{"abnormal_return_30d": -0.0001, "abnormal_return_60d": -0.0591, "abnormal_return_90d": -0.1282, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 27.7, "bill_count": 2, "bioguide_id": "T000490", "chamber": "House", "company_name": "", "composite_score": 28.29, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2026-02-09_T000490_PG", "correlation_type": "rollup", "disclosure_date": "2026-02-20", "disclosure_lag_days": 11, "engine_version": "1.2.0", "industry": "Household Products", "max_pair_score": 28.29, "member_name": "David J. Taylor", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.0, "ml_score_car": 52.58, "ml_score_distill": 0.0, "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_car": [{"contribution": -0.024, "factor": "multiple_signals_raw"}, {"contribution": 0.0134, "factor": "jurisdiction_raw"}, {"contribution": 0.0131, "factor": "trade_before_event_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"}], "party": "R", "prev_composite_score": 28.29, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.652210+00:00", "sector": "Consumer Staples", "severity_tier": "low", "ticker": "PG", "top_correlations": [{"composite_score": 28.29, "event_id": "hr6949-119", "event_summary": "Upward Mobility Act of 2026", "event_type": "bill"}, {"composite_score": 27.11, "event_id": "hr6520-119", "event_summary": "SNAP Data Transparency and Oversight Act of 2025", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-09_T000490_PG", "transaction_date": "2026-02-09", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0012, "abnormal_return_60d": 0.0405, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 18.91, "bill_count": 3, "bioguide_id": "M001236", "chamber": "House", "company_name": "Cracker Barrel Old Country Stor", "composite_score": 28.84, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2026-04-01_M001236_CBRL", "correlation_type": "rollup", "disclosure_date": "2026-04-28", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Restaurants", "max_pair_score": 28.84, "member_name": "Tim Moore", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 40.88, "ml_score_distill": 1.95, "ml_shap_top3_car": [{"contribution": -0.0215, "factor": "timing_raw"}, {"contribution": -0.0117, "factor": "jurisdiction_raw"}, {"contribution": 0.008, "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"}], "party": "R", "scored_at": "2026-06-15T01:02:26.250893+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "CBRL", "top_correlations": [{"composite_score": 28.84, "event_id": "hr3410-119", "event_summary": "Supersonic Aviation Modernization Act", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "hr7548-119", "event_summary": "SCAM Act", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "hr6955-119", "event_summary": "Main Street Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-01_M001236_CBRL", "transaction_date": "2026-04-01", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0013, "abnormal_return_60d": 0.1376, "abnormal_return_90d": 0.1166, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 12.15, "bill_count": 2, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 14.56, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2026-01-05_M001190_MCK", "correlation_type": "rollup", "disclosure_date": "2026-02-04", "disclosure_lag_days": 30, "engine_version": "1.2.0", "industry": "Medical Distribution", "max_pair_score": 14.56, "member_name": "Markwayne Mullin", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.0, "ml_score_car": 31.45, "ml_score_distill": 0.0, "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_car": [{"contribution": -0.0314, "factor": "multiple_signals_raw"}, {"contribution": -0.018, "factor": "jurisdiction_raw"}, {"contribution": 0.0077, "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"}], "party": "R", "prev_composite_score": 14.56, "score_divergence": true, "scored_at": "2026-05-31T15:51:59.121773+00:00", "sector": "Healthcare", "severity_tier": "low", "ticker": "MCK", "top_correlations": [{"composite_score": 14.56, "event_id": "s3478-119", "event_summary": "Indian Buffalo Management Act", "event_type": "bill"}, {"composite_score": 9.74, "event_id": "s3159-119", "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-05_M001190_MCK", "transaction_date": "2026-01-05", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0017, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 37.68, "bill_count": 16, "bioguide_id": "C001123", "chamber": "House", "company_name": "Veralto Corp", "composite_score": 67.16, "contract_count": 25, "correlation_count": 41, "correlation_id": "rollup__quiver_2026-05-11_C001123_VLTO", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Pollution & Treatment Controls", "max_pair_score": 67.16, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 63.41, "ml_score_distill": 82.19, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.0054, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.189054+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "VLTO", "top_correlations": [{"composite_score": 67.16, "event_id": "hres1291-119", "event_summary": "Expressing support for the recognition of May 3 through May 9, 2026, as Wildfire Preparedness Week, the national event educating the public on fire safety and preparedness, and supporting the goals of", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "SUB_2026-05-18_27HAL00700", "event_summary": "to ETS-LINDGREN INC | $66,020", "event_type": "contract"}, {"composite_score": 58.94, "event_id": "SUB_2026-05-21_D26P000865", "event_summary": "to THE BOEING COMPANY | $152,929", "event_type": "contract"}, {"composite_score": 49.95, "event_id": "hr8707-119", "event_summary": "No Funds for Iran War Act", "event_type": "bill"}, {"composite_score": 49.3, "event_id": "SUB_2026-06-09_5500375959", "event_summary": "to TRIANGLE ENGINEERING CORP. | $389,508", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-11_C001123_VLTO", "transaction_date": "2026-05-11", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0018, "abnormal_return_60d": -0.0326, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 44.84, "bill_count": 19, "bioguide_id": "S000168", "chamber": "House", "company_name": "FedEx Corporation", "composite_score": 72.1, "contract_count": 19, "correlation_count": 38, "correlation_id": "rollup__quiver_2026-03-25_S000168_FDX", "correlation_type": "rollup", "disclosure_date": "2026-04-21", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Integrated Freight & Logistics", "max_pair_score": 72.1, "member_name": "Maria Elvira Salazar", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.270101+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "FDX", "top_correlations": [{"composite_score": 72.1, "event_id": "SUB_2026-03-25_F-CEIRR-IDPCC-0842021-02 MOD 07", "event_summary": "to ICF MACRO INC | $194,980", "event_type": "contract"}, {"composite_score": 72.1, "event_id": "SUB_2026-03-25_SVI-2319010-CAT-F112", "event_summary": "to CATERPILLAR INC | $369,222", "event_type": "contract"}, {"composite_score": 72.1, "event_id": "SUB_2026-03-25_D26P000395", "event_summary": "to THE BOEING COMPANY | $135,778", "event_type": "contract"}, {"composite_score": 68.69, "event_id": "SUB_2026-03-27_D26P000437", "event_summary": "to THE BOEING COMPANY | $262,452", "event_type": "contract"}, {"composite_score": 57.23, "event_id": "SUB_2026-04-06_MASI0-MAT0037958", "event_summary": "to FLIGHT SOURCE INC | $60,028", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-25_S000168_FDX", "transaction_date": "2026-03-25", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0026, "abnormal_return_60d": -0.0144, "abnormal_return_90d": -0.109, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 48.42, "bill_count": 22, "bioguide_id": "C001123", "chamber": "House", "company_name": "RBC Bearings Incorporated", "composite_score": 68.41, "contract_count": 13, "correlation_count": 35, "correlation_id": "rollup__quiver_2026-03-03_C001123_RBC", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Tools & Accessories", "max_pair_score": 68.41, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 39.39, "ml_score_distill": 86.7, "ml_shap_top3_car": [{"contribution": -0.0217, "factor": "timing_raw"}, {"contribution": -0.0115, "factor": "disclosure_lag_raw"}, {"contribution": 0.0113, "factor": "jurisdiction_raw"}], "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"}], "party": "D", "scored_at": "2026-06-01T01:02:54.989077+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "RBC", "top_correlations": [{"composite_score": 68.41, "event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059", "event_type": "contract"}, {"composite_score": 61.01, "event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_summary": "to OSHKOSH DEFENSE LLC | $960,267", "event_type": "contract"}, {"composite_score": 61.01, "event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_summary": "to OSHKOSH DEFENSE LLC | $191,384", "event_type": "contract"}, {"composite_score": 61.01, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 60.35, "event_id": "SUB_2026-03-18_L-20260770773", "event_summary": "to THE BOEING COMPANY | $128,134", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-03_C001123_RBC", "transaction_date": "2026-03-03", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0033, "abnormal_return_60d": 0.0078, "abnormal_return_90d": -0.0197, "amount_lower": 1000001, "amount_range": "1000001.0", "avg_pair_score": 38.98, "bill_count": 2, "bioguide_id": "P000197", "chamber": "House", "company_name": "", "composite_score": 40.25, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2025-12-24_P000197_NVDA", "correlation_type": "rollup", "disclosure_date": "2026-01-23", "disclosure_lag_days": 30, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 40.25, "member_name": "Nancy Pelosi", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 24.56, "ml_score_car": 0.0, "ml_score_distill": 24.56, "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"}], "ml_shap_top3_distill": [{"contribution": -15.6842, "factor": "jurisdiction_raw"}, {"contribution": -8.1807, "factor": "timing_raw"}, {"contribution": 5.161, "factor": "amount_raw"}], "party": "D", "prev_composite_score": 40.25, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.263534+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "NVDA", "top_correlations": [{"composite_score": 40.25, "event_id": "hr7004-119", "event_summary": "Public Integrity in Financial Prediction Markets Act of 2026", "event_type": "bill"}, {"composite_score": 37.71, "event_id": "hres996-119", "event_summary": "Impeaching Kristi Lynn Arnold Noem, Secretary of Homeland Security, for high crimes and misdemeanors.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-24_P000197_NVDA", "transaction_date": "2025-12-24", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.004, "abnormal_return_60d": 0.0071, "abnormal_return_90d": 0.0479, "amount_lower": 250001, "amount_range": "250001.0", "avg_pair_score": 39.26, "bill_count": 5, "bioguide_id": "P000197", "chamber": "House", "company_name": "", "composite_score": 45.95, "contract_count": 0, "correlation_count": 5, "correlation_id": "rollup__quiver_2026-01-16_P000197_NVDA", "correlation_type": "rollup", "disclosure_date": "2026-01-23", "disclosure_lag_days": 7, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 45.95, "member_name": "Nancy Pelosi", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 40.07, "ml_score_car": 28.58, "ml_score_distill": 40.07, "ml_shap_top3": [{"contribution": -13.893, "factor": "jurisdiction_raw"}, {"contribution": 2.5536, "factor": "amount_raw"}, {"contribution": -2.3595, "factor": "timing_raw"}], "ml_shap_top3_car": [{"contribution": -0.0249, "factor": "amount_raw"}, {"contribution": -0.0159, "factor": "jurisdiction_raw"}, {"contribution": 0.0093, "factor": "multiple_signals_raw"}], "ml_shap_top3_distill": [{"contribution": -13.893, "factor": "jurisdiction_raw"}, {"contribution": 2.5536, "factor": "amount_raw"}, {"contribution": -2.3595, "factor": "timing_raw"}], "party": "D", "prev_composite_score": 45.95, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.946706+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "NVDA", "top_correlations": [{"composite_score": 45.95, "event_id": "hjres144-119", "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_type": "bill"}, {"composite_score": 40.82, "event_id": "hres996-119", "event_summary": "Impeaching Kristi Lynn Arnold Noem, Secretary of Homeland Security, for high crimes and misdemeanors.", "event_type": "bill"}, {"composite_score": 37.72, "event_id": "hr7531-119", "event_summary": "Healthy Families Act", "event_type": "bill"}, {"composite_score": 37.72, "event_id": "hr7541-119", "event_summary": "U.S. Farmworker Protection Act", "event_type": "bill"}, {"composite_score": 34.1, "event_id": "hr7004-119", "event_summary": "Public Integrity in Financial Prediction Markets Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-16_P000197_NVDA", "transaction_date": "2026-01-16", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0053, "abnormal_return_60d": -0.1204, "abnormal_return_90d": -0.1063, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 20.7, "bill_count": 5, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 26.74, "contract_count": 0, "correlation_count": 5, "correlation_id": "rollup__quiver_2025-12-19_C001123_UNH", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Managed Health Care", "max_pair_score": 26.74, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 1.38, "ml_score_car": 40.88, "ml_score_distill": 1.38, "ml_shap_top3": [{"contribution": -13.9793, "factor": "jurisdiction_raw"}, {"contribution": -12.8319, "factor": "trade_before_event_raw"}, {"contribution": -3.5632, "factor": "timing_raw"}], "ml_shap_top3_car": [{"contribution": -0.021, "factor": "timing_raw"}, {"contribution": -0.0117, "factor": "jurisdiction_raw"}, {"contribution": 0.0079, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": -13.9793, "factor": "jurisdiction_raw"}, {"contribution": -12.8319, "factor": "trade_before_event_raw"}, {"contribution": -3.5632, "factor": "timing_raw"}], "party": "D", "prev_composite_score": 26.74, "score_divergence": true, "scored_at": "2026-05-31T15:51:58.010219+00:00", "sector": "Healthcare", "severity_tier": "low", "ticker": "UNH", "top_correlations": [{"composite_score": 26.74, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 21.32, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}, {"composite_score": 20.74, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}, {"composite_score": 18.78, "event_id": "hr6318-119", "event_summary": "No GOUGE Act", "event_type": "bill"}, {"composite_score": 15.93, "event_id": "hr6130-119", "event_summary": "ASAP Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-19_C001123_UNH", "transaction_date": "2025-12-19", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0053, "abnormal_return_60d": -0.1901, "abnormal_return_90d": -0.0421, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 40.71, "bill_count": 8, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 72.1, "contract_count": 0, "correlation_count": 8, "correlation_id": "rollup__quiver_2025-12-19_C001123_VRSK", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Consulting Services", "max_pair_score": 72.1, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.59, "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 72.1, "score_divergence": true, "scored_at": "2026-05-31T15:51:58.031956+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "VRSK", "top_correlations": [{"composite_score": 72.1, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 44.11, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 38.69, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}, {"composite_score": 38.69, "event_id": "hr6391-119", "event_summary": "Save Oak Flat from Foreign Mining Act", "event_type": "bill"}, {"composite_score": 36.15, "event_id": "hr6318-119", "event_summary": "No GOUGE Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-19_C001123_VRSK", "transaction_date": "2025-12-19", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0058, "abnormal_return_60d": -0.0608, "abnormal_return_90d": -0.1895, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 42.07, "bill_count": 29, "bioguide_id": "M001232", "chamber": "House", "company_name": "", "composite_score": 63.03, "contract_count": 3, "correlation_count": 32, "correlation_id": "rollup__quiver_2026-02-13_M001232_CHRW", "correlation_type": "rollup", "disclosure_date": "2026-03-10", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "Integrated Freight & Logistics", "max_pair_score": 63.03, "member_name": "April Mcclain Delaney", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 75.23, "ml_score_car": 50.82, "ml_score_distill": 75.23, "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"}], "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"}], "party": "D", "prev_composite_score": 63.03, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.283108+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "CHRW", "top_correlations": [{"composite_score": 63.03, "event_id": "hr7622-119", "event_summary": "Iran Human Rights, Internet Freedom, and Accountability Act of 2026", "event_type": "bill"}, {"composite_score": 58.29, "event_id": "hr7716-119", "event_summary": "Tariff Free Farming Act", "event_type": "bill"}, {"composite_score": 58.29, "event_id": "hres1080-119", "event_summary": "Original Black History Month Resolution of 2026", "event_type": "bill"}, {"composite_score": 56.8, "event_id": "SUB_2026-02-27_0000001582-0", "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558", "event_type": "contract"}, {"composite_score": 55.62, "event_id": "hr7531-119", "event_summary": "Healthy Families Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-13_M001232_CHRW", "transaction_date": "2026-02-13", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0082, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 39.71, "bill_count": 47, "bioguide_id": "G000583", "chamber": "House", "company_name": "3M Company", "composite_score": 72.1, "contract_count": 23, "correlation_count": 70, "correlation_id": "rollup__quiver_2026-04-28_G000583_MMM", "correlation_type": "rollup", "disclosure_date": "2026-05-19", "disclosure_lag_days": 21, "engine_version": "1.2.0", "industry": "Conglomerates", "max_pair_score": 72.1, "member_name": "Josh Gottheimer", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.589131+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "MMM", "top_correlations": [{"composite_score": 72.1, "event_id": "hres1219-119", "event_summary": "Expressing support for the month of April as \"Sikh History Month\".", "event_type": "bill"}, {"composite_score": 70.33, "event_id": "SUB_2026-04-29_D26P000645", "event_summary": "to THE BOEING COMPANY | $130,791", "event_type": "contract"}, {"composite_score": 70.33, "event_id": "hr8582-119", "event_summary": "Protecting Human Rights and Public Health in Foreign Assistance Act", "event_type": "bill"}, {"composite_score": 68.69, "event_id": "SUB_2026-04-30_KBRWYLE-NASA-SITSS", "event_summary": "to KBR WYLE SERVICES, LLC | $16,007", "event_type": "contract"}, {"composite_score": 68.69, "event_id": "hres1251-119", "event_summary": "Calling on elected officials and civil society leaders to counter antisemitism and educate the public on the contributions of the Jewish-American community.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-28_G000583_MMM", "transaction_date": "2026-04-28", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": -0.0091, "abnormal_return_60d": -0.0311, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 45.34, "bill_count": 23, "bioguide_id": "P000048", "chamber": "House", "company_name": "Viper Energy, Inc.", "composite_score": 69.94, "contract_count": 0, "correlation_count": 23, "correlation_id": "rollup__quiver_2026-03-13_P000048_VNOM", "correlation_type": "rollup", "disclosure_date": "2026-04-15", "disclosure_lag_days": 33, "engine_version": "1.2.0", "industry": "Oil & Gas Midstream", "max_pair_score": 69.94, "member_name": "August Lee Pfluger Ii", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 46.38, "ml_score_distill": 89.16, "ml_shap_top3_car": [{"contribution": -0.0265, "factor": "disclosure_lag_raw"}, {"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": 4.8091, "factor": "jurisdiction_raw"}, {"contribution": 3.1587, "factor": "timing_raw"}, {"contribution": 2.1365, "factor": "disclosure_lag_raw"}], "party": "R", "scored_at": "2026-06-11T02:26:56.863007+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "VNOM", "top_correlations": [{"composite_score": 69.94, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 68.6, "event_id": "hr7970-119", "event_summary": "STOP Nitazenes Act", "event_type": "bill"}, {"composite_score": 67.35, "event_id": "hr556-119", "event_summary": "Protecting Access for Hunters and Anglers Act", "event_type": "bill"}, {"composite_score": 66.19, "event_id": "hr8034-119", "event_summary": "Protecting America\u2019s Small Oil and Gas Producers and Rural Jobs Act", "event_type": "bill"}, {"composite_score": 60.68, "event_id": "hr8101-119", "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-13_P000048_VNOM", "transaction_date": "2026-03-13", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0095, "abnormal_return_60d": -0.0153, "abnormal_return_90d": 0.06, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 43.1, "bill_count": 34, "bioguide_id": "S001201", "chamber": "House", "company_name": "", "composite_score": 69.74, "contract_count": 1, "correlation_count": 35, "correlation_id": "rollup__quiver_2026-02-18_S001201_AAPL", "correlation_type": "rollup", "disclosure_date": "2026-03-17", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Technology Hardware, Storage & Peripherals", "max_pair_score": 69.74, "member_name": "Thomas Suozzi", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.23, "ml_score_car": 57.33, "ml_score_distill": 90.23, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7151, "factor": "timing_raw"}, {"contribution": 4.9859, "factor": "jurisdiction_raw"}, {"contribution": 1.3475, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 69.74, "score_divergence": true, "scored_at": "2026-05-31T15:52:02.434710+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "AAPL", "top_correlations": [{"composite_score": 69.74, "event_id": "hr7602-119", "event_summary": "State of Men\u2019s Health Act", "event_type": "bill"}, {"composite_score": 63.03, "event_id": "hr7718-119", "event_summary": "Officer John Barnes and Chief Michael Ansbro Public Safety Officers\u2019 Benefits Program Expansion Act of 2026", "event_type": "bill"}, {"composite_score": 61.95, "event_id": "hr7735-119", "event_summary": "Improving Mental Health Support for Servicemembers and Veterans Act", "event_type": "bill"}, {"composite_score": 58.29, "event_id": "hr7747-119", "event_summary": "State Veterans Homes Inspection Simplification Act", "event_type": "bill"}, {"composite_score": 58.29, "event_id": "hr7748-119", "event_summary": "Railway Safety Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-18_S001201_AAPL", "transaction_date": "2026-02-18", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": -0.0096, "abnormal_return_60d": -0.0239, "abnormal_return_90d": 0.1332, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 20.68, "bill_count": 7, "bioguide_id": "M001236", "chamber": "House", "company_name": "", "composite_score": 35.46, "contract_count": 0, "correlation_count": 7, "correlation_id": "rollup__quiver_2026-01-23_M001236_HOG", "correlation_type": "rollup", "disclosure_date": "2026-02-20", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Recreational Vehicles", "max_pair_score": 35.46, "member_name": "Tim Moore", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 15.17, "ml_score_car": 51.2, "ml_score_distill": 15.17, "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_car": [{"contribution": -0.0365, "factor": "jurisdiction_raw"}, {"contribution": 0.0169, "factor": "timing_raw"}, {"contribution": 0.0094, "factor": "disclosure_lag_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"}], "party": "R", "prev_composite_score": 35.46, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.222855+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "HOG", "top_correlations": [{"composite_score": 35.46, "event_id": "hr6644-119", "event_summary": "21st Century ROAD to Housing Act", "event_type": "bill"}, {"composite_score": 32.19, "event_id": "hr7622-119", "event_summary": "Iran Human Rights, Internet Freedom, and Accountability Act of 2026", "event_type": "bill"}, {"composite_score": 21.32, "event_id": "hr6955-119", "event_summary": "Main Street Act", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "hr6293-119", "event_summary": "Housing Supply Expansion Act of 2025", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "hr6550-119", "event_summary": "American FIRST Act of 2025", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-23_M001236_HOG", "transaction_date": "2026-01-23", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0097, "abnormal_return_60d": -0.0521, "abnormal_return_90d": -0.0633, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 51.31, "bill_count": 4, "bioguide_id": "L000595", "chamber": "House", "company_name": "", "composite_score": 59.93, "contract_count": 2, "correlation_count": 6, "correlation_id": "rollup__quiver_2026-02-02_L000595_BA", "correlation_type": "rollup", "disclosure_date": "2026-03-12", "disclosure_lag_days": 38, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 59.93, "member_name": "Julia Letlow", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 69.46, "ml_score_car": 30.34, "ml_score_distill": 69.46, "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_car": [{"contribution": -0.0345, "factor": "disclosure_lag_raw"}, {"contribution": 0.0076, "factor": "jurisdiction_raw"}, {"contribution": -0.0045, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -11.1854, "factor": "timing_raw"}, {"contribution": 5.7717, "factor": "disclosure_lag_raw"}, {"contribution": 5.4851, "factor": "jurisdiction_raw"}], "party": "R", "prev_composite_score": 59.93, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.677684+00:00", "sector": "Industrials", "severity_tier": "low", "ticker": "BA", "top_correlations": [{"composite_score": 59.93, "event_id": "hres1076-119", "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States.", "event_type": "bill"}, {"composite_score": 58.85, "event_id": "SUB_2026-02-27_0000001582-0", "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558", "event_type": "contract"}, {"composite_score": 57.98, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}, {"composite_score": 51.59, "event_id": "hr7235-119", "event_summary": "Protecting Motherhood Act", "event_type": "bill"}, {"composite_score": 39.75, "event_id": "hr5942-119", "event_summary": "National Cemetery Access Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-02_L000595_BA", "transaction_date": "2026-02-02", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0101, "abnormal_return_60d": -0.1449, "abnormal_return_90d": -0.1068, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 26.78, "bill_count": 7, "bioguide_id": "F000110", "chamber": "House", "company_name": "", "composite_score": 47.88, "contract_count": 0, "correlation_count": 7, "correlation_id": "rollup__quiver_2025-12-11_F000110_UBER", "correlation_type": "rollup", "disclosure_date": "2025-12-17", "disclosure_lag_days": 6, "engine_version": "1.2.0", "industry": "Software - Application", "max_pair_score": 47.88, "member_name": "Cleo Fields", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 46.0, "ml_score_car": 30.32, "ml_score_distill": 46.0, "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_car": [{"contribution": -0.0225, "factor": "timing_raw"}, {"contribution": -0.0118, "factor": "jurisdiction_raw"}, {"contribution": -0.0085, "factor": "amount_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"}], "party": "D", "prev_composite_score": 47.88, "score_divergence": false, "scored_at": "2026-05-31T15:51:57.096553+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "UBER", "top_correlations": [{"composite_score": 47.88, "event_id": "hr6830-119", "event_summary": "Fair Competition for Small Business Act of 2025", "event_type": "bill"}, {"composite_score": 37.66, "event_id": "hr6505-119", "event_summary": "Next Generation 9\u20131\u20131 Act", "event_type": "bill"}, {"composite_score": 28.85, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}, {"composite_score": 20.88, "event_id": "hr6215-119", "event_summary": "Small Business RELIEF Act", "event_type": "bill"}, {"composite_score": 20.09, "event_id": "hr6096-119", "event_summary": "NEST Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-11_F000110_UBER", "transaction_date": "2025-12-11", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0105, "abnormal_return_60d": -0.0941, "abnormal_return_90d": null, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 26.08, "bill_count": 11, "bioguide_id": "C001123", "chamber": "House", "company_name": "DigitalBridge Group, Inc.", "composite_score": 57.26, "contract_count": 2, "correlation_count": 13, "correlation_id": "rollup__quiver_2026-03-12_C001123_DBRG", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Asset Management", "max_pair_score": 57.26, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 0.0, "ml_score_distill": 69.07, "ml_shap_top3_car": [{"contribution": -0.0612, "factor": "jurisdiction_raw"}, {"contribution": -0.0228, "factor": "amount_raw"}, {"contribution": -0.0218, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": -12.2986, "factor": "trade_before_event_raw"}, {"contribution": 12.1035, "factor": "jurisdiction_raw"}, {"contribution": 1.8783, "factor": "amount_raw"}], "party": "D", "scored_at": "2026-06-10T01:20:53.320020+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "DBRG", "top_correlations": [{"composite_score": 57.26, "event_id": "SUB_2026-03-05_D26P000282", "event_summary": "to AVIATRIX INC | $77,245", "event_type": "contract"}, {"composite_score": 51.75, "event_id": "SUB_2026-02-27_40487291", "event_summary": "to AMPHENOL CORP | $30,043", "event_type": "contract"}, {"composite_score": 47.88, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}, {"composite_score": 29.86, "event_id": "hr7806-119", "event_summary": "Direct File Act of 2026", "event_type": "bill"}, {"composite_score": 18.52, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-12_C001123_DBRG", "transaction_date": "2026-03-12", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0109, "abnormal_return_60d": 0.0772, "abnormal_return_90d": 0.1084, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 22.79, "bill_count": 4, "bioguide_id": "T000278", "chamber": "Senate", "company_name": "", "composite_score": 31.93, "contract_count": 0, "correlation_count": 4, "correlation_id": "rollup__quiver_2025-12-17_T000278_XLU", "correlation_type": "rollup", "disclosure_date": "2026-01-15", "disclosure_lag_days": 29, "engine_version": "1.2.0", "industry": "", "max_pair_score": 31.93, "member_name": "Tommy Tuberville", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.97, "ml_score_car": 46.28, "ml_score_distill": 0.97, "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_car": [{"contribution": -0.0175, "factor": "timing_raw"}, {"contribution": -0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.009, "factor": "disclosure_lag_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"}], "party": "R", "prev_composite_score": 31.93, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.495855+00:00", "sector": "", "severity_tier": "low", "ticker": "XLU", "top_correlations": [{"composite_score": 31.93, "event_id": "s3653-119", "event_summary": "Veterans\u2019 Bill of Rights Act of 2026", "event_type": "bill"}, {"composite_score": 23.32, "event_id": "s3366-119", "event_summary": "Back the Blue Act of 2025", "event_type": "bill"}, {"composite_score": 21.94, "event_id": "s3314-119", "event_summary": "Written Informed Consent Act", "event_type": "bill"}, {"composite_score": 13.97, "event_id": "s3099-119", "event_summary": "DIRECT Act of 2025", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-17_T000278_XLU", "transaction_date": "2025-12-17", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0117, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 37.59, "bill_count": 41, "bioguide_id": "E000296", "chamber": "House", "company_name": "Thermo Fisher Scientific Inc.", "composite_score": 63.14, "contract_count": 3, "correlation_count": 44, "correlation_id": "rollup__quiver_2026-05-07_E000296_TMO", "correlation_type": "rollup", "disclosure_date": "2026-05-15", "disclosure_lag_days": 8, "engine_version": "1.2.0", "industry": "Life Sciences Tools & Services", "max_pair_score": 63.14, "member_name": "Dwight Evans", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 100.0, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": 0.0459, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.199445+00:00", "sector": "Health Care", "severity_tier": "medium", "ticker": "TMO", "top_correlations": [{"composite_score": 63.14, "event_id": "hr8798-119", "event_summary": "Universal School Meals Program Act of 2026", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "hr8831-119", "event_summary": "Protecting Our Democracy Act", "event_type": "bill"}, {"composite_score": 60.89, "event_id": "hr8868-119", "event_summary": "Restoring Overtime Pay Act of 2026", "event_type": "bill"}, {"composite_score": 57.23, "event_id": "hr8907-119", "event_summary": "IMPACT to Save Moms Act", "event_type": "bill"}, {"composite_score": 57.23, "event_id": "hr8910-119", "event_summary": "SLUSH FUND Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-07_E000296_TMO", "transaction_date": "2026-05-07", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.012, "abnormal_return_60d": 0.003, "abnormal_return_90d": -0.0006, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 49.95, "bill_count": 6, "bioguide_id": "L000595", "chamber": "House", "company_name": "", "composite_score": 59.93, "contract_count": 0, "correlation_count": 6, "correlation_id": "rollup__quiver_2026-02-02_L000595_AAPL", "correlation_type": "rollup", "disclosure_date": "2026-03-12", "disclosure_lag_days": 38, "engine_version": "1.2.0", "industry": "Technology Hardware, Storage & Peripherals", "max_pair_score": 59.93, "member_name": "Julia Letlow", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 69.46, "ml_score_car": 30.34, "ml_score_distill": 69.46, "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_car": [{"contribution": -0.0345, "factor": "disclosure_lag_raw"}, {"contribution": 0.0076, "factor": "jurisdiction_raw"}, {"contribution": -0.0045, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -11.1854, "factor": "timing_raw"}, {"contribution": 5.7717, "factor": "disclosure_lag_raw"}, {"contribution": 5.4851, "factor": "jurisdiction_raw"}], "party": "R", "prev_composite_score": 59.93, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.638339+00:00", "sector": "Information Technology", "severity_tier": "low", "ticker": "AAPL", "top_correlations": [{"composite_score": 59.93, "event_id": "hres1076-119", "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States.", "event_type": "bill"}, {"composite_score": 59.55, "event_id": "hr7678-119", "event_summary": "Gun Owner Registration Information Protection Act", "event_type": "bill"}, {"composite_score": 51.59, "event_id": "hr7235-119", "event_summary": "Protecting Motherhood Act", "event_type": "bill"}, {"composite_score": 49.12, "event_id": "hr7156-119", "event_summary": "SCAM Act", "event_type": "bill"}, {"composite_score": 39.75, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-02_L000595_AAPL", "transaction_date": "2026-02-02", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0122, "abnormal_return_60d": 0.015, "abnormal_return_90d": -0.133, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 47.55, "bill_count": 11, "bioguide_id": "K000383", "chamber": "Senate", "company_name": "", "composite_score": 63.36, "contract_count": 0, "correlation_count": 11, "correlation_id": "rollup__quiver_2026-02-13_K000383_META", "correlation_type": "rollup", "disclosure_date": "2026-03-24", "disclosure_lag_days": 39, "engine_version": "1.2.0", "industry": "Interactive Media & Services", "max_pair_score": 63.36, "member_name": "Angus King", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 74.79, "ml_score_car": 77.92, "ml_score_distill": 74.79, "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"}], "ml_shap_top3_distill": [{"contribution": -9.041, "factor": "timing_raw"}, {"contribution": 6.2944, "factor": "disclosure_lag_raw"}, {"contribution": 5.4842, "factor": "jurisdiction_raw"}], "party": "I", "prev_composite_score": 63.36, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.222252+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "META", "top_correlations": [{"composite_score": 63.36, "event_id": "s3959-119", "event_summary": "Smarter Sentencing Act of 2026", "event_type": "bill"}, {"composite_score": 60.24, "event_id": "s4029-119", "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_type": "bill"}, {"composite_score": 59.3, "event_id": "sres641-119", "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_type": "bill"}, {"composite_score": 54.6, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 40.8, "event_id": "s3214-119", "event_summary": "Background Check Expansion Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-13_K000383_META", "transaction_date": "2026-02-13", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": -0.0125, "abnormal_return_60d": -0.0003, "abnormal_return_90d": 0.0517, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 23.57, "bill_count": 11, "bioguide_id": "G000359", "chamber": "Senate", "company_name": "", "composite_score": 43.52, "contract_count": 0, "correlation_count": 11, "correlation_id": "rollup__quiver_2025-12-31_G000359_BSCQ", "correlation_type": "rollup", "disclosure_date": "2026-01-06", "disclosure_lag_days": 6, "engine_version": "1.2.0", "industry": "", "max_pair_score": 43.52, "member_name": "Lindsey Graham", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 35.6, "ml_score_car": 39.88, "ml_score_distill": 35.6, "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_car": [{"contribution": -0.0204, "factor": "timing_raw"}, {"contribution": -0.0114, "factor": "jurisdiction_raw"}, {"contribution": 0.0092, "factor": "disclosure_lag_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"}], "party": "R", "prev_composite_score": 43.52, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.925237+00:00", "sector": "", "severity_tier": "low", "ticker": "BSCQ", "top_correlations": [{"composite_score": 43.52, "event_id": "s3606-119", "event_summary": "Fraud Accountability Act", "event_type": "bill"}, {"composite_score": 37.71, "event_id": "s3674-119", "event_summary": "SCAM Act", "event_type": "bill"}, {"composite_score": 32.46, "event_id": "s3697-119", "event_summary": "SAVE Moms and Babies Act of 2026", "event_type": "bill"}, {"composite_score": 31.93, "event_id": "s3752-119", "event_summary": "SAVE America Act", "event_type": "bill"}, {"composite_score": 18.36, "event_id": "s3394-119", "event_summary": "SAFE Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-31_G000359_BSCQ", "transaction_date": "2025-12-31", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0133, "abnormal_return_60d": -0.079, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 27.87, "bill_count": 16, "bioguide_id": "J000309", "chamber": "House", "company_name": "O'Reilly Automotive, Inc.", "composite_score": 47.02, "contract_count": 0, "correlation_count": 16, "correlation_id": "rollup__quiver_2026-03-19_J000309_ORLY", "correlation_type": "rollup", "disclosure_date": "2026-04-08", "disclosure_lag_days": 20, "engine_version": "1.2.0", "industry": "Auto Parts", "max_pair_score": 47.02, "member_name": "Jonathan Jackson", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 49.33, "ml_score_distill": 44.57, "ml_shap_top3_car": [{"contribution": -0.0226, "factor": "jurisdiction_raw"}, {"contribution": 0.0146, "factor": "timing_raw"}, {"contribution": 0.0048, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": -14.0042, "factor": "jurisdiction_raw"}, {"contribution": 3.3964, "factor": "timing_raw"}, {"contribution": 1.5847, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.535351+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "ORLY", "top_correlations": [{"composite_score": 47.02, "event_id": "hr8055-119", "event_summary": "Extending WIC for New Moms Act", "event_type": "bill"}, {"composite_score": 45.77, "event_id": "hr4624-119", "event_summary": "Muhammad Ali American Boxing Revival Act of 2026", "event_type": "bill"}, {"composite_score": 44.61, "event_id": "hconres81-119", "event_summary": "Recognizing the significance of equal pay and the disparity between wages paid to men and women.", "event_type": "bill"}, {"composite_score": 40.68, "event_id": "hr8158-119", "event_summary": "Reproductive Healthcare Leave Act", "event_type": "bill"}, {"composite_score": 37.19, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-19_J000309_ORLY", "transaction_date": "2026-03-19", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0138, "abnormal_return_60d": 0.0237, "abnormal_return_90d": -0.166, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 44.69, "bill_count": 7, "bioguide_id": "T000490", "chamber": "House", "company_name": "", "composite_score": 67.16, "contract_count": 3, "correlation_count": 10, "correlation_id": "rollup__quiver_2026-02-09_T000490_PH", "correlation_type": "rollup", "disclosure_date": "2026-02-20", "disclosure_lag_days": 11, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 67.16, "member_name": "David J. Taylor", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 82.19, "ml_score_car": 63.41, "ml_score_distill": 82.19, "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"}], "ml_shap_top3_distill": [{"contribution": 4.8003, "factor": "jurisdiction_raw"}, {"contribution": 3.7887, "factor": "timing_raw"}, {"contribution": 1.3044, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 67.16, "score_divergence": false, "scored_at": "2026-05-31T15:52:01.671107+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "PH", "top_correlations": [{"composite_score": 67.16, "event_id": "hr7539-119", "event_summary": "SAFE Act", "event_type": "bill"}, {"composite_score": 59.81, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}, {"composite_score": 53.34, "event_id": "SUB_2026-02-27_0000001582-0", "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558", "event_type": "contract"}, {"composite_score": 49.56, "event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059", "event_type": "contract"}, {"composite_score": 47.37, "event_id": "hr3497-119", "event_summary": "Medal of Sacrifice Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-09_T000490_PH", "transaction_date": "2026-02-09", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": -0.014, "abnormal_return_60d": -0.0584, "abnormal_return_90d": -0.2415, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 13.95, "bill_count": 1, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 13.95, "contract_count": 0, "correlation_count": 1, "correlation_id": "rollup__quiver_2026-02-25_M001190_AZO", "correlation_type": "rollup", "disclosure_date": "2026-03-10", "disclosure_lag_days": 13, "engine_version": "1.2.0", "industry": "Auto Parts", "max_pair_score": 13.95, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.0, "ml_score_car": 4.37, "ml_score_distill": 0.0, "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_car": [{"contribution": -0.0411, "factor": "jurisdiction_raw"}, {"contribution": -0.0407, "factor": "multiple_signals_raw"}, {"contribution": 0.0078, "factor": "timing_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"}], "party": "R", "prev_composite_score": 13.95, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.637706+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "AZO", "top_correlations": [{"composite_score": 13.95, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-25_M001190_AZO", "transaction_date": "2026-02-25", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": -0.0149, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 44.85, "bill_count": 4, "bioguide_id": "M001242", "chamber": "Senate", "company_name": "eToro Group Ltd.", "composite_score": 67.24, "contract_count": 10, "correlation_count": 14, "correlation_id": "rollup__quiver_2026-05-06_M001242_ETOR", "correlation_type": "rollup", "disclosure_date": "2026-05-22", "disclosure_lag_days": 16, "engine_version": "1.2.0", "industry": "Capital Markets", "max_pair_score": 67.24, "member_name": "Bernardo Moreno", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 40.3, "ml_score_distill": 81.3, "ml_shap_top3_car": [{"contribution": -0.0251, "factor": "amount_raw"}, {"contribution": -0.0163, "factor": "timing_raw"}, {"contribution": 0.0133, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 5.4422, "factor": "jurisdiction_raw"}, {"contribution": 2.483, "factor": "amount_raw"}, {"contribution": 1.3069, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.573948+00:00", "sector": "Financial Services", "severity_tier": "medium", "ticker": "ETOR", "top_correlations": [{"composite_score": 67.24, "event_id": "SUB_2026-05-13_D26P000792", "event_summary": "to AVIATRIX INC | $124,760", "event_type": "contract"}, {"composite_score": 66.16, "event_id": "SUB_2026-05-14_MSA #82024 / TO 80", "event_summary": "to EFR ENVIRONMENTAL SERVICES INC. | $47,250", "event_type": "contract"}, {"composite_score": 59.72, "event_id": "SUB_2026-05-22_2372", "event_summary": "to INTERVIZUM, L.L.C. | $1,655,731", "event_type": "contract"}, {"composite_score": 59.72, "event_id": "SUB_2026-05-22_3850", "event_summary": "to INTERVIZUM, L.L.C. | $781,607", "event_type": "contract"}, {"composite_score": 58.19, "event_id": "SUB_2026-05-04_PO26-02730", "event_summary": "to CUBIC DIGITAL INTELLIGENCE INC | $46,742", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-06_M001242_ETOR", "transaction_date": "2026-05-06", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": -0.0151, "abnormal_return_60d": -0.0951, "abnormal_return_90d": -0.2393, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 33.83, "bill_count": 1, "bioguide_id": "F000472", "chamber": "House", "company_name": "", "composite_score": 33.83, "contract_count": 0, "correlation_count": 1, "correlation_id": "rollup__quiver_2026-02-10_F000472_HSY", "correlation_type": "rollup", "disclosure_date": "2026-02-23", "disclosure_lag_days": 13, "engine_version": "1.2.0", "industry": "Confectioners", "max_pair_score": 33.83, "member_name": "Scott Scott Franklin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 18.17, "ml_score_car": 8.46, "ml_score_distill": 18.17, "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_car": [{"contribution": -0.0444, "factor": "multiple_signals_raw"}, {"contribution": -0.0173, "factor": "jurisdiction_raw"}, {"contribution": -0.0048, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": -14.3338, "factor": "jurisdiction_raw"}, {"contribution": -6.099, "factor": "timing_raw"}, {"contribution": -5.0153, "factor": "multiple_signals_raw"}], "party": "R", "prev_composite_score": 33.83, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.025028+00:00", "sector": "Consumer Defensive", "severity_tier": "low", "ticker": "HSY", "top_correlations": [{"composite_score": 33.83, "event_id": "hres1073-119", "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_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-10_F000472_HSY", "transaction_date": "2026-02-10", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.016, "abnormal_return_60d": -0.0557, "abnormal_return_90d": -0.0999, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 40.8, "bill_count": 54, "bioguide_id": "G000583", "chamber": "House", "company_name": "", "composite_score": 70.33, "contract_count": 13, "correlation_count": 67, "correlation_id": "rollup__quiver_2026-02-26_G000583_FSS", "correlation_type": "rollup", "disclosure_date": "2026-03-16", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Pollution & Treatment Controls", "max_pair_score": 70.33, "member_name": "Josh Gottheimer", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.72, "ml_score_car": 58.15, "ml_score_distill": 88.72, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 70.33, "score_divergence": true, "scored_at": "2026-05-31T15:52:02.694865+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "FSS", "top_correlations": [{"composite_score": 70.33, "event_id": "SUB_2026-02-27_0000001582-0", "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558", "event_type": "contract"}, {"composite_score": 65.72, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}, {"composite_score": 64.39, "event_id": "hres1098-119", "event_summary": "Expressing support for the designation of March 3, 2026, as \"National Triple-Negative Breast Cancer Day\".", "event_type": "bill"}, {"composite_score": 63.14, "event_id": "hconres75-119", "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_type": "bill"}, {"composite_score": 58.06, "event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-26_G000583_FSS", "transaction_date": "2026-02-26", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0162, "abnormal_return_60d": 0.0112, "abnormal_return_90d": -0.0249, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 22.79, "bill_count": 4, "bioguide_id": "T000278", "chamber": "Senate", "company_name": "", "composite_score": 31.93, "contract_count": 0, "correlation_count": 4, "correlation_id": "rollup__quiver_2025-12-17_T000278_XLV", "correlation_type": "rollup", "disclosure_date": "2026-01-15", "disclosure_lag_days": 29, "engine_version": "1.2.0", "industry": "", "max_pair_score": 31.93, "member_name": "Tommy Tuberville", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.97, "ml_score_car": 46.28, "ml_score_distill": 0.97, "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_car": [{"contribution": -0.0175, "factor": "timing_raw"}, {"contribution": -0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.009, "factor": "disclosure_lag_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"}], "party": "R", "prev_composite_score": 31.93, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.517930+00:00", "sector": "", "severity_tier": "low", "ticker": "XLV", "top_correlations": [{"composite_score": 31.93, "event_id": "s3653-119", "event_summary": "Veterans\u2019 Bill of Rights Act of 2026", "event_type": "bill"}, {"composite_score": 23.32, "event_id": "s3366-119", "event_summary": "Back the Blue Act of 2025", "event_type": "bill"}, {"composite_score": 21.94, "event_id": "s3314-119", "event_summary": "Written Informed Consent Act", "event_type": "bill"}, {"composite_score": 13.97, "event_id": "s3099-119", "event_summary": "DIRECT Act of 2025", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-17_T000278_XLV", "transaction_date": "2025-12-17", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0164, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 35.57, "bill_count": 20, "bioguide_id": "C001123", "chamber": "House", "company_name": "Palantir Technologies Inc.", "composite_score": 65.44, "contract_count": 11, "correlation_count": 31, "correlation_id": "rollup__quiver_2026-05-08_C001123_PLTR", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 31, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 65.44, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 80.56, "ml_score_distill": 84.04, "ml_shap_top3_car": [{"contribution": 0.0542, "factor": "timing_raw"}, {"contribution": -0.0311, "factor": "disclosure_lag_raw"}, {"contribution": 0.0129, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 4.6012, "factor": "jurisdiction_raw"}, {"contribution": 2.6536, "factor": "disclosure_lag_raw"}, {"contribution": 1.2364, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.193228+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "PLTR", "top_correlations": [{"composite_score": 65.44, "event_id": "hr8802-119", "event_summary": "January 6th Law Enforcement Heroes Compensation Fund Act", "event_type": "bill"}, {"composite_score": 58.29, "event_id": "hr8914-119", "event_summary": "No Taxpayer-Funded Settlement Slush Funds Act of 2026", "event_type": "bill"}, {"composite_score": 55.62, "event_id": "hr8707-119", "event_summary": "No Funds for Iran War Act", "event_type": "bill"}, {"composite_score": 53.41, "event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_summary": "to ACCENTURE LLP | $2,690,723", "event_type": "contract"}, {"composite_score": 51.01, "event_id": "hres1252-119", "event_summary": "Resolution memorializing law enforcement officers killed in the line of duty.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-08_C001123_PLTR", "transaction_date": "2026-05-08", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0165, "abnormal_return_60d": -0.0195, "abnormal_return_90d": 0.0504, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 38.38, "bill_count": 22, "bioguide_id": "C001055", "chamber": "House", "company_name": "", "composite_score": 72.1, "contract_count": 1, "correlation_count": 23, "correlation_id": "rollup__quiver_2026-02-12_C001055_AAPL", "correlation_type": "rollup", "disclosure_date": "2026-03-14", "disclosure_lag_days": 30, "engine_version": "1.2.0", "industry": "Technology Hardware, Storage & Peripherals", "max_pair_score": 72.1, "member_name": "Ed Case", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.59, "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 72.1, "score_divergence": true, "scored_at": "2026-05-31T15:52:02.114943+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "AAPL", "top_correlations": [{"composite_score": 72.1, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}, {"composite_score": 54.56, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 52.36, "event_id": "hr7802-119", "event_summary": "DISCLOSE Act of 2026", "event_type": "bill"}, {"composite_score": 49.56, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 46.21, "event_id": "hr7391-119", "event_summary": "Community Health Center Drug Pricing Protection Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-12_C001055_AAPL", "transaction_date": "2026-02-12", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0166, "abnormal_return_60d": -0.1841, "abnormal_return_90d": -0.1315, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 39.76, "bill_count": 30, "bioguide_id": "D000399", "chamber": "House", "company_name": "Johnson & Johnson", "composite_score": 68.69, "contract_count": 1, "correlation_count": 31, "correlation_id": "rollup__quiver_2026-03-10_D000399_JNJ", "correlation_type": "rollup", "disclosure_date": "2026-04-06", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Pharmaceuticals", "max_pair_score": 68.69, "member_name": "Lloyd Doggett", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 57.53, "ml_score_distill": 88.59, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.0081, "factor": "timing_raw"}, {"contribution": 0.0031, "factor": "amount_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"}], "party": "D", "scored_at": "2026-06-08T01:04:01.156447+00:00", "sector": "Health Care", "severity_tier": "medium", "ticker": "JNJ", "top_correlations": [{"composite_score": 68.69, "event_id": "hconres78-119", "event_summary": "Expressing support for the recognition of March 10, 2026, as \"Abortion Provider Appreciation Day\".", "event_type": "bill"}, {"composite_score": 60.89, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}, {"composite_score": 54.46, "event_id": "hr8100-119", "event_summary": "Safe Staffing Saves Lives Act", "event_type": "bill"}, {"composite_score": 54.46, "event_id": "hconres81-119", "event_summary": "Recognizing the significance of equal pay and the disparity between wages paid to men and women.", "event_type": "bill"}, {"composite_score": 49.07, "event_id": "hjres155-119", "event_summary": "Providing for congressional disapproval under chapter 8 of title 5, United States Code, of the rule submitted by the Department of Education relating to \"William D. Ford Federal Direct Loan (Direct Lo", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-10_D000399_JNJ", "transaction_date": "2026-03-10", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0176, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 40.17, "bill_count": 10, "bioguide_id": "M001236", "chamber": "House", "company_name": "Rolls Royce Holdings plc", "composite_score": 72.1, "contract_count": 23, "correlation_count": 33, "correlation_id": "rollup__quiver_2026-05-07_M001236_RYCEY", "correlation_type": "rollup", "disclosure_date": "2026-05-19", "disclosure_lag_days": 12, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 72.1, "member_name": "Tim Moore", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.198288+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "RYCEY", "top_correlations": [{"composite_score": 72.1, "event_id": "hres1261-119", "event_summary": "Expressing support for the designation of the week of May 3 through May 9, 2026, as \"National Small Business Week\" to celebrate the contributions of small businesses and entrepreneurs in every communi", "event_type": "bill"}, {"composite_score": 63.65, "event_id": "SUB_2026-05-21_D26P000865", "event_summary": "to THE BOEING COMPANY | $152,929", "event_type": "contract"}, {"composite_score": 63.14, "event_id": "hr4478-119", "event_summary": "TRUST Act of 2025", "event_type": "bill"}, {"composite_score": 58.06, "event_id": "SUB_2026-05-18_27HAL00700", "event_summary": "to ETS-LINDGREN INC | $66,020", "event_type": "contract"}, {"composite_score": 55.08, "event_id": "hres1320-119", "event_summary": "Calling upon all Americans on this Memorial Day, 2026, to honor the men and women of the Armed Forces who have died in the pursuit of freedom and peace.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-07_M001236_RYCEY", "transaction_date": "2026-05-07", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0184, "abnormal_return_60d": -0.0266, "abnormal_return_90d": -0.1161, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 48.87, "bill_count": 22, "bioguide_id": "C001123", "chamber": "House", "company_name": "CSW Industrials, Inc.", "composite_score": 68.41, "contract_count": 13, "correlation_count": 35, "correlation_id": "rollup__quiver_2026-03-03_C001123_CSW", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 68.41, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 39.39, "ml_score_distill": 86.7, "ml_shap_top3_car": [{"contribution": -0.0217, "factor": "timing_raw"}, {"contribution": -0.0115, "factor": "disclosure_lag_raw"}, {"contribution": 0.0113, "factor": "jurisdiction_raw"}], "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"}], "party": "D", "scored_at": "2026-06-01T01:02:54.672601+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "CSW", "top_correlations": [{"composite_score": 68.41, "event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059", "event_type": "contract"}, {"composite_score": 68.24, "event_id": "SUB_2026-03-18_ASPHALT TESTING SERVICES 25-106", "event_summary": "to ASPHALT TESTING SERVICES ATS, LLC | $353,500", "event_type": "contract"}, {"composite_score": 67.72, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}, {"composite_score": 61.01, "event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_summary": "to OSHKOSH DEFENSE LLC | $960,267", "event_type": "contract"}, {"composite_score": 61.01, "event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_summary": "to OSHKOSH DEFENSE LLC | $191,384", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-03_C001123_CSW", "transaction_date": "2026-03-03", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0189, "abnormal_return_60d": -0.0541, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 45.34, "bill_count": 23, "bioguide_id": "P000048", "chamber": "House", "company_name": "Kimbell Royalty Partners", "composite_score": 69.94, "contract_count": 0, "correlation_count": 23, "correlation_id": "rollup__quiver_2026-03-13_P000048_KRP", "correlation_type": "rollup", "disclosure_date": "2026-04-15", "disclosure_lag_days": 33, "engine_version": "1.2.0", "industry": "Oil & Gas E&P", "max_pair_score": 69.94, "member_name": "August Lee Pfluger Ii", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 46.38, "ml_score_distill": 89.16, "ml_shap_top3_car": [{"contribution": -0.0265, "factor": "disclosure_lag_raw"}, {"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": 4.8091, "factor": "jurisdiction_raw"}, {"contribution": 3.1587, "factor": "timing_raw"}, {"contribution": 2.1365, "factor": "disclosure_lag_raw"}], "party": "R", "scored_at": "2026-06-11T02:26:56.862371+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "KRP", "top_correlations": [{"composite_score": 69.94, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 68.6, "event_id": "hr7970-119", "event_summary": "STOP Nitazenes Act", "event_type": "bill"}, {"composite_score": 67.35, "event_id": "hr556-119", "event_summary": "Protecting Access for Hunters and Anglers Act", "event_type": "bill"}, {"composite_score": 66.19, "event_id": "hr8034-119", "event_summary": "Protecting America\u2019s Small Oil and Gas Producers and Rural Jobs Act", "event_type": "bill"}, {"composite_score": 60.68, "event_id": "hr8101-119", "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-13_P000048_KRP", "transaction_date": "2026-03-13", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.019, "abnormal_return_60d": -0.0712, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 45.34, "bill_count": 23, "bioguide_id": "P000048", "chamber": "House", "company_name": "Enterprise Products Partners L.", "composite_score": 69.94, "contract_count": 0, "correlation_count": 23, "correlation_id": "rollup__quiver_2026-03-13_P000048_EPD", "correlation_type": "rollup", "disclosure_date": "2026-04-15", "disclosure_lag_days": 33, "engine_version": "1.2.0", "industry": "Oil & Gas Midstream", "max_pair_score": 69.94, "member_name": "August Lee Pfluger Ii", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 46.38, "ml_score_distill": 89.16, "ml_shap_top3_car": [{"contribution": -0.0265, "factor": "disclosure_lag_raw"}, {"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": 4.8091, "factor": "jurisdiction_raw"}, {"contribution": 3.1587, "factor": "timing_raw"}, {"contribution": 2.1365, "factor": "disclosure_lag_raw"}], "party": "R", "scored_at": "2026-06-11T02:26:56.861065+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "EPD", "top_correlations": [{"composite_score": 69.94, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 68.6, "event_id": "hr7970-119", "event_summary": "STOP Nitazenes Act", "event_type": "bill"}, {"composite_score": 67.35, "event_id": "hr556-119", "event_summary": "Protecting Access for Hunters and Anglers Act", "event_type": "bill"}, {"composite_score": 66.19, "event_id": "hr8034-119", "event_summary": "Protecting America\u2019s Small Oil and Gas Producers and Rural Jobs Act", "event_type": "bill"}, {"composite_score": 60.68, "event_id": "hr8101-119", "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-13_P000048_EPD", "transaction_date": "2026-03-13", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.019, "abnormal_return_60d": -0.0747, "abnormal_return_90d": -0.1744, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 22.98, "bill_count": 12, "bioguide_id": "M001232", "chamber": "House", "company_name": "", "composite_score": 44.61, "contract_count": 0, "correlation_count": 12, "correlation_id": "rollup__quiver_2026-02-13_M001232_ROL", "correlation_type": "rollup", "disclosure_date": "2026-03-10", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "Personal Services", "max_pair_score": 44.61, "member_name": "April Mcclain Delaney", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 35.53, "ml_score_car": 39.88, "ml_score_distill": 35.53, "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"}], "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"}], "party": "D", "prev_composite_score": 44.61, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.302258+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "ROL", "top_correlations": [{"composite_score": 44.61, "event_id": "hr7622-119", "event_summary": "Iran Human Rights, Internet Freedom, and Accountability Act of 2026", "event_type": "bill"}, {"composite_score": 37.19, "event_id": "hr7531-119", "event_summary": "Healthy Families Act", "event_type": "bill"}, {"composite_score": 35.55, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 34.02, "event_id": "hr7479-119", "event_summary": "WORK to Save Lives Act", "event_type": "bill"}, {"composite_score": 26.74, "event_id": "hr7340-119", "event_summary": "Rebuild America\u2019s Schools Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-13_M001232_ROL", "transaction_date": "2026-02-13", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.019, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 25.98, "bill_count": 4, "bioguide_id": "B001291", "chamber": "House", "company_name": "Wheaton Precious Metals Corp", "composite_score": 42.51, "contract_count": 1, "correlation_count": 5, "correlation_id": "rollup__quiver_2026-05-05_B001291_WPM", "correlation_type": "rollup", "disclosure_date": "2026-05-18", "disclosure_lag_days": 13, "engine_version": "1.2.0", "industry": "Gold", "max_pair_score": 42.51, "member_name": "Brian Babin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 39.88, "ml_score_distill": 34.96, "ml_shap_top3_car": [{"contribution": -0.0202, "factor": "timing_raw"}, {"contribution": -0.0114, "factor": "jurisdiction_raw"}, {"contribution": 0.009, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": -13.5454, "factor": "jurisdiction_raw"}, {"contribution": -2.6133, "factor": "timing_raw"}, {"contribution": 2.0659, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.579937+00:00", "sector": "Basic Materials", "severity_tier": "low", "ticker": "WPM", "top_correlations": [{"composite_score": 42.51, "event_id": "hr8826-119", "event_summary": "In God We Trust Act", "event_type": "bill"}, {"composite_score": 40.27, "event_id": "SUB_2026-03-19_02009065-004", "event_summary": "to NFG CONSULTING, INC | $365,066", "event_type": "contract"}, {"composite_score": 19.22, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "hres1073-119", "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_type": "bill"}, {"composite_score": 13.95, "event_id": "hr556-119", "event_summary": "Protecting Access for Hunters and Anglers Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-05_B001291_WPM", "transaction_date": "2026-05-05", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0194, "abnormal_return_60d": 0.0481, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 44.54, "bill_count": 51, "bioguide_id": "G000583", "chamber": "House", "company_name": "CBIZ, Inc.", "composite_score": 69.94, "contract_count": 13, "correlation_count": 64, "correlation_id": "rollup__quiver_2026-03-05_G000583_CBZ", "correlation_type": "rollup", "disclosure_date": "2026-04-08", "disclosure_lag_days": 34, "engine_version": "1.2.0", "industry": "Specialty Business Services", "max_pair_score": 69.94, "member_name": "Josh Gottheimer", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 49.67, "ml_score_distill": 90.26, "ml_shap_top3_car": [{"contribution": -0.0325, "factor": "disclosure_lag_raw"}, {"contribution": 0.014, "factor": "timing_raw"}, {"contribution": 0.0119, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 4.3409, "factor": "jurisdiction_raw"}, {"contribution": 3.7148, "factor": "disclosure_lag_raw"}, {"contribution": 3.0646, "factor": "timing_raw"}], "party": "D", "scored_at": "2026-06-03T01:48:03.226513+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "CBZ", "top_correlations": [{"composite_score": 69.94, "event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059", "event_type": "contract"}, {"composite_score": 66.19, "event_id": "hr7910-119", "event_summary": "ACTION for National Service Act", "event_type": "bill"}, {"composite_score": 65.44, "event_id": "SUB_2026-03-23_SVI-2319057-ABM-6558", "event_summary": "to ABM ELECTRICAL POWER SOLUTIONS LLC | $38,760", "event_type": "contract"}, {"composite_score": 61.45, "event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_summary": "to OSHKOSH DEFENSE LLC | $960,267", "event_type": "contract"}, {"composite_score": 61.45, "event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_summary": "to OSHKOSH DEFENSE LLC | $191,384", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-05_G000583_CBZ", "transaction_date": "2026-03-05", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": -0.0196, "abnormal_return_60d": -0.0977, "abnormal_return_90d": -0.0666, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 45.91, "bill_count": 11, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 76.31, "contract_count": 0, "correlation_count": 11, "correlation_id": "rollup__quiver_2025-12-10_C001123_GPN", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 33, "engine_version": "1.2.0", "industry": "Specialty Business Services", "max_pair_score": 76.31, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 100.0, "ml_score_car": 70.49, "ml_score_distill": 100.0, "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_car": [{"contribution": 0.0316, "factor": "timing_raw"}, {"contribution": -0.027, "factor": "disclosure_lag_raw"}, {"contribution": 0.0114, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 8.2381, "factor": "timing_raw"}, {"contribution": 5.1715, "factor": "jurisdiction_raw"}, {"contribution": 2.5055, "factor": "disclosure_lag_raw"}], "party": "D", "prev_composite_score": 76.31, "score_divergence": false, "scored_at": "2026-05-31T15:51:56.905011+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "GPN", "top_correlations": [{"composite_score": 76.31, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 64.09, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 50.42, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}, {"composite_score": 50.42, "event_id": "hr6391-119", "event_summary": "Save Oak Flat from Foreign Mining Act", "event_type": "bill"}, {"composite_score": 45.68, "event_id": "hr6318-119", "event_summary": "No GOUGE Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-10_C001123_GPN", "transaction_date": "2025-12-10", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0206, "abnormal_return_60d": 0.0977, "abnormal_return_90d": 0.1498, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 56.56, "bill_count": 8, "bioguide_id": "K000398", "chamber": "House", "company_name": "", "composite_score": 90.662, "contract_count": 0, "correlation_count": 8, "correlation_id": "rollup__quiver_2025-12-16_K000398_LLYVA", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 31, "engine_version": "1.2.0", "industry": "Entertainment", "max_pair_score": 90.662, "member_name": "Thomas H. Kean Jr", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 100.0, "ml_score_car": 38.67, "ml_score_distill": 100.0, "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_car": [{"contribution": -0.031, "factor": "disclosure_lag_raw"}, {"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.0018, "factor": "multiple_signals_raw"}], "ml_shap_top3_distill": [{"contribution": 7.6902, "factor": "timing_raw"}, {"contribution": 4.991, "factor": "jurisdiction_raw"}, {"contribution": 3.3589, "factor": "disclosure_lag_raw"}], "party": "R", "prev_composite_score": 90.662, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.261203+00:00", "sector": "Communication Services", "severity_tier": "high", "ticker": "LLYVA", "top_correlations": [{"composite_score": 90.662, "event_id": "hr6856-119", "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_type": "bill"}, {"composite_score": 65.156, "event_id": "hr7094-119", "event_summary": "No Aid for Russian Energy Act", "event_type": "bill"}, {"composite_score": 65.156, "event_id": "hr7118-119", "event_summary": "Genomic Answers for Children\u2019s Health Act of 2026", "event_type": "bill"}, {"composite_score": 53.339, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}, {"composite_score": 48.36, "event_id": "hr6302-119", "event_summary": "Whistleblowers Aiding National Security Act of 2025", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-16_K000398_LLYVA", "transaction_date": "2025-12-16", "transaction_type": "exchange", "triple_correlation": false}
{"abnormal_return_30d": -0.0207, "abnormal_return_60d": -0.0031, "abnormal_return_90d": -0.1435, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 40.71, "bill_count": 8, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 72.1, "contract_count": 0, "correlation_count": 8, "correlation_id": "rollup__quiver_2025-12-19_C001123_UAL", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Airlines", "max_pair_score": 72.1, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.59, "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 72.1, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.991365+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "UAL", "top_correlations": [{"composite_score": 72.1, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 44.11, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 38.69, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}, {"composite_score": 38.69, "event_id": "hr6391-119", "event_summary": "Save Oak Flat from Foreign Mining Act", "event_type": "bill"}, {"composite_score": 36.15, "event_id": "hr6318-119", "event_summary": "No GOUGE Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-19_C001123_UAL", "transaction_date": "2025-12-19", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0208, "abnormal_return_60d": -0.1614, "abnormal_return_90d": -0.0926, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.37, "bill_count": 14, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 64.39, "contract_count": 0, "correlation_count": 14, "correlation_id": "rollup__quiver_2026-01-15_C001123_SNDR", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 29, "engine_version": "1.2.0", "industry": "Trucking", "max_pair_score": 64.39, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 74.96, "ml_score_car": 100.0, "ml_score_distill": 74.96, "ml_shap_top3": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0459, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 64.39, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.865141+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "SNDR", "top_correlations": [{"composite_score": 64.39, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 52.92, "event_id": "hres993-119", "event_summary": "Recognizing and expressing support for the Iranian people protesting for a free and democratic Iran.", "event_type": "bill"}, {"composite_score": 52.36, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}, {"composite_score": 51.39, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-15_C001123_SNDR", "transaction_date": "2026-01-15", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0209, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 44.9, "bill_count": 12, "bioguide_id": "B001291", "chamber": "House", "company_name": "FTAI Aviation Ltd.", "composite_score": 71.85, "contract_count": 23, "correlation_count": 35, "correlation_id": "rollup__quiver_2026-05-05_B001291_FTAI", "correlation_type": "rollup", "disclosure_date": "2026-05-18", "disclosure_lag_days": 13, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 71.85, "member_name": "Brian Babin", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 47.76, "ml_score_distill": 96.2, "ml_shap_top3_car": [{"contribution": -0.0147, "factor": "timing_raw"}, {"contribution": 0.0107, "factor": "jurisdiction_raw"}, {"contribution": -0.0048, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.1026, "factor": "timing_raw"}, {"contribution": 5.1567, "factor": "jurisdiction_raw"}, {"contribution": 2.3838, "factor": "amount_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.577661+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "FTAI", "top_correlations": [{"composite_score": 71.85, "event_id": "hr8679-119", "event_summary": "To amend title 38, United States Code, to require the Secretary of Veterans Affairs to transmit a veteran's history of opioid prescriptions to a Community Care health care provider.", "event_type": "bill"}, {"composite_score": 65.51, "event_id": "SUB_2026-05-21_D26P000865", "event_summary": "to THE BOEING COMPANY | $152,929", "event_type": "contract"}, {"composite_score": 64.05, "event_id": "hr2071-119", "event_summary": "Save Our Shrimpers Act", "event_type": "bill"}, {"composite_score": 63.04, "event_id": "hr8826-119", "event_summary": "In God We Trust Act", "event_type": "bill"}, {"composite_score": 59.62, "event_id": "SUB_2026-05-18_27HAL00700", "event_summary": "to ETS-LINDGREN INC | $66,020", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-05_B001291_FTAI", "transaction_date": "2026-05-05", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": -0.0213, "abnormal_return_60d": 0.101, "abnormal_return_90d": 0.1244, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 33.63, "bill_count": 8, "bioguide_id": "A000148", "chamber": "House", "company_name": "", "composite_score": 67.89, "contract_count": 2, "correlation_count": 10, "correlation_id": "rollup__quiver_2026-02-17_A000148_STT", "correlation_type": "rollup", "disclosure_date": "2026-02-19", "disclosure_lag_days": 2, "engine_version": "1.2.0", "industry": "Asset Management", "max_pair_score": 67.89, "member_name": "Jake Auchincloss", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 80.82, "ml_score_car": 0.0, "ml_score_distill": 80.82, "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_car": [{"contribution": -0.0615, "factor": "jurisdiction_raw"}, {"contribution": -0.0167, "factor": "timing_raw"}, {"contribution": -0.0142, "factor": "amount_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"}], "party": "D", "prev_composite_score": 67.89, "score_divergence": true, "scored_at": "2026-05-31T15:52:02.323922+00:00", "sector": "Financial Services", "severity_tier": "medium", "ticker": "STT", "top_correlations": [{"composite_score": 67.89, "event_id": "SUB_2026-02-27_40487291", "event_summary": "to AMPHENOL CORP | $30,043", "event_type": "contract"}, {"composite_score": 63.41, "event_id": "SUB_2026-03-05_D26P000282", "event_summary": "to AVIATRIX INC | $77,245", "event_type": "contract"}, {"composite_score": 37.71, "event_id": "hr7802-119", "event_summary": "DISCLOSE Act of 2026", "event_type": "bill"}, {"composite_score": 37.09, "event_id": "hr7832-119", "event_summary": "America\u2019s Living Library Act", "event_type": "bill"}, {"composite_score": 34.99, "event_id": "hr7871-119", "event_summary": "MVP Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-17_A000148_STT", "transaction_date": "2026-02-17", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0222, "abnormal_return_60d": -0.1892, "abnormal_return_90d": -0.1903, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 28.48, "bill_count": 3, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 45.78, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2025-12-29_M001190_MSFT", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 45.78, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 38.52, "ml_score_car": 28.87, "ml_score_distill": 38.52, "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_car": [{"contribution": -0.0267, "factor": "amount_raw"}, {"contribution": -0.0148, "factor": "jurisdiction_raw"}, {"contribution": 0.0093, "factor": "multiple_signals_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"}], "party": "R", "prev_composite_score": 45.78, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.741824+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "MSFT", "top_correlations": [{"composite_score": 45.78, "event_id": "s3606-119", "event_summary": "Fraud Accountability Act", "event_type": "bill"}, {"composite_score": 21.5, "event_id": "s3366-119", "event_summary": "Back the Blue Act of 2025", "event_type": "bill"}, {"composite_score": 18.16, "event_id": "s3041-119", "event_summary": "Tribal Warrant Fairness Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-29_M001190_MSFT", "transaction_date": "2025-12-29", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0228, "abnormal_return_60d": 0.1188, "abnormal_return_90d": 0.1465, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 44.08, "bill_count": 6, "bioguide_id": "F000110", "chamber": "House", "company_name": "", "composite_score": 64.2, "contract_count": 0, "correlation_count": 6, "correlation_id": "rollup__quiver_2025-12-11_F000110_T", "correlation_type": "rollup", "disclosure_date": "2025-12-17", "disclosure_lag_days": 6, "engine_version": "1.2.0", "industry": "Telecom Services", "max_pair_score": 64.2, "member_name": "Cleo Fields", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 76.6, "ml_score_car": 50.82, "ml_score_distill": 76.6, "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_car": [{"contribution": -0.0227, "factor": "timing_raw"}, {"contribution": 0.0093, "factor": "jurisdiction_raw"}, {"contribution": 0.0077, "factor": "disclosure_lag_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"}], "party": "D", "prev_composite_score": 64.2, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.079215+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "T", "top_correlations": [{"composite_score": 64.2, "event_id": "hr6830-119", "event_summary": "Fair Competition for Small Business Act of 2025", "event_type": "bill"}, {"composite_score": 53.97, "event_id": "hr6505-119", "event_summary": "Next Generation 9\u20131\u20131 Act", "event_type": "bill"}, {"composite_score": 45.16, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}, {"composite_score": 36.41, "event_id": "hr6096-119", "event_summary": "NEST Act", "event_type": "bill"}, {"composite_score": 32.38, "event_id": "hr5434-119", "event_summary": "988 LGBTQ+ Youth Access Act of 2025", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-11_F000110_T", "transaction_date": "2025-12-11", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0237, "abnormal_return_60d": -0.045, "abnormal_return_90d": -0.0847, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 37.69, "bill_count": 4, "bioguide_id": "T000490", "chamber": "House", "company_name": "", "composite_score": 51.92, "contract_count": 2, "correlation_count": 6, "correlation_id": "rollup__quiver_2026-02-09_T000490_V", "correlation_type": "rollup", "disclosure_date": "2026-02-20", "disclosure_lag_days": 11, "engine_version": "1.2.0", "industry": "Transaction & Payment Processing Services", "max_pair_score": 51.92, "member_name": "David J. Taylor", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 55.43, "ml_score_car": 60.07, "ml_score_distill": 55.43, "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"}], "ml_shap_top3_distill": [{"contribution": -10.975, "factor": "timing_raw"}, {"contribution": 5.3998, "factor": "jurisdiction_raw"}, {"contribution": 1.9202, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 51.92, "score_divergence": false, "scored_at": "2026-05-31T15:52:01.689918+00:00", "sector": "Financials", "severity_tier": "low", "ticker": "V", "top_correlations": [{"composite_score": 51.92, "event_id": "hr7747-119", "event_summary": "State Veterans Homes Inspection Simplification Act", "event_type": "bill"}, {"composite_score": 43.17, "event_id": "hr7300-119", "event_summary": "Make Elections Great Again Act", "event_type": "bill"}, {"composite_score": 34.91, "event_id": "SUB_2026-02-27_40487291", "event_summary": "to AMPHENOL CORP | $30,043", "event_type": "contract"}, {"composite_score": 32.5, "event_id": "hr6949-119", "event_summary": "Upward Mobility Act of 2026", "event_type": "bill"}, {"composite_score": 32.34, "event_id": "SUB_2026-03-05_D26P000282", "event_summary": "to AVIATRIX INC | $77,245", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-09_T000490_V", "transaction_date": "2026-02-09", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0243, "abnormal_return_60d": -0.1344, "abnormal_return_90d": -0.1324, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 53.86, "bill_count": 15, "bioguide_id": "K000383", "chamber": "Senate", "company_name": "", "composite_score": 67.53, "contract_count": 0, "correlation_count": 15, "correlation_id": "rollup__quiver_2026-02-13_K000383_LLY", "correlation_type": "rollup", "disclosure_date": "2026-03-24", "disclosure_lag_days": 39, "engine_version": "1.2.0", "industry": "Pharmaceuticals", "max_pair_score": 67.53, "member_name": "Angus King", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 78.86, "ml_score_car": 53.7, "ml_score_distill": 78.86, "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_car": [{"contribution": -0.0272, "factor": "timing_raw"}, {"contribution": 0.015, "factor": "jurisdiction_raw"}, {"contribution": 0.0085, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 6.4163, "factor": "disclosure_lag_raw"}, {"contribution": -5.936, "factor": "timing_raw"}, {"contribution": 4.6502, "factor": "jurisdiction_raw"}], "party": "I", "prev_composite_score": 67.53, "score_divergence": true, "scored_at": "2026-05-31T15:52:02.204584+00:00", "sector": "Health Care", "severity_tier": "medium", "ticker": "LLY", "top_correlations": [{"composite_score": 67.53, "event_id": "s3905-119", "event_summary": "Tariff Refund Act of 2026", "event_type": "bill"}, {"composite_score": 65.94, "event_id": "s3948-119", "event_summary": "Direct File Act of 2026", "event_type": "bill"}, {"composite_score": 64.04, "event_id": "s3869-119", "event_summary": "Healthy Families Act", "event_type": "bill"}, {"composite_score": 63.36, "event_id": "sres624-119", "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_type": "bill"}, {"composite_score": 62.31, "event_id": "s3989-119", "event_summary": "Community TEAMS Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-13_K000383_LLY", "transaction_date": "2026-02-13", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": -0.0243, "abnormal_return_60d": -0.1466, "abnormal_return_90d": -0.1002, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.39, "bill_count": 13, "bioguide_id": "T000490", "chamber": "House", "company_name": "Chevron Corporation", "composite_score": 63.14, "contract_count": 0, "correlation_count": 13, "correlation_id": "rollup__quiver_2026-03-11_T000490_CVX", "correlation_type": "rollup", "disclosure_date": "2026-03-20", "disclosure_lag_days": 9, "engine_version": "1.2.0", "industry": "Integrated Oil & Gas", "max_pair_score": 63.14, "member_name": "David J. Taylor", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 56.91, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": -0.0138, "factor": "timing_raw"}, {"contribution": 0.0077, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "disclosure_lag_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"}], "party": "R", "scored_at": "2026-06-09T11:55:27.224986+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "CVX", "top_correlations": [{"composite_score": 63.14, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 55.75, "event_id": "hr6427-119", "event_summary": "Airport Regulatory Relief Act of 2025", "event_type": "bill"}, {"composite_score": 55.75, "event_id": "hr8079-119", "event_summary": "Diesel Truck Liberation Act of 2026", "event_type": "bill"}, {"composite_score": 55.75, "event_id": "hr2474-119", "event_summary": "Expanding Appalachia\u2019s Broadband Access Act", "event_type": "bill"}, {"composite_score": 51.5, "event_id": "hr8192-119", "event_summary": "Nitazene Response Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-11_T000490_CVX", "transaction_date": "2026-03-11", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0248, "abnormal_return_60d": 0.0432, "abnormal_return_90d": 0.1682, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 47.39, "bill_count": 13, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 73.47, "contract_count": 0, "correlation_count": 13, "correlation_id": "rollup__quiver_2026-01-09_C001123_SEI", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Oil & Gas Equipment & Services", "max_pair_score": 73.47, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 94.0, "ml_score_car": 71.13, "ml_score_distill": 94.0, "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"}], "ml_shap_top3_distill": [{"contribution": 4.5762, "factor": "jurisdiction_raw"}, {"contribution": 4.5065, "factor": "disclosure_lag_raw"}, {"contribution": 3.3658, "factor": "timing_raw"}], "party": "D", "prev_composite_score": 73.47, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.388583+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "SEI", "top_correlations": [{"composite_score": 73.47, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 72.04, "event_id": "hres993-119", "event_summary": "Recognizing and expressing support for the Iranian people protesting for a free and democratic Iran.", "event_type": "bill"}, {"composite_score": 64.37, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 56.44, "event_id": "hr7340-119", "event_summary": "Rebuild America\u2019s Schools Act of 2026", "event_type": "bill"}, {"composite_score": 42.47, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-09_C001123_SEI", "transaction_date": "2026-01-09", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0255, "abnormal_return_60d": -0.0136, "abnormal_return_90d": 0.0824, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.39, "bill_count": 13, "bioguide_id": "T000490", "chamber": "House", "company_name": "Marathon Petroleum Corporation", "composite_score": 63.14, "contract_count": 0, "correlation_count": 13, "correlation_id": "rollup__quiver_2026-03-11_T000490_MPC", "correlation_type": "rollup", "disclosure_date": "2026-03-20", "disclosure_lag_days": 9, "engine_version": "1.2.0", "industry": "Oil & Gas Refining & Marketing", "max_pair_score": 63.14, "member_name": "David J. Taylor", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 56.91, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": -0.0138, "factor": "timing_raw"}, {"contribution": 0.0077, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "disclosure_lag_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"}], "party": "R", "scored_at": "2026-06-09T11:55:26.685887+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "MPC", "top_correlations": [{"composite_score": 63.14, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 55.75, "event_id": "hr6427-119", "event_summary": "Airport Regulatory Relief Act of 2025", "event_type": "bill"}, {"composite_score": 55.75, "event_id": "hr8079-119", "event_summary": "Diesel Truck Liberation Act of 2026", "event_type": "bill"}, {"composite_score": 55.75, "event_id": "hr2474-119", "event_summary": "Expanding Appalachia\u2019s Broadband Access Act", "event_type": "bill"}, {"composite_score": 51.5, "event_id": "hr8192-119", "event_summary": "Nitazene Response Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-11_T000490_MPC", "transaction_date": "2026-03-11", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.026, "abnormal_return_60d": -0.0615, "abnormal_return_90d": -0.058, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 49.95, "bill_count": 6, "bioguide_id": "L000595", "chamber": "House", "company_name": "", "composite_score": 59.93, "contract_count": 0, "correlation_count": 6, "correlation_id": "rollup__quiver_2026-02-02_L000595_MSFT", "correlation_type": "rollup", "disclosure_date": "2026-03-12", "disclosure_lag_days": 38, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 59.93, "member_name": "Julia Letlow", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 69.46, "ml_score_car": 30.34, "ml_score_distill": 69.46, "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_car": [{"contribution": -0.0345, "factor": "disclosure_lag_raw"}, {"contribution": 0.0076, "factor": "jurisdiction_raw"}, {"contribution": -0.0045, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -11.1854, "factor": "timing_raw"}, {"contribution": 5.7717, "factor": "disclosure_lag_raw"}, {"contribution": 5.4851, "factor": "jurisdiction_raw"}], "party": "R", "prev_composite_score": 59.93, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.794111+00:00", "sector": "Information Technology", "severity_tier": "low", "ticker": "MSFT", "top_correlations": [{"composite_score": 59.93, "event_id": "hres1076-119", "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States.", "event_type": "bill"}, {"composite_score": 59.55, "event_id": "hr7678-119", "event_summary": "Gun Owner Registration Information Protection Act", "event_type": "bill"}, {"composite_score": 51.59, "event_id": "hr7235-119", "event_summary": "Protecting Motherhood Act", "event_type": "bill"}, {"composite_score": 49.12, "event_id": "hr7156-119", "event_summary": "SCAM Act", "event_type": "bill"}, {"composite_score": 39.75, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-02_L000595_MSFT", "transaction_date": "2026-02-02", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.026, "abnormal_return_60d": -0.0615, "abnormal_return_90d": -0.058, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 51.8, "bill_count": 57, "bioguide_id": "G000583", "chamber": "House", "company_name": "", "composite_score": 79.22, "contract_count": 0, "correlation_count": 57, "correlation_id": "rollup__quiver_2026-02-02_G000583_MSFT", "correlation_type": "rollup", "disclosure_date": "2026-03-16", "disclosure_lag_days": 42, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 79.22, "member_name": "Josh Gottheimer", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 100.0, "ml_score_car": 100.0, "ml_score_distill": 100.0, "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_car": [{"contribution": 0.0861, "factor": "disclosure_lag_raw"}, {"contribution": 0.0157, "factor": "jurisdiction_raw"}, {"contribution": 0.0099, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 8.5886, "factor": "disclosure_lag_raw"}, {"contribution": 7.0064, "factor": "timing_raw"}, {"contribution": 4.7281, "factor": "jurisdiction_raw"}], "party": "D", "prev_composite_score": 79.22, "score_divergence": false, "scored_at": "2026-05-31T15:52:00.620784+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "MSFT", "top_correlations": [{"composite_score": 79.22, "event_id": "hr7352-119", "event_summary": "PASTEUR Act of 2026", "event_type": "bill"}, {"composite_score": 79.22, "event_id": "hr7365-119", "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_type": "bill"}, {"composite_score": 79.22, "event_id": "hr7367-119", "event_summary": "TANF Hygiene Access Act", "event_type": "bill"}, {"composite_score": 79.22, "event_id": "hr7380-119", "event_summary": "IRAN Act", "event_type": "bill"}, {"composite_score": 77.69, "event_id": "hr7411-119", "event_summary": "To expand the telescreening mammography pilot program of the Department of Veterans Affairs, and for other purposes.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-02_G000583_MSFT", "transaction_date": "2026-02-02", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.027, "abnormal_return_60d": -0.1284, "abnormal_return_90d": -0.2026, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 38.23, "bill_count": 7, "bioguide_id": "B001236", "chamber": "Senate", "company_name": "", "composite_score": 49.83, "contract_count": 1, "correlation_count": 8, "correlation_id": "rollup__quiver_2026-02-13_B001236_ADBE", "correlation_type": "rollup", "disclosure_date": "2026-03-06", "disclosure_lag_days": 21, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 49.83, "member_name": "John Boozman", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 48.39, "ml_score_car": 44.66, "ml_score_distill": 48.39, "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_car": [{"contribution": -0.012, "factor": "timing_raw"}, {"contribution": -0.0097, "factor": "amount_raw"}, {"contribution": 0.0069, "factor": "disclosure_lag_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"}], "party": "R", "prev_composite_score": 49.83, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.150191+00:00", "sector": "Information Technology", "severity_tier": "low", "ticker": "ADBE", "top_correlations": [{"composite_score": 49.83, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 45.12, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 44.11, "event_id": "s3771-119", "event_summary": "Department of Veterans Affairs Therapeutic Medical Physicist Pay Cap Relief Act of 2026", "event_type": "bill"}, {"composite_score": 39.31, "event_id": "s3726-119", "event_summary": "National Veterans Strategy Act of 2026", "event_type": "bill"}, {"composite_score": 33.53, "event_id": "s3667-119", "event_summary": "Life at Conception Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-13_B001236_ADBE", "transaction_date": "2026-02-13", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": -0.0275, "abnormal_return_60d": -0.1871, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 46.48, "bill_count": 22, "bioguide_id": "C001123", "chamber": "House", "company_name": "TransDigm Group Incorporated", "composite_score": 76.59, "contract_count": 16, "correlation_count": 38, "correlation_id": "rollup__quiver_2026-03-16_C001123_TDG", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 22, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 76.59, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 0.0, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": -0.0687, "factor": "jurisdiction_raw"}, {"contribution": -0.0265, "factor": "timing_raw"}, {"contribution": 0.0052, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 12.4056, "factor": "jurisdiction_raw"}, {"contribution": 7.0423, "factor": "timing_raw"}, {"contribution": 1.4487, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-14T01:23:30.054624+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "TDG", "top_correlations": [{"composite_score": 76.59, "event_id": "SUB_2026-03-18_L-20260770773", "event_summary": "to THE BOEING COMPANY | $128,134", "event_type": "contract"}, {"composite_score": 70.33, "event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_summary": "to OSHKOSH DEFENSE LLC | $960,267", "event_type": "contract"}, {"composite_score": 70.33, "event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_summary": "to OSHKOSH DEFENSE LLC | $191,384", "event_type": "contract"}, {"composite_score": 70.33, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 68.69, "event_id": "SUB_2026-03-18_ASPHALT TESTING SERVICES 25-106", "event_summary": "to ASPHALT TESTING SERVICES ATS, LLC | $353,500", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-16_C001123_TDG", "transaction_date": "2026-03-16", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0285, "abnormal_return_60d": -0.1247, "abnormal_return_90d": -0.2854, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 24.04, "bill_count": 3, "bioguide_id": "M001236", "chamber": "House", "company_name": "", "composite_score": 34.99, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2026-02-03_M001236_SMPL", "correlation_type": "rollup", "disclosure_date": "2026-02-20", "disclosure_lag_days": 17, "engine_version": "1.2.0", "industry": "Packaged Foods", "max_pair_score": 34.99, "member_name": "Tim Moore", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 15.17, "ml_score_car": 51.2, "ml_score_distill": 15.17, "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": -0.0365, "factor": "jurisdiction_raw"}, {"contribution": 0.0174, "factor": "timing_raw"}, {"contribution": 0.0089, "factor": "disclosure_lag_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"}], "party": "R", "prev_composite_score": 34.99, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.003560+00:00", "sector": "Consumer Defensive", "severity_tier": "low", "ticker": "SMPL", "top_correlations": [{"composite_score": 34.99, "event_id": "hres1073-119", "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_type": "bill"}, {"composite_score": 18.78, "event_id": "hr7024-119", "event_summary": "Hemp Planting Predictability Act", "event_type": "bill"}, {"composite_score": 18.36, "event_id": "hr7010-119", "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", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-03_M001236_SMPL", "transaction_date": "2026-02-03", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0291, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 46.33, "bill_count": 7, "bioguide_id": "H001082", "chamber": "House", "company_name": "Devon Energy Corporation", "composite_score": 68.861, "contract_count": 0, "correlation_count": 7, "correlation_id": "rollup__quiver_2026-05-08_H001082_DVN", "correlation_type": "rollup", "disclosure_date": "2026-06-02", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "Oil & Gas E&P", "max_pair_score": 68.861, "member_name": "Kevin Hern", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 74.07, "ml_score_distill": 56.22, "ml_shap_top3_car": [{"contribution": 0.0109, "factor": "jurisdiction_raw"}, {"contribution": 0.0077, "factor": "disclosure_lag_raw"}, {"contribution": 0.0062, "factor": "multiple_signals_raw"}], "ml_shap_top3_distill": [{"contribution": -11.1588, "factor": "timing_raw"}, {"contribution": 5.4583, "factor": "jurisdiction_raw"}, {"contribution": 1.9157, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.191487+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "DVN", "top_correlations": [{"composite_score": 68.861, "event_id": "hr9060-119", "event_summary": "Precious Metals Parity Act", "event_type": "bill"}, {"composite_score": 44.967, "event_id": "hres1156-119", "event_summary": "Expressing support for tax policies that support working families.", "event_type": "bill"}, {"composite_score": 42.12, "event_id": "hr8101-119", "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)", "event_type": "bill"}, {"composite_score": 42.094, "event_id": "hr7527-119", "event_summary": "Pay Less at the Pump Act of 2026", "event_type": "bill"}, {"composite_score": 42.094, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-08_H001082_DVN", "transaction_date": "2026-05-08", "transaction_type": "exchange", "triple_correlation": false}
