House
ticker: FWONK
sector: Communication Services
industry: Entertainment
transaction_type: exchange
amount_range: 1001.0
transaction_date: 2025-12-16
disclosure_date: 2026-01-20
trade_direction: buy
scored_at: 2026-05-31T15:51:57.348543+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6976-119", "event_type": "bill", "composite_score": 73.307, "event_summary": "Duty Status Reform Act"}, {"event_id": "hres998-119", "event_type": "bill", "composite_score": 70.941, "event_summary": "Commending President Trump, his administration, and the brave men and women of the Armed Forces, Intelligence Community, and Justice Department for the remarkable success of \"Operation Absolute Resolv"}, {"event_id": "hr6423-119", "event_type": "bill", "composite_score": 60.748999999999995, "event_summary": "HELP Copays Act"}, {"event_id": "hr1262-119", "event_type": "bill", "composite_score": 58.812000000000005, "event_summary": "Mikaela Naylon Give Kids a Chance Act"}, {"event_id": "hr6191-119", "event_type": "bill", "composite_score": 51.493, "event_summary": "No Taxpayer Funded Abortion Travel for Illegal Aliens Act"}]

ml_shap_top3:
[{"contribution": -8.003, "factor": "timing_raw"}, {"contribution": 6.2921, "factor": "disclosure_lag_raw"}, {"contribution": 5.5289, "factor": "jurisdiction_raw"}]

ml_shap_top3_distill:
[{"contribution": -8.003, "factor": "timing_raw"}, {"contribution": 6.2921, "factor": "disclosure_lag_raw"}, {"contribution": 5.5289, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0465, "factor": "timing_raw"}, {"contribution": -0.031, "factor": "disclosure_lag_raw"}, {"contribution": -0.013, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2025-12-17_C001068_GS
correlation_type: rollup
trade_id: quiver_2025-12-17_C001068_GS
bioguide_id: C001068
member_name: Steve Cohen
party: D
chamber: House
ticker: GS
sector: Financial Services
industry: Capital Markets
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2025-12-17
disclosure_date: 2026-01-14
trade_direction: sell
scored_at: 2026-05-31T15:51:57.385282+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6819-119", "event_type": "bill", "composite_score": 54.73, "event_summary": "Bridge to Summer Nutrition Act of 2025"}, {"event_id": "hr6731-119", "event_type": "bill", "composite_score": 37.19, "event_summary": "Restore Trust in Government Act"}, {"event_id": "hr7095-119", "event_type": "bill", "composite_score": 31.93, "event_summary": "Ending Importation of Laundered Russian Oil Act"}, {"event_id": "hr6609-119", "event_type": "bill", "composite_score": 30.0, "event_summary": "Pharmacists Fight Back in Medicare and Medicaid Act"}, {"event_id": "hr6423-119", "event_type": "bill", "composite_score": 23.32, "event_summary": "HELP Copays Act"}]


correlation_id: rollup__quiver_2025-12-17_C001068_MS
correlation_type: rollup
trade_id: quiver_2025-12-17_C001068_MS
bioguide_id: C001068
member_name: Steve Cohen
party: D
chamber: House
ticker: MS
sector: Financial Services
industry: Capital Markets
transaction_type: sale_partial
amount_range: 50001.0
transaction_date: 2025-12-17
disclosure_date: 2026-01-14
trade_direction: sell
scored_at: 2026-05-31T15:51:57.402107+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6819-119", "event_type": "bill", "composite_score": 56.83, "event_summary": "Bridge to Summer Nutrition Act of 2025"}, {"event_id": "hr6731-119", "event_type": "bill", "composite_score": 39.3, "event_summary": "Restore Trust in Government Act"}, {"event_id": "hr7095-119", "event_type": "bill", "composite_score": 34.04, "event_summary": "Ending Importation of Laundered Russian Oil Act"}, {"event_id": "hr6609-119", "event_type": "bill", "composite_score": 32.11, "event_summary": "Pharmacists Fight Back in Medicare and Medicaid Act"}, {"event_id": "hr6423-119", "event_type": "bill", "composite_score": 25.43, "event_summary": "HELP Copays Act"}]

ml_shap_top3:
[{"contribution": -15.4817, "factor": "jurisdiction_raw"}, {"contribution": 7.9155, "factor": "timing_raw"}, {"contribution": 1.5962, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -15.4817, "factor": "jurisdiction_raw"}, {"contribution": 7.9155, "factor": "timing_raw"}, {"contribution": 1.5962, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0141, "factor": "timing_raw"}, {"contribution": -0.0131, "factor": "jurisdiction_raw"}, {"contribution": 0.0041, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2025-12-17_G000359_BSCP
correlation_type: rollup
trade_id: quiver_2025-12-17_G000359_BSCP
bioguide_id: G000359
member_name: Lindsey Graham
party: R
chamber: Senate
ticker: BSCP
transaction_type: sale_full
amount_range: 15001.0
transaction_date: 2025-12-17
disclosure_date: 2026-01-06
trade_direction: sell
scored_at: 2026-05-31T15:51:57.441420+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3674-119", "event_type": "bill", "composite_score": 27.72, "event_summary": "SCAM Act"}, {"event_id": "s3082-119", "event_type": "bill", "composite_score": 9.74, "event_summary": "American Shores Protection Act of 2025"}]

ml_shap_top3:
[{"contribution": -20.0251, "factor": "timing_raw"}, {"contribution": -16.6457, "factor": "jurisdiction_raw"}, {"contribution": -6.7342, "factor": "multiple_signals_raw"}]

ml_shap_top3_distill:
[{"contribution": -20.0251, "factor": "timing_raw"}, {"contribution": -16.6457, "factor": "jurisdiction_raw"}, {"contribution": -6.7342, "factor": "multiple_signals_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0371, "factor": "multiple_signals_raw"}, {"contribution": -0.027, "factor": "timing_raw"}, {"contribution": -0.0137, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2025-12-17_T000278_AAPL
correlation_type: rollup
trade_id: quiver_2025-12-17_T000278_AAPL
bioguide_id: T000278
member_name: Tommy Tuberville
party: R
chamber: Senate
ticker: AAPL
sector: Technology
industry: Technology Hardware, Storage & Peripherals
transaction_type: sale_full
amount_range: 50001.0
transaction_date: 2025-12-17
disclosure_date: 2026-01-15
trade_direction: sell
scored_at: 2026-05-31T15:51:57.461516+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3653-119", "event_type": "bill", "composite_score": 34.04, "event_summary": "Veterans’ Bill of Rights Act of 2026"}, {"event_id": "s3366-119", "event_type": "bill", "composite_score": 25.43, "event_summary": "Back the Blue Act of 2025"}, {"event_id": "s3314-119", "event_type": "bill", "composite_score": 24.05, "event_summary": "Written Informed Consent Act"}]

ml_shap_top3:
[{"contribution": -16.2547, "factor": "jurisdiction_raw"}, {"contribution": -14.4299, "factor": "timing_raw"}, {"contribution": 2.5794, "factor": "amount_raw"}]

ml_shap_top3_distill:
[{"contribution": -16.2547, "factor": "jurisdiction_raw"}, {"contribution": -14.4299, "factor": "timing_raw"}, {"contribution": 2.5794, "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_2025-12-17_T000278_XLP
correlation_type: rollup
trade_id: quiver_2025-12-17_T000278_XLP
bioguide_id: T000278
member_name: Tommy Tuberville
party: R
chamber: Senate
ticker: XLP
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2025-12-17
disclosure_date: 2026-01-15
trade_direction: buy
scored_at: 2026-05-31T15:51:57.478938+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3653-119", "event_type": "bill", "composite_score": 31.93, "event_summary": "Veterans’ Bill of Rights Act of 2026"}, {"event_id": "s3366-119", "event_type": "bill", "composite_score": 23.32, "event_summary": "Back the Blue Act of 2025"}, {"event_id": "s3314-119", "event_type": "bill", "composite_score": 21.94, "event_summary": "Written Informed Consent Act"}, {"event_id": "s3099-119", "event_type": "bill", "composite_score": 13.97, "event_summary": "DIRECT Act of 2025"}]

ml_shap_top3:
[{"contribution": -16.3903, "factor": "jurisdiction_raw"}, {"contribution": -16.3435, "factor": "timing_raw"}, {"contribution": 2.0806, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -16.3903, "factor": "jurisdiction_raw"}, {"contribution": -16.3435, "factor": "timing_raw"}, {"contribution": 2.0806, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0175, "factor": "timing_raw"}, {"contribution": -0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.009, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2025-12-18_G000359_IBDQ
correlation_type: rollup
trade_id: quiver_2025-12-18_G000359_IBDQ
bioguide_id: G000359
member_name: Lindsey Graham
party: R
chamber: Senate
ticker: IBDQ
transaction_type: sale_full
amount_range: 15001.0
transaction_date: 2025-12-18
disclosure_date: 2026-01-06
trade_direction: sell
scored_at: 2026-05-31T15:51:57.539929+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3674-119", "event_type": "bill", "composite_score": 27.97, "event_summary": "SCAM Act"}, {"event_id": "s3082-119", "event_type": "bill", "composite_score": 9.74, "event_summary": "American Shores Protection Act of 2025"}]

ml_shap_top3:
[{"contribution": -20.6051, "factor": "timing_raw"}, {"contribution": -16.7314, "factor": "jurisdiction_raw"}, {"contribution": -6.2915, "factor": "multiple_signals_raw"}]

ml_shap_top3_distill:
[{"contribution": -20.6051, "factor": "timing_raw"}, {"contribution": -16.7314, "factor": "jurisdiction_raw"}, {"contribution": -6.2915, "factor": "multiple_signals_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0371, "factor": "multiple_signals_raw"}, {"contribution": -0.0091, "factor": "timing_raw"}, {"contribution": 0.0077, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-02-09_C001123_TSM
correlation_type: rollup
trade_id: quiver_2026-02-09_C001123_TSM
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: TSM
sector: Technology
industry: Semiconductors
transaction_type: purchase
amount_range: 100001.0
transaction_date: 2026-02-09
disclosure_date: 2026-03-09
trade_direction: buy
scored_at: 2026-05-31T15:52:01.629576+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7481-119", "event_type": "bill", "composite_score": 55.53, "event_summary": "Department of Homeland Security Appropriations Act, 2026"}, {"event_id": "hr7499-119", "event_type": "bill", "composite_score": 55.53, "event_summary": "To amend the Consumer Product Safety Act to remove the exclusion of pistols, revolvers, and other firearms from the definition of consumer product in order to permit the issuance of safety standards f"}, {"event_id": "hres1058-119", "event_type": "bill", "composite_score": 55.53, "event_summary": "Recognizing that it is the duty of the Federal Government to develop and implement a Transgender Bill of Rights to protect and codify the rights of transgender and nonbinary people under the law and e"}, {"event_id": "hres1061-119", "event_type": "bill", "composite_score": 54.0, "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026."}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 44.9, "event_summary": "ALERT Act"}]

ml_shap_top3:
[{"contribution": -15.5016, "factor": "jurisdiction_raw"}, {"contribution": 7.4971, "factor": "timing_raw"}, {"contribution": 1.6239, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -15.5016, "factor": "jurisdiction_raw"}, {"contribution": 7.4971, "factor": "timing_raw"}, {"contribution": 1.6239, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0494, "factor": "amount_raw"}, {"contribution": -0.0264, "factor": "timing_raw"}, {"contribution": -0.0128, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-02-09_T000490_PG
correlation_type: rollup
trade_id: quiver_2026-02-09_T000490_PG
bioguide_id: T000490
member_name: David J. Taylor
party: R
chamber: House
ticker: PG
sector: Consumer Staples
industry: Household Products
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-02-09
disclosure_date: 2026-02-20
trade_direction: buy
scored_at: 2026-05-31T15:52:01.652210+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr6949-119", "event_type": "bill", "composite_score": 28.29, "event_summary": "Upward Mobility Act of 2026"}, {"event_id": "hr6520-119", "event_type": "bill", "composite_score": 27.11, "event_summary": "SNAP Data Transparency and Oversight Act of 2025"}]

ml_shap_top3:
[{"contribution": -17.2518, "factor": "timing_raw"}, {"contribution": -11.6956, "factor": "trade_before_event_raw"}, {"contribution": -5.8376, "factor": "multiple_signals_raw"}]

ml_shap_top3_distill:
[{"contribution": -17.2518, "factor": "timing_raw"}, {"contribution": -11.6956, "factor": "trade_before_event_raw"}, {"contribution": -5.8376, "factor": "multiple_signals_raw"}]

ml_shap_top3_car:
[{"contribution": -0.024, "factor": "multiple_signals_raw"}, {"contribution": 0.0134, "factor": "jurisdiction_raw"}, {"contribution": 0.0131, "factor": "trade_before_event_raw"}]


correlation_id: rollup__quiver_2026-02-09_T000490_PH
correlation_type: rollup
trade_id: quiver_2026-02-09_T000490_PH
bioguide_id: T000490
member_name: David J. Taylor
party: R
chamber: House
ticker: PH
sector: Industrials
industry: Specialty Industrial Machinery
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-02-09
disclosure_date: 2026-02-20
trade_direction: sell
scored_at: 2026-05-31T15:52:01.671107+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7539-119", "event_type": "bill", "composite_score": 67.16, "event_summary": "SAFE Act"}, {"event_id": "SUB_2026-03-02_5500374513", "event_type": "contract", "composite_score": 59.81, "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490"}, {"event_id": "SUB_2026-02-27_0000001582-0", "event_type": "contract", "composite_score": 53.34, "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558"}, {"event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_type": "contract", "composite_score": 49.56, "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059"}, {"event_id": "hr3497-119", "event_type": "bill", "composite_score": 47.37, "event_summary": "Medal of Sacrifice Act"}]