{"abnormal_return_30d": -0.0296, "abnormal_return_60d": 0.0732, "abnormal_return_90d": -0.0019, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.39, "bill_count": 14, "bioguide_id": "J000310", "chamber": "House", "company_name": "", "composite_score": 70.33, "contract_count": 0, "correlation_count": 14, "correlation_id": "rollup__quiver_2025-12-18_J000310_NSC", "correlation_type": "rollup", "disclosure_date": "2026-01-15", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Railroads", "max_pair_score": 70.33, "member_name": "Julie Johnson", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.72, "ml_score_car": 58.15, "ml_score_distill": 88.72, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 70.33, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.672013+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "NSC", "top_correlations": [{"composite_score": 70.33, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 52.92, "event_id": "hr6731-119", "event_summary": "Restore Trust in Government Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hres1001-119", "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_type": "bill"}, {"composite_score": 49.56, "event_id": "hr7088-119", "event_summary": "NO NATO for Purchase Act", "event_type": "bill"}, {"composite_score": 49.56, "event_id": "hr7119-119", "event_summary": "DHS Use of Force Oversight Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-18_J000310_NSC", "transaction_date": "2025-12-18", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0297, "abnormal_return_60d": -0.0788, "abnormal_return_90d": -0.0972, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 14.07, "bill_count": 2, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 18.4, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2025-12-29_M001190_ELV", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Healthcare Plans", "max_pair_score": 18.4, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.0, "ml_score_car": 23.03, "ml_score_distill": 0.0, "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_car": [{"contribution": -0.0314, "factor": "multiple_signals_raw"}, {"contribution": -0.0199, "factor": "jurisdiction_raw"}, {"contribution": -0.0127, "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"}], "party": "R", "prev_composite_score": 18.4, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.528651+00:00", "sector": "Healthcare", "severity_tier": "low", "ticker": "ELV", "top_correlations": [{"composite_score": 18.4, "event_id": "s3478-119", "event_summary": "Indian Buffalo Management Act", "event_type": "bill"}, {"composite_score": 9.74, "event_id": "s3159-119", "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-29_M001190_ELV", "transaction_date": "2025-12-29", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.03, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.33, "bill_count": 33, "bioguide_id": "M001239", "chamber": "House", "company_name": "Microsoft Corporation", "composite_score": 72.1, "contract_count": 9, "correlation_count": 42, "correlation_id": "rollup__quiver_2026-04-15_M001239_MSFT", "correlation_type": "rollup", "disclosure_date": "2026-05-13", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 72.1, "member_name": "John Mcguire", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.613739+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "MSFT", "top_correlations": [{"composite_score": 72.1, "event_id": "hr5058-119", "event_summary": "To designate the facility of the United States Postal Service located at 46164 Westlake Drive in Sterling, Virginia, as the \"Firefighter Trevor Brown Post Office Building\".", "event_type": "bill"}, {"composite_score": 72.1, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 72.1, "event_id": "hr6317-119", "event_summary": "To designate the facility of the United States Postal Service located at 12109 New Kent Highway in New Kent, Virginia, as the \"Patricia Paige Post Office\".", "event_type": "bill"}, {"composite_score": 70.33, "event_id": "hr8332-119", "event_summary": "Special Operations Forces Concealed Carry Act", "event_type": "bill"}, {"composite_score": 64.39, "event_id": "hres1199-119", "event_summary": "Recognizing linemen, the profession of linemen, the contributions of these brave men and women who protect public safety, and expressing support for the designation of April 18, 2026, as \"National Lin", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-15_M001239_MSFT", "transaction_date": "2026-04-15", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0307, "abnormal_return_60d": -0.2251, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 19.09, "bill_count": 4, "bioguide_id": "S000168", "chamber": "House", "company_name": "RH", "composite_score": 24.48, "contract_count": 0, "correlation_count": 4, "correlation_id": "rollup__quiver_2026-03-19_S000168_RH", "correlation_type": "rollup", "disclosure_date": "2026-04-21", "disclosure_lag_days": 33, "engine_version": "1.2.0", "industry": "Specialty Retail", "max_pair_score": 24.48, "member_name": "Maria Elvira Salazar", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 8.5, "ml_score_distill": 0.0, "ml_shap_top3_car": [{"contribution": -0.0505, "factor": "disclosure_lag_raw"}, {"contribution": -0.0173, "factor": "jurisdiction_raw"}, {"contribution": -0.0152, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": -14.6702, "factor": "jurisdiction_raw"}, {"contribution": -11.5708, "factor": "trade_before_event_raw"}, {"contribution": -9.0302, "factor": "timing_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.537765+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "RH", "top_correlations": [{"composite_score": 24.48, "event_id": "hr7777-119", "event_summary": "Protecting America\u2019s Medical Supply Chains Act of 2026", "event_type": "bill"}, {"composite_score": 17.68, "event_id": "hres1044-119", "event_summary": "Expressing support for the designation of the year 2026 as the \"National Year of the Volunteer\".", "event_type": "bill"}, {"composite_score": 17.11, "event_id": "hr7055-119", "event_summary": "Restoring Sovereignty and Human Rights in Nicaragua Act of 2026", "event_type": "bill"}, {"composite_score": 17.11, "event_id": "hr6955-119", "event_summary": "Main Street Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-19_S000168_RH", "transaction_date": "2026-03-19", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0314, "abnormal_return_60d": 0.1082, "abnormal_return_90d": 0.6943, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 24.75, "bill_count": 6, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 52.96, "contract_count": 0, "correlation_count": 6, "correlation_id": "rollup__quiver_2026-02-04_M001190_AMKR", "correlation_type": "rollup", "disclosure_date": "2026-03-02", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Semiconductor Equipment & Materials", "max_pair_score": 52.96, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 53.24, "ml_score_car": 52.72, "ml_score_distill": 53.24, "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"}], "ml_shap_top3_distill": [{"contribution": -14.9529, "factor": "jurisdiction_raw"}, {"contribution": 8.3088, "factor": "timing_raw"}, {"contribution": 1.6283, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 52.96, "score_divergence": false, "scored_at": "2026-05-31T15:52:01.121042+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "AMKR", "top_correlations": [{"composite_score": 52.96, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 34.55, "event_id": "s3909-119", "event_summary": "Stop Illegal Alien Cops Act", "event_type": "bill"}, {"composite_score": 16.69, "event_id": "s3606-119", "event_summary": "Fraud Accountability Act", "event_type": "bill"}, {"composite_score": 16.42, "event_id": "s3584-119", "event_summary": "Stop Illegal Aliens Drunk Driving", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "s3179-119", "event_summary": "Halo Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-04_M001190_AMKR", "transaction_date": "2026-02-04", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0315, "abnormal_return_60d": -0.3949, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 19.09, "bill_count": 4, "bioguide_id": "S000168", "chamber": "House", "company_name": "Whirlpool Corporation", "composite_score": 24.48, "contract_count": 0, "correlation_count": 4, "correlation_id": "rollup__quiver_2026-03-19_S000168_WHR", "correlation_type": "rollup", "disclosure_date": "2026-04-21", "disclosure_lag_days": 33, "engine_version": "1.2.0", "industry": "Furnishings, Fixtures & Appliances", "max_pair_score": 24.48, "member_name": "Maria Elvira Salazar", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 8.5, "ml_score_distill": 0.0, "ml_shap_top3_car": [{"contribution": -0.0505, "factor": "disclosure_lag_raw"}, {"contribution": -0.0173, "factor": "jurisdiction_raw"}, {"contribution": -0.0152, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": -14.6702, "factor": "jurisdiction_raw"}, {"contribution": -11.5708, "factor": "trade_before_event_raw"}, {"contribution": -9.0302, "factor": "timing_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.539346+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "WHR", "top_correlations": [{"composite_score": 24.48, "event_id": "hr7777-119", "event_summary": "Protecting America\u2019s Medical Supply Chains Act of 2026", "event_type": "bill"}, {"composite_score": 17.68, "event_id": "hres1044-119", "event_summary": "Expressing support for the designation of the year 2026 as the \"National Year of the Volunteer\".", "event_type": "bill"}, {"composite_score": 17.11, "event_id": "hr7055-119", "event_summary": "Restoring Sovereignty and Human Rights in Nicaragua Act of 2026", "event_type": "bill"}, {"composite_score": 17.11, "event_id": "hr6955-119", "event_summary": "Main Street Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-19_S000168_WHR", "transaction_date": "2026-03-19", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0316, "abnormal_return_60d": -0.1948, "abnormal_return_90d": -0.202, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 14.07, "bill_count": 2, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 18.4, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2025-12-29_M001190_BSX", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Medical Devices", "max_pair_score": 18.4, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.0, "ml_score_car": 23.03, "ml_score_distill": 0.0, "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_car": [{"contribution": -0.0314, "factor": "multiple_signals_raw"}, {"contribution": -0.0199, "factor": "jurisdiction_raw"}, {"contribution": -0.0127, "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"}], "party": "R", "prev_composite_score": 18.4, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.434759+00:00", "sector": "Healthcare", "severity_tier": "low", "ticker": "BSX", "top_correlations": [{"composite_score": 18.4, "event_id": "s3478-119", "event_summary": "Indian Buffalo Management Act", "event_type": "bill"}, {"composite_score": 9.74, "event_id": "s3159-119", "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-29_M001190_BSX", "transaction_date": "2025-12-29", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0316, "abnormal_return_60d": 0.1609, "abnormal_return_90d": 0.2798, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 36.66, "bill_count": 2, "bioguide_id": "P000595", "chamber": "Senate", "company_name": "", "composite_score": 46.22, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2025-12-12_P000595_VZ", "correlation_type": "rollup", "disclosure_date": "2026-01-07", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Telecom Services", "max_pair_score": 46.22, "member_name": "Gary Peters", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 37.54, "ml_score_car": 0.79, "ml_score_distill": 37.54, "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_car": [{"contribution": -0.0338, "factor": "multiple_signals_raw"}, {"contribution": -0.0288, "factor": "timing_raw"}, {"contribution": -0.011, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": -14.6408, "factor": "timing_raw"}, {"contribution": 6.0868, "factor": "jurisdiction_raw"}, {"contribution": -4.0985, "factor": "multiple_signals_raw"}], "party": "D", "prev_composite_score": 46.22, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.185845+00:00", "sector": "Communication Services", "severity_tier": "low", "ticker": "VZ", "top_correlations": [{"composite_score": 46.22, "event_id": "s3582-119", "event_summary": "No Rewards for January 6 Rioters Act", "event_type": "bill"}, {"composite_score": 27.11, "event_id": "s2975-119", "event_summary": "PIPELINE Safety Act of 2025", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-12_P000595_VZ", "transaction_date": "2025-12-12", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0318, "abnormal_return_60d": -0.1787, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 53.61, "bill_count": 20, "bioguide_id": "M001217", "chamber": "House", "company_name": "Parker-Hannifin Corporation", "composite_score": 80.52, "contract_count": 17, "correlation_count": 37, "correlation_id": "rollup__quiver_2026-03-23_M001217_PH", "correlation_type": "rollup", "disclosure_date": "2026-04-30", "disclosure_lag_days": 38, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 80.52, "member_name": "Jared Moskowitz", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 54.15, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": -0.0295, "factor": "disclosure_lag_raw"}, {"contribution": 0.0136, "factor": "jurisdiction_raw"}, {"contribution": 0.0133, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": 7.7466, "factor": "timing_raw"}, {"contribution": 6.424, "factor": "disclosure_lag_raw"}, {"contribution": 4.7971, "factor": "jurisdiction_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.528368+00:00", "sector": "Industrials", "severity_tier": "high", "ticker": "PH", "top_correlations": [{"composite_score": 80.52, "event_id": "SUB_2026-03-23_SVI-2319057-ABM-6558", "event_summary": "to ABM ELECTRICAL POWER SOLUTIONS LLC | $38,760", "event_type": "contract"}, {"composite_score": 77.12, "event_id": "SUB_2026-03-25_F-CEIRR-IDPCC-0842021-02 MOD 07", "event_summary": "to ICF MACRO INC | $194,980", "event_type": "contract"}, {"composite_score": 77.12, "event_id": "SUB_2026-03-25_SVI-2319010-CAT-F112", "event_summary": "to CATERPILLAR INC | $369,222", "event_type": "contract"}, {"composite_score": 77.12, "event_id": "SUB_2026-03-25_D26P000395", "event_summary": "to THE BOEING COMPANY | $135,778", "event_type": "contract"}, {"composite_score": 74.15, "event_id": "SUB_2026-03-27_D26P000437", "event_summary": "to THE BOEING COMPANY | $262,452", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-23_M001217_PH", "transaction_date": "2026-03-23", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0331, "abnormal_return_60d": -0.1225, "abnormal_return_90d": -0.1609, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 55.17, "bill_count": 12, "bioguide_id": "F000110", "chamber": "House", "company_name": "", "composite_score": 75.6, "contract_count": 0, "correlation_count": 12, "correlation_id": "rollup__quiver_2026-02-03_F000110_META", "correlation_type": "rollup", "disclosure_date": "2026-02-24", "disclosure_lag_days": 21, "engine_version": "1.2.0", "industry": "Interactive Media & Services", "max_pair_score": 75.6, "member_name": "Cleo Fields", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 95.31, "ml_score_car": 12.54, "ml_score_distill": 95.31, "ml_shap_top3": [{"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"}], "ml_shap_top3_distill": [{"contribution": 6.6782, "factor": "timing_raw"}, {"contribution": 5.4564, "factor": "jurisdiction_raw"}, {"contribution": 2.0794, "factor": "amount_raw"}], "party": "D", "prev_composite_score": 75.6, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.952430+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "META", "top_correlations": [{"composite_score": 75.6, "event_id": "hr7345-119", "event_summary": "Studying Disastrous Impacts of Mass Deportation Act", "event_type": "bill"}, {"composite_score": 75.6, "event_id": "hr7347-119", "event_summary": "Stop Inhumane Conditions in ICE Detention Act of 2026", "event_type": "bill"}, {"composite_score": 73.96, "event_id": "hr7391-119", "event_summary": "Community Health Center Drug Pricing Protection Act", "event_type": "bill"}, {"composite_score": 73.96, "event_id": "hres1040-119", "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month.", "event_type": "bill"}, {"composite_score": 56.39, "event_id": "hres1088-119", "event_summary": "Recognizing and celebrating the significance of Black history museums and cultural institutions.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-03_F000110_META", "transaction_date": "2026-02-03", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0341, "abnormal_return_60d": 0.0428, "abnormal_return_90d": 0.0704, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 23.66, "bill_count": 18, "bioguide_id": "J000309", "chamber": "House", "company_name": "", "composite_score": 50.61, "contract_count": 1, "correlation_count": 19, "correlation_id": "rollup__quiver_2026-01-30_J000309_C", "correlation_type": "rollup", "disclosure_date": "2026-02-23", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Banks - Diversified", "max_pair_score": 50.61, "member_name": "Jonathan Jackson", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 45.51, "ml_score_car": 56.88, "ml_score_distill": 45.51, "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_car": [{"contribution": -0.0161, "factor": "timing_raw"}, {"contribution": 0.0077, "factor": "disclosure_lag_raw"}, {"contribution": 0.0074, "factor": "jurisdiction_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"}], "party": "D", "prev_composite_score": 50.61, "score_divergence": false, "scored_at": "2026-05-31T15:52:00.541139+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "C", "top_correlations": [{"composite_score": 50.61, "event_id": "SUB_2026-02-27_40487291", "event_summary": "to AMPHENOL CORP | $30,043", "event_type": "contract"}, {"composite_score": 40.68, "event_id": "hres1056-119", "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_type": "bill"}, {"composite_score": 39.09, "event_id": "hr7521-119", "event_summary": "United States-Cuba Trade Act of 2026", "event_type": "bill"}, {"composite_score": 39.09, "event_id": "hr7531-119", "event_summary": "Healthy Families Act", "event_type": "bill"}, {"composite_score": 38.38, "event_id": "hres1066-119", "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.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-30_J000309_C", "transaction_date": "2026-01-30", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0343, "abnormal_return_60d": -0.0838, "abnormal_return_90d": -0.0559, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 30.27, "bill_count": 1, "bioguide_id": "H000273", "chamber": "Senate", "company_name": "", "composite_score": 30.27, "contract_count": 0, "correlation_count": 1, "correlation_id": "rollup__quiver_2025-12-10_H000273_FWONK", "correlation_type": "rollup", "disclosure_date": "2026-01-06", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Entertainment", "max_pair_score": 30.27, "member_name": "John Hickenlooper", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 9.75, "ml_score_car": 87.31, "ml_score_distill": 9.75, "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_car": [{"contribution": 0.0415, "factor": "timing_raw"}, {"contribution": -0.0312, "factor": "multiple_signals_raw"}, {"contribution": 0.0259, "factor": "jurisdiction_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"}], "party": "D", "prev_composite_score": 30.27, "score_divergence": true, "scored_at": "2026-05-31T15:51:56.940375+00:00", "sector": "Communication Services", "severity_tier": "low", "ticker": "FWONK", "top_correlations": [{"composite_score": 30.27, "event_id": "s3257-119", "event_summary": "Mental Health in Aviation Act of 2025", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-10_H000273_FWONK", "transaction_date": "2025-12-10", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0343, "abnormal_return_60d": -0.1859, "abnormal_return_90d": null, "amount_lower": 500001, "amount_range": "500001.0", "avg_pair_score": 34.06, "bill_count": 0, "bioguide_id": "H001082", "chamber": "House", "company_name": "SmartStop Self Storage REIT, In", "composite_score": 34.06, "contract_count": 1, "correlation_count": 1, "correlation_id": "rollup__quiver_2026-03-18_H001082_SMA", "correlation_type": "rollup", "disclosure_date": "2026-04-03", "disclosure_lag_days": 16, "engine_version": "1.2.0", "industry": "REIT - Industrial", "max_pair_score": 34.06, "member_name": "Kevin Hern", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 38.7, "ml_score_distill": 17.94, "ml_shap_top3_car": [{"contribution": -0.0415, "factor": "multiple_signals_raw"}, {"contribution": -0.0215, "factor": "amount_raw"}, {"contribution": 0.0152, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -13.8021, "factor": "timing_raw"}, {"contribution": -12.6698, "factor": "trade_before_event_raw"}, {"contribution": 4.8147, "factor": "jurisdiction_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.543414+00:00", "sector": "Real Estate", "severity_tier": "low", "ticker": "SMA", "top_correlations": [{"composite_score": 34.06, "event_id": "SUB_2026-02-19_PS0-1178MT CST", "event_summary": "to AGILENT TECHNOLOGIES INC | $32,165", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-18_H001082_SMA", "transaction_date": "2026-03-18", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0343, "abnormal_return_60d": 0.0378, "abnormal_return_90d": 0.0624, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.39, "bill_count": 14, "bioguide_id": "J000310", "chamber": "House", "company_name": "", "composite_score": 70.33, "contract_count": 0, "correlation_count": 14, "correlation_id": "rollup__quiver_2025-12-18_J000310_RSG", "correlation_type": "rollup", "disclosure_date": "2026-01-15", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Waste Management", "max_pair_score": 70.33, "member_name": "Julie Johnson", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.72, "ml_score_car": 58.15, "ml_score_distill": 88.72, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 70.33, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.690060+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "RSG", "top_correlations": [{"composite_score": 70.33, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 52.92, "event_id": "hr6731-119", "event_summary": "Restore Trust in Government Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hres1001-119", "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_type": "bill"}, {"composite_score": 49.56, "event_id": "hr7088-119", "event_summary": "NO NATO for Purchase Act", "event_type": "bill"}, {"composite_score": 49.56, "event_id": "hr7119-119", "event_summary": "DHS Use of Force Oversight Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-18_J000310_RSG", "transaction_date": "2025-12-18", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0358, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 38.42, "bill_count": 28, "bioguide_id": "C001123", "chamber": "House", "company_name": "Microsoft Corporation", "composite_score": 71.39, "contract_count": 9, "correlation_count": 37, "correlation_id": "rollup__quiver_2026-04-14_C001123_MSFT", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 71.39, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 65.26, "ml_score_distill": 90.85, "ml_shap_top3_car": [{"contribution": 0.0106, "factor": "jurisdiction_raw"}, {"contribution": 0.0083, "factor": "amount_raw"}, {"contribution": -0.004, "factor": "timing_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.924546+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "MSFT", "top_correlations": [{"composite_score": 71.39, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 57.52, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 56.8, "event_id": "hr8563-119", "event_summary": "Investing in the American Dream Act", "event_type": "bill"}, {"composite_score": 55.51, "event_id": "hres1243-119", "event_summary": "Recognizing the significance of Asian American, Native Hawaiian, and Pacific Islander Heritage Month as an important time to celebrate the significant contributions of Asian Americans, Native Hawaiian", "event_type": "bill"}, {"composite_score": 53.41, "event_id": "hres1252-119", "event_summary": "Resolution memorializing law enforcement officers killed in the line of duty.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-14_C001123_MSFT", "transaction_date": "2026-04-14", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0363, "abnormal_return_60d": 0.0092, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 38.14, "bill_count": 6, "bioguide_id": "G000583", "chamber": "House", "company_name": "Performance Food Group Company", "composite_score": 72.48, "contract_count": 1, "correlation_count": 7, "correlation_id": "rollup__quiver_2026-04-09_G000583_PFGC", "correlation_type": "rollup", "disclosure_date": "2026-05-19", "disclosure_lag_days": 40, "engine_version": "1.2.0", "industry": "Food Distribution", "max_pair_score": 72.48, "member_name": "Josh Gottheimer", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 49.35, "ml_score_distill": 86.55, "ml_shap_top3_car": [{"contribution": -0.043, "factor": "timing_raw"}, {"contribution": 0.0385, "factor": "disclosure_lag_raw"}, {"contribution": 0.0154, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 8.0148, "factor": "disclosure_lag_raw"}, {"contribution": 4.868, "factor": "jurisdiction_raw"}, {"contribution": -4.5486, "factor": "timing_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.945750+00:00", "sector": "Consumer Defensive", "severity_tier": "medium", "ticker": "PFGC", "top_correlations": [{"composite_score": 72.48, "event_id": "SUB_2026-04-17_GNS-USPTO-BOSS-IDE AWARD", "event_summary": "to GOVERNMENT NETWORK SOLUTIONS, INC. | $91,280", "event_type": "contract"}, {"composite_score": 46.5, "event_id": "hr8516-119", "event_summary": "American Leadership in AI Act", "event_type": "bill"}, {"composite_score": 42.72, "event_id": "hr8700-119", "event_summary": "Protecting U.S. Farmland and Sensitive Sites From Foreign Adversaries Act", "event_type": "bill"}, {"composite_score": 31.85, "event_id": "hr8055-119", "event_summary": "Extending WIC for New Moms Act", "event_type": "bill"}, {"composite_score": 24.48, "event_id": "hres1073-119", "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_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-09_G000583_PFGC", "transaction_date": "2026-04-09", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0365, "abnormal_return_60d": 0.163, "abnormal_return_90d": 1.0771, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.75, "bill_count": 24, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 70.33, "contract_count": 1, "correlation_count": 25, "correlation_id": "rollup__quiver_2026-02-10_C001123_AMD", "correlation_type": "rollup", "disclosure_date": "2026-03-09", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 70.33, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.72, "ml_score_car": 58.15, "ml_score_distill": 88.72, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 70.33, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.732137+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "AMD", "top_correlations": [{"composite_score": 70.33, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 70.33, "event_id": "hr7499-119", "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_type": "bill"}, {"composite_score": 70.33, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 68.69, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}, {"composite_score": 58.94, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-10_C001123_AMD", "transaction_date": "2026-02-10", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0367, "abnormal_return_60d": 0.0922, "abnormal_return_90d": 0.1392, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 56.56, "bill_count": 8, "bioguide_id": "K000398", "chamber": "House", "company_name": "", "composite_score": 90.662, "contract_count": 0, "correlation_count": 8, "correlation_id": "rollup__quiver_2025-12-16_K000398_LLYVK", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 31, "engine_version": "1.2.0", "industry": "Entertainment", "max_pair_score": 90.662, "member_name": "Thomas H. Kean Jr", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 100.0, "ml_score_car": 38.67, "ml_score_distill": 100.0, "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_car": [{"contribution": -0.031, "factor": "disclosure_lag_raw"}, {"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.0018, "factor": "multiple_signals_raw"}], "ml_shap_top3_distill": [{"contribution": 7.6902, "factor": "timing_raw"}, {"contribution": 4.991, "factor": "jurisdiction_raw"}, {"contribution": 3.3589, "factor": "disclosure_lag_raw"}], "party": "R", "prev_composite_score": 90.662, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.290798+00:00", "sector": "Communication Services", "severity_tier": "high", "ticker": "LLYVK", "top_correlations": [{"composite_score": 90.662, "event_id": "hr6856-119", "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_type": "bill"}, {"composite_score": 65.156, "event_id": "hr7094-119", "event_summary": "No Aid for Russian Energy Act", "event_type": "bill"}, {"composite_score": 65.156, "event_id": "hr7118-119", "event_summary": "Genomic Answers for Children\u2019s Health Act of 2026", "event_type": "bill"}, {"composite_score": 53.339, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}, {"composite_score": 48.36, "event_id": "hr6302-119", "event_summary": "Whistleblowers Aiding National Security Act of 2025", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-16_K000398_LLYVK", "transaction_date": "2025-12-16", "transaction_type": "exchange", "triple_correlation": false}
{"abnormal_return_30d": -0.0367, "abnormal_return_60d": 0.0922, "abnormal_return_90d": 0.1392, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 58.63, "bill_count": 7, "bioguide_id": "P000048", "chamber": "House", "company_name": "", "composite_score": 73.307, "contract_count": 0, "correlation_count": 7, "correlation_id": "rollup__quiver_2025-12-16_P000048_LLYVK", "correlation_type": "rollup", "disclosure_date": "2026-01-20", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Entertainment", "max_pair_score": 73.307, "member_name": "August Lee Pfluger Ii", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 77.65, "ml_score_car": 0.0, "ml_score_distill": 77.65, "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_car": [{"contribution": -0.0465, "factor": "timing_raw"}, {"contribution": -0.031, "factor": "disclosure_lag_raw"}, {"contribution": -0.013, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": -8.003, "factor": "timing_raw"}, {"contribution": 6.2921, "factor": "disclosure_lag_raw"}, {"contribution": 5.5289, "factor": "jurisdiction_raw"}], "party": "R", "prev_composite_score": 73.307, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.368450+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "LLYVK", "top_correlations": [{"composite_score": 73.307, "event_id": "hr6976-119", "event_summary": "Duty Status Reform Act", "event_type": "bill"}, {"composite_score": 70.941, "event_id": "hres998-119", "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_type": "bill"}, {"composite_score": 60.749, "event_id": "hr6423-119", "event_summary": "HELP Copays Act", "event_type": "bill"}, {"composite_score": 58.812, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}, {"composite_score": 51.493, "event_id": "hr6191-119", "event_summary": "No Taxpayer Funded Abortion Travel for Illegal Aliens Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-16_P000048_LLYVK", "transaction_date": "2025-12-16", "transaction_type": "exchange", "triple_correlation": false}
{"abnormal_return_30d": -0.0371, "abnormal_return_60d": 0.0468, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 33.07, "bill_count": 7, "bioguide_id": "H001082", "chamber": "House", "company_name": "Invesco Ltd", "composite_score": 50.41, "contract_count": 2, "correlation_count": 9, "correlation_id": "rollup__quiver_2026-03-17_H001082_IVZ", "correlation_type": "rollup", "disclosure_date": "2026-04-03", "disclosure_lag_days": 17, "engine_version": "1.2.0", "industry": "Asset Management", "max_pair_score": 50.41, "member_name": "Kevin Hern", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 10.41, "ml_score_distill": 49.41, "ml_shap_top3_car": [{"contribution": -0.0568, "factor": "jurisdiction_raw"}, {"contribution": -0.0103, "factor": "amount_raw"}, {"contribution": -0.0088, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": -12.2793, "factor": "trade_before_event_raw"}, {"contribution": 11.1636, "factor": "jurisdiction_raw"}, {"contribution": -6.1901, "factor": "timing_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.544377+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "IVZ", "top_correlations": [{"composite_score": 50.41, "event_id": "SUB_2026-03-05_D26P000282", "event_summary": "to AVIATRIX INC | $77,245", "event_type": "contract"}, {"composite_score": 49.79, "event_id": "hr8034-119", "event_summary": "Protecting America\u2019s Small Oil and Gas Producers and Rural Jobs Act", "event_type": "bill"}, {"composite_score": 46.52, "event_id": "SUB_2026-02-27_40487291", "event_summary": "to AMPHENOL CORP | $30,043", "event_type": "contract"}, {"composite_score": 42.51, "event_id": "hr8101-119", "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)", "event_type": "bill"}, {"composite_score": 33.75, "event_id": "hres1156-119", "event_summary": "Expressing support for tax policies that support working families.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-17_H001082_IVZ", "transaction_date": "2026-03-17", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0376, "abnormal_return_60d": 0.0249, "abnormal_return_90d": -0.0736, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 43.95, "bill_count": 20, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 70.33, "contract_count": 3, "correlation_count": 23, "correlation_id": "rollup__quiver_2026-02-10_C001123_AME", "correlation_type": "rollup", "disclosure_date": "2026-03-09", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 70.33, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.72, "ml_score_car": 58.15, "ml_score_distill": 88.72, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 70.33, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.749148+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "AME", "top_correlations": [{"composite_score": 70.33, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 70.33, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 68.69, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}, {"composite_score": 60.25, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}, {"composite_score": 58.94, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-10_C001123_AME", "transaction_date": "2026-02-10", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": -0.0377, "abnormal_return_60d": -0.1177, "abnormal_return_90d": -0.0801, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 45.95, "bill_count": 28, "bioguide_id": "M001232", "chamber": "House", "company_name": "", "composite_score": 68.88, "contract_count": 2, "correlation_count": 30, "correlation_id": "rollup__quiver_2026-02-06_M001232_MIDD", "correlation_type": "rollup", "disclosure_date": "2026-03-10", "disclosure_lag_days": 32, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 68.88, "member_name": "April Mcclain Delaney", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.72, "ml_score_car": 46.38, "ml_score_distill": 90.72, "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_car": [{"contribution": -0.0227, "factor": "disclosure_lag_raw"}, {"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.0022, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": 4.8091, "factor": "jurisdiction_raw"}, {"contribution": 3.3443, "factor": "timing_raw"}, {"contribution": 2.7089, "factor": "disclosure_lag_raw"}], "party": "D", "prev_composite_score": 68.88, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.568659+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "MIDD", "top_correlations": [{"composite_score": 68.88, "event_id": "hr7479-119", "event_summary": "WORK to Save Lives Act", "event_type": "bill"}, {"composite_score": 67.55, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 67.55, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 66.3, "event_id": "hr7531-119", "event_summary": "Healthy Families Act", "event_type": "bill"}, {"composite_score": 61.82, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-06_M001232_MIDD", "transaction_date": "2026-02-06", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": -0.0382, "abnormal_return_60d": -0.0747, "abnormal_return_90d": -0.1007, "amount_lower": 1000001, "amount_range": "1000001.0", "avg_pair_score": 56.14, "bill_count": 1, "bioguide_id": "P000197", "chamber": "House", "company_name": "", "composite_score": 56.14, "contract_count": 0, "correlation_count": 1, "correlation_id": "rollup__quiver_2025-12-30_P000197_DIS", "correlation_type": "rollup", "disclosure_date": "2026-01-23", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Entertainment", "max_pair_score": 56.14, "member_name": "Nancy Pelosi", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 59.45, "ml_score_car": 28.62, "ml_score_distill": 59.45, "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_car": [{"contribution": -0.0487, "factor": "multiple_signals_raw"}, {"contribution": 0.0213, "factor": "jurisdiction_raw"}, {"contribution": -0.0207, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": -9.1238, "factor": "timing_raw"}, {"contribution": 5.6626, "factor": "jurisdiction_raw"}, {"contribution": -4.9147, "factor": "multiple_signals_raw"}], "party": "D", "prev_composite_score": 56.14, "score_divergence": true, "scored_at": "2026-05-31T15:51:58.829215+00:00", "sector": "Communication Services", "severity_tier": "low", "ticker": "DIS", "top_correlations": [{"composite_score": 56.14, "event_id": "hres996-119", "event_summary": "Impeaching Kristi Lynn Arnold Noem, Secretary of Homeland Security, for high crimes and misdemeanors.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-30_P000197_DIS", "transaction_date": "2025-12-30", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0382, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 43.75, "bill_count": 10, "bioguide_id": "A000372", "chamber": "House", "company_name": "Intuit Inc.", "composite_score": 72.48, "contract_count": 9, "correlation_count": 19, "correlation_id": "rollup__quiver_2026-04-16_A000372_INTU", "correlation_type": "rollup", "disclosure_date": "2026-06-05", "disclosure_lag_days": 50, "engine_version": "1.2.0", "industry": "Software - Application", "max_pair_score": 72.48, "member_name": "Richard W. Allen", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 49.35, "ml_score_distill": 86.55, "ml_shap_top3_car": [{"contribution": -0.043, "factor": "timing_raw"}, {"contribution": 0.0385, "factor": "disclosure_lag_raw"}, {"contribution": 0.0154, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 8.0148, "factor": "disclosure_lag_raw"}, {"contribution": 4.868, "factor": "jurisdiction_raw"}, {"contribution": -4.5486, "factor": "timing_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.611539+00:00", "sector": "Technology", "severity_tier": "medium", "ticker": "INTU", "top_correlations": [{"composite_score": 72.48, "event_id": "SUB_2026-04-24_5500364295", "event_summary": "to LEGGETT & PLATT AEROSPACE MIDDLETOWN, LLC | $443,259", "event_type": "contract"}, {"composite_score": 68.05, "event_id": "SUB_2026-04-29_2601523", "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,137", "event_type": "contract"}, {"composite_score": 67.33, "event_id": "SUB_2026-04-30_P-00042974", "event_summary": "to CDW GOVERNMENT LLC | $46,374", "event_type": "contract"}, {"composite_score": 62.97, "event_id": "SUB_2026-04-13_2601262", "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,910", "event_type": "contract"}, {"composite_score": 62.97, "event_id": "SUB_2026-04-13_2601264", "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $44,676", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-16_A000372_INTU", "transaction_date": "2026-04-16", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0387, "abnormal_return_60d": -0.0343, "abnormal_return_90d": -0.2104, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 43.55, "bill_count": 23, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 72.1, "contract_count": 13, "correlation_count": 36, "correlation_id": "rollup__quiver_2026-03-02_C001123_FSS", "correlation_type": "rollup", "disclosure_date": "2026-03-09", "disclosure_lag_days": 7, "engine_version": "1.2.0", "industry": "Pollution & Treatment Controls", "max_pair_score": 72.1, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 72.1, "scored_at": "2026-05-31T15:52:02.884048+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "FSS", "top_correlations": [{"composite_score": 72.1, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}, {"composite_score": 72.1, "event_id": "hr7745-119", "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_type": "bill"}, {"composite_score": 61.98, "event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059", "event_type": "contract"}, {"composite_score": 55.08, "event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_summary": "to OSHKOSH DEFENSE LLC | $191,384", "event_type": "contract"}, {"composite_score": 55.08, "event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_summary": "to OSHKOSH DEFENSE LLC | $960,267", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-02_C001123_FSS", "transaction_date": "2026-03-02", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.039, "abnormal_return_60d": -0.0724, "abnormal_return_90d": -0.1818, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 49.27, "bill_count": 4, "bioguide_id": "L000595", "chamber": "House", "company_name": "", "composite_score": 58.68, "contract_count": 2, "correlation_count": 6, "correlation_id": "rollup__quiver_2026-02-04_L000595_MMM", "correlation_type": "rollup", "disclosure_date": "2026-03-12", "disclosure_lag_days": 36, "engine_version": "1.2.0", "industry": "Conglomerates", "max_pair_score": 58.68, "member_name": "Julia Letlow", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 72.66, "ml_score_car": 66.5, "ml_score_distill": 72.66, "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_car": [{"contribution": -0.0307, "factor": "disclosure_lag_raw"}, {"contribution": 0.0288, "factor": "timing_raw"}, {"contribution": 0.0239, "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"}], "party": "R", "prev_composite_score": 58.68, "score_divergence": false, "scored_at": "2026-05-31T15:52:01.059852+00:00", "sector": "Industrials", "severity_tier": "low", "ticker": "MMM", "top_correlations": [{"composite_score": 58.68, "event_id": "hres1076-119", "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States.", "event_type": "bill"}, {"composite_score": 57.44, "event_id": "SUB_2026-02-27_0000001582-0", "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558", "event_type": "contract"}, {"composite_score": 56.44, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}, {"composite_score": 47.78, "event_id": "hr7235-119", "event_summary": "Protecting Motherhood Act", "event_type": "bill"}, {"composite_score": 37.64, "event_id": "hr5942-119", "event_summary": "National Cemetery Access Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-04_L000595_MMM", "transaction_date": "2026-02-04", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": -0.0404, "abnormal_return_60d": -0.1092, "abnormal_return_90d": -0.0166, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 12.15, "bill_count": 2, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 14.56, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2026-01-05_M001190_C", "correlation_type": "rollup", "disclosure_date": "2026-02-04", "disclosure_lag_days": 30, "engine_version": "1.2.0", "industry": "Banks - Diversified", "max_pair_score": 14.56, "member_name": "Markwayne Mullin", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.0, "ml_score_car": 31.45, "ml_score_distill": 0.0, "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_car": [{"contribution": -0.0314, "factor": "multiple_signals_raw"}, {"contribution": -0.018, "factor": "jurisdiction_raw"}, {"contribution": 0.0077, "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"}], "party": "R", "prev_composite_score": 14.56, "score_divergence": true, "scored_at": "2026-05-31T15:51:59.074898+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "C", "top_correlations": [{"composite_score": 14.56, "event_id": "s3478-119", "event_summary": "Indian Buffalo Management Act", "event_type": "bill"}, {"composite_score": 9.74, "event_id": "s3159-119", "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-05_M001190_C", "transaction_date": "2026-01-05", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0415, "abnormal_return_60d": -0.0802, "abnormal_return_90d": 0.3308, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 34.65, "bill_count": 17, "bioguide_id": "F000110", "chamber": "House", "company_name": "", "composite_score": 57.17, "contract_count": 0, "correlation_count": 17, "correlation_id": "rollup__quiver_2026-02-03_F000110_MU", "correlation_type": "rollup", "disclosure_date": "2026-02-24", "disclosure_lag_days": 21, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 57.17, "member_name": "Cleo Fields", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 51.73, "ml_score_car": 0.0, "ml_score_distill": 51.73, "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_car": [{"contribution": -0.0486, "factor": "amount_raw"}, {"contribution": -0.0203, "factor": "timing_raw"}, {"contribution": -0.0128, "factor": "jurisdiction_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"}], "party": "D", "prev_composite_score": 57.17, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.971080+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "MU", "top_correlations": [{"composite_score": 57.17, "event_id": "hr7345-119", "event_summary": "Studying Disastrous Impacts of Mass Deportation Act", "event_type": "bill"}, {"composite_score": 57.17, "event_id": "hr7347-119", "event_summary": "Stop Inhumane Conditions in ICE Detention Act of 2026", "event_type": "bill"}, {"composite_score": 55.53, "event_id": "hr7391-119", "event_summary": "Community Health Center Drug Pricing Protection Act", "event_type": "bill"}, {"composite_score": 55.53, "event_id": "hres1040-119", "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month.", "event_type": "bill"}, {"composite_score": 47.73, "event_id": "hr6644-119", "event_summary": "21st Century ROAD to Housing Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-03_F000110_MU", "transaction_date": "2026-02-03", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0421, "abnormal_return_60d": -0.1985, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 46.48, "bill_count": 22, "bioguide_id": "C001123", "chamber": "House", "company_name": "Cadre Holdings, Inc.", "composite_score": 76.59, "contract_count": 16, "correlation_count": 38, "correlation_id": "rollup__quiver_2026-03-16_C001123_CDRE", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 22, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 76.59, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 0.0, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": -0.0687, "factor": "jurisdiction_raw"}, {"contribution": -0.0265, "factor": "timing_raw"}, {"contribution": 0.0052, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 12.4056, "factor": "jurisdiction_raw"}, {"contribution": 7.0423, "factor": "timing_raw"}, {"contribution": 1.4487, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-14T01:23:30.053604+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "CDRE", "top_correlations": [{"composite_score": 76.59, "event_id": "SUB_2026-03-18_L-20260770773", "event_summary": "to THE BOEING COMPANY | $128,134", "event_type": "contract"}, {"composite_score": 70.33, "event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_summary": "to OSHKOSH DEFENSE LLC | $960,267", "event_type": "contract"}, {"composite_score": 70.33, "event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_summary": "to OSHKOSH DEFENSE LLC | $191,384", "event_type": "contract"}, {"composite_score": 70.33, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 68.69, "event_id": "SUB_2026-03-18_ASPHALT TESTING SERVICES 25-106", "event_summary": "to ASPHALT TESTING SERVICES ATS, LLC | $353,500", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-16_C001123_CDRE", "transaction_date": "2026-03-16", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0425, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 39.03, "bill_count": 16, "bioguide_id": "C001123", "chamber": "House", "company_name": "StandardAero, Inc.", "composite_score": 67.16, "contract_count": 25, "correlation_count": 41, "correlation_id": "rollup__quiver_2026-05-11_C001123_SARO", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 67.16, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 63.41, "ml_score_distill": 82.19, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.0054, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.190145+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "SARO", "top_correlations": [{"composite_score": 67.16, "event_id": "hres1291-119", "event_summary": "Expressing support for the recognition of May 3 through May 9, 2026, as Wildfire Preparedness Week, the national event educating the public on fire safety and preparedness, and supporting the goals of", "event_type": "bill"}, {"composite_score": 66.83, "event_id": "SUB_2026-05-21_D26P000865", "event_summary": "to THE BOEING COMPANY | $152,929", "event_type": "contract"}, {"composite_score": 61.98, "event_id": "SUB_2026-05-18_27HAL00700", "event_summary": "to ETS-LINDGREN INC | $66,020", "event_type": "contract"}, {"composite_score": 49.95, "event_id": "hr8707-119", "event_summary": "No Funds for Iran War Act", "event_type": "bill"}, {"composite_score": 49.36, "event_id": "SUB_2026-04-29_D26P000645", "event_summary": "to THE BOEING COMPANY | $130,791", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-11_C001123_SARO", "transaction_date": "2026-05-11", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0429, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 42.8, "bill_count": 18, "bioguide_id": "S000168", "chamber": "House", "company_name": "Microsoft Corporation", "composite_score": 68.21, "contract_count": 9, "correlation_count": 27, "correlation_id": "rollup__quiver_2026-04-17_S000168_MSFT", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 21, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 68.21, "member_name": "Maria Elvira Salazar", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 57.33, "ml_score_distill": 83.83, "ml_shap_top3_car": [{"contribution": 0.0106, "factor": "jurisdiction_raw"}, {"contribution": -0.0097, "factor": "timing_raw"}, {"contribution": 0.0031, "factor": "amount_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"}], "party": "R", "scored_at": "2026-06-15T01:02:25.607932+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "MSFT", "top_correlations": [{"composite_score": 68.21, "event_id": "hres1196-119", "event_summary": "Recognizing April as Cancer Prevention and Early Detection Month.", "event_type": "bill"}, {"composite_score": 66.78, "event_id": "hr8419-119", "event_summary": "To designate the facility of the United States Postal Service located at 3255 Northwest 94th Avenue in Coral Springs, Florida, as the \"Nancy Metayer Post Office Building\".", "event_type": "bill"}, {"composite_score": 59.99, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 59.11, "event_id": "hr8545-119", "event_summary": "Access to Donor Milk Act of 2026", "event_type": "bill"}, {"composite_score": 54.93, "event_id": "hres1252-119", "event_summary": "Resolution memorializing law enforcement officers killed in the line of duty.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-17_S000168_MSFT", "transaction_date": "2026-04-17", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0431, "abnormal_return_60d": -0.1978, "abnormal_return_90d": -0.1455, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.37, "bill_count": 14, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 64.39, "contract_count": 0, "correlation_count": 14, "correlation_id": "rollup__quiver_2026-01-15_C001123_CSW", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 29, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 64.39, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 74.96, "ml_score_car": 100.0, "ml_score_distill": 74.96, "ml_shap_top3": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0459, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 64.39, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.799579+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "CSW", "top_correlations": [{"composite_score": 64.39, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 52.92, "event_id": "hres993-119", "event_summary": "Recognizing and expressing support for the Iranian people protesting for a free and democratic Iran.", "event_type": "bill"}, {"composite_score": 52.36, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}, {"composite_score": 51.39, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-15_C001123_CSW", "transaction_date": "2026-01-15", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0432, "abnormal_return_60d": -0.2241, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 19.09, "bill_count": 4, "bioguide_id": "S000168", "chamber": "House", "company_name": "Ulta Beauty, Inc.", "composite_score": 24.48, "contract_count": 0, "correlation_count": 4, "correlation_id": "rollup__quiver_2026-03-19_S000168_ULTA", "correlation_type": "rollup", "disclosure_date": "2026-04-21", "disclosure_lag_days": 33, "engine_version": "1.2.0", "industry": "Specialty Retail", "max_pair_score": 24.48, "member_name": "Maria Elvira Salazar", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 8.5, "ml_score_distill": 0.0, "ml_shap_top3_car": [{"contribution": -0.0505, "factor": "disclosure_lag_raw"}, {"contribution": -0.0173, "factor": "jurisdiction_raw"}, {"contribution": -0.0152, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": -14.6702, "factor": "jurisdiction_raw"}, {"contribution": -11.5708, "factor": "trade_before_event_raw"}, {"contribution": -9.0302, "factor": "timing_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.537931+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "ULTA", "top_correlations": [{"composite_score": 24.48, "event_id": "hr7777-119", "event_summary": "Protecting America\u2019s Medical Supply Chains Act of 2026", "event_type": "bill"}, {"composite_score": 17.68, "event_id": "hres1044-119", "event_summary": "Expressing support for the designation of the year 2026 as the \"National Year of the Volunteer\".", "event_type": "bill"}, {"composite_score": 17.11, "event_id": "hr7055-119", "event_summary": "Restoring Sovereignty and Human Rights in Nicaragua Act of 2026", "event_type": "bill"}, {"composite_score": 17.11, "event_id": "hr6955-119", "event_summary": "Main Street Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-19_S000168_ULTA", "transaction_date": "2026-03-19", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0434, "abnormal_return_60d": -0.0696, "abnormal_return_90d": -0.1322, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 27.47, "bill_count": 4, "bioguide_id": "H001072", "chamber": "House", "company_name": "", "composite_score": 39.86, "contract_count": 0, "correlation_count": 4, "correlation_id": "rollup__quiver_2025-12-31_H001072_SOLV", "correlation_type": "rollup", "disclosure_date": "2026-01-23", "disclosure_lag_days": 23, "engine_version": "1.2.0", "industry": "Medical Instruments & Supplies", "max_pair_score": 39.86, "member_name": "James French Hill", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 33.1, "ml_score_car": 43.27, "ml_score_distill": 33.1, "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"}], "ml_shap_top3_distill": [{"contribution": -13.2233, "factor": "jurisdiction_raw"}, {"contribution": -3.7824, "factor": "timing_raw"}, {"contribution": 2.0097, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 39.86, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.985258+00:00", "sector": "Healthcare", "severity_tier": "low", "ticker": "SOLV", "top_correlations": [{"composite_score": 39.86, "event_id": "hr7022-119", "event_summary": "Mystic Alerts Act", "event_type": "bill"}, {"composite_score": 34.13, "event_id": "hr7230-119", "event_summary": "Buying American Cotton Act of 2026", "event_type": "bill"}, {"composite_score": 21.94, "event_id": "hr6766-119", "event_summary": "Essential Caregivers Act of 2025", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "hr6047-119", "event_summary": "Sharri Briley and Eric Edmundson Veterans Benefits Expansion Act of 2025", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-31_H001072_SOLV", "transaction_date": "2025-12-31", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0436, "abnormal_return_60d": 0.0184, "abnormal_return_90d": -0.1331, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 39.5, "bill_count": 33, "bioguide_id": "B001325", "chamber": "House", "company_name": "iShares Bitcoin Trust ETF", "composite_score": 61.76, "contract_count": 0, "correlation_count": 33, "correlation_id": "rollup__quiver_2026-03-04_B001325_IBIT", "correlation_type": "rollup", "disclosure_date": "2026-04-16", "disclosure_lag_days": 43, "engine_version": "1.2.0", "industry": "", "max_pair_score": 61.76, "member_name": "Sheri Biggs", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 9.84, "ml_score_distill": 73.42, "ml_shap_top3_car": [{"contribution": -0.0663, "factor": "amount_raw"}, {"contribution": -0.0407, "factor": "jurisdiction_raw"}, {"contribution": 0.0228, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": -13.6106, "factor": "jurisdiction_raw"}, {"contribution": 9.297, "factor": "disclosure_lag_raw"}, {"contribution": 4.7414, "factor": "timing_raw"}], "party": "R", "scored_at": "2026-06-02T01:24:34.925174+00:00", "sector": "", "severity_tier": "medium", "ticker": "IBIT", "top_correlations": [{"composite_score": 61.76, "event_id": "hr7874-119", "event_summary": "Mail Ballot Integrity Act", "event_type": "bill"}, {"composite_score": 58.26, "event_id": "hr7898-119", "event_summary": "To amend title 18, United States Code, to establish criminal penalties for interfering with National Guard protective zones.", "event_type": "bill"}, {"composite_score": 58.26, "event_id": "hr7902-119", "event_summary": "Safeguarding Women from Chemical Abortion Act", "event_type": "bill"}, {"composite_score": 53.84, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 53.12, "event_id": "hr7983-119", "event_summary": "Clean Water for All Life Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-04_B001325_IBIT", "transaction_date": "2026-03-04", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0451, "abnormal_return_60d": -0.0509, "abnormal_return_90d": 0.2383, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 23.7, "bill_count": 3, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 34.55, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2025-12-18_M001190_DELL", "correlation_type": "rollup", "disclosure_date": "2026-01-13", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Computer Hardware", "max_pair_score": 34.55, "member_name": "Markwayne Mullin", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 15.17, "ml_score_car": 65.14, "ml_score_distill": 15.17, "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"}], "ml_shap_top3_distill": [{"contribution": -15.5662, "factor": "jurisdiction_raw"}, {"contribution": -10.8152, "factor": "timing_raw"}, {"contribution": 2.2795, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 34.55, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.786833+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "DELL", "top_correlations": [{"composite_score": 34.55, "event_id": "s3606-119", "event_summary": "Fraud Accountability Act", "event_type": "bill"}, {"composite_score": 22.61, "event_id": "s3366-119", "event_summary": "Back the Blue Act of 2025", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "s3041-119", "event_summary": "Tribal Warrant Fairness Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-18_M001190_DELL", "transaction_date": "2025-12-18", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": -0.0457, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 39.46, "bill_count": 13, "bioguide_id": "W000802", "chamber": "Senate", "company_name": "NVIDIA Corporation", "composite_score": 68.41, "contract_count": 11, "correlation_count": 24, "correlation_id": "rollup__quiver_2026-05-08_W000802_NVDA", "correlation_type": "rollup", "disclosure_date": "2026-06-02", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 68.41, "member_name": "Sheldon Whitehouse", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 41.25, "ml_score_distill": 82.67, "ml_shap_top3_car": [{"contribution": -0.0245, "factor": "amount_raw"}, {"contribution": -0.015, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.192339+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "NVDA", "top_correlations": [{"composite_score": 68.41, "event_id": "s4545-119", "event_summary": "Scientific Integrity Act", "event_type": "bill"}, {"composite_score": 63.32, "event_id": "s4572-119", "event_summary": "Ending Passenger Rail Forced Arbitration Act", "event_type": "bill"}, {"composite_score": 61.73, "event_id": "sres751-119", "event_summary": "A resolution designating May 2026 as \"ALS Awareness Month\".", "event_type": "bill"}, {"composite_score": 57.62, "event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_summary": "to ACCENTURE LLP | $2,690,723", "event_type": "contract"}, {"composite_score": 56.03, "event_id": "s4646-119", "event_summary": "SAFEGUARD Veterans Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-08_W000802_NVDA", "transaction_date": "2026-05-08", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": -0.0465, "abnormal_return_60d": 0.1012, "abnormal_return_90d": 0.0338, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.39, "bill_count": 14, "bioguide_id": "J000310", "chamber": "House", "company_name": "", "composite_score": 70.33, "contract_count": 0, "correlation_count": 14, "correlation_id": "rollup__quiver_2025-12-18_J000310_UNP", "correlation_type": "rollup", "disclosure_date": "2026-01-15", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Railroads", "max_pair_score": 70.33, "member_name": "Julie Johnson", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.72, "ml_score_car": 58.15, "ml_score_distill": 88.72, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 70.33, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.729898+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "UNP", "top_correlations": [{"composite_score": 70.33, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 52.92, "event_id": "hr6731-119", "event_summary": "Restore Trust in Government Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hres1001-119", "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_type": "bill"}, {"composite_score": 49.56, "event_id": "hr7088-119", "event_summary": "NO NATO for Purchase Act", "event_type": "bill"}, {"composite_score": 49.56, "event_id": "hr7119-119", "event_summary": "DHS Use of Force Oversight Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-18_J000310_UNP", "transaction_date": "2025-12-18", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0465, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 37.36, "bill_count": 28, "bioguide_id": "C001123", "chamber": "House", "company_name": "ServiceNow, Inc.", "composite_score": 70.33, "contract_count": 9, "correlation_count": 37, "correlation_id": "rollup__quiver_2026-04-14_C001123_NOW", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 70.33, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 58.15, "ml_score_distill": 88.72, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.005, "factor": "timing_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.920057+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "NOW", "top_correlations": [{"composite_score": 70.33, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 55.75, "event_id": "hr8563-119", "event_summary": "Investing in the American Dream Act", "event_type": "bill"}, {"composite_score": 54.46, "event_id": "hres1243-119", "event_summary": "Recognizing the significance of Asian American, Native Hawaiian, and Pacific Islander Heritage Month as an important time to celebrate the significant contributions of Asian Americans, Native Hawaiian", "event_type": "bill"}, {"composite_score": 52.36, "event_id": "hres1252-119", "event_summary": "Resolution memorializing law enforcement officers killed in the line of duty.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-14_C001123_NOW", "transaction_date": "2026-04-14", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0471, "abnormal_return_60d": -0.0804, "abnormal_return_90d": -0.2457, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 49.1, "bill_count": 13, "bioguide_id": "T000490", "chamber": "House", "company_name": "", "composite_score": 73.62, "contract_count": 13, "correlation_count": 26, "correlation_id": "rollup__quiver_2026-02-26_T000490_PH", "correlation_type": "rollup", "disclosure_date": "2026-03-06", "disclosure_lag_days": 8, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 73.62, "member_name": "David J. Taylor", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 96.71, "ml_score_car": 42.16, "ml_score_distill": 96.71, "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_car": [{"contribution": -0.0415, "factor": "jurisdiction_raw"}, {"contribution": 0.0141, "factor": "amount_raw"}, {"contribution": 0.0104, "factor": "timing_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"}], "party": "R", "prev_composite_score": 73.62, "score_divergence": true, "scored_at": "2026-05-31T15:52:02.794980+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "PH", "top_correlations": [{"composite_score": 73.62, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}, {"composite_score": 70.33, "event_id": "SUB_2026-02-27_0000001582-0", "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558", "event_type": "contract"}, {"composite_score": 63.14, "event_id": "hr7809-119", "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_type": "bill"}, {"composite_score": 60.25, "event_id": "SUB_2026-03-18_ASPHALT TESTING SERVICES 25-106", "event_summary": "to ASPHALT TESTING SERVICES ATS, LLC | $353,500", "event_type": "contract"}, {"composite_score": 58.06, "event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-26_T000490_PH", "transaction_date": "2026-02-26", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": -0.0476, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 51.25, "bill_count": 5, "bioguide_id": "A000372", "chamber": "House", "company_name": "Ameriprise Financial, Inc.", "composite_score": 76.83, "contract_count": 8, "correlation_count": 13, "correlation_id": "rollup__quiver_2026-04-15_A000372_AMP", "correlation_type": "rollup", "disclosure_date": "2026-06-05", "disclosure_lag_days": 51, "engine_version": "1.2.0", "industry": "Asset Management", "max_pair_score": 76.83, "member_name": "Richard W. Allen", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 63.17, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": 0.0525, "factor": "disclosure_lag_raw"}, {"contribution": -0.0382, "factor": "timing_raw"}, {"contribution": 0.0149, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 8.5444, "factor": "disclosure_lag_raw"}, {"contribution": 4.6164, "factor": "jurisdiction_raw"}, {"contribution": 1.8137, "factor": "amount_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.917445+00:00", "sector": "Financial Services", "severity_tier": "medium", "ticker": "AMP", "top_correlations": [{"composite_score": 76.83, "event_id": "SUB_2026-04-21_MASI0-MAT0038066", "event_summary": "to CHARIOT DEFENSE, INC. | $80,000", "event_type": "contract"}, {"composite_score": 71.14, "event_id": "SUB_2026-05-13_D26P000792", "event_summary": "to AVIATRIX INC | $124,760", "event_type": "contract"}, {"composite_score": 70.92, "event_id": "SUB_2026-04-27_5500371963", "event_summary": "to BMT AEROSPACE USA, INC | $947,232", "event_type": "contract"}, {"composite_score": 70.92, "event_id": "SUB_2026-04-27_550037189U1", "event_summary": "to BMT AEROSPACE USA, INC | $335,551", "event_type": "contract"}, {"composite_score": 70.89, "event_id": "SUB_2026-05-14_MSA #82024 / TO 80", "event_summary": "to EFR ENVIRONMENTAL SERVICES INC. | $47,250", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-15_A000372_AMP", "transaction_date": "2026-04-15", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0477, "abnormal_return_60d": -0.1434, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 27.24, "bill_count": 7, "bioguide_id": "K000398", "chamber": "House", "company_name": "S&P Global Inc.", "composite_score": 51.17, "contract_count": 3, "correlation_count": 10, "correlation_id": "rollup__quiver_2026-03-26_K000398_SPGI", "correlation_type": "rollup", "disclosure_date": "2026-04-13", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Financial Data & Stock Exchanges", "max_pair_score": 51.17, "member_name": "Thomas H. Kean Jr", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 65.2, "ml_score_distill": 53.68, "ml_shap_top3_car": [{"contribution": 0.0082, "factor": "amount_raw"}, {"contribution": 0.0077, "factor": "disclosure_lag_raw"}, {"contribution": 0.0061, "factor": "multiple_signals_raw"}], "ml_shap_top3_distill": [{"contribution": -12.3182, "factor": "timing_raw"}, {"contribution": 5.8873, "factor": "jurisdiction_raw"}, {"contribution": 1.8484, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.264160+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "SPGI", "top_correlations": [{"composite_score": 51.17, "event_id": "SUB_2026-04-21_MASI0-MAT0038066", "event_summary": "to CHARIOT DEFENSE, INC. | $80,000", "event_type": "contract"}, {"composite_score": 37.2, "event_id": "SUB_2026-03-05_D26P000282", "event_summary": "to AVIATRIX INC | $77,245", "event_type": "contract"}, {"composite_score": 35.11, "event_id": "SUB_2026-02-27_40487291", "event_summary": "to AMPHENOL CORP | $30,043", "event_type": "contract"}, {"composite_score": 34.99, "event_id": "hr1431-119", "event_summary": "To designate the facility of the United States Postal Service located at 2407 State Route 71, Suite 1, in Spring Lake, New Jersey, as the \"James J. Howard Post Office\".", "event_type": "bill"}, {"composite_score": 34.55, "event_id": "hr8326-119", "event_summary": "To designate the facility of the United States Postal Service located at 16 Rev Dr Martin Luther King Jr Drive in Willingboro, New Jersey, as the \"James A. Cotten Post Office\".", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-26_K000398_SPGI", "transaction_date": "2026-03-26", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0486, "abnormal_return_60d": 0.0742, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 49.06, "bill_count": 43, "bioguide_id": "G000583", "chamber": "House", "company_name": "The Goldman Sachs Group, Inc.", "composite_score": 74.73, "contract_count": 6, "correlation_count": 49, "correlation_id": "rollup__quiver_2026-04-09_G000583_GS", "correlation_type": "rollup", "disclosure_date": "2026-05-19", "disclosure_lag_days": 40, "engine_version": "1.2.0", "industry": "Investment Banking & Brokerage", "max_pair_score": 74.73, "member_name": "Josh Gottheimer", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 56.66, "ml_score_distill": 97.56, "ml_shap_top3_car": [{"contribution": 0.0437, "factor": "disclosure_lag_raw"}, {"contribution": -0.0374, "factor": "timing_raw"}, {"contribution": 0.015, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 8.6558, "factor": "disclosure_lag_raw"}, {"contribution": 4.4716, "factor": "jurisdiction_raw"}, {"contribution": 1.2343, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.947076+00:00", "sector": "Financials", "severity_tier": "medium", "ticker": "GS", "top_correlations": [{"composite_score": 74.73, "event_id": "hr1431-119", "event_summary": "To designate the facility of the United States Postal Service located at 2407 State Route 71, Suite 1, in Spring Lake, New Jersey, as the \"James J. Howard Post Office\".", "event_type": "bill"}, {"composite_score": 74.73, "event_id": "hres1178-119", "event_summary": "Commemorating the 5-year remembrance of the April 15, 2021, mass shooting at a FedEx Ground facility in Indianapolis, Indiana, and denouncing all forms of anti-Asian hate, including the resurgence of ", "event_type": "bill"}, {"composite_score": 73.56, "event_id": "hr8338-119", "event_summary": "SAFER Act of 2026", "event_type": "bill"}, {"composite_score": 73.56, "event_id": "hr8326-119", "event_summary": "To designate the facility of the United States Postal Service located at 16 Rev Dr Martin Luther King Jr Drive in Willingboro, New Jersey, as the \"James A. Cotten Post Office\".", "event_type": "bill"}, {"composite_score": 67.33, "event_id": "hres1209-119", "event_summary": "Recognizing the significance of \"Community College Month\" in April as a celebration of more than 1,000 institutions throughout the United States supporting access to higher education, workforce traini", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-09_G000583_GS", "transaction_date": "2026-04-09", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0494, "abnormal_return_60d": -0.128, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 33.03, "bill_count": 9, "bioguide_id": "P000048", "chamber": "House", "company_name": "Berkshire Hathaway Inc. New", "composite_score": 49.33, "contract_count": 2, "correlation_count": 11, "correlation_id": "rollup__quiver_2026-03-13_P000048_BRK", "correlation_type": "rollup", "disclosure_date": "2026-04-15", "disclosure_lag_days": 33, "engine_version": "1.2.0", "industry": "Insurance - Diversified", "max_pair_score": 49.33, "member_name": "August Lee Pfluger Ii", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 12.55, "ml_score_distill": 43.77, "ml_shap_top3_car": [{"contribution": -0.0428, "factor": "disclosure_lag_raw"}, {"contribution": -0.036, "factor": "timing_raw"}, {"contribution": 0.0099, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": -12.6484, "factor": "trade_before_event_raw"}, {"contribution": 5.0538, "factor": "jurisdiction_raw"}, {"contribution": -4.2565, "factor": "timing_raw"}], "party": "R", "scored_at": "2026-06-11T02:26:56.864330+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "BRK", "top_correlations": [{"composite_score": 49.33, "event_id": "SUB_2026-03-05_D26P000282", "event_summary": "to AVIATRIX INC | $77,245", "event_type": "contract"}, {"composite_score": 48.93, "event_id": "hr556-119", "event_summary": "Protecting Access for Hunters and Anglers Act", "event_type": "bill"}, {"composite_score": 47.77, "event_id": "hr8034-119", "event_summary": "Protecting America\u2019s Small Oil and Gas Producers and Rural Jobs Act", "event_type": "bill"}, {"composite_score": 44.19, "event_id": "SUB_2026-02-27_40487291", "event_summary": "to AMPHENOL CORP | $30,043", "event_type": "contract"}, {"composite_score": 42.25, "event_id": "hr8101-119", "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-13_P000048_BRK", "transaction_date": "2026-03-13", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0509, "abnormal_return_60d": -0.1273, "abnormal_return_90d": -0.1842, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 36.91, "bill_count": 5, "bioguide_id": "T000490", "chamber": "House", "company_name": "", "composite_score": 51.92, "contract_count": 0, "correlation_count": 5, "correlation_id": "rollup__quiver_2026-02-26_T000490_PG", "correlation_type": "rollup", "disclosure_date": "2026-03-06", "disclosure_lag_days": 8, "engine_version": "1.2.0", "industry": "Household Products", "max_pair_score": 51.92, "member_name": "David J. Taylor", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 55.43, "ml_score_car": 60.07, "ml_score_distill": 55.43, "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"}], "ml_shap_top3_distill": [{"contribution": -10.975, "factor": "timing_raw"}, {"contribution": 5.3998, "factor": "jurisdiction_raw"}, {"contribution": 1.9202, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 51.92, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.767104+00:00", "sector": "Consumer Staples", "severity_tier": "low", "ticker": "PG", "top_correlations": [{"composite_score": 51.92, "event_id": "hr8028-119", "event_summary": "SNAP Fraud Reporting Act of 2026", "event_type": "bill"}, {"composite_score": 38.69, "event_id": "hr7476-119", "event_summary": "Water Infrastructure Assistance Reauthorization Act", "event_type": "bill"}, {"composite_score": 31.32, "event_id": "hr6899-119", "event_summary": "CFTC Advisory Committee Improvement Act of 2025", "event_type": "bill"}, {"composite_score": 31.32, "event_id": "hr6949-119", "event_summary": "Upward Mobility Act of 2026", "event_type": "bill"}, {"composite_score": 31.32, "event_id": "hr6520-119", "event_summary": "SNAP Data Transparency and Oversight Act of 2025", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-26_T000490_PG", "transaction_date": "2026-02-26", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0521, "abnormal_return_60d": -0.0743, "abnormal_return_90d": -0.0699, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 44.81, "bill_count": 9, "bioguide_id": "B001236", "chamber": "Senate", "company_name": "", "composite_score": 60.89, "contract_count": 8, "correlation_count": 17, "correlation_id": "rollup__quiver_2026-02-19_B001236_UNP", "correlation_type": "rollup", "disclosure_date": "2026-03-06", "disclosure_lag_days": 15, "engine_version": "1.2.0", "industry": "Railroads", "max_pair_score": 60.89, "member_name": "John Boozman", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 66.51, "ml_score_car": 56.91, "ml_score_distill": 66.51, "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_car": [{"contribution": -0.0139, "factor": "timing_raw"}, {"contribution": 0.0081, "factor": "jurisdiction_raw"}, {"contribution": 0.0066, "factor": "disclosure_lag_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"}], "party": "R", "prev_composite_score": 60.89, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.513796+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "UNP", "top_correlations": [{"composite_score": 60.89, "event_id": "SUB_2026-02-27_0000001582-0", "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558", "event_type": "contract"}, {"composite_score": 58.06, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}, {"composite_score": 53.34, "event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059", "event_type": "contract"}, {"composite_score": 50.12, "event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_summary": "to OSHKOSH DEFENSE LLC | $191,384", "event_type": "contract"}, {"composite_score": 50.12, "event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_summary": "to OSHKOSH DEFENSE LLC | $960,267", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-19_B001236_UNP", "transaction_date": "2026-02-19", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": -0.0529, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 29.24, "bill_count": 33, "bioguide_id": "S001203", "chamber": "Senate", "company_name": "Insulet Corporation", "composite_score": 61.01, "contract_count": 3, "correlation_count": 36, "correlation_id": "rollup__quiver_2026-05-07_S001203_PODD", "correlation_type": "rollup", "disclosure_date": "2026-05-10", "disclosure_lag_days": 3, "engine_version": "1.2.0", "industry": "Medical Devices", "max_pair_score": 61.01, "member_name": "Tina Smith", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 83.83, "ml_score_distill": 67.85, "ml_shap_top3_car": [{"contribution": 0.0226, "factor": "timing_raw"}, {"contribution": 0.019, "factor": "jurisdiction_raw"}, {"contribution": 0.0092, "factor": "multiple_signals_raw"}], "ml_shap_top3_distill": [{"contribution": -8.1509, "factor": "timing_raw"}, {"contribution": 5.5658, "factor": "jurisdiction_raw"}, {"contribution": 2.5212, "factor": "amount_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.196477+00:00", "sector": "Healthcare", "severity_tier": "medium", "ticker": "PODD", "top_correlations": [{"composite_score": 61.01, "event_id": "SUB_2026-05-21_24-0829-024", "event_summary": "to CERTIFIED AIR BALANCE CO INC | $109,280", "event_type": "contract"}, {"composite_score": 57.18, "event_id": "SUB_2026-05-28_ISPACE-SWES-BTS-APEIS-MOD 2", "event_summary": "to ISPACE, INC. | $44,824", "event_type": "contract"}, {"composite_score": 51.23, "event_id": "s4503-119", "event_summary": "Advancing Menopause Care and Mid-Life Women\u2019s Health Act", "event_type": "bill"}, {"composite_score": 48.82, "event_id": "sres732-119", "event_summary": "A resolution expressing the sense of the Senate that over 25 years of real-world evidence and hundreds of peer-reviewed studies proving that mifepristone is safe and effective should be respected, and", "event_type": "bill"}, {"composite_score": 48.82, "event_id": "s4540-119", "event_summary": "Reproductive Health Care Accessibility Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-07_S001203_PODD", "transaction_date": "2026-05-07", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": -0.0534, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 23.38, "bill_count": 4, "bioguide_id": "P000595", "chamber": "Senate", "company_name": "Corteva, Inc.", "composite_score": 37.19, "contract_count": 1, "correlation_count": 5, "correlation_id": "rollup__quiver_2026-04-23_P000595_CTVA", "correlation_type": "rollup", "disclosure_date": "2026-05-11", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Agricultural Inputs", "max_pair_score": 37.19, "member_name": "Gary Peters", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 54.82, "ml_score_distill": 24.03, "ml_shap_top3_car": [{"contribution": -0.0118, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}, {"contribution": 0.0038, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -14.5563, "factor": "jurisdiction_raw"}, {"contribution": -12.6159, "factor": "trade_before_event_raw"}, {"contribution": 8.0126, "factor": "timing_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.602232+00:00", "sector": "Basic Materials", "severity_tier": "low", "ticker": "CTVA", "top_correlations": [{"composite_score": 37.19, "event_id": "sres683-119", "event_summary": "A resolution raising awareness of lake sturgeon.", "event_type": "bill"}, {"composite_score": 33.39, "event_id": "SUB_2026-03-19_02009065-004", "event_summary": "to NFG CONSULTING, INC | $365,066", "event_type": "contract"}, {"composite_score": 16.42, "event_id": "s4250-119", "event_summary": "Sport Fish Restoration, Recreational Boating Safety, and Wildlife Restoration Act of 2026", "event_type": "bill"}, {"composite_score": 15.93, "event_id": "s4172-119", "event_summary": "AFTER Act of 2026", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "s3810-119", "event_summary": "SWAT Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-23_P000595_CTVA", "transaction_date": "2026-04-23", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": -0.0538, "abnormal_return_60d": -0.1215, "abnormal_return_90d": -0.2262, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 52.28, "bill_count": 10, "bioguide_id": "C001047", "chamber": "Senate", "company_name": "", "composite_score": 72.1, "contract_count": 12, "correlation_count": 22, "correlation_id": "rollup__quiver_2026-02-24_C001047_ITW", "correlation_type": "rollup", "disclosure_date": "2026-03-04", "disclosure_lag_days": 8, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 72.1, "member_name": "Shelley Moore Capito", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.59, "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 72.1, "score_divergence": true, "scored_at": "2026-05-31T15:52:02.598565+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "ITW", "top_correlations": [{"composite_score": 72.1, "event_id": "s3900-119", "event_summary": "Iran Human Rights, Internet Freedom, and Accountability Act of 2026", "event_type": "bill"}, {"composite_score": 71.04, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}, {"composite_score": 70.33, "event_id": "s3917-119", "event_summary": "The Dalilah Law", "event_type": "bill"}, {"composite_score": 68.69, "event_id": "s3938-119", "event_summary": "TAP Promotion Act", "event_type": "bill"}, {"composite_score": 67.16, "event_id": "SUB_2026-02-27_0000001582-0", "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-24_C001047_ITW", "transaction_date": "2026-02-24", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": -0.054, "abnormal_return_60d": -0.0033, "abnormal_return_90d": 0.0809, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 30.44, "bill_count": 17, "bioguide_id": "F000110", "chamber": "House", "company_name": "", "composite_score": 52.96, "contract_count": 0, "correlation_count": 17, "correlation_id": "rollup__quiver_2026-02-03_F000110_LRCX", "correlation_type": "rollup", "disclosure_date": "2026-02-24", "disclosure_lag_days": 21, "engine_version": "1.2.0", "industry": "Semiconductor Equipment & Materials", "max_pair_score": 52.96, "member_name": "Cleo Fields", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 53.24, "ml_score_car": 52.72, "ml_score_distill": 53.24, "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"}], "ml_shap_top3_distill": [{"contribution": -14.9529, "factor": "jurisdiction_raw"}, {"contribution": 8.3088, "factor": "timing_raw"}, {"contribution": 1.6283, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 52.96, "score_divergence": false, "scored_at": "2026-05-31T15:52:00.934401+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "LRCX", "top_correlations": [{"composite_score": 52.96, "event_id": "hr7345-119", "event_summary": "Studying Disastrous Impacts of Mass Deportation Act", "event_type": "bill"}, {"composite_score": 52.96, "event_id": "hr7347-119", "event_summary": "Stop Inhumane Conditions in ICE Detention Act of 2026", "event_type": "bill"}, {"composite_score": 51.32, "event_id": "hres1040-119", "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month.", "event_type": "bill"}, {"composite_score": 51.32, "event_id": "hr7391-119", "event_summary": "Community Health Center Drug Pricing Protection Act", "event_type": "bill"}, {"composite_score": 43.52, "event_id": "hr6644-119", "event_summary": "21st Century ROAD to Housing Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-03_F000110_LRCX", "transaction_date": "2026-02-03", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0541, "abnormal_return_60d": 0.0393, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 23.15, "bill_count": 3, "bioguide_id": "M001236", "chamber": "House", "company_name": "LGI Homes, Inc.", "composite_score": 39.09, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2026-03-12_M001236_LGIH", "correlation_type": "rollup", "disclosure_date": "2026-03-24", "disclosure_lag_days": 12, "engine_version": "1.2.0", "industry": "Residential Construction", "max_pair_score": 39.09, "member_name": "Tim Moore", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 60.85, "ml_score_distill": 29.02, "ml_shap_top3_car": [{"contribution": -0.0131, "factor": "jurisdiction_raw"}, {"contribution": 0.0095, "factor": "amount_raw"}, {"contribution": 0.009, "factor": "disclosure_lag_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"}], "party": "R", "scored_at": "2026-06-10T01:20:53.320133+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "LGIH", "top_correlations": [{"composite_score": 39.09, "event_id": "hr3410-119", "event_summary": "Supersonic Aviation Modernization Act", "event_type": "bill"}, {"composite_score": 16.42, "event_id": "hr7548-119", "event_summary": "SCAM Act", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "hr6955-119", "event_summary": "Main Street Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-12_M001236_LGIH", "transaction_date": "2026-03-12", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0546, "abnormal_return_60d": -0.0354, "abnormal_return_90d": -0.0021, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 58.39, "bill_count": 2, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 70.33, "contract_count": 2, "correlation_count": 4, "correlation_id": "rollup__quiver_2026-02-04_M001190_AIT", "correlation_type": "rollup", "disclosure_date": "2026-03-02", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Industrial Distribution", "max_pair_score": 70.33, "member_name": "Markwayne Mullin", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.72, "ml_score_car": 58.15, "ml_score_distill": 88.72, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 70.33, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.102884+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "AIT", "top_correlations": [{"composite_score": 70.33, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "sres606-119", "event_summary": "A resolution condemning the Government of Iran for its suppression of the right of Iranians to peacefully assemble.", "event_type": "bill"}, {"composite_score": 51.12, "event_id": "SUB_2026-02-27_0000001582-0", "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558", "event_type": "contract"}, {"composite_score": 50.12, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-04_M001190_AIT", "transaction_date": "2026-02-04", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": -0.0555, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 29.28, "bill_count": 2, "bioguide_id": "T000490", "chamber": "House", "company_name": "The Procter & Gamble Company", "composite_score": 31.77, "contract_count": 1, "correlation_count": 3, "correlation_id": "rollup__quiver_2026-04-27_T000490_PG", "correlation_type": "rollup", "disclosure_date": "2026-05-07", "disclosure_lag_days": 10, "engine_version": "1.2.0", "industry": "Household Products", "max_pair_score": 31.77, "member_name": "David J. Taylor", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 83.06, "ml_score_distill": 18.94, "ml_shap_top3_car": [{"contribution": 0.0225, "factor": "timing_raw"}, {"contribution": 0.0109, "factor": "trade_before_event_raw"}, {"contribution": 0.0108, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": -14.1723, "factor": "timing_raw"}, {"contribution": -12.5117, "factor": "trade_before_event_raw"}, {"contribution": 5.247, "factor": "jurisdiction_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.589802+00:00", "sector": "Consumer Staples", "severity_tier": "low", "ticker": "PG", "top_correlations": [{"composite_score": 31.77, "event_id": "hr8028-119", "event_summary": "SNAP Fraud Reporting Act of 2026", "event_type": "bill"}, {"composite_score": 31.32, "event_id": "hr7476-119", "event_summary": "Water Infrastructure Assistance Reauthorization Act", "event_type": "bill"}, {"composite_score": 24.74, "event_id": "SUB_2026-04-17_GNS-USPTO-BOSS-IDE AWARD", "event_summary": "to GOVERNMENT NETWORK SOLUTIONS, INC. | $91,280", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-27_T000490_PG", "transaction_date": "2026-04-27", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0559, "abnormal_return_60d": -0.0496, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 50.97, "bill_count": 10, "bioguide_id": "B001236", "chamber": "Senate", "company_name": "Microsoft Corporation", "composite_score": 72.51, "contract_count": 3, "correlation_count": 13, "correlation_id": "rollup__quiver_2026-03-05_B001236_MSFT", "correlation_type": "rollup", "disclosure_date": "2026-04-14", "disclosure_lag_days": 40, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 72.51, "member_name": "John Boozman", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 87.58, "ml_score_distill": 92.4, "ml_shap_top3_car": [{"contribution": 0.0598, "factor": "disclosure_lag_raw"}, {"contribution": -0.0322, "factor": "timing_raw"}, {"contribution": 0.0138, "factor": "jurisdiction_raw"}], "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"}], "party": "R", "scored_at": "2026-06-03T01:48:03.226885+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "MSFT", "top_correlations": [{"composite_score": 72.51, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 62.89, "event_id": "s4197-119", "event_summary": "Veterans Outdoor Rehabilitation Act", "event_type": "bill"}, {"composite_score": 62.45, "event_id": "s4220-119", "event_summary": "Veterans Health Administration Novel Therapeutics Preparedness Act", "event_type": "bill"}, {"composite_score": 62.45, "event_id": "s4249-119", "event_summary": "FARM Stability Act", "event_type": "bill"}, {"composite_score": 54.64, "event_id": "s3898-119", "event_summary": "Gerald\u2019s Law Reauthorization Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-05_B001236_MSFT", "transaction_date": "2026-03-05", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0568, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 49.77, "bill_count": 2, "bioguide_id": "A000372", "chamber": "House", "company_name": "The Procter & Gamble Company", "composite_score": 63.49, "contract_count": 1, "correlation_count": 3, "correlation_id": "rollup__quiver_2026-04-16_A000372_PG", "correlation_type": "rollup", "disclosure_date": "2026-06-05", "disclosure_lag_days": 50, "engine_version": "1.2.0", "industry": "Household Products", "max_pair_score": 63.49, "member_name": "Richard W. Allen", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 64.29, "ml_score_distill": 78.02, "ml_shap_top3_car": [{"contribution": 0.0445, "factor": "disclosure_lag_raw"}, {"contribution": -0.0269, "factor": "jurisdiction_raw"}, {"contribution": -0.0092, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": -14.2204, "factor": "jurisdiction_raw"}, {"contribution": 9.313, "factor": "disclosure_lag_raw"}, {"contribution": 9.0392, "factor": "timing_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.611002+00:00", "sector": "Consumer Staples", "severity_tier": "medium", "ticker": "PG", "top_correlations": [{"composite_score": 63.49, "event_id": "SUB_2026-04-17_GNS-USPTO-BOSS-IDE AWARD", "event_summary": "to GOVERNMENT NETWORK SOLUTIONS, INC. | $91,280", "event_type": "contract"}, {"composite_score": 42.91, "event_id": "hr7462-119", "event_summary": "Farmers\u2019 AID Relief Act", "event_type": "bill"}, {"composite_score": 42.91, "event_id": "hr7195-119", "event_summary": "Timber Harvesters, Haulers, and Landowners Market Disruptions Relief Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-16_A000372_PG", "transaction_date": "2026-04-16", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0569, "abnormal_return_60d": 0.0659, "abnormal_return_90d": 0.1328, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 44.85, "bill_count": 11, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 75.26, "contract_count": 0, "correlation_count": 11, "correlation_id": "rollup__quiver_2025-12-10_C001123_CP", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 33, "engine_version": "1.2.0", "industry": "Railroads", "max_pair_score": 75.26, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 100.0, "ml_score_car": 55.07, "ml_score_distill": 100.0, "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_car": [{"contribution": -0.0261, "factor": "disclosure_lag_raw"}, {"contribution": 0.0238, "factor": "timing_raw"}, {"contribution": 0.01, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 8.0311, "factor": "timing_raw"}, {"contribution": 5.0836, "factor": "jurisdiction_raw"}, {"contribution": 2.6197, "factor": "disclosure_lag_raw"}], "party": "D", "prev_composite_score": 75.26, "score_divergence": true, "scored_at": "2026-05-31T15:51:56.885452+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "CP", "top_correlations": [{"composite_score": 75.26, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 63.04, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 49.37, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}, {"composite_score": 49.37, "event_id": "hr6391-119", "event_summary": "Save Oak Flat from Foreign Mining Act", "event_type": "bill"}, {"composite_score": 44.62, "event_id": "hr6318-119", "event_summary": "No GOUGE Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-10_C001123_CP", "transaction_date": "2025-12-10", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0592, "abnormal_return_60d": -0.027, "abnormal_return_90d": 0.0017, "amount_lower": 500001, "amount_range": "500001.0", "avg_pair_score": 54.53, "bill_count": 2, "bioguide_id": "P000197", "chamber": "House", "company_name": "", "composite_score": 56.08, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2026-01-16_P000197_GOOGL", "correlation_type": "rollup", "disclosure_date": "2026-01-23", "disclosure_lag_days": 7, "engine_version": "1.2.0", "industry": "Interactive Media & Services", "max_pair_score": 56.08, "member_name": "Nancy Pelosi", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 62.69, "ml_score_car": 12.06, "ml_score_distill": 62.69, "ml_shap_top3": [{"contribution": -13.6904, "factor": "trade_before_event_raw"}, {"contribution": 6.461, "factor": "timing_raw"}, {"contribution": 5.3768, "factor": "jurisdiction_raw"}], "ml_shap_top3_car": [{"contribution": -0.0503, "factor": "amount_raw"}, {"contribution": -0.017, "factor": "timing_raw"}, {"contribution": 0.0136, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": -13.6904, "factor": "trade_before_event_raw"}, {"contribution": 6.461, "factor": "timing_raw"}, {"contribution": 5.3768, "factor": "jurisdiction_raw"}], "party": "D", "prev_composite_score": 56.08, "score_divergence": true, "scored_at": "2026-05-31T15:51:59.926337+00:00", "sector": "Communication Services", "severity_tier": "low", "ticker": "GOOGL", "top_correlations": [{"composite_score": 56.08, "event_id": "hres996-119", "event_summary": "Impeaching Kristi Lynn Arnold Noem, Secretary of Homeland Security, for high crimes and misdemeanors.", "event_type": "bill"}, {"composite_score": 52.99, "event_id": "hr7541-119", "event_summary": "U.S. Farmworker Protection Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-16_P000197_GOOGL", "transaction_date": "2026-01-16", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0594, "abnormal_return_60d": -0.1066, "abnormal_return_90d": null, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 35.18, "bill_count": 7, "bioguide_id": "H001082", "chamber": "House", "company_name": "Blackrock MuniAssets Fund, Inc", "composite_score": 52.52, "contract_count": 2, "correlation_count": 9, "correlation_id": "rollup__quiver_2026-03-17_H001082_MUA", "correlation_type": "rollup", "disclosure_date": "2026-04-03", "disclosure_lag_days": 17, "engine_version": "1.2.0", "industry": "Asset Management", "max_pair_score": 52.52, "member_name": "Kevin Hern", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 10.03, "ml_score_distill": 53.64, "ml_shap_top3_car": [{"contribution": -0.0567, "factor": "jurisdiction_raw"}, {"contribution": -0.0137, "factor": "amount_raw"}, {"contribution": 0.0054, "factor": "multiple_signals_raw"}], "ml_shap_top3_distill": [{"contribution": -12.1865, "factor": "trade_before_event_raw"}, {"contribution": 11.1689, "factor": "jurisdiction_raw"}, {"contribution": -6.1946, "factor": "timing_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.545491+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "MUA", "top_correlations": [{"composite_score": 52.52, "event_id": "SUB_2026-03-05_D26P000282", "event_summary": "to AVIATRIX INC | $77,245", "event_type": "contract"}, {"composite_score": 51.89, "event_id": "hr8034-119", "event_summary": "Protecting America\u2019s Small Oil and Gas Producers and Rural Jobs Act", "event_type": "bill"}, {"composite_score": 48.62, "event_id": "SUB_2026-02-27_40487291", "event_summary": "to AMPHENOL CORP | $30,043", "event_type": "contract"}, {"composite_score": 44.62, "event_id": "hr8101-119", "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)", "event_type": "bill"}, {"composite_score": 35.86, "event_id": "hres1156-119", "event_summary": "Expressing support for tax policies that support working families.