ml_shap_top3:
[{"contribution": 4.8003, "factor": "jurisdiction_raw"}, {"contribution": 3.7887, "factor": "timing_raw"}, {"contribution": 1.3044, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": 4.8003, "factor": "jurisdiction_raw"}, {"contribution": 3.7887, "factor": "timing_raw"}, {"contribution": 1.3044, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.0054, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-02-09_T000490_V
correlation_type: rollup
trade_id: quiver_2026-02-09_T000490_V
bioguide_id: T000490
member_name: David J. Taylor
party: R
chamber: House
ticker: V
sector: Financials
industry: Transaction & Payment Processing Services
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-02-09
disclosure_date: 2026-02-20
trade_direction: buy
scored_at: 2026-05-31T15:52:01.689918+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7747-119", "event_type": "bill", "composite_score": 51.92, "event_summary": "State Veterans Homes Inspection Simplification Act"}, {"event_id": "hr7300-119", "event_type": "bill", "composite_score": 43.17, "event_summary": "Make Elections Great Again Act"}, {"event_id": "SUB_2026-02-27_40487291", "event_type": "contract", "composite_score": 34.91, "event_summary": "to AMPHENOL CORP | $30,043"}, {"event_id": "hr6949-119", "event_type": "bill", "composite_score": 32.5, "event_summary": "Upward Mobility Act of 2026"}, {"event_id": "SUB_2026-03-05_D26P000282", "event_type": "contract", "composite_score": 32.34, "event_summary": "to AVIATRIX INC | $77,245"}]

ml_shap_top3:
[{"contribution": -10.975, "factor": "timing_raw"}, {"contribution": 5.3998, "factor": "jurisdiction_raw"}, {"contribution": 1.9202, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -10.975, "factor": "timing_raw"}, {"contribution": 5.3998, "factor": "jurisdiction_raw"}, {"contribution": 1.9202, "factor": "trade_before_event_raw"}]

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_2026-02-10_C001123_ACN
correlation_type: rollup
trade_id: quiver_2026-02-10_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: sale_partial
amount_range: 1001.0
transaction_date: 2026-02-10
disclosure_date: 2026-03-09
trade_direction: sell
scored_at: 2026-05-31T15:52:01.709830+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7481-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "Department of Homeland Security Appropriations Act, 2026"}, {"event_id": "hr7499-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "To amend the Consumer Product Safety Act to remove the exclusion of pistols, revolvers, and other firearms from the definition of consumer product in order to permit the issuance of safety standards f"}, {"event_id": "hres1058-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "Recognizing that it is the duty of the Federal Government to develop and implement a Transgender Bill of Rights to protect and codify the rights of transgender and nonbinary people under the law and e"}, {"event_id": "hres1061-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026."}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 58.94, "event_summary": "ALERT Act"}]


correlation_id: rollup__quiver_2026-02-10_C001123_AME
correlation_type: rollup
trade_id: quiver_2026-02-10_C001123_AME
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: AME
sector: Industrials
industry: Specialty Industrial Machinery
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-02-10
disclosure_date: 2026-03-09
trade_direction: sell
scored_at: 2026-05-31T15:52:01.749148+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7481-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "Department of Homeland Security Appropriations Act, 2026"}, {"event_id": "hres1058-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "Recognizing that it is the duty of the Federal Government to develop and implement a Transgender Bill of Rights to protect and codify the rights of transgender and nonbinary people under the law and e"}, {"event_id": "hres1061-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026."}, {"event_id": "SUB_2026-03-02_5500374513", "event_type": "contract", "composite_score": 60.25, "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490"}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 58.94, "event_summary": "ALERT Act"}]


correlation_id: rollup__quiver_2026-02-10_C001123_CVX
correlation_type: rollup
trade_id: quiver_2026-02-10_C001123_CVX
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: CVX
sector: Energy
industry: Integrated Oil & Gas
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-02-10
disclosure_date: 2026-03-09
trade_direction: buy
scored_at: 2026-05-31T15:52:01.767418+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7481-119", "event_type": "bill", "composite_score": 71.39, "event_summary": "Department of Homeland Security Appropriations Act, 2026"}, {"event_id": "hr7499-119", "event_type": "bill", "composite_score": 71.39, "event_summary": "To amend the Consumer Product Safety Act to remove the exclusion of pistols, revolvers, and other firearms from the definition of consumer product in order to permit the issuance of safety standards f"}, {"event_id": "hres1058-119", "event_type": "bill", "composite_score": 71.39, "event_summary": "Recognizing that it is the duty of the Federal Government to develop and implement a Transgender Bill of Rights to protect and codify the rights of transgender and nonbinary people under the law and e"}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 59.99, "event_summary": "ALERT Act"}, {"event_id": "hr7806-119", "event_type": "bill", "composite_score": 52.56, "event_summary": "Direct File Act of 2026"}]


correlation_id: rollup__quiver_2026-02-10_C001123_FSV
correlation_type: rollup
trade_id: quiver_2026-02-10_C001123_FSV
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: FSV
sector: Real Estate
industry: Real Estate Services
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-02-10
disclosure_date: 2026-03-09
trade_direction: buy
scored_at: 2026-05-31T15:52:01.806002+00:00
engine_version: 1.2.0
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": 53.56, "event_summary": "to AGILENT TECHNOLOGIES INC | $32,165"}]

ml_shap_top3:
[{"contribution": -5.9854, "factor": "timing_raw"}, {"contribution": -5.34, "factor": "multiple_signals_raw"}, {"contribution": 4.8063, "factor": "jurisdiction_raw"}]

ml_shap_top3_distill:
[{"contribution": -5.9854, "factor": "timing_raw"}, {"contribution": -5.34, "factor": "multiple_signals_raw"}, {"contribution": 4.8063, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0205, "factor": "multiple_signals_raw"}, {"contribution": -0.0136, "factor": "timing_raw"}, {"contribution": 0.011, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-02-10_C001123_GD
correlation_type: rollup
trade_id: quiver_2026-02-10_C001123_GD
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: GD
sector: Aerospace & Defense
industry: Aerospace & Defense
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-02-10
disclosure_date: 2026-03-09
trade_direction: sell
scored_at: 2026-05-31T15:52:01.823416+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7481-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "Department of Homeland Security Appropriations Act, 2026"}, {"event_id": "hres1058-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "Recognizing that it is the duty of the Federal Government to develop and implement a Transgender Bill of Rights to protect and codify the rights of transgender and nonbinary people under the law and e"}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 58.94, "event_summary": "ALERT Act"}, {"event_id": "hr7745-119", "event_type": "bill", "composite_score": 52.36, "event_summary": "To establish certain requirements relating to wellness checks for the health and welfare of certain members of the Armed Forces, and for other purposes."}, {"event_id": "hr7335-119", "event_type": "bill", "composite_score": 47.37, "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act"}]


correlation_id: rollup__quiver_2026-02-10_C001123_GE
correlation_type: rollup
trade_id: quiver_2026-02-10_C001123_GE
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: GE
sector: Industrials
industry: Aerospace & Defense
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-02-10
disclosure_date: 2026-03-09
trade_direction: sell
scored_at: 2026-05-31T15:52:01.840954+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7481-119", "event_type": "bill", "composite_score": 71.39, "event_summary": "Department of Homeland Security Appropriations Act, 2026"}, {"event_id": "hres1058-119", "event_type": "bill", "composite_score": 71.39, "event_summary": "Recognizing that it is the duty of the Federal Government to develop and implement a Transgender Bill of Rights to protect and codify the rights of transgender and nonbinary people under the law and e"}, {"event_id": "hres1061-119", "event_type": "bill", "composite_score": 69.74, "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026."}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 59.99, "event_summary": "ALERT Act"}, {"event_id": "hr7623-119", "event_type": "bill", "composite_score": 59.99, "event_summary": "Freedom House Ambulance Service Congressional Gold Medal Act"}]


correlation_id: rollup__quiver_2026-02-10_C001123_MSFT
correlation_type: rollup
trade_id: quiver_2026-02-10_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: 2026-02-10
disclosure_date: 2026-03-09
trade_direction: sell
scored_at: 2026-05-31T15:52:01.880571+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7481-119", "event_type": "bill", "composite_score": 71.39, "event_summary": "Department of Homeland Security Appropriations Act, 2026"}, {"event_id": "hr7499-119", "event_type": "bill", "composite_score": 71.39, "event_summary": "To amend the Consumer Product Safety Act to remove the exclusion of pistols, revolvers, and other firearms from the definition of consumer product in order to permit the issuance of safety standards f"}, {"event_id": "hres1058-119", "event_type": "bill", "composite_score": 71.39, "event_summary": "Recognizing that it is the duty of the Federal Government to develop and implement a Transgender Bill of Rights to protect and codify the rights of transgender and nonbinary people under the law and e"}, {"event_id": "hres1061-119", "event_type": "bill", "composite_score": 69.74, "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026."}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 59.99, "event_summary": "ALERT Act"}]


correlation_id: rollup__quiver_2026-02-10_C001123_ROP
correlation_type: rollup
trade_id: quiver_2026-02-10_C001123_ROP
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: ROP
sector: Technology
industry: Software - Application
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-02-10
disclosure_date: 2026-03-09
trade_direction: sell
scored_at: 2026-05-31T15:52:01.903738+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7481-119", "event_type": "bill", "composite_score": 52.96, "event_summary": "Department of Homeland Security Appropriations Act, 2026"}, {"event_id": "hr7499-119", "event_type": "bill", "composite_score": 52.96, "event_summary": "To amend the Consumer Product Safety Act to remove the exclusion of pistols, revolvers, and other firearms from the definition of consumer product in order to permit the issuance of safety standards f"}, {"event_id": "hres1058-119", "event_type": "bill", "composite_score": 52.96, "event_summary": "Recognizing that it is the duty of the Federal Government to develop and implement a Transgender Bill of Rights to protect and codify the rights of transgender and nonbinary people under the law and e"}, {"event_id": "hres1061-119", "event_type": "bill", "composite_score": 51.32, "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026."}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 41.57, "event_summary": "ALERT Act"}]


correlation_id: rollup__quiver_2026-02-10_C001123_UAL
correlation_type: rollup
trade_id: quiver_2026-02-10_C001123_UAL
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: UAL
sector: Industrials
industry: Airlines
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-02-10
disclosure_date: 2026-03-09
trade_direction: sell
scored_at: 2026-05-31T15:52:01.919988+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7481-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "Department of Homeland Security Appropriations Act, 2026"}, {"event_id": "hres1058-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "Recognizing that it is the duty of the Federal Government to develop and implement a Transgender Bill of Rights to protect and codify the rights of transgender and nonbinary people under the law and e"}, {"event_id": "hres1061-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026."}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 58.94, "event_summary": "ALERT Act"}, {"event_id": "hr7623-119", "event_type": "bill", "composite_score": 58.94, "event_summary": "Freedom House Ambulance Service Congressional Gold Medal Act"}]


correlation_id: rollup__quiver_2026-02-10_C001123_UNH
correlation_type: rollup
trade_id: quiver_2026-02-10_C001123_UNH
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: UNH
sector: Health Care
industry: Managed Health Care
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-02-10
disclosure_date: 2026-03-09
trade_direction: sell
scored_at: 2026-05-31T15:52:01.945496+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7481-119", "event_type": "bill", "composite_score": 71.39, "event_summary": "Department of Homeland Security Appropriations Act, 2026"}, {"event_id": "hr7499-119", "event_type": "bill", "composite_score": 71.39, "event_summary": "To amend the Consumer Product Safety Act to remove the exclusion of pistols, revolvers, and other firearms from the definition of consumer product in order to permit the issuance of safety standards f"}, {"event_id": "hres1058-119", "event_type": "bill", "composite_score": 71.39, "event_summary": "Recognizing that it is the duty of the Federal Government to develop and implement a Transgender Bill of Rights to protect and codify the rights of transgender and nonbinary people under the law and e"}, {"event_id": "hr7623-119", "event_type": "bill", "composite_score": 59.99, "event_summary": "Freedom House Ambulance Service Congressional Gold Medal Act"}, {"event_id": "hr7637-119", "event_type": "bill", "composite_score": 59.99, "event_summary": "Head Start for America’s Children Act"}]


correlation_id: rollup__quiver_2026-02-10_C001123_XOM
correlation_type: rollup
trade_id: quiver_2026-02-10_C001123_XOM
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: XOM
sector: Energy
industry: Integrated Oil & Gas
transaction_type: purchase
amount_range: 50001.0
transaction_date: 2026-02-10
disclosure_date: 2026-03-09
trade_direction: buy
scored_at: 2026-05-31T15:52:01.981675+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7481-119", "event_type": "bill", "composite_score": 73.49, "event_summary": "Department of Homeland Security Appropriations Act, 2026"}, {"event_id": "hr7499-119", "event_type": "bill", "composite_score": 73.49, "event_summary": "To amend the Consumer Product Safety Act to remove the exclusion of pistols, revolvers, and other firearms from the definition of consumer product in order to permit the issuance of safety standards f"}, {"event_id": "hres1058-119", "event_type": "bill", "composite_score": 73.49, "event_summary": "Recognizing that it is the duty of the Federal Government to develop and implement a Transgender Bill of Rights to protect and codify the rights of transgender and nonbinary people under the law and e"}, {"event_id": "hr7613-119", "event_type": "bill", "composite_score": 62.1, "event_summary": "ALERT Act"}, {"event_id": "hr7806-119", "event_type": "bill", "composite_score": 54.66, "event_summary": "Direct File Act of 2026"}]

ml_shap_top3:
[{"contribution": 7.265, "factor": "timing_raw"}, {"contribution": 5.1823, "factor": "jurisdiction_raw"}, {"contribution": 2.4384, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0107, "factor": "jurisdiction_raw"}, {"contribution": -0.0086, "factor": "timing_raw"}, {"contribution": -0.0039, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-02-10_D000032_NOW
correlation_type: rollup
trade_id: quiver_2026-02-10_D000032_NOW
bioguide_id: D000032
member_name: Byron Donalds
party: R
chamber: House
ticker: NOW
sector: Information Technology
industry: Application Software
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-02-10
disclosure_date: 2026-03-06
trade_direction: buy
scored_at: 2026-05-31T15:52:01.999302+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7534-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "Contract Our Veterans Act of 2026"}, {"event_id": "hr7651-119", "event_type": "bill", "composite_score": 56.47, "event_summary": "Chloe Cole Act of 2026"}, {"event_id": "hr7678-119", "event_type": "bill", "composite_score": 55.08, "event_summary": "Gun Owner Registration Information Protection Act"}, {"event_id": "hr7817-119", "event_type": "bill", "composite_score": 51.12, "event_summary": "No Federal Tax Dollars for Illegal Aliens Health Insurance Act of 2026"}, {"event_id": "hres1107-119", "event_type": "bill", "composite_score": 51.12, "event_summary": "Memorializing Rev. Jesse Jackson by flying the flag of the United States at halfstaff."}]

ml_shap_top3:
[{"contribution": 6.7107, "factor": "timing_raw"}, {"contribution": 4.8937, "factor": "jurisdiction_raw"}, {"contribution": 1.352, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.0081, "factor": "timing_raw"}, {"contribution": 0.0031, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-02-10_F000472_HSY
correlation_type: rollup
trade_id: quiver_2026-02-10_F000472_HSY
bioguide_id: F000472
member_name: Scott Scott Franklin
party: R
chamber: House
ticker: HSY
sector: Consumer Defensive
industry: Confectioners
transaction_type: sale_partial
amount_range: 50001.0
transaction_date: 2026-02-10
disclosure_date: 2026-02-23
trade_direction: sell
scored_at: 2026-05-31T15:52:02.025028+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1073-119", "event_type": "bill", "composite_score": 33.83, "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:
[{"contribution": -14.3338, "factor": "jurisdiction_raw"}, {"contribution": -6.099, "factor": "timing_raw"}, {"contribution": -5.0153, "factor": "multiple_signals_raw"}]

ml_shap_top3_distill:
[{"contribution": -14.3338, "factor": "jurisdiction_raw"}, {"contribution": -6.099, "factor": "timing_raw"}, {"contribution": -5.0153, "factor": "multiple_signals_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0444, "factor": "multiple_signals_raw"}, {"contribution": -0.0173, "factor": "jurisdiction_raw"}, {"contribution": -0.0048, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-02-10_L000595_HUM
correlation_type: rollup
trade_id: quiver_2026-02-10_L000595_HUM
bioguide_id: L000595
member_name: Julia Letlow
party: R
chamber: House
ticker: HUM
sector: Health Care
industry: Managed Health Care
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-02-10
disclosure_date: 2026-03-12
trade_direction: sell
scored_at: 2026-05-31T15:52:02.041901+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7661-119", "event_type": "bill", "composite_score": 55.75, "event_summary": "Stop the Sexualization of Children Act"}, {"event_id": "hres1076-119", "event_type": "bill", "composite_score": 55.75, "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States."}, {"event_id": "hr7677-119", "event_type": "bill", "composite_score": 55.08, "event_summary": "Closing the Provider Fraud Gap Act"}, {"event_id": "hr7722-119", "event_type": "bill", "composite_score": 54.46, "event_summary": "Child Care Integrity Monitoring Act of 2026"}, {"event_id": "hr7723-119", "event_type": "bill", "composite_score": 54.46, "event_summary": "Safeguarding Taxpayer Dollars in Child Care Act of 2026"}]

ml_shap_top3:
[{"contribution": -8.4746, "factor": "timing_raw"}, {"contribution": 5.3976, "factor": "jurisdiction_raw"}, {"contribution": 1.8373, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -8.4746, "factor": "timing_raw"}, {"contribution": 5.3976, "factor": "jurisdiction_raw"}, {"contribution": 1.8373, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0113, "factor": "jurisdiction_raw"}, {"contribution": -0.0109, "factor": "amount_raw"}, {"contribution": 0.0072, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-02-10_P000048_WBD
correlation_type: rollup
trade_id: quiver_2026-02-10_P000048_WBD
bioguide_id: P000048
member_name: August Lee Pfluger Ii
party: R
chamber: House
ticker: WBD
sector: Communication Services
industry: Entertainment
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-02-10
disclosure_date: 2026-03-19
trade_direction: sell
scored_at: 2026-05-31T15:52:02.058504+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7592-119", "event_type": "bill", "composite_score": 69.35, "event_summary": "Zero-Based Regulatory Budgeting to Unleash American Energy Act of 2026"}, {"event_id": "hr7651-119", "event_type": "bill", "composite_score": 63.84, "event_summary": "Chloe Cole Act of 2026"}, {"event_id": "hres1076-119", "event_type": "bill", "composite_score": 63.12, "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States."}, {"event_id": "hr7678-119", "event_type": "bill", "composite_score": 62.45, "event_summary": "Gun Owner Registration Information Protection Act"}, {"event_id": "hr7759-119", "event_type": "bill", "composite_score": 59.29, "event_summary": "Afghanistan Vetting and Accountability Act of 2026"}]

ml_shap_top3:
[{"contribution": 5.2154, "factor": "jurisdiction_raw"}, {"contribution": 5.0325, "factor": "disclosure_lag_raw"}, {"contribution": -1.4765, "factor": "timing_raw"}]

ml_shap_top3_distill:
[{"contribution": 5.2154, "factor": "jurisdiction_raw"}, {"contribution": 5.0325, "factor": "disclosure_lag_raw"}, {"contribution": -1.4765, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0258, "factor": "timing_raw"}, {"contribution": 0.0117, "factor": "jurisdiction_raw"}, {"contribution": -0.0091, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-02-11_M001232_JLL
correlation_type: rollup
trade_id: quiver_2026-02-11_M001232_JLL
bioguide_id: M001232
member_name: April Mcclain Delaney
party: D
chamber: House
ticker: JLL
sector: Real Estate
industry: Real Estate Services
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-02-11
disclosure_date: 2026-03-10
trade_direction: sell
scored_at: 2026-05-31T15:52:02.075240+00:00
engine_version: 1.2.0
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": 54.57, "event_summary": "to AGILENT TECHNOLOGIES INC | $32,165"}]

ml_shap_top3:
[{"contribution": 4.9158, "factor": "jurisdiction_raw"}, {"contribution": -4.9114, "factor": "multiple_signals_raw"}, {"contribution": -3.802, "factor": "timing_raw"}]

ml_shap_top3_distill:
[{"contribution": 4.9158, "factor": "jurisdiction_raw"}, {"contribution": -4.9114, "factor": "multiple_signals_raw"}, {"contribution": -3.802, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0205, "factor": "multiple_signals_raw"}, {"contribution": -0.0138, "factor": "timing_raw"}, {"contribution": 0.011, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-02-11_M001236_SMPL
correlation_type: rollup
trade_id: quiver_2026-02-11_M001236_SMPL
bioguide_id: M001236
member_name: Tim Moore
party: R
chamber: House
ticker: SMPL
sector: Consumer Defensive
industry: Packaged Foods
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-02-11
disclosure_date: 2026-02-20
trade_direction: buy
scored_at: 2026-05-31T15:52:02.095579+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1073-119", "event_type": "bill", "composite_score": 39.86, "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": 16.16, "event_summary": "Hemp Planting Predictability Act"}, {"event_id": "hr7010-119", "event_type": "bill", "composite_score": 15.93, "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:
[{"contribution": -13.2233, "factor": "jurisdiction_raw"}, {"contribution": -3.7824, "factor": "timing_raw"}, {"contribution": 2.0097, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0166, "factor": "timing_raw"}, {"contribution": -0.0142, "factor": "jurisdiction_raw"}, {"contribution": 0.0091, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-02-12_C001055_AAPL
correlation_type: rollup
trade_id: quiver_2026-02-12_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: 2026-02-12
disclosure_date: 2026-03-14
trade_direction: buy
scored_at: 2026-05-31T15:52:02.114943+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1061-119", "event_type": "bill", "composite_score": 72.1, "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026."}, {"event_id": "hr7481-119", "event_type": "bill", "composite_score": 54.56, "event_summary": "Department of Homeland Security Appropriations Act, 2026"}, {"event_id": "hr7802-119", "event_type": "bill", "composite_score": 52.36, "event_summary": "DISCLOSE Act of 2026"}, {"event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_type": "contract", "composite_score": 49.56, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482"}, {"event_id": "hr7391-119", "event_type": "bill", "composite_score": 46.21, "event_summary": "Community Health Center Drug Pricing Protection Act"}]


correlation_id: rollup__quiver_2026-02-12_L000595_AVGO
correlation_type: rollup
trade_id: quiver_2026-02-12_L000595_AVGO
bioguide_id: L000595
member_name: Julia Letlow
party: R
chamber: House
ticker: AVGO
sector: Information Technology
industry: Semiconductors
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-02-12
disclosure_date: 2026-03-12
trade_direction: sell
scored_at: 2026-05-31T15:52:02.134063+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1076-119", "event_type": "bill", "composite_score": 57.23, "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States."}, {"event_id": "hr7678-119", "event_type": "bill", "composite_score": 56.47, "event_summary": "Gun Owner Registration Information Protection Act"}, {"event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_type": "contract", "composite_score": 49.56, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482"}, {"event_id": "hr7235-119", "event_type": "bill", "composite_score": 36.59, "event_summary": "Protecting Motherhood Act"}, {"event_id": "hr7156-119", "event_type": "bill", "composite_score": 35.35, "event_summary": "SCAM Act"}]

ml_shap_top3:
[{"contribution": -7.4013, "factor": "timing_raw"}, {"contribution": 4.4379, "factor": "jurisdiction_raw"}, {"contribution": 1.7508, "factor": "trade_before_event_raw"}]

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_2026-02-13_B001236_ADBE
correlation_type: rollup
trade_id: quiver_2026-02-13_B001236_ADBE
bioguide_id: B001236
member_name: John Boozman
party: R
chamber: Senate
ticker: ADBE
sector: Information Technology
industry: Application Software
transaction_type: sale_full
amount_range: 1001.0
transaction_date: 2026-02-13
disclosure_date: 2026-03-06
trade_direction: sell
scored_at: 2026-05-31T15:52:02.150191+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_type": "contract", "composite_score": 49.83, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482"}, {"event_id": "sres602-119", "event_type": "bill", "composite_score": 45.12, "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games."}, {"event_id": "s3771-119", "event_type": "bill", "composite_score": 44.11, "event_summary": "Department of Veterans Affairs Therapeutic Medical Physicist Pay Cap Relief Act of 2026"}, {"event_id": "s3726-119", "event_type": "bill", "composite_score": 39.31, "event_summary": "National Veterans Strategy Act of 2026"}, {"event_id": "s3667-119", "event_type": "bill", "composite_score": 33.53, "event_summary": "Life at Conception Act of 2026"}]

ml_shap_top3:
[{"contribution": -14.3698, "factor": "timing_raw"}, {"contribution": 5.4955, "factor": "jurisdiction_raw"}, {"contribution": 1.8517, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -14.3698, "factor": "timing_raw"}, {"contribution": 5.4955, "factor": "jurisdiction_raw"}, {"contribution": 1.8517, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.012, "factor": "timing_raw"}, {"contribution": -0.0097, "factor": "amount_raw"}, {"contribution": 0.0069, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-02-13_C001123_MHVYF
correlation_type: rollup
trade_id: quiver_2026-02-13_C001123_MHVYF
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: MHVYF
sector: Industrials
industry: Specialty Industrial Machinery
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-02-13
disclosure_date: 2026-03-09
trade_direction: buy
scored_at: 2026-05-31T15:52:02.186508+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7613-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "ALERT Act"}, {"event_id": "hr7623-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "Freedom House Ambulance Service Congressional Gold Medal Act"}, {"event_id": "SUB_2026-03-02_5500374513", "event_type": "contract", "composite_score": 61.77, "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490"}, {"event_id": "SUB_2026-02-27_0000001582-0", "event_type": "contract", "composite_score": 55.75, "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558"}, {"event_id": "hres1061-119", "event_type": "bill", "composite_score": 54.56, "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026."}]