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-17_H001082_MUA", "transaction_date": "2026-03-17", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0596, "abnormal_return_60d": 0.0808, "abnormal_return_90d": 0.4493, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 47.28, "bill_count": 8, "bioguide_id": "L000595", "chamber": "House", "company_name": "", "composite_score": 55.75, "contract_count": 0, "correlation_count": 8, "correlation_id": "rollup__quiver_2026-02-10_L000595_HUM", "correlation_type": "rollup", "disclosure_date": "2026-03-12", "disclosure_lag_days": 30, "engine_version": "1.2.0", "industry": "Managed Health Care", "max_pair_score": 55.75, "member_name": "Julia Letlow", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 60.14, "ml_score_car": 56.52, "ml_score_distill": 60.14, "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_car": [{"contribution": 0.0113, "factor": "jurisdiction_raw"}, {"contribution": -0.0109, "factor": "amount_raw"}, {"contribution": 0.0072, "factor": "disclosure_lag_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"}], "party": "R", "prev_composite_score": 55.75, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.041901+00:00", "sector": "Health Care", "severity_tier": "low", "ticker": "HUM", "top_correlations": [{"composite_score": 55.75, "event_id": "hr7661-119", "event_summary": "Stop the Sexualization of Children Act", "event_type": "bill"}, {"composite_score": 55.75, "event_id": "hres1076-119", "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States.", "event_type": "bill"}, {"composite_score": 55.08, "event_id": "hr7677-119", "event_summary": "Closing the Provider Fraud Gap Act", "event_type": "bill"}, {"composite_score": 54.46, "event_id": "hr7722-119", "event_summary": "Child Care Integrity Monitoring Act of 2026", "event_type": "bill"}, {"composite_score": 54.46, "event_id": "hr7723-119", "event_summary": "Safeguarding Taxpayer Dollars in Child Care Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-10_L000595_HUM", "transaction_date": "2026-02-10", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.06, "abnormal_return_60d": -0.2052, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 24.4, "bill_count": 4, "bioguide_id": "M001236", "chamber": "House", "company_name": "Krispy Kreme, Inc.", "composite_score": 51.32, "contract_count": 0, "correlation_count": 4, "correlation_id": "rollup__quiver_2026-03-17_M001236_DNUT", "correlation_type": "rollup", "disclosure_date": "2026-03-24", "disclosure_lag_days": 7, "engine_version": "1.2.0", "industry": "Grocery Stores", "max_pair_score": 51.32, "member_name": "Tim Moore", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 44.79, "ml_score_distill": 53.11, "ml_shap_top3_car": [{"contribution": -0.0115, "factor": "jurisdiction_raw"}, {"contribution": -0.0109, "factor": "timing_raw"}, {"contribution": 0.005, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": -14.8843, "factor": "jurisdiction_raw"}, {"contribution": 8.2129, "factor": "timing_raw"}, {"contribution": 1.656, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.545953+00:00", "sector": "Consumer Defensive", "severity_tier": "low", "ticker": "DNUT", "top_correlations": [{"composite_score": 51.32, "event_id": "hr556-119", "event_summary": "Protecting Access for Hunters and Anglers Act", "event_type": "bill"}, {"composite_score": 18.36, "event_id": "hres1073-119", "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_type": "bill"}, {"composite_score": 13.95, "event_id": "hr7024-119", "event_summary": "Hemp Planting Predictability Act", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "hr7010-119", "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", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-17_M001236_DNUT", "transaction_date": "2026-03-17", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0608, "abnormal_return_60d": -0.0494, "abnormal_return_90d": -0.1628, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 27.24, "bill_count": 5, "bioguide_id": "M001236", "chamber": "House", "company_name": "", "composite_score": 34.99, "contract_count": 0, "correlation_count": 5, "correlation_id": "rollup__quiver_2025-12-18_M001236_HOG", "correlation_type": "rollup", "disclosure_date": "2026-01-07", "disclosure_lag_days": 20, "engine_version": "1.2.0", "industry": "Recreational Vehicles", "max_pair_score": 34.99, "member_name": "Tim Moore", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 15.17, "ml_score_car": 51.2, "ml_score_distill": 15.17, "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": -0.0365, "factor": "jurisdiction_raw"}, {"contribution": 0.0174, "factor": "timing_raw"}, {"contribution": 0.0089, "factor": "disclosure_lag_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"}], "party": "R", "prev_composite_score": 34.99, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.828017+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "HOG", "top_correlations": [{"composite_score": 34.99, "event_id": "hr6955-119", "event_summary": "Main Street Capital Access Act", "event_type": "bill"}, {"composite_score": 27.75, "event_id": "hr6550-119", "event_summary": "American FIRST Act of 2025", "event_type": "bill"}, {"composite_score": 27.75, "event_id": "hr6552-119", "event_summary": "Bank-Fintech Partnership Enhancement Act", "event_type": "bill"}, {"composite_score": 27.75, "event_id": "hr6553-119", "event_summary": "TIER Act of 2025", "event_type": "bill"}, {"composite_score": 17.98, "event_id": "hr6293-119", "event_summary": "Housing Supply Expansion Act of 2025", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-18_M001236_HOG", "transaction_date": "2025-12-18", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0608, "abnormal_return_60d": 0.0141, "abnormal_return_90d": -0.0025, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 28.22, "bill_count": 9, "bioguide_id": "J000309", "chamber": "House", "company_name": "", "composite_score": 40.48, "contract_count": 0, "correlation_count": 9, "correlation_id": "rollup__quiver_2026-01-22_J000309_CPNG", "correlation_type": "rollup", "disclosure_date": "2026-02-23", "disclosure_lag_days": 32, "engine_version": "1.2.0", "industry": "Internet Retail", "max_pair_score": 40.48, "member_name": "Jonathan Jackson", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 24.52, "ml_score_car": 2.88, "ml_score_distill": 24.52, "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_car": [{"contribution": -0.0465, "factor": "disclosure_lag_raw"}, {"contribution": -0.0193, "factor": "timing_raw"}, {"contribution": -0.0171, "factor": "jurisdiction_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"}], "party": "D", "prev_composite_score": 40.48, "score_divergence": false, "scored_at": "2026-05-31T15:52:00.123982+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "CPNG", "top_correlations": [{"composite_score": 40.48, "event_id": "hres1040-119", "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month.", "event_type": "bill"}, {"composite_score": 37.56, "event_id": "hr7479-119", "event_summary": "WORK to Save Lives Act", "event_type": "bill"}, {"composite_score": 37.56, "event_id": "hres1056-119", "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_type": "bill"}, {"composite_score": 36.65, "event_id": "hr7521-119", "event_summary": "United States-Cuba Trade Act of 2026", "event_type": "bill"}, {"composite_score": 36.65, "event_id": "hr7531-119", "event_summary": "Healthy Families Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-22_J000309_CPNG", "transaction_date": "2026-01-22", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0609, "abnormal_return_60d": 0.1779, "abnormal_return_90d": -0.0082, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.85, "bill_count": 10, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 63.0, "contract_count": 0, "correlation_count": 10, "correlation_id": "rollup__quiver_2025-12-11_C001123_PRIM", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 32, "engine_version": "1.2.0", "industry": "Engineering & Construction", "max_pair_score": 63.0, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 72.83, "ml_score_car": 11.96, "ml_score_distill": 72.83, "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_car": [{"contribution": -0.0431, "factor": "disclosure_lag_raw"}, {"contribution": -0.0256, "factor": "timing_raw"}, {"contribution": 0.0081, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 4.6702, "factor": "jurisdiction_raw"}, {"contribution": -4.5652, "factor": "timing_raw"}, {"contribution": 2.1288, "factor": "disclosure_lag_raw"}], "party": "D", "prev_composite_score": 63.0, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.003055+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "PRIM", "top_correlations": [{"composite_score": 63.0, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 56.67, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 47.23, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}, {"composite_score": 47.23, "event_id": "hr6391-119", "event_summary": "Save Oak Flat from Foreign Mining Act", "event_type": "bill"}, {"composite_score": 42.8, "event_id": "hr6318-119", "event_summary": "No GOUGE Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-11_C001123_PRIM", "transaction_date": "2025-12-11", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0618, "abnormal_return_60d": -0.2722, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 44.96, "bill_count": 5, "bioguide_id": "H001082", "chamber": "House", "company_name": "Comcast Corporation", "composite_score": 73.15, "contract_count": 0, "correlation_count": 5, "correlation_id": "rollup__quiver_2026-03-17_H001082_CMCSA", "correlation_type": "rollup", "disclosure_date": "2026-04-03", "disclosure_lag_days": 17, "engine_version": "1.2.0", "industry": "Telecom Services", "max_pair_score": 73.15, "member_name": "Kevin Hern", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 84.44, "ml_score_distill": 93.12, "ml_shap_top3_car": [{"contribution": 0.0171, "factor": "timing_raw"}, {"contribution": 0.015, "factor": "amount_raw"}, {"contribution": 0.0115, "factor": "jurisdiction_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"}], "party": "R", "scored_at": "2026-06-15T01:02:26.544661+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "CMCSA", "top_correlations": [{"composite_score": 73.15, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 49.67, "event_id": "hr7905-119", "event_summary": "Diabetes Foot Health Access and Modernization Act of 2026", "event_type": "bill"}, {"composite_score": 37.2, "event_id": "hr2189-119", "event_summary": "Law-Enforcement Innovate to De-Escalate Act", "event_type": "bill"}, {"composite_score": 32.38, "event_id": "hr7300-119", "event_summary": "Make Elections Great Again Act", "event_type": "bill"}, {"composite_score": 32.38, "event_id": "hr909-119", "event_summary": "Crime Victims Fund Stabilization Act of 2025", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-17_H001082_CMCSA", "transaction_date": "2026-03-17", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0618, "abnormal_return_60d": -0.3364, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 43.88, "bill_count": 5, "bioguide_id": "H001082", "chamber": "House", "company_name": "Cognizant Technology Solutions Corporation", "composite_score": 73.15, "contract_count": 5, "correlation_count": 10, "correlation_id": "rollup__quiver_2026-03-17_H001082_CTSH", "correlation_type": "rollup", "disclosure_date": "2026-04-03", "disclosure_lag_days": 17, "engine_version": "1.2.0", "industry": "IT Consulting & Other Services", "max_pair_score": 73.15, "member_name": "Kevin Hern", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 84.44, "ml_score_distill": 93.12, "ml_shap_top3_car": [{"contribution": 0.0171, "factor": "timing_raw"}, {"contribution": 0.015, "factor": "amount_raw"}, {"contribution": 0.0115, "factor": "jurisdiction_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"}], "party": "R", "scored_at": "2026-06-15T01:02:26.545131+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "CTSH", "top_correlations": [{"composite_score": 73.15, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 57.57, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 49.67, "event_id": "hr7905-119", "event_summary": "Diabetes Foot Health Access and Modernization Act of 2026", "event_type": "bill"}, {"composite_score": 45.77, "event_id": "SUB_2026-03-23_Y260001944", "event_summary": "to TERADYNE, INC | $31,838", "event_type": "contract"}, {"composite_score": 45.77, "event_id": "SUB_2026-03-23_SVI-2319057-TCI-2544", "event_summary": "to TIDEWATER CONTRACTING, INC. | $195,421", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-17_H001082_CTSH", "transaction_date": "2026-03-17", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0619, "abnormal_return_60d": -0.0205, "abnormal_return_90d": -0.1089, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 14.07, "bill_count": 2, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 18.4, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2025-12-29_M001190_LLY", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Drug Manufacturers - General", "max_pair_score": 18.4, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.0, "ml_score_car": 23.03, "ml_score_distill": 0.0, "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_car": [{"contribution": -0.0314, "factor": "multiple_signals_raw"}, {"contribution": -0.0199, "factor": "jurisdiction_raw"}, {"contribution": -0.0127, "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"}], "party": "R", "prev_composite_score": 18.4, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.668884+00:00", "sector": "Healthcare", "severity_tier": "low", "ticker": "LLY", "top_correlations": [{"composite_score": 18.4, "event_id": "s3478-119", "event_summary": "Indian Buffalo Management Act", "event_type": "bill"}, {"composite_score": 9.74, "event_id": "s3159-119", "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-29_M001190_LLY", "transaction_date": "2025-12-29", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0626, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 46.99, "bill_count": 3, "bioguide_id": "J000309", "chamber": "House", "company_name": "Simon Property Group, Inc.", "composite_score": 67.36, "contract_count": 1, "correlation_count": 4, "correlation_id": "rollup__quiver_2026-04-20_J000309_SPG", "correlation_type": "rollup", "disclosure_date": "2026-05-27", "disclosure_lag_days": 37, "engine_version": "1.2.0", "industry": "REIT - Retail", "max_pair_score": 67.36, "member_name": "Jonathan Jackson", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 31.42, "ml_score_distill": 78.51, "ml_shap_top3_car": [{"contribution": -0.0319, "factor": "timing_raw"}, {"contribution": 0.0133, "factor": "jurisdiction_raw"}, {"contribution": -0.0105, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": -5.8581, "factor": "timing_raw"}, {"contribution": 5.5001, "factor": "disclosure_lag_raw"}, {"contribution": 4.7168, "factor": "jurisdiction_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.606671+00:00", "sector": "Real Estate", "severity_tier": "medium", "ticker": "SPG", "top_correlations": [{"composite_score": 67.36, "event_id": "hres1249-119", "event_summary": "Unhoused Persons Bill of Rights", "event_type": "bill"}, {"composite_score": 41.1, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}, {"composite_score": 39.75, "event_id": "SUB_2026-02-19_PS0-1178MT CST", "event_summary": "to AGILENT TECHNOLOGIES INC | $32,165", "event_type": "contract"}, {"composite_score": 39.75, "event_id": "hr7856-119", "event_summary": "Fair Housing for Survivors Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-20_J000309_SPG", "transaction_date": "2026-04-20", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0627, "abnormal_return_60d": -0.0522, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 51.73, "bill_count": 62, "bioguide_id": "G000583", "chamber": "House", "company_name": "NetEase, Inc.", "composite_score": 82.63, "contract_count": 0, "correlation_count": 62, "correlation_id": "rollup__quiver_2026-04-06_G000583_NTES", "correlation_type": "rollup", "disclosure_date": "2026-05-19", "disclosure_lag_days": 43, "engine_version": "1.2.0", "industry": "Electronic Gaming & Multimedia", "max_pair_score": 82.63, "member_name": "Josh Gottheimer", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 100.0, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": 0.061, "factor": "disclosure_lag_raw"}, {"contribution": 0.0157, "factor": "jurisdiction_raw"}, {"contribution": 0.0063, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 8.4219, "factor": "disclosure_lag_raw"}, {"contribution": 7.5329, "factor": "timing_raw"}, {"contribution": 4.8207, "factor": "jurisdiction_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.249930+00:00", "sector": "Communication Services", "severity_tier": "high", "ticker": "NTES", "top_correlations": [{"composite_score": 82.63, "event_id": "hr8205-119", "event_summary": "Accelerating Access to Critical Therapies for ALS Reauthorization Act of 2026", "event_type": "bill"}, {"composite_score": 77.69, "event_id": "hr8239-119", "event_summary": "SACRED Act", "event_type": "bill"}, {"composite_score": 77.69, "event_id": "hres1162-119", "event_summary": "Supporting the goals and ideals of Glisten's (formerly GLSEN's) 2026 Day of Silence in bringing attention to anti-LGBTQI+ bullying, harassment, discrimination, and other forms of victimization faced b", "event_type": "bill"}, {"composite_score": 72.51, "event_id": "hr8248-119", "event_summary": "Grid Expansion and Reliability Act", "event_type": "bill"}, {"composite_score": 72.51, "event_id": "hr8250-119", "event_summary": "Parents Decide Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-06_G000583_NTES", "transaction_date": "2026-04-06", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.063, "abnormal_return_60d": -0.2127, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 44.84, "bill_count": 21, "bioguide_id": "C001123", "chamber": "House", "company_name": "Equifax, Inc.", "composite_score": 65.72, "contract_count": 14, "correlation_count": 35, "correlation_id": "rollup__quiver_2026-03-13_C001123_EFX", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "Consulting Services", "max_pair_score": 65.72, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 63.41, "ml_score_distill": 80.11, "ml_shap_top3_car": [{"contribution": 0.0085, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-11T02:26:56.627472+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "EFX", "top_correlations": [{"composite_score": 65.72, "event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_summary": "to OSHKOSH DEFENSE LLC | $960,267", "event_type": "contract"}, {"composite_score": 65.72, "event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_summary": "to OSHKOSH DEFENSE LLC | $191,384", "event_type": "contract"}, {"composite_score": 65.72, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 65.13, "event_id": "SUB_2026-03-25_F-CEIRR-IDPCC-0842021-02 MOD 07", "event_summary": "to ICF MACRO INC | $194,980", "event_type": "contract"}, {"composite_score": 64.39, "event_id": "SUB_2026-03-18_L-20260770773", "event_summary": "to THE BOEING COMPANY | $128,134", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-13_C001123_EFX", "transaction_date": "2026-03-13", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0644, "abnormal_return_60d": -0.0302, "abnormal_return_90d": -0.0184, "amount_lower": 5000001, "amount_range": "5000001.0", "avg_pair_score": 45.05, "bill_count": 3, "bioguide_id": "P000197", "chamber": "House", "company_name": "", "composite_score": 49.46, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2025-12-30_P000197_AAPL", "correlation_type": "rollup", "disclosure_date": "2026-01-23", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Technology Hardware, Storage & Peripherals", "max_pair_score": 49.46, "member_name": "Nancy Pelosi", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 42.7, "ml_score_car": 28.87, "ml_score_distill": 42.7, "ml_shap_top3": [{"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"}], "ml_shap_top3_distill": [{"contribution": -13.8762, "factor": "jurisdiction_raw"}, {"contribution": 3.6612, "factor": "amount_raw"}, {"contribution": -2.1887, "factor": "timing_raw"}], "party": "D", "prev_composite_score": 49.46, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.813181+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "AAPL", "top_correlations": [{"composite_score": 49.46, "event_id": "hr7004-119", "event_summary": "Public Integrity in Financial Prediction Markets Act of 2026", "event_type": "bill"}, {"composite_score": 45.61, "event_id": "hres996-119", "event_summary": "Impeaching Kristi Lynn Arnold Noem, Secretary of Homeland Security, for high crimes and misdemeanors.", "event_type": "bill"}, {"composite_score": 40.08, "event_id": "hjres144-119", "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_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-30_P000197_AAPL", "transaction_date": "2025-12-30", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0645, "abnormal_return_60d": 0.0805, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 51.24, "bill_count": 56, "bioguide_id": "G000583", "chamber": "House", "company_name": "CBIZ, Inc.", "composite_score": 82.63, "contract_count": 21, "correlation_count": 77, "correlation_id": "rollup__quiver_2026-04-06_G000583_CBZ", "correlation_type": "rollup", "disclosure_date": "2026-05-19", "disclosure_lag_days": 43, "engine_version": "1.2.0", "industry": "Specialty Business Services", "max_pair_score": 82.63, "member_name": "Josh Gottheimer", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 100.0, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": 0.061, "factor": "disclosure_lag_raw"}, {"contribution": 0.0157, "factor": "jurisdiction_raw"}, {"contribution": 0.0063, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 8.4219, "factor": "disclosure_lag_raw"}, {"contribution": 7.5329, "factor": "timing_raw"}, {"contribution": 4.8207, "factor": "jurisdiction_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.248275+00:00", "sector": "Industrials", "severity_tier": "high", "ticker": "CBZ", "top_correlations": [{"composite_score": 82.63, "event_id": "SUB_2026-04-06_MASI0-MAT0037958", "event_summary": "to FLIGHT SOURCE INC | $60,028", "event_type": "contract"}, {"composite_score": 72.51, "event_id": "SUB_2026-04-13_24-0422-031", "event_summary": "to ALLEN & GRAHAM, INC | $24,865", "event_type": "contract"}, {"composite_score": 72.51, "event_id": "hr8247-119", "event_summary": "Commonsense Review Act", "event_type": "bill"}, {"composite_score": 72.51, "event_id": "hr8249-119", "event_summary": "Making Reviews Certain Act", "event_type": "bill"}, {"composite_score": 71.42, "event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_summary": "to OSHKOSH DEFENSE LLC | $79,740", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-06_G000583_CBZ", "transaction_date": "2026-04-06", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0657, "abnormal_return_60d": -0.1751, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.55, "bill_count": 13, "bioguide_id": "T000490", "chamber": "House", "company_name": "Chevron Corporation", "composite_score": 64.39, "contract_count": 0, "correlation_count": 13, "correlation_id": "rollup__quiver_2026-03-12_T000490_CVX", "correlation_type": "rollup", "disclosure_date": "2026-03-20", "disclosure_lag_days": 8, "engine_version": "1.2.0", "industry": "Integrated Oil & Gas", "max_pair_score": 64.39, "member_name": "David J. Taylor", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 100.0, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": 0.0459, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-10T01:20:53.318759+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "CVX", "top_correlations": [{"composite_score": 64.39, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "hr6427-119", "event_summary": "Airport Regulatory Relief Act of 2025", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "hr8079-119", "event_summary": "Diesel Truck Liberation Act of 2026", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "hr2474-119", "event_summary": "Expanding Appalachia\u2019s Broadband Access Act", "event_type": "bill"}, {"composite_score": 51.92, "event_id": "hr8192-119", "event_summary": "Nitazene Response Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-12_T000490_CVX", "transaction_date": "2026-03-12", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.066, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 31.85, "bill_count": 49, "bioguide_id": "J000309", "chamber": "House", "company_name": "Tenet Healthcare Corporation", "composite_score": 62.1, "contract_count": 1, "correlation_count": 50, "correlation_id": "rollup__quiver_2026-04-20_J000309_THC", "correlation_type": "rollup", "disclosure_date": "2026-05-27", "disclosure_lag_days": 37, "engine_version": "1.2.0", "industry": "Medical Care Facilities", "max_pair_score": 62.1, "member_name": "Jonathan Jackson", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 56.45, "ml_score_distill": 74.88, "ml_shap_top3_car": [{"contribution": 0.0285, "factor": "timing_raw"}, {"contribution": -0.0232, "factor": "jurisdiction_raw"}, {"contribution": -0.0065, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": -14.1913, "factor": "jurisdiction_raw"}, {"contribution": 9.5735, "factor": "timing_raw"}, {"contribution": 7.0145, "factor": "disclosure_lag_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.606540+00:00", "sector": "Healthcare", "severity_tier": "medium", "ticker": "THC", "top_correlations": [{"composite_score": 62.1, "event_id": "hr8377-119", "event_summary": "Stop Deadly Denials Act of 2026", "event_type": "bill"}, {"composite_score": 60.33, "event_id": "hr8397-119", "event_summary": "Protecting Moms and Babies Against Climate Change Act", "event_type": "bill"}, {"composite_score": 57.16, "event_id": "hr8484-119", "event_summary": "Hazard Pay for Health Care Heroes Act", "event_type": "bill"}, {"composite_score": 51.98, "event_id": "hr8518-119", "event_summary": "Domenic and Ed\u2019s Law", "event_type": "bill"}, {"composite_score": 50.89, "event_id": "hr8541-119", "event_summary": "Long-Term Care Workforce Support Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-20_J000309_THC", "transaction_date": "2026-04-20", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0672, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.83, "bill_count": 10, "bioguide_id": "B001291", "chamber": "House", "company_name": "Energy Transfer LP", "composite_score": 60.89, "contract_count": 0, "correlation_count": 10, "correlation_id": "rollup__quiver_2026-05-05_B001291_ET", "correlation_type": "rollup", "disclosure_date": "2026-05-18", "disclosure_lag_days": 13, "engine_version": "1.2.0", "industry": "Oil & Gas Midstream", "max_pair_score": 60.89, "member_name": "Brian Babin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 56.91, "ml_score_distill": 66.51, "ml_shap_top3_car": [{"contribution": -0.0139, "factor": "timing_raw"}, {"contribution": 0.0081, "factor": "jurisdiction_raw"}, {"contribution": 0.0066, "factor": "disclosure_lag_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"}], "party": "R", "scored_at": "2026-06-15T01:02:25.579772+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "ET", "top_correlations": [{"composite_score": 60.89, "event_id": "hr2071-119", "event_summary": "Save Our Shrimpers Act", "event_type": "bill"}, {"composite_score": 59.88, "event_id": "hr8826-119", "event_summary": "In God We Trust Act", "event_type": "bill"}, {"composite_score": 48.62, "event_id": "hr8630-119", "event_summary": "PEAT Act of 2026", "event_type": "bill"}, {"composite_score": 46.21, "event_id": "hr8538-119", "event_summary": "Save America\u2019s Family Forests Act of 2026", "event_type": "bill"}, {"composite_score": 39.98, "event_id": "hres1205-119", "event_summary": "Encouraging military discounts in honor of the 250th anniversary of the United States.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-05_B001291_ET", "transaction_date": "2026-05-05", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0674, "abnormal_return_60d": -0.2537, "abnormal_return_90d": null, "amount_lower": 250001, "amount_range": "250001.0", "avg_pair_score": 48.99, "bill_count": 5, "bioguide_id": "H001082", "chamber": "House", "company_name": "Accenture plc", "composite_score": 76.65, "contract_count": 5, "correlation_count": 10, "correlation_id": "rollup__quiver_2026-03-16_H001082_ACN", "correlation_type": "rollup", "disclosure_date": "2026-04-03", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "IT Consulting & Other Services", "max_pair_score": 76.65, "member_name": "Kevin Hern", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 12.54, "ml_score_distill": 96.87, "ml_shap_top3_car": [{"contribution": -0.0466, "factor": "amount_raw"}, {"contribution": -0.0255, "factor": "timing_raw"}, {"contribution": 0.0112, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 6.6867, "factor": "timing_raw"}, {"contribution": 5.4613, "factor": "jurisdiction_raw"}, {"contribution": 2.8071, "factor": "amount_raw"}], "party": "R", "scored_at": "2026-06-14T01:23:30.056346+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "ACN", "top_correlations": [{"composite_score": 76.65, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 64.17, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 56.27, "event_id": "hr7905-119", "event_summary": "Diabetes Foot Health Access and Modernization Act of 2026", "event_type": "bill"}, {"composite_score": 49.87, "event_id": "SUB_2026-03-23_Y260001944", "event_summary": "to TERADYNE, INC | $31,838", "event_type": "contract"}, {"composite_score": 49.87, "event_id": "SUB_2026-03-23_SVI-2319057-TCI-2544", "event_summary": "to TIDEWATER CONTRACTING, INC. | $195,421", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-16_H001082_ACN", "transaction_date": "2026-03-16", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0679, "abnormal_return_60d": -0.0317, "abnormal_return_90d": -0.007, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 50.56, "bill_count": 9, "bioguide_id": "F000110", "chamber": "House", "company_name": "", "composite_score": 67.24, "contract_count": 0, "correlation_count": 9, "correlation_id": "rollup__quiver_2026-01-20_F000110_GOOG", "correlation_type": "rollup", "disclosure_date": "2026-02-03", "disclosure_lag_days": 14, "engine_version": "1.2.0", "industry": "Internet Content & Information", "max_pair_score": 67.24, "member_name": "Cleo Fields", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 81.3, "ml_score_car": 40.3, "ml_score_distill": 81.3, "ml_shap_top3": [{"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"}], "ml_shap_top3_distill": [{"contribution": 5.4422, "factor": "jurisdiction_raw"}, {"contribution": 2.483, "factor": "amount_raw"}, {"contribution": 1.3069, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 67.24, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.022092+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "GOOG", "top_correlations": [{"composite_score": 67.24, "event_id": "hr7247-119", "event_summary": "Prison Libraries Act of 2026", "event_type": "bill"}, {"composite_score": 60.35, "event_id": "hr7345-119", "event_summary": "Studying Disastrous Impacts of Mass Deportation Act", "event_type": "bill"}, {"composite_score": 60.35, "event_id": "hr7347-119", "event_summary": "Stop Inhumane Conditions in ICE Detention Act of 2026", "event_type": "bill"}, {"composite_score": 59.72, "event_id": "hr7391-119", "event_summary": "Community Health Center Drug Pricing Protection Act", "event_type": "bill"}, {"composite_score": 59.72, "event_id": "hres1040-119", "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-20_F000110_GOOG", "transaction_date": "2026-01-20", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0683, "abnormal_return_60d": -0.0489, "abnormal_return_90d": -0.2867, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 40.92, "bill_count": 56, "bioguide_id": "G000583", "chamber": "House", "company_name": "", "composite_score": 64.39, "contract_count": 0, "correlation_count": 56, "correlation_id": "rollup__quiver_2026-01-30_G000583_NOW", "correlation_type": "rollup", "disclosure_date": "2026-02-26", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 64.39, "member_name": "Josh Gottheimer", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 74.96, "ml_score_car": 100.0, "ml_score_distill": 74.96, "ml_shap_top3": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0459, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 64.39, "score_divergence": false, "scored_at": "2026-05-31T15:52:00.522482+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "NOW", "top_correlations": [{"composite_score": 64.39, "event_id": "hr7352-119", "event_summary": "PASTEUR Act of 2026", "event_type": "bill"}, {"composite_score": 64.39, "event_id": "hr7365-119", "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_type": "bill"}, {"composite_score": 64.39, "event_id": "hr7367-119", "event_summary": "TANF Hygiene Access Act", "event_type": "bill"}, {"composite_score": 64.39, "event_id": "hr7380-119", "event_summary": "IRAN Act", "event_type": "bill"}, {"composite_score": 63.14, "event_id": "hr7411-119", "event_summary": "To expand the telescreening mammography pilot program of the Department of Veterans Affairs, and for other purposes.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-30_G000583_NOW", "transaction_date": "2026-01-30", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0693, "abnormal_return_60d": -0.0578, "abnormal_return_90d": -0.165, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 49.95, "bill_count": 6, "bioguide_id": "L000595", "chamber": "House", "company_name": "", "composite_score": 59.93, "contract_count": 0, "correlation_count": 6, "correlation_id": "rollup__quiver_2026-02-02_L000595_CRM", "correlation_type": "rollup", "disclosure_date": "2026-03-12", "disclosure_lag_days": 38, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 59.93, "member_name": "Julia Letlow", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 69.46, "ml_score_car": 30.34, "ml_score_distill": 69.46, "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_car": [{"contribution": -0.0345, "factor": "disclosure_lag_raw"}, {"contribution": 0.0076, "factor": "jurisdiction_raw"}, {"contribution": -0.0045, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -11.1854, "factor": "timing_raw"}, {"contribution": 5.7717, "factor": "disclosure_lag_raw"}, {"contribution": 5.4851, "factor": "jurisdiction_raw"}], "party": "R", "prev_composite_score": 59.93, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.694875+00:00", "sector": "Information Technology", "severity_tier": "low", "ticker": "CRM", "top_correlations": [{"composite_score": 59.93, "event_id": "hres1076-119", "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States.", "event_type": "bill"}, {"composite_score": 59.55, "event_id": "hr7678-119", "event_summary": "Gun Owner Registration Information Protection Act", "event_type": "bill"}, {"composite_score": 51.59, "event_id": "hr7235-119", "event_summary": "Protecting Motherhood Act", "event_type": "bill"}, {"composite_score": 49.12, "event_id": "hr7156-119", "event_summary": "SCAM Act", "event_type": "bill"}, {"composite_score": 39.75, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-02_L000595_CRM", "transaction_date": "2026-02-02", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0693, "abnormal_return_60d": -0.327, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 38.57, "bill_count": 25, "bioguide_id": "C001123", "chamber": "House", "company_name": "Cognizant Technology Solutions Corporation", "composite_score": 65.72, "contract_count": 3, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-03-13_C001123_CTSH", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "IT Consulting & Other Services", "max_pair_score": 65.72, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 63.41, "ml_score_distill": 80.11, "ml_shap_top3_car": [{"contribution": 0.0085, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-11T02:26:56.622947+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "CTSH", "top_correlations": [{"composite_score": 65.72, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 64.39, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}, {"composite_score": 62.46, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 61.98, "event_id": "hr8031-119", "event_summary": "To repeal the Executive order entitled \"Ensuring a National Policy Framework for Artificial Intelligence\".", "event_type": "bill"}, {"composite_score": 52.36, "event_id": "hr8175-119", "event_summary": "To amend title 10, United States Code, and the National Defense Authorization Act for Fiscal Year 1994, to codify and clarify gender neutral standards for members of certain Armed Forces, and for othe", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-13_C001123_CTSH", "transaction_date": "2026-03-13", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0699, "abnormal_return_60d": -0.1866, "abnormal_return_90d": -0.167, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 23.49, "bill_count": 10, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 54.73, "contract_count": 0, "correlation_count": 10, "correlation_id": "rollup__quiver_2025-12-19_C001123_MSFT", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 54.73, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 54.11, "ml_score_car": 67.7, "ml_score_distill": 54.11, "ml_shap_top3": [{"contribution": -15.1916, "factor": "jurisdiction_raw"}, {"contribution": 8.7388, "factor": "timing_raw"}, {"contribution": 1.6283, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0161, "factor": "timing_raw"}, {"contribution": 0.0138, "factor": "amount_raw"}, {"contribution": -0.0131, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": -15.1916, "factor": "jurisdiction_raw"}, {"contribution": 8.7388, "factor": "timing_raw"}, {"contribution": 1.6283, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 54.73, "score_divergence": false, "scored_at": "2026-05-31T15:51:57.936108+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "MSFT", "top_correlations": [{"composite_score": 54.73, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 32.75, "event_id": "hres996-119", "event_summary": "Impeaching Kristi Lynn Arnold Noem, Secretary of Homeland Security, for high crimes and misdemeanors.", "event_type": "bill"}, {"composite_score": 26.74, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 21.32, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}, {"composite_score": 20.74, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-19_C001123_MSFT", "transaction_date": "2025-12-19", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0714, "abnormal_return_60d": -0.0385, "abnormal_return_90d": -0.1184, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 25.51, "bill_count": 32, "bioguide_id": "J000309", "chamber": "House", "company_name": "", "composite_score": 50.46, "contract_count": 0, "correlation_count": 32, "correlation_id": "rollup__quiver_2026-01-30_J000309_SHOP", "correlation_type": "rollup", "disclosure_date": "2026-02-23", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Software - Application", "max_pair_score": 50.46, "member_name": "Jonathan Jackson", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 49.79, "ml_score_car": 35.23, "ml_score_distill": 49.79, "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_car": [{"contribution": -0.0122, "factor": "jurisdiction_raw"}, {"contribution": -0.0096, "factor": "timing_raw"}, {"contribution": -0.0072, "factor": "amount_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"}], "party": "D", "prev_composite_score": 50.46, "score_divergence": false, "scored_at": "2026-05-31T15:52:00.574752+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "SHOP", "top_correlations": [{"composite_score": 50.46, "event_id": "hr7333-119", "event_summary": "Family Violence Prevention and Services Improvement Act of 2026", "event_type": "bill"}, {"composite_score": 47.88, "event_id": "hres1040-119", "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month.", "event_type": "bill"}, {"composite_score": 43.67, "event_id": "hr7449-119", "event_summary": "PLATE Act", "event_type": "bill"}, {"composite_score": 41.2, "event_id": "hr7521-119", "event_summary": "United States-Cuba Trade Act of 2026", "event_type": "bill"}, {"composite_score": 41.2, "event_id": "hr7531-119", "event_summary": "Healthy Families Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-30_J000309_SHOP", "transaction_date": "2026-01-30", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0718, "abnormal_return_60d": -0.11, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 35.15, "bill_count": 43, "bioguide_id": "G000583", "chamber": "House", "company_name": "Synchrony Financial", "composite_score": 68.82, "contract_count": 6, "correlation_count": 49, "correlation_id": "rollup__quiver_2026-04-09_G000583_SYF", "correlation_type": "rollup", "disclosure_date": "2026-05-19", "disclosure_lag_days": 40, "engine_version": "1.2.0", "industry": "Credit Services", "max_pair_score": 68.82, "member_name": "Josh Gottheimer", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 97.85, "ml_score_distill": 80.68, "ml_shap_top3_car": [{"contribution": 0.0602, "factor": "disclosure_lag_raw"}, {"contribution": 0.0198, "factor": "jurisdiction_raw"}, {"contribution": -0.0102, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": 8.1508, "factor": "disclosure_lag_raw"}, {"contribution": -7.5246, "factor": "timing_raw"}, {"contribution": 4.643, "factor": "jurisdiction_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.944929+00:00", "sector": "Financial Services", "severity_tier": "medium", "ticker": "SYF", "top_correlations": [{"composite_score": 68.82, "event_id": "SUB_2026-04-21_MASI0-MAT0038066", "event_summary": "to CHARIOT DEFENSE, INC. | $80,000", "event_type": "contract"}, {"composite_score": 64.92, "event_id": "SUB_2026-04-27_5500371963", "event_summary": "to BMT AEROSPACE USA, INC | $947,232", "event_type": "contract"}, {"composite_score": 64.92, "event_id": "SUB_2026-04-27_550037189U1", "event_summary": "to BMT AEROSPACE USA, INC | $335,551", "event_type": "contract"}, {"composite_score": 62.01, "event_id": "SUB_2026-05-04_PO26-02730", "event_summary": "to CUBIC DIGITAL INTELLIGENCE INC | $46,742", "event_type": "contract"}, {"composite_score": 56.3, "event_id": "hr1431-119", "event_summary": "To designate the facility of the United States Postal Service located at 2407 State Route 71, Suite 1, in Spring Lake, New Jersey, as the \"James J. Howard Post Office\".", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-09_G000583_SYF", "transaction_date": "2026-04-09", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0718, "abnormal_return_60d": 0.0389, "abnormal_return_90d": 0.0218, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 34.28, "bill_count": 22, "bioguide_id": "J000309", "chamber": "House", "company_name": "", "composite_score": 59.93, "contract_count": 2, "correlation_count": 24, "correlation_id": "rollup__quiver_2026-02-05_J000309_C", "correlation_type": "rollup", "disclosure_date": "2026-03-12", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Banks - Diversified", "max_pair_score": 59.93, "member_name": "Jonathan Jackson", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 74.53, "ml_score_car": 36.96, "ml_score_distill": 74.53, "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_car": [{"contribution": -0.0265, "factor": "disclosure_lag_raw"}, {"contribution": -0.0149, "factor": "timing_raw"}, {"contribution": 0.0116, "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"}], "party": "D", "prev_composite_score": 59.93, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.444078+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "C", "top_correlations": [{"composite_score": 59.93, "event_id": "SUB_2026-02-27_40487291", "event_summary": "to AMPHENOL CORP | $30,043", "event_type": "contract"}, {"composite_score": 57.98, "event_id": "SUB_2026-03-05_D26P000282", "event_summary": "to AVIATRIX INC | $77,245", "event_type": "contract"}, {"composite_score": 54.39, "event_id": "hres1056-119", "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_type": "bill"}, {"composite_score": 51.98, "event_id": "hr7521-119", "event_summary": "United States-Cuba Trade Act of 2026", "event_type": "bill"}, {"composite_score": 51.98, "event_id": "hr7531-119", "event_summary": "Healthy Families Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-05_J000309_C", "transaction_date": "2026-02-05", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0719, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 37.36, "bill_count": 28, "bioguide_id": "C001123", "chamber": "House", "company_name": "Adobe Inc.", "composite_score": 70.33, "contract_count": 9, "correlation_count": 37, "correlation_id": "rollup__quiver_2026-04-14_C001123_ADBE", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 70.33, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 58.15, "ml_score_distill": 88.72, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.005, "factor": "timing_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.933106+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "ADBE", "top_correlations": [{"composite_score": 70.33, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 55.75, "event_id": "hr8563-119", "event_summary": "Investing in the American Dream Act", "event_type": "bill"}, {"composite_score": 54.46, "event_id": "hres1243-119", "event_summary": "Recognizing the significance of Asian American, Native Hawaiian, and Pacific Islander Heritage Month as an important time to celebrate the significant contributions of Asian Americans, Native Hawaiian", "event_type": "bill"}, {"composite_score": 52.36, "event_id": "hres1252-119", "event_summary": "Resolution memorializing law enforcement officers killed in the line of duty.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-14_C001123_ADBE", "transaction_date": "2026-04-14", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0725, "abnormal_return_60d": -0.1006, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.21, "bill_count": 15, "bioguide_id": "L000560", "chamber": "House", "company_name": "Westinghouse Air Brake Technolo", "composite_score": 63.14, "contract_count": 21, "correlation_count": 36, "correlation_id": "rollup__quiver_2026-04-07_L000560_WAB", "correlation_type": "rollup", "disclosure_date": "2026-04-15", "disclosure_lag_days": 8, "engine_version": "1.2.0", "industry": "Railroads", "max_pair_score": 63.14, "member_name": "Rick Larsen", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 56.91, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": -0.0138, "factor": "timing_raw"}, {"contribution": 0.0077, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "disclosure_lag_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.959610+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "WAB", "top_correlations": [{"composite_score": 63.14, "event_id": "SUB_2026-04-13_24-0422-031", "event_summary": "to ALLEN & GRAHAM, INC | $24,865", "event_type": "contract"}, {"composite_score": 61.98, "event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_summary": "to OSHKOSH DEFENSE LLC | $79,740", "event_type": "contract"}, {"composite_score": 60.89, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 55.75, "event_id": "hr8421-119", "event_summary": "SERVE Act", "event_type": "bill"}, {"composite_score": 55.08, "event_id": "SUB_2026-04-22_D26P000591", "event_summary": "to HOWMET AEROSPACE INC. | $70,951", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-07_L000560_WAB", "transaction_date": "2026-04-07", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0727, "abnormal_return_60d": 0.0231, "abnormal_return_90d": 0.0376, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 28.88, "bill_count": 3, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 52.18, "contract_count": 2, "correlation_count": 5, "correlation_id": "rollup__quiver_2026-02-04_M001190_C", "correlation_type": "rollup", "disclosure_date": "2026-03-02", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Banks - Diversified", "max_pair_score": 52.18, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 58.18, "ml_score_car": 65.2, "ml_score_distill": 58.18, "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_car": [{"contribution": 0.0082, "factor": "amount_raw"}, {"contribution": 0.0077, "factor": "disclosure_lag_raw"}, {"contribution": 0.0061, "factor": "multiple_signals_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"}], "party": "R", "prev_composite_score": 52.18, "score_divergence": false, "scored_at": "2026-05-31T15:52:01.158784+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "C", "top_correlations": [{"composite_score": 52.18, "event_id": "SUB_2026-02-27_40487291", "event_summary": "to AMPHENOL CORP | $30,043", "event_type": "contract"}, {"composite_score": 50.36, "event_id": "SUB_2026-03-05_D26P000282", "event_summary": "to AVIATRIX INC | $77,245", "event_type": "contract"}, {"composite_score": 13.95, "event_id": "s3159-119", "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "s3178-119", "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_type": "bill"}, {"composite_score": 13.95, "event_id": "s3478-119", "event_summary": "Indian Buffalo Management Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-04_M001190_C", "transaction_date": "2026-02-04", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0732, "abnormal_return_60d": -0.2262, "abnormal_return_90d": -0.1787, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 29.14, "bill_count": 1, "bioguide_id": "M001136", "chamber": "House", "company_name": "", "composite_score": 29.14, "contract_count": 0, "correlation_count": 1, "correlation_id": "rollup__quiver_2026-02-06_M001136_BBAI", "correlation_type": "rollup", "disclosure_date": "2026-03-04", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Information Technology Services", "max_pair_score": 29.14, "member_name": "Lisa Mcclain", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 2.63, "ml_score_car": 11.09, "ml_score_distill": 2.63, "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_car": [{"contribution": -0.0422, "factor": "multiple_signals_raw"}, {"contribution": -0.0208, "factor": "jurisdiction_raw"}, {"contribution": 0.0062, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": -15.9966, "factor": "jurisdiction_raw"}, {"contribution": -9.1186, "factor": "timing_raw"}, {"contribution": -5.689, "factor": "multiple_signals_raw"}], "party": "R", "prev_composite_score": 29.14, "score_divergence": false, "scored_at": "2026-05-31T15:52:01.547802+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "BBAI", "top_correlations": [{"composite_score": 29.14, "event_id": "hres1070-119", "event_summary": "Congratulating the Olympians and Paralympians of Michigan who competed in the 2026 Olympics and Paralympics in Italy.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-06_M001136_BBAI", "transaction_date": "2026-02-06", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0734, "abnormal_return_60d": -0.1116, "abnormal_return_90d": -0.209, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 45.51, "bill_count": 8, "bioguide_id": "S001189", "chamber": "House", "company_name": "", "composite_score": 67.16, "contract_count": 8, "correlation_count": 16, "correlation_id": "rollup__quiver_2026-02-17_S001189_GE", "correlation_type": "rollup", "disclosure_date": "2026-03-12", "disclosure_lag_days": 23, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 67.16, "member_name": "Austin Scott", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 82.19, "ml_score_car": 63.41, "ml_score_distill": 82.19, "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"}], "ml_shap_top3_distill": [{"contribution": 4.8003, "factor": "jurisdiction_raw"}, {"contribution": 3.7887, "factor": "timing_raw"}, {"contribution": 1.3044, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 67.16, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.361771+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "GE", "top_correlations": [{"composite_score": 67.16, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 58.94, "event_id": "SUB_2026-02-27_0000001582-0", "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558", "event_type": "contract"}, {"composite_score": 57.2, "event_id": "SUB_2026-03-18_L-20260770773", "event_summary": "to THE BOEING COMPANY | $128,134", "event_type": "contract"}, {"composite_score": 56.47, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}, {"composite_score": 52.36, "event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-17_S001189_GE", "transaction_date": "2026-02-17", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": -0.0743, "abnormal_return_60d": -0.0314, "abnormal_return_90d": -0.0147, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 28.48, "bill_count": 3, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 45.78, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2025-12-29_M001190_AAPL", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Technology Hardware, Storage & Peripherals", "max_pair_score": 45.78, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 38.52, "ml_score_car": 28.87, "ml_score_distill": 38.52, "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_car": [{"contribution": -0.0267, "factor": "amount_raw"}, {"contribution": -0.0148, "factor": "jurisdiction_raw"}, {"contribution": 0.0093, "factor": "multiple_signals_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"}], "party": "R", "prev_composite_score": 45.78, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.394207+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "AAPL", "top_correlations": [{"composite_score": 45.78, "event_id": "s3606-119", "event_summary": "Fraud Accountability Act", "event_type": "bill"}, {"composite_score": 21.5, "event_id": "s3366-119", "event_summary": "Back the Blue Act of 2025", "event_type": "bill"}, {"composite_score": 18.16, "event_id": "s3041-119", "event_summary": "Tribal Warrant Fairness Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-29_M001190_AAPL", "transaction_date": "2025-12-29", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0757, "abnormal_return_60d": -0.0084, "abnormal_return_90d": -0.0462, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 32.56, "bill_count": 3, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 33.75, "contract_count": 2, "correlation_count": 5, "correlation_id": "rollup__quiver_2026-02-04_M001190_GS", "correlation_type": "rollup", "disclosure_date": "2026-03-02", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Investment Banking & Brokerage", "max_pair_score": 33.75, "member_name": "Markwayne Mullin", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 17.12, "ml_score_car": 78.22, "ml_score_distill": 17.12, "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_car": [{"contribution": 0.0156, "factor": "timing_raw"}, {"contribution": 0.009, "factor": "disclosure_lag_raw"}, {"contribution": 0.0071, "factor": "multiple_signals_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"}], "party": "R", "prev_composite_score": 33.75, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.271215+00:00", "sector": "Financials", "severity_tier": "low", "ticker": "GS", "top_correlations": [{"composite_score": 33.75, "event_id": "SUB_2026-02-27_40487291", "event_summary": "to AMPHENOL CORP | $30,043", "event_type": "contract"}, {"composite_score": 32.38, "event_id": "s3159-119", "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act", "event_type": "bill"}, {"composite_score": 32.38, "event_id": "s3178-119", "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_type": "bill"}, {"composite_score": 32.38, "event_id": "s3478-119", "event_summary": "Indian Buffalo Management Act", "event_type": "bill"}, {"composite_score": 31.93, "event_id": "SUB_2026-03-05_D26P000282", "event_summary": "to AVIATRIX INC | $77,245", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-04_M001190_GS", "transaction_date": "2026-02-04", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": -0.0762, "abnormal_return_60d": -0.1576, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 31.25, "bill_count": 1, "bioguide_id": "K000398", "chamber": "House", "company_name": "PepsiCo, Inc.", "composite_score": 32.58, "contract_count": 1, "correlation_count": 2, "correlation_id": "rollup__quiver_2026-03-26_K000398_PEP", "correlation_type": "rollup", "disclosure_date": "2026-04-13", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Soft Drinks & Non-alcoholic Beverages", "max_pair_score": 32.58, "member_name": "Thomas H. Kean Jr", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 62.68, "ml_score_distill": 12.98, "ml_shap_top3_car": [{"contribution": -0.0276, "factor": "multiple_signals_raw"}, {"contribution": 0.0138, "factor": "trade_before_event_raw"}, {"contribution": 0.0125, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": -12.7913, "factor": "trade_before_event_raw"}, {"contribution": -12.2018, "factor": "timing_raw"}, {"contribution": 5.3267, "factor": "jurisdiction_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.264227+00:00", "sector": "Consumer Staples", "severity_tier": "low", "ticker": "PEP", "top_correlations": [{"composite_score": 32.58, "event_id": "hr5419-119", "event_summary": "Enhancing Administrative Reviews for Broadband Deployment Act", "event_type": "bill"}, {"composite_score": 29.92, "event_id": "SUB_2026-04-17_GNS-USPTO-BOSS-IDE AWARD", "event_summary": "to GOVERNMENT NETWORK SOLUTIONS, INC. | $91,280", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-26_K000398_PEP", "transaction_date": "2026-03-26", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0775, "abnormal_return_60d": -0.1268, "abnormal_return_90d": -0.289, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.06, "bill_count": 20, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 61.98, "contract_count": 3, "correlation_count": 23, "correlation_id": "rollup__quiver_2026-02-13_C001123_MHVYF", "correlation_type": "rollup", "disclosure_date": "2026-03-09", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 61.98, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 73.59, "ml_score_car": 56.91, "ml_score_distill": 73.59, "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"}], "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"}], "party": "D", "prev_composite_score": 61.98, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.186508+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "MHVYF", "top_correlations": [{"composite_score": 61.98, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "hr7623-119", "event_summary": "Freedom House Ambulance Service Congressional Gold Medal Act", "event_type": "bill"}, {"composite_score": 61.77, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}, {"composite_score": 55.75, "event_id": "SUB_2026-02-27_0000001582-0", "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558", "event_type": "contract"}, {"composite_score": 54.56, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-13_C001123_MHVYF", "transaction_date": "2026-02-13", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0777, "abnormal_return_60d": -0.0813, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 33.73, "bill_count": 21, "bioguide_id": "G000583", "chamber": "House", "company_name": "Darden Restaurants, Inc.", "composite_score": 65.26, "contract_count": 0, "correlation_count": 21, "correlation_id": "rollup__quiver_2026-04-09_G000583_DRI", "correlation_type": "rollup", "disclosure_date": "2026-05-19", "disclosure_lag_days": 40, "engine_version": "1.2.0", "industry": "Restaurants", "max_pair_score": 65.26, "member_name": "Josh Gottheimer", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 36.5, "ml_score_distill": 78.56, "ml_shap_top3_car": [{"contribution": -0.0279, "factor": "jurisdiction_raw"}, {"contribution": 0.014, "factor": "disclosure_lag_raw"}, {"contribution": -0.0073, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": -14.4592, "factor": "jurisdiction_raw"}, {"contribution": 9.3944, "factor": "timing_raw"}, {"contribution": 9.2544, "factor": "disclosure_lag_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.948272+00:00", "sector": "Consumer Cyclical", "severity_tier": "medium", "ticker": "DRI", "top_correlations": [{"composite_score": 65.26, "event_id": "hjres155-119", "event_summary": "Providing for congressional disapproval under chapter 8 of title 5, United States Code, of the rule submitted by the Department of Education relating to \"William D. Ford Federal Direct Loan (Direct Lo", "event_type": "bill"}, {"composite_score": 58.88, "event_id": "hr8250-119", "event_summary": "Parents Decide Act", "event_type": "bill"}, {"composite_score": 50.39, "event_id": "hr8402-119", "event_summary": "Civics Learning Act of 2026", "event_type": "bill"}, {"composite_score": 48.91, "event_id": "hres1209-119", "event_summary": "Recognizing the significance of \"Community College Month\" in April as a celebration of more than 1,000 institutions throughout the United States supporting access to higher education, workforce traini", "event_type": "bill"}, {"composite_score": 46.5, "event_id": "hr8516-119", "event_summary": "American Leadership in AI Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-09_G000583_DRI", "transaction_date": "2026-04-09", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0778, "abnormal_return_60d": -0.0655, "abnormal_return_90d": -0.0468, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 16.18, "bill_count": 2, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 20.5, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2025-12-29_M001190_JPM", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Diversified Banks", "max_pair_score": 20.5, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.0, "ml_score_car": 10.58, "ml_score_distill": 0.0, "ml_shap_top3": [{"contribution": -15.2722, "factor": "jurisdiction_raw"}, {"contribution": -10.6197, "factor": "trade_before_event_raw"}, {"contribution": -8.3996, "factor": "timing_raw"}], "ml_shap_top3_car": [{"contribution": -0.0381, "factor": "multiple_signals_raw"}, {"contribution": -0.0206, "factor": "jurisdiction_raw"}, {"contribution": -0.0104, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": -15.2722, "factor": "jurisdiction_raw"}, {"contribution": -10.6197, "factor": "trade_before_event_raw"}, {"contribution": -8.3996, "factor": "timing_raw"}], "party": "R", "prev_composite_score": 20.5, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.648237+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "JPM", "top_correlations": [{"composite_score": 20.5, "event_id": "s3478-119", "event_summary": "Indian Buffalo Management Act", "event_type": "bill"}, {"composite_score": 11.85, "event_id": "s3159-119", "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-29_M001190_JPM", "transaction_date": "2025-12-29", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0779, "abnormal_return_60d": -0.1141, "abnormal_return_90d": -0.0782, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 58.63, "bill_count": 7, "bioguide_id": "P000048", "chamber": "House", "company_name": "", "composite_score": 73.307, "contract_count": 0, "correlation_count": 7, "correlation_id": "rollup__quiver_2025-12-16_P000048_FWONK", "correlation_type": "rollup", "disclosure_date": "2026-01-20", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Entertainment", "max_pair_score": 73.307, "member_name": "August Lee Pfluger Ii", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 77.65, "ml_score_car": 0.0, "ml_score_distill": 77.65, "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_car": [{"contribution": -0.0465, "factor": "timing_raw"}, {"contribution": -0.031, "factor": "disclosure_lag_raw"}, {"contribution": -0.013, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": -8.003, "factor": "timing_raw"}, {"contribution": 6.2921, "factor": "disclosure_lag_raw"}, {"contribution": 5.5289, "factor": "jurisdiction_raw"}], "party": "R", "prev_composite_score": 73.307, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.348543+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "FWONK", "top_correlations": [{"composite_score": 73.307, "event_id": "hr6976-119", "event_summary": "Duty Status Reform Act", "event_type": "bill"}, {"composite_score": 70.941, "event_id": "hres998-119", "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_type": "bill"}, {"composite_score": 60.749, "event_id": "hr6423-119", "event_summary": "HELP Copays Act", "event_type": "bill"}, {"composite_score": 58.812, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}, {"composite_score": 51.493, "event_id": "hr6191-119", "event_summary": "No Taxpayer Funded Abortion Travel for Illegal Aliens Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-16_P000048_FWONK", "transaction_date": "2025-12-16", "transaction_type": "exchange", "triple_correlation": false}
{"abnormal_return_30d": -0.0783, "abnormal_return_60d": 0.1537, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 52.16, "bill_count": 21, "bioguide_id": "G000583", "chamber": "House", "company_name": "Ford Motor Company", "composite_score": 83.68, "contract_count": 0, "correlation_count": 21, "correlation_id": "rollup__quiver_2026-04-09_G000583_F", "correlation_type": "rollup", "disclosure_date": "2026-05-19", "disclosure_lag_days": 40, "engine_version": "1.2.0", "industry": "Automobile Manufacturers", "max_pair_score": 83.68, "member_name": "Josh Gottheimer", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 80.71, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": 0.0334, "factor": "disclosure_lag_raw"}, {"contribution": 0.0171, "factor": "jurisdiction_raw"}, {"contribution": -0.0061, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 8.3799, "factor": "disclosure_lag_raw"}, {"contribution": 7.7398, "factor": "timing_raw"}, {"contribution": 4.9254, "factor": "jurisdiction_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.950887+00:00", "sector": "Consumer Discretionary", "severity_tier": "high", "ticker": "F", "top_correlations": [{"composite_score": 83.68, "event_id": "hjres155-119", "event_summary": "Providing for congressional disapproval under chapter 8 of title 5, United States Code, of the rule submitted by the Department of Education relating to \"William D. Ford Federal Direct Loan (Direct Lo", "event_type": "bill"}, {"composite_score": 77.31, "event_id": "hr8250-119", "event_summary": "Parents Decide Act", "event_type": "bill"}, {"composite_score": 68.82, "event_id": "hr8402-119", "event_summary": "Civics Learning Act of 2026", "event_type": "bill"}, {"composite_score": 67.33, "event_id": "hres1209-119", "event_summary": "Recognizing the significance of \"Community College Month\" in April as a celebration of more than 1,000 institutions throughout the United States supporting access to higher education, workforce traini", "event_type": "bill"}, {"composite_score": 64.92, "event_id": "hr8516-119", "event_summary": "American Leadership in AI Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-09_G000583_F", "transaction_date": "2026-04-09", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0787, "abnormal_return_60d": -0.1305, "abnormal_return_90d": -0.2288, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.02, "bill_count": 17, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 64.39, "contract_count": 1, "correlation_count": 18, "correlation_id": "rollup__quiver_2026-01-30_C001123_TDG", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 14, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 64.39, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 74.96, "ml_score_car": 100.0, "ml_score_distill": 74.96, "ml_shap_top3": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0459, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 64.39, "score_divergence": false, "scored_at": "2026-05-31T15:52:00.483148+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "TDG", "top_correlations": [{"composite_score": 64.39, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}, {"composite_score": 57.23, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 57.23, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 56.47, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}, {"composite_score": 51.92, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-30_C001123_TDG", "transaction_date": "2026-01-30", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0791, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 39.6, "bill_count": 15, "bioguide_id": "S000168", "chamber": "House", "company_name": "United Rentals, Inc.", "composite_score": 64.39, "contract_count": 23, "correlation_count": 38, "correlation_id": "rollup__quiver_2026-04-24_S000168_URI", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 14, "engine_version": "1.2.0", "industry": "Rental & Leasing Services", "max_pair_score": 64.39, "member_name": "Maria Elvira Salazar", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 100.0, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": 0.0459, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.593309+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "URI", "top_correlations": [{"composite_score": 64.39, "event_id": "SUB_2026-04-29_D26P000645", "event_summary": "to THE BOEING COMPANY | $130,791", "event_type": "contract"}, {"composite_score": 63.14, "event_id": "SUB_2026-04-30_KBRWYLE-NASA-SITSS", "event_summary": "to KBR WYLE SERVICES, LLC | $16,007", "event_type": "contract"}, {"composite_score": 56.47, "event_id": "hres1261-119", "event_summary": "Expressing support for the designation of the week of May 3 through May 9, 2026, as \"National Small Business Week\" to celebrate the contributions of small businesses and entrepreneurs in every communi", "event_type": "bill"}, {"composite_score": 54.56, "event_id": "SUB_2026-04-23_MASI0-MAT0038098", "event_summary": "to OSHKOSH DEFENSE LLC | $147,594", "event_type": "contract"}, {"composite_score": 54.56, "event_id": "SUB_2026-04-23_L26P000242", "event_summary": "to TEXTRON AVIATION INC | $61,510", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-24_S000168_URI", "transaction_date": "2026-04-24", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0792, "abnormal_return_60d": -0.3488, "abnormal_return_90d": -0.3791, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 23.98, "bill_count": 3, "bioguide_id": "M001236", "chamber": "House", "company_name": "", "composite_score": 39.86, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2026-02-11_M001236_SMPL", "correlation_type": "rollup", "disclosure_date": "2026-02-20", "disclosure_lag_days": 9, "engine_version": "1.2.0", "industry": "Packaged Foods", "max_pair_score": 39.86, "member_name": "Tim Moore", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 33.1, "ml_score_car": 43.27, "ml_score_distill": 33.1, "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"}], "ml_shap_top3_distill": [{"contribution": -13.2233, "factor": "jurisdiction_raw"}, {"contribution": -3.7824, "factor": "timing_raw"}, {"contribution": 2.0097, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 39.86, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.095579+00:00", "sector": "Consumer Defensive", "severity_tier": "low", "ticker": "SMPL", "top_correlations": [{"composite_score": 39.86, "event_id": "hres1073-119", "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_type": "bill"}, {"composite_score": 16.16, "event_id": "hr7024-119", "event_summary": "Hemp Planting Predictability Act", "event_type": "bill"}, {"composite_score": 15.93, "event_id": "hr7010-119", "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", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-11_M001236_SMPL", "transaction_date": "2026-02-11", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0799, "abnormal_return_60d": 0.0275, "abnormal_return_90d": 0.3421, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 24.75, "bill_count": 6, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 52.96, "contract_count": 0, "correlation_count": 6, "correlation_id": "rollup__quiver_2026-02-04_M001190_MPWR", "correlation_type": "rollup", "disclosure_date": "2026-03-02", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 52.96, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 53.24, "ml_score_car": 52.72, "ml_score_distill": 53.24, "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"}], "ml_shap_top3_distill": [{"contribution": -14.9529, "factor": "jurisdiction_raw"}, {"contribution": 8.3088, "factor": "timing_raw"}, {"contribution": 1.6283, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 52.96, "score_divergence": false, "scored_at": "2026-05-31T15:52:01.311511+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "MPWR", "top_correlations": [{"composite_score": 52.96, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 34.55, "event_id": "s3909-119", "event_summary": "Stop Illegal Alien Cops Act", "event_type": "bill"}, {"composite_score": 16.69, "event_id": "s3606-119", "event_summary": "Fraud Accountability Act", "event_type": "bill"}, {"composite_score": 16.42, "event_id": "s3584-119", "event_summary": "Stop Illegal Aliens Drunk Driving", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "s3179-119", "event_summary": "Halo Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-04_M001190_MPWR", "transaction_date": "2026-02-04", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0813, "abnormal_return_60d": -0.1546, "abnormal_return_90d": 0.0109, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.8, "bill_count": 4, "bioguide_id": "A000372", "chamber": "House", "company_name": "", "composite_score": 48.32, "contract_count": 0, "correlation_count": 4, "correlation_id": "rollup__quiver_2025-12-12_A000372_NFLX", "correlation_type": "rollup", "disclosure_date": "2026-01-15", "disclosure_lag_days": 34, "engine_version": "1.2.0", "industry": "Entertainment", "max_pair_score": 48.32, "member_name": "Richard W. Allen", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 42.16, "ml_score_car": 15.85, "ml_score_distill": 42.16, "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_car": [{"contribution": -0.049, "factor": "disclosure_lag_raw"}, {"contribution": -0.0281, "factor": "timing_raw"}, {"contribution": 0.0118, "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"}], "party": "R", "prev_composite_score": 48.32, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.151703+00:00", "sector": "Communication Services", "severity_tier": "low", "ticker": "NFLX", "top_correlations": [{"composite_score": 48.32, "event_id": "hr6373-119", "event_summary": "Air Permitting Improvements to Protect National Security Act of 2025", "event_type": "bill"}, {"composite_score": 47.38, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}, {"composite_score": 39.95, "event_id": "hr6167-119", "event_summary": "HEALTH Act of 2025", "event_type": "bill"}, {"composite_score": 35.54, "event_id": "hr5512-119", "event_summary": "No Shari\u2019a Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-12_A000372_NFLX", "transaction_date": "2025-12-12", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0815, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 39.7, "bill_count": 13, "bioguide_id": "S001199", "chamber": "House", "company_name": "Fulton Financial Corporation", "composite_score": 76.78, "contract_count": 10, "correlation_count": 23, "correlation_id": "rollup__quiver_2026-04-23_S001199_FULT", "correlation_type": "rollup", "disclosure_date": "2026-04-30", "disclosure_lag_days": 7, "engine_version": "1.2.0", "industry": "Banks - Regional", "max_pair_score": 76.78, "member_name": "Lloyd K. Smucker", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 0.0, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": -0.0607, "factor": "jurisdiction_raw"}, {"contribution": -0.0192, "factor": "amount_raw"}, {"contribution": -0.0051, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": 12.2731, "factor": "jurisdiction_raw"}, {"contribution": 3.3255, "factor": "timing_raw"}, {"contribution": 2.116, "factor": "amount_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.602075+00:00", "sector": "Financial Services", "severity_tier": "medium", "ticker": "FULT", "top_correlations": [{"composite_score": 76.78, "event_id": "SUB_2026-04-27_5500371963", "event_summary": "to BMT AEROSPACE USA, INC | $947,232", "event_type": "contract"}, {"composite_score": 76.78, "event_id": "SUB_2026-04-27_550037189U1", "event_summary": "to BMT AEROSPACE USA, INC | $335,551", "event_type": "contract"}, {"composite_score": 61.21, "event_id": "SUB_2026-05-04_PO26-02730", "event_summary": "to CUBIC DIGITAL INTELLIGENCE INC | $46,742", "event_type": "contract"}, {"composite_score": 56.08, "event_id": "SUB_2026-04-21_MASI0-MAT0038066", "event_summary": "to CHARIOT DEFENSE, INC. | $80,000", "event_type": "contract"}, {"composite_score": 55.52, "event_id": "SUB_2026-05-13_D26P000792", "event_summary": "to AVIATRIX INC | $124,760", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-23_S001199_FULT", "transaction_date": "2026-04-23", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0818, "abnormal_return_60d": 0.0685, "abnormal_return_90d": null, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 35.48, "bill_count": 2, "bioguide_id": "C001123", "chamber": "House", "company_name": "Archer-Daniels-Midland Company", "composite_score": 52.72, "contract_count": 1, "correlation_count": 3, "correlation_id": "rollup__quiver_2026-03-20_C001123_ADM", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Farm Products", "max_pair_score": 52.72, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 57.95, "ml_score_distill": 54.57, "ml_shap_top3_car": [{"contribution": -0.011, "factor": "timing_raw"}, {"contribution": 0.0075, "factor": "jurisdiction_raw"}, {"contribution": 0.0065, "factor": "multiple_signals_raw"}], "ml_shap_top3_distill": [{"contribution": -15.159, "factor": "timing_raw"}, {"contribution": 5.8564, "factor": "jurisdiction_raw"}, {"contribution": 2.6084, "factor": "amount_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.529018+00:00", "sector": "Consumer Defensive", "severity_tier": "low", "ticker": "ADM", "top_correlations": [{"composite_score": 52.72, "event_id": "SUB_2026-04-17_GNS-USPTO-BOSS-IDE AWARD", "event_summary": "to GOVERNMENT NETWORK SOLUTIONS, INC. | $91,280", "event_type": "contract"}, {"composite_score": 37.66, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}, {"composite_score": 16.06, "event_id": "hr6976-119", "event_summary": "Duty Status Reform Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-20_C001123_ADM", "transaction_date": "2026-03-20", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0819, "abnormal_return_60d": -0.19, "abnormal_return_90d": -0.279, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 48.87, "bill_count": 22, "bioguide_id": "C001123", "chamber": "House", "company_name": "Enerpac Tool Group Corp.", "composite_score": 68.41, "contract_count": 13, "correlation_count": 35, "correlation_id": "rollup__quiver_2026-03-03_C001123_EPAC", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 68.41, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 39.39, "ml_score_distill": 86.7, "ml_shap_top3_car": [{"contribution": -0.0217, "factor": "timing_raw"}, {"contribution": -0.0115, "factor": "disclosure_lag_raw"}, {"contribution": 0.0113, "factor": "jurisdiction_raw"}], "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"}], "party": "D", "scored_at": "2026-06-01T01:02:53.023238+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "EPAC", "top_correlations": [{"composite_score": 68.41, "event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059", "event_type": "contract"}, {"composite_score": 68.24, "event_id": "SUB_2026-03-18_ASPHALT TESTING SERVICES 25-106", "event_summary": "to ASPHALT TESTING SERVICES ATS, LLC | $353,500", "event_type": "contract"}, {"composite_score": 67.72, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}, {"composite_score": 61.01, "event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_summary": "to OSHKOSH DEFENSE LLC | $960,267", "event_type": "contract"}, {"composite_score": 61.01, "event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_summary": "to OSHKOSH DEFENSE LLC | $191,384", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-03_C001123_EPAC", "transaction_date": "2026-03-03", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0822, "abnormal_return_60d": -0.0095, "abnormal_return_90d": -0.419, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 44.35, "bill_count": 20, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 68.69, "contract_count": 8, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-02-18_C001123_PRIM", "correlation_type": "rollup", "disclosure_date": "2026-03-09", "disclosure_lag_days": 19, "engine_version": "1.2.0", "industry": "Engineering & Construction", "max_pair_score": 68.69, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.59, "ml_score_car": 57.53, "ml_score_distill": 88.59, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7107, "factor": "timing_raw"}, {"contribution": 4.8937, "factor": "jurisdiction_raw"}, {"contribution": 1.352, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 68.69, "score_divergence": true, "scored_at": "2026-05-31T15:52:02.417174+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "PRIM", "top_correlations": [{"composite_score": 68.69, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 68.69, "event_id": "hr7623-119", "event_summary": "Freedom House Ambulance Service Congressional Gold Medal Act", "event_type": "bill"}, {"composite_score": 59.88, "event_id": "SUB_2026-02-27_0000001582-0", "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558", "event_type": "contract"}, {"composite_score": 57.23, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}, {"composite_score": 57.23, "event_id": "hr7745-119", "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_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-18_C001123_PRIM", "transaction_date": "2026-02-18", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": -0.0833, "abnormal_return_60d": -0.0223, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.99, "bill_count": 22, "bioguide_id": "M001217", "chamber": "House", "company_name": "GE Aerospace", "composite_score": 63.14, "contract_count": 21, "correlation_count": 43, "correlation_id": "rollup__quiver_2026-03-31_M001217_GE", "correlation_type": "rollup", "disclosure_date": "2026-04-30", "disclosure_lag_days": 30, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 63.14, "member_name": "Jared Moskowitz", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 56.91, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": -0.0138, "factor": "timing_raw"}, {"contribution": 0.0077, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "disclosure_lag_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"}], "party": "D", "scored_at": "2026-06-15T01:02:26.254427+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "GE", "top_correlations": [{"composite_score": 63.14, "event_id": "SUB_2026-04-06_MASI0-MAT0037958", "event_summary": "to FLIGHT SOURCE INC | $60,028", "event_type": "contract"}, {"composite_score": 59.4, "event_id": "SUB_2026-04-22_D26P000591", "event_summary": "to HOWMET AEROSPACE INC. | $70,951", "event_type": "contract"}, {"composite_score": 59.02, "event_id": "SUB_2026-04-23_L26P000242", "event_summary": "to TEXTRON AVIATION INC | $61,510", "event_type": "contract"}, {"composite_score": 57.85, "event_id": "SUB_2026-03-27_D26P000437", "event_summary": "to THE BOEING COMPANY | $262,452", "event_type": "contract"}, {"composite_score": 57.2, "event_id": "SUB_2026-04-29_D26P000645", "event_summary": "to THE BOEING COMPANY | $130,791", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-31_M001217_GE", "transaction_date": "2026-03-31", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0841, "abnormal_return_60d": -0.1604, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 41.57, "bill_count": 12, "bioguide_id": "S000168", "chamber": "House", "company_name": "Amgen Inc.", "composite_score": 58.9, "contract_count": 1, "correlation_count": 13, "correlation_id": "rollup__quiver_2026-03-24_S000168_AMGN", "correlation_type": "rollup", "disclosure_date": "2026-04-21", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Biotechnology", "max_pair_score": 58.9, "member_name": "Maria Elvira Salazar", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 6.89, "ml_score_distill": 65.86, "ml_shap_top3_car": [{"contribution": -0.0606, "factor": "jurisdiction_raw"}, {"contribution": -0.0093, "factor": "amount_raw"}, {"contribution": 0.0042, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -13.7082, "factor": "trade_before_event_raw"}, {"contribution": 11.265, "factor": "jurisdiction_raw"}, {"contribution": 3.417, "factor": "timing_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.273767+00:00", "sector": "Health Care", "severity_tier": "low", "ticker": "AMGN", "top_correlations": [{"composite_score": 58.9, "event_id": "SUB_2026-03-20_42HAL00174", "event_summary": "to ANIXTER INC | $56,901", "event_type": "contract"}, {"composite_score": 57.52, "event_id": "hr8205-119", "event_summary": "Accelerating Access to Critical Therapies for ALS Reauthorization Act of 2026", "event_type": "bill"}, {"composite_score": 52.97, "event_id": "hr8274-119", "event_summary": "Improving Retirement Security for Family Caregivers Act of 2026", "event_type": "bill"}, {"composite_score": 52.97, "event_id": "hr8273-119", "event_summary": "Catching Up Family Caregivers Act of 2026", "event_type": "bill"}, {"composite_score": 50.88, "event_id": "hres1196-119", "event_summary": "Recognizing April as Cancer Prevention and Early Detection Month.