ml_shap_top3:
[{"contribution": 5.1905, "factor": "jurisdiction_raw"}, {"contribution": 1.2529, "factor": "trade_before_event_raw"}, {"contribution": -1.1606, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0144, "factor": "timing_raw"}, {"contribution": 0.0081, "factor": "jurisdiction_raw"}, {"contribution": 0.0066, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-02-13_K000383_LLY
correlation_type: rollup
trade_id: quiver_2026-02-13_K000383_LLY
bioguide_id: K000383
member_name: Angus King
party: I
chamber: Senate
ticker: LLY
sector: Health Care
industry: Pharmaceuticals
transaction_type: sale_full
amount_range: 1001.0
transaction_date: 2026-02-13
disclosure_date: 2026-03-24
trade_direction: sell
scored_at: 2026-05-31T15:52:02.204584+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3905-119", "event_type": "bill", "composite_score": 67.53, "event_summary": "Tariff Refund Act of 2026"}, {"event_id": "s3948-119", "event_type": "bill", "composite_score": 65.94, "event_summary": "Direct File Act of 2026"}, {"event_id": "s3869-119", "event_type": "bill", "composite_score": 64.04, "event_summary": "Healthy Families Act"}, {"event_id": "sres624-119", "event_type": "bill", "composite_score": 63.36, "event_summary": "A resolution expressing support for the designation of the week of March 2 through March 6, 2026, as \"National Social and Emotional Learning Week\" to recognize the critical role social and emotional l"}, {"event_id": "s3989-119", "event_type": "bill", "composite_score": 62.31, "event_summary": "Community TEAMS Act of 2026"}]

ml_shap_top3:
[{"contribution": 6.4163, "factor": "disclosure_lag_raw"}, {"contribution": -5.936, "factor": "timing_raw"}, {"contribution": 4.6502, "factor": "jurisdiction_raw"}]

ml_shap_top3_distill:
[{"contribution": 6.4163, "factor": "disclosure_lag_raw"}, {"contribution": -5.936, "factor": "timing_raw"}, {"contribution": 4.6502, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0272, "factor": "timing_raw"}, {"contribution": 0.015, "factor": "jurisdiction_raw"}, {"contribution": 0.0085, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-02-13_K000383_META
correlation_type: rollup
trade_id: quiver_2026-02-13_K000383_META
bioguide_id: K000383
member_name: Angus King
party: I
chamber: Senate
ticker: META
sector: Communication Services
industry: Interactive Media & Services
transaction_type: sale_full
amount_range: 1001.0
transaction_date: 2026-02-13
disclosure_date: 2026-03-24
trade_direction: sell
scored_at: 2026-05-31T15:52:02.222252+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3959-119", "event_type": "bill", "composite_score": 63.36, "event_summary": "Smarter Sentencing Act of 2026"}, {"event_id": "s4029-119", "event_type": "bill", "composite_score": 60.24, "event_summary": "A bill to reinforce the Foreign Corrupt Practices Act of 1977 by establishing a limitations period of 10 years for antibribery offenses, and for other purposes."}, {"event_id": "sres641-119", "event_type": "bill", "composite_score": 59.3, "event_summary": "A resolution recognizing Girl Scouts of the United States of America on its 114th birthday and celebrating its legacy of providing girls with a supportive and inclusive space where they can explore th"}, {"event_id": "sres602-119", "event_type": "bill", "composite_score": 54.6, "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games."}, {"event_id": "s3214-119", "event_type": "bill", "composite_score": 40.8, "event_summary": "Background Check Expansion Act"}]

ml_shap_top3:
[{"contribution": -9.041, "factor": "timing_raw"}, {"contribution": 6.2944, "factor": "disclosure_lag_raw"}, {"contribution": 5.4842, "factor": "jurisdiction_raw"}]

ml_shap_top3_distill:
[{"contribution": -9.041, "factor": "timing_raw"}, {"contribution": 6.2944, "factor": "disclosure_lag_raw"}, {"contribution": 5.4842, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0176, "factor": "jurisdiction_raw"}, {"contribution": 0.0108, "factor": "disclosure_lag_raw"}, {"contribution": 0.0084, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-02-13_K000383_MSFT
correlation_type: rollup
trade_id: quiver_2026-02-13_K000383_MSFT
bioguide_id: K000383
member_name: Angus King
party: I
chamber: Senate
ticker: MSFT
sector: Information Technology
industry: Systems Software
transaction_type: sale_full
amount_range: 1001.0
transaction_date: 2026-02-13
disclosure_date: 2026-03-24
trade_direction: sell
scored_at: 2026-05-31T15:52:02.243790+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3959-119", "event_type": "bill", "composite_score": 63.36, "event_summary": "Smarter Sentencing Act of 2026"}, {"event_id": "s4029-119", "event_type": "bill", "composite_score": 60.24, "event_summary": "A bill to reinforce the Foreign Corrupt Practices Act of 1977 by establishing a limitations period of 10 years for antibribery offenses, and for other purposes."}, {"event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_type": "contract", "composite_score": 59.3, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482"}, {"event_id": "sres641-119", "event_type": "bill", "composite_score": 59.3, "event_summary": "A resolution recognizing Girl Scouts of the United States of America on its 114th birthday and celebrating its legacy of providing girls with a supportive and inclusive space where they can explore th"}, {"event_id": "sres602-119", "event_type": "bill", "composite_score": 54.6, "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games."}]

ml_shap_top3:
[{"contribution": -9.041, "factor": "timing_raw"}, {"contribution": 6.2944, "factor": "disclosure_lag_raw"}, {"contribution": 5.4842, "factor": "jurisdiction_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0176, "factor": "jurisdiction_raw"}, {"contribution": 0.0108, "factor": "disclosure_lag_raw"}, {"contribution": 0.0084, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-02-13_M001232_CHRW
correlation_type: rollup
trade_id: quiver_2026-02-13_M001232_CHRW
bioguide_id: M001232
member_name: April Mcclain Delaney
party: D
chamber: House
ticker: CHRW
sector: Industrials
industry: Integrated Freight & Logistics
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-02-13
disclosure_date: 2026-03-10
trade_direction: buy
scored_at: 2026-05-31T15:52:02.283108+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7622-119", "event_type": "bill", "composite_score": 63.03, "event_summary": "Iran Human Rights, Internet Freedom, and Accountability Act of 2026"}, {"event_id": "hr7716-119", "event_type": "bill", "composite_score": 58.29, "event_summary": "Tariff Free Farming Act"}, {"event_id": "hres1080-119", "event_type": "bill", "composite_score": 58.29, "event_summary": "Original Black History Month Resolution of 2026"}, {"event_id": "SUB_2026-02-27_0000001582-0", "event_type": "contract", "composite_score": 56.8, "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558"}, {"event_id": "hr7531-119", "event_type": "bill", "composite_score": 55.62, "event_summary": "Healthy Families Act"}]

ml_shap_top3:
[{"contribution": 5.2828, "factor": "jurisdiction_raw"}, {"contribution": 1.2484, "factor": "trade_before_event_raw"}, {"contribution": -1.1248, "factor": "disclosure_lag_raw"}]

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_2026-02-13_M001232_ROL
correlation_type: rollup
trade_id: quiver_2026-02-13_M001232_ROL
bioguide_id: M001232
member_name: April Mcclain Delaney
party: D
chamber: House
ticker: ROL
sector: Consumer Cyclical
industry: Personal Services
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-02-13
disclosure_date: 2026-03-10
trade_direction: buy
scored_at: 2026-05-31T15:52:02.302258+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7622-119", "event_type": "bill", "composite_score": 44.61, "event_summary": "Iran Human Rights, Internet Freedom, and Accountability Act of 2026"}, {"event_id": "hr7531-119", "event_type": "bill", "composite_score": 37.19, "event_summary": "Healthy Families Act"}, {"event_id": "hres1058-119", "event_type": "bill", "composite_score": 35.55, "event_summary": "Recognizing that it is the duty of the Federal Government to develop and implement a Transgender Bill of Rights to protect and codify the rights of transgender and nonbinary people under the law and e"}, {"event_id": "hr7479-119", "event_type": "bill", "composite_score": 34.02, "event_summary": "WORK to Save Lives Act"}, {"event_id": "hr7340-119", "event_type": "bill", "composite_score": 26.74, "event_summary": "Rebuild America’s Schools Act of 2026"}]

ml_shap_top3:
[{"contribution": -15.418, "factor": "jurisdiction_raw"}, {"contribution": 1.9425, "factor": "trade_before_event_raw"}, {"contribution": -1.0714, "factor": "disclosure_lag_raw"}]

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_2026-02-17_A000148_STT
correlation_type: rollup
trade_id: quiver_2026-02-17_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: 2026-02-17
disclosure_date: 2026-02-19
trade_direction: sell
scored_at: 2026-05-31T15:52:02.323922+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-02-27_40487291", "event_type": "contract", "composite_score": 67.89, "event_summary": "to AMPHENOL CORP | $30,043"}, {"event_id": "SUB_2026-03-05_D26P000282", "event_type": "contract", "composite_score": 63.41, "event_summary": "to AVIATRIX INC | $77,245"}, {"event_id": "hr7802-119", "event_type": "bill", "composite_score": 37.71, "event_summary": "DISCLOSE Act of 2026"}, {"event_id": "hr7832-119", "event_type": "bill", "composite_score": 37.09, "event_summary": "America’s Living Library Act"}, {"event_id": "hr7871-119", "event_type": "bill", "composite_score": 34.99, "event_summary": "MVP Act"}]

ml_shap_top3:
[{"contribution": 11.8636, "factor": "jurisdiction_raw"}, {"contribution": -5.6815, "factor": "timing_raw"}, {"contribution": 1.7968, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": 11.8636, "factor": "jurisdiction_raw"}, {"contribution": -5.6815, "factor": "timing_raw"}, {"contribution": 1.7968, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0615, "factor": "jurisdiction_raw"}, {"contribution": -0.0167, "factor": "timing_raw"}, {"contribution": -0.0142, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-02-17_L000595_EXE
correlation_type: rollup
trade_id: quiver_2026-02-17_L000595_EXE
bioguide_id: L000595
member_name: Julia Letlow
party: R
chamber: House
ticker: EXE
sector: Energy
industry: Oil & Gas E&P
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-02-17
disclosure_date: 2026-03-12
trade_direction: sell
scored_at: 2026-05-31T15:52:02.341799+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1076-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States."}, {"event_id": "hr1422-119", "event_type": "bill", "composite_score": 49.56, "event_summary": "Enhanced Iran Sanctions Act of 2025"}, {"event_id": "hr556-119", "event_type": "bill", "composite_score": 49.07, "event_summary": "Protecting Access for Hunters and Anglers Act"}, {"event_id": "hr7230-119", "event_type": "bill", "composite_score": 34.35, "event_summary": "Buying American Cotton Act of 2026"}, {"event_id": "hr1262-119", "event_type": "bill", "composite_score": 31.32, "event_summary": "Mikaela Naylon Give Kids a Chance Act"}]

ml_shap_top3_car:
[{"contribution": -0.0144, "factor": "timing_raw"}, {"contribution": 0.0081, "factor": "jurisdiction_raw"}, {"contribution": 0.0066, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-02-17_S001189_GE
correlation_type: rollup
trade_id: quiver_2026-02-17_S001189_GE
bioguide_id: S001189
member_name: Austin Scott
party: R
chamber: House
ticker: GE
sector: Industrials
industry: Aerospace & Defense
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-02-17
disclosure_date: 2026-03-12
trade_direction: sell
scored_at: 2026-05-31T15:52:02.361771+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7613-119", "event_type": "bill", "composite_score": 67.16, "event_summary": "ALERT Act"}, {"event_id": "SUB_2026-02-27_0000001582-0", "event_type": "contract", "composite_score": 58.94, "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558"}, {"event_id": "SUB_2026-03-18_L-20260770773", "event_type": "contract", "composite_score": 57.2, "event_summary": "to THE BOEING COMPANY | $128,134"}, {"event_id": "SUB_2026-03-02_5500374513", "event_type": "contract", "composite_score": 56.47, "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490"}, {"event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_type": "contract", "composite_score": 52.36, "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059"}]

ml_shap_top3:
[{"contribution": 4.8003, "factor": "jurisdiction_raw"}, {"contribution": 3.7887, "factor": "timing_raw"}, {"contribution": 1.3044, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.0054, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-02-17_S001189_GEV
correlation_type: rollup
trade_id: quiver_2026-02-17_S001189_GEV
bioguide_id: S001189
member_name: Austin Scott
party: R
chamber: House
ticker: GEV
sector: Industrials
industry: Heavy Electrical Equipment
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-02-17
disclosure_date: 2026-03-12
trade_direction: sell
scored_at: 2026-05-31T15:52:02.379735+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7613-119", "event_type": "bill", "composite_score": 67.16, "event_summary": "ALERT Act"}, {"event_id": "SUB_2026-02-27_0000001582-0", "event_type": "contract", "composite_score": 58.94, "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558"}, {"event_id": "SUB_2026-03-02_5500374513", "event_type": "contract", "composite_score": 56.47, "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490"}, {"event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_type": "contract", "composite_score": 52.36, "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059"}, {"event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_type": "contract", "composite_score": 49.56, "event_summary": "to OSHKOSH DEFENSE LLC | $191,384"}]

ml_shap_top3_car:
[{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.0054, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-02-18_A000372_INTU
correlation_type: rollup
trade_id: quiver_2026-02-18_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: 2026-02-18
disclosure_date: 2026-03-11
trade_direction: sell
scored_at: 2026-05-31T15:52:02.400008+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1076-119", "event_type": "bill", "composite_score": 45.77, "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States."}, {"event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_type": "contract", "composite_score": 34.13, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482"}, {"event_id": "hr7898-119", "event_type": "bill", "composite_score": 34.13, "event_summary": "To amend title 18, United States Code, to establish criminal penalties for interfering with National Guard protective zones."}, {"event_id": "hr1422-119", "event_type": "bill", "composite_score": 32.46, "event_summary": "Enhanced Iran Sanctions Act of 2025"}, {"event_id": "hr7421-119", "event_type": "bill", "composite_score": 26.74, "event_summary": "SAFE Olympic Sports Act"}]

ml_shap_top3:
[{"contribution": -14.0002, "factor": "jurisdiction_raw"}, {"contribution": 3.3666, "factor": "timing_raw"}, {"contribution": 1.5847, "factor": "trade_before_event_raw"}]