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-24_S000168_AMGN", "transaction_date": "2026-03-24", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0851, "abnormal_return_60d": -0.0808, "abnormal_return_90d": -0.2577, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 53.56, "bill_count": 0, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 53.56, "contract_count": 1, "correlation_count": 1, "correlation_id": "rollup__quiver_2026-02-10_C001123_FSV", "correlation_type": "rollup", "disclosure_date": "2026-03-09", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Real Estate Services", "max_pair_score": 53.56, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 51.83, "ml_score_car": 38.27, "ml_score_distill": 51.83, "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_car": [{"contribution": -0.0205, "factor": "multiple_signals_raw"}, {"contribution": -0.0136, "factor": "timing_raw"}, {"contribution": 0.011, "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"}], "party": "D", "prev_composite_score": 53.56, "score_divergence": false, "scored_at": "2026-05-31T15:52:01.806002+00:00", "sector": "Real Estate", "severity_tier": "low", "ticker": "FSV", "top_correlations": [{"composite_score": 53.56, "event_id": "SUB_2026-02-19_PS0-1178MT CST", "event_summary": "to AGILENT TECHNOLOGIES INC | $32,165", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-10_C001123_FSV", "transaction_date": "2026-02-10", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0863, "abnormal_return_60d": -0.1132, "abnormal_return_90d": 0.0159, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 23.3, "bill_count": 4, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 49.79, "contract_count": 0, "correlation_count": 4, "correlation_id": "rollup__quiver_2026-01-05_M001190_AMKR", "correlation_type": "rollup", "disclosure_date": "2026-02-04", "disclosure_lag_days": 30, "engine_version": "1.2.0", "industry": "Semiconductor Equipment & Materials", "max_pair_score": 49.79, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 47.78, "ml_score_car": 44.79, "ml_score_distill": 47.78, "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_car": [{"contribution": -0.0115, "factor": "jurisdiction_raw"}, {"contribution": -0.0082, "factor": "timing_raw"}, {"contribution": 0.0037, "factor": "disclosure_lag_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"}], "party": "R", "prev_composite_score": 49.79, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.057056+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "AMKR", "top_correlations": [{"composite_score": 49.79, "event_id": "s3606-119", "event_summary": "Fraud Accountability Act", "event_type": "bill"}, {"composite_score": 15.5, "event_id": "s3366-119", "event_summary": "Back the Blue Act of 2025", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "s3041-119", "event_summary": "Tribal Warrant Fairness Act", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "s3179-119", "event_summary": "Halo Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-05_M001190_AMKR", "transaction_date": "2026-01-05", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0864, "abnormal_return_60d": -0.2118, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 51.04, "bill_count": 6, "bioguide_id": "H001082", "chamber": "House", "company_name": "Medtronic plc", "composite_score": 73.15, "contract_count": 1, "correlation_count": 7, "correlation_id": "rollup__quiver_2026-03-20_H001082_MDT", "correlation_type": "rollup", "disclosure_date": "2026-04-03", "disclosure_lag_days": 14, "engine_version": "1.2.0", "industry": "Health Care Equipment", "max_pair_score": 73.15, "member_name": "Kevin Hern", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 84.44, "ml_score_distill": 93.12, "ml_shap_top3_car": [{"contribution": 0.0171, "factor": "timing_raw"}, {"contribution": 0.015, "factor": "amount_raw"}, {"contribution": 0.0115, "factor": "jurisdiction_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"}], "party": "R", "scored_at": "2026-06-15T01:02:26.529298+00:00", "sector": "Health Care", "severity_tier": "medium", "ticker": "MDT", "top_correlations": [{"composite_score": 73.15, "event_id": "hr8034-119", "event_summary": "Protecting America\u2019s Small Oil and Gas Producers and Rural Jobs Act", "event_type": "bill"}, {"composite_score": 64.2, "event_id": "hr8101-119", "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)", "event_type": "bill"}, {"composite_score": 54.73, "event_id": "SUB_2026-03-20_42HAL00174", "event_summary": "to ANIXTER INC | $56,901", "event_type": "contract"}, {"composite_score": 53.41, "event_id": "hres1156-119", "event_summary": "Expressing support for tax policies that support working families.", "event_type": "bill"}, {"composite_score": 46.18, "event_id": "hr7905-119", "event_summary": "Diabetes Foot Health Access and Modernization Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-20_H001082_MDT", "transaction_date": "2026-03-20", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0865, "abnormal_return_60d": -0.0477, "abnormal_return_90d": 0.0604, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 50.59, "bill_count": 4, "bioguide_id": "L000595", "chamber": "House", "company_name": "", "composite_score": 64.33, "contract_count": 2, "correlation_count": 6, "correlation_id": "rollup__quiver_2026-02-04_L000595_CMI", "correlation_type": "rollup", "disclosure_date": "2026-03-12", "disclosure_lag_days": 36, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 64.33, "member_name": "Julia Letlow", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 78.15, "ml_score_car": 0.0, "ml_score_distill": 78.15, "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_car": [{"contribution": -0.0411, "factor": "jurisdiction_raw"}, {"contribution": -0.0313, "factor": "timing_raw"}, {"contribution": -0.0307, "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"}], "party": "R", "prev_composite_score": 64.33, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.041716+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "CMI", "top_correlations": [{"composite_score": 64.33, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}, {"composite_score": 58.68, "event_id": "hres1076-119", "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States.", "event_type": "bill"}, {"composite_score": 57.44, "event_id": "SUB_2026-02-27_0000001582-0", "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558", "event_type": "contract"}, {"composite_score": 47.78, "event_id": "hr7235-119", "event_summary": "Protecting Motherhood Act", "event_type": "bill"}, {"composite_score": 37.64, "event_id": "hr5942-119", "event_summary": "National Cemetery Access Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-04_L000595_CMI", "transaction_date": "2026-02-04", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0889, "abnormal_return_60d": -0.1878, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 21.84, "bill_count": 13, "bioguide_id": "S001185", "chamber": "House", "company_name": "Tapestry, Inc.", "composite_score": 37.19, "contract_count": 0, "correlation_count": 13, "correlation_id": "rollup__quiver_2026-03-25_S001185_TPR", "correlation_type": "rollup", "disclosure_date": "2026-04-21", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Luxury Goods", "max_pair_score": 37.19, "member_name": "Terri A. Sewell", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 54.82, "ml_score_distill": 24.03, "ml_shap_top3_car": [{"contribution": -0.0118, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}, {"contribution": 0.0038, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -14.5563, "factor": "jurisdiction_raw"}, {"contribution": -12.6159, "factor": "trade_before_event_raw"}, {"contribution": 8.0126, "factor": "timing_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.270483+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "TPR", "top_correlations": [{"composite_score": 37.19, "event_id": "hr8055-119", "event_summary": "Extending WIC for New Moms Act", "event_type": "bill"}, {"composite_score": 34.13, "event_id": "hr8360-119", "event_summary": "Commission on Advancing Restorative Justice in Elementary and Secondary Education Act of 2026", "event_type": "bill"}, {"composite_score": 32.46, "event_id": "hr8402-119", "event_summary": "Civics Learning Act of 2026", "event_type": "bill"}, {"composite_score": 28.84, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}, {"composite_score": 28.84, "event_id": "hr7973-119", "event_summary": "Momnibus Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-25_S001185_TPR", "transaction_date": "2026-03-25", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0911, "abnormal_return_60d": -0.0688, "abnormal_return_90d": 0.1166, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 50.55, "bill_count": 14, "bioguide_id": "K000398", "chamber": "House", "company_name": "", "composite_score": 83.68, "contract_count": 0, "correlation_count": 14, "correlation_id": "rollup__quiver_2026-02-05_K000398_GOOGL", "correlation_type": "rollup", "disclosure_date": "2026-03-18", "disclosure_lag_days": 41, "engine_version": "1.2.0", "industry": "Interactive Media & Services", "max_pair_score": 83.68, "member_name": "Thomas H. Kean Jr", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 100.0, "ml_score_car": 80.71, "ml_score_distill": 100.0, "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_car": [{"contribution": 0.0334, "factor": "disclosure_lag_raw"}, {"contribution": 0.0171, "factor": "jurisdiction_raw"}, {"contribution": -0.0061, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 8.3799, "factor": "disclosure_lag_raw"}, {"contribution": 7.7398, "factor": "timing_raw"}, {"contribution": 4.9254, "factor": "jurisdiction_raw"}], "party": "R", "prev_composite_score": 83.68, "score_divergence": false, "scored_at": "2026-05-31T15:52:01.486427+00:00", "sector": "Communication Services", "severity_tier": "high", "ticker": "GOOGL", "top_correlations": [{"composite_score": 83.68, "event_id": "hr7390-119", "event_summary": "SELF DRIVE Act of 2026", "event_type": "bill"}, {"composite_score": 64.41, "event_id": "hr2189-119", "event_summary": "Law-Enforcement Innovate to De-Escalate Act", "event_type": "bill"}, {"composite_score": 62.01, "event_id": "hr7749-119", "event_summary": "Quantum in Practice Act", "event_type": "bill"}, {"composite_score": 50.9, "event_id": "hr7184-119", "event_summary": "PRESS Act", "event_type": "bill"}, {"composite_score": 48.17, "event_id": "hr7137-119", "event_summary": "Shutdown Fairness Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-05_K000398_GOOGL", "transaction_date": "2026-02-05", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0911, "abnormal_return_60d": -0.0867, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 39.35, "bill_count": 25, "bioguide_id": "C001123", "chamber": "House", "company_name": "Microsoft Corporation", "composite_score": 66.78, "contract_count": 3, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-03-13_C001123_MSFT", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 66.78, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 57.33, "ml_score_distill": 81.75, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.0088, "factor": "timing_raw"}, {"contribution": 0.0029, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.7775, "factor": "jurisdiction_raw"}, {"contribution": 2.8982, "factor": "timing_raw"}, {"contribution": 1.2999, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-11T02:26:56.624570+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "MSFT", "top_correlations": [{"composite_score": 66.78, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 65.44, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}, {"composite_score": 63.03, "event_id": "hr8031-119", "event_summary": "To repeal the Executive order entitled \"Ensuring a National Policy Framework for Artificial Intelligence\".", "event_type": "bill"}, {"composite_score": 55.62, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 53.41, "event_id": "hr8175-119", "event_summary": "To amend title 10, United States Code, and the National Defense Authorization Act for Fiscal Year 1994, to codify and clarify gender neutral standards for members of certain Armed Forces, and for othe", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-13_C001123_MSFT", "transaction_date": "2026-03-13", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0911, "abnormal_return_60d": -0.2174, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 36.43, "bill_count": 6, "bioguide_id": "H001082", "chamber": "House", "company_name": "Becton, Dickinson and Company", "composite_score": 68.21, "contract_count": 1, "correlation_count": 7, "correlation_id": "rollup__quiver_2026-03-17_H001082_BDX", "correlation_type": "rollup", "disclosure_date": "2026-04-03", "disclosure_lag_days": 17, "engine_version": "1.2.0", "industry": "Medical Instruments & Supplies", "max_pair_score": 68.21, "member_name": "Kevin Hern", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 57.33, "ml_score_distill": 83.83, "ml_shap_top3_car": [{"contribution": 0.0106, "factor": "jurisdiction_raw"}, {"contribution": -0.0097, "factor": "timing_raw"}, {"contribution": 0.0031, "factor": "amount_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"}], "party": "R", "scored_at": "2026-06-15T01:02:26.545775+00:00", "sector": "Healthcare", "severity_tier": "medium", "ticker": "BDX", "top_correlations": [{"composite_score": 68.21, "event_id": "SUB_2026-03-20_42HAL00174", "event_summary": "to ANIXTER INC | $56,901", "event_type": "contract"}, {"composite_score": 49.79, "event_id": "hr8034-119", "event_summary": "Protecting America\u2019s Small Oil and Gas Producers and Rural Jobs Act", "event_type": "bill"}, {"composite_score": 42.51, "event_id": "hr8101-119", "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)", "event_type": "bill"}, {"composite_score": 33.75, "event_id": "hres1156-119", "event_summary": "Expressing support for tax policies that support working families.", "event_type": "bill"}, {"composite_score": 31.25, "event_id": "hr7905-119", "event_summary": "Diabetes Foot Health Access and Modernization Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-17_H001082_BDX", "transaction_date": "2026-03-17", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0917, "abnormal_return_60d": -0.221, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 39.63, "bill_count": 25, "bioguide_id": "C001123", "chamber": "House", "company_name": "International Business Machines Corporation", "composite_score": 66.78, "contract_count": 3, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-03-13_C001123_IBM", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "IT Consulting & Other Services", "max_pair_score": 66.78, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 57.33, "ml_score_distill": 81.75, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.0088, "factor": "timing_raw"}, {"contribution": 0.0029, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.7775, "factor": "jurisdiction_raw"}, {"contribution": 2.8982, "factor": "timing_raw"}, {"contribution": 1.2999, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-11T02:26:56.858773+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "IBM", "top_correlations": [{"composite_score": 66.78, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 65.44, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}, {"composite_score": 63.51, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 63.03, "event_id": "hr8031-119", "event_summary": "To repeal the Executive order entitled \"Ensuring a National Policy Framework for Artificial Intelligence\".", "event_type": "bill"}, {"composite_score": 53.41, "event_id": "hr8175-119", "event_summary": "To amend title 10, United States Code, and the National Defense Authorization Act for Fiscal Year 1994, to codify and clarify gender neutral standards for members of certain Armed Forces, and for othe", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-13_C001123_IBM", "transaction_date": "2026-03-13", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0919, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 38.42, "bill_count": 28, "bioguide_id": "C001123", "chamber": "House", "company_name": "Palantir Technologies Inc.", "composite_score": 71.39, "contract_count": 9, "correlation_count": 37, "correlation_id": "rollup__quiver_2026-04-14_C001123_PLTR", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 71.39, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 65.26, "ml_score_distill": 90.85, "ml_shap_top3_car": [{"contribution": 0.0106, "factor": "jurisdiction_raw"}, {"contribution": 0.0083, "factor": "amount_raw"}, {"contribution": -0.004, "factor": "timing_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.936456+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "PLTR", "top_correlations": [{"composite_score": 71.39, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 57.52, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 56.8, "event_id": "hr8563-119", "event_summary": "Investing in the American Dream Act", "event_type": "bill"}, {"composite_score": 55.51, "event_id": "hres1243-119", "event_summary": "Recognizing the significance of Asian American, Native Hawaiian, and Pacific Islander Heritage Month as an important time to celebrate the significant contributions of Asian Americans, Native Hawaiian", "event_type": "bill"}, {"composite_score": 53.41, "event_id": "hres1252-119", "event_summary": "Resolution memorializing law enforcement officers killed in the line of duty.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-14_C001123_PLTR", "transaction_date": "2026-04-14", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0925, "abnormal_return_60d": -0.0314, "abnormal_return_90d": -0.0288, "amount_lower": 5000001, "amount_range": "5000001.0", "avg_pair_score": 39.5, "bill_count": 2, "bioguide_id": "P000197", "chamber": "House", "company_name": "", "composite_score": 40.77, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2025-12-24_P000197_AAPL", "correlation_type": "rollup", "disclosure_date": "2026-01-23", "disclosure_lag_days": 30, "engine_version": "1.2.0", "industry": "Technology Hardware, Storage & Peripherals", "max_pair_score": 40.77, "member_name": "Nancy Pelosi", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 24.56, "ml_score_car": 0.0, "ml_score_distill": 24.56, "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"}], "ml_shap_top3_distill": [{"contribution": -15.6842, "factor": "jurisdiction_raw"}, {"contribution": -8.1807, "factor": "timing_raw"}, {"contribution": 5.161, "factor": "amount_raw"}], "party": "D", "prev_composite_score": 40.77, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.244826+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "AAPL", "top_correlations": [{"composite_score": 40.77, "event_id": "hr7004-119", "event_summary": "Public Integrity in Financial Prediction Markets Act of 2026", "event_type": "bill"}, {"composite_score": 38.23, "event_id": "hres996-119", "event_summary": "Impeaching Kristi Lynn Arnold Noem, Secretary of Homeland Security, for high crimes and misdemeanors.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-24_P000197_AAPL", "transaction_date": "2025-12-24", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0925, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 39.69, "bill_count": 29, "bioguide_id": "M001232", "chamber": "House", "company_name": "C.H. Robinson Worldwide, Inc.", "composite_score": 65.44, "contract_count": 23, "correlation_count": 52, "correlation_id": "rollup__quiver_2026-04-24_M001232_CHRW", "correlation_type": "rollup", "disclosure_date": "2026-05-06", "disclosure_lag_days": 12, "engine_version": "1.2.0", "industry": "Integrated Freight & Logistics", "max_pair_score": 65.44, "member_name": "April Mcclain Delaney", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 81.82, "ml_score_distill": 76.6, "ml_shap_top3_car": [{"contribution": 0.0279, "factor": "timing_raw"}, {"contribution": 0.0144, "factor": "jurisdiction_raw"}, {"contribution": -0.0036, "factor": "amount_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.594708+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "CHRW", "top_correlations": [{"composite_score": 65.44, "event_id": "SUB_2026-04-29_D26P000645", "event_summary": "to THE BOEING COMPANY | $130,791", "event_type": "contract"}, {"composite_score": 64.2, "event_id": "SUB_2026-04-30_KBRWYLE-NASA-SITSS", "event_summary": "to KBR WYLE SERVICES, LLC | $16,007", "event_type": "contract"}, {"composite_score": 64.2, "event_id": "hres1243-119", "event_summary": "Recognizing the significance of Asian American, Native Hawaiian, and Pacific Islander Heritage Month as an important time to celebrate the significant contributions of Asian Americans, Native Hawaiian", "event_type": "bill"}, {"composite_score": 59.99, "event_id": "hres1253-119", "event_summary": "Expressing the sense of the House of Representatives that public servants should be commended for their dedication and continued service to the United States, including their commitment to defending t", "event_type": "bill"}, {"composite_score": 55.62, "event_id": "SUB_2026-04-23_MASI0-MAT0038098", "event_summary": "to OSHKOSH DEFENSE LLC | $147,594", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-24_M001232_CHRW", "transaction_date": "2026-04-24", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": -0.0929, "abnormal_return_60d": 0.0978, "abnormal_return_90d": -0.0463, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 24.67, "bill_count": 7, "bioguide_id": "F000110", "chamber": "House", "company_name": "", "composite_score": 45.77, "contract_count": 0, "correlation_count": 7, "correlation_id": "rollup__quiver_2025-12-11_F000110_CRWV", "correlation_type": "rollup", "disclosure_date": "2025-12-17", "disclosure_lag_days": 6, "engine_version": "1.2.0", "industry": "Software - Infrastructure", "max_pair_score": 45.77, "member_name": "Cleo Fields", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 44.57, "ml_score_car": 39.88, "ml_score_distill": 44.57, "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"}], "ml_shap_top3_distill": [{"contribution": -14.0002, "factor": "jurisdiction_raw"}, {"contribution": 3.3666, "factor": "timing_raw"}, {"contribution": 1.5847, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 45.77, "score_divergence": false, "scored_at": "2026-05-31T15:51:57.039143+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "CRWV", "top_correlations": [{"composite_score": 45.77, "event_id": "hr6830-119", "event_summary": "Fair Competition for Small Business Act of 2025", "event_type": "bill"}, {"composite_score": 35.55, "event_id": "hr6505-119", "event_summary": "Next Generation 9\u20131\u20131 Act", "event_type": "bill"}, {"composite_score": 26.74, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}, {"composite_score": 18.78, "event_id": "hr6215-119", "event_summary": "Small Business RELIEF Act", "event_type": "bill"}, {"composite_score": 17.98, "event_id": "hr6096-119", "event_summary": "NEST Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-11_F000110_CRWV", "transaction_date": "2025-12-11", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0931, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 38.4, "bill_count": 24, "bioguide_id": "M001232", "chamber": "House", "company_name": "BWX Technologies, Inc.", "composite_score": 65.41, "contract_count": 23, "correlation_count": 47, "correlation_id": "rollup__quiver_2026-05-08_M001232_BWXT", "correlation_type": "rollup", "disclosure_date": "2026-06-05", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 65.41, "member_name": "April Mcclain Delaney", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 24.89, "ml_score_distill": 76.84, "ml_shap_top3_car": [{"contribution": -0.0582, "factor": "jurisdiction_raw"}, {"contribution": 0.0093, "factor": "timing_raw"}, {"contribution": 0.0078, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": 11.8681, "factor": "jurisdiction_raw"}, {"contribution": -7.7846, "factor": "timing_raw"}, {"contribution": 1.8212, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.195474+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "BWXT", "top_correlations": [{"composite_score": 65.41, "event_id": "SUB_2026-05-21_D26P000865", "event_summary": "to THE BOEING COMPANY | $152,929", "event_type": "contract"}, {"composite_score": 64.2, "event_id": "hr1346-119", "event_summary": "Nationwide Consumer and Fuel Retailer Choice Act of 2025", "event_type": "bill"}, {"composite_score": 64.2, "event_id": "hr8831-119", "event_summary": "Protecting Our Democracy Act", "event_type": "bill"}, {"composite_score": 59.99, "event_id": "SUB_2026-05-18_27HAL00700", "event_summary": "to ETS-LINDGREN INC | $66,020", "event_type": "contract"}, {"composite_score": 53.06, "event_id": "SUB_2026-04-29_D26P000645", "event_summary": "to THE BOEING COMPANY | $130,791", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-08_M001232_BWXT", "transaction_date": "2026-05-08", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0932, "abnormal_return_60d": -0.0766, "abnormal_return_90d": -0.0659, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 27.84, "bill_count": 3, "bioguide_id": "T000278", "chamber": "Senate", "company_name": "", "composite_score": 34.04, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2025-12-17_T000278_AAPL", "correlation_type": "rollup", "disclosure_date": "2026-01-15", "disclosure_lag_days": 29, "engine_version": "1.2.0", "industry": "Technology Hardware, Storage & Peripherals", "max_pair_score": 34.04, "member_name": "Tommy Tuberville", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 11.77, "ml_score_car": 47.35, "ml_score_distill": 11.77, "ml_shap_top3": [{"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"}], "ml_shap_top3_distill": [{"contribution": -16.2547, "factor": "jurisdiction_raw"}, {"contribution": -14.4299, "factor": "timing_raw"}, {"contribution": 2.5794, "factor": "amount_raw"}], "party": "R", "prev_composite_score": 34.04, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.461516+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "AAPL", "top_correlations": [{"composite_score": 34.04, "event_id": "s3653-119", "event_summary": "Veterans\u2019 Bill of Rights Act of 2026", "event_type": "bill"}, {"composite_score": 25.43, "event_id": "s3366-119", "event_summary": "Back the Blue Act of 2025", "event_type": "bill"}, {"composite_score": 24.05, "event_id": "s3314-119", "event_summary": "Written Informed Consent Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-17_T000278_AAPL", "transaction_date": "2025-12-17", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": -0.0936, "abnormal_return_60d": -0.1591, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 49.88, "bill_count": 7, "bioguide_id": "B001236", "chamber": "Senate", "company_name": "Johnson & Johnson", "composite_score": 63.14, "contract_count": 1, "correlation_count": 8, "correlation_id": "rollup__quiver_2026-03-19_B001236_JNJ", "correlation_type": "rollup", "disclosure_date": "2026-04-14", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Pharmaceuticals", "max_pair_score": 63.14, "member_name": "John Boozman", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 56.91, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": -0.0138, "factor": "timing_raw"}, {"contribution": 0.0077, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "disclosure_lag_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"}], "party": "R", "scored_at": "2026-06-15T01:02:26.536363+00:00", "sector": "Health Care", "severity_tier": "medium", "ticker": "JNJ", "top_correlations": [{"composite_score": 63.14, "event_id": "s4197-119", "event_summary": "Veterans Outdoor Rehabilitation Act", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "s4233-119", "event_summary": "Save Struggling Hospitals Act", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "s4220-119", "event_summary": "Veterans Health Administration Novel Therapeutics Preparedness Act", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "s4221-119", "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)", "event_type": "bill"}, {"composite_score": 51.91, "event_id": "SUB_2026-03-20_42HAL00174", "event_summary": "to ANIXTER INC | $56,901", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-19_B001236_JNJ", "transaction_date": "2026-03-19", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0941, "abnormal_return_60d": -0.0859, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 44.55, "bill_count": 20, "bioguide_id": "C001123", "chamber": "House", "company_name": "TransDigm Group Incorporated", "composite_score": 79.99, "contract_count": 19, "correlation_count": 39, "correlation_id": "rollup__quiver_2026-03-25_C001123_TDG", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 13, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 79.99, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 0.0, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": -0.0685, "factor": "jurisdiction_raw"}, {"contribution": -0.0128, "factor": "timing_raw"}, {"contribution": 0.002, "factor": "multiple_signals_raw"}], "ml_shap_top3_distill": [{"contribution": 12.5032, "factor": "jurisdiction_raw"}, {"contribution": 7.7901, "factor": "timing_raw"}, {"contribution": 1.4209, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.271495+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "TDG", "top_correlations": [{"composite_score": 79.99, "event_id": "SUB_2026-03-25_D26P000395", "event_summary": "to THE BOEING COMPANY | $135,778", "event_type": "contract"}, {"composite_score": 76.59, "event_id": "SUB_2026-03-27_D26P000437", "event_summary": "to THE BOEING COMPANY | $262,452", "event_type": "contract"}, {"composite_score": 72.1, "event_id": "SUB_2026-03-25_F-CEIRR-IDPCC-0842021-02 MOD 07", "event_summary": "to ICF MACRO INC | $194,980", "event_type": "contract"}, {"composite_score": 72.1, "event_id": "SUB_2026-03-25_SVI-2319010-CAT-F112", "event_summary": "to CATERPILLAR INC | $369,222", "event_type": "contract"}, {"composite_score": 60.89, "event_id": "hr8175-119", "event_summary": "To amend title 10, United States Code, and the National Defense Authorization Act for Fiscal Year 1994, to codify and clarify gender neutral standards for members of certain Armed Forces, and for othe", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-25_C001123_TDG", "transaction_date": "2026-03-25", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": -0.0955, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.83, "bill_count": 10, "bioguide_id": "B001291", "chamber": "House", "company_name": "Woodside Energy Group Limited", "composite_score": 60.89, "contract_count": 0, "correlation_count": 10, "correlation_id": "rollup__quiver_2026-05-05_B001291_WDS", "correlation_type": "rollup", "disclosure_date": "2026-05-18", "disclosure_lag_days": 13, "engine_version": "1.2.0", "industry": "Oil & Gas E&P", "max_pair_score": 60.89, "member_name": "Brian Babin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 56.91, "ml_score_distill": 66.51, "ml_shap_top3_car": [{"contribution": -0.0139, "factor": "timing_raw"}, {"contribution": 0.0081, "factor": "jurisdiction_raw"}, {"contribution": 0.0066, "factor": "disclosure_lag_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"}], "party": "R", "scored_at": "2026-06-15T01:02:25.577954+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "WDS", "top_correlations": [{"composite_score": 60.89, "event_id": "hr2071-119", "event_summary": "Save Our Shrimpers Act", "event_type": "bill"}, {"composite_score": 59.88, "event_id": "hr8826-119", "event_summary": "In God We Trust Act", "event_type": "bill"}, {"composite_score": 48.62, "event_id": "hr8630-119", "event_summary": "PEAT Act of 2026", "event_type": "bill"}, {"composite_score": 46.21, "event_id": "hr8538-119", "event_summary": "Save America\u2019s Family Forests Act of 2026", "event_type": "bill"}, {"composite_score": 39.98, "event_id": "hres1205-119", "event_summary": "Encouraging military discounts in honor of the 250th anniversary of the United States.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-05_B001291_WDS", "transaction_date": "2026-05-05", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0959, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.9, "bill_count": 21, "bioguide_id": "C001123", "chamber": "House", "company_name": "Global Payments Inc.", "composite_score": 72.1, "contract_count": 21, "correlation_count": 42, "correlation_id": "rollup__quiver_2026-04-14_C001123_GPN", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Specialty Business Services", "max_pair_score": 72.1, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.921203+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "GPN", "top_correlations": [{"composite_score": 72.1, "event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_summary": "to OSHKOSH DEFENSE LLC | $79,740", "event_type": "contract"}, {"composite_score": 70.33, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 60.89, "event_id": "SUB_2026-04-22_D26P000591", "event_summary": "to HOWMET AEROSPACE INC. | $70,951", "event_type": "contract"}, {"composite_score": 59.88, "event_id": "SUB_2026-04-23_MASI0-MAT0038098", "event_summary": "to OSHKOSH DEFENSE LLC | $147,594", "event_type": "contract"}, {"composite_score": 59.88, "event_id": "SUB_2026-04-23_L26P000242", "event_summary": "to TEXTRON AVIATION INC | $61,510", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-14_C001123_GPN", "transaction_date": "2026-04-14", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.0961, "abnormal_return_60d": -0.1765, "abnormal_return_90d": -0.1536, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 24.36, "bill_count": 2, "bioguide_id": "F000450", "chamber": "House", "company_name": "", "composite_score": 33.86, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2026-01-12_F000450_HTGC", "correlation_type": "rollup", "disclosure_date": "2026-02-06", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "Asset Management", "max_pair_score": 33.86, "member_name": "Virginia Foxx", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 13.83, "ml_score_car": 2.25, "ml_score_distill": 13.83, "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_car": [{"contribution": -0.0443, "factor": "multiple_signals_raw"}, {"contribution": -0.0191, "factor": "jurisdiction_raw"}, {"contribution": -0.0051, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": -15.9923, "factor": "jurisdiction_raw"}, {"contribution": -9.3818, "factor": "timing_raw"}, {"contribution": -2.602, "factor": "multiple_signals_raw"}], "party": "R", "prev_composite_score": 33.86, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.547673+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "HTGC", "top_correlations": [{"composite_score": 33.86, "event_id": "hr7300-119", "event_summary": "Make Elections Great Again Act", "event_type": "bill"}, {"composite_score": 14.87, "event_id": "hr6792-119", "event_summary": "Foreign-Trade Zone Export Enhancement Act of 2025", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-12_F000450_HTGC", "transaction_date": "2026-01-12", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0962, "abnormal_return_60d": -0.1034, "abnormal_return_90d": null, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 47.12, "bill_count": 10, "bioguide_id": "S001203", "chamber": "Senate", "company_name": "3M Company", "composite_score": 66.3, "contract_count": 21, "correlation_count": 31, "correlation_id": "rollup__quiver_2026-03-31_S001203_MMM", "correlation_type": "rollup", "disclosure_date": "2026-04-02", "disclosure_lag_days": 2, "engine_version": "1.2.0", "industry": "Conglomerates", "max_pair_score": 66.3, "member_name": "Tina Smith", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 41.26, "ml_score_distill": 80.87, "ml_shap_top3_car": [{"contribution": -0.0249, "factor": "timing_raw"}, {"contribution": 0.0094, "factor": "jurisdiction_raw"}, {"contribution": -0.0087, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.7896, "factor": "jurisdiction_raw"}, {"contribution": 1.959, "factor": "amount_raw"}, {"contribution": 1.2612, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.251700+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "MMM", "top_correlations": [{"composite_score": 66.3, "event_id": "SUB_2026-04-06_MASI0-MAT0037958", "event_summary": "to FLIGHT SOURCE INC | $60,028", "event_type": "contract"}, {"composite_score": 59.62, "event_id": "SUB_2026-04-13_24-0422-031", "event_summary": "to ALLEN & GRAHAM, INC | $24,865", "event_type": "contract"}, {"composite_score": 58.91, "event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_summary": "to OSHKOSH DEFENSE LLC | $79,740", "event_type": "contract"}, {"composite_score": 58.24, "event_id": "s4307-119", "event_summary": "Protecting American Consumers from Robocalls Act", "event_type": "bill"}, {"composite_score": 57.62, "event_id": "s4330-119", "event_summary": "Ending the Carried Interest Loophole Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-31_S001203_MMM", "transaction_date": "2026-03-31", "transaction_type": "sale_full", "triple_correlation": true}
{"abnormal_return_30d": -0.0962, "abnormal_return_60d": 0.0979, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 37.39, "bill_count": 16, "bioguide_id": "F000468", "chamber": "House", "company_name": "Eli Lilly and Company", "composite_score": 56.47, "contract_count": 1, "correlation_count": 17, "correlation_id": "rollup__quiver_2026-04-08_F000468_LLY", "correlation_type": "rollup", "disclosure_date": "2026-05-01", "disclosure_lag_days": 23, "engine_version": "1.2.0", "industry": "Pharmaceuticals", "max_pair_score": 56.47, "member_name": "Elizabeth Fletcher", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 46.5, "ml_score_distill": 60.14, "ml_shap_top3_car": [{"contribution": -0.0148, "factor": "timing_raw"}, {"contribution": -0.0141, "factor": "amount_raw"}, {"contribution": 0.0089, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": -7.7078, "factor": "timing_raw"}, {"contribution": 4.726, "factor": "jurisdiction_raw"}, {"contribution": 1.7395, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.954006+00:00", "sector": "Health Care", "severity_tier": "low", "ticker": "LLY", "top_correlations": [{"composite_score": 56.47, "event_id": "hr7022-119", "event_summary": "Mystic Alerts Act", "event_type": "bill"}, {"composite_score": 55.75, "event_id": "hr8440-119", "event_summary": "ZELDIN Act", "event_type": "bill"}, {"composite_score": 44.11, "event_id": "hres1147-119", "event_summary": "Recognizing the United States legacy of dismissed pain and denied autonomy in women's health care, and affirming the Federal Government's duty to protect individual dignity and advance patient-centere", "event_type": "bill"}, {"composite_score": 44.11, "event_id": "hr8160-119", "event_summary": "Premenstrual Dysphoric Disorder Awareness and Research Act of 2026", "event_type": "bill"}, {"composite_score": 44.11, "event_id": "hr8159-119", "event_summary": "Gynecologic Pain Management Study Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-08_F000468_LLY", "transaction_date": "2026-04-08", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0963, "abnormal_return_60d": 0.1732, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 38.29, "bill_count": 25, "bioguide_id": "C001123", "chamber": "House", "company_name": "Palo Alto Networks, Inc.", "composite_score": 65.72, "contract_count": 3, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-03-13_C001123_PANW", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 65.72, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 63.41, "ml_score_distill": 80.11, "ml_shap_top3_car": [{"contribution": 0.0085, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-11T02:26:56.626506+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "PANW", "top_correlations": [{"composite_score": 65.72, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 64.39, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "hr8031-119", "event_summary": "To repeal the Executive order entitled \"Ensuring a National Policy Framework for Artificial Intelligence\".", "event_type": "bill"}, {"composite_score": 54.56, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 52.36, "event_id": "hr8175-119", "event_summary": "To amend title 10, United States Code, and the National Defense Authorization Act for Fiscal Year 1994, to codify and clarify gender neutral standards for members of certain Armed Forces, and for othe", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-13_C001123_PANW", "transaction_date": "2026-03-13", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0972, "abnormal_return_60d": -0.148, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 43.42, "bill_count": 14, "bioguide_id": "M001217", "chamber": "House", "company_name": "General Dynamics Corporation", "composite_score": 59.4, "contract_count": 6, "correlation_count": 20, "correlation_id": "rollup__quiver_2026-03-31_M001217_GD", "correlation_type": "rollup", "disclosure_date": "2026-04-30", "disclosure_lag_days": 30, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 59.4, "member_name": "Jared Moskowitz", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 42.64, "ml_score_distill": 67.62, "ml_shap_top3_car": [{"contribution": -0.0436, "factor": "jurisdiction_raw"}, {"contribution": 0.0161, "factor": "timing_raw"}, {"contribution": 0.0069, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": 11.7817, "factor": "jurisdiction_raw"}, {"contribution": -11.7541, "factor": "timing_raw"}, {"contribution": 1.9679, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.256895+00:00", "sector": "Aerospace & Defense", "severity_tier": "low", "ticker": "GD", "top_correlations": [{"composite_score": 59.4, "event_id": "SUB_2026-04-22_D26P000591", "event_summary": "to HOWMET AEROSPACE INC. | $70,951", "event_type": "contract"}, {"composite_score": 59.02, "event_id": "SUB_2026-04-23_L26P000242", "event_summary": "to TEXTRON AVIATION INC | $61,510", "event_type": "contract"}, {"composite_score": 57.85, "event_id": "SUB_2026-03-27_D26P000437", "event_summary": "to THE BOEING COMPANY | $262,452", "event_type": "contract"}, {"composite_score": 57.2, "event_id": "SUB_2026-04-29_D26P000645", "event_summary": "to THE BOEING COMPANY | $130,791", "event_type": "contract"}, {"composite_score": 55.27, "event_id": "SUB_2026-03-25_D26P000395", "event_summary": "to THE BOEING COMPANY | $135,778", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-31_M001217_GD", "transaction_date": "2026-03-31", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.0981, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 39.31, "bill_count": 13, "bioguide_id": "S001199", "chamber": "House", "company_name": "Wells Fargo & Company", "composite_score": 65.44, "contract_count": 10, "correlation_count": 23, "correlation_id": "rollup__quiver_2026-04-23_S001199_WFC", "correlation_type": "rollup", "disclosure_date": "2026-04-30", "disclosure_lag_days": 7, "engine_version": "1.2.0", "industry": "Diversified Banks", "max_pair_score": 65.44, "member_name": "Lloyd K. Smucker", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 81.82, "ml_score_distill": 76.6, "ml_shap_top3_car": [{"contribution": 0.0279, "factor": "timing_raw"}, {"contribution": 0.0144, "factor": "jurisdiction_raw"}, {"contribution": -0.0036, "factor": "amount_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"}], "party": "R", "scored_at": "2026-06-15T01:02:25.601438+00:00", "sector": "Financials", "severity_tier": "medium", "ticker": "WFC", "top_correlations": [{"composite_score": 65.44, "event_id": "hr2347-119", "event_summary": "Survivor Justice Tax Prevention Act", "event_type": "bill"}, {"composite_score": 65.44, "event_id": "hr227-119", "event_summary": "Clergy Act", "event_type": "bill"}, {"composite_score": 53.41, "event_id": "hr8804-119", "event_summary": "Medicare Payment Integrity Enhancement Act of 2026", "event_type": "bill"}, {"composite_score": 51.17, "event_id": "hr8892-119", "event_summary": "CAL Repayment Act", "event_type": "bill"}, {"composite_score": 48.35, "event_id": "SUB_2026-04-27_5500371963", "event_summary": "to BMT AEROSPACE USA, INC | $947,232", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-23_S001199_WFC", "transaction_date": "2026-04-23", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.0992, "abnormal_return_60d": -0.0891, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 45.6, "bill_count": 41, "bioguide_id": "J000309", "chamber": "House", "company_name": "BP p.l.c.", "composite_score": 65.72, "contract_count": 0, "correlation_count": 41, "correlation_id": "rollup__quiver_2026-03-20_J000309_BP", "correlation_type": "rollup", "disclosure_date": "2026-04-08", "disclosure_lag_days": 19, "engine_version": "1.2.0", "industry": "Oil & Gas Integrated", "max_pair_score": 65.72, "member_name": "Jonathan Jackson", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 63.41, "ml_score_distill": 80.11, "ml_shap_top3_car": [{"contribution": 0.0085, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-15T01:02:26.531386+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "BP", "top_correlations": [{"composite_score": 65.72, "event_id": "hjres153-119", "event_summary": "To direct the removal of United States Armed Forces from hostilities within or against the Republic of Cuba that have not been authorized by Congress.", "event_type": "bill"}, {"composite_score": 64.39, "event_id": "hr8074-119", "event_summary": "Kira Johnson Act", "event_type": "bill"}, {"composite_score": 64.39, "event_id": "hr8080-119", "event_summary": "Data to Save Moms Act", "event_type": "bill"}, {"composite_score": 64.39, "event_id": "hr4624-119", "event_summary": "Muhammad Ali American Boxing Revival Act of 2026", "event_type": "bill"}, {"composite_score": 64.39, "event_id": "hr8085-119", "event_summary": "Ultra-Millionaire Tax Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-20_J000309_BP", "transaction_date": "2026-03-20", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1011, "abnormal_return_60d": -0.097, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 27.78, "bill_count": 30, "bioguide_id": "C001123", "chamber": "House", "company_name": "SS&C Technologies Holdings, Inc", "composite_score": 65.14, "contract_count": 9, "correlation_count": 39, "correlation_id": "rollup__quiver_2026-04-06_C001123_SSNC", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 32, "engine_version": "1.2.0", "industry": "Software - Application", "max_pair_score": 65.14, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 8.66, "ml_score_distill": 80.88, "ml_shap_top3_car": [{"contribution": -0.0396, "factor": "disclosure_lag_raw"}, {"contribution": -0.0347, "factor": "timing_raw"}, {"contribution": 0.0097, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 5.2556, "factor": "jurisdiction_raw"}, {"contribution": 2.0136, "factor": "disclosure_lag_raw"}, {"contribution": 1.2775, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.245311+00:00", "sector": "Technology", "severity_tier": "medium", "ticker": "SSNC", "top_correlations": [{"composite_score": 65.14, "event_id": "SUB_2026-04-13_2601262", "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,910", "event_type": "contract"}, {"composite_score": 65.14, "event_id": "SUB_2026-04-13_2601264", "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $44,676", "event_type": "contract"}, {"composite_score": 56.5, "event_id": "SUB_2026-04-24_5500364295", "event_summary": "to LEGGETT & PLATT AEROSPACE MIDDLETOWN, LLC | $443,259", "event_type": "contract"}, {"composite_score": 54.28, "event_id": "SUB_2026-04-29_2601523", "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,137", "event_type": "contract"}, {"composite_score": 53.92, "event_id": "SUB_2026-04-30_P-00042974", "event_summary": "to CDW GOVERNMENT LLC | $46,374", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-06_C001123_SSNC", "transaction_date": "2026-04-06", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1011, "abnormal_return_60d": -0.1448, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 27.24, "bill_count": 7, "bioguide_id": "K000398", "chamber": "House", "company_name": "Chubb Limited", "composite_score": 51.17, "contract_count": 3, "correlation_count": 10, "correlation_id": "rollup__quiver_2026-03-26_K000398_CB", "correlation_type": "rollup", "disclosure_date": "2026-04-13", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Insurance - Property & Casualty", "max_pair_score": 51.17, "member_name": "Thomas H. Kean Jr", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 65.2, "ml_score_distill": 53.68, "ml_shap_top3_car": [{"contribution": 0.0082, "factor": "amount_raw"}, {"contribution": 0.0077, "factor": "disclosure_lag_raw"}, {"contribution": 0.0061, "factor": "multiple_signals_raw"}], "ml_shap_top3_distill": [{"contribution": -12.3182, "factor": "timing_raw"}, {"contribution": 5.8873, "factor": "jurisdiction_raw"}, {"contribution": 1.8484, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.263870+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "CB", "top_correlations": [{"composite_score": 51.17, "event_id": "SUB_2026-04-21_MASI0-MAT0038066", "event_summary": "to CHARIOT DEFENSE, INC. | $80,000", "event_type": "contract"}, {"composite_score": 37.2, "event_id": "SUB_2026-03-05_D26P000282", "event_summary": "to AVIATRIX INC | $77,245", "event_type": "contract"}, {"composite_score": 35.11, "event_id": "SUB_2026-02-27_40487291", "event_summary": "to AMPHENOL CORP | $30,043", "event_type": "contract"}, {"composite_score": 34.99, "event_id": "hr1431-119", "event_summary": "To designate the facility of the United States Postal Service located at 2407 State Route 71, Suite 1, in Spring Lake, New Jersey, as the \"James J. Howard Post Office\".", "event_type": "bill"}, {"composite_score": 34.55, "event_id": "hr8326-119", "event_summary": "To designate the facility of the United States Postal Service located at 16 Rev Dr Martin Luther King Jr Drive in Willingboro, New Jersey, as the \"James A. Cotten Post Office\".", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-26_K000398_CB", "transaction_date": "2026-03-26", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1012, "abnormal_return_60d": -0.064, "abnormal_return_90d": -0.0171, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.9, "bill_count": 48, "bioguide_id": "G000583", "chamber": "House", "company_name": "", "composite_score": 71.39, "contract_count": 0, "correlation_count": 48, "correlation_id": "rollup__quiver_2026-01-26_G000583_SNDR", "correlation_type": "rollup", "disclosure_date": "2026-02-26", "disclosure_lag_days": 31, "engine_version": "1.2.0", "industry": "Trucking", "max_pair_score": 71.39, "member_name": "Josh Gottheimer", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 98.49, "ml_score_car": 39.29, "ml_score_distill": 98.49, "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_car": [{"contribution": -0.0312, "factor": "disclosure_lag_raw"}, {"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.004, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": 7.2605, "factor": "timing_raw"}, {"contribution": 4.9948, "factor": "jurisdiction_raw"}, {"contribution": 2.8818, "factor": "disclosure_lag_raw"}], "party": "D", "prev_composite_score": 71.39, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.258326+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "SNDR", "top_correlations": [{"composite_score": 71.39, "event_id": "hjres144-119", "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_type": "bill"}, {"composite_score": 60.93, "event_id": "hr7365-119", "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_type": "bill"}, {"composite_score": 60.93, "event_id": "hr7371-119", "event_summary": "No Flight, No Fight Act of 2026", "event_type": "bill"}, {"composite_score": 60.93, "event_id": "hr7380-119", "event_summary": "IRAN Act", "event_type": "bill"}, {"composite_score": 56.8, "event_id": "hr7438-119", "event_summary": "PETSAFE Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-26_G000583_SNDR", "transaction_date": "2026-01-26", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1018, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 40.85, "bill_count": 12, "bioguide_id": "S001199", "chamber": "House", "company_name": "Fulton Financial Corporation", "composite_score": 72.1, "contract_count": 8, "correlation_count": 20, "correlation_id": "rollup__quiver_2026-04-17_S001199_FULT", "correlation_type": "rollup", "disclosure_date": "2026-04-30", "disclosure_lag_days": 13, "engine_version": "1.2.0", "industry": "Banks - Regional", "max_pair_score": 72.1, "member_name": "Lloyd K. Smucker", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 0.0, "ml_score_distill": 86.76, "ml_shap_top3_car": [{"contribution": -0.0536, "factor": "jurisdiction_raw"}, {"contribution": -0.0298, "factor": "amount_raw"}, {"contribution": 0.0078, "factor": "multiple_signals_raw"}], "ml_shap_top3_distill": [{"contribution": 12.0164, "factor": "jurisdiction_raw"}, {"contribution": -5.4582, "factor": "timing_raw"}, {"contribution": 2.4662, "factor": "amount_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.607221+00:00", "sector": "Financial Services", "severity_tier": "medium", "ticker": "FULT", "top_correlations": [{"composite_score": 72.1, "event_id": "SUB_2026-04-27_5500371963", "event_summary": "to BMT AEROSPACE USA, INC | $947,232", "event_type": "contract"}, {"composite_score": 72.1, "event_id": "SUB_2026-04-27_550037189U1", "event_summary": "to BMT AEROSPACE USA, INC | $335,551", "event_type": "contract"}, {"composite_score": 70.99, "event_id": "SUB_2026-04-21_MASI0-MAT0038066", "event_summary": "to CHARIOT DEFENSE, INC. | $80,000", "event_type": "contract"}, {"composite_score": 59.14, "event_id": "SUB_2026-05-04_PO26-02730", "event_summary": "to CUBIC DIGITAL INTELLIGENCE INC | $46,742", "event_type": "contract"}, {"composite_score": 55.38, "event_id": "SUB_2026-05-13_D26P000792", "event_summary": "to AVIATRIX INC | $124,760", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-17_S001199_FULT", "transaction_date": "2026-04-17", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1018, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 38.31, "bill_count": 17, "bioguide_id": "S000168", "chamber": "House", "company_name": "Carrier Global Corporation", "composite_score": 63.14, "contract_count": 23, "correlation_count": 40, "correlation_id": "rollup__quiver_2026-05-01_S000168_CARR", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 7, "engine_version": "1.2.0", "industry": "Building Products & Equipment", "max_pair_score": 63.14, "member_name": "Maria Elvira Salazar", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 56.91, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": -0.0138, "factor": "timing_raw"}, {"contribution": 0.0077, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "disclosure_lag_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"}], "party": "R", "scored_at": "2026-06-15T01:02:25.584098+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "CARR", "top_correlations": [{"composite_score": 63.14, "event_id": "hres1261-119", "event_summary": "Expressing support for the designation of the week of May 3 through May 9, 2026, as \"National Small Business Week\" to celebrate the contributions of small businesses and entrepreneurs in every communi", "event_type": "bill"}, {"composite_score": 54.56, "event_id": "SUB_2026-04-30_KBRWYLE-NASA-SITSS", "event_summary": "to KBR WYLE SERVICES, LLC | $16,007", "event_type": "contract"}, {"composite_score": 53.88, "event_id": "SUB_2026-05-18_27HAL00700", "event_summary": "to ETS-LINDGREN INC | $66,020", "event_type": "contract"}, {"composite_score": 52.92, "event_id": "SUB_2026-04-29_D26P000645", "event_summary": "to THE BOEING COMPANY | $130,791", "event_type": "contract"}, {"composite_score": 52.36, "event_id": "SUB_2026-05-21_D26P000865", "event_summary": "to THE BOEING COMPANY | $152,929", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-01_S000168_CARR", "transaction_date": "2026-05-01", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.1024, "abnormal_return_60d": -0.0825, "abnormal_return_90d": 0.0848, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 55.17, "bill_count": 12, "bioguide_id": "F000110", "chamber": "House", "company_name": "", "composite_score": 75.6, "contract_count": 0, "correlation_count": 12, "correlation_id": "rollup__quiver_2026-02-03_F000110_GOOGL", "correlation_type": "rollup", "disclosure_date": "2026-02-24", "disclosure_lag_days": 21, "engine_version": "1.2.0", "industry": "Interactive Media & Services", "max_pair_score": 75.6, "member_name": "Cleo Fields", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 95.31, "ml_score_car": 12.54, "ml_score_distill": 95.31, "ml_shap_top3": [{"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"}], "ml_shap_top3_distill": [{"contribution": 6.6782, "factor": "timing_raw"}, {"contribution": 5.4564, "factor": "jurisdiction_raw"}, {"contribution": 2.0794, "factor": "amount_raw"}], "party": "D", "prev_composite_score": 75.6, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.916364+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "GOOGL", "top_correlations": [{"composite_score": 75.6, "event_id": "hr7345-119", "event_summary": "Studying Disastrous Impacts of Mass Deportation Act", "event_type": "bill"}, {"composite_score": 75.6, "event_id": "hr7347-119", "event_summary": "Stop Inhumane Conditions in ICE Detention Act of 2026", "event_type": "bill"}, {"composite_score": 73.96, "event_id": "hr7391-119", "event_summary": "Community Health Center Drug Pricing Protection Act", "event_type": "bill"}, {"composite_score": 73.96, "event_id": "hres1040-119", "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month.", "event_type": "bill"}, {"composite_score": 56.39, "event_id": "hres1088-119", "event_summary": "Recognizing and celebrating the significance of Black history museums and cultural institutions.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-03_F000110_GOOGL", "transaction_date": "2026-02-03", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1035, "abnormal_return_60d": -0.1404, "abnormal_return_90d": -0.1234, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 40.71, "bill_count": 8, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 72.1, "contract_count": 0, "correlation_count": 8, "correlation_id": "rollup__quiver_2025-12-19_C001123_GPN", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Specialty Business Services", "max_pair_score": 72.1, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.59, "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 72.1, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.901552+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "GPN", "top_correlations": [{"composite_score": 72.1, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 44.11, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 38.69, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}, {"composite_score": 38.69, "event_id": "hr6391-119", "event_summary": "Save Oak Flat from Foreign Mining Act", "event_type": "bill"}, {"composite_score": 36.15, "event_id": "hr6318-119", "event_summary": "No GOUGE Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-19_C001123_GPN", "transaction_date": "2025-12-19", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1037, "abnormal_return_60d": -0.1222, "abnormal_return_90d": -0.1377, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 14.07, "bill_count": 2, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 18.4, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2025-12-29_M001190_ISRG", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Medical Instruments & Supplies", "max_pair_score": 18.4, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.0, "ml_score_car": 23.03, "ml_score_distill": 0.0, "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_car": [{"contribution": -0.0314, "factor": "multiple_signals_raw"}, {"contribution": -0.0199, "factor": "jurisdiction_raw"}, {"contribution": -0.0127, "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"}], "party": "R", "prev_composite_score": 18.4, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.632114+00:00", "sector": "Healthcare", "severity_tier": "low", "ticker": "ISRG", "top_correlations": [{"composite_score": 18.4, "event_id": "s3478-119", "event_summary": "Indian Buffalo Management Act", "event_type": "bill"}, {"composite_score": 9.74, "event_id": "s3159-119", "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-29_M001190_ISRG", "transaction_date": "2025-12-29", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1053, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.83, "bill_count": 10, "bioguide_id": "B001291", "chamber": "House", "company_name": "Range Resources Corporation", "composite_score": 60.89, "contract_count": 0, "correlation_count": 10, "correlation_id": "rollup__quiver_2026-05-05_B001291_RRC", "correlation_type": "rollup", "disclosure_date": "2026-05-18", "disclosure_lag_days": 13, "engine_version": "1.2.0", "industry": "Oil & Gas E&P", "max_pair_score": 60.89, "member_name": "Brian Babin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 56.91, "ml_score_distill": 66.51, "ml_shap_top3_car": [{"contribution": -0.0139, "factor": "timing_raw"}, {"contribution": 0.0081, "factor": "jurisdiction_raw"}, {"contribution": 0.0066, "factor": "disclosure_lag_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"}], "party": "R", "scored_at": "2026-06-15T01:02:25.579480+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "RRC", "top_correlations": [{"composite_score": 60.89, "event_id": "hr2071-119", "event_summary": "Save Our Shrimpers Act", "event_type": "bill"}, {"composite_score": 59.88, "event_id": "hr8826-119", "event_summary": "In God We Trust Act", "event_type": "bill"}, {"composite_score": 48.62, "event_id": "hr8630-119", "event_summary": "PEAT Act of 2026", "event_type": "bill"}, {"composite_score": 46.21, "event_id": "hr8538-119", "event_summary": "Save America\u2019s Family Forests Act of 2026", "event_type": "bill"}, {"composite_score": 39.98, "event_id": "hres1205-119", "event_summary": "Encouraging military discounts in honor of the 250th anniversary of the United States.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-05_B001291_RRC", "transaction_date": "2026-05-05", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1069, "abnormal_return_60d": -0.1149, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 46.93, "bill_count": 41, "bioguide_id": "J000309", "chamber": "House", "company_name": "BP p.l.c.", "composite_score": 73.15, "contract_count": 0, "correlation_count": 41, "correlation_id": "rollup__quiver_2026-03-19_J000309_BP", "correlation_type": "rollup", "disclosure_date": "2026-04-08", "disclosure_lag_days": 20, "engine_version": "1.2.0", "industry": "Oil & Gas Integrated", "max_pair_score": 73.15, "member_name": "Jonathan Jackson", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 84.44, "ml_score_distill": 93.12, "ml_shap_top3_car": [{"contribution": 0.0171, "factor": "timing_raw"}, {"contribution": 0.015, "factor": "amount_raw"}, {"contribution": 0.0115, "factor": "jurisdiction_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"}], "party": "D", "scored_at": "2026-06-15T01:02:26.534650+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "BP", "top_correlations": [{"composite_score": 73.15, "event_id": "hr8008-119", "event_summary": "To address social determinants of maternal health to eliminate maternal mortality, severe maternal morbidity, and maternal health disparities, and for other purposes.", "event_type": "bill"}, {"composite_score": 65.44, "event_id": "hjres153-119", "event_summary": "To direct the removal of United States Armed Forces from hostilities within or against the Republic of Cuba that have not been authorized by Congress.", "event_type": "bill"}, {"composite_score": 64.2, "event_id": "hr8074-119", "event_summary": "Kira Johnson Act", "event_type": "bill"}, {"composite_score": 64.2, "event_id": "hr8080-119", "event_summary": "Data to Save Moms Act", "event_type": "bill"}, {"composite_score": 64.2, "event_id": "hr4624-119", "event_summary": "Muhammad Ali American Boxing Revival Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-19_J000309_BP", "transaction_date": "2026-03-19", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1075, "abnormal_return_60d": -0.101, "abnormal_return_90d": -0.0852, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 16.18, "bill_count": 2, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 20.5, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2025-12-29_M001190_MA", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Credit Services", "max_pair_score": 20.5, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.0, "ml_score_car": 10.58, "ml_score_distill": 0.0, "ml_shap_top3": [{"contribution": -15.2722, "factor": "jurisdiction_raw"}, {"contribution": -10.6197, "factor": "trade_before_event_raw"}, {"contribution": -8.3996, "factor": "timing_raw"}], "ml_shap_top3_car": [{"contribution": -0.0381, "factor": "multiple_signals_raw"}, {"contribution": -0.0206, "factor": "jurisdiction_raw"}, {"contribution": -0.0104, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": -15.2722, "factor": "jurisdiction_raw"}, {"contribution": -10.6197, "factor": "trade_before_event_raw"}, {"contribution": -8.3996, "factor": "timing_raw"}], "party": "R", "prev_composite_score": 20.5, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.703018+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "MA", "top_correlations": [{"composite_score": 20.5, "event_id": "s3478-119", "event_summary": "Indian Buffalo Management Act", "event_type": "bill"}, {"composite_score": 11.85, "event_id": "s3159-119", "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-29_M001190_MA", "transaction_date": "2025-12-29", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.108, "abnormal_return_60d": -0.247, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 38.57, "bill_count": 25, "bioguide_id": "C001123", "chamber": "House", "company_name": "Accenture plc", "composite_score": 65.72, "contract_count": 3, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-03-13_C001123_ACN", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "IT Consulting & Other Services", "max_pair_score": 65.72, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 63.41, "ml_score_distill": 80.11, "ml_shap_top3_car": [{"contribution": 0.0085, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-11T02:26:56.857950+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "ACN", "top_correlations": [{"composite_score": 65.72, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 64.39, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}, {"composite_score": 62.46, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 61.98, "event_id": "hr8031-119", "event_summary": "To repeal the Executive order entitled \"Ensuring a National Policy Framework for Artificial Intelligence\".", "event_type": "bill"}, {"composite_score": 52.36, "event_id": "hr8175-119", "event_summary": "To amend title 10, United States Code, and the National Defense Authorization Act for Fiscal Year 1994, to codify and clarify gender neutral standards for members of certain Armed Forces, and for othe", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-13_C001123_ACN", "transaction_date": "2026-03-13", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1095, "abnormal_return_60d": 0.2471, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 38.29, "bill_count": 25, "bioguide_id": "C001123", "chamber": "House", "company_name": "Fortinet, Inc.", "composite_score": 65.72, "contract_count": 3, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-03-13_C001123_FTNT", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 65.72, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 63.41, "ml_score_distill": 80.11, "ml_shap_top3_car": [{"contribution": 0.0085, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-11T02:26:56.621223+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "FTNT", "top_correlations": [{"composite_score": 65.72, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 64.39, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "hr8031-119", "event_summary": "To repeal the Executive order entitled \"Ensuring a National Policy Framework for Artificial Intelligence\".", "event_type": "bill"}, {"composite_score": 54.56, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 52.36, "event_id": "hr8175-119", "event_summary": "To amend title 10, United States Code, and the National Defense Authorization Act for Fiscal Year 1994, to codify and clarify gender neutral standards for members of certain Armed Forces, and for othe", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-13_C001123_FTNT", "transaction_date": "2026-03-13", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1113, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 39.43, "bill_count": 16, "bioguide_id": "C001123", "chamber": "House", "company_name": "Veralto Corp", "composite_score": 67.16, "contract_count": 23, "correlation_count": 39, "correlation_id": "rollup__quiver_2026-05-01_C001123_VLTO", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 7, "engine_version": "1.2.0", "industry": "Pollution & Treatment Controls", "max_pair_score": 67.16, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 63.41, "ml_score_distill": 82.19, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.0054, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.585139+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "VLTO", "top_correlations": [{"composite_score": 67.16, "event_id": "hres1253-119", "event_summary": "Expressing the sense of the House of Representatives that public servants should be commended for their dedication and continued service to the United States, including their commitment to defending t", "event_type": "bill"}, {"composite_score": 63.14, "event_id": "hr8707-119", "event_summary": "No Funds for Iran War Act", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "hres1291-119", "event_summary": "Expressing support for the recognition of May 3 through May 9, 2026, as Wildfire Preparedness Week, the national event educating the public on fire safety and preparedness, and supporting the goals of", "event_type": "bill"}, {"composite_score": 54.56, "event_id": "SUB_2026-04-30_KBRWYLE-NASA-SITSS", "event_summary": "to KBR WYLE SERVICES, LLC | $16,007", "event_type": "contract"}, {"composite_score": 54.56, "event_id": "hres1243-119", "event_summary": "Recognizing the significance of Asian American, Native Hawaiian, and Pacific Islander Heritage Month as an important time to celebrate the significant contributions of Asian Americans, Native Hawaiian", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-01_C001123_VLTO", "transaction_date": "2026-05-01", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.1116, "abnormal_return_60d": -0.2166, "abnormal_return_90d": -0.1643, "amount_lower": 250001, "amount_range": "250001.0", "avg_pair_score": 39.46, "bill_count": 1, "bioguide_id": "P000197", "chamber": "House", "company_name": "", "composite_score": 39.46, "contract_count": 0, "correlation_count": 1, "correlation_id": "rollup__quiver_2025-12-30_P000197_PYPL", "correlation_type": "rollup", "disclosure_date": "2026-01-23", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Credit Services", "max_pair_score": 39.46, "member_name": "Nancy Pelosi", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 29.8, "ml_score_car": 0.0, "ml_score_distill": 29.8, "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_car": [{"contribution": -0.0501, "factor": "multiple_signals_raw"}, {"contribution": -0.0393, "factor": "amount_raw"}, {"contribution": -0.0191, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": -13.771, "factor": "jurisdiction_raw"}, {"contribution": -4.8139, "factor": "multiple_signals_raw"}, {"contribution": 2.9049, "factor": "amount_raw"}], "party": "D", "prev_composite_score": 39.46, "score_divergence": true, "scored_at": "2026-05-31T15:51:58.884424+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "PYPL", "top_correlations": [{"composite_score": 39.46, "event_id": "hr7004-119", "event_summary": "Public Integrity in Financial Prediction Markets Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-30_P000197_PYPL", "transaction_date": "2025-12-30", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1131, "abnormal_return_60d": -0.0995, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 45.91, "bill_count": 19, "bioguide_id": "S000168", "chamber": "House", "company_name": "GE Aerospace", "composite_score": 78.23, "contract_count": 19, "correlation_count": 38, "correlation_id": "rollup__quiver_2026-03-24_S000168_GE", "correlation_type": "rollup", "disclosure_date": "2026-04-21", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 78.23, "member_name": "Maria Elvira Salazar", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 0.0, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": -0.0687, "factor": "jurisdiction_raw"}, {"contribution": -0.0233, "factor": "timing_raw"}, {"contribution": 0.0032, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 12.4094, "factor": "jurisdiction_raw"}, {"contribution": 7.1232, "factor": "timing_raw"}, {"contribution": 1.4209, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.273421+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "GE", "top_correlations": [{"composite_score": 78.23, "event_id": "SUB_2026-03-25_D26P000395", "event_summary": "to THE BOEING COMPANY | $135,778", "event_type": "contract"}, {"composite_score": 75.05, "event_id": "SUB_2026-03-27_D26P000437", "event_summary": "to THE BOEING COMPANY | $262,452", "event_type": "contract"}, {"composite_score": 70.33, "event_id": "SUB_2026-03-25_F-CEIRR-IDPCC-0842021-02 MOD 07", "event_summary": "to ICF MACRO INC | $194,980", "event_type": "contract"}, {"composite_score": 70.33, "event_id": "SUB_2026-03-25_SVI-2319010-CAT-F112", "event_summary": "to CATERPILLAR INC | $369,222", "event_type": "contract"}, {"composite_score": 57.2, "event_id": "SUB_2026-04-22_D26P000591", "event_summary": "to HOWMET AEROSPACE INC. | $70,951", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-24_S000168_GE", "transaction_date": "2026-03-24", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.1134, "abnormal_return_60d": -0.1935, "abnormal_return_90d": -0.2992, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 43.06, "bill_count": 24, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 70.33, "contract_count": 1, "correlation_count": 25, "correlation_id": "rollup__quiver_2026-02-10_C001123_IBM", "correlation_type": "rollup", "disclosure_date": "2026-03-09", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "IT Consulting & Other Services", "max_pair_score": 70.33, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.72, "ml_score_car": 58.15, "ml_score_distill": 88.72, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 70.33, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.860449+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "IBM", "top_correlations": [{"composite_score": 70.33, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 70.33, "event_id": "hr7499-119", "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_type": "bill"}, {"composite_score": 70.33, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 68.69, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}, {"composite_score": 58.94, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-10_C001123_IBM", "transaction_date": "2026-02-10", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1143, "abnormal_return_60d": -0.1041, "abnormal_return_90d": -0.2814, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.74, "bill_count": 19, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 70.33, "contract_count": 2, "correlation_count": 21, "correlation_id": "rollup__quiver_2026-02-03_C001123_RNMBF", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 10, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 70.33, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.72, "ml_score_car": 58.15, "ml_score_distill": 88.72, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 70.33, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.875439+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "RNMBF", "top_correlations": [{"composite_score": 70.33, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}, {"composite_score": 60.89, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 60.89, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 59.88, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}, {"composite_score": 53.88, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-03_C001123_RNMBF", "transaction_date": "2026-02-03", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.1155, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 45.47, "bill_count": 13, "bioguide_id": "S000168", "chamber": "House", "company_name": "Amgen Inc.", "composite_score": 68.21, "contract_count": 1, "correlation_count": 14, "correlation_id": "rollup__quiver_2026-04-17_S000168_AMGN", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 21, "engine_version": "1.2.0", "industry": "Biotechnology", "max_pair_score": 68.21, "member_name": "Maria Elvira Salazar", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 57.33, "ml_score_distill": 83.83, "ml_shap_top3_car": [{"contribution": 0.0106, "factor": "jurisdiction_raw"}, {"contribution": -0.0097, "factor": "timing_raw"}, {"contribution": 0.0031, "factor": "amount_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"}], "party": "R", "scored_at": "2026-06-15T01:02:25.608337+00:00", "sector": "Health Care", "severity_tier": "medium", "ticker": "AMGN", "top_correlations": [{"composite_score": 68.21, "event_id": "hres1196-119", "event_summary": "Recognizing April as Cancer Prevention and Early Detection Month.", "event_type": "bill"}, {"composite_score": 59.11, "event_id": "hr8545-119", "event_summary": "Access to Donor Milk Act of 2026", "event_type": "bill"}, {"composite_score": 53.41, "event_id": "hres1270-119", "event_summary": "Expressing support for the designation of July 15, 2026, as \"Glioblastoma Awareness Day\".", "event_type": "bill"}, {"composite_score": 52.44, "event_id": "hr8274-119", "event_summary": "Improving Retirement Security for Family Caregivers Act of 2026", "event_type": "bill"}, {"composite_score": 52.44, "event_id": "hr8273-119", "event_summary": "Catching Up Family Caregivers Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-17_S000168_AMGN", "transaction_date": "2026-04-17", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1159, "abnormal_return_60d": -0.267, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 51.88, "bill_count": 12, "bioguide_id": "M001218", "chamber": "House", "company_name": "L3Harris Technologies, Inc.", "composite_score": 72.1, "contract_count": 3, "correlation_count": 15, "correlation_id": "rollup__quiver_2026-03-19_M001218_LHX", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 19, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 72.1, "member_name": "Richard Dean Dr Mccormick", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.532921+00:00", "sector": "Aerospace & Defense", "severity_tier": "medium", "ticker": "LHX", "top_correlations": [{"composite_score": 72.1, "event_id": "hr8019-119", "event_summary": "U.S.-Greece Defense Cooperation Advancement Act", "event_type": "bill"}, {"composite_score": 71.04, "event_id": "SUB_2026-03-25_D26P000395", "event_summary": "to THE BOEING COMPANY | $135,778", "event_type": "contract"}, {"composite_score": 68.79, "event_id": "SUB_2026-03-27_D26P000437", "event_summary": "to THE BOEING COMPANY | $262,452", "event_type": "contract"}, {"composite_score": 62.46, "event_id": "SUB_2026-03-18_L-20260770773", "event_summary": "to THE BOEING COMPANY | $128,134", "event_type": "contract"}, {"composite_score": 55.75, "event_id": "hr8170-119", "event_summary": "MATCH Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-19_M001218_LHX", "transaction_date": "2026-03-19", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": -0.1167, "abnormal_return_60d": -0.1731, "abnormal_return_90d": null, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 29.42, "bill_count": 28, "bioguide_id": "S001203", "chamber": "Senate", "company_name": "Berkshire Hathaway Inc. New", "composite_score": 57.18, "contract_count": 5, "correlation_count": 33, "correlation_id": "rollup__quiver_2026-03-31_S001203_BRK", "correlation_type": "rollup", "disclosure_date": "2026-04-02", "disclosure_lag_days": 2, "engine_version": "1.2.0", "industry": "Insurance - Diversified", "max_pair_score": 57.18, "member_name": "Tina Smith", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 75.66, "ml_score_distill": 60.33, "ml_shap_top3_car": [{"contribution": 0.0213, "factor": "timing_raw"}, {"contribution": 0.0146, "factor": "jurisdiction_raw"}, {"contribution": -0.0121, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": -11.3215, "factor": "timing_raw"}, {"contribution": 5.5343, "factor": "jurisdiction_raw"}, {"contribution": 1.9844, "factor": "amount_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.258892+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "BRK", "top_correlations": [{"composite_score": 57.18, "event_id": "SUB_2026-04-21_MASI0-MAT0038066", "event_summary": "to CHARIOT DEFENSE, INC. | $80,000", "event_type": "contract"}, {"composite_score": 55.09, "event_id": "SUB_2026-04-27_5500371963", "event_summary": "to BMT AEROSPACE USA, INC | $947,232", "event_type": "contract"}, {"composite_score": 55.09, "event_id": "SUB_2026-04-27_550037189U1", "event_summary": "to BMT AEROSPACE USA, INC | $335,551", "event_type": "contract"}, {"composite_score": 41.92, "event_id": "s4297-119", "event_summary": "Keep Public Funds in Public Schools Act", "event_type": "bill"}, {"composite_score": 41.92, "event_id": "s4298-119", "event_summary": "Stop CHEATERS Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-31_S001203_BRK", "transaction_date": "2026-03-31", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": -0.1172, "abnormal_return_60d": -0.1072, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 46.14, "bill_count": 19, "bioguide_id": "S000168", "chamber": "House", "company_name": "Honeywell International Inc.", "composite_score": 71.39, "contract_count": 19, "correlation_count": 38, "correlation_id": "rollup__quiver_2026-03-24_S000168_HON", "correlation_type": "rollup", "disclosure_date": "2026-04-21", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Industrial Conglomerates", "max_pair_score": 71.39, "member_name": "Maria Elvira Salazar", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 65.26, "ml_score_distill": 90.85, "ml_shap_top3_car": [{"contribution": 0.0106, "factor": "jurisdiction_raw"}, {"contribution": 0.0083, "factor": "amount_raw"}, {"contribution": -0.004, "factor": "timing_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"}], "party": "R", "scored_at": "2026-06-15T01:02:26.272462+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "HON", "top_correlations": [{"composite_score": 71.39, "event_id": "SUB_2026-03-25_F-CEIRR-IDPCC-0842021-02 MOD 07", "event_summary": "to ICF MACRO INC | $194,980", "event_type": "contract"}, {"composite_score": 71.39, "event_id": "SUB_2026-03-25_SVI-2319010-CAT-F112", "event_summary": "to CATERPILLAR INC | $369,222", "event_type": "contract"}, {"composite_score": 71.39, "event_id": "SUB_2026-03-25_D26P000395", "event_summary": "to THE BOEING COMPANY | $135,778", "event_type": "contract"}, {"composite_score": 68.21, "event_id": "SUB_2026-03-27_D26P000437", "event_summary": "to THE BOEING COMPANY | $262,452", "event_type": "contract"}, {"composite_score": 57.52, "event_id": "SUB_2026-04-06_MASI0-MAT0037958", "event_summary": "to FLIGHT SOURCE INC | $60,028", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-24_S000168_HON", "transaction_date": "2026-03-24", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.118, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 41.6, "bill_count": 29, "bioguide_id": "M001232", "chamber": "House", "company_name": "TransDigm Group Incorporated", "composite_score": 72.09, "contract_count": 21, "correlation_count": 50, "correlation_id": "rollup__quiver_2026-04-16_M001232_TDG", "correlation_type": "rollup", "disclosure_date": "2026-05-06", "disclosure_lag_days": 20, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 72.09, "member_name": "April Mcclain Delaney", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 7.05, "ml_score_distill": 93.02, "ml_shap_top3_car": [{"contribution": -0.0539, "factor": "jurisdiction_raw"}, {"contribution": -0.0131, "factor": "amount_raw"}, {"contribution": -0.0093, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": 11.9891, "factor": "jurisdiction_raw"}, {"contribution": 1.289, "factor": "trade_before_event_raw"}, {"contribution": -0.9817, "factor": "disclosure_lag_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.610266+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "TDG", "top_correlations": [{"composite_score": 72.09, "event_id": "SUB_2026-04-22_D26P000591", "event_summary": "to HOWMET AEROSPACE INC. | $70,951", "event_type": "contract"}, {"composite_score": 70.93, "event_id": "SUB_2026-04-23_L26P000242", "event_summary": "to TEXTRON AVIATION INC | $61,510", "event_type": "contract"}, {"composite_score": 65.41, "event_id": "SUB_2026-04-29_D26P000645", "event_summary": "to THE BOEING COMPANY | $130,791", "event_type": "contract"}, {"composite_score": 63.03, "event_id": "SUB_2026-04-23_MASI0-MAT0038098", "event_summary": "to OSHKOSH DEFENSE LLC | $147,594", "event_type": "contract"}, {"composite_score": 63.03, "event_id": "hres1213-119", "event_summary": "Supporting the recognition of April 2026 as \"National County Government Month\" to honor the county government workforce, educate residents about local programs and services, and celebrate the county g", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-16_M001232_TDG", "transaction_date": "2026-04-16", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.1183, "abnormal_return_60d": -0.2305, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 39.85, "bill_count": 28, "bioguide_id": "C001123", "chamber": "House", "company_name": "Palantir Technologies Inc.", "composite_score": 70.33, "contract_count": 5, "correlation_count": 33, "correlation_id": "rollup__quiver_2026-03-16_C001123_PLTR", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 22, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 70.33, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 58.15, "ml_score_distill": 88.72, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.005, "factor": "timing_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-14T01:23:30.055712+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "PLTR", "top_correlations": [{"composite_score": 70.33, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 68.69, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}, {"composite_score": 68.69, "event_id": "hr7973-119", "event_summary": "Momnibus Act", "event_type": "bill"}, {"composite_score": 65.72, "event_id": "hr8031-119", "event_summary": "To repeal the Executive order entitled \"Ensuring a National Policy Framework for Artificial Intelligence\".", "event_type": "bill"}, {"composite_score": 55.75, "event_id": "hr8163-119", "event_summary": "Provider Reimbursement Stability Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-16_C001123_PLTR", "transaction_date": "2026-03-16", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1216, "abnormal_return_60d": -0.2324, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 38.29, "bill_count": 25, "bioguide_id": "C001123", "chamber": "House", "company_name": "Tyler Technologies, Inc.", "composite_score": 65.72, "contract_count": 3, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-03-13_C001123_TYL", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 65.72, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 63.41, "ml_score_distill": 80.11, "ml_shap_top3_car": [{"contribution": 0.0085, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-11T02:26:56.623755+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "TYL", "top_correlations": [{"composite_score": 65.72, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 64.39, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "hr8031-119", "event_summary": "To repeal the Executive order entitled \"Ensuring a National Policy Framework for Artificial Intelligence\".", "event_type": "bill"}, {"composite_score": 54.56, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 52.36, "event_id": "hr8175-119", "event_summary": "To amend title 10, United States Code, and the National Defense Authorization Act for Fiscal Year 1994, to codify and clarify gender neutral standards for members of certain Armed Forces, and for othe", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-13_C001123_TYL", "transaction_date": "2026-03-13", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1223, "abnormal_return_60d": -0.1982, "abnormal_return_90d": -0.205, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 16.18, "bill_count": 2, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 20.5, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2025-12-29_M001190_COF", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Credit Services", "max_pair_score": 20.5, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.0, "ml_score_car": 10.58, "ml_score_distill": 0.0, "ml_shap_top3": [{"contribution": -15.2722, "factor": "jurisdiction_raw"}, {"contribution": -10.6197, "factor": "trade_before_event_raw"}, {"contribution": -8.3996, "factor": "timing_raw"}], "ml_shap_top3_car": [{"contribution": -0.0381, "factor": "multiple_signals_raw"}, {"contribution": -0.0206, "factor": "jurisdiction_raw"}, {"contribution": -0.0104, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": -15.2722, "factor": "jurisdiction_raw"}, {"contribution": -10.6197, "factor": "trade_before_event_raw"}, {"contribution": -8.3996, "factor": "timing_raw"}], "party": "R", "prev_composite_score": 20.5, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.457598+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "COF", "top_correlations": [{"composite_score": 20.5, "event_id": "s3478-119", "event_summary": "Indian Buffalo Management Act", "event_type": "bill"}, {"composite_score": 11.85, "event_id": "s3159-119", "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-29_M001190_COF", "transaction_date": "2025-12-29", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1229, "abnormal_return_60d": -0.1109, "abnormal_return_90d": -0.1947, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 26.34, "bill_count": 8, "bioguide_id": "A000372", "chamber": "House", "company_name": "", "composite_score": 41.3, "contract_count": 0, "correlation_count": 8, "correlation_id": "rollup__quiver_2026-01-14_A000372_PAYX", "correlation_type": "rollup", "disclosure_date": "2026-02-17", "disclosure_lag_days": 34, "engine_version": "1.2.0", "industry": "Software - Application", "max_pair_score": 41.3, "member_name": "Richard W. Allen", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 28.18, "ml_score_car": 0.0, "ml_score_distill": 28.18, "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_car": [{"contribution": -0.0731, "factor": "disclosure_lag_raw"}, {"contribution": -0.0267, "factor": "jurisdiction_raw"}, {"contribution": -0.0153, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": -15.1653, "factor": "jurisdiction_raw"}, {"contribution": -9.5616, "factor": "timing_raw"}, {"contribution": 3.4953, "factor": "disclosure_lag_raw"}], "party": "R", "prev_composite_score": 41.3, "score_divergence": true, "scored_at": "2026-05-31T15:51:59.662830+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "PAYX", "top_correlations": [{"composite_score": 41.3, "event_id": "hr7300-119", "event_summary": "Make Elections Great Again Act", "event_type": "bill"}, {"composite_score": 38.76, "event_id": "hr7368-119", "event_summary": "Riley Gaines Act", "event_type": "bill"}, {"composite_score": 36.96, "event_id": "hr7421-119", "event_summary": "SAFE Olympic Sports Act", "event_type": "bill"}, {"composite_score": 20.9, "event_id": "hr3616-119", "event_summary": "Reliable Power Act", "event_type": "bill"}, {"composite_score": 18.28, "event_id": "hr6373-119", "event_summary": "Air Permitting Improvements to Protect National Security Act of 2025", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-14_A000372_PAYX", "transaction_date": "2026-01-14", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1247, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 48.34, "bill_count": 19, "bioguide_id": "R000614", "chamber": "House", "company_name": "Atlas Energy Solutions Inc.", "composite_score": 75.6, "contract_count": 0, "correlation_count": 19, "correlation_id": "rollup__quiver_2026-05-13_R000614_AESI", "correlation_type": "rollup", "disclosure_date": "2026-06-10", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Oil & Gas Equipment & Services", "max_pair_score": 75.6, "member_name": "Chip Roy", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 12.54, "ml_score_distill": 95.31, "ml_shap_top3_car": [{"contribution": -0.0466, "factor": "amount_raw"}, {"contribution": -0.0255, "factor": "timing_raw"}, {"contribution": 0.0112, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 6.6782, "factor": "timing_raw"}, {"contribution": 5.4564, "factor": "jurisdiction_raw"}, {"contribution": 2.0794, "factor": "amount_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.186871+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "AESI", "top_correlations": [{"composite_score": 75.6, "event_id": "hr8833-119", "event_summary": "Sister City Transparency Act", "event_type": "bill"}, {"composite_score": 68.41, "event_id": "hr8906-119", "event_summary": "To prohibit the purchase of American Housing supply by Foreign Countries, Adversaries, and Entities of Concern and to require the divestiture of existing housing ownership.", "event_type": "bill"}, {"composite_score": 66.16, "event_id": "hr8995-119", "event_summary": "REMITTANCE Act", "event_type": "bill"}, {"composite_score": 65.15, "event_id": "hr9019-119", "event_summary": "POWER Act", "event_type": "bill"}, {"composite_score": 59.83, "event_id": "hr8766-119", "event_summary": "Deal Death, Face Death Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-13_R000614_AESI", "transaction_date": "2026-05-13", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1247, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 40.51, "bill_count": 30, "bioguide_id": "W000802", "chamber": "Senate", "company_name": "JPMorgan Chase & Co.", "composite_score": 71.39, "contract_count": 7, "correlation_count": 37, "correlation_id": "rollup__quiver_2026-04-13_W000802_JPM", "correlation_type": "rollup", "disclosure_date": "2026-05-04", "disclosure_lag_days": 21, "engine_version": "1.2.0", "industry": "Diversified Banks", "max_pair_score": 71.39, "member_name": "Sheldon Whitehouse", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 65.26, "ml_score_distill": 90.85, "ml_shap_top3_car": [{"contribution": 0.0106, "factor": "jurisdiction_raw"}, {"contribution": 0.0083, "factor": "amount_raw"}, {"contribution": -0.004, "factor": "timing_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.939587+00:00", "sector": "Financials", "severity_tier": "medium", "ticker": "JPM", "top_correlations": [{"composite_score": 71.39, "event_id": "s4286-119", "event_summary": "Senior Hunger Prevention Act of 2026", "event_type": "bill"}, {"composite_score": 69.74, "event_id": "s4297-119", "event_summary": "Keep Public Funds in Public Schools Act", "event_type": "bill"}, {"composite_score": 69.74, "event_id": "s4298-119", "event_summary": "Stop CHEATERS Act", "event_type": "bill"}, {"composite_score": 68.21, "event_id": "s4330-119", "event_summary": "Ending the Carried Interest Loophole Act", "event_type": "bill"}, {"composite_score": 68.21, "event_id": "s4334-119", "event_summary": "Blind Americans Return to Work Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-13_W000802_JPM", "transaction_date": "2026-04-13", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1267, "abnormal_return_60d": -0.1716, "abnormal_return_90d": null, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 43.13, "bill_count": 40, "bioguide_id": "M001227", "chamber": "House", "company_name": "Verizon Communications Inc.", "composite_score": 73.96, "contract_count": 0, "correlation_count": 40, "correlation_id": "rollup__quiver_2026-04-07_M001227_VZ", "correlation_type": "rollup", "disclosure_date": "2026-04-16", "disclosure_lag_days": 9, "engine_version": "1.2.0", "industry": "Integrated Telecommunication Services", "max_pair_score": 73.96, "member_name": "Jennifer Mcclellan", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 7.76, "ml_score_distill": 95.2, "ml_shap_top3_car": [{"contribution": -0.0475, "factor": "amount_raw"}, {"contribution": -0.0316, "factor": "timing_raw"}, {"contribution": 0.0112, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 6.6038, "factor": "timing_raw"}, {"contribution": 5.4308, "factor": "jurisdiction_raw"}, {"contribution": 2.1127, "factor": "amount_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.961712+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "VZ", "top_correlations": [{"composite_score": 73.96, "event_id": "hr8241-119", "event_summary": "Power for the People Act of 2026", "event_type": "bill"}, {"composite_score": 65.15, "event_id": "hres1183-119", "event_summary": "Supporting the designation of the week of April 11 through April 17, 2026, as \"Black Maternal Health Week\", founded by Black Mamas Matter Alliance, Inc. (BMMA), to bring national attention to the mate", "event_type": "bill"}, {"composite_score": 61.01, "event_id": "hr8397-119", "event_summary": "Protecting Moms and Babies Against Climate Change Act", "event_type": "bill"}, {"composite_score": 61.01, "event_id": "hr7386-119", "event_summary": "First Responder Network Authority Reauthorization Act of 2026", "event_type": "bill"}, {"composite_score": 60.35, "event_id": "hres1208-119", "event_summary": "Expressing support for honoring Earth Day, and for other purposes.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-07_M001227_VZ", "transaction_date": "2026-04-07", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1267, "abnormal_return_60d": -0.234, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 47.21, "bill_count": 18, "bioguide_id": "M001217", "chamber": "House", "company_name": "Accenture plc", "composite_score": 62.1, "contract_count": 5, "correlation_count": 23, "correlation_id": "rollup__quiver_2026-03-23_M001217_ACN", "correlation_type": "rollup", "disclosure_date": "2026-04-30", "disclosure_lag_days": 38, "engine_version": "1.2.0", "industry": "IT Consulting & Other Services", "max_pair_score": 62.1, "member_name": "Jared Moskowitz", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 22.75, "ml_score_distill": 74.23, "ml_shap_top3_car": [{"contribution": -0.0421, "factor": "disclosure_lag_raw"}, {"contribution": -0.0222, "factor": "jurisdiction_raw"}, {"contribution": 0.0133, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": -14.2391, "factor": "jurisdiction_raw"}, {"contribution": 9.4866, "factor": "timing_raw"}, {"contribution": 7.2892, "factor": "disclosure_lag_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.276993+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "ACN", "top_correlations": [{"composite_score": 62.1, "event_id": "SUB_2026-03-23_Y260001944", "event_summary": "to TERADYNE, INC | $31,838", "event_type": "contract"}, {"composite_score": 62.1, "event_id": "SUB_2026-03-23_SVI-2319057-TCI-2544", "event_summary": "to TIDEWATER CONTRACTING, INC. | $195,421", "event_type": "contract"}, {"composite_score": 58.61, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 57.98, "event_id": "hr8368-119", "event_summary": "To appropriate funds for the Federal Emergency Management Agency's Disaster Relief Fund, and for other purposes.", "event_type": "bill"}, {"composite_score": 57.73, "event_id": "hr8419-119", "event_summary": "To designate the facility of the United States Postal Service located at 3255 Northwest 94th Avenue in Coral Springs, Florida, as the \"Nancy Metayer Post Office Building\".", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-23_M001217_ACN", "transaction_date": "2026-03-23", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1278, "abnormal_return_60d": 0.0925, "abnormal_return_90d": 0.0379, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 48.45, "bill_count": 9, "bioguide_id": "F000110", "chamber": "House", "company_name": "", "composite_score": 65.14, "contract_count": 0, "correlation_count": 9, "correlation_id": "rollup__quiver_2026-01-20_F000110_NFLX", "correlation_type": "rollup", "disclosure_date": "2026-02-03", "disclosure_lag_days": 14, "engine_version": "1.2.0", "industry": "Entertainment", "max_pair_score": 65.14, "member_name": "Cleo Fields", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 79.5, "ml_score_car": 41.26, "ml_score_distill": 79.5, "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_car": [{"contribution": -0.0255, "factor": "timing_raw"}, {"contribution": 0.0098, "factor": "jurisdiction_raw"}, {"contribution": -0.0087, "factor": "amount_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"}], "party": "D", "prev_composite_score": 65.14, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.087902+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "NFLX", "top_correlations": [{"composite_score": 65.14, "event_id": "hr7247-119", "event_summary": "Prison Libraries Act of 2026", "event_type": "bill"}, {"composite_score": 58.24, "event_id": "hr7345-119", "event_summary": "Studying Disastrous Impacts of Mass Deportation Act", "event_type": "bill"}, {"composite_score": 58.24, "event_id": "hr7347-119", "event_summary": "Stop Inhumane Conditions in ICE Detention Act of 2026", "event_type": "bill"}, {"composite_score": 57.62, "event_id": "hr7391-119", "event_summary": "Community Health Center Drug Pricing Protection Act", "event_type": "bill"}, {"composite_score": 57.62, "event_id": "hres1040-119", "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-20_F000110_NFLX", "transaction_date": "2026-01-20", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1286, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 40.16, "bill_count": 12, "bioguide_id": "B001291", "chamber": "House", "company_name": "D/B/A Compass Diversified Holdi", "composite_score": 68.69, "contract_count": 23, "correlation_count": 35, "correlation_id": "rollup__quiver_2026-05-05_B001291_CODI", "correlation_type": "rollup", "disclosure_date": "2026-05-18", "disclosure_lag_days": 13, "engine_version": "1.2.0", "industry": "Conglomerates", "max_pair_score": 68.69, "member_name": "Brian Babin", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 57.53, "ml_score_distill": 88.59, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.0081, "factor": "timing_raw"}, {"contribution": 0.0031, "factor": "amount_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"}], "party": "R", "scored_at": "2026-06-15T01:02:25.574890+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "CODI", "top_correlations": [{"composite_score": 68.69, "event_id": "hr8679-119", "event_summary": "To amend title 38, United States Code, to require the Secretary of Veterans Affairs to transmit a veteran's history of opioid prescriptions to a Community Care health care provider.", "event_type": "bill"}, {"composite_score": 60.89, "event_id": "hr2071-119", "event_summary": "Save Our Shrimpers Act", "event_type": "bill"}, {"composite_score": 59.88, "event_id": "hr8826-119", "event_summary": "In God We Trust Act", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "SUB_2026-05-18_27HAL00700", "event_summary": "to ETS-LINDGREN INC | $66,020", "event_type": "contract"}, {"composite_score": 54.46, "event_id": "SUB_2026-05-21_D26P000865", "event_summary": "to THE BOEING COMPANY | $152,929", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-05_B001291_CODI", "transaction_date": "2026-05-05", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": -0.1305, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 47.0, "bill_count": 5, "bioguide_id": "A000372", "chamber": "House", "company_name": "S&P Global Inc.", "composite_score": 75.97, "contract_count": 8, "correlation_count": 13, "correlation_id": "rollup__quiver_2026-04-16_A000372_SPGI", "correlation_type": "rollup", "disclosure_date": "2026-06-05", "disclosure_lag_days": 50, "engine_version": "1.2.0", "industry": "Financial Data & Stock Exchanges", "max_pair_score": 75.97, "member_name": "Richard W. Allen", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 100.0, "ml_score_distill": 97.56, "ml_shap_top3_car": [{"contribution": 0.0567, "factor": "disclosure_lag_raw"}, {"contribution": 0.0303, "factor": "timing_raw"}, {"contribution": 0.0201, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 8.6558, "factor": "disclosure_lag_raw"}, {"contribution": 4.4709, "factor": "jurisdiction_raw"}, {"contribution": 1.2343, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.610908+00:00", "sector": "Financial Services", "severity_tier": "medium", "ticker": "SPGI", "top_correlations": [{"composite_score": 75.97, "event_id": "SUB_2026-04-21_MASI0-MAT0038066", "event_summary": "to CHARIOT DEFENSE, INC. | $80,000", "event_type": "contract"}, {"composite_score": 69.64, "event_id": "SUB_2026-04-27_5500371963", "event_summary": "to BMT AEROSPACE USA, INC | $947,232", "event_type": "contract"}, {"composite_score": 69.64, "event_id": "SUB_2026-04-27_550037189U1", "event_summary": "to BMT AEROSPACE USA, INC | $335,551", "event_type": "contract"}, {"composite_score": 64.92, "event_id": "SUB_2026-05-04_PO26-02730", "event_summary": "to CUBIC DIGITAL INTELLIGENCE INC | $46,742", "event_type": "contract"}, {"composite_score": 61.41, "event_id": "SUB_2026-05-13_D26P000792", "event_summary": "to AVIATRIX INC | $124,760", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-16_A000372_SPGI", "transaction_date": "2026-04-16", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1308, "abnormal_return_60d": -0.1498, "abnormal_return_90d": -0.132, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 48.87, "bill_count": 22, "bioguide_id": "C001123", "chamber": "House", "company_name": "Gates Industrial Corporation pl", "composite_score": 68.41, "contract_count": 13, "correlation_count": 35, "correlation_id": "rollup__quiver_2026-03-03_C001123_GTES", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 68.41, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 39.39, "ml_score_distill": 86.7, "ml_shap_top3_car": [{"contribution": -0.0217, "factor": "timing_raw"}, {"contribution": -0.0115, "factor": "disclosure_lag_raw"}, {"contribution": 0.0113, "factor": "jurisdiction_raw"}], "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"}], "party": "D", "scored_at": "2026-06-01T01:02:53.362737+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "GTES", "top_correlations": [{"composite_score": 68.41, "event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059", "event_type": "contract"}, {"composite_score": 68.24, "event_id": "SUB_2026-03-18_ASPHALT TESTING SERVICES 25-106", "event_summary": "to ASPHALT TESTING SERVICES ATS, LLC | $353,500", "event_type": "contract"}, {"composite_score": 67.72, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}, {"composite_score": 61.01, "event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_summary": "to OSHKOSH DEFENSE LLC | $960,267", "event_type": "contract"}, {"composite_score": 61.01, "event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_summary": "to OSHKOSH DEFENSE LLC | $191,384", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-03_C001123_GTES", "transaction_date": "2026-03-03", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.132, "abnormal_return_60d": -0.1134, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 41.8, "bill_count": 22, "bioguide_id": "S000168", "chamber": "House", "company_name": "Salesforce, Inc.", "composite_score": 75.26, "contract_count": 9, "correlation_count": 31, "correlation_id": "rollup__quiver_2026-04-06_S000168_CRM", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 32, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 75.26, "member_name": "Maria Elvira Salazar", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 88.33, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": 0.0392, "factor": "timing_raw"}, {"contribution": 0.0139, "factor": "amount_raw"}, {"contribution": -0.0114, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": 8.0547, "factor": "timing_raw"}, {"contribution": 5.1715, "factor": "jurisdiction_raw"}, {"contribution": 2.7089, "factor": "disclosure_lag_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.246261+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "CRM", "top_correlations": [{"composite_score": 75.26, "event_id": "hr8205-119", "event_summary": "Accelerating Access to Critical Therapies for ALS Reauthorization Act of 2026", "event_type": "bill"}, {"composite_score": 65.14, "event_id": "hr8253-119", "event_summary": "BITMAP Authorization Act", "event_type": "bill"}, {"composite_score": 58.91, "event_id": "hres1196-119", "event_summary": "Recognizing April as Cancer Prevention and Early Detection Month.", "event_type": "bill"}, {"composite_score": 58.24, "event_id": "hr8419-119", "event_summary": "To designate the facility of the United States Postal Service located at 3255 Northwest 94th Avenue in Coral Springs, Florida, as the \"Nancy Metayer Post Office Building\".", "event_type": "bill"}, {"composite_score": 55.08, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-06_S000168_CRM", "transaction_date": "2026-04-06", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1323, "abnormal_return_60d": -0.1457, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 35.06, "bill_count": 6, "bioguide_id": "B001236", "chamber": "Senate", "company_name": "Devon Energy Corporation", "composite_score": 39.98, "contract_count": 0, "correlation_count": 6, "correlation_id": "rollup__quiver_2026-04-09_B001236_DVN", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 29, "engine_version": "1.2.0", "industry": "Oil & Gas E&P", "max_pair_score": 39.98, "member_name": "John Boozman", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 56.52, "ml_score_distill": 32.59, "ml_shap_top3_car": [{"contribution": 0.0115, "factor": "jurisdiction_raw"}, {"contribution": -0.011, "factor": "amount_raw"}, {"contribution": -0.0085, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": -12.1181, "factor": "trade_before_event_raw"}, {"contribution": -7.757, "factor": "timing_raw"}, {"contribution": 5.3633, "factor": "jurisdiction_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.943011+00:00", "sector": "Energy", "severity_tier": "low", "ticker": "DVN", "top_correlations": [{"composite_score": 39.98, "event_id": "s4233-119", "event_summary": "Save Struggling Hospitals Act", "event_type": "bill"}, {"composite_score": 39.98, "event_id": "s4221-119", "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)", "event_type": "bill"}, {"composite_score": 35.73, "event_id": "s4139-119", "event_summary": "Baltic Security Assessment Act of 2026", "event_type": "bill"}, {"composite_score": 32.03, "event_id": "s3967-119", "event_summary": "FLOWS Act of 2026", "event_type": "bill"}, {"composite_score": 31.32, "event_id": "sres606-119", "event_summary": "A resolution condemning the Government of Iran for its suppression of the right of Iranians to peacefully assemble.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-09_B001236_DVN", "transaction_date": "2026-04-09", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1345, "abnormal_return_60d": -0.1495, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.95, "bill_count": 24, "bioguide_id": "C001123", "chamber": "House", "company_name": "Veralto Corp", "composite_score": 74.2, "contract_count": 21, "correlation_count": 45, "correlation_id": "rollup__quiver_2026-04-06_C001123_VLTO", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 32, "engine_version": "1.2.0", "industry": "Pollution & Treatment Controls", "max_pair_score": 74.2, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 64.22, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": 0.0281, "factor": "timing_raw"}, {"contribution": -0.0152, "factor": "disclosure_lag_raw"}, {"contribution": 0.01, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 7.8478, "factor": "timing_raw"}, {"contribution": 5.0836, "factor": "jurisdiction_raw"}, {"contribution": 2.8232, "factor": "disclosure_lag_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.244150+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "VLTO", "top_correlations": [{"composite_score": 74.2, "event_id": "SUB_2026-04-06_MASI0-MAT0037958", "event_summary": "to FLIGHT SOURCE INC | $60,028", "event_type": "contract"}, {"composite_score": 64.09, "event_id": "SUB_2026-04-13_24-0422-031", "event_summary": "to ALLEN & GRAHAM, INC | $24,865", "event_type": "contract"}, {"composite_score": 63.0, "event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_summary": "to OSHKOSH DEFENSE LLC | $79,740", "event_type": "contract"}, {"composite_score": 61.99, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 56.57, "event_id": "SUB_2026-04-22_D26P000591", "event_summary": "to HOWMET AEROSPACE INC. | $70,951", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-06_C001123_VLTO", "transaction_date": "2026-04-06", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.1353, "abnormal_return_60d": -0.3848, "abnormal_return_90d": -0.3703, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 16.01, "bill_count": 6, "bioguide_id": "J000309", "chamber": "House", "company_name": "", "composite_score": 19.69, "contract_count": 0, "correlation_count": 6, "correlation_id": "rollup__quiver_2025-12-22_J000309_HOOD", "correlation_type": "rollup", "disclosure_date": "2026-01-08", "disclosure_lag_days": 17, "engine_version": "1.2.0", "industry": "Capital Markets", "max_pair_score": 19.69, "member_name": "Jonathan Jackson", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.0, "ml_score_car": 51.2, "ml_score_distill": 0.0, "ml_shap_top3": [{"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"}], "ml_shap_top3_distill": [{"contribution": -14.6542, "factor": "jurisdiction_raw"}, {"contribution": -10.8849, "factor": "trade_before_event_raw"}, {"contribution": -9.9825, "factor": "timing_raw"}], "party": "D", "prev_composite_score": 19.69, "score_divergence": true, "scored_at": "2026-05-31T15:51:58.055624+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "HOOD", "top_correlations": [{"composite_score": 19.69, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}, {"composite_score": 19.22, "event_id": "hr6356-119", "event_summary": "Artificial Intelligence Civil Rights Act of 2025", "event_type": "bill"}, {"composite_score": 15.31, "event_id": "hr6145-119", "event_summary": "EXPERTS Act of 2025", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "hr5862-119", "event_summary": "American Energy Independence and Affordability Act", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "hr5870-119", "event_summary": "Prevent Government Shutdowns Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-22_J000309_HOOD", "transaction_date": "2025-12-22", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1367, "abnormal_return_60d": -0.0096, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 36.16, "bill_count": 12, "bioguide_id": "C001123", "chamber": "House", "company_name": "Tesla, Inc.", "composite_score": 65.44, "contract_count": 0, "correlation_count": 12, "correlation_id": "rollup__quiver_2026-03-13_C001123_TSLA", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "Automobile Manufacturers", "max_pair_score": 65.44, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 81.82, "ml_score_distill": 76.6, "ml_shap_top3_car": [{"contribution": 0.0279, "factor": "timing_raw"}, {"contribution": 0.0144, "factor": "jurisdiction_raw"}, {"contribution": -0.0036, "factor": "amount_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"}], "party": "D", "scored_at": "2026-06-11T02:26:56.625699+00:00", "sector": "Consumer Discretionary", "severity_tier": "medium", "ticker": "TSLA", "top_correlations": [{"composite_score": 65.44, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}, {"composite_score": 37.2, "event_id": "hr7637-119", "event_summary": "Head Start for America\u2019s Children Act", "event_type": "bill"}, {"composite_score": 37.2, "event_id": "hr7623-119", "event_summary": "Freedom House Ambulance Service Congressional Gold Medal Act", "event_type": "bill"}, {"composite_score": 34.35, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 33.08, "event_id": "hr7340-119", "event_summary": "Rebuild America\u2019s Schools Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-13_C001123_TSLA", "transaction_date": "2026-03-13", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.137, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.38, "bill_count": 22, "bioguide_id": "C001123", "chamber": "House", "company_name": "Veralto Corp", "composite_score": 72.1, "contract_count": 21, "correlation_count": 43, "correlation_id": "rollup__quiver_2026-04-13_C001123_VLTO", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "Pollution & Treatment Controls", "max_pair_score": 72.1, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.941918+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "VLTO", "top_correlations": [{"composite_score": 72.1, "event_id": "SUB_2026-04-13_24-0422-031", "event_summary": "to ALLEN & GRAHAM, INC | $24,865", "event_type": "contract"}, {"composite_score": 70.33, "event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_summary": "to OSHKOSH DEFENSE LLC | $79,740", "event_type": "contract"}, {"composite_score": 68.69, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 59.88, "event_id": "SUB_2026-04-22_D26P000591", "event_summary": "to HOWMET AEROSPACE INC. | $70,951", "event_type": "contract"}, {"composite_score": 58.94, "event_id": "SUB_2026-04-23_MASI0-MAT0038098", "event_summary": "to OSHKOSH DEFENSE LLC | $147,594", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-13_C001123_VLTO", "transaction_date": "2026-04-13", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.1374, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 36.8, "bill_count": 2, "bioguide_id": "C001047", "chamber": "Senate", "company_name": "Constellation Energy Corporation", "composite_score": 45.62, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2026-04-17_C001047_CEG", "correlation_type": "rollup", "disclosure_date": "2026-05-07", "disclosure_lag_days": 20, "engine_version": "1.2.0", "industry": "Electric Utilities", "max_pair_score": 45.62, "member_name": "Shelley Moore Capito", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 7.15, "ml_score_distill": 33.17, "ml_shap_top3_car": [{"contribution": -0.0338, "factor": "multiple_signals_raw"}, {"contribution": -0.0222, "factor": "timing_raw"}, {"contribution": -0.0087, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -15.7452, "factor": "timing_raw"}, {"contribution": 5.7001, "factor": "jurisdiction_raw"}, {"contribution": -4.6749, "factor": "multiple_signals_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.608915+00:00", "sector": "Utilities", "severity_tier": "low", "ticker": "CEG", "top_correlations": [{"composite_score": 45.62, "event_id": "s4538-119", "event_summary": "Washington\u2019s Trail\u20141753 National Historic Trail Feasibility Study Act of 2026", "event_type": "bill"}, {"composite_score": 27.97, "event_id": "s4096-119", "event_summary": "A bill to amend the Consolidated Farm and Rural Development Act to modify provisions relating to rural decentralized water systems grants.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-17_C001047_CEG", "transaction_date": "2026-04-17", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1375, "abnormal_return_60d": -0.099, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 53.82, "bill_count": 20, "bioguide_id": "M001217", "chamber": "House", "company_name": "GE Aerospace", "composite_score": 85.01, "contract_count": 17, "correlation_count": 37, "correlation_id": "rollup__quiver_2026-03-23_M001217_GE", "correlation_type": "rollup", "disclosure_date": "2026-04-30", "disclosure_lag_days": 38, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 85.01, "member_name": "Jared Moskowitz", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 0.0, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": -0.0667, "factor": "jurisdiction_raw"}, {"contribution": -0.0405, "factor": "disclosure_lag_raw"}, {"contribution": -0.0308, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": 11.1961, "factor": "jurisdiction_raw"}, {"contribution": 7.5816, "factor": "timing_raw"}, {"contribution": 5.7793, "factor": "disclosure_lag_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.278979+00:00", "sector": "Industrials", "severity_tier": "high", "ticker": "GE", "top_correlations": [{"composite_score": 85.01, "event_id": "SUB_2026-03-25_D26P000395", "event_summary": "to THE BOEING COMPANY | $135,778", "event_type": "contract"}, {"composite_score": 82.04, "event_id": "SUB_2026-03-27_D26P000437", "event_summary": "to THE BOEING COMPANY | $262,452", "event_type": "contract"}, {"composite_score": 80.52, "event_id": "SUB_2026-03-23_SVI-2319057-ABM-6558", "event_summary": "to ABM ELECTRICAL POWER SOLUTIONS LLC | $38,760", "event_type": "contract"}, {"composite_score": 77.12, "event_id": "SUB_2026-03-25_F-CEIRR-IDPCC-0842021-02 MOD 07", "event_summary": "to ICF MACRO INC | $194,980", "event_type": "contract"}, {"composite_score": 77.12, "event_id": "SUB_2026-03-25_SVI-2319010-CAT-F112", "event_summary": "to CATERPILLAR INC | $369,222", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-23_M001217_GE", "transaction_date": "2026-03-23", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.1377, "abnormal_return_60d": -0.2402, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 52.26, "bill_count": 66, "bioguide_id": "G000583", "chamber": "House", "company_name": "AT&T Inc.", "composite_score": 82.63, "contract_count": 0, "correlation_count": 66, "correlation_id": "rollup__quiver_2026-04-09_G000583_T", "correlation_type": "rollup", "disclosure_date": "2026-05-19", "disclosure_lag_days": 40, "engine_version": "1.2.0", "industry": "Integrated Telecommunication Services", "max_pair_score": 82.63, "member_name": "Josh Gottheimer", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 100.0, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": 0.061, "factor": "disclosure_lag_raw"}, {"contribution": 0.0157, "factor": "jurisdiction_raw"}, {"contribution": 0.0063, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 8.4219, "factor": "disclosure_lag_raw"}, {"contribution": 7.5329, "factor": "timing_raw"}, {"contribution": 4.8207, "factor": "jurisdiction_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.950046+00:00", "sector": "Communication Services", "severity_tier": "high", "ticker": "T", "top_correlations": [{"composite_score": 82.63, "event_id": "hr8239-119", "event_summary": "SACRED Act", "event_type": "bill"}, {"composite_score": 82.63, "event_id": "hres1162-119", "event_summary": "Supporting the goals and ideals of Glisten's (formerly GLSEN's) 2026 Day of Silence in bringing attention to anti-LGBTQI+ bullying, harassment, discrimination, and other forms of victimization faced b", "event_type": "bill"}, {"composite_score": 76.25, "event_id": "hr8248-119", "event_summary": "Grid Expansion and Reliability Act", "event_type": "bill"}, {"composite_score": 76.25, "event_id": "hr8250-119", "event_summary": "Parents Decide Act", "event_type": "bill"}, {"composite_score": 74.92, "event_id": "hr8262-119", "event_summary": "Build More Power Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-09_G000583_T", "transaction_date": "2026-04-09", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1385, "abnormal_return_60d": -0.2006, "abnormal_return_90d": -0.2066, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 29.03, "bill_count": 9, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 53.43, "contract_count": 0, "correlation_count": 9, "correlation_id": "rollup__quiver_2026-02-09_C001123_BABA", "correlation_type": "rollup", "disclosure_date": "2026-03-09", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Internet Retail", "max_pair_score": 53.43, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 55.83, "ml_score_car": 35.23, "ml_score_distill": 55.83, "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"}], "ml_shap_top3_distill": [{"contribution": -15.3361, "factor": "jurisdiction_raw"}, {"contribution": 8.4434, "factor": "timing_raw"}, {"contribution": 1.6445, "factor": "amount_raw"}], "party": "D", "prev_composite_score": 53.43, "score_divergence": false, "scored_at": "2026-05-31T15:52:01.610076+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "BABA", "top_correlations": [{"composite_score": 53.43, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 42.79, "event_id": "hr7623-119", "event_summary": "Freedom House Ambulance Service Congressional Gold Medal Act", "event_type": "bill"}, {"composite_score": 42.79, "event_id": "hr7637-119", "event_summary": "Head Start for America\u2019s Children Act", "event_type": "bill"}, {"composite_score": 33.35, "event_id": "hr7340-119", "event_summary": "Rebuild America\u2019s Schools Act of 2026", "event_type": "bill"}, {"composite_score": 24.71, "event_id": "hr5764-119", "event_summary": "AI for Main Street Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-09_C001123_BABA", "transaction_date": "2026-02-09", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.139, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 42.79, "bill_count": 12, "bioguide_id": "B001291", "chamber": "House", "company_name": "Huntington Ingalls Industries, Inc.", "composite_score": 69.74, "contract_count": 23, "correlation_count": 35, "correlation_id": "rollup__quiver_2026-05-05_B001291_HII", "correlation_type": "rollup", "disclosure_date": "2026-05-18", "disclosure_lag_days": 13, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 69.74, "member_name": "Brian Babin", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 57.33, "ml_score_distill": 90.23, "ml_shap_top3_car": [{"contribution": -0.0124, "factor": "timing_raw"}, {"contribution": 0.0106, "factor": "jurisdiction_raw"}, {"contribution": 0.0051, "factor": "amount_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"}], "party": "R", "scored_at": "2026-06-15T01:02:25.578892+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "HII", "top_correlations": [{"composite_score": 69.74, "event_id": "hr8679-119", "event_summary": "To amend title 38, United States Code, to require the Secretary of Veterans Affairs to transmit a veteran's history of opioid prescriptions to a Community Care health care provider.", "event_type": "bill"}, {"composite_score": 63.41, "event_id": "SUB_2026-05-21_D26P000865", "event_summary": "to THE BOEING COMPANY | $152,929", "event_type": "contract"}, {"composite_score": 61.95, "event_id": "hr2071-119", "event_summary": "Save Our Shrimpers Act", "event_type": "bill"}, {"composite_score": 60.93, "event_id": "hr8826-119", "event_summary": "In God We Trust Act", "event_type": "bill"}, {"composite_score": 57.52, "event_id": "SUB_2026-05-18_27HAL00700", "event_summary": "to ETS-LINDGREN INC | $66,020", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-05_B001291_HII", "transaction_date": "2026-05-05", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": -0.1404, "abnormal_return_60d": -0.133, "abnormal_return_90d": -0.016, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 46.4, "bill_count": 28, "bioguide_id": "S001201", "chamber": "House", "company_name": "", "composite_score": 69.74, "contract_count": 8, "correlation_count": 36, "correlation_id": "rollup__quiver_2026-02-18_S001201_URI", "correlation_type": "rollup", "disclosure_date": "2026-03-17", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Rental & Leasing Services", "max_pair_score": 69.74, "member_name": "Thomas Suozzi", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.23, "ml_score_car": 57.33, "ml_score_distill": 90.23, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7151, "factor": "timing_raw"}, {"contribution": 4.9859, "factor": "jurisdiction_raw"}, {"contribution": 1.3475, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 69.74, "score_divergence": true, "scored_at": "2026-05-31T15:52:02.474454+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "URI", "top_correlations": [{"composite_score": 69.74, "event_id": "hr7615-119", "event_summary": "RELIEF Act", "event_type": "bill"}, {"composite_score": 69.74, "event_id": "hr7622-119", "event_summary": "Iran Human Rights, Internet Freedom, and Accountability Act of 2026", "event_type": "bill"}, {"composite_score": 61.95, "event_id": "hr7735-119", "event_summary": "Improving Mental Health Support for Servicemembers and Veterans Act", "event_type": "bill"}, {"composite_score": 61.95, "event_id": "hr7736-119", "event_summary": "RELIEF Act", "event_type": "bill"}, {"composite_score": 60.93, "event_id": "SUB_2026-02-27_0000001582-0", "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-18_S001201_URI", "transaction_date": "2026-02-18", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": -0.141, "abnormal_return_60d": -0.2003, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 35.39, "bill_count": 18, "bioguide_id": "G000583", "chamber": "House", "company_name": "Martin Marietta Materials, Inc.", "composite_score": 58.88, "contract_count": 1, "correlation_count": 19, "correlation_id": "rollup__quiver_2026-04-09_G000583_MLM", "correlation_type": "rollup", "disclosure_date": "2026-05-19", "disclosure_lag_days": 40, "engine_version": "1.2.0", "industry": "Building Materials", "max_pair_score": 58.88, "member_name": "Josh Gottheimer", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 64.88, "ml_score_distill": 72.02, "ml_shap_top3_car": [{"contribution": 0.0493, "factor": "disclosure_lag_raw"}, {"contribution": -0.0276, "factor": "jurisdiction_raw"}, {"contribution": -0.0131, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": -13.5758, "factor": "jurisdiction_raw"}, {"contribution": 9.1272, "factor": "disclosure_lag_raw"}, {"contribution": 5.7428, "factor": "timing_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.943561+00:00", "sector": "Basic Materials", "severity_tier": "low", "ticker": "MLM", "top_correlations": [{"composite_score": 58.88, "event_id": "hr8247-119", "event_summary": "Commonsense Review Act", "event_type": "bill"}, {"composite_score": 58.88, "event_id": "hr8249-119", "event_summary": "Making Reviews Certain Act", "event_type": "bill"}, {"composite_score": 50.39, "event_id": "hr8417-119", "event_summary": "Keeping China Off the Rails Act", "event_type": "bill"}, {"composite_score": 47.73, "event_id": "SUB_2026-03-19_02009065-004", "event_summary": "to NFG CONSULTING, INC | $365,066", "event_type": "contract"}, {"composite_score": 46.5, "event_id": "hr8516-119", "event_summary": "American Leadership in AI Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-09_G000583_MLM", "transaction_date": "2026-04-09", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1484, "abnormal_return_60d": -0.2327, "abnormal_return_90d": -0.3495, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 43.06, "bill_count": 24, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 70.33, "contract_count": 1, "correlation_count": 25, "correlation_id": "rollup__quiver_2026-02-10_C001123_ACN", "correlation_type": "rollup", "disclosure_date": "2026-03-09", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "IT Consulting & Other Services", "max_pair_score": 70.33, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.72, "ml_score_car": 58.15, "ml_score_distill": 88.72, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 70.33, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.709830+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "ACN", "top_correlations": [{"composite_score": 70.33, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 70.33, "event_id": "hr7499-119", "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_type": "bill"}, {"composite_score": 70.33, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 68.69, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}, {"composite_score": 58.94, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-10_C001123_ACN", "transaction_date": "2026-02-10", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1485, "abnormal_return_60d": -0.3095, "abnormal_return_90d": -0.1729, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 20.83, "bill_count": 15, "bioguide_id": "J000309", "chamber": "House", "company_name": "", "composite_score": 34.55, "contract_count": 0, "correlation_count": 15, "correlation_id": "rollup__quiver_2025-12-22_J000309_PLTR", "correlation_type": "rollup", "disclosure_date": "2026-01-08", "disclosure_lag_days": 17, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 34.55, "member_name": "Jonathan Jackson", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 15.17, "ml_score_car": 65.14, "ml_score_distill": 15.17, "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"}], "ml_shap_top3_distill": [{"contribution": -15.5662, "factor": "jurisdiction_raw"}, {"contribution": -10.8152, "factor": "timing_raw"}, {"contribution": 2.2795, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 34.55, "score_divergence": true, "scored_at": "2026-05-31T15:51:58.074814+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "PLTR", "top_correlations": [{"composite_score": 34.55, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 33.75, "event_id": "hres996-119", "event_summary": "Impeaching Kristi Lynn Arnold Noem, Secretary of Homeland Security, for high crimes and misdemeanors.", "event_type": "bill"}, {"composite_score": 33.39, "event_id": "hr7119-119", "event_summary": "DHS Use of Force Oversight Act", "event_type": "bill"}, {"composite_score": 31.25, "event_id": "hr6806-119", "event_summary": "Antisemitism Response and Prevention Act of 2025", "event_type": "bill"}, {"composite_score": 19.69, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-22_J000309_PLTR", "transaction_date": "2025-12-22", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1494, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 37.36, "bill_count": 28, "bioguide_id": "C001123", "chamber": "House", "company_name": "Tyler Technologies, Inc.", "composite_score": 70.33, "contract_count": 9, "correlation_count": 37, "correlation_id": "rollup__quiver_2026-04-14_C001123_TYL", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 70.33, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 58.15, "ml_score_distill": 88.72, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.005, "factor": "timing_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.935365+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "TYL", "top_correlations": [{"composite_score": 70.33, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 55.75, "event_id": "hr8563-119", "event_summary": "Investing in the American Dream Act", "event_type": "bill"}, {"composite_score": 54.46, "event_id": "hres1243-119", "event_summary": "Recognizing the significance of Asian American, Native Hawaiian, and Pacific Islander Heritage Month as an important time to celebrate the significant contributions of Asian Americans, Native Hawaiian", "event_type": "bill"}, {"composite_score": 52.36, "event_id": "hres1252-119", "event_summary": "Resolution memorializing law enforcement officers killed in the line of duty.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-14_C001123_TYL", "transaction_date": "2026-04-14", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.15, "abnormal_return_60d": -0.1684, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 33.73, "bill_count": 21, "bioguide_id": "G000583", "chamber": "House", "company_name": "Home Depot, Inc. (The)", "composite_score": 65.26, "contract_count": 0, "correlation_count": 21, "correlation_id": "rollup__quiver_2026-04-09_G000583_HD", "correlation_type": "rollup", "disclosure_date": "2026-05-19", "disclosure_lag_days": 40, "engine_version": "1.2.0", "industry": "Home Improvement Retail", "max_pair_score": 65.26, "member_name": "Josh Gottheimer", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 36.5, "ml_score_distill": 78.56, "ml_shap_top3_car": [{"contribution": -0.0279, "factor": "jurisdiction_raw"}, {"contribution": 0.014, "factor": "disclosure_lag_raw"}, {"contribution": -0.0073, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": -14.4592, "factor": "jurisdiction_raw"}, {"contribution": 9.3944, "factor": "timing_raw"}, {"contribution": 9.2544, "factor": "disclosure_lag_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.945533+00:00", "sector": "Consumer Cyclical", "severity_tier": "medium", "ticker": "HD", "top_correlations": [{"composite_score": 65.26, "event_id": "hjres155-119", "event_summary": "Providing for congressional disapproval under chapter 8 of title 5, United States Code, of the rule submitted by the Department of Education relating to \"William D. Ford Federal Direct Loan (Direct Lo", "event_type": "bill"}, {"composite_score": 58.88, "event_id": "hr8250-119", "event_summary": "Parents Decide Act", "event_type": "bill"}, {"composite_score": 50.39, "event_id": "hr8402-119", "event_summary": "Civics Learning Act of 2026", "event_type": "bill"}, {"composite_score": 48.91, "event_id": "hres1209-119", "event_summary": "Recognizing the significance of \"Community College Month\" in April as a celebration of more than 1,000 institutions throughout the United States supporting access to higher education, workforce traini", "event_type": "bill"}, {"composite_score": 46.5, "event_id": "hr8516-119", "event_summary": "American Leadership in AI Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-09_G000583_HD", "transaction_date": "2026-04-09", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1512, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 44.75, "bill_count": 2, "bioguide_id": "S000168", "chamber": "House", "company_name": "The Sherwin-Williams Company", "composite_score": 61.95, "contract_count": 1, "correlation_count": 3, "correlation_id": "rollup__quiver_2026-04-20_S000168_SHW", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Specialty Chemicals", "max_pair_score": 61.95, "member_name": "Maria Elvira Salazar", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 50.82, "ml_score_distill": 68.15, "ml_shap_top3_car": [{"contribution": -0.0229, "factor": "timing_raw"}, {"contribution": 0.0097, "factor": "jurisdiction_raw"}, {"contribution": 0.0079, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": 4.7635, "factor": "jurisdiction_raw"}, {"contribution": -4.2326, "factor": "timing_raw"}, {"contribution": 1.7106, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.605140+00:00", "sector": "Materials", "severity_tier": "medium", "ticker": "SHW", "top_correlations": [{"composite_score": 61.95, "event_id": "hr8545-119", "event_summary": "Access to Donor Milk Act of 2026", "event_type": "bill"}, {"composite_score": 56.8, "event_id": "hres1257-119", "event_summary": "Expressing support for the designation of May 5, 2026, as the \"National Day of Awareness for Missing and Murdered Indigenous Women and Girls\".", "event_type": "bill"}, {"composite_score": 15.5, "event_id": "SUB_2026-03-19_02009065-004", "event_summary": "to NFG CONSULTING, INC | $365,066", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-20_S000168_SHW", "transaction_date": "2026-04-20", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1525, "abnormal_return_60d": -0.3184, "abnormal_return_90d": -0.3988, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 40.82, "bill_count": 16, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 60.89, "contract_count": 0, "correlation_count": 16, "correlation_id": "rollup__quiver_2026-01-27_C001123_AVAV", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 17, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 60.89, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 66.51, "ml_score_car": 56.91, "ml_score_distill": 66.51, "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_car": [{"contribution": -0.0139, "factor": "timing_raw"}, {"contribution": 0.0081, "factor": "jurisdiction_raw"}, {"contribution": 0.0066, "factor": "disclosure_lag_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"}], "party": "D", "prev_composite_score": 60.89, "score_divergence": false, "scored_at": "2026-05-31T15:52:00.274794+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "AVAV", "top_correlations": [{"composite_score": 60.89, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}, {"composite_score": 55.08, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 55.08, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 54.46, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}, {"composite_score": 50.76, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-27_C001123_AVAV", "transaction_date": "2026-01-27", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1542, "abnormal_return_60d": -0.1223, "abnormal_return_90d": -0.2236, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 23.3, "bill_count": 4, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 49.79, "contract_count": 0, "correlation_count": 4, "correlation_id": "rollup__quiver_2026-01-05_M001190_ADBE", "correlation_type": "rollup", "disclosure_date": "2026-02-04", "disclosure_lag_days": 30, "engine_version": "1.2.0", "industry": "Software - Application", "max_pair_score": 49.79, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 47.78, "ml_score_car": 44.79, "ml_score_distill": 47.78, "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_car": [{"contribution": -0.0115, "factor": "jurisdiction_raw"}, {"contribution": -0.0082, "factor": "timing_raw"}, {"contribution": 0.0037, "factor": "disclosure_lag_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"}], "party": "R", "prev_composite_score": 49.79, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.039969+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "ADBE", "top_correlations": [{"composite_score": 49.79, "event_id": "s3606-119", "event_summary": "Fraud Accountability Act", "event_type": "bill"}, {"composite_score": 15.5, "event_id": "s3366-119", "event_summary": "Back the Blue Act of 2025", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "s3041-119", "event_summary": "Tribal Warrant Fairness Act", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "s3179-119", "event_summary": "Halo Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-05_M001190_ADBE", "transaction_date": "2026-01-05", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1543, "abnormal_return_60d": -0.0699, "abnormal_return_90d": 0.027, "amount_lower": 500001, "amount_range": "500001.0", "avg_pair_score": 31.4, "bill_count": 1, "bioguide_id": "P000197", "chamber": "House", "company_name": "", "composite_score": 31.4, "contract_count": 0, "correlation_count": 1, "correlation_id": "rollup__quiver_2026-01-16_P000197_AMZN", "correlation_type": "rollup", "disclosure_date": "2026-01-23", "disclosure_lag_days": 7, "engine_version": "1.2.0", "industry": "Broadline Retail", "max_pair_score": 31.4, "member_name": "Nancy Pelosi", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 12.81, "ml_score_car": 2.24, "ml_score_distill": 12.81, "ml_shap_top3": [{"contribution": -14.9773, "factor": "jurisdiction_raw"}, {"contribution": -12.6824, "factor": "timing_raw"}, {"contribution": 5.8695, "factor": "amount_raw"}], "ml_shap_top3_car": [{"contribution": -0.0531, "factor": "multiple_signals_raw"}, {"contribution": -0.0307, "factor": "amount_raw"}, {"contribution": 0.019, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": -14.9773, "factor": "jurisdiction_raw"}, {"contribution": -12.6824, "factor": "timing_raw"}, {"contribution": 5.8695, "factor": "amount_raw"}], "party": "D", "prev_composite_score": 31.4, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.906474+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "AMZN", "top_correlations": [{"composite_score": 31.4, "event_id": "hr7531-119", "event_summary": "Healthy Families Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-16_P000197_AMZN", "transaction_date": "2026-01-16", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1548, "abnormal_return_60d": -0.2656, "abnormal_return_90d": -0.2508, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 24.27, "bill_count": 3, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 41.57, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2025-12-29_M001190_CRM", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Software - Application", "max_pair_score": 41.57, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 34.96, "ml_score_car": 40.72, "ml_score_distill": 34.96, "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_car": [{"contribution": -0.0197, "factor": "timing_raw"}, {"contribution": -0.0114, "factor": "jurisdiction_raw"}, {"contribution": 0.0089, "factor": "disclosure_lag_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"}], "party": "R", "prev_composite_score": 41.57, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.489948+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "CRM", "top_correlations": [{"composite_score": 41.57, "event_id": "s3606-119", "event_summary": "Fraud Accountability Act", "event_type": "bill"}, {"composite_score": 17.29, "event_id": "s3366-119", "event_summary": "Back the Blue Act of 2025", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "s3041-119", "event_summary": "Tribal Warrant Fairness Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-29_M001190_CRM", "transaction_date": "2025-12-29", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1558, "abnormal_return_60d": -0.1764, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 37.04, "bill_count": 10, "bioguide_id": "K000398", "chamber": "House", "company_name": "Johnson & Johnson", "composite_score": 52.92, "contract_count": 1, "correlation_count": 11, "correlation_id": "rollup__quiver_2026-03-26_K000398_JNJ", "correlation_type": "rollup", "disclosure_date": "2026-04-13", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Pharmaceuticals", "max_pair_score": 52.92, "member_name": "Thomas H. Kean Jr", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 59.63, "ml_score_distill": 57.2, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": -0.0091, "factor": "timing_raw"}, {"contribution": 0.0042, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -13.5771, "factor": "trade_before_event_raw"}, {"contribution": 6.4547, "factor": "timing_raw"}, {"contribution": 4.8863, "factor": "jurisdiction_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.263590+00:00", "sector": "Health Care", "severity_tier": "low", "ticker": "JNJ", "top_correlations": [{"composite_score": 52.92, "event_id": "hres1133-119", "event_summary": "Designating November 7 of each year as ''Shwachman Diamond Syndrome Awareness Day''.", "event_type": "bill"}, {"composite_score": 50.43, "event_id": "hres1199-119", "event_summary": "Recognizing linemen, the profession of linemen, the contributions of these brave men and women who protect public safety, and expressing support for the designation of April 18, 2026, as \"National Lin", "event_type": "bill"}, {"composite_score": 50.12, "event_id": "hr8413-119", "event_summary": "SECURE Data Act", "event_type": "bill"}, {"composite_score": 35.35, "event_id": "hr7768-119", "event_summary": "Tax Relief for Renters Act of 2026", "event_type": "bill"}, {"composite_score": 33.08, "event_id": "hr7648-119", "event_summary": "Local Taxpayer Protection Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-26_K000398_JNJ", "transaction_date": "2026-03-26", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1573, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 28.65, "bill_count": 36, "bioguide_id": "S001203", "chamber": "Senate", "company_name": "Insulet Corporation", "composite_score": 58.94, "contract_count": 3, "correlation_count": 39, "correlation_id": "rollup__quiver_2026-04-29_S001203_PODD", "correlation_type": "rollup", "disclosure_date": "2026-05-10", "disclosure_lag_days": 11, "engine_version": "1.2.0", "industry": "Medical Devices", "max_pair_score": 58.94, "member_name": "Tina Smith", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 4.35, "ml_score_distill": 48.68, "ml_shap_top3_car": [{"contribution": -0.0505, "factor": "amount_raw"}, {"contribution": -0.0147, "factor": "jurisdiction_raw"}, {"contribution": -0.0093, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": -15.6472, "factor": "jurisdiction_raw"}, {"contribution": 6.8813, "factor": "timing_raw"}, {"contribution": 1.5962, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.586211+00:00", "sector": "Healthcare", "severity_tier": "low", "ticker": "PODD", "top_correlations": [{"composite_score": 58.94, "event_id": "sres700-119", "event_summary": "A resolution expressing support for the designation of April 1, 2026, through April 30, 2026, as \"Fair Chance Jobs Month\".", "event_type": "bill"}, {"composite_score": 57.17, "event_id": "sres709-119", "event_summary": "A resolution supporting the goals and ideals of National Nurses Week, to be observed from May 6 through May 12, 2026.", "event_type": "bill"}, {"composite_score": 56.77, "event_id": "SUB_2026-05-21_24-0829-024", "event_summary": "to CERTIFIED AIR BALANCE CO INC | $109,280", "event_type": "contract"}, {"composite_score": 54.57, "event_id": "SUB_2026-05-28_ISPACE-SWES-BTS-APEIS-MOD 2", "event_summary": "to ISPACE, INC. | $44,824", "event_type": "contract"}, {"composite_score": 43.31, "event_id": "s4503-119", "event_summary": "Advancing Menopause Care and Mid-Life Women\u2019s Health Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-29_S001203_PODD", "transaction_date": "2026-04-29", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1576, "abnormal_return_60d": -0.146, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 52.36, "bill_count": 12, "bioguide_id": "M001217", "chamber": "House", "company_name": "General Dynamics Corporation", "composite_score": 85.01, "contract_count": 4, "correlation_count": 16, "correlation_id": "rollup__quiver_2026-03-23_M001217_GD", "correlation_type": "rollup", "disclosure_date": "2026-04-30", "disclosure_lag_days": 38, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 85.01, "member_name": "Jared Moskowitz", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 0.0, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": -0.0667, "factor": "jurisdiction_raw"}, {"contribution": -0.0405, "factor": "disclosure_lag_raw"}, {"contribution": -0.0308, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": 11.1961, "factor": "jurisdiction_raw"}, {"contribution": 7.5816, "factor": "timing_raw"}, {"contribution": 5.7793, "factor": "disclosure_lag_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.278046+00:00", "sector": "Aerospace & Defense", "severity_tier": "high", "ticker": "GD", "top_correlations": [{"composite_score": 85.01, "event_id": "SUB_2026-03-25_D26P000395", "event_summary": "to THE BOEING COMPANY | $135,778", "event_type": "contract"}, {"composite_score": 82.04, "event_id": "SUB_2026-03-27_D26P000437", "event_summary": "to THE BOEING COMPANY | $262,452", "event_type": "contract"}, {"composite_score": 65.39, "event_id": "SUB_2026-04-22_D26P000591", "event_summary": "to HOWMET AEROSPACE INC. | $70,951", "event_type": "contract"}, {"composite_score": 64.94, "event_id": "SUB_2026-03-18_L-20260770773", "event_summary": "to THE BOEING COMPANY | $128,134", "event_type": "contract"}, {"composite_score": 59.19, "event_id": "hr8321-119", "event_summary": "Artemis Accords Authorization Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-23_M001217_GD", "transaction_date": "2026-03-23", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1577, "abnormal_return_60d": -0.3394, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.64, "bill_count": 62, "bioguide_id": "G000583", "chamber": "House", "company_name": "ServiceNow, Inc.", "composite_score": 70.32, "contract_count": 3, "correlation_count": 65, "correlation_id": "rollup__quiver_2026-03-06_G000583_NOW", "correlation_type": "rollup", "disclosure_date": "2026-04-08", "disclosure_lag_days": 33, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 70.32, "member_name": "Josh Gottheimer", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 49.67, "ml_score_distill": 90.27, "ml_shap_top3_car": [{"contribution": -0.0293, "factor": "disclosure_lag_raw"}, {"contribution": 0.013, "factor": "timing_raw"}, {"contribution": 0.0099, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 4.8581, "factor": "jurisdiction_raw"}, {"contribution": 4.0514, "factor": "timing_raw"}, {"contribution": 2.2508, "factor": "disclosure_lag_raw"}], "party": "D", "scored_at": "2026-06-04T02:27:04.331353+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "NOW", "top_correlations": [{"composite_score": 70.32, "event_id": "hr7870-119", "event_summary": "ICE Standards Act", "event_type": "bill"}, {"composite_score": 66.3, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 61.21, "event_id": "hr7877-119", "event_summary": "Shane DiGiovanna Act", "event_type": "bill"}, {"composite_score": 61.21, "event_id": "hr7968-119", "event_summary": "Small AI Innovators Empowerment Act", "event_type": "bill"}, {"composite_score": 61.21, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-06_G000583_NOW", "transaction_date": "2026-03-06", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.1582, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.9, "bill_count": 21, "bioguide_id": "C001123", "chamber": "House", "company_name": "Verisk Analytics, Inc.", "composite_score": 72.1, "contract_count": 21, "correlation_count": 42, "correlation_id": "rollup__quiver_2026-04-14_C001123_VRSK", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Research & Consulting Services", "max_pair_score": 72.1, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.934308+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "VRSK", "top_correlations": [{"composite_score": 72.1, "event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_summary": "to OSHKOSH DEFENSE LLC | $79,740", "event_type": "contract"}, {"composite_score": 70.33, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 62.36, "event_id": "SUB_2026-04-30_KBRWYLE-NASA-SITSS", "event_summary": "to KBR WYLE SERVICES, LLC | $16,007", "event_type": "contract"}, {"composite_score": 60.89, "event_id": "SUB_2026-04-22_D26P000591", "event_summary": "to HOWMET AEROSPACE INC. | $70,951", "event_type": "contract"}, {"composite_score": 59.88, "event_id": "SUB_2026-04-23_MASI0-MAT0038098", "event_summary": "to OSHKOSH DEFENSE LLC | $147,594", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-14_C001123_VRSK", "transaction_date": "2026-04-14", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": -0.1591, "abnormal_return_60d": -0.252, "abnormal_return_90d": -0.2072, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 46.06, "bill_count": 17, "bioguide_id": "C001123", "chamber": "House", "company_name": "AeroVironment, Inc.", "composite_score": 68.24, "contract_count": 3, "correlation_count": 20, "correlation_id": "rollup__quiver_2026-03-03_C001123_AVAV", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 68.24, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 0.0, "ml_score_distill": 84.63, "ml_shap_top3_car": [{"contribution": -0.0375, "factor": "jurisdiction_raw"}, {"contribution": -0.0294, "factor": "disclosure_lag_raw"}, {"contribution": -0.0161, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": 11.4904, "factor": "jurisdiction_raw"}, {"contribution": -8.5419, "factor": "timing_raw"}, {"contribution": 4.3666, "factor": "disclosure_lag_raw"}], "party": "D", "scored_at": "2026-06-01T01:02:55.643433+00:00", "sector": "Aerospace & Defense", "severity_tier": "medium", "ticker": "AVAV", "top_correlations": [{"composite_score": 68.24, "event_id": "SUB_2026-03-18_L-20260770773", "event_summary": "to THE BOEING COMPANY | $128,134", "event_type": "contract"}, {"composite_score": 64.67, "event_id": "SUB_2026-03-25_D26P000395", "event_summary": "to THE BOEING COMPANY | $135,778", "event_type": "contract"}, {"composite_score": 63.93, "event_id": "SUB_2026-03-27_D26P000437", "event_summary": "to THE BOEING COMPANY | $262,452", "event_type": "contract"}, {"composite_score": 61.01, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 60.35, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-03_C001123_AVAV", "transaction_date": "2026-03-03", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.1607, "abnormal_return_60d": -0.0931, "abnormal_return_90d": -0.1474, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 29.51, "bill_count": 9, "bioguide_id": "H000273", "chamber": "Senate", "company_name": "", "composite_score": 58.94, "contract_count": 0, "correlation_count": 9, "correlation_id": "rollup__quiver_2026-01-14_H000273_UBER", "correlation_type": "rollup", "disclosure_date": "2026-02-06", "disclosure_lag_days": 23, "engine_version": "1.2.0", "industry": "Software - Application", "max_pair_score": 58.94, "member_name": "John Hickenlooper", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 48.68, "ml_score_car": 4.35, "ml_score_distill": 48.68, "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"}], "ml_shap_top3_distill": [{"contribution": -15.6472, "factor": "jurisdiction_raw"}, {"contribution": 6.8813, "factor": "timing_raw"}, {"contribution": 1.5962, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 58.94, "score_divergence": true, "scored_at": "2026-05-31T15:51:59.759487+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "UBER", "top_correlations": [{"composite_score": 58.94, "event_id": "s3631-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 43.31, "event_id": "sjres103-119", "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_type": "bill"}, {"composite_score": 38.35, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 34.21, "event_id": "s3597-119", "event_summary": "National Quantum Initiative Reauthorization Act of 2026", "event_type": "bill"}, {"composite_score": 18.16, "event_id": "s3043-119", "event_summary": "Military and Federal Employee Protection Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-14_H000273_UBER", "transaction_date": "2026-01-14", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1618, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 38.85, "bill_count": 28, "bioguide_id": "C001123", "chamber": "House", "company_name": "International Business Machines Corporation", "composite_score": 71.39, "contract_count": 9, "correlation_count": 37, "correlation_id": "rollup__quiver_2026-04-14_C001123_IBM", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "IT Consulting & Other Services", "max_pair_score": 71.39, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 65.26, "ml_score_distill": 90.85, "ml_shap_top3_car": [{"contribution": 0.0106, "factor": "jurisdiction_raw"}, {"contribution": 0.0083, "factor": "amount_raw"}, {"contribution": -0.004, "factor": "timing_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.918511+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "IBM", "top_correlations": [{"composite_score": 71.39, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 65.41, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 56.8, "event_id": "hr8563-119", "event_summary": "Investing in the American Dream Act", "event_type": "bill"}, {"composite_score": 55.51, "event_id": "hres1243-119", "event_summary": "Recognizing the significance of Asian American, Native Hawaiian, and Pacific Islander Heritage Month as an important time to celebrate the significant contributions of Asian Americans, Native Hawaiian", "event_type": "bill"}, {"composite_score": 53.41, "event_id": "hres1252-119", "event_summary": "Resolution memorializing law enforcement officers killed in the line of duty.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-14_C001123_IBM", "transaction_date": "2026-04-14", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1621, "abnormal_return_60d": -0.1213, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.84, "bill_count": 20, "bioguide_id": "C001123", "chamber": "House", "company_name": "StandardAero, Inc.", "composite_score": 79.99, "contract_count": 19, "correlation_count": 39, "correlation_id": "rollup__quiver_2026-03-27_C001123_SARO", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 11, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 79.99, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 0.0, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": -0.0685, "factor": "jurisdiction_raw"}, {"contribution": -0.0128, "factor": "timing_raw"}, {"contribution": 0.002, "factor": "multiple_signals_raw"}], "ml_shap_top3_distill": [{"contribution": 12.5032, "factor": "jurisdiction_raw"}, {"contribution": 7.7901, "factor": "timing_raw"}, {"contribution": 1.4209, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.263274+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "SARO", "top_correlations": [{"composite_score": 79.99, "event_id": "SUB_2026-03-27_D26P000437", "event_summary": "to THE BOEING COMPANY | $262,452", "event_type": "contract"}, {"composite_score": 63.14, "event_id": "hr8175-119", "event_summary": "To amend title 10, United States Code, and the National Defense Authorization Act for Fiscal Year 1994, to codify and clarify gender neutral standards for members of certain Armed Forces, and for othe", "event_type": "bill"}, {"composite_score": 60.82, "event_id": "SUB_2026-03-25_D26P000395", "event_summary": "to THE BOEING COMPANY | $135,778", "event_type": "contract"}, {"composite_score": 58.94, "event_id": "SUB_2026-04-06_MASI0-MAT0037958", "event_summary": "to FLIGHT SOURCE INC | $60,028", "event_type": "contract"}, {"composite_score": 58.01, "event_id": "SUB_2026-04-22_D26P000591", "event_summary": "to HOWMET AEROSPACE INC. | $70,951", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-27_C001123_SARO", "transaction_date": "2026-03-27", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": -0.1643, "abnormal_return_60d": -0.0554, "abnormal_return_90d": 0.3665, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 50.97, "bill_count": 17, "bioguide_id": "F000110", "chamber": "House", "company_name": "", "composite_score": 73.49, "contract_count": 0, "correlation_count": 17, "correlation_id": "rollup__quiver_2026-02-03_F000110_AMD", "correlation_type": "rollup", "disclosure_date": "2026-02-24", "disclosure_lag_days": 21, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 73.49, "member_name": "Cleo Fields", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 96.7, "ml_score_car": 52.55, "ml_score_distill": 96.7, "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"}], "ml_shap_top3_distill": [{"contribution": 7.265, "factor": "timing_raw"}, {"contribution": 5.1823, "factor": "jurisdiction_raw"}, {"contribution": 2.4384, "factor": "amount_raw"}], "party": "D", "prev_composite_score": 73.49, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.893178+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "AMD", "top_correlations": [{"composite_score": 73.49, "event_id": "hr7345-119", "event_summary": "Studying Disastrous Impacts of Mass Deportation Act", "event_type": "bill"}, {"composite_score": 73.49, "event_id": "hr7347-119", "event_summary": "Stop Inhumane Conditions in ICE Detention Act of 2026", "event_type": "bill"}, {"composite_score": 71.85, "event_id": "hr7391-119", "event_summary": "Community Health Center Drug Pricing Protection Act", "event_type": "bill"}, {"composite_score": 71.85, "event_id": "hres1040-119", "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month.", "event_type": "bill"}, {"composite_score": 64.05, "event_id": "hr6644-119", "event_summary": "21st Century ROAD to Housing Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-03_F000110_AMD", "transaction_date": "2026-02-03", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1647, "abnormal_return_60d": -0.0625, "abnormal_return_90d": 0.4249, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 49.95, "bill_count": 6, "bioguide_id": "L000595", "chamber": "House", "company_name": "", "composite_score": 59.93, "contract_count": 0, "correlation_count": 6, "correlation_id": "rollup__quiver_2026-02-02_L000595_AMD", "correlation_type": "rollup", "disclosure_date": "2026-03-12", "disclosure_lag_days": 38, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 59.93, "member_name": "Julia Letlow", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 69.46, "ml_score_car": 30.34, "ml_score_distill": 69.46, "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_car": [{"contribution": -0.0345, "factor": "disclosure_lag_raw"}, {"contribution": 0.0076, "factor": "jurisdiction_raw"}, {"contribution": -0.0045, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -11.1854, "factor": "timing_raw"}, {"contribution": 5.7717, "factor": "disclosure_lag_raw"}, {"contribution": 5.4851, "factor": "jurisdiction_raw"}], "party": "R", "prev_composite_score": 59.93, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.655481+00:00", "sector": "Information Technology", "severity_tier": "low", "ticker": "AMD", "top_correlations": [{"composite_score": 59.93, "event_id": "hres1076-119", "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States.", "event_type": "bill"}, {"composite_score": 59.55, "event_id": "hr7678-119", "event_summary": "Gun Owner Registration Information Protection Act", "event_type": "bill"}, {"composite_score": 51.59, "event_id": "hr7235-119", "event_summary": "Protecting Motherhood Act", "event_type": "bill"}, {"composite_score": 49.12, "event_id": "hr7156-119", "event_summary": "SCAM Act", "event_type": "bill"}, {"composite_score": 39.75, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-02_L000595_AMD", "transaction_date": "2026-02-02", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1687, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 48.68, "bill_count": 9, "bioguide_id": "A000372", "chamber": "House", "company_name": "Abbott Laboratories", "composite_score": 73.56, "contract_count": 1, "correlation_count": 10, "correlation_id": "rollup__quiver_2026-04-16_A000372_ABT", "correlation_type": "rollup", "disclosure_date": "2026-06-05", "disclosure_lag_days": 50, "engine_version": "1.2.0", "industry": "Health Care Equipment", "max_pair_score": 73.56, "member_name": "Richard W. Allen", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 49.35, "ml_score_distill": 93.7, "ml_shap_top3_car": [{"contribution": -0.0433, "factor": "timing_raw"}, {"contribution": 0.0386, "factor": "disclosure_lag_raw"}, {"contribution": 0.0154, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 8.0307, "factor": "disclosure_lag_raw"}, {"contribution": 5.3873, "factor": "jurisdiction_raw"}, {"contribution": 1.28, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.610558+00:00", "sector": "Health Care", "severity_tier": "medium", "ticker": "ABT", "top_correlations": [{"composite_score": 73.56, "event_id": "hr8476-119", "event_summary": "No Antisemitism in Education Act of 2026", "event_type": "bill"}, {"composite_score": 66.15, "event_id": "hr8304-119", "event_summary": "CREATES Act", "event_type": "bill"}, {"composite_score": 61.41, "event_id": "hr8781-119", "event_summary": "Title IX Clarification Act of 2026", "event_type": "bill"}, {"composite_score": 43.92, "event_id": "hr7895-119", "event_summary": "PBM Kickback Prohibition Act", "event_type": "bill"}, {"composite_score": 42.91, "event_id": "hres1076-119", "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-16_A000372_ABT", "transaction_date": "2026-04-16", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1693, "abnormal_return_60d": -0.2804, "abnormal_return_90d": null, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 43.73, "bill_count": 5, "bioguide_id": "H001082", "chamber": "House", "company_name": "Progress Software Corporation", "composite_score": 73.03, "contract_count": 5, "correlation_count": 10, "correlation_id": "rollup__quiver_2026-03-16_H001082_PRGS", "correlation_type": "rollup", "disclosure_date": "2026-04-03", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Software - Infrastructure", "max_pair_score": 73.03, "member_name": "Kevin Hern", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 0.0, "ml_score_distill": 94.21, "ml_shap_top3_car": [{"contribution": -0.0614, "factor": "jurisdiction_raw"}, {"contribution": -0.0228, "factor": "amount_raw"}, {"contribution": -0.0201, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": 12.4022, "factor": "jurisdiction_raw"}, {"contribution": 1.9188, "factor": "amount_raw"}, {"contribution": 1.3931, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-14T01:23:30.056033+00:00", "sector": "Technology", "severity_tier": "medium", "ticker": "PRGS", "top_correlations": [{"composite_score": 73.03, "event_id": "SUB_2026-03-23_SVI-2319057-TCI-2544", "event_summary": "to TIDEWATER CONTRACTING, INC. | $195,421", "event_type": "contract"}, {"composite_score": 65.14, "event_id": "SUB_2026-03-23_Y260001944", "event_summary": "to TERADYNE, INC | $31,838", "event_type": "contract"}, {"composite_score": 60.61, "event_id": "SUB_2026-04-13_2601262", "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,910", "event_type": "contract"}, {"composite_score": 60.61, "event_id": "SUB_2026-04-13_2601264", "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $44,676", "event_type": "contract"}, {"composite_score": 55.07, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-16_H001082_PRGS", "transaction_date": "2026-03-16", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1708, "abnormal_return_60d": 0.1187, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 38.29, "bill_count": 25, "bioguide_id": "C001123", "chamber": "House", "company_name": "CrowdStrike Holdings, Inc.", "composite_score": 65.72, "contract_count": 3, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-03-13_C001123_CRWD", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 65.72, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 63.41, "ml_score_distill": 80.11, "ml_shap_top3_car": [{"contribution": 0.0085, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-11T02:26:56.857142+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "CRWD", "top_correlations": [{"composite_score": 65.72, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 64.39, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "hr8031-119", "event_summary": "To repeal the Executive order entitled \"Ensuring a National Policy Framework for Artificial Intelligence\".", "event_type": "bill"}, {"composite_score": 54.56, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 52.36, "event_id": "hr8175-119", "event_summary": "To amend title 10, United States Code, and the National Defense Authorization Act for Fiscal Year 1994, to codify and clarify gender neutral standards for members of certain Armed Forces, and for othe", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-13_C001123_CRWD", "transaction_date": "2026-03-13", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1725, "abnormal_return_60d": -0.2986, "abnormal_return_90d": -0.2813, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 24.27, "bill_count": 3, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 41.57, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2025-12-29_M001190_NOW", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Software - Application", "max_pair_score": 41.57, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 34.96, "ml_score_car": 40.72, "ml_score_distill": 34.96, "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_car": [{"contribution": -0.0197, "factor": "timing_raw"}, {"contribution": -0.0114, "factor": "jurisdiction_raw"}, {"contribution": 0.0089, "factor": "disclosure_lag_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"}], "party": "R", "prev_composite_score": 41.57, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.757588+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "NOW", "top_correlations": [{"composite_score": 41.57, "event_id": "s3606-119", "event_summary": "Fraud Accountability Act", "event_type": "bill"}, {"composite_score": 17.29, "event_id": "s3366-119", "event_summary": "Back the Blue Act of 2025", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "s3041-119", "event_summary": "Tribal Warrant Fairness Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-29_M001190_NOW", "transaction_date": "2025-12-29", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1804, "abnormal_return_60d": -0.2167, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 39.35, "bill_count": 25, "bioguide_id": "C001123", "chamber": "House", "company_name": "Palantir Technologies Inc.", "composite_score": 66.78, "contract_count": 3, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-03-13_C001123_PLTR", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 66.78, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 57.33, "ml_score_distill": 81.75, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.0088, "factor": "timing_raw"}, {"contribution": 0.0029, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.7775, "factor": "jurisdiction_raw"}, {"contribution": 2.8982, "factor": "timing_raw"}, {"contribution": 1.2999, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-11T02:26:56.860411+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "PLTR", "top_correlations": [{"composite_score": 66.78, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 65.44, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}, {"composite_score": 63.03, "event_id": "hr8031-119", "event_summary": "To repeal the Executive order entitled \"Ensuring a National Policy Framework for Artificial Intelligence\".", "event_type": "bill"}, {"composite_score": 55.62, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 53.41, "event_id": "hr8175-119", "event_summary": "To amend title 10, United States Code, and the National Defense Authorization Act for Fiscal Year 1994, to codify and clarify gender neutral standards for members of certain Armed Forces, and for othe", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-13_C001123_PLTR", "transaction_date": "2026-03-13", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1825, "abnormal_return_60d": 0.4881, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 38.29, "bill_count": 25, "bioguide_id": "C001123", "chamber": "House", "company_name": "Datadog, Inc.", "composite_score": 65.72, "contract_count": 3, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-03-13_C001123_DDOG", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 65.72, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 63.41, "ml_score_distill": 80.11, "ml_shap_top3_car": [{"contribution": 0.0085, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-11T02:26:56.625371+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "DDOG", "top_correlations": [{"composite_score": 65.72, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 64.39, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "hr8031-119", "event_summary": "To repeal the Executive order entitled \"Ensuring a National Policy Framework for Artificial Intelligence\".", "event_type": "bill"}, {"composite_score": 54.56, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 52.36, "event_id": "hr8175-119", "event_summary": "To amend title 10, United States Code, and the National Defense Authorization Act for Fiscal Year 1994, to codify and clarify gender neutral standards for members of certain Armed Forces, and for othe", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-13_C001123_DDOG", "transaction_date": "2026-03-13", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1829, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 38.89, "bill_count": 15, "bioguide_id": "C001123", "chamber": "House", "company_name": "Comcast Corporation", "composite_score": 71.39, "contract_count": 0, "correlation_count": 15, "correlation_id": "rollup__quiver_2026-04-14_C001123_CMCSA", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Telecom Services", "max_pair_score": 71.39, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 65.26, "ml_score_distill": 90.85, "ml_shap_top3_car": [{"contribution": 0.0106, "factor": "jurisdiction_raw"}, {"contribution": 0.0083, "factor": "amount_raw"}, {"contribution": -0.004, "factor": "timing_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.918989+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "CMCSA", "top_correlations": [{"composite_score": 71.39, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 53.41, "event_id": "hres1252-119", "event_summary": "Resolution memorializing law enforcement officers killed in the line of duty.", "event_type": "bill"}, {"composite_score": 50.36, "event_id": "hr8802-119", "event_summary": "January 6th Law Enforcement Heroes Compensation Fund Act", "event_type": "bill"}, {"composite_score": 40.37, "event_id": "hr8163-119", "event_summary": "Provider Reimbursement Stability Act of 2026", "event_type": "bill"}, {"composite_score": 35.71, "event_id": "hr8031-119", "event_summary": "To repeal the Executive order entitled \"Ensuring a National Policy Framework for Artificial Intelligence\".", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-14_C001123_CMCSA", "transaction_date": "2026-04-14", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1862, "abnormal_return_60d": -0.1527, "abnormal_return_90d": -0.2971, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 49.95, "bill_count": 6, "bioguide_id": "L000595", "chamber": "House", "company_name": "", "composite_score": 59.93, "contract_count": 0, "correlation_count": 6, "correlation_id": "rollup__quiver_2026-02-02_L000595_IBM", "correlation_type": "rollup", "disclosure_date": "2026-03-12", "disclosure_lag_days": 38, "engine_version": "1.2.0", "industry": "IT Consulting & Other Services", "max_pair_score": 59.93, "member_name": "Julia Letlow", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 69.46, "ml_score_car": 30.34, "ml_score_distill": 69.46, "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_car": [{"contribution": -0.0345, "factor": "disclosure_lag_raw"}, {"contribution": 0.0076, "factor": "jurisdiction_raw"}, {"contribution": -0.0045, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -11.1854, "factor": "timing_raw"}, {"contribution": 5.7717, "factor": "disclosure_lag_raw"}, {"contribution": 5.4851, "factor": "jurisdiction_raw"}], "party": "R", "prev_composite_score": 59.93, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.757140+00:00", "sector": "Information Technology", "severity_tier": "low", "ticker": "IBM", "top_correlations": [{"composite_score": 59.93, "event_id": "hres1076-119", "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States.", "event_type": "bill"}, {"composite_score": 59.55, "event_id": "hr7678-119", "event_summary": "Gun Owner Registration Information Protection Act", "event_type": "bill"}, {"composite_score": 51.59, "event_id": "hr7235-119", "event_summary": "Protecting Motherhood Act", "event_type": "bill"}, {"composite_score": 49.12, "event_id": "hr7156-119", "event_summary": "SCAM Act", "event_type": "bill"}, {"composite_score": 39.75, "event_id": "hr5942-119", "event_summary": "National Cemetery Access Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-02_L000595_IBM", "transaction_date": "2026-02-02", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.1889, "abnormal_return_60d": -0.0946, "abnormal_return_90d": -0.1021, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 26.78, "bill_count": 7, "bioguide_id": "F000110", "chamber": "House", "company_name": "", "composite_score": 47.88, "contract_count": 0, "correlation_count": 7, "correlation_id": "rollup__quiver_2025-12-11_F000110_ARM", "correlation_type": "rollup", "disclosure_date": "2025-12-17", "disclosure_lag_days": 6, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 47.88, "member_name": "Cleo Fields", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 46.0, "ml_score_car": 30.32, "ml_score_distill": 46.0, "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_car": [{"contribution": -0.0225, "factor": "timing_raw"}, {"contribution": -0.0118, "factor": "jurisdiction_raw"}, {"contribution": -0.0085, "factor": "amount_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"}], "party": "D", "prev_composite_score": 47.88, "score_divergence": false, "scored_at": "2026-05-31T15:51:57.021166+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "ARM", "top_correlations": [{"composite_score": 47.88, "event_id": "hr6830-119", "event_summary": "Fair Competition for Small Business Act of 2025", "event_type": "bill"}, {"composite_score": 37.66, "event_id": "hr6505-119", "event_summary": "Next Generation 9\u20131\u20131 Act", "event_type": "bill"}, {"composite_score": 28.85, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}, {"composite_score": 20.88, "event_id": "hr6215-119", "event_summary": "Small Business RELIEF Act", "event_type": "bill"}, {"composite_score": 20.09, "event_id": "hr6096-119", "event_summary": "NEST Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-11_F000110_ARM", "transaction_date": "2025-12-11", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.1986, "abnormal_return_60d": -0.0744, "abnormal_return_90d": -0.227, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 47.87, "bill_count": 11, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 72.42, "contract_count": 0, "correlation_count": 11, "correlation_id": "rollup__quiver_2026-01-09_C001123_VRSK", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Consulting Services", "max_pair_score": 72.42, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 93.04, "ml_score_car": 79.16, "ml_score_distill": 93.04, "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_car": [{"contribution": 0.0144, "factor": "timing_raw"}, {"contribution": 0.0136, "factor": "jurisdiction_raw"}, {"contribution": 0.0067, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": 4.6208, "factor": "disclosure_lag_raw"}, {"contribution": 4.5101, "factor": "jurisdiction_raw"}, {"contribution": 3.3636, "factor": "timing_raw"}], "party": "D", "prev_composite_score": 72.42, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.427470+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "VRSK", "top_correlations": [{"composite_score": 72.42, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 70.99, "event_id": "hres993-119", "event_summary": "Recognizing and expressing support for the Iranian people protesting for a free and democratic Iran.", "event_type": "bill"}, {"composite_score": 63.32, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 55.38, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}, {"composite_score": 41.41, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-09_C001123_VRSK", "transaction_date": "2026-01-09", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.2105, "abnormal_return_60d": -0.3894, "abnormal_return_90d": -0.3055, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 24.27, "bill_count": 3, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 41.57, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2025-12-29_M001190_INTU", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Software - Application", "max_pair_score": 41.57, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 34.96, "ml_score_car": 40.72, "ml_score_distill": 34.96, "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_car": [{"contribution": -0.0197, "factor": "timing_raw"}, {"contribution": -0.0114, "factor": "jurisdiction_raw"}, {"contribution": 0.0089, "factor": "disclosure_lag_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"}], "party": "R", "prev_composite_score": 41.57, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.599711+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "INTU", "top_correlations": [{"composite_score": 41.57, "event_id": "s3606-119", "event_summary": "Fraud Accountability Act", "event_type": "bill"}, {"composite_score": 17.29, "event_id": "s3366-119", "event_summary": "Back the Blue Act of 2025", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "s3041-119", "event_summary": "Tribal Warrant Fairness Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-29_M001190_INTU", "transaction_date": "2025-12-29", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.2124, "abnormal_return_60d": -0.1988, "abnormal_return_90d": -0.1509, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 29.61, "bill_count": 9, "bioguide_id": "F000110", "chamber": "House", "company_name": "", "composite_score": 53.43, "contract_count": 0, "correlation_count": 9, "correlation_id": "rollup__quiver_2026-01-20_F000110_IREN", "correlation_type": "rollup", "disclosure_date": "2026-02-03", "disclosure_lag_days": 14, "engine_version": "1.2.0", "industry": "Capital Markets", "max_pair_score": 53.43, "member_name": "Cleo Fields", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 55.83, "ml_score_car": 35.23, "ml_score_distill": 55.83, "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"}], "ml_shap_top3_distill": [{"contribution": -15.3361, "factor": "jurisdiction_raw"}, {"contribution": 8.4434, "factor": "timing_raw"}, {"contribution": 1.6445, "factor": "amount_raw"}], "party": "D", "prev_composite_score": 53.43, "score_divergence": false, "scored_at": "2026-05-31T15:52:00.038760+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "IREN", "top_correlations": [{"composite_score": 53.43, "event_id": "hr7206-119", "event_summary": "Farm and Family Relief Act", "event_type": "bill"}, {"composite_score": 40.48, "event_id": "hr7326-119", "event_summary": "ABODE Act", "event_type": "bill"}, {"composite_score": 36.24, "event_id": "hr6644-119", "event_summary": "21st Century ROAD to Housing Act", "event_type": "bill"}, {"composite_score": 36.24, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 35.86, "event_id": "hr7522-119", "event_summary": "Improving Access to Nutrition Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-20_F000110_IREN", "transaction_date": "2026-01-20", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.2159, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 37.79, "bill_count": 28, "bioguide_id": "C001123", "chamber": "House", "company_name": "Accenture plc", "composite_score": 70.33, "contract_count": 9, "correlation_count": 37, "correlation_id": "rollup__quiver_2026-04-14_C001123_ACN", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "IT Consulting & Other Services", "max_pair_score": 70.33, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 58.15, "ml_score_distill": 88.72, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.005, "factor": "timing_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.929875+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "ACN", "top_correlations": [{"composite_score": 70.33, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 64.36, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 55.75, "event_id": "hr8563-119", "event_summary": "Investing in the American Dream Act", "event_type": "bill"}, {"composite_score": 54.46, "event_id": "hres1243-119", "event_summary": "Recognizing the significance of Asian American, Native Hawaiian, and Pacific Islander Heritage Month as an important time to celebrate the significant contributions of Asian Americans, Native Hawaiian", "event_type": "bill"}, {"composite_score": 52.36, "event_id": "hres1252-119", "event_summary": "Resolution memorializing law enforcement officers killed in the line of duty.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-14_C001123_ACN", "transaction_date": "2026-04-14", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.2162, "abnormal_return_60d": -0.3149, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 43.73, "bill_count": 5, "bioguide_id": "F000479", "chamber": "Senate", "company_name": "AT&T Inc.", "composite_score": 54.56, "contract_count": 0, "correlation_count": 5, "correlation_id": "rollup__quiver_2026-03-27_F000479_T", "correlation_type": "rollup", "disclosure_date": "2026-04-03", "disclosure_lag_days": 7, "engine_version": "1.2.0", "industry": "Integrated Telecommunication Services", "max_pair_score": 54.56, "member_name": "John Fetterman", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 60.25, "ml_score_distill": 58.33, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": -0.006, "factor": "timing_raw"}, {"contribution": 0.0042, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -13.363, "factor": "trade_before_event_raw"}, {"contribution": 6.7774, "factor": "timing_raw"}, {"contribution": 4.8902, "factor": "jurisdiction_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.261822+00:00", "sector": "Communication Services", "severity_tier": "low", "ticker": "T", "top_correlations": [{"composite_score": 54.56, "event_id": "sconres32-119", "event_summary": "A concurrent resolution supporting the goals and ideals of International Transgender Day of Visibility.", "event_type": "bill"}, {"composite_score": 54.56, "event_id": "s4250-119", "event_summary": "Sport Fish Restoration, Recreational Boating Safety, and Wildlife Restoration Act of 2026", "event_type": "bill"}, {"composite_score": 45.12, "event_id": "s4147-119", "event_summary": "Fair Prices for Local Businesses Act", "event_type": "bill"}, {"composite_score": 33.08, "event_id": "s3903-119", "event_summary": "Railway Safety Act of 2026", "event_type": "bill"}, {"composite_score": 31.32, "event_id": "s3597-119", "event_summary": "National Quantum Initiative Reauthorization Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-27_F000479_T", "transaction_date": "2026-03-27", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": -0.217, "abnormal_return_60d": -0.0627, "abnormal_return_90d": -0.1822, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 50.74, "bill_count": 22, "bioguide_id": "J000309", "chamber": "House", "company_name": "", "composite_score": 72.62, "contract_count": 0, "correlation_count": 22, "correlation_id": "rollup__quiver_2026-01-16_J000309_PLTR", "correlation_type": "rollup", "disclosure_date": "2026-02-23", "disclosure_lag_days": 38, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 72.62, "member_name": "Jonathan Jackson", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 92.12, "ml_score_car": 0.0, "ml_score_distill": 92.12, "ml_shap_top3": [{"contribution": 6.2438, "factor": "disclosure_lag_raw"}, {"contribution": 4.4493, "factor": "jurisdiction_raw"}, {"contribution": 1.2234, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": -0.0748, "factor": "disclosure_lag_raw"}, {"contribution": -0.0474, "factor": "timing_raw"}, {"contribution": -0.0164, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 6.2438, "factor": "disclosure_lag_raw"}, {"contribution": 4.4493, "factor": "jurisdiction_raw"}, {"contribution": 1.2234, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 72.62, "score_divergence": true, "scored_at": "2026-05-31T15:51:59.883915+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "PLTR", "top_correlations": [{"composite_score": 72.62, "event_id": "hr7220-119", "event_summary": "COINTELPRO Full Disclosure Act", "event_type": "bill"}, {"composite_score": 67.53, "event_id": "hjres144-119", "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_type": "bill"}, {"composite_score": 64.04, "event_id": "hr7119-119", "event_summary": "DHS Use of Force Oversight Act", "event_type": "bill"}, {"composite_score": 62.4, "event_id": "hres996-119", "event_summary": "Impeaching Kristi Lynn Arnold Noem, Secretary of Homeland Security, for high crimes and misdemeanors.", "event_type": "bill"}, {"composite_score": 61.83, "event_id": "hres1040-119", "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-16_J000309_PLTR", "transaction_date": "2026-01-16", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.2187, "abnormal_return_60d": -0.1559, "abnormal_return_90d": -0.2407, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 43.6, "bill_count": 20, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 70.33, "contract_count": 3, "correlation_count": 23, "correlation_id": "rollup__quiver_2026-02-10_C001123_UAL", "correlation_type": "rollup", "disclosure_date": "2026-03-09", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Airlines", "max_pair_score": 70.33, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.72, "ml_score_car": 58.15, "ml_score_distill": 88.72, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 70.33, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.919988+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "UAL", "top_correlations": [{"composite_score": 70.33, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 70.33, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 68.69, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}, {"composite_score": 58.94, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 58.94, "event_id": "hr7623-119", "event_summary": "Freedom House Ambulance Service Congressional Gold Medal Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-10_C001123_UAL", "transaction_date": "2026-02-10", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": -0.2313, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.9, "bill_count": 21, "bioguide_id": "C001123", "chamber": "House", "company_name": "Equifax, Inc.", "composite_score": 72.1, "contract_count": 21, "correlation_count": 42, "correlation_id": "rollup__quiver_2026-04-14_C001123_EFX", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Consulting Services", "max_pair_score": 72.1, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.923384+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "EFX", "top_correlations": [{"composite_score": 72.1, "event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_summary": "to OSHKOSH DEFENSE LLC | $79,740", "event_type": "contract"}, {"composite_score": 70.33, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 60.89, "event_id": "SUB_2026-04-22_D26P000591", "event_summary": "to HOWMET AEROSPACE INC. | $70,951", "event_type": "contract"}, {"composite_score": 59.88, "event_id": "SUB_2026-04-23_MASI0-MAT0038098", "event_summary": "to OSHKOSH DEFENSE LLC | $147,594", "event_type": "contract"}, {"composite_score": 59.88, "event_id": "SUB_2026-04-23_L26P000242", "event_summary": "to TEXTRON AVIATION INC | $61,510", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-14_C001123_EFX", "transaction_date": "2026-04-14", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": -0.2321, "abnormal_return_60d": -0.4454, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 33.4, "bill_count": 7, "bioguide_id": "M001217", "chamber": "House", "company_name": "Tractor Supply Company", "composite_score": 58.21, "contract_count": 0, "correlation_count": 7, "correlation_id": "rollup__quiver_2026-03-23_M001217_TSCO", "correlation_type": "rollup", "disclosure_date": "2026-04-30", "disclosure_lag_days": 38, "engine_version": "1.2.0", "industry": "Specialty Retail", "max_pair_score": 58.21, "member_name": "Jared Moskowitz", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 0.0, "ml_score_distill": 67.6, "ml_shap_top3_car": [{"contribution": -0.0692, "factor": "disclosure_lag_raw"}, {"contribution": -0.0222, "factor": "jurisdiction_raw"}, {"contribution": -0.0145, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": -13.9881, "factor": "jurisdiction_raw"}, {"contribution": 6.9631, "factor": "disclosure_lag_raw"}, {"contribution": 6.1654, "factor": "timing_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.276355+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "TSCO", "top_correlations": [{"composite_score": 58.21, "event_id": "hconres81-119", "event_summary": "Recognizing the significance of equal pay and the disparity between wages paid to men and women.", "event_type": "bill"}, {"composite_score": 39.67, "event_id": "hr7973-119", "event_summary": "Momnibus Act", "event_type": "bill"}, {"composite_score": 38.43, "event_id": "hr7955-119", "event_summary": "BETS OFF Act", "event_type": "bill"}, {"composite_score": 28.62, "event_id": "hr7853-119", "event_summary": "PrEP Access and Coverage Act of 2026", "event_type": "bill"}, {"composite_score": 23.55, "event_id": "hr7591-119", "event_summary": "Secure Firearm Storage and Suicide Prevention Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-23_M001217_TSCO", "transaction_date": "2026-03-23", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.2361, "abnormal_return_60d": -0.1823, "abnormal_return_90d": -0.2266, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 36.52, "bill_count": 5, "bioguide_id": "A000372", "chamber": "House", "company_name": "", "composite_score": 47.73, "contract_count": 0, "correlation_count": 5, "correlation_id": "rollup__quiver_2026-01-14_A000372_SPGI", "correlation_type": "rollup", "disclosure_date": "2026-02-17", "disclosure_lag_days": 34, "engine_version": "1.2.0", "industry": "Financial Data & Stock Exchanges", "max_pair_score": 47.73, "member_name": "Richard W. Allen", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 46.99, "ml_score_car": 0.0, "ml_score_distill": 46.99, "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_car": [{"contribution": -0.0652, "factor": "disclosure_lag_raw"}, {"contribution": -0.0333, "factor": "timing_raw"}, {"contribution": -0.0223, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": -13.2693, "factor": "jurisdiction_raw"}, {"contribution": 4.0936, "factor": "disclosure_lag_raw"}, {"contribution": -2.1506, "factor": "timing_raw"}], "party": "R", "prev_composite_score": 47.73, "score_divergence": true, "scored_at": "2026-05-31T15:51:59.682738+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "SPGI", "top_correlations": [{"composite_score": 47.73, "event_id": "hr7230-119", "event_summary": "Buying American Cotton Act of 2026", "event_type": "bill"}, {"composite_score": 41.3, "event_id": "hr7300-119", "event_summary": "Make Elections Great Again Act", "event_type": "bill"}, {"composite_score": 38.76, "event_id": "hr7362-119", "event_summary": "Form 5500 Filing Simplification Act", "event_type": "bill"}, {"composite_score": 36.67, "event_id": "hr7462-119", "event_summary": "Farmers\u2019 AID Relief Act", "event_type": "bill"}, {"composite_score": 18.16, "event_id": "hr6167-119", "event_summary": "HEALTH Act of 2025", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-14_A000372_SPGI", "transaction_date": "2026-01-14", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.239, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 37.36, "bill_count": 28, "bioguide_id": "C001123", "chamber": "House", "company_name": "Trimble Inc.", "composite_score": 70.33, "contract_count": 9, "correlation_count": 37, "correlation_id": "rollup__quiver_2026-04-14_C001123_TRMB", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Electronic Equipment & Instruments", "max_pair_score": 70.33, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 58.15, "ml_score_distill": 88.72, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.005, "factor": "timing_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.930939+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "TRMB", "top_correlations": [{"composite_score": 70.33, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 55.75, "event_id": "hr8563-119", "event_summary": "Investing in the American Dream Act", "event_type": "bill"}, {"composite_score": 54.46, "event_id": "hres1243-119", "event_summary": "Recognizing the significance of Asian American, Native Hawaiian, and Pacific Islander Heritage Month as an important time to celebrate the significant contributions of Asian Americans, Native Hawaiian", "event_type": "bill"}, {"composite_score": 52.36, "event_id": "hres1252-119", "event_summary": "Resolution memorializing law enforcement officers killed in the line of duty.