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_2026-02-18_C001123_PRIM
correlation_type: rollup
trade_id: quiver_2026-02-18_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: 2026-02-18
disclosure_date: 2026-03-09
trade_direction: sell
scored_at: 2026-05-31T15:52:02.417174+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7613-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "ALERT Act"}, {"event_id": "hr7623-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "Freedom House Ambulance Service Congressional Gold Medal Act"}, {"event_id": "SUB_2026-02-27_0000001582-0", "event_type": "contract", "composite_score": 59.88, "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558"}, {"event_id": "SUB_2026-03-02_5500374513", "event_type": "contract", "composite_score": 57.23, "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490"}, {"event_id": "hr7745-119", "event_type": "bill", "composite_score": 57.23, "event_summary": "To establish certain requirements relating to wellness checks for the health and welfare of certain members of the Armed Forces, and for other purposes."}]

ml_shap_top3_car:
[{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.0081, "factor": "timing_raw"}, {"contribution": 0.0031, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-02-18_S001201_AAPL
correlation_type: rollup
trade_id: quiver_2026-02-18_S001201_AAPL
bioguide_id: S001201
member_name: Thomas Suozzi
party: D
chamber: House
ticker: AAPL
sector: Information Technology
industry: Technology Hardware, Storage & Peripherals
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-02-18
disclosure_date: 2026-03-17
trade_direction: sell
scored_at: 2026-05-31T15:52:02.434710+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7602-119", "event_type": "bill", "composite_score": 69.74, "event_summary": "State of Men’s Health Act"}, {"event_id": "hr7718-119", "event_type": "bill", "composite_score": 63.03, "event_summary": "Officer John Barnes and Chief Michael Ansbro Public Safety Officers’ Benefits Program Expansion Act of 2026"}, {"event_id": "hr7735-119", "event_type": "bill", "composite_score": 61.95, "event_summary": "Improving Mental Health Support for Servicemembers and Veterans Act"}, {"event_id": "hr7747-119", "event_type": "bill", "composite_score": 58.29, "event_summary": "State Veterans Homes Inspection Simplification Act"}, {"event_id": "hr7748-119", "event_type": "bill", "composite_score": 58.29, "event_summary": "Railway Safety Act of 2026"}]

ml_shap_top3_car:
[{"contribution": -0.0124, "factor": "timing_raw"}, {"contribution": 0.0106, "factor": "jurisdiction_raw"}, {"contribution": 0.0051, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-02-18_S001201_URI
correlation_type: rollup
trade_id: quiver_2026-02-18_S001201_URI
bioguide_id: S001201
member_name: Thomas Suozzi
party: D
chamber: House
ticker: URI
sector: Industrials
industry: Rental & Leasing Services
transaction_type: sale_partial
amount_range: 15001.0
transaction_date: 2026-02-18
disclosure_date: 2026-03-17
trade_direction: sell
scored_at: 2026-05-31T15:52:02.474454+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7615-119", "event_type": "bill", "composite_score": 69.74, "event_summary": "RELIEF Act"}, {"event_id": "hr7622-119", "event_type": "bill", "composite_score": 69.74, "event_summary": "Iran Human Rights, Internet Freedom, and Accountability Act of 2026"}, {"event_id": "hr7735-119", "event_type": "bill", "composite_score": 61.95, "event_summary": "Improving Mental Health Support for Servicemembers and Veterans Act"}, {"event_id": "hr7736-119", "event_type": "bill", "composite_score": 61.95, "event_summary": "RELIEF Act"}, {"event_id": "SUB_2026-02-27_0000001582-0", "event_type": "contract", "composite_score": 60.93, "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558"}]


correlation_id: rollup__quiver_2026-02-19_A000372_KMI
correlation_type: rollup
trade_id: quiver_2026-02-19_A000372_KMI
bioguide_id: A000372
member_name: Richard W. Allen
party: R
chamber: House
ticker: KMI
sector: Energy
industry: Oil & Gas Midstream
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-02-19
disclosure_date: 2026-03-11
trade_direction: buy
scored_at: 2026-05-31T15:52:02.493901+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: high-confidence
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1076-119", "event_type": "bill", "composite_score": 64.39, "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States."}, {"event_id": "hr1422-119", "event_type": "bill", "composite_score": 50.12, "event_summary": "Enhanced Iran Sanctions Act of 2025"}, {"event_id": "hr7362-119", "event_type": "bill", "composite_score": 39.31, "event_summary": "Form 5500 Filing Simplification Act"}, {"event_id": "hr7230-119", "event_type": "bill", "composite_score": 33.79, "event_summary": "Buying American Cotton Act of 2026"}, {"event_id": "hr1262-119", "event_type": "bill", "composite_score": 31.32, "event_summary": "Mikaela Naylon Give Kids a Chance Act"}]


correlation_id: rollup__quiver_2026-02-19_B001236_UNP
correlation_type: rollup
trade_id: quiver_2026-02-19_B001236_UNP
bioguide_id: B001236
member_name: John Boozman
party: R
chamber: Senate
ticker: UNP
sector: Industrials
industry: Railroads
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-02-19
disclosure_date: 2026-03-06
trade_direction: sell
scored_at: 2026-05-31T15:52:02.513796+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-02-27_0000001582-0", "event_type": "contract", "composite_score": 60.89, "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558"}, {"event_id": "SUB_2026-03-02_5500374513", "event_type": "contract", "composite_score": 58.06, "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490"}, {"event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_type": "contract", "composite_score": 53.34, "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059"}, {"event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_type": "contract", "composite_score": 50.12, "event_summary": "to OSHKOSH DEFENSE LLC | $191,384"}, {"event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_type": "contract", "composite_score": 50.12, "event_summary": "to OSHKOSH DEFENSE LLC | $960,267"}]

ml_shap_top3_car:
[{"contribution": -0.0139, "factor": "timing_raw"}, {"contribution": 0.0081, "factor": "jurisdiction_raw"}, {"contribution": 0.0066, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-02-20_L000595_DINO
correlation_type: rollup
trade_id: quiver_2026-02-20_L000595_DINO
bioguide_id: L000595
member_name: Julia Letlow
party: R
chamber: House
ticker: DINO
sector: Energy
industry: Oil & Gas Refining & Marketing
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-02-20
disclosure_date: 2026-03-12
trade_direction: sell
scored_at: 2026-05-31T15:52:02.535102+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1076-119", "event_type": "bill", "composite_score": 65.72, "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States."}, {"event_id": "hr1422-119", "event_type": "bill", "composite_score": 50.43, "event_summary": "Enhanced Iran Sanctions Act of 2025"}, {"event_id": "hr556-119", "event_type": "bill", "composite_score": 49.83, "event_summary": "Protecting Access for Hunters and Anglers Act"}, {"event_id": "hr7230-119", "event_type": "bill", "composite_score": 33.53, "event_summary": "Buying American Cotton Act of 2026"}, {"event_id": "hr1262-119", "event_type": "bill", "composite_score": 31.32, "event_summary": "Mikaela Naylon Give Kids a Chance Act"}]

ml_shap_top3:
[{"contribution": 4.6852, "factor": "jurisdiction_raw"}, {"contribution": 2.8938, "factor": "timing_raw"}, {"contribution": 1.3044, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0085, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-02-23_M001232_CLH
correlation_type: rollup
trade_id: quiver_2026-02-23_M001232_CLH
bioguide_id: M001232
member_name: April Mcclain Delaney
party: D
chamber: House
ticker: CLH
sector: Industrials
industry: Waste Management
transaction_type: purchase
amount_range: 15001.0
transaction_date: 2026-02-23
disclosure_date: 2026-03-10
trade_direction: buy
scored_at: 2026-05-31T15:52:02.559629+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7716-119", "event_type": "bill", "composite_score": 69.74, "event_summary": "Tariff Free Farming Act"}, {"event_id": "hres1080-119", "event_type": "bill", "composite_score": 69.74, "event_summary": "Original Black History Month Resolution of 2026"}, {"event_id": "SUB_2026-02-27_0000001582-0", "event_type": "contract", "composite_score": 66.78, "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558"}, {"event_id": "SUB_2026-03-02_5500374513", "event_type": "contract", "composite_score": 63.03, "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490"}, {"event_id": "hres1106-119", "event_type": "bill", "composite_score": 60.93, "event_summary": "Honoring the life and legacy of Rev. Jesse Louis Jackson, Sr."}]


correlation_id: rollup__quiver_2026-02-23_W000802_VZ
correlation_type: rollup
trade_id: quiver_2026-02-23_W000802_VZ
bioguide_id: W000802
member_name: Sheldon Whitehouse
party: D
chamber: Senate
ticker: VZ
sector: Communication Services
industry: Integrated Telecommunication Services
transaction_type: sale_full
amount_range: 1001.0
transaction_date: 2026-02-23
disclosure_date: 2026-03-06
trade_direction: sell
scored_at: 2026-05-31T15:52:02.577397+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s4007-119", "event_type": "bill", "composite_score": 58.94, "event_summary": "Family Grocery and Farmer Relief Act"}, {"event_id": "s4029-119", "event_type": "bill", "composite_score": 55.75, "event_summary": "A bill to reinforce the Foreign Corrupt Practices Act of 1977 by establishing a limitations period of 10 years for antibribery offenses, and for other purposes."}, {"event_id": "s4107-119", "event_type": "bill", "composite_score": 51.5, "event_summary": "Antitrust Accountability and Transparency Act"}, {"event_id": "s3533-119", "event_type": "bill", "composite_score": 31.32, "event_summary": "Shadow Docket Sunlight Act of 2025"}, {"event_id": "s3582-119", "event_type": "bill", "composite_score": 31.32, "event_summary": "No Rewards for January 6 Rioters Act"}]

ml_shap_top3:
[{"contribution": -5.7754, "factor": "timing_raw"}, {"contribution": 4.5509, "factor": "jurisdiction_raw"}, {"contribution": 1.715, "factor": "trade_before_event_raw"}]

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_2026-02-24_C001047_ITW
correlation_type: rollup
trade_id: quiver_2026-02-24_C001047_ITW
bioguide_id: C001047
member_name: Shelley Moore Capito
party: R
chamber: Senate
ticker: ITW
sector: Industrials
industry: Specialty Industrial Machinery
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-02-24
disclosure_date: 2026-03-04
trade_direction: sell
scored_at: 2026-05-31T15:52:02.598565+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3900-119", "event_type": "bill", "composite_score": 72.1, "event_summary": "Iran Human Rights, Internet Freedom, and Accountability Act of 2026"}, {"event_id": "SUB_2026-03-02_5500374513", "event_type": "contract", "composite_score": 71.04, "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490"}, {"event_id": "s3917-119", "event_type": "bill", "composite_score": 70.33, "event_summary": "The Dalilah Law"}, {"event_id": "s3938-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "TAP Promotion Act"}, {"event_id": "SUB_2026-02-27_0000001582-0", "event_type": "contract", "composite_score": 67.16, "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558"}]


correlation_id: rollup__quiver_2026-02-24_C001123_ORCL
correlation_type: rollup
trade_id: quiver_2026-02-24_C001123_ORCL
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: ORCL
sector: Information Technology
industry: Application Software
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-02-24
disclosure_date: 2026-03-09
trade_direction: sell
scored_at: 2026-05-31T15:52:02.618122+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7745-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "To establish certain requirements relating to wellness checks for the health and welfare of certain members of the Armed Forces, and for other purposes."}, {"event_id": "hres1107-119", "event_type": "bill", "composite_score": 59.88, "event_summary": "Memorializing Rev. Jesse Jackson by flying the flag of the United States at halfstaff."}, {"event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_type": "contract", "composite_score": 54.46, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482"}, {"event_id": "hr1422-119", "event_type": "bill", "composite_score": 51.92, "event_summary": "Enhanced Iran Sanctions Act of 2025"}, {"event_id": "hr7977-119", "event_type": "bill", "composite_score": 51.5, "event_summary": "Energy Bills Relief Act"}]

ml_shap_top3:
[{"contribution": 4.5442, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": 4.5442, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0138, "factor": "timing_raw"}, {"contribution": 0.0077, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-02-25_M001190_AZO
correlation_type: rollup
trade_id: quiver_2026-02-25_M001190_AZO
bioguide_id: M001190
member_name: Markwayne Mullin
party: R
chamber: Senate
ticker: AZO
sector: Consumer Cyclical
industry: Auto Parts
transaction_type: sale_full
amount_range: 50001.0
transaction_date: 2026-02-25
disclosure_date: 2026-03-10
trade_direction: sell
scored_at: 2026-05-31T15:52:02.637706+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "sres602-119", "event_type": "bill", "composite_score": 13.95, "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games."}]