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-14_C001123_TRMB", "transaction_date": "2026-04-14", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.2462, "abnormal_return_60d": -0.1997, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 37.39, "bill_count": 16, "bioguide_id": "F000468", "chamber": "House", "company_name": "McKesson Corporation", "composite_score": 56.47, "contract_count": 1, "correlation_count": 17, "correlation_id": "rollup__quiver_2026-04-08_F000468_MCK", "correlation_type": "rollup", "disclosure_date": "2026-05-01", "disclosure_lag_days": 23, "engine_version": "1.2.0", "industry": "Health Care Distributors", "max_pair_score": 56.47, "member_name": "Elizabeth Fletcher", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 46.5, "ml_score_distill": 60.14, "ml_shap_top3_car": [{"contribution": -0.0148, "factor": "timing_raw"}, {"contribution": -0.0141, "factor": "amount_raw"}, {"contribution": 0.0089, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": -7.7078, "factor": "timing_raw"}, {"contribution": 4.726, "factor": "jurisdiction_raw"}, {"contribution": 1.7395, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.956473+00:00", "sector": "Health Care", "severity_tier": "low", "ticker": "MCK", "top_correlations": [{"composite_score": 56.47, "event_id": "hr7022-119", "event_summary": "Mystic Alerts Act", "event_type": "bill"}, {"composite_score": 55.75, "event_id": "hr8440-119", "event_summary": "ZELDIN Act", "event_type": "bill"}, {"composite_score": 44.11, "event_id": "hres1147-119", "event_summary": "Recognizing the United States legacy of dismissed pain and denied autonomy in women's health care, and affirming the Federal Government's duty to protect individual dignity and advance patient-centere", "event_type": "bill"}, {"composite_score": 44.11, "event_id": "hr8160-119", "event_summary": "Premenstrual Dysphoric Disorder Awareness and Research Act of 2026", "event_type": "bill"}, {"composite_score": 44.11, "event_id": "hr8159-119", "event_summary": "Gynecologic Pain Management Study Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-08_F000468_MCK", "transaction_date": "2026-04-08", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.247, "abnormal_return_60d": -0.2469, "abnormal_return_90d": -0.2434, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 34.47, "bill_count": 2, "bioguide_id": "P000197", "chamber": "House", "company_name": "", "composite_score": 38.58, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2026-01-16_P000197_TEM", "correlation_type": "rollup", "disclosure_date": "2026-01-23", "disclosure_lag_days": 7, "engine_version": "1.2.0", "industry": "Health Information Services", "max_pair_score": 38.58, "member_name": "Nancy Pelosi", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 33.6, "ml_score_car": 0.0, "ml_score_distill": 33.6, "ml_shap_top3": [{"contribution": -13.6984, "factor": "jurisdiction_raw"}, {"contribution": -2.4089, "factor": "timing_raw"}, {"contribution": -2.1922, "factor": "multiple_signals_raw"}], "ml_shap_top3_car": [{"contribution": -0.0404, "factor": "multiple_signals_raw"}, {"contribution": -0.0266, "factor": "timing_raw"}, {"contribution": -0.0168, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": -13.6984, "factor": "jurisdiction_raw"}, {"contribution": -2.4089, "factor": "timing_raw"}, {"contribution": -2.1922, "factor": "multiple_signals_raw"}], "party": "D", "prev_composite_score": 38.58, "score_divergence": true, "scored_at": "2026-05-31T15:51:59.964931+00:00", "sector": "Healthcare", "severity_tier": "low", "ticker": "TEM", "top_correlations": [{"composite_score": 38.58, "event_id": "hjres144-119", "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_type": "bill"}, {"composite_score": 30.35, "event_id": "hr7531-119", "event_summary": "Healthy Families Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-16_P000197_TEM", "transaction_date": "2026-01-16", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.2497, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 40.16, "bill_count": 12, "bioguide_id": "B001291", "chamber": "House", "company_name": "FTAI Infrastructure Inc.", "composite_score": 68.69, "contract_count": 23, "correlation_count": 35, "correlation_id": "rollup__quiver_2026-05-05_B001291_FIP", "correlation_type": "rollup", "disclosure_date": "2026-05-18", "disclosure_lag_days": 13, "engine_version": "1.2.0", "industry": "Conglomerates", "max_pair_score": 68.69, "member_name": "Brian Babin", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 57.53, "ml_score_distill": 88.59, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.0081, "factor": "timing_raw"}, {"contribution": 0.0031, "factor": "amount_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"}], "party": "R", "scored_at": "2026-06-15T01:02:25.576744+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "FIP", "top_correlations": [{"composite_score": 68.69, "event_id": "hr8679-119", "event_summary": "To amend title 38, United States Code, to require the Secretary of Veterans Affairs to transmit a veteran's history of opioid prescriptions to a Community Care health care provider.", "event_type": "bill"}, {"composite_score": 60.89, "event_id": "hr2071-119", "event_summary": "Save Our Shrimpers Act", "event_type": "bill"}, {"composite_score": 59.88, "event_id": "hr8826-119", "event_summary": "In God We Trust Act", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "SUB_2026-05-18_27HAL00700", "event_summary": "to ETS-LINDGREN INC | $66,020", "event_type": "contract"}, {"composite_score": 54.46, "event_id": "SUB_2026-05-21_D26P000865", "event_summary": "to THE BOEING COMPANY | $152,929", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-05_B001291_FIP", "transaction_date": "2026-05-05", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": -0.2773, "abnormal_return_60d": -0.131, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.79, "bill_count": 20, "bioguide_id": "S000168", "chamber": "House", "company_name": "Venture Global, Inc.", "composite_score": 56.5, "contract_count": 0, "correlation_count": 20, "correlation_id": "rollup__quiver_2026-03-19_S000168_VG", "correlation_type": "rollup", "disclosure_date": "2026-04-21", "disclosure_lag_days": 33, "engine_version": "1.2.0", "industry": "Oil & Gas Midstream", "max_pair_score": 56.5, "member_name": "Maria Elvira Salazar", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 8.17, "ml_score_distill": 63.75, "ml_shap_top3_car": [{"contribution": -0.0594, "factor": "disclosure_lag_raw"}, {"contribution": -0.0119, "factor": "timing_raw"}, {"contribution": 0.0099, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": -9.5109, "factor": "timing_raw"}, {"contribution": 5.4415, "factor": "jurisdiction_raw"}, {"contribution": 1.9452, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.537598+00:00", "sector": "Energy", "severity_tier": "low", "ticker": "VG", "top_correlations": [{"composite_score": 56.5, "event_id": "hr8205-119", "event_summary": "Accelerating Access to Critical Therapies for ALS Reauthorization Act of 2026", "event_type": "bill"}, {"composite_score": 56.08, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 53.28, "event_id": "hr8274-119", "event_summary": "Improving Retirement Security for Family Caregivers Act of 2026", "event_type": "bill"}, {"composite_score": 53.28, "event_id": "hr8273-119", "event_summary": "Catching Up Family Caregivers Act of 2026", "event_type": "bill"}, {"composite_score": 52.99, "event_id": "hres1179-119", "event_summary": "Condemning attacks on civilians in Sudan and calling for an end to external support to the warring parties and for efforts to promote a negotiated settlement of the war.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-19_S000168_VG", "transaction_date": "2026-03-19", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": -0.2923, "abnormal_return_60d": -0.2325, "abnormal_return_90d": -0.1749, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 24.0, "bill_count": 11, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 47.02, "contract_count": 0, "correlation_count": 11, "correlation_id": "rollup__quiver_2026-01-15_C001123_MEDP", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 29, "engine_version": "1.2.0", "industry": "Diagnostics & Research", "max_pair_score": 47.02, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 44.57, "ml_score_car": 49.33, "ml_score_distill": 44.57, "ml_shap_top3": [{"contribution": -14.0042, "factor": "jurisdiction_raw"}, {"contribution": 3.3964, "factor": "timing_raw"}, {"contribution": 1.5847, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": -0.0226, "factor": "jurisdiction_raw"}, {"contribution": 0.0146, "factor": "timing_raw"}, {"contribution": 0.0048, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": -14.0042, "factor": "jurisdiction_raw"}, {"contribution": 3.3964, "factor": "timing_raw"}, {"contribution": 1.5847, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 47.02, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.845244+00:00", "sector": "Healthcare", "severity_tier": "low", "ticker": "MEDP", "top_correlations": [{"composite_score": 47.02, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 34.99, "event_id": "hr7340-119", "event_summary": "Rebuild America\u2019s Schools Act of 2026", "event_type": "bill"}, {"composite_score": 32.46, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 32.46, "event_id": "hr7499-119", "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_type": "bill"}, {"composite_score": 32.46, "event_id": "hres1058-119", "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_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-15_C001123_MEDP", "transaction_date": "2026-01-15", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.3104, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 37.79, "bill_count": 28, "bioguide_id": "C001123", "chamber": "House", "company_name": "Cognizant Technology Solutions Corporation", "composite_score": 70.33, "contract_count": 9, "correlation_count": 37, "correlation_id": "rollup__quiver_2026-04-14_C001123_CTSH", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "IT Consulting & Other Services", "max_pair_score": 70.33, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 58.15, "ml_score_distill": 88.72, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.005, "factor": "timing_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.926676+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "CTSH", "top_correlations": [{"composite_score": 70.33, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 64.36, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 55.75, "event_id": "hr8563-119", "event_summary": "Investing in the American Dream Act", "event_type": "bill"}, {"composite_score": 54.46, "event_id": "hres1243-119", "event_summary": "Recognizing the significance of Asian American, Native Hawaiian, and Pacific Islander Heritage Month as an important time to celebrate the significant contributions of Asian Americans, Native Hawaiian", "event_type": "bill"}, {"composite_score": 52.36, "event_id": "hres1252-119", "event_summary": "Resolution memorializing law enforcement officers killed in the line of duty.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-14_C001123_CTSH", "transaction_date": "2026-04-14", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": -0.4133, "abnormal_return_60d": -0.4215, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 33.73, "bill_count": 21, "bioguide_id": "G000583", "chamber": "House", "company_name": "Tractor Supply Company", "composite_score": 65.26, "contract_count": 0, "correlation_count": 21, "correlation_id": "rollup__quiver_2026-04-09_G000583_TSCO", "correlation_type": "rollup", "disclosure_date": "2026-05-19", "disclosure_lag_days": 40, "engine_version": "1.2.0", "industry": "Specialty Retail", "max_pair_score": 65.26, "member_name": "Josh Gottheimer", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 36.5, "ml_score_distill": 78.56, "ml_shap_top3_car": [{"contribution": -0.0279, "factor": "jurisdiction_raw"}, {"contribution": 0.014, "factor": "disclosure_lag_raw"}, {"contribution": -0.0073, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": -14.4592, "factor": "jurisdiction_raw"}, {"contribution": 9.3944, "factor": "timing_raw"}, {"contribution": 9.2544, "factor": "disclosure_lag_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.947681+00:00", "sector": "Consumer Cyclical", "severity_tier": "medium", "ticker": "TSCO", "top_correlations": [{"composite_score": 65.26, "event_id": "hjres155-119", "event_summary": "Providing for congressional disapproval under chapter 8 of title 5, United States Code, of the rule submitted by the Department of Education relating to \"William D. Ford Federal Direct Loan (Direct Lo", "event_type": "bill"}, {"composite_score": 58.88, "event_id": "hr8250-119", "event_summary": "Parents Decide Act", "event_type": "bill"}, {"composite_score": 50.39, "event_id": "hr8402-119", "event_summary": "Civics Learning Act of 2026", "event_type": "bill"}, {"composite_score": 48.91, "event_id": "hres1209-119", "event_summary": "Recognizing the significance of \"Community College Month\" in April as a celebration of more than 1,000 institutions throughout the United States supporting access to higher education, workforce traini", "event_type": "bill"}, {"composite_score": 46.5, "event_id": "hr8516-119", "event_summary": "American Leadership in AI Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-09_G000583_TSCO", "transaction_date": "2026-04-09", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0002, "abnormal_return_60d": -0.0, "abnormal_return_90d": 0.0001, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 22.27, "bill_count": 4, "bioguide_id": "B001236", "chamber": "Senate", "company_name": "", "composite_score": 27.75, "contract_count": 0, "correlation_count": 4, "correlation_id": "rollup__quiver_2025-12-24_B001236_SPYM", "correlation_type": "rollup", "disclosure_date": "2026-01-13", "disclosure_lag_days": 20, "engine_version": "1.2.0", "industry": "", "max_pair_score": 27.75, "member_name": "John Boozman", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 2.02, "ml_score_car": 40.88, "ml_score_distill": 2.02, "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_car": [{"contribution": -0.0211, "factor": "timing_raw"}, {"contribution": -0.0117, "factor": "jurisdiction_raw"}, {"contribution": 0.008, "factor": "disclosure_lag_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"}], "party": "R", "prev_composite_score": 27.75, "score_divergence": true, "scored_at": "2026-05-31T15:51:58.113402+00:00", "sector": "", "severity_tier": "low", "ticker": "SPYM", "top_correlations": [{"composite_score": 27.75, "event_id": "s3492-119", "event_summary": "Essential Caregivers Act of 2025", "event_type": "bill"}, {"composite_score": 23.32, "event_id": "s3456-119", "event_summary": "Law Enforcement Officer and Firefighter Recreation Pass Act", "event_type": "bill"}, {"composite_score": 19.22, "event_id": "s3366-119", "event_summary": "Back the Blue Act of 2025", "event_type": "bill"}, {"composite_score": 18.78, "event_id": "sres525-119", "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.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-24_B001236_SPYM", "transaction_date": "2025-12-24", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0005, "abnormal_return_60d": -0.053, "abnormal_return_90d": -0.1578, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.35, "bill_count": 16, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 61.98, "contract_count": 1, "correlation_count": 17, "correlation_id": "rollup__quiver_2026-01-28_C001123_VLTO", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 16, "engine_version": "1.2.0", "industry": "Pollution & Treatment Controls", "max_pair_score": 61.98, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 73.59, "ml_score_car": 56.91, "ml_score_distill": 73.59, "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"}], "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"}], "party": "D", "prev_composite_score": 61.98, "score_divergence": false, "scored_at": "2026-05-31T15:52:00.375181+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "VLTO", "top_correlations": [{"composite_score": 61.98, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}, {"composite_score": 55.75, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 55.75, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 55.08, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}, {"composite_score": 51.12, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-28_C001123_VLTO", "transaction_date": "2026-01-28", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.0005, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.83, "bill_count": 10, "bioguide_id": "B001291", "chamber": "House", "company_name": "Enbridge Inc", "composite_score": 60.89, "contract_count": 0, "correlation_count": 10, "correlation_id": "rollup__quiver_2026-05-05_B001291_ENB", "correlation_type": "rollup", "disclosure_date": "2026-05-18", "disclosure_lag_days": 13, "engine_version": "1.2.0", "industry": "Oil & Gas Midstream", "max_pair_score": 60.89, "member_name": "Brian Babin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 56.91, "ml_score_distill": 66.51, "ml_shap_top3_car": [{"contribution": -0.0139, "factor": "timing_raw"}, {"contribution": 0.0081, "factor": "jurisdiction_raw"}, {"contribution": 0.0066, "factor": "disclosure_lag_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"}], "party": "R", "scored_at": "2026-06-15T01:02:25.579190+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "ENB", "top_correlations": [{"composite_score": 60.89, "event_id": "hr2071-119", "event_summary": "Save Our Shrimpers Act", "event_type": "bill"}, {"composite_score": 59.88, "event_id": "hr8826-119", "event_summary": "In God We Trust Act", "event_type": "bill"}, {"composite_score": 48.62, "event_id": "hr8630-119", "event_summary": "PEAT Act of 2026", "event_type": "bill"}, {"composite_score": 46.21, "event_id": "hr8538-119", "event_summary": "Save America\u2019s Family Forests Act of 2026", "event_type": "bill"}, {"composite_score": 39.98, "event_id": "hres1205-119", "event_summary": "Encouraging military discounts in honor of the 250th anniversary of the United States.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-05_B001291_ENB", "transaction_date": "2026-05-05", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0007, "abnormal_return_60d": 0.1393, "abnormal_return_90d": 0.1686, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 44.42, "bill_count": 5, "bioguide_id": "L000595", "chamber": "House", "company_name": "", "composite_score": 57.23, "contract_count": 1, "correlation_count": 6, "correlation_id": "rollup__quiver_2026-02-12_L000595_AVGO", "correlation_type": "rollup", "disclosure_date": "2026-03-12", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 57.23, "member_name": "Julia Letlow", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 60.14, "ml_score_car": 55.37, "ml_score_distill": 60.14, "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"}], "ml_shap_top3_distill": [{"contribution": -7.4013, "factor": "timing_raw"}, {"contribution": 4.4379, "factor": "jurisdiction_raw"}, {"contribution": 1.7508, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 57.23, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.134063+00:00", "sector": "Information Technology", "severity_tier": "low", "ticker": "AVGO", "top_correlations": [{"composite_score": 57.23, "event_id": "hres1076-119", "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States.", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "hr7678-119", "event_summary": "Gun Owner Registration Information Protection Act", "event_type": "bill"}, {"composite_score": 49.56, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 36.59, "event_id": "hr7235-119", "event_summary": "Protecting Motherhood Act", "event_type": "bill"}, {"composite_score": 35.35, "event_id": "hr7156-119", "event_summary": "SCAM Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-12_L000595_AVGO", "transaction_date": "2026-02-12", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0011, "abnormal_return_60d": 0.1728, "abnormal_return_90d": 0.3045, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 38.73, "bill_count": 3, "bioguide_id": "M001236", "chamber": "House", "company_name": "", "composite_score": 46.18, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2025-12-10_M001236_VZ", "correlation_type": "rollup", "disclosure_date": "2025-12-19", "disclosure_lag_days": 9, "engine_version": "1.2.0", "industry": "Integrated Telecommunication Services", "max_pair_score": 46.18, "member_name": "Tim Moore", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 40.71, "ml_score_car": 51.82, "ml_score_distill": 40.71, "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_car": [{"contribution": -0.0246, "factor": "timing_raw"}, {"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.0068, "factor": "disclosure_lag_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"}], "party": "R", "prev_composite_score": 46.18, "score_divergence": false, "scored_at": "2026-05-31T15:51:56.962128+00:00", "sector": "Communication Services", "severity_tier": "low", "ticker": "VZ", "top_correlations": [{"composite_score": 46.18, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}, {"composite_score": 37.64, "event_id": "hr6191-119", "event_summary": "No Taxpayer Funded Abortion Travel for Illegal Aliens Act", "event_type": "bill"}, {"composite_score": 32.38, "event_id": "hr5469-119", "event_summary": "SHINE for Autumn Act of 2025", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-10_M001236_VZ", "transaction_date": "2025-12-10", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0012, "abnormal_return_60d": 0.2257, "abnormal_return_90d": 0.2505, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 48.69, "bill_count": 4, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 73.49, "contract_count": 1, "correlation_count": 5, "correlation_id": "rollup__quiver_2026-02-25_M001190_UNH", "correlation_type": "rollup", "disclosure_date": "2026-03-10", "disclosure_lag_days": 13, "engine_version": "1.2.0", "industry": "Managed Health Care", "max_pair_score": 73.49, "member_name": "Markwayne Mullin", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 96.7, "ml_score_car": 52.55, "ml_score_distill": 96.7, "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"}], "ml_shap_top3_distill": [{"contribution": 7.265, "factor": "timing_raw"}, {"contribution": 5.1823, "factor": "jurisdiction_raw"}, {"contribution": 2.4384, "factor": "amount_raw"}], "party": "R", "prev_composite_score": 73.49, "score_divergence": true, "scored_at": "2026-05-31T15:52:02.674060+00:00", "sector": "Health Care", "severity_tier": "medium", "ticker": "UNH", "top_correlations": [{"composite_score": 73.49, "event_id": "s3945-119", "event_summary": "Tribal Police Department Parity Act", "event_type": "bill"}, {"composite_score": 65.14, "event_id": "s3994-119", "event_summary": "PRIME Meat Processing in Indian Country Act", "event_type": "bill"}, {"composite_score": 35.86, "event_id": "SUB_2026-03-20_42HAL00174", "event_summary": "to ANIXTER INC | $56,901", "event_type": "contract"}, {"composite_score": 34.48, "event_id": "s3302-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act of 2025", "event_type": "bill"}, {"composite_score": 34.48, "event_id": "s3478-119", "event_summary": "Indian Buffalo Management Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-25_M001190_UNH", "transaction_date": "2026-02-25", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0017, "abnormal_return_60d": 0.0114, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 44.82, "bill_count": 16, "bioguide_id": "C001123", "chamber": "House", "company_name": "Applovin Corporation", "composite_score": 73.15, "contract_count": 0, "correlation_count": 16, "correlation_id": "rollup__quiver_2026-03-18_C001123_APP", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 20, "engine_version": "1.2.0", "industry": "Advertising Agencies", "max_pair_score": 73.15, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 84.44, "ml_score_distill": 93.12, "ml_shap_top3_car": [{"contribution": 0.0171, "factor": "timing_raw"}, {"contribution": 0.015, "factor": "amount_raw"}, {"contribution": 0.0115, "factor": "jurisdiction_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"}], "party": "D", "scored_at": "2026-06-15T01:02:26.543361+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "APP", "top_correlations": [{"composite_score": 73.15, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}, {"composite_score": 73.15, "event_id": "hr7973-119", "event_summary": "Momnibus Act", "event_type": "bill"}, {"composite_score": 69.74, "event_id": "hr8031-119", "event_summary": "To repeal the Executive order entitled \"Ensuring a National Policy Framework for Artificial Intelligence\".", "event_type": "bill"}, {"composite_score": 58.29, "event_id": "hr8163-119", "event_summary": "Provider Reimbursement Stability Act of 2026", "event_type": "bill"}, {"composite_score": 55.62, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-18_C001123_APP", "transaction_date": "2026-03-18", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0022, "abnormal_return_60d": 0.0197, "abnormal_return_90d": 0.023, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 23.18, "bill_count": 14, "bioguide_id": "C001068", "chamber": "House", "company_name": "", "composite_score": 54.73, "contract_count": 0, "correlation_count": 14, "correlation_id": "rollup__quiver_2025-12-17_C001068_OZKAP", "correlation_type": "rollup", "disclosure_date": "2026-01-14", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Banks - Regional", "max_pair_score": 54.73, "member_name": "Steve Cohen", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 54.11, "ml_score_car": 67.7, "ml_score_distill": 54.11, "ml_shap_top3": [{"contribution": -15.1916, "factor": "jurisdiction_raw"}, {"contribution": 8.7388, "factor": "timing_raw"}, {"contribution": 1.6283, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0161, "factor": "timing_raw"}, {"contribution": 0.0138, "factor": "amount_raw"}, {"contribution": -0.0131, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": -15.1916, "factor": "jurisdiction_raw"}, {"contribution": 8.7388, "factor": "timing_raw"}, {"contribution": 1.6283, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 54.73, "score_divergence": false, "scored_at": "2026-05-31T15:51:57.419535+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "OZKAP", "top_correlations": [{"composite_score": 54.73, "event_id": "hr6819-119", "event_summary": "Bridge to Summer Nutrition Act of 2025", "event_type": "bill"}, {"composite_score": 37.19, "event_id": "hr6731-119", "event_summary": "Restore Trust in Government Act", "event_type": "bill"}, {"composite_score": 31.93, "event_id": "hr7095-119", "event_summary": "Ending Importation of Laundered Russian Oil Act", "event_type": "bill"}, {"composite_score": 30.0, "event_id": "hr6609-119", "event_summary": "Pharmacists Fight Back in Medicare and Medicaid Act", "event_type": "bill"}, {"composite_score": 23.32, "event_id": "hr6423-119", "event_summary": "HELP Copays Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-17_C001068_OZKAP", "transaction_date": "2025-12-17", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0031, "abnormal_return_60d": 0.0411, "abnormal_return_90d": -0.0075, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 48.92, "bill_count": 11, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 73.47, "contract_count": 0, "correlation_count": 11, "correlation_id": "rollup__quiver_2026-01-09_C001123_GE", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 73.47, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 94.0, "ml_score_car": 71.13, "ml_score_distill": 94.0, "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"}], "ml_shap_top3_distill": [{"contribution": 4.5762, "factor": "jurisdiction_raw"}, {"contribution": 4.5065, "factor": "disclosure_lag_raw"}, {"contribution": 3.3658, "factor": "timing_raw"}], "party": "D", "prev_composite_score": 73.47, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.310428+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "GE", "top_correlations": [{"composite_score": 73.47, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 72.04, "event_id": "hres993-119", "event_summary": "Recognizing and expressing support for the Iranian people protesting for a free and democratic Iran.", "event_type": "bill"}, {"composite_score": 64.37, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 56.44, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}, {"composite_score": 42.47, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-09_C001123_GE", "transaction_date": "2026-01-09", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0034, "abnormal_return_60d": -0.036, "abnormal_return_90d": -0.0118, "amount_lower": 1000001, "amount_range": "1000001.0", "avg_pair_score": 43.41, "bill_count": 4, "bioguide_id": "M001243", "chamber": "Senate", "company_name": "", "composite_score": 53.55, "contract_count": 0, "correlation_count": 4, "correlation_id": "rollup__quiver_2026-01-23_M001243_GS", "correlation_type": "rollup", "disclosure_date": "2026-02-22", "disclosure_lag_days": 30, "engine_version": "1.2.0", "industry": "Investment Banking & Brokerage", "max_pair_score": 53.55, "member_name": "David H. McCormick", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 50.38, "ml_score_car": 45.24, "ml_score_distill": 50.38, "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_car": [{"contribution": -0.0229, "factor": "amount_raw"}, {"contribution": -0.0149, "factor": "timing_raw"}, {"contribution": 0.0135, "factor": "jurisdiction_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"}], "party": "R", "prev_composite_score": 53.55, "score_divergence": false, "scored_at": "2026-05-31T15:52:00.239602+00:00", "sector": "Financials", "severity_tier": "low", "ticker": "GS", "top_correlations": [{"composite_score": 53.55, "event_id": "s3659-119", "event_summary": "SECURE Minerals Act of 2026", "event_type": "bill"}, {"composite_score": 40.6, "event_id": "s3578-119", "event_summary": "Financial Stability Oversight Council Improvement Act of 2025", "event_type": "bill"}, {"composite_score": 39.75, "event_id": "s3080-119", "event_summary": "Nitazene Sanctions Act", "event_type": "bill"}, {"composite_score": 39.75, "event_id": "s3169-119", "event_summary": "UNLOCK Housing Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-23_M001243_GS", "transaction_date": "2026-01-23", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": 0.0035, "abnormal_return_60d": -0.0936, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 45.34, "bill_count": 23, "bioguide_id": "P000048", "chamber": "House", "company_name": "Dorchester Minerals, L.P.", "composite_score": 69.94, "contract_count": 0, "correlation_count": 23, "correlation_id": "rollup__quiver_2026-03-13_P000048_DMLP", "correlation_type": "rollup", "disclosure_date": "2026-04-15", "disclosure_lag_days": 33, "engine_version": "1.2.0", "industry": "Oil & Gas E&P", "max_pair_score": 69.94, "member_name": "August Lee Pfluger Ii", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 46.38, "ml_score_distill": 89.16, "ml_shap_top3_car": [{"contribution": -0.0265, "factor": "disclosure_lag_raw"}, {"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": 4.8091, "factor": "jurisdiction_raw"}, {"contribution": 3.1587, "factor": "timing_raw"}, {"contribution": 2.1365, "factor": "disclosure_lag_raw"}], "party": "R", "scored_at": "2026-06-11T02:26:56.861706+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "DMLP", "top_correlations": [{"composite_score": 69.94, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 68.6, "event_id": "hr7970-119", "event_summary": "STOP Nitazenes Act", "event_type": "bill"}, {"composite_score": 67.35, "event_id": "hr556-119", "event_summary": "Protecting Access for Hunters and Anglers Act", "event_type": "bill"}, {"composite_score": 66.19, "event_id": "hr8034-119", "event_summary": "Protecting America\u2019s Small Oil and Gas Producers and Rural Jobs Act", "event_type": "bill"}, {"composite_score": 60.68, "event_id": "hr8101-119", "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-13_P000048_DMLP", "transaction_date": "2026-03-13", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0042, "abnormal_return_60d": -0.0133, "abnormal_return_90d": -0.1255, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 44.8, "bill_count": 3, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 62.1, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2025-12-29_M001190_META", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Interactive Media & Services", "max_pair_score": 62.1, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 69.32, "ml_score_car": 51.28, "ml_score_distill": 69.32, "ml_shap_top3": [{"contribution": -5.7897, "factor": "timing_raw"}, {"contribution": 4.7963, "factor": "jurisdiction_raw"}, {"contribution": 1.959, "factor": "amount_raw"}], "ml_shap_top3_car": [{"contribution": -0.018, "factor": "timing_raw"}, {"contribution": 0.0098, "factor": "jurisdiction_raw"}, {"contribution": 0.0058, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": -5.7897, "factor": "timing_raw"}, {"contribution": 4.7963, "factor": "jurisdiction_raw"}, {"contribution": 1.959, "factor": "amount_raw"}], "party": "R", "prev_composite_score": 62.1, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.720354+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "META", "top_correlations": [{"composite_score": 62.1, "event_id": "s3606-119", "event_summary": "Fraud Accountability Act", "event_type": "bill"}, {"composite_score": 37.82, "event_id": "s3366-119", "event_summary": "Back the Blue Act of 2025", "event_type": "bill"}, {"composite_score": 34.48, "event_id": "s3041-119", "event_summary": "Tribal Warrant Fairness Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-29_M001190_META", "transaction_date": "2025-12-29", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0048, "abnormal_return_60d": 0.0808, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.78, "bill_count": 14, "bioguide_id": "A000379", "chamber": "House", "company_name": "Apple Inc.", "composite_score": 70.33, "contract_count": 5, "correlation_count": 19, "correlation_id": "rollup__quiver_2026-03-16_A000379_AAPL", "correlation_type": "rollup", "disclosure_date": "2026-03-31", "disclosure_lag_days": 15, "engine_version": "1.2.0", "industry": "Technology Hardware, Storage & Peripherals", "max_pair_score": 70.33, "member_name": "Mark Alford", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 58.15, "ml_score_distill": 88.72, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.005, "factor": "timing_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "R", "scored_at": "2026-06-14T01:23:30.057076+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "AAPL", "top_correlations": [{"composite_score": 70.33, "event_id": "hr7961-119", "event_summary": "H\u20131Bs for Physicians and the Healthcare Workforce Act", "event_type": "bill"}, {"composite_score": 58.94, "event_id": "hr8117-119", "event_summary": "Fair Treatment of Religious Organizations Act of 2026", "event_type": "bill"}, {"composite_score": 51.92, "event_id": "hr8205-119", "event_summary": "Accelerating Access to Critical Therapies for ALS Reauthorization Act of 2026", "event_type": "bill"}, {"composite_score": 49.95, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 49.95, "event_id": "hr7902-119", "event_summary": "Safeguarding Women from Chemical Abortion Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-16_A000379_AAPL", "transaction_date": "2026-03-16", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0049, "abnormal_return_60d": 0.0731, "abnormal_return_90d": 0.1097, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 47.25, "bill_count": 5, "bioguide_id": "H000273", "chamber": "Senate", "company_name": "", "composite_score": 75.26, "contract_count": 0, "correlation_count": 5, "correlation_id": "rollup__quiver_2026-02-05_H000273_SIRI", "correlation_type": "rollup", "disclosure_date": "2026-03-04", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Entertainment", "max_pair_score": 75.26, "member_name": "John Hickenlooper", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 93.64, "ml_score_car": 75.27, "ml_score_distill": 93.64, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7702, "factor": "timing_raw"}, {"contribution": 5.2066, "factor": "jurisdiction_raw"}, {"contribution": 1.4261, "factor": "amount_raw"}], "party": "D", "prev_composite_score": 75.26, "score_divergence": false, "scored_at": "2026-05-31T15:52:01.423153+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "SIRI", "top_correlations": [{"composite_score": 75.26, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 55.08, "event_id": "s3952-119", "event_summary": "Future of Artificial Intelligence Innovation Act of 2026", "event_type": "bill"}, {"composite_score": 36.95, "event_id": "s3597-119", "event_summary": "National Quantum Initiative Reauthorization Act of 2026", "event_type": "bill"}, {"composite_score": 34.48, "event_id": "s3214-119", "event_summary": "Background Check Expansion Act", "event_type": "bill"}, {"composite_score": 34.48, "event_id": "s3257-119", "event_summary": "Mental Health in Aviation Act of 2025", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-05_H000273_SIRI", "transaction_date": "2026-02-05", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0059, "abnormal_return_60d": 0.1144, "abnormal_return_90d": 0.0699, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 22.79, "bill_count": 4, "bioguide_id": "T000278", "chamber": "Senate", "company_name": "", "composite_score": 31.93, "contract_count": 0, "correlation_count": 4, "correlation_id": "rollup__quiver_2025-12-17_T000278_XLP", "correlation_type": "rollup", "disclosure_date": "2026-01-15", "disclosure_lag_days": 29, "engine_version": "1.2.0", "industry": "", "max_pair_score": 31.93, "member_name": "Tommy Tuberville", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.97, "ml_score_car": 46.28, "ml_score_distill": 0.97, "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_car": [{"contribution": -0.0175, "factor": "timing_raw"}, {"contribution": -0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.009, "factor": "disclosure_lag_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"}], "party": "R", "prev_composite_score": 31.93, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.478938+00:00", "sector": "", "severity_tier": "low", "ticker": "XLP", "top_correlations": [{"composite_score": 31.93, "event_id": "s3653-119", "event_summary": "Veterans\u2019 Bill of Rights Act of 2026", "event_type": "bill"}, {"composite_score": 23.32, "event_id": "s3366-119", "event_summary": "Back the Blue Act of 2025", "event_type": "bill"}, {"composite_score": 21.94, "event_id": "s3314-119", "event_summary": "Written Informed Consent Act", "event_type": "bill"}, {"composite_score": 13.97, "event_id": "s3099-119", "event_summary": "DIRECT Act of 2025", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-17_T000278_XLP", "transaction_date": "2025-12-17", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0064, "abnormal_return_60d": 0.0375, "abnormal_return_90d": null, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 22.84, "bill_count": 4, "bioguide_id": "M001236", "chamber": "House", "company_name": "Harley-Davidson, Inc.", "composite_score": 33.8, "contract_count": 0, "correlation_count": 4, "correlation_id": "rollup__quiver_2026-04-07_M001236_HOG", "correlation_type": "rollup", "disclosure_date": "2026-04-28", "disclosure_lag_days": 21, "engine_version": "1.2.0", "industry": "Recreational Vehicles", "max_pair_score": 33.8, "member_name": "Tim Moore", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 47.35, "ml_score_distill": 12.38, "ml_shap_top3_car": [{"contribution": -0.0123, "factor": "timing_raw"}, {"contribution": -0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0077, "factor": "multiple_signals_raw"}], "ml_shap_top3_distill": [{"contribution": -16.2547, "factor": "jurisdiction_raw"}, {"contribution": -14.1379, "factor": "timing_raw"}, {"contribution": 2.5803, "factor": "amount_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.961850+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "HOG", "top_correlations": [{"composite_score": 33.8, "event_id": "hres1261-119", "event_summary": "Expressing support for the designation of the week of May 3 through May 9, 2026, as \"National Small Business Week\" to celebrate the contributions of small businesses and entrepreneurs in every communi", "event_type": "bill"}, {"composite_score": 25.43, "event_id": "hr3410-119", "event_summary": "Supersonic Aviation Modernization Act", "event_type": "bill"}, {"composite_score": 16.06, "event_id": "hr7548-119", "event_summary": "SCAM Act", "event_type": "bill"}, {"composite_score": 16.06, "event_id": "hr6955-119", "event_summary": "Main Street Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-07_M001236_HOG", "transaction_date": "2026-04-07", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0065, "abnormal_return_60d": -0.0559, "abnormal_return_90d": -0.0343, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 28.48, "bill_count": 3, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 45.78, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2025-12-29_M001190_NVDA", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 45.78, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 38.52, "ml_score_car": 28.87, "ml_score_distill": 38.52, "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_car": [{"contribution": -0.0267, "factor": "amount_raw"}, {"contribution": -0.0148, "factor": "jurisdiction_raw"}, {"contribution": 0.0093, "factor": "multiple_signals_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"}], "party": "R", "prev_composite_score": 45.78, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.774674+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "NVDA", "top_correlations": [{"composite_score": 45.78, "event_id": "s3606-119", "event_summary": "Fraud Accountability Act", "event_type": "bill"}, {"composite_score": 21.5, "event_id": "s3366-119", "event_summary": "Back the Blue Act of 2025", "event_type": "bill"}, {"composite_score": 18.16, "event_id": "s3041-119", "event_summary": "Tribal Warrant Fairness Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-29_M001190_NVDA", "transaction_date": "2025-12-29", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0074, "abnormal_return_60d": -0.0132, "abnormal_return_90d": 0.0036, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 44.62, "bill_count": 17, "bioguide_id": "J000309", "chamber": "House", "company_name": "", "composite_score": 72.9, "contract_count": 0, "correlation_count": 17, "correlation_id": "rollup__quiver_2026-01-20_J000309_JPM", "correlation_type": "rollup", "disclosure_date": "2026-02-23", "disclosure_lag_days": 34, "engine_version": "1.2.0", "industry": "Diversified Banks", "max_pair_score": 72.9, "member_name": "Jonathan Jackson", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 99.1, "ml_score_car": 43.8, "ml_score_distill": 99.1, "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_car": [{"contribution": -0.0319, "factor": "disclosure_lag_raw"}, {"contribution": 0.0134, "factor": "jurisdiction_raw"}, {"contribution": 0.0057, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": 6.9703, "factor": "timing_raw"}, {"contribution": 4.5809, "factor": "jurisdiction_raw"}, {"contribution": 3.8081, "factor": "disclosure_lag_raw"}], "party": "D", "prev_composite_score": 72.9, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.106136+00:00", "sector": "Financials", "severity_tier": "medium", "ticker": "JPM", "top_correlations": [{"composite_score": 72.9, "event_id": "hr7206-119", "event_summary": "Farm and Family Relief Act", "event_type": "bill"}, {"composite_score": 72.9, "event_id": "hr7220-119", "event_summary": "COINTELPRO Full Disclosure Act", "event_type": "bill"}, {"composite_score": 56.13, "event_id": "hres1056-119", "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_type": "bill"}, {"composite_score": 55.33, "event_id": "hr7521-119", "event_summary": "United States-Cuba Trade Act of 2026", "event_type": "bill"}, {"composite_score": 55.33, "event_id": "hr7531-119", "event_summary": "Healthy Families Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-20_J000309_JPM", "transaction_date": "2026-01-20", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0076, "abnormal_return_60d": -0.0338, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 44.58, "bill_count": 20, "bioguide_id": "M001218", "chamber": "House", "company_name": "Microsoft Corporation", "composite_score": 72.1, "contract_count": 5, "correlation_count": 25, "correlation_id": "rollup__quiver_2026-03-19_M001218_MSFT", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 19, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 72.1, "member_name": "Richard Dean Dr Mccormick", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.532348+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "MSFT", "top_correlations": [{"composite_score": 72.1, "event_id": "hr1958-119", "event_summary": "Deporting Fraudsters Act of 2026", "event_type": "bill"}, {"composite_score": 64.39, "event_id": "hr8057-119", "event_summary": "To amend title 38, United States Code, to modify the rate of pay for care or services provided under the Community Care Program of the Department of Veterans Affairs based on the location at which suc", "event_type": "bill"}, {"composite_score": 63.14, "event_id": "hres1137-119", "event_summary": "Recognizing the 100th anniversary of the creation of the Sporting Arms and Ammunition Manufacturers' Institute, Inc., and commending its work establishing industry standards that ensure the safe inter", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "hres1141-119", "event_summary": "Expressing support for the designation of March 26, 2026, as \"National Science Appreciation Day\".", "event_type": "bill"}, {"composite_score": 55.75, "event_id": "hr8179-119", "event_summary": "FETCH Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-19_M001218_MSFT", "transaction_date": "2026-03-19", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.0084, "abnormal_return_60d": -0.0589, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 26.31, "bill_count": 18, "bioguide_id": "B001236", "chamber": "Senate", "company_name": "JPMorgan BetaBuilders Europe ET", "composite_score": 45.77, "contract_count": 0, "correlation_count": 18, "correlation_id": "rollup__quiver_2026-03-19_B001236_BBEU", "correlation_type": "rollup", "disclosure_date": "2026-04-14", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "", "max_pair_score": 45.77, "member_name": "John Boozman", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 39.88, "ml_score_distill": 44.57, "ml_shap_top3_car": [{"contribution": -0.0202, "factor": "timing_raw"}, {"contribution": -0.0118, "factor": "jurisdiction_raw"}, {"contribution": 0.009, "factor": "disclosure_lag_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"}], "party": "R", "scored_at": "2026-06-15T01:02:26.536057+00:00", "sector": "", "severity_tier": "low", "ticker": "BBEU", "top_correlations": [{"composite_score": 45.77, "event_id": "s4197-119", "event_summary": "Veterans Outdoor Rehabilitation Act", "event_type": "bill"}, {"composite_score": 44.61, "event_id": "s4249-119", "event_summary": "FARM Stability Act", "event_type": "bill"}, {"composite_score": 44.61, "event_id": "s4220-119", "event_summary": "Veterans Health Administration Novel Therapeutics Preparedness Act", "event_type": "bill"}, {"composite_score": 44.61, "event_id": "s4233-119", "event_summary": "Save Struggling Hospitals Act", "event_type": "bill"}, {"composite_score": 44.61, "event_id": "s4221-119", "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-19_B001236_BBEU", "transaction_date": "2026-03-19", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": 0.0085, "abnormal_return_60d": 0.0493, "abnormal_return_90d": 0.2424, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 51.2, "bill_count": 50, "bioguide_id": "G000583", "chamber": "House", "company_name": "", "composite_score": 75.2, "contract_count": 2, "correlation_count": 52, "correlation_id": "rollup__quiver_2026-02-05_G000583_CMI", "correlation_type": "rollup", "disclosure_date": "2026-03-16", "disclosure_lag_days": 39, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 75.2, "member_name": "Josh Gottheimer", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 95.72, "ml_score_car": 92.28, "ml_score_distill": 95.72, "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_car": [{"contribution": 0.0227, "factor": "disclosure_lag_raw"}, {"contribution": 0.0142, "factor": "jurisdiction_raw"}, {"contribution": 0.0113, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 6.4967, "factor": "disclosure_lag_raw"}, {"contribution": 4.4956, "factor": "jurisdiction_raw"}, {"contribution": 2.8435, "factor": "timing_raw"}], "party": "D", "prev_composite_score": 75.2, "score_divergence": false, "scored_at": "2026-05-31T15:52:01.374426+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "CMI", "top_correlations": [{"composite_score": 75.2, "event_id": "hr7438-119", "event_summary": "PETSAFE Act of 2026", "event_type": "bill"}, {"composite_score": 72.62, "event_id": "hr7503-119", "event_summary": "Housing for Heroes Act of 2026", "event_type": "bill"}, {"composite_score": 72.62, "event_id": "hr7504-119", "event_summary": "Housing for America\u2019s Middle Class Act of 2026", "event_type": "bill"}, {"composite_score": 72.62, "event_id": "hr7506-119", "event_summary": "Decreasing Russian Oil Profits Act of 2026", "event_type": "bill"}, {"composite_score": 72.62, "event_id": "hr7516-119", "event_summary": "No Funds for Forced Labor Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-05_G000583_CMI", "transaction_date": "2026-02-05", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.0086, "abnormal_return_60d": -0.0082, "abnormal_return_90d": -0.1189, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 44.66, "bill_count": 20, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 71.39, "contract_count": 3, "correlation_count": 23, "correlation_id": "rollup__quiver_2026-02-10_C001123_GE", "correlation_type": "rollup", "disclosure_date": "2026-03-09", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 71.39, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.85, "ml_score_car": 65.26, "ml_score_distill": 90.85, "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"}], "ml_shap_top3_distill": [{"contribution": 6.9052, "factor": "timing_raw"}, {"contribution": 5.0115, "factor": "jurisdiction_raw"}, {"contribution": 1.3198, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 71.39, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.840954+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "GE", "top_correlations": [{"composite_score": 71.39, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 71.39, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 69.74, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}, {"composite_score": 59.99, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 59.99, "event_id": "hr7623-119", "event_summary": "Freedom House Ambulance Service Congressional Gold Medal Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-10_C001123_GE", "transaction_date": "2026-02-10", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.0089, "abnormal_return_60d": 0.0993, "abnormal_return_90d": -0.1579, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.74, "bill_count": 19, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 70.33, "contract_count": 2, "correlation_count": 21, "correlation_id": "rollup__quiver_2026-02-03_C001123_FINMF", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 10, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 70.33, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.72, "ml_score_car": 58.15, "ml_score_distill": 88.72, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 70.33, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.834099+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "FINMF", "top_correlations": [{"composite_score": 70.33, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}, {"composite_score": 60.89, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 60.89, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 59.88, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}, {"composite_score": 53.88, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-03_C001123_FINMF", "transaction_date": "2026-02-03", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.0096, "abnormal_return_60d": 0.0396, "abnormal_return_90d": -0.0692, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.12, "bill_count": 19, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 70.33, "contract_count": 2, "correlation_count": 21, "correlation_id": "rollup__quiver_2026-02-03_C001123_MHVYF", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 10, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 70.33, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.72, "ml_score_car": 58.15, "ml_score_distill": 88.72, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 70.33, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.854444+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "MHVYF", "top_correlations": [{"composite_score": 70.33, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}, {"composite_score": 60.89, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 60.89, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 59.88, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}, {"composite_score": 57.72, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-03_C001123_MHVYF", "transaction_date": "2026-02-03", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.01, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 43.72, "bill_count": 20, "bioguide_id": "K000376", "chamber": "House", "company_name": "Bristol-Myers Squibb Company", "composite_score": 69.46, "contract_count": 3, "correlation_count": 23, "correlation_id": "rollup__quiver_2026-05-07_K000376_BMY", "correlation_type": "rollup", "disclosure_date": "2026-06-11", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Pharmaceuticals", "max_pair_score": 69.46, "member_name": "Mike Kelly", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 31.36, "ml_score_distill": 87.66, "ml_shap_top3_car": [{"contribution": -0.0291, "factor": "timing_raw"}, {"contribution": 0.0129, "factor": "jurisdiction_raw"}, {"contribution": -0.0123, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": 4.6833, "factor": "disclosure_lag_raw"}, {"contribution": 4.3313, "factor": "jurisdiction_raw"}, {"contribution": 1.2312, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.571636+00:00", "sector": "Health Care", "severity_tier": "medium", "ticker": "BMY", "top_correlations": [{"composite_score": 69.46, "event_id": "hr8783-119", "event_summary": "To amend the Internal Revenue Code of 1986 to exclude from gross income charitable distributions from certain employer-sponsored retirement plans, and for other purposes.", "event_type": "bill"}, {"composite_score": 63.55, "event_id": "hr8892-119", "event_summary": "CAL Repayment Act", "event_type": "bill"}, {"composite_score": 56.44, "event_id": "hr1041-119", "event_summary": "Veterans 2nd Amendment Protection Act", "event_type": "bill"}, {"composite_score": 56.15, "event_id": "hres1338-119", "event_summary": "Supporting the designation of June as Family Month.", "event_type": "bill"}, {"composite_score": 50.43, "event_id": "hr227-119", "event_summary": "Clergy Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-07_K000376_BMY", "transaction_date": "2026-05-07", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0107, "abnormal_return_60d": -0.0626, "abnormal_return_90d": -0.0551, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 43.56, "bill_count": 9, "bioguide_id": "T000490", "chamber": "House", "company_name": "", "composite_score": 65.72, "contract_count": 2, "correlation_count": 11, "correlation_id": "rollup__quiver_2026-02-26_T000490_V", "correlation_type": "rollup", "disclosure_date": "2026-03-06", "disclosure_lag_days": 8, "engine_version": "1.2.0", "industry": "Transaction & Payment Processing Services", "max_pair_score": 65.72, "member_name": "David J. Taylor", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 80.11, "ml_score_car": 63.41, "ml_score_distill": 80.11, "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"}], "ml_shap_top3_distill": [{"contribution": 4.6852, "factor": "jurisdiction_raw"}, {"contribution": 2.8938, "factor": "timing_raw"}, {"contribution": 1.3044, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 65.72, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.817571+00:00", "sector": "Financials", "severity_tier": "medium", "ticker": "V", "top_correlations": [{"composite_score": 65.72, "event_id": "hr7747-119", "event_summary": "State Veterans Homes Inspection Simplification Act", "event_type": "bill"}, {"composite_score": 63.14, "event_id": "hr7809-119", "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_type": "bill"}, {"composite_score": 51.92, "event_id": "hr8028-119", "event_summary": "SNAP Fraud Reporting Act of 2026", "event_type": "bill"}, {"composite_score": 51.91, "event_id": "SUB_2026-02-27_40487291", "event_summary": "to AMPHENOL CORP | $30,043", "event_type": "contract"}, {"composite_score": 43.56, "event_id": "SUB_2026-03-05_D26P000282", "event_summary": "to AVIATRIX INC | $77,245", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-26_T000490_V", "transaction_date": "2026-02-26", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0108, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 35.17, "bill_count": 11, "bioguide_id": "T000490", "chamber": "House", "company_name": "Visa Inc.", "composite_score": 53.67, "contract_count": 10, "correlation_count": 21, "correlation_id": "rollup__quiver_2026-04-27_T000490_V", "correlation_type": "rollup", "disclosure_date": "2026-05-07", "disclosure_lag_days": 10, "engine_version": "1.2.0", "industry": "Transaction & Payment Processing Services", "max_pair_score": 53.67, "member_name": "David J. Taylor", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 48.8, "ml_score_distill": 53.37, "ml_shap_top3_car": [{"contribution": -0.0121, "factor": "jurisdiction_raw"}, {"contribution": 0.0051, "factor": "timing_raw"}, {"contribution": 0.0032, "factor": "multiple_signals_raw"}], "ml_shap_top3_distill": [{"contribution": -14.9246, "factor": "jurisdiction_raw"}, {"contribution": 8.6151, "factor": "timing_raw"}, {"contribution": 1.6328, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.589703+00:00", "sector": "Financials", "severity_tier": "low", "ticker": "V", "top_correlations": [{"composite_score": 53.67, "event_id": "SUB_2026-04-27_5500371963", "event_summary": "to BMT AEROSPACE USA, INC | $947,232", "event_type": "contract"}, {"composite_score": 53.67, "event_id": "SUB_2026-04-27_550037189U1", "event_summary": "to BMT AEROSPACE USA, INC | $335,551", "event_type": "contract"}, {"composite_score": 50.76, "event_id": "hres1310-119", "event_summary": "Expressing support for continued efforts to safeguard Medicare, Medicaid, and other Federal health care programs from fraud, waste, abuse, and improper payments through strengthened program integrity ", "event_type": "bill"}, {"composite_score": 50.76, "event_id": "hr8957-119", "event_summary": "American Reserve Modernization Act of 2026", "event_type": "bill"}, {"composite_score": 43.56, "event_id": "SUB_2026-05-04_PO26-02730", "event_summary": "to CUBIC DIGITAL INTELLIGENCE INC | $46,742", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-27_T000490_V", "transaction_date": "2026-04-27", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.011, "abnormal_return_60d": 0.0454, "abnormal_return_90d": 0.0274, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 28.14, "bill_count": 3, "bioguide_id": "H000273", "chamber": "Senate", "company_name": "", "composite_score": 36.24, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2026-01-14_H000273_TJX", "correlation_type": "rollup", "disclosure_date": "2026-02-06", "disclosure_lag_days": 23, "engine_version": "1.2.0", "industry": "Apparel Retail", "max_pair_score": 36.24, "member_name": "John Hickenlooper", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 14.63, "ml_score_car": 79.51, "ml_score_distill": 14.63, "ml_shap_top3": [{"contribution": -15.9703, "factor": "jurisdiction_raw"}, {"contribution": -11.3873, "factor": "timing_raw"}, {"contribution": 2.256, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0268, "factor": "timing_raw"}, {"contribution": 0.0079, "factor": "multiple_signals_raw"}, {"contribution": 0.0071, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": -15.9703, "factor": "jurisdiction_raw"}, {"contribution": -11.3873, "factor": "timing_raw"}, {"contribution": 2.256, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 36.24, "score_divergence": true, "scored_at": "2026-05-31T15:51:59.742035+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "TJX", "top_correlations": [{"composite_score": 36.24, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 32.11, "event_id": "s3597-119", "event_summary": "National Quantum Initiative Reauthorization Act of 2026", "event_type": "bill"}, {"composite_score": 16.06, "event_id": "s3257-119", "event_summary": "Mental Health in Aviation Act of 2025", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-14_H000273_TJX", "transaction_date": "2026-01-14", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0119, "abnormal_return_60d": 0.0562, "abnormal_return_90d": -0.0797, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.39, "bill_count": 14, "bioguide_id": "J000310", "chamber": "House", "company_name": "", "composite_score": 70.33, "contract_count": 0, "correlation_count": 14, "correlation_id": "rollup__quiver_2025-12-18_J000310_MMM", "correlation_type": "rollup", "disclosure_date": "2026-01-15", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Conglomerates", "max_pair_score": 70.33, "member_name": "Julie Johnson", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.72, "ml_score_car": 58.15, "ml_score_distill": 88.72, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 70.33, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.650807+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "MMM", "top_correlations": [{"composite_score": 70.33, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 52.92, "event_id": "hr6731-119", "event_summary": "Restore Trust in Government Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hres1001-119", "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_type": "bill"}, {"composite_score": 49.56, "event_id": "hr7088-119", "event_summary": "NO NATO for Purchase Act", "event_type": "bill"}, {"composite_score": 49.56, "event_id": "hr7119-119", "event_summary": "DHS Use of Force Oversight Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-18_J000310_MMM", "transaction_date": "2025-12-18", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0123, "abnormal_return_60d": -0.0849, "abnormal_return_90d": -0.0703, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 43.8, "bill_count": 24, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 71.39, "contract_count": 1, "correlation_count": 25, "correlation_id": "rollup__quiver_2026-02-10_C001123_MSFT", "correlation_type": "rollup", "disclosure_date": "2026-03-09", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 71.39, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.85, "ml_score_car": 65.26, "ml_score_distill": 90.85, "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"}], "ml_shap_top3_distill": [{"contribution": 6.9052, "factor": "timing_raw"}, {"contribution": 5.0115, "factor": "jurisdiction_raw"}, {"contribution": 1.3198, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 71.39, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.880571+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "MSFT", "top_correlations": [{"composite_score": 71.39, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 71.39, "event_id": "hr7499-119", "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_type": "bill"}, {"composite_score": 71.39, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 69.74, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}, {"composite_score": 59.99, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-10_C001123_MSFT", "transaction_date": "2026-02-10", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0127, "abnormal_return_60d": 0.0187, "abnormal_return_90d": 0.0172, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 23.49, "bill_count": 10, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 54.73, "contract_count": 0, "correlation_count": 10, "correlation_id": "rollup__quiver_2025-12-19_C001123_NVDA", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 54.73, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 54.11, "ml_score_car": 67.7, "ml_score_distill": 54.11, "ml_shap_top3": [{"contribution": -15.1916, "factor": "jurisdiction_raw"}, {"contribution": 8.7388, "factor": "timing_raw"}, {"contribution": 1.6283, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0161, "factor": "timing_raw"}, {"contribution": 0.0138, "factor": "amount_raw"}, {"contribution": -0.0131, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": -15.1916, "factor": "jurisdiction_raw"}, {"contribution": 8.7388, "factor": "timing_raw"}, {"contribution": 1.6283, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 54.73, "score_divergence": false, "scored_at": "2026-05-31T15:51:57.951846+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "NVDA", "top_correlations": [{"composite_score": 54.73, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 32.75, "event_id": "hres996-119", "event_summary": "Impeaching Kristi Lynn Arnold Noem, Secretary of Homeland Security, for high crimes and misdemeanors.", "event_type": "bill"}, {"composite_score": 26.74, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 21.32, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}, {"composite_score": 20.74, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-19_C001123_NVDA", "transaction_date": "2025-12-19", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0128, "abnormal_return_60d": 0.0381, "abnormal_return_90d": 0.0232, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 59.44, "bill_count": 2, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 71.39, "contract_count": 2, "correlation_count": 4, "correlation_id": "rollup__quiver_2026-02-04_M001190_APG", "correlation_type": "rollup", "disclosure_date": "2026-03-02", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Engineering & Construction", "max_pair_score": 71.39, "member_name": "Markwayne Mullin", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.85, "ml_score_car": 65.26, "ml_score_distill": 90.85, "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"}], "ml_shap_top3_distill": [{"contribution": 6.9052, "factor": "timing_raw"}, {"contribution": 5.0115, "factor": "jurisdiction_raw"}, {"contribution": 1.3198, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 71.39, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.138890+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "APG", "top_correlations": [{"composite_score": 71.39, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 63.03, "event_id": "sres606-119", "event_summary": "A resolution condemning the Government of Iran for its suppression of the right of Iranians to peacefully assemble.", "event_type": "bill"}, {"composite_score": 52.18, "event_id": "SUB_2026-02-27_0000001582-0", "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558", "event_type": "contract"}, {"composite_score": 51.17, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-04_M001190_APG", "transaction_date": "2026-02-04", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0135, "abnormal_return_60d": 0.5938, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 36.13, "bill_count": 20, "bioguide_id": "M001217", "chamber": "House", "company_name": "Palo Alto Networks, Inc.", "composite_score": 52.36, "contract_count": 9, "correlation_count": 29, "correlation_id": "rollup__quiver_2026-03-31_M001217_PANW", "correlation_type": "rollup", "disclosure_date": "2026-04-30", "disclosure_lag_days": 30, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 52.36, "member_name": "Jared Moskowitz", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 100.0, "ml_score_distill": 55.43, "ml_shap_top3_car": [{"contribution": 0.0548, "factor": "timing_raw"}, {"contribution": 0.0203, "factor": "jurisdiction_raw"}, {"contribution": 0.0068, "factor": "disclosure_lag_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"}], "party": "D", "scored_at": "2026-06-15T01:02:26.255229+00:00", "sector": "Information Technology", "severity_tier": "low", "ticker": "PANW", "top_correlations": [{"composite_score": 52.36, "event_id": "hr8368-119", "event_summary": "To appropriate funds for the Federal Emergency Management Agency's Disaster Relief Fund, and for other purposes.", "event_type": "bill"}, {"composite_score": 51.92, "event_id": "hr8419-119", "event_summary": "To designate the facility of the United States Postal Service located at 3255 Northwest 94th Avenue in Coral Springs, Florida, as the \"Nancy Metayer Post Office Building\".", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 49.07, "event_id": "hres1239-119", "event_summary": "Condemning antisemitic hate-filled rhetoric and content disseminated by prominent online personalities, and urging social media platforms and public leaders to denounce and address such conduct.", "event_type": "bill"}, {"composite_score": 49.07, "event_id": "hres1251-119", "event_summary": "Calling on elected officials and civil society leaders to counter antisemitism and educate the public on the contributions of the Jewish-American community.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-31_M001217_PANW", "transaction_date": "2026-03-31", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.014, "abnormal_return_60d": -0.0541, "abnormal_return_90d": -0.1608, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 36.69, "bill_count": 0, "bioguide_id": "M000355", "chamber": "Senate", "company_name": "", "composite_score": 43.09, "contract_count": 2, "correlation_count": 2, "correlation_id": "rollup__quiver_2026-03-01_M000355_WFC", "correlation_type": "rollup", "disclosure_date": "2026-03-19", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Diversified Banks", "max_pair_score": 43.09, "member_name": "A. Mitchell Jr. McConnell", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 43.94, "ml_score_distill": 39.33, "ml_shap_top3_car": [{"contribution": -0.0165, "factor": "jurisdiction_raw"}, {"contribution": -0.0162, "factor": "multiple_signals_raw"}, {"contribution": 0.0155, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": -14.3347, "factor": "jurisdiction_raw"}, {"contribution": 5.9091, "factor": "timing_raw"}, {"contribution": -3.2793, "factor": "multiple_signals_raw"}], "party": "R", "prev_composite_score": 43.09, "scored_at": "2026-05-31T15:52:02.865754+00:00", "sector": "Financials", "severity_tier": "low", "ticker": "WFC", "top_correlations": [{"composite_score": 43.09, "event_id": "SUB_2026-03-05_D26P000282", "event_summary": "to AVIATRIX INC | $77,245", "event_type": "contract"}, {"composite_score": 30.29, "event_id": "SUB_2026-02-27_40487291", "event_summary": "to AMPHENOL CORP | $30,043", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-01_M000355_WFC", "transaction_date": "2026-03-01", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0156, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.51, "bill_count": 10, "bioguide_id": "C001047", "chamber": "Senate", "company_name": "Broadcom Inc.", "composite_score": 70.33, "contract_count": 9, "correlation_count": 19, "correlation_id": "rollup__quiver_2026-04-13_C001047_AVGO", "correlation_type": "rollup", "disclosure_date": "2026-05-07", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 70.33, "member_name": "Shelley Moore Capito", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 58.15, "ml_score_distill": 88.72, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.005, "factor": "timing_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "R", "scored_at": "2026-06-15T01:02:25.942443+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "AVGO", "top_correlations": [{"composite_score": 70.33, "event_id": "sres668-119", "event_summary": "A resolution designating April 2026 as \"Second Chance Month\".", "event_type": "bill"}, {"composite_score": 67.16, "event_id": "s4318-119", "event_summary": "Breast Cancer Stamp Reauthorization Act", "event_type": "bill"}, {"composite_score": 55.75, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 55.75, "event_id": "s4394-119", "event_summary": "Promoting Police Leadership Act", "event_type": "bill"}, {"composite_score": 54.46, "event_id": "s4429-119", "event_summary": "Connected Vehicle Security Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-13_C001047_AVGO", "transaction_date": "2026-04-13", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0163, "abnormal_return_60d": -0.0537, "abnormal_return_90d": -0.0416, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 41.37, "bill_count": 3, "bioguide_id": "P000197", "chamber": "House", "company_name": "", "composite_score": 45.78, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2025-12-30_P000197_NVDA", "correlation_type": "rollup", "disclosure_date": "2026-01-23", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 45.78, "member_name": "Nancy Pelosi", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 38.52, "ml_score_car": 28.87, "ml_score_distill": 38.52, "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_car": [{"contribution": -0.0267, "factor": "amount_raw"}, {"contribution": -0.0148, "factor": "jurisdiction_raw"}, {"contribution": 0.0093, "factor": "multiple_signals_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"}], "party": "D", "prev_composite_score": 45.78, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.863034+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "NVDA", "top_correlations": [{"composite_score": 45.78, "event_id": "hr7004-119", "event_summary": "Public Integrity in Financial Prediction Markets Act of 2026", "event_type": "bill"}, {"composite_score": 41.92, "event_id": "hres996-119", "event_summary": "Impeaching Kristi Lynn Arnold Noem, Secretary of Homeland Security, for high crimes and misdemeanors.", "event_type": "bill"}, {"composite_score": 36.4, "event_id": "hjres144-119", "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_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-30_P000197_NVDA", "transaction_date": "2025-12-30", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0164, "abnormal_return_60d": -0.0396, "abnormal_return_90d": -0.0779, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 38.23, "bill_count": 7, "bioguide_id": "B001236", "chamber": "Senate", "company_name": "", "composite_score": 49.83, "contract_count": 1, "correlation_count": 8, "correlation_id": "rollup__quiver_2026-02-13_B001236_MSFT", "correlation_type": "rollup", "disclosure_date": "2026-03-06", "disclosure_lag_days": 21, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 49.83, "member_name": "John Boozman", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 48.39, "ml_score_car": 44.66, "ml_score_distill": 48.39, "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_car": [{"contribution": -0.012, "factor": "timing_raw"}, {"contribution": -0.0097, "factor": "amount_raw"}, {"contribution": 0.0069, "factor": "disclosure_lag_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"}], "party": "R", "prev_composite_score": 49.83, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.169012+00:00", "sector": "Information Technology", "severity_tier": "low", "ticker": "MSFT", "top_correlations": [{"composite_score": 49.83, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 45.12, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 44.11, "event_id": "s3771-119", "event_summary": "Department of Veterans Affairs Therapeutic Medical Physicist Pay Cap Relief Act of 2026", "event_type": "bill"}, {"composite_score": 39.31, "event_id": "s3726-119", "event_summary": "National Veterans Strategy Act of 2026", "event_type": "bill"}, {"composite_score": 33.53, "event_id": "s3667-119", "event_summary": "Life at Conception Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-13_B001236_MSFT", "transaction_date": "2026-02-13", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0164, "abnormal_return_60d": -0.0396, "abnormal_return_90d": -0.0779, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 47.02, "bill_count": 15, "bioguide_id": "K000383", "chamber": "Senate", "company_name": "", "composite_score": 63.36, "contract_count": 1, "correlation_count": 16, "correlation_id": "rollup__quiver_2026-02-13_K000383_MSFT", "correlation_type": "rollup", "disclosure_date": "2026-03-24", "disclosure_lag_days": 39, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 63.36, "member_name": "Angus King", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 74.79, "ml_score_car": 77.92, "ml_score_distill": 74.79, "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"}], "ml_shap_top3_distill": [{"contribution": -9.041, "factor": "timing_raw"}, {"contribution": 6.2944, "factor": "disclosure_lag_raw"}, {"contribution": 5.4842, "factor": "jurisdiction_raw"}], "party": "I", "prev_composite_score": 63.36, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.243790+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "MSFT", "top_correlations": [{"composite_score": 63.36, "event_id": "s3959-119", "event_summary": "Smarter Sentencing Act of 2026", "event_type": "bill"}, {"composite_score": 60.24, "event_id": "s4029-119", "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_type": "bill"}, {"composite_score": 59.3, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 59.3, "event_id": "sres641-119", "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_type": "bill"}, {"composite_score": 54.6, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-13_K000383_MSFT", "transaction_date": "2026-02-13", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": 0.0175, "abnormal_return_60d": -0.105, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 44.62, "bill_count": 21, "bioguide_id": "C001123", "chamber": "House", "company_name": "United Parcel Service, Inc.", "composite_score": 65.72, "contract_count": 14, "correlation_count": 35, "correlation_id": "rollup__quiver_2026-03-13_C001123_UPS", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "Integrated Freight & Logistics", "max_pair_score": 65.72, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 63.41, "ml_score_distill": 80.11, "ml_shap_top3_car": [{"contribution": 0.0085, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-11T02:26:56.622159+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "UPS", "top_correlations": [{"composite_score": 65.72, "event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_summary": "to OSHKOSH DEFENSE LLC | $960,267", "event_type": "contract"}, {"composite_score": 65.72, "event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_summary": "to OSHKOSH DEFENSE LLC | $191,384", "event_type": "contract"}, {"composite_score": 65.72, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 64.39, "event_id": "SUB_2026-03-18_L-20260770773", "event_summary": "to THE BOEING COMPANY | $128,134", "event_type": "contract"}, {"composite_score": 64.39, "event_id": "SUB_2026-03-18_ASPHALT TESTING SERVICES 25-106", "event_summary": "to ASPHALT TESTING SERVICES ATS, LLC | $353,500", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-13_C001123_UPS", "transaction_date": "2026-03-13", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.0176, "abnormal_return_60d": 0.0396, "abnormal_return_90d": 0.1061, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 49.95, "bill_count": 6, "bioguide_id": "L000595", "chamber": "House", "company_name": "", "composite_score": 59.93, "contract_count": 0, "correlation_count": 6, "correlation_id": "rollup__quiver_2026-02-02_L000595_CSCO", "correlation_type": "rollup", "disclosure_date": "2026-03-12", "disclosure_lag_days": 38, "engine_version": "1.2.0", "industry": "Communications Equipment", "max_pair_score": 59.93, "member_name": "Julia Letlow", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 69.46, "ml_score_car": 30.34, "ml_score_distill": 69.46, "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_car": [{"contribution": -0.0345, "factor": "disclosure_lag_raw"}, {"contribution": 0.0076, "factor": "jurisdiction_raw"}, {"contribution": -0.0045, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -11.1854, "factor": "timing_raw"}, {"contribution": 5.7717, "factor": "disclosure_lag_raw"}, {"contribution": 5.4851, "factor": "jurisdiction_raw"}], "party": "R", "prev_composite_score": 59.93, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.715063+00:00", "sector": "Information Technology", "severity_tier": "low", "ticker": "CSCO", "top_correlations": [{"composite_score": 59.93, "event_id": "hres1076-119", "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States.", "event_type": "bill"}, {"composite_score": 59.55, "event_id": "hr7678-119", "event_summary": "Gun Owner Registration Information Protection Act", "event_type": "bill"}, {"composite_score": 51.59, "event_id": "hr7235-119", "event_summary": "Protecting Motherhood Act", "event_type": "bill"}, {"composite_score": 49.12, "event_id": "hr7156-119", "event_summary": "SCAM Act", "event_type": "bill"}, {"composite_score": 39.75, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-02_L000595_CSCO", "transaction_date": "2026-02-02", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0178, "abnormal_return_60d": 0.0245, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 38.34, "bill_count": 34, "bioguide_id": "F000468", "chamber": "House", "company_name": "Microsoft Corporation", "composite_score": 63.14, "contract_count": 9, "correlation_count": 43, "correlation_id": "rollup__quiver_2026-04-08_F000468_MSFT", "correlation_type": "rollup", "disclosure_date": "2026-05-01", "disclosure_lag_days": 23, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 63.14, "member_name": "Elizabeth Fletcher", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 56.91, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": -0.0138, "factor": "timing_raw"}, {"contribution": 0.0077, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "disclosure_lag_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.955980+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "MSFT", "top_correlations": [{"composite_score": 63.14, "event_id": "hr8275-119", "event_summary": "Commission on Presidential Capacity to Discharge the Powers and Duties of the Office Act", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "hres1181-119", "event_summary": "Expressing support for the recognition of April as \"National Arab American Heritage Month\" (NAAHM) and celebrating the heritage and culture of Arab Americans in the United States.", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "hr7022-119", "event_summary": "Mystic Alerts Act", "event_type": "bill"}, {"composite_score": 55.75, "event_id": "hr8440-119", "event_summary": "ZELDIN Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-08_F000468_MSFT", "transaction_date": "2026-04-08", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.0178, "abnormal_return_60d": 0.1072, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 38.29, "bill_count": 25, "bioguide_id": "C001123", "chamber": "House", "company_name": "NVIDIA Corporation", "composite_score": 65.72, "contract_count": 3, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-03-13_C001123_NVDA", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 65.72, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 63.41, "ml_score_distill": 80.11, "ml_shap_top3_car": [{"contribution": 0.0085, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-11T02:26:56.628264+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "NVDA", "top_correlations": [{"composite_score": 65.72, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 64.39, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "hr8031-119", "event_summary": "To repeal the Executive order entitled \"Ensuring a National Policy Framework for Artificial Intelligence\".", "event_type": "bill"}, {"composite_score": 54.56, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 52.36, "event_id": "hr8175-119", "event_summary": "To amend title 10, United States Code, and the National Defense Authorization Act for Fiscal Year 1994, to codify and clarify gender neutral standards for members of certain Armed Forces, and for othe", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-13_C001123_NVDA", "transaction_date": "2026-03-13", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0178, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 28.1, "bill_count": 20, "bioguide_id": "C001123", "chamber": "House", "company_name": "Flex Ltd.", "composite_score": 58.24, "contract_count": 11, "correlation_count": 31, "correlation_id": "rollup__quiver_2026-05-11_C001123_FLEX", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Electronic Components", "max_pair_score": 58.24, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 88.05, "ml_score_distill": 65.29, "ml_shap_top3_car": [{"contribution": 0.0195, "factor": "timing_raw"}, {"contribution": 0.0156, "factor": "jurisdiction_raw"}, {"contribution": 0.0067, "factor": "multiple_signals_raw"}], "ml_shap_top3_distill": [{"contribution": -8.7832, "factor": "timing_raw"}, {"contribution": 5.5965, "factor": "jurisdiction_raw"}, {"contribution": 1.9701, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.191277+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "FLEX", "top_correlations": [{"composite_score": 58.24, "event_id": "SUB_2026-05-26_51109238", "event_summary": "to CDW GOVERNMENT LLC | $78,975", "event_type": "contract"}, {"composite_score": 53.43, "event_id": "hr8802-119", "event_summary": "January 6th Law Enforcement Heroes Compensation Fund Act", "event_type": "bill"}, {"composite_score": 45.44, "event_id": "SUB_2026-04-30_P-00042974", "event_summary": "to CDW GOVERNMENT LLC | $46,374", "event_type": "contract"}, {"composite_score": 44.62, "event_id": "SUB_2026-04-29_2601523", "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,137", "event_type": "contract"}, {"composite_score": 44.62, "event_id": "hr8914-119", "event_summary": "No Taxpayer-Funded Settlement Slush Funds Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-11_C001123_FLEX", "transaction_date": "2026-05-11", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0185, "abnormal_return_60d": 0.1007, "abnormal_return_90d": 0.187, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.9, "bill_count": 10, "bioguide_id": "C001047", "chamber": "Senate", "company_name": "", "composite_score": 55.08, "contract_count": 0, "correlation_count": 10, "correlation_id": "rollup__quiver_2026-02-09_C001047_AVGO", "correlation_type": "rollup", "disclosure_date": "2026-03-04", "disclosure_lag_days": 23, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 55.08, "member_name": "Shelley Moore Capito", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 60.14, "ml_score_car": 62.34, "ml_score_distill": 60.14, "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_car": [{"contribution": 0.0114, "factor": "jurisdiction_raw"}, {"contribution": -0.0109, "factor": "amount_raw"}, {"contribution": 0.0075, "factor": "disclosure_lag_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"}], "party": "R", "prev_composite_score": 55.08, "score_divergence": false, "scored_at": "2026-05-31T15:52:01.590619+00:00", "sector": "Information Technology", "severity_tier": "low", "ticker": "AVGO", "top_correlations": [{"composite_score": 55.08, "event_id": "s3900-119", "event_summary": "A bill to promote human rights, internet freedom and accountability in Iran, and for other purposes.", "event_type": "bill"}, {"composite_score": 54.46, "event_id": "s3917-119", "event_summary": "The Dalilah Law", "event_type": "bill"}, {"composite_score": 53.88, "event_id": "s3938-119", "event_summary": "TAP Promotion Act", "event_type": "bill"}, {"composite_score": 49.95, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 49.07, "event_id": "s4061-119", "event_summary": "RAYS Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-09_C001047_AVGO", "transaction_date": "2026-02-09", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0194, "abnormal_return_60d": 0.4507, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 46.86, "bill_count": 18, "bioguide_id": "M001217", "chamber": "House", "company_name": "Palo Alto Networks, Inc.", "composite_score": 62.1, "contract_count": 5, "correlation_count": 23, "correlation_id": "rollup__quiver_2026-03-23_M001217_PANW", "correlation_type": "rollup", "disclosure_date": "2026-04-30", "disclosure_lag_days": 38, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 62.1, "member_name": "Jared Moskowitz", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 22.75, "ml_score_distill": 74.23, "ml_shap_top3_car": [{"contribution": -0.0421, "factor": "disclosure_lag_raw"}, {"contribution": -0.0222, "factor": "jurisdiction_raw"}, {"contribution": 0.0133, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": -14.2391, "factor": "jurisdiction_raw"}, {"contribution": 9.4866, "factor": "timing_raw"}, {"contribution": 7.2892, "factor": "disclosure_lag_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.277624+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "PANW", "top_correlations": [{"composite_score": 62.1, "event_id": "SUB_2026-03-23_Y260001944", "event_summary": "to TERADYNE, INC | $31,838", "event_type": "contract"}, {"composite_score": 62.1, "event_id": "SUB_2026-03-23_SVI-2319057-TCI-2544", "event_summary": "to TIDEWATER CONTRACTING, INC. | $195,421", "event_type": "contract"}, {"composite_score": 57.98, "event_id": "hr8368-119", "event_summary": "To appropriate funds for the Federal Emergency Management Agency's Disaster Relief Fund, and for other purposes.", "event_type": "bill"}, {"composite_score": 57.73, "event_id": "hr8419-119", "event_summary": "To designate the facility of the United States Postal Service located at 3255 Northwest 94th Avenue in Coral Springs, Florida, as the \"Nancy Metayer Post Office Building\".", "event_type": "bill"}, {"composite_score": 57.04, "event_id": "hr7973-119", "event_summary": "Momnibus Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-23_M001217_PANW", "transaction_date": "2026-03-23", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0198, "abnormal_return_60d": 0.242, "abnormal_return_90d": 0.3652, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 40.71, "bill_count": 8, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 72.1, "contract_count": 0, "correlation_count": 8, "correlation_id": "rollup__quiver_2025-12-19_C001123_GEV", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 72.1, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.59, "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 72.1, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.877509+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "GEV", "top_correlations": [{"composite_score": 72.1, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 44.11, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 38.69, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}, {"composite_score": 38.69, "event_id": "hr6391-119", "event_summary": "Save Oak Flat from Foreign Mining Act", "event_type": "bill"}, {"composite_score": 36.15, "event_id": "hr6318-119", "event_summary": "No GOUGE Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-19_C001123_GEV", "transaction_date": "2025-12-19", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0207, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 46.58, "bill_count": 31, "bioguide_id": "J000309", "chamber": "House", "company_name": "Visa Inc.", "composite_score": 72.04, "contract_count": 10, "correlation_count": 41, "correlation_id": "rollup__quiver_2026-04-24_J000309_V", "correlation_type": "rollup", "disclosure_date": "2026-05-27", "disclosure_lag_days": 33, "engine_version": "1.2.0", "industry": "Transaction & Payment Processing Services", "max_pair_score": 72.04, "member_name": "Jonathan Jackson", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 50.18, "ml_score_distill": 93.78, "ml_shap_top3_car": [{"contribution": -0.0192, "factor": "disclosure_lag_raw"}, {"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.0049, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": 4.9715, "factor": "jurisdiction_raw"}, {"contribution": 