ml_shap_top3:
[{"contribution": -14.5038, "factor": "jurisdiction_raw"}, {"contribution": -11.7607, "factor": "timing_raw"}, {"contribution": -10.9207, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": -14.5038, "factor": "jurisdiction_raw"}, {"contribution": -11.7607, "factor": "timing_raw"}, {"contribution": -10.9207, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0411, "factor": "jurisdiction_raw"}, {"contribution": -0.0407, "factor": "multiple_signals_raw"}, {"contribution": 0.0078, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-02-25_M001190_INTU
correlation_type: rollup
trade_id: quiver_2026-02-25_M001190_INTU
bioguide_id: M001190
member_name: Markwayne Mullin
party: R
chamber: Senate
ticker: INTU
sector: Technology
industry: Software - Application
transaction_type: sale_full
amount_range: 15001.0
transaction_date: 2026-02-25
disclosure_date: 2026-03-10
trade_direction: sell
scored_at: 2026-05-31T15:52:02.655714+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3909-119", "event_type": "bill", "composite_score": 54.73, "event_summary": "Stop Illegal Alien Cops Act"}, {"event_id": "s3946-119", "event_type": "bill", "composite_score": 52.96, "event_summary": "Tribal Firearm Access Act"}, {"event_id": "SUB_2026-03-23_SVI-2319057-TCI-2544", "event_type": "contract", "composite_score": 51.17, "event_summary": "to TIDEWATER CONTRACTING, INC. | $195,421"}, {"event_id": "SUB_2026-03-23_Y260001944", "event_type": "contract", "composite_score": 51.17, "event_summary": "to TERADYNE, INC | $31,838"}, {"event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_type": "contract", "composite_score": 37.71, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482"}]


correlation_id: rollup__quiver_2026-02-25_M001190_UNH
correlation_type: rollup
trade_id: quiver_2026-02-25_M001190_UNH
bioguide_id: M001190
member_name: Markwayne Mullin
party: R
chamber: Senate
ticker: UNH
sector: Health Care
industry: Managed Health Care
transaction_type: purchase
amount_range: 50001.0
transaction_date: 2026-02-25
disclosure_date: 2026-03-10
trade_direction: buy
scored_at: 2026-05-31T15:52:02.674060+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "s3945-119", "event_type": "bill", "composite_score": 73.49, "event_summary": "Tribal Police Department Parity Act"}, {"event_id": "s3994-119", "event_type": "bill", "composite_score": 65.14, "event_summary": "PRIME Meat Processing in Indian Country Act"}, {"event_id": "SUB_2026-03-20_42HAL00174", "event_type": "contract", "composite_score": 35.86, "event_summary": "to ANIXTER INC | $56,901"}, {"event_id": "s3302-119", "event_type": "bill", "composite_score": 34.48, "event_summary": "Mikaela Naylon Give Kids a Chance Act of 2025"}, {"event_id": "s3478-119", "event_type": "bill", "composite_score": 34.48, "event_summary": "Indian Buffalo Management Act"}]

ml_shap_top3_car:
[{"contribution": 0.0107, "factor": "jurisdiction_raw"}, {"contribution": -0.0086, "factor": "timing_raw"}, {"contribution": -0.0039, "factor": "amount_raw"}]


correlation_id: rollup__quiver_2026-02-26_G000583_FSS
correlation_type: rollup
trade_id: quiver_2026-02-26_G000583_FSS
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: FSS
sector: Industrials
industry: Pollution & Treatment Controls
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-02-26
disclosure_date: 2026-03-16
trade_direction: buy
scored_at: 2026-05-31T15:52:02.694865+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-02-27_0000001582-0", "event_type": "contract", "composite_score": 70.33, "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558"}, {"event_id": "SUB_2026-03-02_5500374513", "event_type": "contract", "composite_score": 65.72, "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490"}, {"event_id": "hres1098-119", "event_type": "bill", "composite_score": 64.39, "event_summary": "Expressing support for the designation of March 3, 2026, as \"National Triple-Negative Breast Cancer Day\"."}, {"event_id": "hconres75-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "Directing the President, pursuant to section 5(c) of the War Powers Resolution, to remove the United States Armed Forces from hostilities against the Islamic Republic of Iran."}, {"event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_type": "contract", "composite_score": 58.06, "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059"}]


correlation_id: rollup__quiver_2026-02-26_T000490_CVX
correlation_type: rollup
trade_id: quiver_2026-02-26_T000490_CVX
bioguide_id: T000490
member_name: David J. Taylor
party: R
chamber: House
ticker: CVX
sector: Energy
industry: Integrated Oil & Gas
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-02-26
disclosure_date: 2026-03-06
trade_direction: sell
scored_at: 2026-05-31T15:52:02.711794+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7747-119", "event_type": "bill", "composite_score": 65.72, "event_summary": "State Veterans Homes Inspection Simplification Act"}, {"event_id": "hr1422-119", "event_type": "bill", "composite_score": 52.83, "event_summary": "Enhanced Iran Sanctions Act of 2025"}, {"event_id": "hr2474-119", "event_type": "bill", "composite_score": 49.83, "event_summary": "Expanding Appalachia’s Broadband Access Act"}, {"event_id": "hr6427-119", "event_type": "bill", "composite_score": 49.83, "event_summary": "Airport Regulatory Relief Act of 2025"}, {"event_id": "hr8079-119", "event_type": "bill", "composite_score": 49.83, "event_summary": "Diesel Truck Liberation Act of 2026"}]

ml_shap_top3_car:
[{"contribution": 0.0085, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-02-26_T000490_ETN
correlation_type: rollup
trade_id: quiver_2026-02-26_T000490_ETN
bioguide_id: T000490
member_name: David J. Taylor
party: R
chamber: House
ticker: ETN
sector: Industrials
industry: Specialty Industrial Machinery
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-02-26
disclosure_date: 2026-03-06
trade_direction: sell
scored_at: 2026-05-31T15:52:02.729096+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-02_5500374513", "event_type": "contract", "composite_score": 73.62, "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490"}, {"event_id": "SUB_2026-02-27_0000001582-0", "event_type": "contract", "composite_score": 70.33, "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558"}, {"event_id": "hr7809-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "To designate the facility of the United States Postal Service located at 201 East Grant Avenue in Georgetown, Ohio, as the \"Ulysses S. Grant Post Office Building\"."}, {"event_id": "SUB_2026-03-18_ASPHALT TESTING SERVICES 25-106", "event_type": "contract", "composite_score": 60.25, "event_summary": "to ASPHALT TESTING SERVICES ATS, LLC | $353,500"}, {"event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_type": "contract", "composite_score": 58.06, "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059"}]

ml_shap_top3:
[{"contribution": 12.0923, "factor": "jurisdiction_raw"}, {"contribution": 3.1206, "factor": "timing_raw"}, {"contribution": 1.401, "factor": "trade_before_event_raw"}]

ml_shap_top3_distill:
[{"contribution": 12.0923, "factor": "jurisdiction_raw"}, {"contribution": 3.1206, "factor": "timing_raw"}, {"contribution": 1.401, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0415, "factor": "jurisdiction_raw"}, {"contribution": 0.0141, "factor": "amount_raw"}, {"contribution": 0.0104, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-02-26_T000490_PG
correlation_type: rollup
trade_id: quiver_2026-02-26_T000490_PG
bioguide_id: T000490
member_name: David J. Taylor
party: R
chamber: House
ticker: PG
sector: Consumer Staples
industry: Household Products
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-02-26
disclosure_date: 2026-03-06
trade_direction: sell
scored_at: 2026-05-31T15:52:02.767104+00:00
engine_version: 1.2.0
severity_tier: low
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr8028-119", "event_type": "bill", "composite_score": 51.92, "event_summary": "SNAP Fraud Reporting Act of 2026"}, {"event_id": "hr7476-119", "event_type": "bill", "composite_score": 38.69, "event_summary": "Water Infrastructure Assistance Reauthorization Act"}, {"event_id": "hr6899-119", "event_type": "bill", "composite_score": 31.32, "event_summary": "CFTC Advisory Committee Improvement Act of 2025"}, {"event_id": "hr6949-119", "event_type": "bill", "composite_score": 31.32, "event_summary": "Upward Mobility Act of 2026"}, {"event_id": "hr6520-119", "event_type": "bill", "composite_score": 31.32, "event_summary": "SNAP Data Transparency and Oversight Act of 2025"}]

ml_shap_top3:
[{"contribution": -10.975, "factor": "timing_raw"}, {"contribution": 5.3998, "factor": "jurisdiction_raw"}, {"contribution": 1.9202, "factor": "trade_before_event_raw"}]

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_2026-02-26_T000490_V
correlation_type: rollup
trade_id: quiver_2026-02-26_T000490_V
bioguide_id: T000490
member_name: David J. Taylor
party: R
chamber: House
ticker: V
sector: Financials
industry: Transaction & Payment Processing Services
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-02-26
disclosure_date: 2026-03-06
trade_direction: buy
scored_at: 2026-05-31T15:52:02.817571+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7747-119", "event_type": "bill", "composite_score": 65.72, "event_summary": "State Veterans Homes Inspection Simplification Act"}, {"event_id": "hr7809-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "To designate the facility of the United States Postal Service located at 201 East Grant Avenue in Georgetown, Ohio, as the \"Ulysses S. Grant Post Office Building\"."}, {"event_id": "hr8028-119", "event_type": "bill", "composite_score": 51.92, "event_summary": "SNAP Fraud Reporting Act of 2026"}, {"event_id": "SUB_2026-02-27_40487291", "event_type": "contract", "composite_score": 51.91, "event_summary": "to AMPHENOL CORP | $30,043"}, {"event_id": "SUB_2026-03-05_D26P000282", "event_type": "contract", "composite_score": 43.56, "event_summary": "to AVIATRIX INC | $77,245"}]


correlation_id: rollup__quiver_2026-02-27_G000583_PANW
correlation_type: rollup
trade_id: quiver_2026-02-27_G000583_PANW
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: PANW
sector: Information Technology
industry: Systems Software
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-02-27
disclosure_date: 2026-03-16
trade_direction: sell
scored_at: 2026-05-31T15:52:02.836833+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hres1098-119", "event_type": "bill", "composite_score": 65.72, "event_summary": "Expressing support for the designation of March 3, 2026, as \"National Triple-Negative Breast Cancer Day\"."}, {"event_id": "hr7802-119", "event_type": "bill", "composite_score": 64.39, "event_summary": "DISCLOSE Act of 2026"}, {"event_id": "hr7826-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "HBCU AI Research Leadership Act"}, {"event_id": "hr7870-119", "event_type": "bill", "composite_score": 58.94, "event_summary": "ICE Standards Act"}, {"event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_type": "contract", "composite_score": 56.47, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482"}]


correlation_id: rollup__quiver_2026-03-01_M000355_WFC
correlation_type: rollup
trade_id: quiver_2026-03-01_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: 2026-03-01
disclosure_date: 2026-03-19
trade_direction: buy
scored_at: 2026-05-31T15:52:02.865754+00:00
engine_version: 1.2.0
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": 43.09, "event_summary": "to AVIATRIX INC | $77,245"}, {"event_id": "SUB_2026-02-27_40487291", "event_type": "contract", "composite_score": 30.29, "event_summary": "to AMPHENOL CORP | $30,043"}]

ml_shap_top3_distill:
[{"contribution": -14.3347, "factor": "jurisdiction_raw"}, {"contribution": 5.9091, "factor": "timing_raw"}, {"contribution": -3.2793, "factor": "multiple_signals_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0165, "factor": "jurisdiction_raw"}, {"contribution": -0.0162, "factor": "multiple_signals_raw"}, {"contribution": 0.0155, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-03-02_C001123_FSS
correlation_type: rollup
trade_id: quiver_2026-03-02_C001123_FSS
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: FSS
sector: Industrials
industry: Pollution & Treatment Controls
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-02
disclosure_date: 2026-03-09
trade_direction: buy
scored_at: 2026-05-31T15:52:02.884048+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-02_5500374513", "event_type": "contract", "composite_score": 72.1, "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490"}, {"event_id": "hr7745-119", "event_type": "bill", "composite_score": 72.1, "event_summary": "To establish certain requirements relating to wellness checks for the health and welfare of certain members of the Armed Forces, and for other purposes."}, {"event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_type": "contract", "composite_score": 61.98, "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059"}, {"event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_type": "contract", "composite_score": 55.08, "event_summary": "to OSHKOSH DEFENSE LLC | $191,384"}, {"event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_type": "contract", "composite_score": 55.08, "event_summary": "to OSHKOSH DEFENSE LLC | $960,267"}]


correlation_id: rollup__quiver_2026-03-02_C001123_THR
correlation_type: rollup
trade_id: quiver_2026-03-02_C001123_THR
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: THR
sector: Industrials
industry: Specialty Industrial Machinery
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-03-02
disclosure_date: 2026-03-09
trade_direction: sell
scored_at: 2026-05-31T15:52:02.901281+00:00
engine_version: 1.2.0
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-02_5500374513", "event_type": "contract", "composite_score": 79.99, "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490"}, {"event_id": "hr7745-119", "event_type": "bill", "composite_score": 72.1, "event_summary": "To establish certain requirements relating to wellness checks for the health and welfare of certain members of the Armed Forces, and for other purposes."}, {"event_id": "SUB_2026-03-18_ASPHALT TESTING SERVICES 25-106", "event_type": "contract", "composite_score": 62.36, "event_summary": "to ASPHALT TESTING SERVICES ATS, LLC | $353,500"}, {"event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_type": "contract", "composite_score": 61.98, "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059"}, {"event_id": "hr1422-119", "event_type": "bill", "composite_score": 55.08, "event_summary": "Enhanced Iran Sanctions Act of 2025"}]

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_2026-03-03_C001123_ITT
correlation_type: rollup
trade_id: quiver_2026-03-03_C001123_ITT
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: ITT
sector: Industrials
industry: Industrial Machinery & Supplies & Components
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-03
disclosure_date: 2026-04-07
trade_direction: buy
scored_at: 2026-06-01T01:02:52.633012+00:00
engine_version: 1.2.0
company_name: ITT Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_type": "contract", "composite_score": 68.41, "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059"}, {"event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_type": "contract", "composite_score": 61.01, "event_summary": "to OSHKOSH DEFENSE LLC | $960,267"}, {"event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_type": "contract", "composite_score": 61.01, "event_summary": "to OSHKOSH DEFENSE LLC | $191,384"}, {"event_id": "hr1422-119", "event_type": "bill", "composite_score": 61.01, "event_summary": "Enhanced Iran Sanctions Act of 2025"}, {"event_id": "SUB_2026-03-18_L-20260770773", "event_type": "contract", "composite_score": 60.35, "event_summary": "to THE BOEING COMPANY | $128,134"}]

ml_shap_top3_distill:
[{"contribution": 4.7975, "factor": "disclosure_lag_raw"}, {"contribution": 4.2652, "factor": "jurisdiction_raw"}, {"contribution": 1.2357, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0217, "factor": "timing_raw"}, {"contribution": -0.0115, "factor": "disclosure_lag_raw"}, {"contribution": 0.0113, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-03-03_C001123_EPAC
correlation_type: rollup
trade_id: quiver_2026-03-03_C001123_EPAC
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: EPAC
sector: Industrials
industry: Specialty Industrial Machinery
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-03
disclosure_date: 2026-04-07
trade_direction: buy
scored_at: 2026-06-01T01:02:53.023238+00:00
engine_version: 1.2.0
company_name: Enerpac Tool Group Corp.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_type": "contract", "composite_score": 68.41, "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059"}, {"event_id": "SUB_2026-03-18_ASPHALT TESTING SERVICES 25-106", "event_type": "contract", "composite_score": 68.24, "event_summary": "to ASPHALT TESTING SERVICES ATS, LLC | $353,500"}, {"event_id": "SUB_2026-03-02_5500374513", "event_type": "contract", "composite_score": 67.72, "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490"}, {"event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_type": "contract", "composite_score": 61.01, "event_summary": "to OSHKOSH DEFENSE LLC | $960,267"}, {"event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_type": "contract", "composite_score": 61.01, "event_summary": "to OSHKOSH DEFENSE LLC | $191,384"}]

ml_shap_top3_distill:
[{"contribution": 4.7975, "factor": "disclosure_lag_raw"}, {"contribution": 4.2652, "factor": "jurisdiction_raw"}, {"contribution": 1.2357, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0217, "factor": "timing_raw"}, {"contribution": -0.0115, "factor": "disclosure_lag_raw"}, {"contribution": 0.0113, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-03-03_C001123_AVAV
correlation_type: rollup
trade_id: quiver_2026-03-03_C001123_AVAV
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: AVAV
sector: Aerospace & Defense
industry: Aerospace & Defense
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-03
disclosure_date: 2026-04-07
trade_direction: buy
scored_at: 2026-06-01T01:02:55.643433+00:00
engine_version: 1.2.0
company_name: AeroVironment, 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": 68.24, "event_summary": "to THE BOEING COMPANY | $128,134"}, {"event_id": "SUB_2026-03-25_D26P000395", "event_type": "contract", "composite_score": 64.67, "event_summary": "to THE BOEING COMPANY | $135,778"}, {"event_id": "SUB_2026-03-27_D26P000437", "event_type": "contract", "composite_score": 63.93, "event_summary": "to THE BOEING COMPANY | $262,452"}, {"event_id": "hr1422-119", "event_type": "bill", "composite_score": 61.01, "event_summary": "Enhanced Iran Sanctions Act of 2025"}, {"event_id": "hr7977-119", "event_type": "bill", "composite_score": 60.35, "event_summary": "Energy Bills Relief Act"}]

ml_shap_top3_distill:
[{"contribution": 11.4904, "factor": "jurisdiction_raw"}, {"contribution": -8.5419, "factor": "timing_raw"}, {"contribution": 4.3666, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0375, "factor": "jurisdiction_raw"}, {"contribution": -0.0294, "factor": "disclosure_lag_raw"}, {"contribution": -0.0161, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-03-04_B001325_IBIT
correlation_type: rollup
trade_id: quiver_2026-03-04_B001325_IBIT
bioguide_id: B001325
member_name: Sheri Biggs
party: R
chamber: House
ticker: IBIT
transaction_type: purchase
amount_range: 100001.0
transaction_date: 2026-03-04
disclosure_date: 2026-04-16
trade_direction: buy
scored_at: 2026-06-02T01:24:34.925174+00:00
engine_version: 1.2.0
company_name: iShares Bitcoin Trust ETF
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7874-119", "event_type": "bill", "composite_score": 61.76, "event_summary": "Mail Ballot Integrity Act"}, {"event_id": "hr7898-119", "event_type": "bill", "composite_score": 58.26, "event_summary": "To amend title 18, United States Code, to establish criminal penalties for interfering with National Guard protective zones."}, {"event_id": "hr7902-119", "event_type": "bill", "composite_score": 58.26, "event_summary": "Safeguarding Women from Chemical Abortion Act"}, {"event_id": "hr1422-119", "event_type": "bill", "composite_score": 53.84, "event_summary": "Enhanced Iran Sanctions Act of 2025"}, {"event_id": "hr7983-119", "event_type": "bill", "composite_score": 53.12, "event_summary": "Clean Water for All Life Act"}]

ml_shap_top3_distill:
[{"contribution": -13.6106, "factor": "jurisdiction_raw"}, {"contribution": 9.297, "factor": "disclosure_lag_raw"}, {"contribution": 4.7414, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0663, "factor": "amount_raw"}, {"contribution": -0.0407, "factor": "jurisdiction_raw"}, {"contribution": 0.0228, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-03-05_G000583_CBZ
correlation_type: rollup
trade_id: quiver_2026-03-05_G000583_CBZ
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: CBZ
sector: Industrials
industry: Specialty Business Services
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-03-05
disclosure_date: 2026-04-08
trade_direction: sell
scored_at: 2026-06-03T01:48:03.226513+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": "SUB_2026-03-09_MASI0-MAT0037721", "event_type": "contract", "composite_score": 69.94, "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059"}, {"event_id": "hr7910-119", "event_type": "bill", "composite_score": 66.19, "event_summary": "ACTION for National Service Act"}, {"event_id": "SUB_2026-03-23_SVI-2319057-ABM-6558", "event_type": "contract", "composite_score": 65.44, "event_summary": "to ABM ELECTRICAL POWER SOLUTIONS LLC | $38,760"}, {"event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_type": "contract", "composite_score": 61.45, "event_summary": "to OSHKOSH DEFENSE LLC | $960,267"}, {"event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_type": "contract", "composite_score": 61.45, "event_summary": "to OSHKOSH DEFENSE LLC | $191,384"}]

ml_shap_top3_distill:
[{"contribution": 4.3409, "factor": "jurisdiction_raw"}, {"contribution": 3.7148, "factor": "disclosure_lag_raw"}, {"contribution": 3.0646, "factor": "timing_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0325, "factor": "disclosure_lag_raw"}, {"contribution": 0.014, "factor": "timing_raw"}, {"contribution": 0.0119, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-03-05_B001236_MSFT
correlation_type: rollup
trade_id: quiver_2026-03-05_B001236_MSFT
bioguide_id: B001236
member_name: John Boozman
party: R
chamber: Senate
ticker: MSFT
sector: Information Technology
industry: Systems Software
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-05
disclosure_date: 2026-04-14
trade_direction: buy
scored_at: 2026-06-03T01:48:03.226885+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": "SUB_2026-03-12_S25A00021-SCTO-01", "event_type": "contract", "composite_score": 72.51, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482"}, {"event_id": "s4197-119", "event_type": "bill", "composite_score": 62.89, "event_summary": "Veterans Outdoor Rehabilitation Act"}, {"event_id": "s4220-119", "event_type": "bill", "composite_score": 62.45, "event_summary": "Veterans Health Administration Novel Therapeutics Preparedness Act"}, {"event_id": "s4249-119", "event_type": "bill", "composite_score": 62.45, "event_summary": "FARM Stability Act"}, {"event_id": "s3898-119", "event_type": "bill", "composite_score": 54.64, "event_summary": "Gerald’s Law Reauthorization Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": 8.0727, "factor": "disclosure_lag_raw"}, {"contribution": 5.3044, "factor": "jurisdiction_raw"}, {"contribution": 1.2844, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0598, "factor": "disclosure_lag_raw"}, {"contribution": -0.0322, "factor": "timing_raw"}, {"contribution": 0.0138, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-03-05_H001082_ICLR
correlation_type: rollup
trade_id: quiver_2026-03-05_H001082_ICLR
bioguide_id: H001082
member_name: Kevin Hern
party: R
chamber: House
ticker: ICLR
sector: Healthcare
industry: Diagnostics & Research
transaction_type: sale_partial
amount_range: 100001.0
transaction_date: 2026-03-05
disclosure_date: 2026-04-03
trade_direction: sell
scored_at: 2026-06-03T01:48:03.223522+00:00
engine_version: 1.2.0
company_name: ICON plc
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-20_42HAL00174", "event_type": "contract", "composite_score": 60.35, "event_summary": "to ANIXTER INC | $56,901"}, {"event_id": "hr7905-119", "event_type": "bill", "composite_score": 48.82, "event_summary": "Diabetes Foot Health Access and Modernization Act of 2026"}, {"event_id": "hr8034-119", "event_type": "bill", "composite_score": 41.92, "event_summary": "Protecting America’s Small Oil and Gas Producers and Rural Jobs Act"}, {"event_id": "hr8101-119", "event_type": "bill", "composite_score": 38.76, "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)"}, {"event_id": "hr7527-119", "event_type": "bill", "composite_score": 22.99, "event_summary": "Pay Less at the Pump Act of 2026"}]

ml_shap_top3_distill:
[{"contribution": -8.4452, "factor": "timing_raw"}, {"contribution": 5.5193, "factor": "jurisdiction_raw"}, {"contribution": 2.4113, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0307, "factor": "timing_raw"}, {"contribution": 0.0191, "factor": "jurisdiction_raw"}, {"contribution": 0.0092, "factor": "multiple_signals_raw"}]


correlation_id: rollup__quiver_2026-03-05_G000583_NTES
correlation_type: rollup
trade_id: quiver_2026-03-05_G000583_NTES
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: NTES
sector: Communication Services
industry: Electronic Gaming & Multimedia
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-03-05
disclosure_date: 2026-04-08
trade_direction: sell
scored_at: 2026-06-03T01:48:03.224818+00:00
engine_version: 1.2.0
company_name: NetEase, Inc.
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr7826-119", "event_type": "bill", "composite_score": 76.31, "event_summary": "HBCU AI Research Leadership Act"}, {"event_id": "hr7870-119", "event_type": "bill", "composite_score": 69.94, "event_summary": "ICE Standards Act"}, {"event_id": "hr7877-119", "event_type": "bill", "composite_score": 61.45, "event_summary": "Shane DiGiovanna Act"}, {"event_id": "hr7968-119", "event_type": "bill", "composite_score": 61.45, "event_summary": "Small AI Innovators Empowerment Act"}, {"event_id": "hr1422-119", "event_type": "bill", "composite_score": 61.45, "event_summary": "Enhanced Iran Sanctions Act of 2025"}]

ml_shap_top3_distill:
[{"contribution": 7.4969, "factor": "timing_raw"}, {"contribution": 4.6735, "factor": "jurisdiction_raw"}, {"contribution": 3.6414, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0276, "factor": "disclosure_lag_raw"}, {"contribution": 0.0252, "factor": "timing_raw"}, {"contribution": 0.0134, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-03-06_G000583_NOW
correlation_type: rollup
trade_id: quiver_2026-03-06_G000583_NOW
bioguide_id: G000583
member_name: Josh Gottheimer
party: D
chamber: House
ticker: NOW
sector: Information Technology
industry: Application Software
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-06
disclosure_date: 2026-04-08
trade_direction: buy
scored_at: 2026-06-04T02:27:04.331353+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": "hr7870-119", "event_type": "bill", "composite_score": 70.32, "event_summary": "ICE Standards Act"}, {"event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_type": "contract", "composite_score": 66.3, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482"}, {"event_id": "hr7877-119", "event_type": "bill", "composite_score": 61.21, "event_summary": "Shane DiGiovanna Act"}, {"event_id": "hr7968-119", "event_type": "bill", "composite_score": 61.21, "event_summary": "Small AI Innovators Empowerment Act"}, {"event_id": "hr1422-119", "event_type": "bill", "composite_score": 61.21, "event_summary": "Enhanced Iran Sanctions Act of 2025"}]

ml_shap_top3_distill:
[{"contribution": 4.8581, "factor": "jurisdiction_raw"}, {"contribution": 4.0514, "factor": "timing_raw"}, {"contribution": 2.2508, "factor": "disclosure_lag_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0293, "factor": "disclosure_lag_raw"}, {"contribution": 0.013, "factor": "timing_raw"}, {"contribution": 0.0099, "factor": "jurisdiction_raw"}]