3.3556, "factor": "timing_raw"}, {"contribution": 2.0251, "factor": "disclosure_lag_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.600817+00:00", "sector": "Financials", "severity_tier": "medium", "ticker": "V", "top_correlations": [{"composite_score": 72.04, "event_id": "hr8547-119", "event_summary": "'Directly Impacted Child Rehab and Safety Act", "event_type": "bill"}, {"composite_score": 72.04, "event_id": "hr8541-119", "event_summary": "Long-Term Care Workforce Support Act", "event_type": "bill"}, {"composite_score": 69.46, "event_id": "hres1249-119", "event_summary": "Unhoused Persons Bill of Rights", "event_type": "bill"}, {"composite_score": 62.78, "event_id": "hr8718-119", "event_summary": "Countering Russia\u2019s Forced Recruitment and Kidnapping in Africa Act", "event_type": "bill"}, {"composite_score": 62.78, "event_id": "hr8690-119", "event_summary": "Pregnant Women in Custody Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-24_J000309_V", "transaction_date": "2026-04-24", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0226, "abnormal_return_60d": -0.0843, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 50.13, "bill_count": 18, "bioguide_id": "S000168", "chamber": "House", "company_name": "FedEx Corporation", "composite_score": 76.31, "contract_count": 16, "correlation_count": 34, "correlation_id": "rollup__quiver_2026-03-19_S000168_FDX", "correlation_type": "rollup", "disclosure_date": "2026-04-21", "disclosure_lag_days": 33, "engine_version": "1.2.0", "industry": "Integrated Freight & Logistics", "max_pair_score": 76.31, "member_name": "Maria Elvira Salazar", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 70.49, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": 0.0316, "factor": "timing_raw"}, {"contribution": -0.027, "factor": "disclosure_lag_raw"}, {"contribution": 0.0114, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 8.2381, "factor": "timing_raw"}, {"contribution": 5.1715, "factor": "jurisdiction_raw"}, {"contribution": 2.5055, "factor": "disclosure_lag_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.539179+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "FDX", "top_correlations": [{"composite_score": 76.31, "event_id": "SUB_2026-03-19_DL-60827", "event_summary": "to JOHNSON CONTROLS, INC. | $42,592", "event_type": "contract"}, {"composite_score": 69.94, "event_id": "SUB_2026-03-23_SVI-2319057-ABM-6558", "event_summary": "to ABM ELECTRICAL POWER SOLUTIONS LLC | $38,760", "event_type": "contract"}, {"composite_score": 67.35, "event_id": "SUB_2026-03-25_F-CEIRR-IDPCC-0842021-02 MOD 07", "event_summary": "to ICF MACRO INC | $194,980", "event_type": "contract"}, {"composite_score": 67.35, "event_id": "SUB_2026-03-25_SVI-2319010-CAT-F112", "event_summary": "to CATERPILLAR INC | $369,222", "event_type": "contract"}, {"composite_score": 67.35, "event_id": "SUB_2026-03-25_D26P000395", "event_summary": "to THE BOEING COMPANY | $135,778", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-19_S000168_FDX", "transaction_date": "2026-03-19", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.023, "abnormal_return_60d": 0.0639, "abnormal_return_90d": 0.0958, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 29.14, "bill_count": 24, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 55.53, "contract_count": 0, "correlation_count": 24, "correlation_id": "rollup__quiver_2026-02-09_C001123_TSM", "correlation_type": "rollup", "disclosure_date": "2026-03-09", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 55.53, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 52.11, "ml_score_car": 0.0, "ml_score_distill": 52.11, "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_car": [{"contribution": -0.0494, "factor": "amount_raw"}, {"contribution": -0.0264, "factor": "timing_raw"}, {"contribution": -0.0128, "factor": "jurisdiction_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"}], "party": "D", "prev_composite_score": 55.53, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.629576+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "TSM", "top_correlations": [{"composite_score": 55.53, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 55.53, "event_id": "hr7499-119", "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_type": "bill"}, {"composite_score": 55.53, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 54.0, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}, {"composite_score": 44.9, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-09_C001123_TSM", "transaction_date": "2026-02-09", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0243, "abnormal_return_60d": 0.0027, "abnormal_return_90d": -0.0912, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 48.86, "bill_count": 18, "bioguide_id": "P000048", "chamber": "House", "company_name": "", "composite_score": 69.35, "contract_count": 0, "correlation_count": 18, "correlation_id": "rollup__quiver_2026-02-10_P000048_WBD", "correlation_type": "rollup", "disclosure_date": "2026-03-19", "disclosure_lag_days": 37, "engine_version": "1.2.0", "industry": "Entertainment", "max_pair_score": 69.35, "member_name": "August Lee Pfluger Ii", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 85.26, "ml_score_car": 38.61, "ml_score_distill": 85.26, "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_car": [{"contribution": -0.0258, "factor": "timing_raw"}, {"contribution": 0.0117, "factor": "jurisdiction_raw"}, {"contribution": -0.0091, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": 5.2154, "factor": "jurisdiction_raw"}, {"contribution": 5.0325, "factor": "disclosure_lag_raw"}, {"contribution": -1.4765, "factor": "timing_raw"}], "party": "R", "prev_composite_score": 69.35, "score_divergence": true, "scored_at": "2026-05-31T15:52:02.058504+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "WBD", "top_correlations": [{"composite_score": 69.35, "event_id": "hr7592-119", "event_summary": "Zero-Based Regulatory Budgeting to Unleash American Energy Act of 2026", "event_type": "bill"}, {"composite_score": 63.84, "event_id": "hr7651-119", "event_summary": "Chloe Cole Act of 2026", "event_type": "bill"}, {"composite_score": 63.12, "event_id": "hres1076-119", "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States.", "event_type": "bill"}, {"composite_score": 62.45, "event_id": "hr7678-119", "event_summary": "Gun Owner Registration Information Protection Act", "event_type": "bill"}, {"composite_score": 59.29, "event_id": "hr7759-119", "event_summary": "Afghanistan Vetting and Accountability Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-10_P000048_WBD", "transaction_date": "2026-02-10", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.025, "abnormal_return_60d": 0.155, "abnormal_return_90d": 0.2107, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 40.17, "bill_count": 9, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 52.83, "contract_count": 0, "correlation_count": 9, "correlation_id": "rollup__quiver_2025-12-24_C001123_ETN", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 19, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 52.83, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 55.43, "ml_score_car": 100.0, "ml_score_distill": 55.43, "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_car": [{"contribution": 0.0544, "factor": "timing_raw"}, {"contribution": 0.0203, "factor": "jurisdiction_raw"}, {"contribution": 0.0073, "factor": "disclosure_lag_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"}], "party": "D", "prev_composite_score": 52.83, "score_divergence": true, "scored_at": "2026-05-31T15:51:58.156587+00:00", "sector": "Industrials", "severity_tier": "low", "ticker": "ETN", "top_correlations": [{"composite_score": 52.83, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 48.62, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 39.98, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 36.15, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-24_C001123_ETN", "transaction_date": "2025-12-24", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0258, "abnormal_return_60d": -0.0147, "abnormal_return_90d": -0.0796, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 19.47, "bill_count": 5, "bioguide_id": "K000398", "chamber": "House", "company_name": "", "composite_score": 28.84, "contract_count": 0, "correlation_count": 5, "correlation_id": "rollup__quiver_2026-01-23_K000398_MKL", "correlation_type": "rollup", "disclosure_date": "2026-02-19", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Insurance - Property & Casualty", "max_pair_score": 28.84, "member_name": "Thomas H. Kean Jr", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 1.95, "ml_score_car": 40.88, "ml_score_distill": 1.95, "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_car": [{"contribution": -0.0215, "factor": "timing_raw"}, {"contribution": -0.0117, "factor": "jurisdiction_raw"}, {"contribution": 0.008, "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"}], "party": "R", "prev_composite_score": 28.84, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.184652+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "MKL", "top_correlations": [{"composite_score": 28.84, "event_id": "hr7137-119", "event_summary": "Shutdown Fairness Act", "event_type": "bill"}, {"composite_score": 25.8, "event_id": "hr7033-119", "event_summary": "Federal Correctional Officer Paycheck Protection Act of 2026", "event_type": "bill"}, {"composite_score": 14.81, "event_id": "hr6856-119", "event_summary": "Peace Through Strength Against Russia Act of 2025", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "hr5891-119", "event_summary": "Withhold Member Pay During Shutdowns Act", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "hr6575-119", "event_summary": "CommonGround for Affordable Health Care Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-23_K000398_MKL", "transaction_date": "2026-01-23", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0266, "abnormal_return_60d": 0.0332, "abnormal_return_90d": -0.0065, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 47.87, "bill_count": 11, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 72.42, "contract_count": 0, "correlation_count": 11, "correlation_id": "rollup__quiver_2026-01-09_C001123_GD", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 72.42, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 93.04, "ml_score_car": 79.16, "ml_score_distill": 93.04, "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_car": [{"contribution": 0.0144, "factor": "timing_raw"}, {"contribution": 0.0136, "factor": "jurisdiction_raw"}, {"contribution": 0.0067, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": 4.6208, "factor": "disclosure_lag_raw"}, {"contribution": 4.5101, "factor": "jurisdiction_raw"}, {"contribution": 3.3636, "factor": "timing_raw"}], "party": "D", "prev_composite_score": 72.42, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.290600+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "GD", "top_correlations": [{"composite_score": 72.42, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 70.99, "event_id": "hres993-119", "event_summary": "Recognizing and expressing support for the Iranian people protesting for a free and democratic Iran.", "event_type": "bill"}, {"composite_score": 63.32, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 55.38, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}, {"composite_score": 41.41, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-09_C001123_GD", "transaction_date": "2026-01-09", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0272, "abnormal_return_60d": 0.1025, "abnormal_return_90d": 0.0052, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 35.91, "bill_count": 2, "bioguide_id": "A000372", "chamber": "House", "company_name": "", "composite_score": 37.22, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2026-01-14_A000372_AWK", "correlation_type": "rollup", "disclosure_date": "2026-02-17", "disclosure_lag_days": 34, "engine_version": "1.2.0", "industry": "Utilities - Regulated Water", "max_pair_score": 37.22, "member_name": "Richard W. Allen", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 22.71, "ml_score_car": 35.07, "ml_score_distill": 22.71, "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_car": [{"contribution": -0.0374, "factor": "disclosure_lag_raw"}, {"contribution": 0.0212, "factor": "trade_before_event_raw"}, {"contribution": -0.0209, "factor": "multiple_signals_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"}], "party": "R", "prev_composite_score": 37.22, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.638956+00:00", "sector": "Utilities", "severity_tier": "low", "ticker": "AWK", "top_correlations": [{"composite_score": 37.22, "event_id": "hr3616-119", "event_summary": "Reliable Power Act", "event_type": "bill"}, {"composite_score": 34.6, "event_id": "hr6373-119", "event_summary": "Air Permitting Improvements to Protect National Security Act of 2025", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-14_A000372_AWK", "transaction_date": "2026-01-14", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0275, "abnormal_return_60d": 0.0422, "abnormal_return_90d": -0.0612, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 22.93, "bill_count": 16, "bioguide_id": "B001236", "chamber": "Senate", "company_name": "", "composite_score": 47.02, "contract_count": 0, "correlation_count": 16, "correlation_id": "rollup__quiver_2026-02-06_B001236_SHY", "correlation_type": "rollup", "disclosure_date": "2026-03-06", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "", "max_pair_score": 47.02, "member_name": "John Boozman", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 44.57, "ml_score_car": 49.33, "ml_score_distill": 44.57, "ml_shap_top3": [{"contribution": -14.0042, "factor": "jurisdiction_raw"}, {"contribution": 3.3964, "factor": "timing_raw"}, {"contribution": 1.5847, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": -0.0226, "factor": "jurisdiction_raw"}, {"contribution": 0.0146, "factor": "timing_raw"}, {"contribution": 0.0048, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": -14.0042, "factor": "jurisdiction_raw"}, {"contribution": 3.3964, "factor": "timing_raw"}, {"contribution": 1.5847, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 47.02, "score_divergence": false, "scored_at": "2026-05-31T15:52:01.507016+00:00", "sector": "", "severity_tier": "low", "ticker": "SHY", "top_correlations": [{"composite_score": 47.02, "event_id": "sres606-119", "event_summary": "A resolution condemning the Government of Iran for its suppression of the right of Iranians to peacefully assemble.", "event_type": "bill"}, {"composite_score": 37.19, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 35.55, "event_id": "s3771-119", "event_summary": "Department of Veterans Affairs Therapeutic Medical Physicist Pay Cap Relief Act of 2026", "event_type": "bill"}, {"composite_score": 34.99, "event_id": "s3940-119", "event_summary": "Access to Fair Financing for Opportunity and Resilient Development Act", "event_type": "bill"}, {"composite_score": 27.75, "event_id": "s3726-119", "event_summary": "National Veterans Strategy Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-06_B001236_SHY", "transaction_date": "2026-02-06", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": 0.0276, "abnormal_return_60d": -0.046, "abnormal_return_90d": -0.1079, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.66, "bill_count": 13, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 70.33, "contract_count": 0, "correlation_count": 13, "correlation_id": "rollup__quiver_2026-02-10_C001123_GD", "correlation_type": "rollup", "disclosure_date": "2026-03-09", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 70.33, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.72, "ml_score_car": 58.15, "ml_score_distill": 88.72, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 70.33, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.823416+00:00", "sector": "Aerospace & Defense", "severity_tier": "medium", "ticker": "GD", "top_correlations": [{"composite_score": 70.33, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 70.33, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 58.94, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 52.36, "event_id": "hr7745-119", "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_type": "bill"}, {"composite_score": 47.37, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-10_C001123_GD", "transaction_date": "2026-02-10", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0279, "abnormal_return_60d": 0.0429, "abnormal_return_90d": -0.0609, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 22.93, "bill_count": 16, "bioguide_id": "B001236", "chamber": "Senate", "company_name": "", "composite_score": 47.02, "contract_count": 0, "correlation_count": 16, "correlation_id": "rollup__quiver_2026-02-06_B001236_XTWO", "correlation_type": "rollup", "disclosure_date": "2026-03-06", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "", "max_pair_score": 47.02, "member_name": "John Boozman", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 44.57, "ml_score_car": 49.33, "ml_score_distill": 44.57, "ml_shap_top3": [{"contribution": -14.0042, "factor": "jurisdiction_raw"}, {"contribution": 3.3964, "factor": "timing_raw"}, {"contribution": 1.5847, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": -0.0226, "factor": "jurisdiction_raw"}, {"contribution": 0.0146, "factor": "timing_raw"}, {"contribution": 0.0048, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": -14.0042, "factor": "jurisdiction_raw"}, {"contribution": 3.3964, "factor": "timing_raw"}, {"contribution": 1.5847, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 47.02, "score_divergence": false, "scored_at": "2026-05-31T15:52:01.528613+00:00", "sector": "", "severity_tier": "low", "ticker": "XTWO", "top_correlations": [{"composite_score": 47.02, "event_id": "sres606-119", "event_summary": "A resolution condemning the Government of Iran for its suppression of the right of Iranians to peacefully assemble.", "event_type": "bill"}, {"composite_score": 37.19, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 35.55, "event_id": "s3771-119", "event_summary": "Department of Veterans Affairs Therapeutic Medical Physicist Pay Cap Relief Act of 2026", "event_type": "bill"}, {"composite_score": 34.99, "event_id": "s3940-119", "event_summary": "Access to Fair Financing for Opportunity and Resilient Development Act", "event_type": "bill"}, {"composite_score": 27.75, "event_id": "s3726-119", "event_summary": "National Veterans Strategy Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-06_B001236_XTWO", "transaction_date": "2026-02-06", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0283, "abnormal_return_60d": 0.1706, "abnormal_return_90d": 0.1042, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.39, "bill_count": 14, "bioguide_id": "J000310", "chamber": "House", "company_name": "", "composite_score": 70.33, "contract_count": 0, "correlation_count": 14, "correlation_id": "rollup__quiver_2025-12-18_J000310_DOV", "correlation_type": "rollup", "disclosure_date": "2026-01-15", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 70.33, "member_name": "Julie Johnson", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.72, "ml_score_car": 58.15, "ml_score_distill": 88.72, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 70.33, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.597478+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "DOV", "top_correlations": [{"composite_score": 70.33, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 52.92, "event_id": "hr6731-119", "event_summary": "Restore Trust in Government Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hres1001-119", "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_type": "bill"}, {"composite_score": 49.56, "event_id": "hr7088-119", "event_summary": "NO NATO for Purchase Act", "event_type": "bill"}, {"composite_score": 49.56, "event_id": "hr7119-119", "event_summary": "DHS Use of Force Oversight Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-18_J000310_DOV", "transaction_date": "2025-12-18", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0294, "abnormal_return_60d": -0.1812, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 32.24, "bill_count": 1, "bioguide_id": "B001236", "chamber": "Senate", "company_name": "Constellation Energy Corporation", "composite_score": 32.24, "contract_count": 0, "correlation_count": 1, "correlation_id": "rollup__quiver_2026-04-02_B001236_CEG", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 36, "engine_version": "1.2.0", "industry": "Electric Utilities", "max_pair_score": 32.24, "member_name": "John Boozman", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 15.51, "ml_score_distill": 16.02, "ml_shap_top3_car": [{"contribution": -0.0464, "factor": "timing_raw"}, {"contribution": 0.0183, "factor": "trade_before_event_raw"}, {"contribution": -0.017, "factor": "multiple_signals_raw"}], "ml_shap_top3_distill": [{"contribution": -15.5966, "factor": "timing_raw"}, {"contribution": -12.3951, "factor": "trade_before_event_raw"}, {"contribution": -6.6956, "factor": "multiple_signals_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.250793+00:00", "sector": "Utilities", "severity_tier": "low", "ticker": "CEG", "top_correlations": [{"composite_score": 32.24, "event_id": "s3967-119", "event_summary": "FLOWS Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-02_B001236_CEG", "transaction_date": "2026-04-02", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0303, "abnormal_return_60d": 0.0489, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 33.26, "bill_count": 7, "bioguide_id": "H001082", "chamber": "House", "company_name": "T. Rowe Price Group, Inc.", "composite_score": 54.73, "contract_count": 2, "correlation_count": 9, "correlation_id": "rollup__quiver_2026-03-20_H001082_TROW", "correlation_type": "rollup", "disclosure_date": "2026-04-03", "disclosure_lag_days": 14, "engine_version": "1.2.0", "industry": "Asset Management", "max_pair_score": 54.73, "member_name": "Kevin Hern", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 67.7, "ml_score_distill": 54.11, "ml_shap_top3_car": [{"contribution": 0.0161, "factor": "timing_raw"}, {"contribution": 0.0138, "factor": "amount_raw"}, {"contribution": -0.0131, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": -15.1916, "factor": "jurisdiction_raw"}, {"contribution": 8.7388, "factor": "timing_raw"}, {"contribution": 1.6283, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.529643+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "TROW", "top_correlations": [{"composite_score": 54.73, "event_id": "hr8034-119", "event_summary": "Protecting America\u2019s Small Oil and Gas Producers and Rural Jobs Act", "event_type": "bill"}, {"composite_score": 48.26, "event_id": "SUB_2026-03-05_D26P000282", "event_summary": "to AVIATRIX INC | $77,245", "event_type": "contract"}, {"composite_score": 45.77, "event_id": "hr8101-119", "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)", "event_type": "bill"}, {"composite_score": 45.1, "event_id": "SUB_2026-02-27_40487291", "event_summary": "to AMPHENOL CORP | $30,043", "event_type": "contract"}, {"composite_score": 34.99, "event_id": "hres1156-119", "event_summary": "Expressing support for tax policies that support working families.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-20_H001082_TROW", "transaction_date": "2026-03-20", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0303, "abnormal_return_60d": 0.0636, "abnormal_return_90d": -0.0279, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 54.57, "bill_count": 0, "bioguide_id": "M001232", "chamber": "House", "company_name": "", "composite_score": 54.57, "contract_count": 1, "correlation_count": 1, "correlation_id": "rollup__quiver_2026-02-11_M001232_JLL", "correlation_type": "rollup", "disclosure_date": "2026-03-10", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Real Estate Services", "max_pair_score": 54.57, "member_name": "April Mcclain Delaney", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 57.65, "ml_score_car": 38.27, "ml_score_distill": 57.65, "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_car": [{"contribution": -0.0205, "factor": "multiple_signals_raw"}, {"contribution": -0.0138, "factor": "timing_raw"}, {"contribution": 0.011, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 4.9158, "factor": "jurisdiction_raw"}, {"contribution": -4.9114, "factor": "multiple_signals_raw"}, {"contribution": -3.802, "factor": "timing_raw"}], "party": "D", "prev_composite_score": 54.57, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.075240+00:00", "sector": "Real Estate", "severity_tier": "low", "ticker": "JLL", "top_correlations": [{"composite_score": 54.57, "event_id": "SUB_2026-02-19_PS0-1178MT CST", "event_summary": "to AGILENT TECHNOLOGIES INC | $32,165", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-11_M001232_JLL", "transaction_date": "2026-02-11", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0307, "abnormal_return_60d": 0.2238, "abnormal_return_90d": 0.1069, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.39, "bill_count": 14, "bioguide_id": "J000310", "chamber": "House", "company_name": "", "composite_score": 70.33, "contract_count": 0, "correlation_count": 14, "correlation_id": "rollup__quiver_2025-12-18_J000310_CARR", "correlation_type": "rollup", "disclosure_date": "2026-01-15", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Building Products & Equipment", "max_pair_score": 70.33, "member_name": "Julie Johnson", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.72, "ml_score_car": 58.15, "ml_score_distill": 88.72, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 70.33, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.558898+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "CARR", "top_correlations": [{"composite_score": 70.33, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 52.92, "event_id": "hr6731-119", "event_summary": "Restore Trust in Government Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hres1001-119", "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_type": "bill"}, {"composite_score": 49.56, "event_id": "hr7088-119", "event_summary": "NO NATO for Purchase Act", "event_type": "bill"}, {"composite_score": 49.56, "event_id": "hr7119-119", "event_summary": "DHS Use of Force Oversight Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-18_J000310_CARR", "transaction_date": "2025-12-18", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0309, "abnormal_return_60d": 0.1387, "abnormal_return_90d": 0.0995, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.85, "bill_count": 10, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 63.0, "contract_count": 0, "correlation_count": 10, "correlation_id": "rollup__quiver_2025-12-11_C001123_ITT", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 32, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 63.0, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 72.83, "ml_score_car": 11.96, "ml_score_distill": 72.83, "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_car": [{"contribution": -0.0431, "factor": "disclosure_lag_raw"}, {"contribution": -0.0256, "factor": "timing_raw"}, {"contribution": 0.0081, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 4.6702, "factor": "jurisdiction_raw"}, {"contribution": -4.5652, "factor": "timing_raw"}, {"contribution": 2.1288, "factor": "disclosure_lag_raw"}], "party": "D", "prev_composite_score": 63.0, "score_divergence": true, "scored_at": "2026-05-31T15:51:56.985124+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "ITT", "top_correlations": [{"composite_score": 63.0, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 56.67, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 47.23, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}, {"composite_score": 47.23, "event_id": "hr6391-119", "event_summary": "Save Oak Flat from Foreign Mining Act", "event_type": "bill"}, {"composite_score": 42.8, "event_id": "hr6318-119", "event_summary": "No GOUGE Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-11_C001123_ITT", "transaction_date": "2025-12-11", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0311, "abnormal_return_60d": -0.026, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 49.77, "bill_count": 18, "bioguide_id": "S000168", "chamber": "House", "company_name": "The Boeing Company", "composite_score": 75.26, "contract_count": 16, "correlation_count": 34, "correlation_id": "rollup__quiver_2026-03-19_S000168_BA", "correlation_type": "rollup", "disclosure_date": "2026-04-21", "disclosure_lag_days": 33, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 75.26, "member_name": "Maria Elvira Salazar", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 55.07, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": -0.0261, "factor": "disclosure_lag_raw"}, {"contribution": 0.0238, "factor": "timing_raw"}, {"contribution": 0.01, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 8.0311, "factor": "timing_raw"}, {"contribution": 5.0836, "factor": "jurisdiction_raw"}, {"contribution": 2.6197, "factor": "disclosure_lag_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.542582+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "BA", "top_correlations": [{"composite_score": 75.26, "event_id": "SUB_2026-03-19_DL-60827", "event_summary": "to JOHNSON CONTROLS, INC. | $42,592", "event_type": "contract"}, {"composite_score": 74.2, "event_id": "SUB_2026-03-25_D26P000395", "event_summary": "to THE BOEING COMPANY | $135,778", "event_type": "contract"}, {"composite_score": 71.95, "event_id": "SUB_2026-03-27_D26P000437", "event_summary": "to THE BOEING COMPANY | $262,452", "event_type": "contract"}, {"composite_score": 68.88, "event_id": "SUB_2026-03-23_SVI-2319057-ABM-6558", "event_summary": "to ABM ELECTRICAL POWER SOLUTIONS LLC | $38,760", "event_type": "contract"}, {"composite_score": 66.3, "event_id": "SUB_2026-03-25_F-CEIRR-IDPCC-0842021-02 MOD 07", "event_summary": "to ICF MACRO INC | $194,980", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-19_S000168_BA", "transaction_date": "2026-03-19", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.0311, "abnormal_return_60d": -0.0822, "abnormal_return_90d": null, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 38.17, "bill_count": 6, "bioguide_id": "H001082", "chamber": "House", "company_name": "IQVIA Holdings, Inc.", "composite_score": 68.88, "contract_count": 1, "correlation_count": 7, "correlation_id": "rollup__quiver_2026-03-16_H001082_IQV", "correlation_type": "rollup", "disclosure_date": "2026-04-03", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Diagnostics & Research", "max_pair_score": 68.88, "member_name": "Kevin Hern", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 47.76, "ml_score_distill": 87.0, "ml_shap_top3_car": [{"contribution": -0.0111, "factor": "timing_raw"}, {"contribution": 0.01, "factor": "jurisdiction_raw"}, {"contribution": -0.007, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.9483, "factor": "jurisdiction_raw"}, {"contribution": 3.1092, "factor": "timing_raw"}, {"contribution": 2.1562, "factor": "amount_raw"}], "party": "R", "scored_at": "2026-06-14T01:23:30.056548+00:00", "sector": "Healthcare", "severity_tier": "medium", "ticker": "IQV", "top_correlations": [{"composite_score": 68.88, "event_id": "SUB_2026-03-20_42HAL00174", "event_summary": "to ANIXTER INC | $56,901", "event_type": "contract"}, {"composite_score": 50.46, "event_id": "hr8034-119", "event_summary": "Protecting America\u2019s Small Oil and Gas Producers and Rural Jobs Act", "event_type": "bill"}, {"composite_score": 43.67, "event_id": "hr8101-119", "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)", "event_type": "bill"}, {"composite_score": 35.5, "event_id": "hres1156-119", "event_summary": "Expressing support for tax policies that support working families.", "event_type": "bill"}, {"composite_score": 34.69, "event_id": "hr7905-119", "event_summary": "Diabetes Foot Health Access and Modernization Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-16_H001082_IQV", "transaction_date": "2026-03-16", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0313, "abnormal_return_60d": 0.0309, "abnormal_return_90d": 0.0876, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 44.85, "bill_count": 11, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 75.26, "contract_count": 0, "correlation_count": 11, "correlation_id": "rollup__quiver_2025-12-10_C001123_ARMK", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 33, "engine_version": "1.2.0", "industry": "Specialty Business Services", "max_pair_score": 75.26, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 100.0, "ml_score_car": 55.07, "ml_score_distill": 100.0, "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_car": [{"contribution": -0.0261, "factor": "disclosure_lag_raw"}, {"contribution": 0.0238, "factor": "timing_raw"}, {"contribution": 0.01, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 8.0311, "factor": "timing_raw"}, {"contribution": 5.0836, "factor": "jurisdiction_raw"}, {"contribution": 2.6197, "factor": "disclosure_lag_raw"}], "party": "D", "prev_composite_score": 75.26, "score_divergence": true, "scored_at": "2026-05-31T15:51:56.853690+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "ARMK", "top_correlations": [{"composite_score": 75.26, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 63.04, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 49.37, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}, {"composite_score": 49.37, "event_id": "hr6391-119", "event_summary": "Save Oak Flat from Foreign Mining Act", "event_type": "bill"}, {"composite_score": 44.62, "event_id": "hr6318-119", "event_summary": "No GOUGE Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-10_C001123_ARMK", "transaction_date": "2025-12-10", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0317, "abnormal_return_60d": 0.0018, "abnormal_return_90d": -0.1261, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 25.38, "bill_count": 24, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 52.96, "contract_count": 1, "correlation_count": 25, "correlation_id": "rollup__quiver_2026-02-10_C001123_ROP", "correlation_type": "rollup", "disclosure_date": "2026-03-09", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Software - Application", "max_pair_score": 52.96, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 53.24, "ml_score_car": 52.72, "ml_score_distill": 53.24, "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"}], "ml_shap_top3_distill": [{"contribution": -14.9529, "factor": "jurisdiction_raw"}, {"contribution": 8.3088, "factor": "timing_raw"}, {"contribution": 1.6283, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 52.96, "score_divergence": false, "scored_at": "2026-05-31T15:52:01.903738+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "ROP", "top_correlations": [{"composite_score": 52.96, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 52.96, "event_id": "hr7499-119", "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_type": "bill"}, {"composite_score": 52.96, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 51.32, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}, {"composite_score": 41.57, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-10_C001123_ROP", "transaction_date": "2026-02-10", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0341, "abnormal_return_60d": -0.0899, "abnormal_return_90d": -0.1438, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 43.18, "bill_count": 6, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 71.39, "contract_count": 0, "correlation_count": 6, "correlation_id": "rollup__quiver_2026-02-04_M001190_ADBE", "correlation_type": "rollup", "disclosure_date": "2026-03-02", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 71.39, "member_name": "Markwayne Mullin", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.85, "ml_score_car": 65.26, "ml_score_distill": 90.85, "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"}], "ml_shap_top3_distill": [{"contribution": 6.9052, "factor": "timing_raw"}, {"contribution": 5.0115, "factor": "jurisdiction_raw"}, {"contribution": 1.3198, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 71.39, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.083288+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "ADBE", "top_correlations": [{"composite_score": 71.39, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 52.97, "event_id": "s3909-119", "event_summary": "Stop Illegal Alien Cops Act", "event_type": "bill"}, {"composite_score": 35.11, "event_id": "s3606-119", "event_summary": "Fraud Accountability Act", "event_type": "bill"}, {"composite_score": 34.84, "event_id": "s3584-119", "event_summary": "Stop Illegal Aliens Drunk Driving", "event_type": "bill"}, {"composite_score": 32.38, "event_id": "s3179-119", "event_summary": "Halo Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-04_M001190_ADBE", "transaction_date": "2026-02-04", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0343, "abnormal_return_60d": -0.0268, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 45.09, "bill_count": 47, "bioguide_id": "G000583", "chamber": "House", "company_name": "NetEase, Inc.", "composite_score": 76.31, "contract_count": 0, "correlation_count": 47, "correlation_id": "rollup__quiver_2026-03-05_G000583_NTES", "correlation_type": "rollup", "disclosure_date": "2026-04-08", "disclosure_lag_days": 34, "engine_version": "1.2.0", "industry": "Electronic Gaming & Multimedia", "max_pair_score": 76.31, "member_name": "Josh Gottheimer", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 57.61, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": -0.0276, "factor": "disclosure_lag_raw"}, {"contribution": 0.0252, "factor": "timing_raw"}, {"contribution": 0.0134, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4969, "factor": "timing_raw"}, {"contribution": 4.6735, "factor": "jurisdiction_raw"}, {"contribution": 3.6414, "factor": "disclosure_lag_raw"}], "party": "D", "scored_at": "2026-06-03T01:48:03.224818+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "NTES", "top_correlations": [{"composite_score": 76.31, "event_id": "hr7826-119", "event_summary": "HBCU AI Research Leadership Act", "event_type": "bill"}, {"composite_score": 69.94, "event_id": "hr7870-119", "event_summary": "ICE Standards Act", "event_type": "bill"}, {"composite_score": 61.45, "event_id": "hr7877-119", "event_summary": "Shane DiGiovanna Act", "event_type": "bill"}, {"composite_score": 61.45, "event_id": "hr7968-119", "event_summary": "Small AI Innovators Empowerment Act", "event_type": "bill"}, {"composite_score": 61.45, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-05_G000583_NTES", "transaction_date": "2026-03-05", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0346, "abnormal_return_60d": 0.0757, "abnormal_return_90d": -0.0005, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 49.1, "bill_count": 13, "bioguide_id": "T000490", "chamber": "House", "company_name": "", "composite_score": 73.62, "contract_count": 13, "correlation_count": 26, "correlation_id": "rollup__quiver_2026-02-26_T000490_ETN", "correlation_type": "rollup", "disclosure_date": "2026-03-06", "disclosure_lag_days": 8, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 73.62, "member_name": "David J. Taylor", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 96.71, "ml_score_car": 42.16, "ml_score_distill": 96.71, "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_car": [{"contribution": -0.0415, "factor": "jurisdiction_raw"}, {"contribution": 0.0141, "factor": "amount_raw"}, {"contribution": 0.0104, "factor": "timing_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"}], "party": "R", "prev_composite_score": 73.62, "score_divergence": true, "scored_at": "2026-05-31T15:52:02.729096+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "ETN", "top_correlations": [{"composite_score": 73.62, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}, {"composite_score": 70.33, "event_id": "SUB_2026-02-27_0000001582-0", "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558", "event_type": "contract"}, {"composite_score": 63.14, "event_id": "hr7809-119", "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_type": "bill"}, {"composite_score": 60.25, "event_id": "SUB_2026-03-18_ASPHALT TESTING SERVICES 25-106", "event_summary": "to ASPHALT TESTING SERVICES ATS, LLC | $353,500", "event_type": "contract"}, {"composite_score": 58.06, "event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-26_T000490_ETN", "transaction_date": "2026-02-26", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.0361, "abnormal_return_60d": 0.1483, "abnormal_return_90d": 0.2312, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 39.24, "bill_count": 24, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 63.14, "contract_count": 3, "correlation_count": 27, "correlation_id": "rollup__quiver_2026-02-24_C001123_ORCL", "correlation_type": "rollup", "disclosure_date": "2026-03-09", "disclosure_lag_days": 13, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 63.14, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 74.96, "ml_score_car": 56.91, "ml_score_distill": 74.96, "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_car": [{"contribution": -0.0138, "factor": "timing_raw"}, {"contribution": 0.0077, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "disclosure_lag_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"}], "party": "D", "prev_composite_score": 63.14, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.618122+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "ORCL", "top_correlations": [{"composite_score": 63.14, "event_id": "hr7745-119", "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_type": "bill"}, {"composite_score": 59.88, "event_id": "hres1107-119", "event_summary": "Memorializing Rev. Jesse Jackson by flying the flag of the United States at halfstaff.", "event_type": "bill"}, {"composite_score": 54.46, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 51.92, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 51.5, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-24_C001123_ORCL", "transaction_date": "2026-02-24", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.037, "abnormal_return_60d": -0.0473, "abnormal_return_90d": 0.8306, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.02, "bill_count": 17, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 64.39, "contract_count": 1, "correlation_count": 18, "correlation_id": "rollup__quiver_2026-01-30_C001123_BE", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 14, "engine_version": "1.2.0", "industry": "Electrical Equipment & Parts", "max_pair_score": 64.39, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 74.96, "ml_score_car": 100.0, "ml_score_distill": 74.96, "ml_shap_top3": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0459, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 64.39, "score_divergence": false, "scored_at": "2026-05-31T15:52:00.448435+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "BE", "top_correlations": [{"composite_score": 64.39, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}, {"composite_score": 57.23, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 57.23, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 56.47, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}, {"composite_score": 51.92, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-30_C001123_BE", "transaction_date": "2026-01-30", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.0386, "abnormal_return_60d": -0.0186, "abnormal_return_90d": null, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 29.32, "bill_count": 0, "bioguide_id": "H001082", "chamber": "House", "company_name": "Prologis, Inc.", "composite_score": 29.32, "contract_count": 1, "correlation_count": 1, "correlation_id": "rollup__quiver_2026-03-20_H001082_PLD", "correlation_type": "rollup", "disclosure_date": "2026-04-03", "disclosure_lag_days": 14, "engine_version": "1.2.0", "industry": "Industrial REITs", "max_pair_score": 29.32, "member_name": "Kevin Hern", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 47.0, "ml_score_distill": 7.75, "ml_shap_top3_car": [{"contribution": -0.033, "factor": "multiple_signals_raw"}, {"contribution": 0.0185, "factor": "jurisdiction_raw"}, {"contribution": 0.0152, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -16.1495, "factor": "timing_raw"}, {"contribution": -12.4607, "factor": "trade_before_event_raw"}, {"contribution": -5.957, "factor": "multiple_signals_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.529693+00:00", "sector": "Real Estate", "severity_tier": "low", "ticker": "PLD", "top_correlations": [{"composite_score": 29.32, "event_id": "SUB_2026-02-19_PS0-1178MT CST", "event_summary": "to AGILENT TECHNOLOGIES INC | $32,165", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-20_H001082_PLD", "transaction_date": "2026-03-20", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.039, "abnormal_return_60d": -0.0338, "abnormal_return_90d": -0.0197, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 14.07, "bill_count": 2, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 18.4, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2025-12-29_M001190_GS", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Capital Markets", "max_pair_score": 18.4, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.0, "ml_score_car": 23.03, "ml_score_distill": 0.0, "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_car": [{"contribution": -0.0314, "factor": "multiple_signals_raw"}, {"contribution": -0.0199, "factor": "jurisdiction_raw"}, {"contribution": -0.0127, "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"}], "party": "R", "prev_composite_score": 18.4, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.561943+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "GS", "top_correlations": [{"composite_score": 18.4, "event_id": "s3478-119", "event_summary": "Indian Buffalo Management Act", "event_type": "bill"}, {"composite_score": 9.74, "event_id": "s3159-119", "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-29_M001190_GS", "transaction_date": "2025-12-29", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.039, "abnormal_return_60d": 0.1648, "abnormal_return_90d": -0.2593, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 48.42, "bill_count": 22, "bioguide_id": "C001123", "chamber": "House", "company_name": "Primoris Services Corporation", "composite_score": 68.41, "contract_count": 13, "correlation_count": 35, "correlation_id": "rollup__quiver_2026-03-03_C001123_PRIM", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Engineering & Construction", "max_pair_score": 68.41, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 39.39, "ml_score_distill": 86.7, "ml_shap_top3_car": [{"contribution": -0.0217, "factor": "timing_raw"}, {"contribution": -0.0115, "factor": "disclosure_lag_raw"}, {"contribution": 0.0113, "factor": "jurisdiction_raw"}], "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"}], "party": "D", "scored_at": "2026-06-01T01:02:55.378336+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "PRIM", "top_correlations": [{"composite_score": 68.41, "event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059", "event_type": "contract"}, {"composite_score": 61.01, "event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_summary": "to OSHKOSH DEFENSE LLC | $960,267", "event_type": "contract"}, {"composite_score": 61.01, "event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_summary": "to OSHKOSH DEFENSE LLC | $191,384", "event_type": "contract"}, {"composite_score": 61.01, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 60.35, "event_id": "SUB_2026-03-18_L-20260770773", "event_summary": "to THE BOEING COMPANY | $128,134", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-03_C001123_PRIM", "transaction_date": "2026-03-03", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.039, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.64, "bill_count": 12, "bioguide_id": "K000398", "chamber": "House", "company_name": "Take-Two Interactive Software, ", "composite_score": 73.15, "contract_count": 0, "correlation_count": 12, "correlation_id": "rollup__quiver_2026-04-21_K000398_TTWO", "correlation_type": "rollup", "disclosure_date": "2026-05-22", "disclosure_lag_days": 31, "engine_version": "1.2.0", "industry": "Electronic Gaming & Multimedia", "max_pair_score": 73.15, "member_name": "Thomas H. Kean Jr", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 59.09, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": 0.0262, "factor": "timing_raw"}, {"contribution": -0.0208, "factor": "disclosure_lag_raw"}, {"contribution": 0.01, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 7.8478, "factor": "timing_raw"}, {"contribution": 5.0836, "factor": "jurisdiction_raw"}, {"contribution": 2.8232, "factor": "disclosure_lag_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.605036+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "TTWO", "top_correlations": [{"composite_score": 73.15, "event_id": "hr8413-119", "event_summary": "SECURE Data Act", "event_type": "bill"}, {"composite_score": 55.62, "event_id": "hres1199-119", "event_summary": "Recognizing linemen, the profession of linemen, the contributions of these brave men and women who protect public safety, and expressing support for the designation of April 18, 2026, as \"National Lin", "event_type": "bill"}, {"composite_score": 52.56, "event_id": "hr2853-119", "event_summary": "Combating Organized Retail Crime Act of 2025", "event_type": "bill"}, {"composite_score": 51.82, "event_id": "hr8857-119", "event_summary": "Next GEN Act of 2026", "event_type": "bill"}, {"composite_score": 48.43, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-21_K000398_TTWO", "transaction_date": "2026-04-21", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0395, "abnormal_return_60d": 0.0308, "abnormal_return_90d": -0.0995, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 48.42, "bill_count": 22, "bioguide_id": "C001123", "chamber": "House", "company_name": "ITT Inc.", "composite_score": 68.41, "contract_count": 13, "correlation_count": 35, "correlation_id": "rollup__quiver_2026-03-03_C001123_ITT", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Industrial Machinery & Supplies & Components", "max_pair_score": 68.41, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 39.39, "ml_score_distill": 86.7, "ml_shap_top3_car": [{"contribution": -0.0217, "factor": "timing_raw"}, {"contribution": -0.0115, "factor": "disclosure_lag_raw"}, {"contribution": 0.0113, "factor": "jurisdiction_raw"}], "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"}], "party": "D", "scored_at": "2026-06-01T01:02:52.633012+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "ITT", "top_correlations": [{"composite_score": 68.41, "event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059", "event_type": "contract"}, {"composite_score": 61.01, "event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_summary": "to OSHKOSH DEFENSE LLC | $960,267", "event_type": "contract"}, {"composite_score": 61.01, "event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_summary": "to OSHKOSH DEFENSE LLC | $191,384", "event_type": "contract"}, {"composite_score": 61.01, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 60.35, "event_id": "SUB_2026-03-18_L-20260770773", "event_summary": "to THE BOEING COMPANY | $128,134", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-03_C001123_ITT", "transaction_date": "2026-03-03", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.0406, "abnormal_return_60d": 0.0036, "abnormal_return_90d": 0.0097, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 14.07, "bill_count": 2, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 18.4, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2025-12-29_M001190_ICE", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Financial Data & Stock Exchanges", "max_pair_score": 18.4, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.0, "ml_score_car": 23.03, "ml_score_distill": 0.0, "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_car": [{"contribution": -0.0314, "factor": "multiple_signals_raw"}, {"contribution": -0.0199, "factor": "jurisdiction_raw"}, {"contribution": -0.0127, "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"}], "party": "R", "prev_composite_score": 18.4, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.578792+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "ICE", "top_correlations": [{"composite_score": 18.4, "event_id": "s3478-119", "event_summary": "Indian Buffalo Management Act", "event_type": "bill"}, {"composite_score": 9.74, "event_id": "s3159-119", "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-29_M001190_ICE", "transaction_date": "2025-12-29", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0416, "abnormal_return_60d": 0.0281, "abnormal_return_90d": 0.0045, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 48.3, "bill_count": 6, "bioguide_id": "F000110", "chamber": "House", "company_name": "", "composite_score": 68.41, "contract_count": 0, "correlation_count": 6, "correlation_id": "rollup__quiver_2025-12-11_F000110_GOOGL", "correlation_type": "rollup", "disclosure_date": "2025-12-17", "disclosure_lag_days": 6, "engine_version": "1.2.0", "industry": "Interactive Media & Services", "max_pair_score": 68.41, "member_name": "Cleo Fields", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 82.67, "ml_score_car": 41.25, "ml_score_distill": 82.67, "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_car": [{"contribution": -0.0245, "factor": "amount_raw"}, {"contribution": -0.015, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_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"}], "party": "D", "prev_composite_score": 68.41, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.061598+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "GOOGL", "top_correlations": [{"composite_score": 68.41, "event_id": "hr6830-119", "event_summary": "Fair Competition for Small Business Act of 2025", "event_type": "bill"}, {"composite_score": 58.19, "event_id": "hr6505-119", "event_summary": "Next Generation 9\u20131\u20131 Act", "event_type": "bill"}, {"composite_score": 49.38, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}, {"composite_score": 40.62, "event_id": "hr6096-119", "event_summary": "NEST Act", "event_type": "bill"}, {"composite_score": 36.59, "event_id": "hr5434-119", "event_summary": "988 LGBTQ+ Youth Access Act of 2025", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-11_F000110_GOOGL", "transaction_date": "2025-12-11", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0417, "abnormal_return_60d": -0.0533, "abnormal_return_90d": -0.1334, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 40.82, "bill_count": 16, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 60.89, "contract_count": 0, "correlation_count": 16, "correlation_id": "rollup__quiver_2026-01-27_C001123_EPAC", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 17, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 60.89, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 66.51, "ml_score_car": 56.91, "ml_score_distill": 66.51, "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_car": [{"contribution": -0.0139, "factor": "timing_raw"}, {"contribution": 0.0081, "factor": "jurisdiction_raw"}, {"contribution": 0.0066, "factor": "disclosure_lag_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"}], "party": "D", "prev_composite_score": 60.89, "score_divergence": false, "scored_at": "2026-05-31T15:52:00.295622+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "EPAC", "top_correlations": [{"composite_score": 60.89, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}, {"composite_score": 55.08, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 55.08, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 54.46, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}, {"composite_score": 50.76, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-27_C001123_EPAC", "transaction_date": "2026-01-27", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0418, "abnormal_return_60d": 0.0972, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 38.34, "bill_count": 34, "bioguide_id": "F000468", "chamber": "House", "company_name": "Apple Inc.", "composite_score": 63.14, "contract_count": 9, "correlation_count": 43, "correlation_id": "rollup__quiver_2026-04-08_F000468_AAPL", "correlation_type": "rollup", "disclosure_date": "2026-05-01", "disclosure_lag_days": 23, "engine_version": "1.2.0", "industry": "Technology Hardware, Storage & Peripherals", "max_pair_score": 63.14, "member_name": "Elizabeth Fletcher", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 56.91, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": -0.0138, "factor": "timing_raw"}, {"contribution": 0.0077, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "disclosure_lag_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.957671+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "AAPL", "top_correlations": [{"composite_score": 63.14, "event_id": "hr8275-119", "event_summary": "Commission on Presidential Capacity to Discharge the Powers and Duties of the Office Act", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "hres1181-119", "event_summary": "Expressing support for the recognition of April as \"National Arab American Heritage Month\" (NAAHM) and celebrating the heritage and culture of Arab Americans in the United States.", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "hr7022-119", "event_summary": "Mystic Alerts Act", "event_type": "bill"}, {"composite_score": 55.75, "event_id": "hr8440-119", "event_summary": "ZELDIN Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-08_F000468_AAPL", "transaction_date": "2026-04-08", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.0421, "abnormal_return_60d": -0.0771, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 49.17, "bill_count": 18, "bioguide_id": "F000483", "chamber": "House", "company_name": "Chicago Rivet & Machine Co.", "composite_score": 70.71, "contract_count": 21, "correlation_count": 39, "correlation_id": "rollup__quiver_2026-04-08_F000483_CVR", "correlation_type": "rollup", "disclosure_date": "2026-05-14", "disclosure_lag_days": 36, "engine_version": "1.2.0", "industry": "Tools & Accessories", "max_pair_score": 70.71, "member_name": "Laura Friedman", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 100.0, "ml_score_distill": 88.36, "ml_shap_top3_car": [{"contribution": 0.0577, "factor": "timing_raw"}, {"contribution": 0.0166, "factor": "jurisdiction_raw"}, {"contribution": 0.0073, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 5.5392, "factor": "disclosure_lag_raw"}, {"contribution": 4.299, "factor": "jurisdiction_raw"}, {"contribution": 1.2279, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.958681+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "CVR", "top_correlations": [{"composite_score": 70.71, "event_id": "SUB_2026-04-13_24-0422-031", "event_summary": "to ALLEN & GRAHAM, INC | $24,865", "event_type": "contract"}, {"composite_score": 69.46, "event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_summary": "to OSHKOSH DEFENSE LLC | $79,740", "event_type": "contract"}, {"composite_score": 69.46, "event_id": "hres1170-119", "event_summary": "Supporting the designation of April 10 as \"Dolores Huerta Day\", in honor of the accomplishments and legacy of the trailblazing labor and civil rights leader Dolores Huerta.", "event_type": "bill"}, {"composite_score": 68.3, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 68.3, "event_id": "hr8315-119", "event_summary": "Modal Parity in Permitting Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-08_F000483_CVR", "transaction_date": "2026-04-08", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.0447, "abnormal_return_60d": -0.21, "abnormal_return_90d": -0.2029, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 14.07, "bill_count": 2, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 18.4, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2025-12-29_M001190_IQV", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Diagnostics & Research", "max_pair_score": 18.4, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.0, "ml_score_car": 23.03, "ml_score_distill": 0.0, "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_car": [{"contribution": -0.0314, "factor": "multiple_signals_raw"}, {"contribution": -0.0199, "factor": "jurisdiction_raw"}, {"contribution": -0.0127, "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"}], "party": "R", "prev_composite_score": 18.4, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.615394+00:00", "sector": "Healthcare", "severity_tier": "low", "ticker": "IQV", "top_correlations": [{"composite_score": 18.4, "event_id": "s3478-119", "event_summary": "Indian Buffalo Management Act", "event_type": "bill"}, {"composite_score": 9.74, "event_id": "s3159-119", "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-29_M001190_IQV", "transaction_date": "2025-12-29", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0464, "abnormal_return_60d": 0.1611, "abnormal_return_90d": 0.0058, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 42.01, "bill_count": 1, "bioguide_id": "A000372", "chamber": "House", "company_name": "", "composite_score": 42.01, "contract_count": 0, "correlation_count": 1, "correlation_id": "rollup__quiver_2025-12-12_A000372_FERG", "correlation_type": "rollup", "disclosure_date": "2026-01-15", "disclosure_lag_days": 34, "engine_version": "1.2.0", "industry": "Industrial Distribution", "max_pair_score": 42.01, "member_name": "Richard W. Allen", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 28.25, "ml_score_car": 24.97, "ml_score_distill": 28.25, "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_car": [{"contribution": -0.0372, "factor": "disclosure_lag_raw"}, {"contribution": -0.0253, "factor": "timing_raw"}, {"contribution": 0.0147, "factor": "jurisdiction_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"}], "party": "R", "prev_composite_score": 42.01, "score_divergence": false, "scored_at": "2026-05-31T15:51:57.135031+00:00", "sector": "Industrials", "severity_tier": "low", "ticker": "FERG", "top_correlations": [{"composite_score": 42.01, "event_id": "hr6373-119", "event_summary": "Air Permitting Improvements to Protect National Security Act of 2025", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-12_A000372_FERG", "transaction_date": "2025-12-12", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0473, "abnormal_return_60d": 0.1577, "abnormal_return_90d": 0.4877, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.37, "bill_count": 14, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 64.39, "contract_count": 0, "correlation_count": 14, "correlation_id": "rollup__quiver_2026-01-15_C001123_LGN", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 29, "engine_version": "1.2.0", "industry": "Engineering & Construction", "max_pair_score": 64.39, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 74.96, "ml_score_car": 100.0, "ml_score_distill": 74.96, "ml_shap_top3": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0459, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 64.39, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.823618+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "LGN", "top_correlations": [{"composite_score": 64.39, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 52.92, "event_id": "hres993-119", "event_summary": "Recognizing and expressing support for the Iranian people protesting for a free and democratic Iran.", "event_type": "bill"}, {"composite_score": 52.36, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}, {"composite_score": 51.39, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-15_C001123_LGN", "transaction_date": "2026-01-15", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0476, "abnormal_return_60d": -0.004, "abnormal_return_90d": -0.0404, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 40.44, "bill_count": 4, "bioguide_id": "F000110", "chamber": "House", "company_name": "", "composite_score": 47.27, "contract_count": 0, "correlation_count": 4, "correlation_id": "rollup__quiver_2025-12-26_F000110_GOOGL", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 21, "engine_version": "1.2.0", "industry": "Interactive Media & Services", "max_pair_score": 47.27, "member_name": "Cleo Fields", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 41.98, "ml_score_car": 46.21, "ml_score_distill": 41.98, "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_car": [{"contribution": -0.024, "factor": "timing_raw"}, {"contribution": 0.01, "factor": "jurisdiction_raw"}, {"contribution": -0.0065, "factor": "amount_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"}], "party": "D", "prev_composite_score": 47.27, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.299195+00:00", "sector": "Communication Services", "severity_tier": "low", "ticker": "GOOGL", "top_correlations": [{"composite_score": 47.27, "event_id": "hr6830-119", "event_summary": "Fair Competition for Small Business Act of 2025", "event_type": "bill"}, {"composite_score": 41.27, "event_id": "hr6505-119", "event_summary": "Next Generation 9\u20131\u20131 Act", "event_type": "bill"}, {"composite_score": 38.15, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}, {"composite_score": 35.06, "event_id": "hr6096-119", "event_summary": "NEST Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-26_F000110_GOOGL", "transaction_date": "2025-12-26", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0485, "abnormal_return_60d": -0.0339, "abnormal_return_90d": -0.0941, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 25.28, "bill_count": 14, "bioguide_id": "C001068", "chamber": "House", "company_name": "", "composite_score": 56.83, "contract_count": 0, "correlation_count": 14, "correlation_id": "rollup__quiver_2025-12-17_C001068_MS", "correlation_type": "rollup", "disclosure_date": "2026-01-14", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Capital Markets", "max_pair_score": 56.83, "member_name": "Steve Cohen", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 52.79, "ml_score_car": 58.53, "ml_score_distill": 52.79, "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_car": [{"contribution": 0.0141, "factor": "timing_raw"}, {"contribution": -0.0131, "factor": "jurisdiction_raw"}, {"contribution": 0.0041, "factor": "amount_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"}], "party": "D", "prev_composite_score": 56.83, "score_divergence": false, "scored_at": "2026-05-31T15:51:57.402107+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "MS", "top_correlations": [{"composite_score": 56.83, "event_id": "hr6819-119", "event_summary": "Bridge to Summer Nutrition Act of 2025", "event_type": "bill"}, {"composite_score": 39.3, "event_id": "hr6731-119", "event_summary": "Restore Trust in Government Act", "event_type": "bill"}, {"composite_score": 34.04, "event_id": "hr7095-119", "event_summary": "Ending Importation of Laundered Russian Oil Act", "event_type": "bill"}, {"composite_score": 32.11, "event_id": "hr6609-119", "event_summary": "Pharmacists Fight Back in Medicare and Medicaid Act", "event_type": "bill"}, {"composite_score": 25.43, "event_id": "hr6423-119", "event_summary": "HELP Copays Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-17_C001068_MS", "transaction_date": "2025-12-17", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0487, "abnormal_return_60d": -0.1015, "abnormal_return_90d": -0.1078, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 45.77, "bill_count": 5, "bioguide_id": "W000802", "chamber": "Senate", "company_name": "", "composite_score": 58.94, "contract_count": 0, "correlation_count": 5, "correlation_id": "rollup__quiver_2026-02-23_W000802_VZ", "correlation_type": "rollup", "disclosure_date": "2026-03-06", "disclosure_lag_days": 11, "engine_version": "1.2.0", "industry": "Integrated Telecommunication Services", "max_pair_score": 58.94, "member_name": "Sheldon Whitehouse", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 63.41, "ml_score_car": 57.74, "ml_score_distill": 63.41, "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_car": [{"contribution": -0.0132, "factor": "timing_raw"}, {"contribution": 0.0081, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "disclosure_lag_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"}], "party": "D", "prev_composite_score": 58.94, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.577397+00:00", "sector": "Communication Services", "severity_tier": "low", "ticker": "VZ", "top_correlations": [{"composite_score": 58.94, "event_id": "s4007-119", "event_summary": "Family Grocery and Farmer Relief Act", "event_type": "bill"}, {"composite_score": 55.75, "event_id": "s4029-119", "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_type": "bill"}, {"composite_score": 51.5, "event_id": "s4107-119", "event_summary": "Antitrust Accountability and Transparency Act", "event_type": "bill"}, {"composite_score": 31.32, "event_id": "s3533-119", "event_summary": "Shadow Docket Sunlight Act of 2025", "event_type": "bill"}, {"composite_score": 31.32, "event_id": "s3582-119", "event_summary": "No Rewards for January 6 Rioters Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-23_W000802_VZ", "transaction_date": "2026-02-23", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": 0.049, "abnormal_return_60d": 0.0156, "abnormal_return_90d": null, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 29.11, "bill_count": 3, "bioguide_id": "M001236", "chamber": "House", "company_name": "LGI Homes, Inc.", "composite_score": 44.56, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2026-03-26_M001236_LGIH", "correlation_type": "rollup", "disclosure_date": "2026-04-28", "disclosure_lag_days": 33, "engine_version": "1.2.0", "industry": "Residential Construction", "max_pair_score": 44.56, "member_name": "Tim Moore", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 13.19, "ml_score_distill": 34.2, "ml_shap_top3_car": [{"contribution": -0.0375, "factor": "amount_raw"}, {"contribution": -0.0135, "factor": "jurisdiction_raw"}, {"contribution": -0.0109, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": -14.7231, "factor": "jurisdiction_raw"}, {"contribution": -12.3056, "factor": "trade_before_event_raw"}, {"contribution": 7.967, "factor": "timing_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.264330+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "LGIH", "top_correlations": [{"composite_score": 44.56, "event_id": "hr3410-119", "event_summary": "Supersonic Aviation Modernization Act", "event_type": "bill"}, {"composite_score": 21.44, "event_id": "hr7548-119", "event_summary": "SCAM Act", "event_type": "bill"}, {"composite_score": 21.32, "event_id": "hr6955-119", "event_summary": "Main Street Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-26_M001236_LGIH", "transaction_date": "2026-03-26", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0502, "abnormal_return_60d": 0.1225, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.52, "bill_count": 8, "bioguide_id": "B001236", "chamber": "Senate", "company_name": "NVIDIA Corporation", "composite_score": 63.14, "contract_count": 5, "correlation_count": 13, "correlation_id": "rollup__quiver_2026-03-19_B001236_NVDA", "correlation_type": "rollup", "disclosure_date": "2026-04-14", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 63.14, "member_name": "John Boozman", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 56.91, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": -0.0138, "factor": "timing_raw"}, {"contribution": 0.0077, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "disclosure_lag_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"}], "party": "R", "scored_at": "2026-06-15T01:02:26.536851+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "NVDA", "top_correlations": [{"composite_score": 63.14, "event_id": "s4197-119", "event_summary": "Veterans Outdoor Rehabilitation Act", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "s4220-119", "event_summary": "Veterans Health Administration Novel Therapeutics Preparedness Act", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "s4249-119", "event_summary": "FARM Stability Act", "event_type": "bill"}, {"composite_score": 47.3, "event_id": "SUB_2026-03-23_Y260001944", "event_summary": "to TERADYNE, INC | $31,838", "event_type": "contract"}, {"composite_score": 47.3, "event_id": "SUB_2026-03-23_SVI-2319057-TCI-2544", "event_summary": "to TIDEWATER CONTRACTING, INC. | $195,421", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-19_B001236_NVDA", "transaction_date": "2026-03-19", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0507, "abnormal_return_60d": 0.1576, "abnormal_return_90d": 0.3911, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 27.4, "bill_count": 28, "bioguide_id": "J000309", "chamber": "House", "company_name": "", "composite_score": 58.94, "contract_count": 0, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-01-22_J000309_VSAT", "correlation_type": "rollup", "disclosure_date": "2026-02-23", "disclosure_lag_days": 32, "engine_version": "1.2.0", "industry": "Communication Equipment", "max_pair_score": 58.94, "member_name": "Jonathan Jackson", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 61.81, "ml_score_car": 77.15, "ml_score_distill": 61.81, "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_car": [{"contribution": 0.0375, "factor": "timing_raw"}, {"contribution": 0.0133, "factor": "amount_raw"}, {"contribution": -0.0129, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": -15.3468, "factor": "jurisdiction_raw"}, {"contribution": 8.3434, "factor": "timing_raw"}, {"contribution": 2.686, "factor": "disclosure_lag_raw"}], "party": "D", "prev_composite_score": 58.94, "score_divergence": false, "scored_at": "2026-05-31T15:52:00.148286+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "VSAT", "top_correlations": [{"composite_score": 58.94, "event_id": "hr7220-119", "event_summary": "COINTELPRO Full Disclosure Act", "event_type": "bill"}, {"composite_score": 51.23, "event_id": "hjres144-119", "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_type": "bill"}, {"composite_score": 42.59, "event_id": "hres1040-119", "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month.", "event_type": "bill"}, {"composite_score": 40.18, "event_id": "hr7449-119", "event_summary": "PLATE Act", "event_type": "bill"}, {"composite_score": 38.76, "event_id": "hr7521-119", "event_summary": "United States-Cuba Trade Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-22_J000309_VSAT", "transaction_date": "2026-01-22", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0549, "abnormal_return_60d": 0.0875, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 46.07, "bill_count": 19, "bioguide_id": "M001236", "chamber": "House", "company_name": "NVIDIA Corporation", "composite_score": 76.65, "contract_count": 5, "correlation_count": 24, "correlation_id": "rollup__quiver_2026-03-24_M001236_NVDA", "correlation_type": "rollup", "disclosure_date": "2026-04-28", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 76.65, "member_name": "Tim Moore", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 70.53, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": 0.0142, "factor": "jurisdiction_raw"}, {"contribution": 0.0076, "factor": "timing_raw"}, {"contribution": 0.0037, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 6.828, "factor": "timing_raw"}, {"contribution": 4.8946, "factor": "disclosure_lag_raw"}, {"contribution": 4.6955, "factor": "jurisdiction_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.275392+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "NVDA", "top_correlations": [{"composite_score": 76.65, "event_id": "hr3410-119", "event_summary": "Supersonic Aviation Modernization Act", "event_type": "bill"}, {"composite_score": 66.2, "event_id": "hr8187-119", "event_summary": "To amend title 51, United States Code, to direct the Administrator of the National Aeronautics and Space Administration to seek to establish the initial elements of a lunar outpost, and for other purp", "event_type": "bill"}, {"composite_score": 66.2, "event_id": "hr8182-119", "event_summary": "Banning Perpetrators of Religious Persecution Act of 2026", "event_type": "bill"}, {"composite_score": 62.78, "event_id": "hr8205-119", "event_summary": "Accelerating Access to Critical Therapies for ALS Reauthorization Act of 2026", "event_type": "bill"}, {"composite_score": 56.15, "event_id": "hres1199-119", "event_summary": "Recognizing linemen, the profession of linemen, the contributions of these brave men and women who protect public safety, and expressing support for the designation of April 18, 2026, as \"National Lin", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-24_M001236_NVDA", "transaction_date": "2026-03-24", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.0565, "abnormal_return_60d": 0.06, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 37.61, "bill_count": 9, "bioguide_id": "F000479", "chamber": "Senate", "company_name": "Microsoft Corporation", "composite_score": 55.08, "contract_count": 8, "correlation_count": 17, "correlation_id": "rollup__quiver_2026-03-30_F000479_MSFT", "correlation_type": "rollup", "disclosure_date": "2026-04-03", "disclosure_lag_days": 4, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 55.08, "member_name": "John Fetterman", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 62.34, "ml_score_distill": 60.14, "ml_shap_top3_car": [{"contribution": 0.0114, "factor": "jurisdiction_raw"}, {"contribution": -0.0109, "factor": "amount_raw"}, {"contribution": 0.0075, "factor": "disclosure_lag_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"}], "party": "D", "scored_at": "2026-06-15T01:02:26.259499+00:00", "sector": "Information Technology", "severity_tier": "low", "ticker": "MSFT", "top_correlations": [{"composite_score": 55.08, "event_id": "s4290-119", "event_summary": "Retirement Annuity Supplement Clarity Act", "event_type": "bill"}, {"composite_score": 49.95, "event_id": "sconres32-119", "event_summary": "A concurrent resolution supporting the goals and ideals of International Transgender Day of Visibility.", "event_type": "bill"}, {"composite_score": 49.95, "event_id": "s4250-119", "event_summary": "Sport Fish Restoration, Recreational Boating Safety, and Wildlife Restoration Act of 2026", "event_type": "bill"}, {"composite_score": 49.56, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 42.29, "event_id": "s4147-119", "event_summary": "Fair Prices for Local Businesses Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-30_F000479_MSFT", "transaction_date": "2026-03-30", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.0568, "abnormal_return_60d": 0.1924, "abnormal_return_90d": 0.2708, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 12.15, "bill_count": 2, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 14.56, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2026-01-05_M001190_FCFS", "correlation_type": "rollup", "disclosure_date": "2026-02-04", "disclosure_lag_days": 30, "engine_version": "1.2.0", "industry": "Credit Services", "max_pair_score": 14.56, "member_name": "Markwayne Mullin", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.0, "ml_score_car": 31.45, "ml_score_distill": 0.0, "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_car": [{"contribution": -0.0314, "factor": "multiple_signals_raw"}, {"contribution": -0.018, "factor": "jurisdiction_raw"}, {"contribution": 0.0077, "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"}], "party": "R", "prev_composite_score": 14.56, "score_divergence": true, "scored_at": "2026-05-31T15:51:59.092387+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "FCFS", "top_correlations": [{"composite_score": 14.56, "event_id": "s3478-119", "event_summary": "Indian Buffalo Management Act", "event_type": "bill"}, {"composite_score": 9.74, "event_id": "s3159-119", "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-05_M001190_FCFS", "transaction_date": "2026-01-05", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0571, "abnormal_return_60d": 0.0237, "abnormal_return_90d": 0.0627, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 48.45, "bill_count": 9, "bioguide_id": "F000110", "chamber": "House", "company_name": "", "composite_score": 65.14, "contract_count": 0, "correlation_count": 9, "correlation_id": "rollup__quiver_2026-01-20_F000110_META", "correlation_type": "rollup", "disclosure_date": "2026-02-03", "disclosure_lag_days": 14, "engine_version": "1.2.0", "industry": "Interactive Media & Services", "max_pair_score": 65.14, "member_name": "Cleo Fields", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 79.5, "ml_score_car": 41.26, "ml_score_distill": 79.5, "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_car": [{"contribution": -0.0255, "factor": "timing_raw"}, {"contribution": 0.0098, "factor": "jurisdiction_raw"}, {"contribution": -0.0087, "factor": "amount_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"}], "party": "D", "prev_composite_score": 65.14, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.065449+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "META", "top_correlations": [{"composite_score": 65.14, "event_id": "hr7247-119", "event_summary": "Prison Libraries Act of 2026", "event_type": "bill"}, {"composite_score": 58.24, "event_id": "hr7345-119", "event_summary": "Studying Disastrous Impacts of Mass Deportation Act", "event_type": "bill"}, {"composite_score": 58.24, "event_id": "hr7347-119", "event_summary": "Stop Inhumane Conditions in ICE Detention Act of 2026", "event_type": "bill"}, {"composite_score": 57.62, "event_id": "hr7391-119", "event_summary": "Community Health Center Drug Pricing Protection Act", "event_type": "bill"}, {"composite_score": 57.62, "event_id": "hres1040-119", "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-20_F000110_META", "transaction_date": "2026-01-20", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0572, "abnormal_return_60d": 0.0284, "abnormal_return_90d": -0.0771, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 44.79, "bill_count": 18, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 73.49, "contract_count": 0, "correlation_count": 18, "correlation_id": "rollup__quiver_2026-02-10_C001123_XOM", "correlation_type": "rollup", "disclosure_date": "2026-03-09", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Integrated Oil & Gas", "max_pair_score": 73.49, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 96.7, "ml_score_car": 52.55, "ml_score_distill": 96.7, "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"}], "ml_shap_top3_distill": [{"contribution": 7.265, "factor": "timing_raw"}, {"contribution": 5.1823, "factor": "jurisdiction_raw"}, {"contribution": 2.4384, "factor": "amount_raw"}], "party": "D", "prev_composite_score": 73.49, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.981675+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "XOM", "top_correlations": [{"composite_score": 73.49, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 73.49, "event_id": "hr7499-119", "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_type": "bill"}, {"composite_score": 73.49, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 62.1, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 54.66, "event_id": "hr7806-119", "event_summary": "Direct File Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-10_C001123_XOM", "transaction_date": "2026-02-10", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0574, "abnormal_return_60d": -0.0047, "abnormal_return_90d": null, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 43.61, "bill_count": 73, "bioguide_id": "G000583", "chamber": "House", "company_name": "Microsoft Corporation", "composite_score": 75.26, "contract_count": 6, "correlation_count": 79, "correlation_id": "rollup__quiver_2026-03-25_G000583_MSFT", "correlation_type": "rollup", "disclosure_date": "2026-04-08", "disclosure_lag_days": 14, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 75.26, "member_name": "Josh Gottheimer", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 75.27, "ml_score_distill": 93.64, "ml_shap_top3_car": [{"contribution": 0.0151, "factor": "timing_raw"}, {"contribution": 0.0115, "factor": "jurisdiction_raw"}, {"contribution": 0.0053, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 6.7702, "factor": "timing_raw"}, {"contribution": 5.2066, "factor": "jurisdiction_raw"}, {"contribution": 1.4261, "factor": "amount_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.268160+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "MSFT", "top_correlations": [{"composite_score": 75.26, "event_id": "hr8074-119", "event_summary": "Kira Johnson Act", "event_type": "bill"}, {"composite_score": 71.85, "event_id": "hr8138-119", "event_summary": "DPA Specialized Staffing Act", "event_type": "bill"}, {"composite_score": 71.85, "event_id": "hr8153-119", "event_summary": "Maternal Vaccination Act", "event_type": "bill"}, {"composite_score": 67.55, "event_id": "hr8163-119", "event_summary": "Provider Reimbursement Stability Act of 2026", "event_type": "bill"}, {"composite_score": 60.39, "event_id": "hr8205-119", "event_summary": "Accelerating Access to Critical Therapies for ALS Reauthorization Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-25_G000583_MSFT", "transaction_date": "2026-03-25", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.0579, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.03, "bill_count": 85, "bioguide_id": "G000583", "chamber": "House", "company_name": "International Business Machines Corporation", "composite_score": 75.05, "contract_count": 9, "correlation_count": 94, "correlation_id": "rollup__quiver_2026-04-24_G000583_IBM", "correlation_type": "rollup", "disclosure_date": "2026-05-19", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "IT Consulting & Other Services", "max_pair_score": 75.05, "member_name": "Josh Gottheimer", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 0.0, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": -0.0687, "factor": "jurisdiction_raw"}, {"contribution": -0.0195, "factor": "timing_raw"}, {"contribution": 0.0075, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 12.6567, "factor": "jurisdiction_raw"}, {"contribution": 4.4647, "factor": "timing_raw"}, {"contribution": 1.401, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.599693+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "IBM", "top_correlations": [{"composite_score": 75.05, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 67.16, "event_id": "hr8516-119", "event_summary": "American Leadership in AI Act", "event_type": "bill"}, {"composite_score": 67.16, "event_id": "hr8528-119", "event_summary": "PI Post Acute Access Act", "event_type": "bill"}, {"composite_score": 65.72, "event_id": "hres1219-119", "event_summary": "Expressing support for the month of April as \"Sikh History Month\".", "event_type": "bill"}, {"composite_score": 65.72, "event_id": "hr8558-119", "event_summary": "To amend the Research and Development, Competition, and Innovation Act to require each institution of higher education to certify as part of an application for a research and development award that su", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-24_G000583_IBM", "transaction_date": "2026-04-24", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.0587, "abnormal_return_60d": -0.1082, "abnormal_return_90d": -0.17, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 20.98, "bill_count": 4, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 35.5, "contract_count": 0, "correlation_count": 4, "correlation_id": "rollup__quiver_2026-01-27_C001123_PAAS", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 17, "engine_version": "1.2.0", "industry": "Gold", "max_pair_score": 35.5, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 2.33, "ml_score_car": 79.29, "ml_score_distill": 2.33, "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_car": [{"contribution": 0.0208, "factor": "timing_raw"}, {"contribution": 0.0078, "factor": "multiple_signals_raw"}, {"contribution": 0.0071, "factor": "disclosure_lag_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"}], "party": "D", "prev_composite_score": 35.5, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.318201+00:00", "sector": "Basic Materials", "severity_tier": "low", "ticker": "PAAS", "top_correlations": [{"composite_score": 35.5, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 16.28, "event_id": "hr6783-119", "event_summary": "San Gabriel Mountains, Foothills, and Rivers Protection Act of 2025", "event_type": "bill"}, {"composite_score": 16.06, "event_id": "hr6088-119", "event_summary": "Restoring Food Security for American Families and Farmers Act of 2025", "event_type": "bill"}, {"composite_score": 16.06, "event_id": "hr6391-119", "event_summary": "Save Oak Flat from Foreign Mining Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-27_C001123_PAAS", "transaction_date": "2026-01-27", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0589, "abnormal_return_60d": 0.1261, "abnormal_return_90d": 0.0992, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 47.87, "bill_count": 11, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 72.42, "contract_count": 0, "correlation_count": 11, "correlation_id": "rollup__quiver_2026-01-09_C001123_RTX", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 72.42, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 93.04, "ml_score_car": 79.16, "ml_score_distill": 93.04, "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_car": [{"contribution": 0.0144, "factor": "timing_raw"}, {"contribution": 0.0136, "factor": "jurisdiction_raw"}, {"contribution": 0.0067, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": 4.6208, "factor": "disclosure_lag_raw"}, {"contribution": 4.5101, "factor": "jurisdiction_raw"}, {"contribution": 3.3636, "factor": "timing_raw"}], "party": "D", "prev_composite_score": 72.42, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.370650+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "RTX", "top_correlations": [{"composite_score": 72.42, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 70.99, "event_id": "hres993-119", "event_summary": "Recognizing and expressing support for the Iranian people protesting for a free and democratic Iran.", "event_type": "bill"}, {"composite_score": 63.32, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 55.38, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}, {"composite_score": 41.41, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-09_C001123_RTX", "transaction_date": "2026-01-09", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0591, "abnormal_return_60d": -0.0567, "abnormal_return_90d": -0.0441, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 39.11, "bill_count": 8, "bioguide_id": "A000372", "chamber": "House", "company_name": "", "composite_score": 64.39, "contract_count": 0, "correlation_count": 8, "correlation_id": "rollup__quiver_2026-02-19_A000372_KMI", "correlation_type": "rollup", "disclosure_date": "2026-03-11", "disclosure_lag_days": 20, "engine_version": "1.2.0", "industry": "Oil & Gas Midstream", "max_pair_score": 64.39, "member_name": "Richard W. Allen", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 74.96, "ml_score_car": 100.0, "ml_score_distill": 74.96, "ml_shap_top3": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0459, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 64.39, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.493901+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "KMI", "top_correlations": [{"composite_score": 64.39, "event_id": "hres1076-119", "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States.", "event_type": "bill"}, {"composite_score": 50.12, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 39.31, "event_id": "hr7362-119", "event_summary": "Form 5500 Filing Simplification Act", "event_type": "bill"}, {"composite_score": 33.79, "event_id": "hr7230-119", "event_summary": "Buying American Cotton Act of 2026", "event_type": "bill"}, {"composite_score": 31.32, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-19_A000372_KMI", "transaction_date": "2026-02-19", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0592, "abnormal_return_60d": 0.0748, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 26.56, "bill_count": 3, "bioguide_id": "M001236", "chamber": "House", "company_name": "Cracker Barrel Old Country Stor", "composite_score": 51.32, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2026-03-23_M001236_CBRL", "correlation_type": "rollup", "disclosure_date": "2026-03-24", "disclosure_lag_days": 1, "engine_version": "1.2.0", "industry": "Restaurants", "max_pair_score": 51.32, "member_name": "Tim Moore", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 44.79, "ml_score_distill": 53.11, "ml_shap_top3_car": [{"contribution": -0.0115, "factor": "jurisdiction_raw"}, {"contribution": -0.0109, "factor": "timing_raw"}, {"contribution": 0.005, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": -14.8843, "factor": "jurisdiction_raw"}, {"contribution": 8.2129, "factor": "timing_raw"}, {"contribution": 1.656, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.275489+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "CBRL", "top_correlations": [{"composite_score": 51.32, "event_id": "hr3410-119", "event_summary": "Supersonic Aviation Modernization Act", "event_type": "bill"}, {"composite_score": 14.4, "event_id": "hr7548-119", "event_summary": "SCAM Act", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "hr6955-119", "event_summary": "Main Street Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-23_M001236_CBRL", "transaction_date": "2026-03-23", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0596, "abnormal_return_60d": 0.1381, "abnormal_return_90d": 0.3469, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 46.28, "bill_count": 15, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 71.39, "contract_count": 0, "correlation_count": 15, "correlation_id": "rollup__quiver_2026-02-10_C001123_UNH", "correlation_type": "rollup", "disclosure_date": "2026-03-09", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Managed Health Care", "max_pair_score": 71.39, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.85, "ml_score_car": 65.26, "ml_score_distill": 90.85, "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"}], "ml_shap_top3_distill": [{"contribution": 6.9052, "factor": "timing_raw"}, {"contribution": 5.0115, "factor": "jurisdiction_raw"}, {"contribution": 1.3198, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 71.39, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.945496+00:00", "sector": "Health Care", "severity_tier": "medium", "ticker": "UNH", "top_correlations": [{"composite_score": 71.39, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 71.39, "event_id": "hr7499-119", "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_type": "bill"}, {"composite_score": 71.39, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 59.99, "event_id": "hr7623-119", "event_summary": "Freedom House Ambulance Service Congressional Gold Medal Act", "event_type": "bill"}, {"composite_score": 59.99, "event_id": "hr7637-119", "event_summary": "Head Start for America\u2019s Children Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-10_C001123_UNH", "transaction_date": "2026-02-10", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0603, "abnormal_return_60d": 0.2321, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 23.0, "bill_count": 10, "bioguide_id": "C001123", "chamber": "House", "company_name": "Miami International Holdings, I", "composite_score": 41.57, "contract_count": 2, "correlation_count": 12, "correlation_id": "rollup__quiver_2026-03-20_C001123_MIAX", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Capital Markets", "max_pair_score": 41.57, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 40.72, "ml_score_distill": 34.96, "ml_shap_top3_car": [{"contribution": -0.0197, "factor": "timing_raw"}, {"contribution": -0.0114, "factor": "jurisdiction_raw"}, {"contribution": 0.0089, "factor": "disclosure_lag_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"}], "party": "D", "scored_at": "2026-06-15T01:02:26.528883+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "MIAX", "top_correlations": [{"composite_score": 41.57, "event_id": "hr8163-119", "event_summary": "Provider Reimbursement Stability Act of 2026", "event_type": "bill"}, {"composite_score": 40.37, "event_id": "SUB_2026-03-05_D26P000282", "event_summary": "to AVIATRIX INC | $77,245", "event_type": "contract"}, {"composite_score": 37.2, "event_id": "SUB_2026-02-27_40487291", "event_summary": "to AMPHENOL CORP | $30,043", "event_type": "contract"}, {"composite_score": 35.55, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}, {"composite_score": 21.32, "event_id": "hr7806-119", "event_summary": "Direct File Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-20_C001123_MIAX", "transaction_date": "2026-03-20", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0604, "abnormal_return_60d": 0.1751, "abnormal_return_90d": 0.6279, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 40.26, "bill_count": 65, "bioguide_id": "G000583", "chamber": "House", "company_name": "", "composite_score": 65.72, "contract_count": 3, "correlation_count": 68, "correlation_id": "rollup__quiver_2026-02-27_G000583_PANW", "correlation_type": "rollup", "disclosure_date": "2026-03-16", "disclosure_lag_days": 17, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 65.72, "member_name": "Josh Gottheimer", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 80.11, "ml_score_car": 63.41, "ml_score_distill": 80.11, "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"}], "ml_shap_top3_distill": [{"contribution": 4.6852, "factor": "jurisdiction_raw"}, {"contribution": 2.8938, "factor": "timing_raw"}, {"contribution": 1.3044, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 65.72, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.836833+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "PANW", "top_correlations": [{"composite_score": 65.72, "event_id": "hres1098-119", "event_summary": "Expressing support for the designation of March 3, 2026, as \"National Triple-Negative Breast Cancer Day\".", "event_type": "bill"}, {"composite_score": 64.39, "event_id": "hr7802-119", "event_summary": "DISCLOSE Act of 2026", "event_type": "bill"}, {"composite_score": 63.14, "event_id": "hr7826-119", "event_summary": "HBCU AI Research Leadership Act", "event_type": "bill"}, {"composite_score": 58.94, "event_id": "hr7870-119", "event_summary": "ICE Standards Act", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-27_G000583_PANW", "transaction_date": "2026-02-27", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.0606, "abnormal_return_60d": -0.003, "abnormal_return_90d": -0.0488, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 46.91, "bill_count": 3, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 64.2, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2025-12-29_M001190_GOOGL", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Interactive Media & Services", "max_pair_score": 64.2, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 71.12, "ml_score_car": 50.31, "ml_score_distill": 71.12, "ml_shap_top3": [{"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"}], "ml_shap_top3_distill": [{"contribution": -5.4934, "factor": "timing_raw"}, {"contribution": 4.8025, "factor": "jurisdiction_raw"}, {"contribution": 2.483, "factor": "amount_raw"}], "party": "R", "prev_composite_score": 64.2, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.545307+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "GOOGL", "top_correlations": [{"composite_score": 64.2, "event_id": "s3606-119", "event_summary": "Fraud Accountability Act", "event_type": "bill"}, {"composite_score": 39.93, "event_id": "s3366-119", "event_summary": "Back the Blue Act of 2025", "event_type": "bill"}, {"composite_score": 36.59, "event_id": "s3041-119", "event_summary": "Tribal Warrant Fairness Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-29_M001190_GOOGL", "transaction_date": "2025-12-29", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0611, "abnormal_return_60d": 0.2628, "abnormal_return_90d": 0.2255, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.39, "bill_count": 14, "bioguide_id": "J000310", "chamber": "House", "company_name": "", "composite_score": 70.33, "contract_count": 0, "correlation_count": 14, "correlation_id": "rollup__quiver_2025-12-18_J000310_DE", "correlation_type": "rollup", "disclosure_date": "2026-01-15", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Farm & Heavy Construction Machinery", "max_pair_score": 70.33, "member_name": "Julie Johnson", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.72, "ml_score_car": 58.15, "ml_score_distill": 88.72, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 70.33, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.575857+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "DE", "top_correlations": [{"composite_score": 70.33, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 52.92, "event_id": "hr6731-119", "event_summary": "Restore Trust in Government Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hres1001-119", "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_type": "bill"}, {"composite_score": 49.56, "event_id": "hr7088-119", "event_summary": "NO NATO for Purchase Act", "event_type": "bill"}, {"composite_score": 49.56, "event_id": "hr7119-119", "event_summary": "DHS Use of Force Oversight Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-18_J000310_DE", "transaction_date": "2025-12-18", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0614, "abnormal_return_60d": 0.0512, "abnormal_return_90d": -0.074, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 45.17, "bill_count": 31, "bioguide_id": "M001232", "chamber": "House", "company_name": "", "composite_score": 69.74, "contract_count": 12, "correlation_count": 43, "correlation_id": "rollup__quiver_2026-02-23_M001232_CLH", "correlation_type": "rollup", "disclosure_date": "2026-03-10", "disclosure_lag_days": 15, "engine_version": "1.2.0", "industry": "Waste Management", "max_pair_score": 69.74, "member_name": "April Mcclain Delaney", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.23, "ml_score_car": 57.33, "ml_score_distill": 90.23, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7151, "factor": "timing_raw"}, {"contribution": 4.9859, "factor": "jurisdiction_raw"}, {"contribution": 1.3475, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 69.74, "score_divergence": true, "scored_at": "2026-05-31T15:52:02.559629+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "CLH", "top_correlations": [{"composite_score": 69.74, "event_id": "hr7716-119", "event_summary": "Tariff Free Farming Act", "event_type": "bill"}, {"composite_score": 69.74, "event_id": "hres1080-119", "event_summary": "Original Black History Month Resolution of 2026", "event_type": "bill"}, {"composite_score": 66.78, "event_id": "SUB_2026-02-27_0000001582-0", "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558", "event_type": "contract"}, {"composite_score": 63.03, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}, {"composite_score": 60.93, "event_id": "hres1106-119", "event_summary": "Honoring the life and legacy of Rev. Jesse Louis Jackson, Sr.