correlation_id: rollup__quiver_2026-03-09_C001123_FSS
correlation_type: rollup
trade_id: quiver_2026-03-09_C001123_FSS
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: FSS
sector: Industrials
industry: Pollution & Treatment Controls
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-09
disclosure_date: 2026-04-07
trade_direction: buy
scored_at: 2026-06-07T01:31:19.689155+00:00
engine_version: 1.2.0
company_name: Federal Signal Corporation
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_type": "contract", "composite_score": 72.1, "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059"}, {"event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_type": "contract", "composite_score": 60.89, "event_summary": "to OSHKOSH DEFENSE LLC | $960,267"}, {"event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_type": "contract", "composite_score": 60.89, "event_summary": "to OSHKOSH DEFENSE LLC | $191,384"}, {"event_id": "hr1422-119", "event_type": "bill", "composite_score": 60.89, "event_summary": "Enhanced Iran Sanctions Act of 2025"}, {"event_id": "SUB_2026-03-18_L-20260770773", "event_type": "contract", "composite_score": 59.88, "event_summary": "to THE BOEING COMPANY | $128,134"}]


correlation_id: rollup__quiver_2026-03-10_D000399_JNJ
correlation_type: rollup
trade_id: quiver_2026-03-10_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: 2026-03-10
disclosure_date: 2026-04-06
trade_direction: buy
scored_at: 2026-06-08T01:04:01.156447+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": "hconres78-119", "event_type": "bill", "composite_score": 68.69, "event_summary": "Expressing support for the recognition of March 10, 2026, as \"Abortion Provider Appreciation Day\"."}, {"event_id": "hr7977-119", "event_type": "bill", "composite_score": 60.89, "event_summary": "Energy Bills Relief Act"}, {"event_id": "hr8100-119", "event_type": "bill", "composite_score": 54.46, "event_summary": "Safe Staffing Saves Lives Act"}, {"event_id": "hconres81-119", "event_type": "bill", "composite_score": 54.46, "event_summary": "Recognizing the significance of equal pay and the disparity between wages paid to men and women."}, {"event_id": "hjres155-119", "event_type": "bill", "composite_score": 49.07, "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"}]


correlation_id: rollup__quiver_2026-03-11_T000490_MPC
correlation_type: rollup
trade_id: quiver_2026-03-11_T000490_MPC
bioguide_id: T000490
member_name: David J. Taylor
party: R
chamber: House
ticker: MPC
sector: Energy
industry: Oil & Gas Refining & Marketing
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-03-11
disclosure_date: 2026-03-20
trade_direction: sell
scored_at: 2026-06-09T11:55:26.685887+00:00
engine_version: 1.2.0
company_name: Marathon Petroleum Corporation
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr1422-119", "event_type": "bill", "composite_score": 63.14, "event_summary": "Enhanced Iran Sanctions Act of 2025"}, {"event_id": "hr6427-119", "event_type": "bill", "composite_score": 55.75, "event_summary": "Airport Regulatory Relief Act of 2025"}, {"event_id": "hr8079-119", "event_type": "bill", "composite_score": 55.75, "event_summary": "Diesel Truck Liberation Act of 2026"}, {"event_id": "hr2474-119", "event_type": "bill", "composite_score": 55.75, "event_summary": "Expanding Appalachia’s Broadband Access Act"}, {"event_id": "hr8192-119", "event_type": "bill", "composite_score": 51.5, "event_summary": "Nitazene Response Act"}]

ml_shap_top3_distill:
[{"contribution": 4.5442, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0138, "factor": "timing_raw"}, {"contribution": 0.0077, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-03-12_T000490_CVX
correlation_type: rollup
trade_id: quiver_2026-03-12_T000490_CVX
bioguide_id: T000490
member_name: David J. Taylor
party: R
chamber: House
ticker: CVX
sector: Energy
industry: Integrated Oil & Gas
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-03-12
disclosure_date: 2026-03-20
trade_direction: sell
scored_at: 2026-06-10T01:20:53.318759+00:00
engine_version: 1.2.0
company_name: Chevron 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": 64.39, "event_summary": "Enhanced Iran Sanctions Act of 2025"}, {"event_id": "hr6427-119", "event_type": "bill", "composite_score": 56.47, "event_summary": "Airport Regulatory Relief Act of 2025"}, {"event_id": "hr8079-119", "event_type": "bill", "composite_score": 56.47, "event_summary": "Diesel Truck Liberation Act of 2026"}, {"event_id": "hr2474-119", "event_type": "bill", "composite_score": 56.47, "event_summary": "Expanding Appalachia’s Broadband Access Act"}, {"event_id": "hr8192-119", "event_type": "bill", "composite_score": 51.92, "event_summary": "Nitazene Response Act"}]


correlation_id: rollup__quiver_2026-03-12_T000490_PH
correlation_type: rollup
trade_id: quiver_2026-03-12_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: 2026-03-12
disclosure_date: 2026-03-20
trade_direction: buy
scored_at: 2026-06-10T01:20:53.319584+00:00
engine_version: 1.2.0
company_name: Parker-Hannifin Corporation
severity_tier: medium
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-18_ASPHALT TESTING SERVICES 25-106", "event_type": "contract", "composite_score": 71.04, "event_summary": "to ASPHALT TESTING SERVICES ATS, LLC | $353,500"}, {"event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_type": "contract", "composite_score": 64.39, "event_summary": "to OSHKOSH DEFENSE LLC | $960,267"}, {"event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_type": "contract", "composite_score": 64.39, "event_summary": "to OSHKOSH DEFENSE LLC | $191,384"}, {"event_id": "hr1422-119", "event_type": "bill", "composite_score": 64.39, "event_summary": "Enhanced Iran Sanctions Act of 2025"}, {"event_id": "SUB_2026-03-18_L-20260770773", "event_type": "contract", "composite_score": 63.14, "event_summary": "to THE BOEING COMPANY | $128,134"}]

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_2026-03-12_C001123_DBRG
correlation_type: rollup
trade_id: quiver_2026-03-12_C001123_DBRG
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: DBRG
sector: Financial Services
industry: Asset Management
transaction_type: sale_partial
amount_range: 50001.0
transaction_date: 2026-03-12
disclosure_date: 2026-04-07
trade_direction: sell
scored_at: 2026-06-10T01:20:53.320020+00:00
engine_version: 1.2.0
company_name: DigitalBridge Group, 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": 57.26, "event_summary": "to AVIATRIX INC | $77,245"}, {"event_id": "SUB_2026-02-27_40487291", "event_type": "contract", "composite_score": 51.75, "event_summary": "to AMPHENOL CORP | $30,043"}, {"event_id": "hr7977-119", "event_type": "bill", "composite_score": 47.88, "event_summary": "Energy Bills Relief Act"}, {"event_id": "hr7806-119", "event_type": "bill", "composite_score": 29.86, "event_summary": "Direct File Act of 2026"}, {"event_id": "hres1061-119", "event_type": "bill", "composite_score": 18.52, "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026."}]

ml_shap_top3_distill:
[{"contribution": -12.2986, "factor": "trade_before_event_raw"}, {"contribution": 12.1035, "factor": "jurisdiction_raw"}, {"contribution": 1.8783, "factor": "amount_raw"}]

ml_shap_top3_car:
[{"contribution": -0.0612, "factor": "jurisdiction_raw"}, {"contribution": -0.0228, "factor": "amount_raw"}, {"contribution": -0.0218, "factor": "timing_raw"}]


correlation_id: rollup__quiver_2026-03-12_M001236_LGIH
correlation_type: rollup
trade_id: quiver_2026-03-12_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: 2026-03-12
disclosure_date: 2026-03-24
trade_direction: buy
scored_at: 2026-06-10T01:20:53.320133+00:00
engine_version: 1.2.0
company_name: LGI Homes, Inc.
severity_tier: low
ml_agreement: diverged
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr3410-119", "event_type": "bill", "composite_score": 39.09, "event_summary": "Supersonic Aviation Modernization Act"}, {"event_id": "hr7548-119", "event_type": "bill", "composite_score": 16.42, "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": -0.0131, "factor": "jurisdiction_raw"}, {"contribution": 0.0095, "factor": "amount_raw"}, {"contribution": 0.009, "factor": "disclosure_lag_raw"}]


correlation_id: rollup__quiver_2026-03-13_C001123_FTNT
correlation_type: rollup
trade_id: quiver_2026-03-13_C001123_FTNT
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: FTNT
sector: Information Technology
industry: Systems Software
transaction_type: purchase
amount_range: 1001.0
transaction_date: 2026-03-13
disclosure_date: 2026-04-07
trade_direction: buy
scored_at: 2026-06-11T02:26:56.621223+00:00
engine_version: 1.2.0
company_name: Fortinet, Inc.
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr1422-119", "event_type": "bill", "composite_score": 65.72, "event_summary": "Enhanced Iran Sanctions Act of 2025"}, {"event_id": "hr7977-119", "event_type": "bill", "composite_score": 64.39, "event_summary": "Energy Bills Relief Act"}, {"event_id": "hr8031-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "To repeal the Executive order entitled \"Ensuring a National Policy Framework for Artificial Intelligence\"."}, {"event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_type": "contract", "composite_score": 54.56, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482"}, {"event_id": "hr8175-119", "event_type": "bill", "composite_score": 52.36, "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"}]


correlation_id: rollup__quiver_2026-03-13_C001123_UPS
correlation_type: rollup
trade_id: quiver_2026-03-13_C001123_UPS
bioguide_id: C001123
member_name: Gilbert Cisneros
party: D
chamber: House
ticker: UPS
sector: Industrials
industry: Integrated Freight & Logistics
transaction_type: sale_partial
amount_range: 1001.0
transaction_date: 2026-03-13
disclosure_date: 2026-04-07
trade_direction: sell
scored_at: 2026-06-11T02:26:56.622159+00:00
engine_version: 1.2.0
company_name: United Parcel Service, Inc.
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_type": "contract", "composite_score": 65.72, "event_summary": "to OSHKOSH DEFENSE LLC | $960,267"}, {"event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_type": "contract", "composite_score": 65.72, "event_summary": "to OSHKOSH DEFENSE LLC | $191,384"}, {"event_id": "hr1422-119", "event_type": "bill", "composite_score": 65.72, "event_summary": "Enhanced Iran Sanctions Act of 2025"}, {"event_id": "SUB_2026-03-18_L-20260770773", "event_type": "contract", "composite_score": 64.39, "event_summary": "to THE BOEING COMPANY | $128,134"}, {"event_id": "SUB_2026-03-18_ASPHALT TESTING SERVICES 25-106", "event_type": "contract", "composite_score": 64.39, "event_summary": "to ASPHALT TESTING SERVICES ATS, LLC | $353,500"}]


correlation_id: rollup__quiver_2026-03-13_C001123_CTSH
correlation_type: rollup
trade_id: quiver_2026-03-13_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: purchase
amount_range: 1001.0
transaction_date: 2026-03-13
disclosure_date: 2026-04-07
trade_direction: buy
scored_at: 2026-06-11T02:26:56.622947+00:00
engine_version: 1.2.0
company_name: Cognizant Technology Solutions Corporation
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr1422-119", "event_type": "bill", "composite_score": 65.72, "event_summary": "Enhanced Iran Sanctions Act of 2025"}, {"event_id": "hr7977-119", "event_type": "bill", "composite_score": 64.39, "event_summary": "Energy Bills Relief Act"}, {"event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_type": "contract", "composite_score": 62.46, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482"}, {"event_id": "hr8031-119", "event_type": "bill", "composite_score": 61.98, "event_summary": "To repeal the Executive order entitled \"Ensuring a National Policy Framework for Artificial Intelligence\"."}, {"event_id": "hr8175-119", "event_type": "bill", "composite_score": 52.36, "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"}]


correlation_id: rollup__quiver_2026-03-13_C001123_MSFT
correlation_type: rollup
trade_id: quiver_2026-03-13_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: 15001.0
transaction_date: 2026-03-13
disclosure_date: 2026-04-07
trade_direction: buy
scored_at: 2026-06-11T02:26:56.624570+00:00
engine_version: 1.2.0
company_name: Microsoft Corporation
severity_tier: medium
ml_agreement: agreed
ml_model_version: xgboost_cs_20260520_135530
top_correlations:
[{"event_id": "hr1422-119", "event_type": "bill", "composite_score": 66.78, "event_summary": "Enhanced Iran Sanctions Act of 2025"}, {"event_id": "hr7977-119", "event_type": "bill", "composite_score": 65.44, "event_summary": "Energy Bills Relief Act"}, {"event_id": "hr8031-119", "event_type": "bill", "composite_score": 63.03, "event_summary": "To repeal the Executive order entitled \"Ensuring a National Policy Framework for Artificial Intelligence\"."}, {"event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_type": "contract", "composite_score": 55.62, "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482"}, {"event_id": "hr8175-119", "event_type": "bill", "composite_score": 53.41, "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": 4.7775, "factor": "jurisdiction_raw"}, {"contribution": 2.8982, "factor": "timing_raw"}, {"contribution": 1.2999, "factor": "trade_before_event_raw"}]

ml_shap_top3_car:
[{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.0088, "factor": "timing_raw"}, {"contribution": 0.0029, "factor": "amount_raw"}]