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-23_M001232_CLH", "transaction_date": "2026-02-23", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.0618, "abnormal_return_60d": 0.2255, "abnormal_return_90d": 0.4832, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 23.7, "bill_count": 3, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 34.55, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2025-12-18_M001190_COHR", "correlation_type": "rollup", "disclosure_date": "2026-01-13", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Scientific & Technical Instruments", "max_pair_score": 34.55, "member_name": "Markwayne Mullin", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 15.17, "ml_score_car": 65.14, "ml_score_distill": 15.17, "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"}], "ml_shap_top3_distill": [{"contribution": -15.5662, "factor": "jurisdiction_raw"}, {"contribution": -10.8152, "factor": "timing_raw"}, {"contribution": 2.2795, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 34.55, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.752190+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "COHR", "top_correlations": [{"composite_score": 34.55, "event_id": "s3606-119", "event_summary": "Fraud Accountability Act", "event_type": "bill"}, {"composite_score": 22.61, "event_id": "s3366-119", "event_summary": "Back the Blue Act of 2025", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "s3041-119", "event_summary": "Tribal Warrant Fairness Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-18_M001190_COHR", "transaction_date": "2025-12-18", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": 0.0619, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 500001, "amount_range": "500001.0", "avg_pair_score": 43.81, "bill_count": 37, "bioguide_id": "J000305", "chamber": "House", "company_name": "QUALCOMM Incorporated", "composite_score": 70.51, "contract_count": 11, "correlation_count": 48, "correlation_id": "rollup__quiver_2026-05-07_J000305_QCOM", "correlation_type": "rollup", "disclosure_date": "2026-05-20", "disclosure_lag_days": 13, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 70.51, "member_name": "Sara Jacobs", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 41.25, "ml_score_distill": 86.85, "ml_shap_top3_car": [{"contribution": -0.0245, "factor": "amount_raw"}, {"contribution": -0.015, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 4.8174, "factor": "jurisdiction_raw"}, {"contribution": 4.3183, "factor": "amount_raw"}, {"contribution": 1.2798, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.200711+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "QCOM", "top_correlations": [{"composite_score": 70.51, "event_id": "hr8798-119", "event_summary": "Universal School Meals Program Act of 2026", "event_type": "bill"}, {"composite_score": 69.35, "event_id": "hr8807-119", "event_summary": "Maternal Health Pandemic Response Act", "event_type": "bill"}, {"composite_score": 69.35, "event_id": "hr8811-119", "event_summary": "Moms Matter Act", "event_type": "bill"}, {"composite_score": 69.35, "event_id": "hr8831-119", "event_summary": "Protecting Our Democracy Act", "event_type": "bill"}, {"composite_score": 64.61, "event_id": "hr8907-119", "event_summary": "IMPACT to Save Moms Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-07_J000305_QCOM", "transaction_date": "2026-05-07", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.0622, "abnormal_return_60d": -0.0641, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 24.56, "bill_count": 3, "bioguide_id": "M001236", "chamber": "House", "company_name": "LGI Homes, Inc.", "composite_score": 44.61, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2026-03-18_M001236_LGIH", "correlation_type": "rollup", "disclosure_date": "2026-03-24", "disclosure_lag_days": 6, "engine_version": "1.2.0", "industry": "Residential Construction", "max_pair_score": 44.61, "member_name": "Tim Moore", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 39.88, "ml_score_distill": 35.53, "ml_shap_top3_car": [{"contribution": -0.0208, "factor": "timing_raw"}, {"contribution": -0.0114, "factor": "jurisdiction_raw"}, {"contribution": 0.0091, "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"}], "party": "R", "scored_at": "2026-06-15T01:02:26.544012+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "LGIH", "top_correlations": [{"composite_score": 44.61, "event_id": "hr3410-119", "event_summary": "Supersonic Aviation Modernization Act", "event_type": "bill"}, {"composite_score": 15.13, "event_id": "hr7548-119", "event_summary": "SCAM Act", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "hr6955-119", "event_summary": "Main Street Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-18_M001236_LGIH", "transaction_date": "2026-03-18", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0624, "abnormal_return_60d": -0.0913, "abnormal_return_90d": -0.101, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 28.14, "bill_count": 3, "bioguide_id": "H000273", "chamber": "Senate", "company_name": "", "composite_score": 36.24, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2026-01-14_H000273_LOW", "correlation_type": "rollup", "disclosure_date": "2026-02-06", "disclosure_lag_days": 23, "engine_version": "1.2.0", "industry": "Home Improvement Retail", "max_pair_score": 36.24, "member_name": "John Hickenlooper", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 14.63, "ml_score_car": 79.51, "ml_score_distill": 14.63, "ml_shap_top3": [{"contribution": -15.9703, "factor": "jurisdiction_raw"}, {"contribution": -11.3873, "factor": "timing_raw"}, {"contribution": 2.256, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0268, "factor": "timing_raw"}, {"contribution": 0.0079, "factor": "multiple_signals_raw"}, {"contribution": 0.0071, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": -15.9703, "factor": "jurisdiction_raw"}, {"contribution": -11.3873, "factor": "timing_raw"}, {"contribution": 2.256, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 36.24, "score_divergence": true, "scored_at": "2026-05-31T15:51:59.719674+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "LOW", "top_correlations": [{"composite_score": 36.24, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 32.11, "event_id": "s3597-119", "event_summary": "National Quantum Initiative Reauthorization Act of 2026", "event_type": "bill"}, {"composite_score": 16.06, "event_id": "s3257-119", "event_summary": "Mental Health in Aviation Act of 2025", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-14_H000273_LOW", "transaction_date": "2026-01-14", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0625, "abnormal_return_60d": 0.2212, "abnormal_return_90d": 0.164, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.39, "bill_count": 14, "bioguide_id": "J000310", "chamber": "House", "company_name": "", "composite_score": 70.33, "contract_count": 0, "correlation_count": 14, "correlation_id": "rollup__quiver_2025-12-18_J000310_ETN", "correlation_type": "rollup", "disclosure_date": "2026-01-15", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 70.33, "member_name": "Julie Johnson", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.72, "ml_score_car": 58.15, "ml_score_distill": 88.72, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 70.33, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.615069+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "ETN", "top_correlations": [{"composite_score": 70.33, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 52.92, "event_id": "hr6731-119", "event_summary": "Restore Trust in Government Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hres1001-119", "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_type": "bill"}, {"composite_score": 49.56, "event_id": "hr7088-119", "event_summary": "NO NATO for Purchase Act", "event_type": "bill"}, {"composite_score": 49.56, "event_id": "hr7119-119", "event_summary": "DHS Use of Force Oversight Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-18_J000310_ETN", "transaction_date": "2025-12-18", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0628, "abnormal_return_60d": -0.01, "abnormal_return_90d": 0.009, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 47.16, "bill_count": 3, "bioguide_id": "C001047", "chamber": "Senate", "company_name": "", "composite_score": 68.69, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2025-12-16_C001047_GOOGL", "correlation_type": "rollup", "disclosure_date": "2026-01-06", "disclosure_lag_days": 21, "engine_version": "1.2.0", "industry": "Interactive Media & Services", "max_pair_score": 68.69, "member_name": "Shelley Moore Capito", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.59, "ml_score_car": 57.53, "ml_score_distill": 88.59, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7107, "factor": "timing_raw"}, {"contribution": 4.8937, "factor": "jurisdiction_raw"}, {"contribution": 1.352, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 68.69, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.243437+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "GOOGL", "top_correlations": [{"composite_score": 68.69, "event_id": "sres569-119", "event_summary": "A resolution expressing support for declaring 2026 the \"Year of Math\" in the United States.", "event_type": "bill"}, {"composite_score": 41.46, "event_id": "s3366-119", "event_summary": "Back the Blue Act of 2025", "event_type": "bill"}, {"composite_score": 31.32, "event_id": "sjres79-119", "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", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-16_C001047_GOOGL", "transaction_date": "2025-12-16", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0639, "abnormal_return_60d": 0.1443, "abnormal_return_90d": -0.1776, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 48.42, "bill_count": 22, "bioguide_id": "C001123", "chamber": "House", "company_name": "Advanced Energy Industries, Inc", "composite_score": 68.41, "contract_count": 13, "correlation_count": 35, "correlation_id": "rollup__quiver_2026-03-03_C001123_AEIS", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Electrical Equipment & Parts", "max_pair_score": 68.41, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 39.39, "ml_score_distill": 86.7, "ml_shap_top3_car": [{"contribution": -0.0217, "factor": "timing_raw"}, {"contribution": -0.0115, "factor": "disclosure_lag_raw"}, {"contribution": 0.0113, "factor": "jurisdiction_raw"}], "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"}], "party": "D", "scored_at": "2026-06-01T01:02:53.944350+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "AEIS", "top_correlations": [{"composite_score": 68.41, "event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059", "event_type": "contract"}, {"composite_score": 61.01, "event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_summary": "to OSHKOSH DEFENSE LLC | $960,267", "event_type": "contract"}, {"composite_score": 61.01, "event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_summary": "to OSHKOSH DEFENSE LLC | $191,384", "event_type": "contract"}, {"composite_score": 61.01, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 60.35, "event_id": "SUB_2026-03-18_L-20260770773", "event_summary": "to THE BOEING COMPANY | $128,134", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-03_C001123_AEIS", "transaction_date": "2026-03-03", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.064, "abnormal_return_60d": -0.1344, "abnormal_return_90d": -0.2466, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 23.7, "bill_count": 3, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 34.55, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2025-12-18_M001190_CRDO", "correlation_type": "rollup", "disclosure_date": "2026-01-13", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 34.55, "member_name": "Markwayne Mullin", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 15.17, "ml_score_car": 65.14, "ml_score_distill": 15.17, "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"}], "ml_shap_top3_distill": [{"contribution": -15.5662, "factor": "jurisdiction_raw"}, {"contribution": -10.8152, "factor": "timing_raw"}, {"contribution": 2.2795, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 34.55, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.770045+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "CRDO", "top_correlations": [{"composite_score": 34.55, "event_id": "s3606-119", "event_summary": "Fraud Accountability Act", "event_type": "bill"}, {"composite_score": 22.61, "event_id": "s3366-119", "event_summary": "Back the Blue Act of 2025", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "s3041-119", "event_summary": "Tribal Warrant Fairness Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-18_M001190_CRDO", "transaction_date": "2025-12-18", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": 0.0643, "abnormal_return_60d": -0.0151, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 38.41, "bill_count": 9, "bioguide_id": "F000479", "chamber": "Senate", "company_name": "Microsoft Corporation", "composite_score": 54.56, "contract_count": 6, "correlation_count": 15, "correlation_id": "rollup__quiver_2026-03-27_F000479_MSFT", "correlation_type": "rollup", "disclosure_date": "2026-04-03", "disclosure_lag_days": 7, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 54.56, "member_name": "John Fetterman", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 60.25, "ml_score_distill": 58.33, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": -0.006, "factor": "timing_raw"}, {"contribution": 0.0042, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -13.363, "factor": "trade_before_event_raw"}, {"contribution": 6.7774, "factor": "timing_raw"}, {"contribution": 4.8902, "factor": "jurisdiction_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.262230+00:00", "sector": "Information Technology", "severity_tier": "low", "ticker": "MSFT", "top_correlations": [{"composite_score": 54.56, "event_id": "sconres32-119", "event_summary": "A concurrent resolution supporting the goals and ideals of International Transgender Day of Visibility.", "event_type": "bill"}, {"composite_score": 54.56, "event_id": "s4250-119", "event_summary": "Sport Fish Restoration, Recreational Boating Safety, and Wildlife Restoration Act of 2026", "event_type": "bill"}, {"composite_score": 53.34, "event_id": "s4290-119", "event_summary": "Retirement Annuity Supplement Clarity Act", "event_type": "bill"}, {"composite_score": 45.12, "event_id": "s4147-119", "event_summary": "Fair Prices for Local Businesses Act", "event_type": "bill"}, {"composite_score": 39.31, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-27_F000479_MSFT", "transaction_date": "2026-03-27", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.0646, "abnormal_return_60d": 0.0465, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 40.27, "bill_count": 9, "bioguide_id": "S000168", "chamber": "House", "company_name": "The Goldman Sachs Group, Inc.", "composite_score": 57.13, "contract_count": 2, "correlation_count": 11, "correlation_id": "rollup__quiver_2026-03-19_S000168_GS", "correlation_type": "rollup", "disclosure_date": "2026-04-21", "disclosure_lag_days": 33, "engine_version": "1.2.0", "industry": "Investment Banking & Brokerage", "max_pair_score": 57.13, "member_name": "Maria Elvira Salazar", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 54.23, "ml_score_distill": 68.2, "ml_shap_top3_car": [{"contribution": -0.0218, "factor": "disclosure_lag_raw"}, {"contribution": 0.0108, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -13.6725, "factor": "trade_before_event_raw"}, {"contribution": 7.3413, "factor": "timing_raw"}, {"contribution": 5.0451, "factor": "jurisdiction_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.540193+00:00", "sector": "Financials", "severity_tier": "low", "ticker": "GS", "top_correlations": [{"composite_score": 57.13, "event_id": "hres1121-119", "event_summary": "Honoring the extraordinary contributions of Irish Americans to the American War for Independence on the occasion of the 250th anniversary of the United States.", "event_type": "bill"}, {"composite_score": 54.33, "event_id": "hr8274-119", "event_summary": "Improving Retirement Security for Family Caregivers Act of 2026", "event_type": "bill"}, {"composite_score": 54.33, "event_id": "hr8273-119", "event_summary": "Catching Up Family Caregivers Act of 2026", "event_type": "bill"}, {"composite_score": 42.9, "event_id": "hr7769-119", "event_summary": "MINT Act", "event_type": "bill"}, {"composite_score": 40.36, "event_id": "hr7737-119", "event_summary": "SEEDS Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-19_S000168_GS", "transaction_date": "2026-03-19", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0649, "abnormal_return_60d": 0.1231, "abnormal_return_90d": 0.1903, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 31.69, "bill_count": 4, "bioguide_id": "H001072", "chamber": "House", "company_name": "", "composite_score": 44.08, "contract_count": 0, "correlation_count": 4, "correlation_id": "rollup__quiver_2025-12-31_H001072_PFE", "correlation_type": "rollup", "disclosure_date": "2026-01-23", "disclosure_lag_days": 23, "engine_version": "1.2.0", "industry": "Pharmaceuticals", "max_pair_score": 44.08, "member_name": "James French Hill", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 38.55, "ml_score_car": 33.99, "ml_score_distill": 38.55, "ml_shap_top3": [{"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"}], "ml_shap_top3_distill": [{"contribution": -13.3413, "factor": "jurisdiction_raw"}, {"contribution": -3.1993, "factor": "timing_raw"}, {"contribution": 2.1449, "factor": "amount_raw"}], "party": "R", "prev_composite_score": 44.08, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.942680+00:00", "sector": "Healthcare", "severity_tier": "low", "ticker": "PFE", "top_correlations": [{"composite_score": 44.08, "event_id": "hr7022-119", "event_summary": "Mystic Alerts Act", "event_type": "bill"}, {"composite_score": 38.35, "event_id": "hr7230-119", "event_summary": "Buying American Cotton Act of 2026", "event_type": "bill"}, {"composite_score": 26.15, "event_id": "hr6766-119", "event_summary": "Essential Caregivers Act of 2025", "event_type": "bill"}, {"composite_score": 18.16, "event_id": "hr6047-119", "event_summary": "Sharri Briley and Eric Edmundson Veterans Benefits Expansion Act of 2025", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-31_H001072_PFE", "transaction_date": "2025-12-31", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0672, "abnormal_return_60d": -0.0444, "abnormal_return_90d": null, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 38.87, "bill_count": 5, "bioguide_id": "H001082", "chamber": "House", "company_name": "ICON plc", "composite_score": 60.35, "contract_count": 1, "correlation_count": 6, "correlation_id": "rollup__quiver_2026-03-05_H001082_ICLR", "correlation_type": "rollup", "disclosure_date": "2026-04-03", "disclosure_lag_days": 29, "engine_version": "1.2.0", "industry": "Diagnostics & Research", "max_pair_score": 60.35, "member_name": "Kevin Hern", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 89.65, "ml_score_distill": 67.08, "ml_shap_top3_car": [{"contribution": 0.0307, "factor": "timing_raw"}, {"contribution": 0.0191, "factor": "jurisdiction_raw"}, {"contribution": 0.0092, "factor": "multiple_signals_raw"}], "ml_shap_top3_distill": [{"contribution": -8.4452, "factor": "timing_raw"}, {"contribution": 5.5193, "factor": "jurisdiction_raw"}, {"contribution": 2.4113, "factor": "amount_raw"}], "party": "R", "scored_at": "2026-06-03T01:48:03.223522+00:00", "sector": "Healthcare", "severity_tier": "medium", "ticker": "ICLR", "top_correlations": [{"composite_score": 60.35, "event_id": "SUB_2026-03-20_42HAL00174", "event_summary": "to ANIXTER INC | $56,901", "event_type": "contract"}, {"composite_score": 48.82, "event_id": "hr7905-119", "event_summary": "Diabetes Foot Health Access and Modernization Act of 2026", "event_type": "bill"}, {"composite_score": 41.92, "event_id": "hr8034-119", "event_summary": "Protecting America\u2019s Small Oil and Gas Producers and Rural Jobs Act", "event_type": "bill"}, {"composite_score": 38.76, "event_id": "hr8101-119", "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)", "event_type": "bill"}, {"composite_score": 22.99, "event_id": "hr7527-119", "event_summary": "Pay Less at the Pump Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-05_H001082_ICLR", "transaction_date": "2026-03-05", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0672, "abnormal_return_60d": 0.0254, "abnormal_return_90d": -0.0848, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 44.72, "bill_count": 20, "bioguide_id": "C001123", "chamber": "House", "company_name": "Federal Signal Corporation", "composite_score": 72.1, "contract_count": 14, "correlation_count": 34, "correlation_id": "rollup__quiver_2026-03-09_C001123_FSS", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 29, "engine_version": "1.2.0", "industry": "Pollution & Treatment Controls", "max_pair_score": 72.1, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-07T01:31:19.689155+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "FSS", "top_correlations": [{"composite_score": 72.1, "event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059", "event_type": "contract"}, {"composite_score": 60.89, "event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_summary": "to OSHKOSH DEFENSE LLC | $960,267", "event_type": "contract"}, {"composite_score": 60.89, "event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_summary": "to OSHKOSH DEFENSE LLC | $191,384", "event_type": "contract"}, {"composite_score": 60.89, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 59.88, "event_id": "SUB_2026-03-18_L-20260770773", "event_summary": "to THE BOEING COMPANY | $128,134", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-09_C001123_FSS", "transaction_date": "2026-03-09", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.0675, "abnormal_return_60d": -0.0052, "abnormal_return_90d": -0.0503, "amount_lower": 1000001, "amount_range": "1000001.0", "avg_pair_score": 56.14, "bill_count": 1, "bioguide_id": "P000197", "chamber": "House", "company_name": "", "composite_score": 56.14, "contract_count": 0, "correlation_count": 1, "correlation_id": "rollup__quiver_2025-12-30_P000197_GOOGL", "correlation_type": "rollup", "disclosure_date": "2026-01-23", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Interactive Media & Services", "max_pair_score": 56.14, "member_name": "Nancy Pelosi", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 59.45, "ml_score_car": 28.62, "ml_score_distill": 59.45, "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_car": [{"contribution": -0.0487, "factor": "multiple_signals_raw"}, {"contribution": 0.0213, "factor": "jurisdiction_raw"}, {"contribution": -0.0207, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": -9.1238, "factor": "timing_raw"}, {"contribution": 5.6626, "factor": "jurisdiction_raw"}, {"contribution": -4.9147, "factor": "multiple_signals_raw"}], "party": "D", "prev_composite_score": 56.14, "score_divergence": true, "scored_at": "2026-05-31T15:51:58.846523+00:00", "sector": "Communication Services", "severity_tier": "low", "ticker": "GOOGL", "top_correlations": [{"composite_score": 56.14, "event_id": "hres996-119", "event_summary": "Impeaching Kristi Lynn Arnold Noem, Secretary of Homeland Security, for high crimes and misdemeanors.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-30_P000197_GOOGL", "transaction_date": "2025-12-30", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0679, "abnormal_return_60d": 0.0728, "abnormal_return_90d": -0.035, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 51.92, "bill_count": 8, "bioguide_id": "S001203", "chamber": "Senate", "company_name": "", "composite_score": 58.94, "contract_count": 0, "correlation_count": 8, "correlation_id": "rollup__quiver_2026-01-27_S001203_BRK", "correlation_type": "rollup", "disclosure_date": "2026-01-30", "disclosure_lag_days": 3, "engine_version": "1.2.0", "industry": "", "max_pair_score": 58.94, "member_name": "Tina Smith", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 48.68, "ml_score_car": 4.35, "ml_score_distill": 48.68, "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"}], "ml_shap_top3_distill": [{"contribution": -15.6472, "factor": "jurisdiction_raw"}, {"contribution": 6.8813, "factor": "timing_raw"}, {"contribution": 1.5962, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 58.94, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.353139+00:00", "sector": "", "severity_tier": "low", "ticker": "BRK", "top_correlations": [{"composite_score": 58.94, "event_id": "s3699-119", "event_summary": "FOCUS Act", "event_type": "bill"}, {"composite_score": 57.17, "event_id": "s3717-119", "event_summary": "Opportunities in Organic Act", "event_type": "bill"}, {"composite_score": 55.53, "event_id": "s3730-119", "event_summary": "Emergency Medical Services Reimbursement for On-Scene Care and Support Act", "event_type": "bill"}, {"composite_score": 54.0, "event_id": "s3753-119", "event_summary": "Preserving Homes and Communities Act of 2026", "event_type": "bill"}, {"composite_score": 54.0, "event_id": "s3754-119", "event_summary": "Affordable Housing and Homeownership Protection Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-27_S001203_BRK", "transaction_date": "2026-01-27", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.068, "abnormal_return_60d": 0.024, "abnormal_return_90d": 0.0711, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.39, "bill_count": 14, "bioguide_id": "J000310", "chamber": "House", "company_name": "", "composite_score": 70.33, "contract_count": 0, "correlation_count": 14, "correlation_id": "rollup__quiver_2025-12-18_J000310_GD", "correlation_type": "rollup", "disclosure_date": "2026-01-15", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 70.33, "member_name": "Julie Johnson", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.72, "ml_score_car": 58.15, "ml_score_distill": 88.72, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 70.33, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.632710+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "GD", "top_correlations": [{"composite_score": 70.33, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 52.92, "event_id": "hr6731-119", "event_summary": "Restore Trust in Government Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hres1001-119", "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_type": "bill"}, {"composite_score": 49.56, "event_id": "hr7088-119", "event_summary": "NO NATO for Purchase Act", "event_type": "bill"}, {"composite_score": 49.56, "event_id": "hr7119-119", "event_summary": "DHS Use of Force Oversight Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-18_J000310_GD", "transaction_date": "2025-12-18", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0681, "abnormal_return_60d": -0.1416, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 50.85, "bill_count": 14, "bioguide_id": "T000490", "chamber": "House", "company_name": "Parker-Hannifin Corporation", "composite_score": 71.04, "contract_count": 14, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-03-12_T000490_PH", "correlation_type": "rollup", "disclosure_date": "2026-03-20", "disclosure_lag_days": 8, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 71.04, "member_name": "David J. Taylor", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 51.15, "ml_score_distill": 91.6, "ml_shap_top3_car": [{"contribution": -0.0315, "factor": "jurisdiction_raw"}, {"contribution": 0.0137, "factor": "amount_raw"}, {"contribution": 0.0073, "factor": "timing_raw"}], "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"}], "party": "R", "scored_at": "2026-06-10T01:20:53.319584+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "PH", "top_correlations": [{"composite_score": 71.04, "event_id": "SUB_2026-03-18_ASPHALT TESTING SERVICES 25-106", "event_summary": "to ASPHALT TESTING SERVICES ATS, LLC | $353,500", "event_type": "contract"}, {"composite_score": 64.39, "event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_summary": "to OSHKOSH DEFENSE LLC | $960,267", "event_type": "contract"}, {"composite_score": 64.39, "event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_summary": "to OSHKOSH DEFENSE LLC | $191,384", "event_type": "contract"}, {"composite_score": 64.39, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 63.14, "event_id": "SUB_2026-03-18_L-20260770773", "event_summary": "to THE BOEING COMPANY | $128,134", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-12_T000490_PH", "transaction_date": "2026-03-12", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.0681, "abnormal_return_60d": 0.0002, "abnormal_return_90d": -0.1062, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 51.31, "bill_count": 4, "bioguide_id": "L000595", "chamber": "House", "company_name": "", "composite_score": 59.93, "contract_count": 2, "correlation_count": 6, "correlation_id": "rollup__quiver_2026-02-02_L000595_MMM", "correlation_type": "rollup", "disclosure_date": "2026-03-12", "disclosure_lag_days": 38, "engine_version": "1.2.0", "industry": "Conglomerates", "max_pair_score": 59.93, "member_name": "Julia Letlow", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 69.46, "ml_score_car": 30.34, "ml_score_distill": 69.46, "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_car": [{"contribution": -0.0345, "factor": "disclosure_lag_raw"}, {"contribution": 0.0076, "factor": "jurisdiction_raw"}, {"contribution": -0.0045, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -11.1854, "factor": "timing_raw"}, {"contribution": 5.7717, "factor": "disclosure_lag_raw"}, {"contribution": 5.4851, "factor": "jurisdiction_raw"}], "party": "R", "prev_composite_score": 59.93, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.776192+00:00", "sector": "Industrials", "severity_tier": "low", "ticker": "MMM", "top_correlations": [{"composite_score": 59.93, "event_id": "hres1076-119", "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States.", "event_type": "bill"}, {"composite_score": 58.85, "event_id": "SUB_2026-02-27_0000001582-0", "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558", "event_type": "contract"}, {"composite_score": 57.98, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}, {"composite_score": 51.59, "event_id": "hr7235-119", "event_summary": "Protecting Motherhood Act", "event_type": "bill"}, {"composite_score": 39.75, "event_id": "hr5942-119", "event_summary": "National Cemetery Access Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-02_L000595_MMM", "transaction_date": "2026-02-02", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.0695, "abnormal_return_60d": 0.0974, "abnormal_return_90d": 0.0306, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 19.57, "bill_count": 2, "bioguide_id": "W000802", "chamber": "Senate", "company_name": "", "composite_score": 28.53, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2026-01-09_W000802_MCD", "correlation_type": "rollup", "disclosure_date": "2026-02-04", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Restaurants", "max_pair_score": 28.53, "member_name": "Sheldon Whitehouse", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.0, "ml_score_car": 34.58, "ml_score_distill": 0.0, "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_car": [{"contribution": -0.0377, "factor": "multiple_signals_raw"}, {"contribution": 0.0092, "factor": "amount_raw"}, {"contribution": -0.0071, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -16.6841, "factor": "jurisdiction_raw"}, {"contribution": -14.1095, "factor": "timing_raw"}, {"contribution": -4.1999, "factor": "multiple_signals_raw"}], "party": "D", "prev_composite_score": 28.53, "score_divergence": true, "scored_at": "2026-05-31T15:51:59.511656+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "MCD", "top_correlations": [{"composite_score": 28.53, "event_id": "s3777-119", "event_summary": "Rebuild America\u2019s Schools Act of 2026", "event_type": "bill"}, {"composite_score": 10.6, "event_id": "s3365-119", "event_summary": "Right to Read Act of 2025", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-09_W000802_MCD", "transaction_date": "2026-01-09", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": 0.0696, "abnormal_return_60d": 0.0192, "abnormal_return_90d": -0.072, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 23.18, "bill_count": 14, "bioguide_id": "C001068", "chamber": "House", "company_name": "", "composite_score": 54.73, "contract_count": 0, "correlation_count": 14, "correlation_id": "rollup__quiver_2025-12-17_C001068_GS", "correlation_type": "rollup", "disclosure_date": "2026-01-14", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Capital Markets", "max_pair_score": 54.73, "member_name": "Steve Cohen", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 54.11, "ml_score_car": 67.7, "ml_score_distill": 54.11, "ml_shap_top3": [{"contribution": -15.1916, "factor": "jurisdiction_raw"}, {"contribution": 8.7388, "factor": "timing_raw"}, {"contribution": 1.6283, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0161, "factor": "timing_raw"}, {"contribution": 0.0138, "factor": "amount_raw"}, {"contribution": -0.0131, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": -15.1916, "factor": "jurisdiction_raw"}, {"contribution": 8.7388, "factor": "timing_raw"}, {"contribution": 1.6283, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 54.73, "score_divergence": false, "scored_at": "2026-05-31T15:51:57.385282+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "GS", "top_correlations": [{"composite_score": 54.73, "event_id": "hr6819-119", "event_summary": "Bridge to Summer Nutrition Act of 2025", "event_type": "bill"}, {"composite_score": 37.19, "event_id": "hr6731-119", "event_summary": "Restore Trust in Government Act", "event_type": "bill"}, {"composite_score": 31.93, "event_id": "hr7095-119", "event_summary": "Ending Importation of Laundered Russian Oil Act", "event_type": "bill"}, {"composite_score": 30.0, "event_id": "hr6609-119", "event_summary": "Pharmacists Fight Back in Medicare and Medicaid Act", "event_type": "bill"}, {"composite_score": 23.32, "event_id": "hr6423-119", "event_summary": "HELP Copays Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-17_C001068_GS", "transaction_date": "2025-12-17", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0699, "abnormal_return_60d": -0.0518, "abnormal_return_90d": -0.0077, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 23.49, "bill_count": 10, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 54.73, "contract_count": 0, "correlation_count": 10, "correlation_id": "rollup__quiver_2025-12-19_C001123_AMD", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 54.73, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 54.11, "ml_score_car": 67.7, "ml_score_distill": 54.11, "ml_shap_top3": [{"contribution": -15.1916, "factor": "jurisdiction_raw"}, {"contribution": 8.7388, "factor": "timing_raw"}, {"contribution": 1.6283, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0161, "factor": "timing_raw"}, {"contribution": 0.0138, "factor": "amount_raw"}, {"contribution": -0.0131, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": -15.1916, "factor": "jurisdiction_raw"}, {"contribution": 8.7388, "factor": "timing_raw"}, {"contribution": 1.6283, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 54.73, "score_divergence": false, "scored_at": "2026-05-31T15:51:57.844450+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "AMD", "top_correlations": [{"composite_score": 54.73, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 32.75, "event_id": "hres996-119", "event_summary": "Impeaching Kristi Lynn Arnold Noem, Secretary of Homeland Security, for high crimes and misdemeanors.", "event_type": "bill"}, {"composite_score": 26.74, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 21.32, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}, {"composite_score": 20.74, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-19_C001123_AMD", "transaction_date": "2025-12-19", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0705, "abnormal_return_60d": 0.0896, "abnormal_return_90d": 0.0899, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 59.87, "bill_count": 1, "bioguide_id": "N000189", "chamber": "House", "company_name": "", "composite_score": 59.87, "contract_count": 0, "correlation_count": 1, "correlation_id": "rollup__quiver_2025-12-11_N000189_TXT", "correlation_type": "rollup", "disclosure_date": "2026-01-15", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 59.87, "member_name": "Dan Newhouse", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 71.72, "ml_score_car": 45.42, "ml_score_distill": 71.72, "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_car": [{"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": -0.0106, "factor": "multiple_signals_raw"}, {"contribution": -0.0096, "factor": "timing_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"}], "party": "R", "prev_composite_score": 59.87, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.113795+00:00", "sector": "Industrials", "severity_tier": "low", "ticker": "TXT", "top_correlations": [{"composite_score": 59.87, "event_id": "hr6875-119", "event_summary": "AI OVERWATCH Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-11_N000189_TXT", "transaction_date": "2025-12-11", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0707, "abnormal_return_60d": -0.025, "abnormal_return_90d": -0.0997, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 20.89, "bill_count": 8, "bioguide_id": "K000398", "chamber": "House", "company_name": "", "composite_score": 39.09, "contract_count": 0, "correlation_count": 8, "correlation_id": "rollup__quiver_2026-01-23_K000398_SYK", "correlation_type": "rollup", "disclosure_date": "2026-02-19", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Medical Devices", "max_pair_score": 39.09, "member_name": "Thomas H. Kean Jr", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 29.02, "ml_score_car": 60.85, "ml_score_distill": 29.02, "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_car": [{"contribution": -0.0131, "factor": "jurisdiction_raw"}, {"contribution": 0.0095, "factor": "amount_raw"}, {"contribution": 0.009, "factor": "disclosure_lag_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"}], "party": "R", "prev_composite_score": 39.09, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.201937+00:00", "sector": "Healthcare", "severity_tier": "low", "ticker": "SYK", "top_correlations": [{"composite_score": 39.09, "event_id": "hr7390-119", "event_summary": "SELF DRIVE Act of 2026", "event_type": "bill"}, {"composite_score": 28.84, "event_id": "hr7137-119", "event_summary": "Shutdown Fairness Act", "event_type": "bill"}, {"composite_score": 27.75, "event_id": "hr7118-119", "event_summary": "Genomic Answers for Children\u2019s Health Act of 2026", "event_type": "bill"}, {"composite_score": 14.81, "event_id": "hr6856-119", "event_summary": "Peace Through Strength Against Russia Act of 2025", "event_type": "bill"}, {"composite_score": 14.81, "event_id": "hr6858-119", "event_summary": "Veteran Suicide Prevention Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-23_K000398_SYK", "transaction_date": "2026-01-23", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0712, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 38.11, "bill_count": 10, "bioguide_id": "C001047", "chamber": "Senate", "company_name": "Apple Inc.", "composite_score": 58.94, "contract_count": 9, "correlation_count": 19, "correlation_id": "rollup__quiver_2026-04-17_C001047_AAPL", "correlation_type": "rollup", "disclosure_date": "2026-05-07", "disclosure_lag_days": 20, "engine_version": "1.2.0", "industry": "Technology Hardware, Storage & Peripherals", "max_pair_score": 58.94, "member_name": "Shelley Moore Capito", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 57.74, "ml_score_distill": 63.41, "ml_shap_top3_car": [{"contribution": -0.0132, "factor": "timing_raw"}, {"contribution": 0.0081, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "disclosure_lag_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"}], "party": "R", "scored_at": "2026-06-15T01:02:25.608844+00:00", "sector": "Information Technology", "severity_tier": "low", "ticker": "AAPL", "top_correlations": [{"composite_score": 58.94, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 58.94, "event_id": "s4394-119", "event_summary": "Promoting Police Leadership Act", "event_type": "bill"}, {"composite_score": 57.23, "event_id": "s4429-119", "event_summary": "Connected Vehicle Security Act of 2026", "event_type": "bill"}, {"composite_score": 54.56, "event_id": "s4318-119", "event_summary": "Breast Cancer Stamp Reauthorization Act", "event_type": "bill"}, {"composite_score": 51.39, "event_id": "sres668-119", "event_summary": "A resolution designating April 2026 as \"Second Chance Month\".", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-17_C001047_AAPL", "transaction_date": "2026-04-17", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0719, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.33, "bill_count": 33, "bioguide_id": "M001239", "chamber": "House", "company_name": "Apple Inc.", "composite_score": 72.1, "contract_count": 9, "correlation_count": 42, "correlation_id": "rollup__quiver_2026-04-15_M001239_AAPL", "correlation_type": "rollup", "disclosure_date": "2026-05-13", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Technology Hardware, Storage & Peripherals", "max_pair_score": 72.1, "member_name": "John Mcguire", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.916094+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "AAPL", "top_correlations": [{"composite_score": 72.1, "event_id": "hr5058-119", "event_summary": "To designate the facility of the United States Postal Service located at 46164 Westlake Drive in Sterling, Virginia, as the \"Firefighter Trevor Brown Post Office Building\".", "event_type": "bill"}, {"composite_score": 72.1, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 72.1, "event_id": "hr6317-119", "event_summary": "To designate the facility of the United States Postal Service located at 12109 New Kent Highway in New Kent, Virginia, as the \"Patricia Paige Post Office\".", "event_type": "bill"}, {"composite_score": 70.33, "event_id": "hr8332-119", "event_summary": "Special Operations Forces Concealed Carry Act", "event_type": "bill"}, {"composite_score": 64.39, "event_id": "hres1199-119", "event_summary": "Recognizing linemen, the profession of linemen, the contributions of these brave men and women who protect public safety, and expressing support for the designation of April 18, 2026, as \"National Lin", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-15_M001239_AAPL", "transaction_date": "2026-04-15", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.0723, "abnormal_return_60d": 0.0221, "abnormal_return_90d": -0.0566, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 19.88, "bill_count": 2, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 29.8, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2025-12-18_M001190_GS", "correlation_type": "rollup", "disclosure_date": "2026-01-13", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Capital Markets", "max_pair_score": 29.8, "member_name": "Markwayne Mullin", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 11.61, "ml_score_car": 46.34, "ml_score_distill": 11.61, "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_car": [{"contribution": -0.0154, "factor": "jurisdiction_raw"}, {"contribution": -0.0112, "factor": "multiple_signals_raw"}, {"contribution": 0.0062, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -14.7248, "factor": "jurisdiction_raw"}, {"contribution": -12.2418, "factor": "trade_before_event_raw"}, {"contribution": 6.0596, "factor": "timing_raw"}], "party": "R", "prev_composite_score": 29.8, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.805205+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "GS", "top_correlations": [{"composite_score": 29.8, "event_id": "s3478-119", "event_summary": "Indian Buffalo Management Act", "event_type": "bill"}, {"composite_score": 9.96, "event_id": "s3159-119", "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-18_M001190_GS", "transaction_date": "2025-12-18", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": 0.0724, "abnormal_return_60d": 0.0594, "abnormal_return_90d": 0.1347, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 55.55, "bill_count": 6, "bioguide_id": "B001236", "chamber": "Senate", "company_name": "", "composite_score": 72.1, "contract_count": 1, "correlation_count": 7, "correlation_id": "rollup__quiver_2026-01-29_B001236_ETN", "correlation_type": "rollup", "disclosure_date": "2026-02-15", "disclosure_lag_days": 17, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 72.1, "member_name": "John Boozman", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.59, "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 72.1, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.412139+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "ETN", "top_correlations": [{"composite_score": 72.1, "event_id": "s3726-119", "event_summary": "National Veterans Strategy Act of 2026", "event_type": "bill"}, {"composite_score": 63.14, "event_id": "s3771-119", "event_summary": "Department of Veterans Affairs Therapeutic Medical Physicist Pay Cap Relief Act of 2026", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "sres606-119", "event_summary": "A resolution condemning the Government of Iran for its suppression of the right of Iranians to peacefully assemble.", "event_type": "bill"}, {"composite_score": 54.56, "event_id": "s3713-119", "event_summary": "No Climate Treaties Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-29_B001236_ETN", "transaction_date": "2026-01-29", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.0725, "abnormal_return_60d": -0.0126, "abnormal_return_90d": 0.0056, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 43.3, "bill_count": 6, "bioguide_id": "F000110", "chamber": "House", "company_name": "", "composite_score": 69.74, "contract_count": 0, "correlation_count": 6, "correlation_id": "rollup__quiver_2025-12-15_F000110_GOOGL", "correlation_type": "rollup", "disclosure_date": "2025-12-17", "disclosure_lag_days": 2, "engine_version": "1.2.0", "industry": "Interactive Media & Services", "max_pair_score": 69.74, "member_name": "Cleo Fields", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.23, "ml_score_car": 57.33, "ml_score_distill": 90.23, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7151, "factor": "timing_raw"}, {"contribution": 4.9859, "factor": "jurisdiction_raw"}, {"contribution": 1.3475, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 69.74, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.224804+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "GOOGL", "top_correlations": [{"composite_score": 69.74, "event_id": "hr6830-119", "event_summary": "Fair Competition for Small Business Act of 2025", "event_type": "bill"}, {"composite_score": 48.43, "event_id": "hr6505-119", "event_summary": "Next Generation 9\u20131\u20131 Act", "event_type": "bill"}, {"composite_score": 41.75, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}, {"composite_score": 35.11, "event_id": "hr6096-119", "event_summary": "NEST Act", "event_type": "bill"}, {"composite_score": 32.38, "event_id": "hr5434-119", "event_summary": "988 LGBTQ+ Youth Access Act of 2025", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-15_F000110_GOOGL", "transaction_date": "2025-12-15", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0729, "abnormal_return_60d": -0.0284, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 49.25, "bill_count": 23, "bioguide_id": "P000048", "chamber": "House", "company_name": "U-Haul Holding Company Series N", "composite_score": 69.94, "contract_count": 14, "correlation_count": 37, "correlation_id": "rollup__quiver_2026-03-13_P000048_UHALB", "correlation_type": "rollup", "disclosure_date": "2026-04-15", "disclosure_lag_days": 33, "engine_version": "1.2.0", "industry": "Rental & Leasing Services", "max_pair_score": 69.94, "member_name": "August Lee Pfluger Ii", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 46.38, "ml_score_distill": 89.16, "ml_shap_top3_car": [{"contribution": -0.0265, "factor": "disclosure_lag_raw"}, {"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": 4.8091, "factor": "jurisdiction_raw"}, {"contribution": 3.1587, "factor": "timing_raw"}, {"contribution": 2.1365, "factor": "disclosure_lag_raw"}], "party": "R", "scored_at": "2026-06-11T02:26:56.863995+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "UHALB", "top_correlations": [{"composite_score": 69.94, "event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_summary": "to OSHKOSH DEFENSE LLC | $960,267", "event_type": "contract"}, {"composite_score": 69.94, "event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_summary": "to OSHKOSH DEFENSE LLC | $191,384", "event_type": "contract"}, {"composite_score": 69.94, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 68.6, "event_id": "SUB_2026-03-18_L-20260770773", "event_summary": "to THE BOEING COMPANY | $128,134", "event_type": "contract"}, {"composite_score": 68.6, "event_id": "SUB_2026-03-18_ASPHALT TESTING SERVICES 25-106", "event_summary": "to ASPHALT TESTING SERVICES ATS, LLC | $353,500", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-13_P000048_UHALB", "transaction_date": "2026-03-13", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.0741, "abnormal_return_60d": 0.1156, "abnormal_return_90d": 0.1711, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 46.91, "bill_count": 10, "bioguide_id": "P000048", "chamber": "House", "company_name": "", "composite_score": 70.33, "contract_count": 0, "correlation_count": 10, "correlation_id": "rollup__quiver_2026-01-13_P000048_SIRI", "correlation_type": "rollup", "disclosure_date": "2026-02-11", "disclosure_lag_days": 29, "engine_version": "1.2.0", "industry": "Entertainment", "max_pair_score": 70.33, "member_name": "August Lee Pfluger Ii", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.72, "ml_score_car": 58.15, "ml_score_distill": 88.72, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 70.33, "score_divergence": true, "scored_at": "2026-05-31T15:51:59.622085+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "SIRI", "top_correlations": [{"composite_score": 70.33, "event_id": "hres998-119", "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_type": "bill"}, {"composite_score": 60.89, "event_id": "hr7184-119", "event_summary": "PRESS Act", "event_type": "bill"}, {"composite_score": 55.75, "event_id": "hr7272-119", "event_summary": "Pipeline Cybersecurity Preparedness Act", "event_type": "bill"}, {"composite_score": 53.88, "event_id": "hr7294-119", "event_summary": "AI for Secure Networks Act", "event_type": "bill"}, {"composite_score": 53.88, "event_id": "hr7300-119", "event_summary": "Make Elections Great Again Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-13_P000048_SIRI", "transaction_date": "2026-01-13", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0742, "abnormal_return_60d": 0.0713, "abnormal_return_90d": 0.1009, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 50.45, "bill_count": 37, "bioguide_id": "J000309", "chamber": "House", "company_name": "", "composite_score": 80.52, "contract_count": 0, "correlation_count": 37, "correlation_id": "rollup__quiver_2026-02-05_J000309_PANW", "correlation_type": "rollup", "disclosure_date": "2026-03-12", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 80.52, "member_name": "Jonathan Jackson", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 100.0, "ml_score_car": 95.94, "ml_score_distill": 100.0, "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_car": [{"contribution": 0.0305, "factor": "timing_raw"}, {"contribution": 0.0149, "factor": "jurisdiction_raw"}, {"contribution": 0.011, "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"}], "party": "D", "prev_composite_score": 80.52, "score_divergence": false, "scored_at": "2026-05-31T15:52:01.462316+00:00", "sector": "Information Technology", "severity_tier": "high", "ticker": "PANW", "top_correlations": [{"composite_score": 80.52, "event_id": "hres1040-119", "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month.", "event_type": "bill"}, {"composite_score": 74.15, "event_id": "hr7449-119", "event_summary": "PLATE Act", "event_type": "bill"}, {"composite_score": 70.4, "event_id": "hr7521-119", "event_summary": "United States-Cuba Trade Act of 2026", "event_type": "bill"}, {"composite_score": 70.4, "event_id": "hr7531-119", "event_summary": "Healthy Families Act", "event_type": "bill"}, {"composite_score": 70.4, "event_id": "hr7535-119", "event_summary": "Second Chance Mental Health Access Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-05_J000309_PANW", "transaction_date": "2026-02-05", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.077, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.33, "bill_count": 33, "bioguide_id": "M001239", "chamber": "House", "company_name": "NVIDIA Corporation", "composite_score": 72.1, "contract_count": 9, "correlation_count": 42, "correlation_id": "rollup__quiver_2026-04-15_M001239_NVDA", "correlation_type": "rollup", "disclosure_date": "2026-05-13", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 72.1, "member_name": "John Mcguire", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.612630+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "NVDA", "top_correlations": [{"composite_score": 72.1, "event_id": "hr5058-119", "event_summary": "To designate the facility of the United States Postal Service located at 46164 Westlake Drive in Sterling, Virginia, as the \"Firefighter Trevor Brown Post Office Building\".", "event_type": "bill"}, {"composite_score": 72.1, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 72.1, "event_id": "hr6317-119", "event_summary": "To designate the facility of the United States Postal Service located at 12109 New Kent Highway in New Kent, Virginia, as the \"Patricia Paige Post Office\".", "event_type": "bill"}, {"composite_score": 70.33, "event_id": "hr8332-119", "event_summary": "Special Operations Forces Concealed Carry Act", "event_type": "bill"}, {"composite_score": 64.39, "event_id": "hres1199-119", "event_summary": "Recognizing linemen, the profession of linemen, the contributions of these brave men and women who protect public safety, and expressing support for the designation of April 18, 2026, as \"National Lin", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-15_M001239_NVDA", "transaction_date": "2026-04-15", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.0773, "abnormal_return_60d": 0.1637, "abnormal_return_90d": -0.034, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 44.13, "bill_count": 14, "bioguide_id": "M001236", "chamber": "House", "company_name": "", "composite_score": 73.15, "contract_count": 0, "correlation_count": 14, "correlation_id": "rollup__quiver_2026-01-30_M001236_T", "correlation_type": "rollup", "disclosure_date": "2026-02-20", "disclosure_lag_days": 21, "engine_version": "1.2.0", "industry": "Integrated Telecommunication Services", "max_pair_score": 73.15, "member_name": "Tim Moore", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 93.12, "ml_score_car": 84.44, "ml_score_distill": 93.12, "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_car": [{"contribution": 0.0171, "factor": "timing_raw"}, {"contribution": 0.015, "factor": "amount_raw"}, {"contribution": 0.0115, "factor": "jurisdiction_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"}], "party": "R", "prev_composite_score": 73.15, "score_divergence": false, "scored_at": "2026-05-31T15:52:00.601829+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "T", "top_correlations": [{"composite_score": 73.15, "event_id": "hr7300-119", "event_summary": "Make Elections Great Again Act", "event_type": "bill"}, {"composite_score": 66.78, "event_id": "hr3497-119", "event_summary": "Medal of Sacrifice Act", "event_type": "bill"}, {"composite_score": 59.11, "event_id": "hr7457-119", "event_summary": "Nigeria Religious Freedom and Accountability Act of 2026", "event_type": "bill"}, {"composite_score": 51.82, "event_id": "hr7651-119", "event_summary": "Chloe Cole Act of 2026", "event_type": "bill"}, {"composite_score": 51.48, "event_id": "hr2189-119", "event_summary": "Law-Enforcement Innovate to De-Escalate Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-30_M001236_T", "transaction_date": "2026-01-30", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0778, "abnormal_return_60d": 0.2424, "abnormal_return_90d": 0.4322, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 51.05, "bill_count": 50, "bioguide_id": "G000583", "chamber": "House", "company_name": "", "composite_score": 75.2, "contract_count": 2, "correlation_count": 52, "correlation_id": "rollup__quiver_2026-02-05_G000583_GEV", "correlation_type": "rollup", "disclosure_date": "2026-03-16", "disclosure_lag_days": 39, "engine_version": "1.2.0", "industry": "Heavy Electrical Equipment", "max_pair_score": 75.2, "member_name": "Josh Gottheimer", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 95.72, "ml_score_car": 92.28, "ml_score_distill": 95.72, "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_car": [{"contribution": 0.0227, "factor": "disclosure_lag_raw"}, {"contribution": 0.0142, "factor": "jurisdiction_raw"}, {"contribution": 0.0113, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 6.4967, "factor": "disclosure_lag_raw"}, {"contribution": 4.4956, "factor": "jurisdiction_raw"}, {"contribution": 2.8435, "factor": "timing_raw"}], "party": "D", "prev_composite_score": 75.2, "score_divergence": false, "scored_at": "2026-05-31T15:52:01.397758+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "GEV", "top_correlations": [{"composite_score": 75.2, "event_id": "hr7438-119", "event_summary": "PETSAFE Act of 2026", "event_type": "bill"}, {"composite_score": 72.62, "event_id": "hr7503-119", "event_summary": "Housing for Heroes Act of 2026", "event_type": "bill"}, {"composite_score": 72.62, "event_id": "hr7504-119", "event_summary": "Housing for America\u2019s Middle Class Act of 2026", "event_type": "bill"}, {"composite_score": 72.62, "event_id": "hr7506-119", "event_summary": "Decreasing Russian Oil Profits Act of 2026", "event_type": "bill"}, {"composite_score": 72.62, "event_id": "hr7516-119", "event_summary": "No Funds for Forced Labor Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-05_G000583_GEV", "transaction_date": "2026-02-05", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.078, "abnormal_return_60d": 0.2278, "abnormal_return_90d": 0.3855, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 40.71, "bill_count": 8, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 72.1, "contract_count": 0, "correlation_count": 8, "correlation_id": "rollup__quiver_2025-12-19_C001123_PWR", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Engineering & Construction", "max_pair_score": 72.1, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.59, "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 72.1, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.973279+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "PWR", "top_correlations": [{"composite_score": 72.1, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 44.11, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 38.69, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}, {"composite_score": 38.69, "event_id": "hr6391-119", "event_summary": "Save Oak Flat from Foreign Mining Act", "event_type": "bill"}, {"composite_score": 36.15, "event_id": "hr6318-119", "event_summary": "No GOUGE Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-19_C001123_PWR", "transaction_date": "2025-12-19", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0786, "abnormal_return_60d": 0.0699, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 36.8, "bill_count": 26, "bioguide_id": "C001123", "chamber": "House", "company_name": "NVIDIA Corporation", "composite_score": 64.39, "contract_count": 6, "correlation_count": 32, "correlation_id": "rollup__quiver_2026-03-25_C001123_NVDA", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 13, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 64.39, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 100.0, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": 0.0459, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.266114+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "NVDA", "top_correlations": [{"composite_score": 64.39, "event_id": "hr8163-119", "event_summary": "Provider Reimbursement Stability Act of 2026", "event_type": "bill"}, {"composite_score": 60.89, "event_id": "hr8175-119", "event_summary": "To amend title 10, United States Code, and the National Defense Authorization Act for Fiscal Year 1994, to codify and clarify gender neutral standards for members of certain Armed Forces, and for othe", "event_type": "bill"}, {"composite_score": 51.92, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 48.62, "event_id": "hr8031-119", "event_summary": "To repeal the Executive order entitled \"Ensuring a National Policy Framework for Artificial Intelligence\".", "event_type": "bill"}, {"composite_score": 46.21, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-25_C001123_NVDA", "transaction_date": "2026-03-25", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0813, "abnormal_return_60d": 0.1877, "abnormal_return_90d": 0.0196, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 39.01, "bill_count": 9, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 56.47, "contract_count": 0, "correlation_count": 9, "correlation_id": "rollup__quiver_2025-12-30_C001123_SBGSF", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 13, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 56.47, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 60.14, "ml_score_car": 46.5, "ml_score_distill": 60.14, "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_car": [{"contribution": -0.0148, "factor": "timing_raw"}, {"contribution": -0.0141, "factor": "amount_raw"}, {"contribution": 0.0089, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": -7.7078, "factor": "timing_raw"}, {"contribution": 4.726, "factor": "jurisdiction_raw"}, {"contribution": 1.7395, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 56.47, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.790905+00:00", "sector": "Industrials", "severity_tier": "low", "ticker": "SBGSF", "top_correlations": [{"composite_score": 56.47, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 51.92, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 42.29, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 36.59, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 34.06, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-30_C001123_SBGSF", "transaction_date": "2025-12-30", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0821, "abnormal_return_60d": 0.0207, "abnormal_return_90d": -0.0635, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 40.17, "bill_count": 9, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 52.83, "contract_count": 0, "correlation_count": 9, "correlation_id": "rollup__quiver_2025-12-24_C001123_TDG", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 19, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 52.83, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 55.43, "ml_score_car": 100.0, "ml_score_distill": 55.43, "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_car": [{"contribution": 0.0544, "factor": "timing_raw"}, {"contribution": 0.0203, "factor": "jurisdiction_raw"}, {"contribution": 0.0073, "factor": "disclosure_lag_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"}], "party": "D", "prev_composite_score": 52.83, "score_divergence": true, "scored_at": "2026-05-31T15:51:58.194537+00:00", "sector": "Industrials", "severity_tier": "low", "ticker": "TDG", "top_correlations": [{"composite_score": 52.83, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 48.62, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 39.98, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 36.15, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-24_C001123_TDG", "transaction_date": "2025-12-24", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0831, "abnormal_return_60d": 0.2764, "abnormal_return_90d": 0.3857, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 40.17, "bill_count": 9, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 52.83, "contract_count": 0, "correlation_count": 9, "correlation_id": "rollup__quiver_2025-12-24_C001123_PWR", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 19, "engine_version": "1.2.0", "industry": "Engineering & Construction", "max_pair_score": 52.83, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 55.43, "ml_score_car": 100.0, "ml_score_distill": 55.43, "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_car": [{"contribution": 0.0544, "factor": "timing_raw"}, {"contribution": 0.0203, "factor": "jurisdiction_raw"}, {"contribution": 0.0073, "factor": "disclosure_lag_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"}], "party": "D", "prev_composite_score": 52.83, "score_divergence": true, "scored_at": "2026-05-31T15:51:58.175452+00:00", "sector": "Industrials", "severity_tier": "low", "ticker": "PWR", "top_correlations": [{"composite_score": 52.83, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 48.62, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 39.98, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 36.15, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-24_C001123_PWR", "transaction_date": "2025-12-24", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0836, "abnormal_return_60d": 0.2371, "abnormal_return_90d": 0.5313, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 25.01, "bill_count": 1, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 25.01, "contract_count": 0, "correlation_count": 1, "correlation_id": "rollup__quiver_2025-12-29_M001190_COP", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Oil & Gas E&P", "max_pair_score": 25.01, "member_name": "Markwayne Mullin", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.0, "ml_score_car": 92.06, "ml_score_distill": 0.0, "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_car": [{"contribution": 0.0343, "factor": "timing_raw"}, {"contribution": -0.0183, "factor": "multiple_signals_raw"}, {"contribution": 0.0163, "factor": "jurisdiction_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"}], "party": "R", "prev_composite_score": 25.01, "score_divergence": true, "scored_at": "2026-05-31T15:51:58.475102+00:00", "sector": "Energy", "severity_tier": "low", "ticker": "COP", "top_correlations": [{"composite_score": 25.01, "event_id": "s3159-119", "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-29_M001190_COP", "transaction_date": "2025-12-29", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0868, "abnormal_return_60d": -0.0794, "abnormal_return_90d": -0.1158, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 18.87, "bill_count": 4, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 33.39, "contract_count": 0, "correlation_count": 4, "correlation_id": "rollup__quiver_2026-01-27_C001123_WPM", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 17, "engine_version": "1.2.0", "industry": "Gold", "max_pair_score": 33.39, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.0, "ml_score_car": 78.22, "ml_score_distill": 0.0, "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_car": [{"contribution": 0.0156, "factor": "timing_raw"}, {"contribution": 0.009, "factor": "disclosure_lag_raw"}, {"contribution": 0.0071, "factor": "multiple_signals_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"}], "party": "D", "prev_composite_score": 33.39, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.335698+00:00", "sector": "Basic Materials", "severity_tier": "low", "ticker": "WPM", "top_correlations": [{"composite_score": 33.39, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 14.17, "event_id": "hr6783-119", "event_summary": "San Gabriel Mountains, Foothills, and Rivers Protection Act of 2025", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "hr6088-119", "event_summary": "Restoring Food Security for American Families and Farmers Act of 2025", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "hr6391-119", "event_summary": "Save Oak Flat from Foreign Mining Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-27_C001123_WPM", "transaction_date": "2026-01-27", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0882, "abnormal_return_60d": 0.2448, "abnormal_return_90d": 0.2133, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 37.45, "bill_count": 8, "bioguide_id": "K000383", "chamber": "Senate", "company_name": "", "composite_score": 49.3, "contract_count": 0, "correlation_count": 8, "correlation_id": "rollup__quiver_2025-12-29_K000383_HON", "correlation_type": "rollup", "disclosure_date": "2026-01-26", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Conglomerates", "max_pair_score": 49.3, "member_name": "Angus King", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 48.57, "ml_score_car": 39.81, "ml_score_distill": 48.57, "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_car": [{"contribution": -0.0272, "factor": "timing_raw"}, {"contribution": 0.0091, "factor": "jurisdiction_raw"}, {"contribution": -0.0088, "factor": "amount_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"}], "party": "I", "prev_composite_score": 49.3, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.377539+00:00", "sector": "Industrials", "severity_tier": "low", "ticker": "HON", "top_correlations": [{"composite_score": 49.3, "event_id": "sjres103-119", "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_type": "bill"}, {"composite_score": 42.29, "event_id": "s3570-119", "event_summary": "Data Care Act of 2025", "event_type": "bill"}, {"composite_score": 41.46, "event_id": "s3525-119", "event_summary": "American Franchise Act", "event_type": "bill"}, {"composite_score": 37.57, "event_id": "s3466-119", "event_summary": "Honor Our Promise to Veterans Act of 2025", "event_type": "bill"}, {"composite_score": 34.66, "event_id": "s3370-119", "event_summary": "DO NOT Call Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-29_K000383_HON", "transaction_date": "2025-12-29", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0882, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 40.16, "bill_count": 12, "bioguide_id": "B001291", "chamber": "House", "company_name": "Westshore Terminals Investment ", "composite_score": 68.69, "contract_count": 23, "correlation_count": 35, "correlation_id": "rollup__quiver_2026-05-05_B001291_WTSHF", "correlation_type": "rollup", "disclosure_date": "2026-05-18", "disclosure_lag_days": 13, "engine_version": "1.2.0", "industry": "Marine Shipping", "max_pair_score": 68.69, "member_name": "Brian Babin", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 57.53, "ml_score_distill": 88.59, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.0081, "factor": "timing_raw"}, {"contribution": 0.0031, "factor": "amount_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"}], "party": "R", "scored_at": "2026-06-15T01:02:25.575821+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "WTSHF", "top_correlations": [{"composite_score": 68.69, "event_id": "hr8679-119", "event_summary": "To amend title 38, United States Code, to require the Secretary of Veterans Affairs to transmit a veteran's history of opioid prescriptions to a Community Care health care provider.", "event_type": "bill"}, {"composite_score": 60.89, "event_id": "hr2071-119", "event_summary": "Save Our Shrimpers Act", "event_type": "bill"}, {"composite_score": 59.88, "event_id": "hr8826-119", "event_summary": "In God We Trust Act", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "SUB_2026-05-18_27HAL00700", "event_summary": "to ETS-LINDGREN INC | $66,020", "event_type": "contract"}, {"composite_score": 54.46, "event_id": "SUB_2026-05-21_D26P000865", "event_summary": "to THE BOEING COMPANY | $152,929", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-05_B001291_WTSHF", "transaction_date": "2026-05-05", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.0882, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.86, "bill_count": 85, "bioguide_id": "G000583", "chamber": "House", "company_name": "ServiceNow, Inc.", "composite_score": 67.16, "contract_count": 9, "correlation_count": 94, "correlation_id": "rollup__quiver_2026-04-24_G000583_NOW", "correlation_type": "rollup", "disclosure_date": "2026-05-19", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 67.16, "member_name": "Josh Gottheimer", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 63.41, "ml_score_distill": 82.19, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.0054, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.597195+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "NOW", "top_correlations": [{"composite_score": 67.16, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 67.16, "event_id": "hr8516-119", "event_summary": "American Leadership in AI Act", "event_type": "bill"}, {"composite_score": 67.16, "event_id": "hr8528-119", "event_summary": "PI Post Acute Access Act", "event_type": "bill"}, {"composite_score": 65.72, "event_id": "hres1219-119", "event_summary": "Expressing support for the month of April as \"Sikh History Month\".", "event_type": "bill"}, {"composite_score": 65.72, "event_id": "hr8558-119", "event_summary": "To amend the Research and Development, Competition, and Innovation Act to require each institution of higher education to certify as part of an application for a research and development award that su", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-24_G000583_NOW", "transaction_date": "2026-04-24", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.0899, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 35.32, "bill_count": 13, "bioguide_id": "W000802", "chamber": "Senate", "company_name": "Oracle Corporation", "composite_score": 63.03, "contract_count": 11, "correlation_count": 24, "correlation_id": "rollup__quiver_2026-05-07_W000802_ORCL", "correlation_type": "rollup", "disclosure_date": "2026-06-02", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 63.03, "member_name": "Sheldon Whitehouse", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 50.82, "ml_score_distill": 75.23, "ml_shap_top3_car": [{"contribution": -0.0233, "factor": "timing_raw"}, {"contribution": 0.0097, "factor": "jurisdiction_raw"}, {"contribution": 0.0079, "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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.201347+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "ORCL", "top_correlations": [{"composite_score": 63.03, "event_id": "s4545-119", "event_summary": "Scientific Integrity Act", "event_type": "bill"}, {"composite_score": 58.29, "event_id": "s4572-119", "event_summary": "Ending Passenger Rail Forced Arbitration Act", "event_type": "bill"}, {"composite_score": 56.8, "event_id": "sres751-119", "event_summary": "A resolution designating May 2026 as \"ALS Awareness Month\".", "event_type": "bill"}, {"composite_score": 52.97, "event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_summary": "to ACCENTURE LLP | $2,690,723", "event_type": "contract"}, {"composite_score": 51.48, "event_id": "s4646-119", "event_summary": "SAFEGUARD Veterans Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-07_W000802_ORCL", "transaction_date": "2026-05-07", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.0901, "abnormal_return_60d": -0.1052, "abnormal_return_90d": -0.1155, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 45.26, "bill_count": 5, "bioguide_id": "L000595", "chamber": "House", "company_name": "", "composite_score": 61.98, "contract_count": 0, "correlation_count": 5, "correlation_id": "rollup__quiver_2026-02-17_L000595_EXE", "correlation_type": "rollup", "disclosure_date": "2026-03-12", "disclosure_lag_days": 23, "engine_version": "1.2.0", "industry": "Oil & Gas E&P", "max_pair_score": 61.98, "member_name": "Julia Letlow", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 73.59, "ml_score_car": 56.91, "ml_score_distill": 73.59, "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"}], "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"}], "party": "R", "prev_composite_score": 61.98, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.341799+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "EXE", "top_correlations": [{"composite_score": 61.98, "event_id": "hres1076-119", "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States.", "event_type": "bill"}, {"composite_score": 49.56, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 49.07, "event_id": "hr556-119", "event_summary": "Protecting Access for Hunters and Anglers Act", "event_type": "bill"}, {"composite_score": 34.35, "event_id": "hr7230-119", "event_summary": "Buying American Cotton Act of 2026", "event_type": "bill"}, {"composite_score": 31.32, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-17_L000595_EXE", "transaction_date": "2026-02-17", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0908, "abnormal_return_60d": -0.0287, "abnormal_return_90d": -0.0286, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 47.87, "bill_count": 11, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 72.42, "contract_count": 0, "correlation_count": 11, "correlation_id": "rollup__quiver_2026-01-09_C001123_UPS", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Integrated Freight & Logistics", "max_pair_score": 72.42, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 93.04, "ml_score_car": 79.16, "ml_score_distill": 93.04, "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_car": [{"contribution": 0.0144, "factor": "timing_raw"}, {"contribution": 0.0136, "factor": "jurisdiction_raw"}, {"contribution": 0.0067, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": 4.6208, "factor": "disclosure_lag_raw"}, {"contribution": 4.5101, "factor": "jurisdiction_raw"}, {"contribution": 3.3636, "factor": "timing_raw"}], "party": "D", "prev_composite_score": 72.42, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.406879+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "UPS", "top_correlations": [{"composite_score": 72.42, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 70.99, "event_id": "hres993-119", "event_summary": "Recognizing and expressing support for the Iranian people protesting for a free and democratic Iran.", "event_type": "bill"}, {"composite_score": 63.32, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 55.38, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}, {"composite_score": 41.41, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-09_C001123_UPS", "transaction_date": "2026-01-09", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0908, "abnormal_return_60d": 0.0367, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 38.34, "bill_count": 34, "bioguide_id": "F000468", "chamber": "House", "company_name": "NVIDIA Corporation", "composite_score": 63.14, "contract_count": 9, "correlation_count": 43, "correlation_id": "rollup__quiver_2026-04-08_F000468_NVDA", "correlation_type": "rollup", "disclosure_date": "2026-05-01", "disclosure_lag_days": 23, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 63.14, "member_name": "Elizabeth Fletcher", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 56.91, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": -0.0138, "factor": "timing_raw"}, {"contribution": 0.0077, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "disclosure_lag_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.953512+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "NVDA", "top_correlations": [{"composite_score": 63.14, "event_id": "hr8275-119", "event_summary": "Commission on Presidential Capacity to Discharge the Powers and Duties of the Office Act", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "hres1181-119", "event_summary": "Expressing support for the recognition of April as \"National Arab American Heritage Month\" (NAAHM) and celebrating the heritage and culture of Arab Americans in the United States.", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "hr7022-119", "event_summary": "Mystic Alerts Act", "event_type": "bill"}, {"composite_score": 55.75, "event_id": "hr8440-119", "event_summary": "ZELDIN Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-08_F000468_NVDA", "transaction_date": "2026-04-08", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.0917, "abnormal_return_60d": -0.0546, "abnormal_return_90d": -0.0068, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 26.2, "bill_count": 9, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 47.02, "contract_count": 0, "correlation_count": 9, "correlation_id": "rollup__quiver_2026-01-15_C001123_COLB", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 29, "engine_version": "1.2.0", "industry": "Banks - Regional", "max_pair_score": 47.02, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 44.57, "ml_score_car": 49.33, "ml_score_distill": 44.57, "ml_shap_top3": [{"contribution": -14.0042, "factor": "jurisdiction_raw"}, {"contribution": 3.3964, "factor": "timing_raw"}, {"contribution": 1.5847, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": -0.0226, "factor": "jurisdiction_raw"}, {"contribution": 0.0146, "factor": "timing_raw"}, {"contribution": 0.0048, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": -14.0042, "factor": "jurisdiction_raw"}, {"contribution": 3.3964, "factor": "timing_raw"}, {"contribution": 1.5847, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 47.02, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.778121+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "COLB", "top_correlations": [{"composite_score": 47.02, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 34.99, "event_id": "hr7340-119", "event_summary": "Rebuild America\u2019s Schools Act of 2026", "event_type": "bill"}, {"composite_score": 32.46, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 32.46, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 32.19, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-15_C001123_COLB", "transaction_date": "2026-01-15", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0953, "abnormal_return_60d": 0.4621, "abnormal_return_90d": 0.675, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 40.17, "bill_count": 9, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 52.83, "contract_count": 0, "correlation_count": 9, "correlation_id": "rollup__quiver_2025-12-24_C001123_VRT", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 19, "engine_version": "1.2.0", "industry": "Electrical Equipment & Parts", "max_pair_score": 52.83, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 55.43, "ml_score_car": 100.0, "ml_score_distill": 55.43, "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_car": [{"contribution": 0.0544, "factor": "timing_raw"}, {"contribution": 0.0203, "factor": "jurisdiction_raw"}, {"contribution": 0.0073, "factor": "disclosure_lag_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"}], "party": "D", "prev_composite_score": 52.83, "score_divergence": true, "scored_at": "2026-05-31T15:51:58.226395+00:00", "sector": "Industrials", "severity_tier": "low", "ticker": "VRT", "top_correlations": [{"composite_score": 52.83, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 48.62, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 39.98, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 36.15, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-24_C001123_VRT", "transaction_date": "2025-12-24", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.0962, "abnormal_return_60d": -0.0098, "abnormal_return_90d": null, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 27.0, "bill_count": 3, "bioguide_id": "M001236", "chamber": "House", "company_name": "LGI Homes, Inc.", "composite_score": 47.88, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2026-03-19_M001236_LGIH", "correlation_type": "rollup", "disclosure_date": "2026-03-24", "disclosure_lag_days": 5, "engine_version": "1.2.0", "industry": "Residential Construction", "max_pair_score": 47.88, "member_name": "Tim Moore", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 30.32, "ml_score_distill": 46.0, "ml_shap_top3_car": [{"contribution": -0.0225, "factor": "timing_raw"}, {"contribution": -0.0118, "factor": "jurisdiction_raw"}, {"contribution": -0.0085, "factor": "amount_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"}], "party": "R", "scored_at": "2026-06-15T01:02:26.533057+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "LGIH", "top_correlations": [{"composite_score": 47.88, "event_id": "hr3410-119", "event_summary": "Supersonic Aviation Modernization Act", "event_type": "bill"}, {"composite_score": 17.07, "event_id": "hr7548-119", "event_summary": "SCAM Act", "event_type": "bill"}, {"composite_score": 16.06, "event_id": "hr6955-119", "event_summary": "Main Street Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-19_M001236_LGIH", "transaction_date": "2026-03-19", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0986, "abnormal_return_60d": -0.2049, "abnormal_return_90d": -0.2119, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 44.08, "bill_count": 13, "bioguide_id": "D000032", "chamber": "House", "company_name": "", "composite_score": 68.69, "contract_count": 1, "correlation_count": 14, "correlation_id": "rollup__quiver_2026-02-10_D000032_NOW", "correlation_type": "rollup", "disclosure_date": "2026-03-06", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 68.69, "member_name": "Byron Donalds", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.59, "ml_score_car": 57.53, "ml_score_distill": 88.59, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7107, "factor": "timing_raw"}, {"contribution": 4.8937, "factor": "jurisdiction_raw"}, {"contribution": 1.352, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 68.69, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.999302+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "NOW", "top_correlations": [{"composite_score": 68.69, "event_id": "hr7534-119", "event_summary": "Contract Our Veterans Act of 2026", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "hr7651-119", "event_summary": "Chloe Cole Act of 2026", "event_type": "bill"}, {"composite_score": 55.08, "event_id": "hr7678-119", "event_summary": "Gun Owner Registration Information Protection Act", "event_type": "bill"}, {"composite_score": 51.12, "event_id": "hr7817-119", "event_summary": "No Federal Tax Dollars for Illegal Aliens Health Insurance Act of 2026", "event_type": "bill"}, {"composite_score": 51.12, "event_id": "hres1107-119", "event_summary": "Memorializing Rev. Jesse Jackson by flying the flag of the United States at halfstaff.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-10_D000032_NOW", "transaction_date": "2026-02-10", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.0995, "abnormal_return_60d": 0.1823, "abnormal_return_90d": 0.1426, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 43.98, "bill_count": 23, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 79.99, "contract_count": 13, "correlation_count": 36, "correlation_id": "rollup__quiver_2026-03-02_C001123_THR", "correlation_type": "rollup", "disclosure_date": "2026-03-09", "disclosure_lag_days": 7, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 79.99, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 0.0, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": -0.0685, "factor": "jurisdiction_raw"}, {"contribution": -0.0128, "factor": "timing_raw"}, {"contribution": 0.002, "factor": "multiple_signals_raw"}], "ml_shap_top3_distill": [{"contribution": 12.5032, "factor": "jurisdiction_raw"}, {"contribution": 7.7901, "factor": "timing_raw"}, {"contribution": 1.4209, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 79.99, "scored_at": "2026-05-31T15:52:02.901281+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "THR", "top_correlations": [{"composite_score": 79.99, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}, {"composite_score": 72.1, "event_id": "hr7745-119", "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_type": "bill"}, {"composite_score": 62.36, "event_id": "SUB_2026-03-18_ASPHALT TESTING SERVICES 25-106", "event_summary": "to ASPHALT TESTING SERVICES ATS, LLC | $353,500", "event_type": "contract"}, {"composite_score": 61.98, "event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059", "event_type": "contract"}, {"composite_score": 55.08, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-02_C001123_THR", "transaction_date": "2026-03-02", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.1012, "abnormal_return_60d": 0.1241, "abnormal_return_90d": 0.0226, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 20.89, "bill_count": 8, "bioguide_id": "K000398", "chamber": "House", "company_name": "", "composite_score": 39.09, "contract_count": 0, "correlation_count": 8, "correlation_id": "rollup__quiver_2026-01-23_K000398_JNJ", "correlation_type": "rollup", "disclosure_date": "2026-02-19", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Pharmaceuticals", "max_pair_score": 39.09, "member_name": "Thomas H. Kean Jr", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 29.02, "ml_score_car": 60.85, "ml_score_distill": 29.02, "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_car": [{"contribution": -0.0131, "factor": "jurisdiction_raw"}, {"contribution": 0.0095, "factor": "amount_raw"}, {"contribution": 0.009, "factor": "disclosure_lag_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"}], "party": "R", "prev_composite_score": 39.09, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.167811+00:00", "sector": "Healthcare", "severity_tier": "low", "ticker": "JNJ", "top_correlations": [{"composite_score": 39.09, "event_id": "hr7390-119", "event_summary": "SELF DRIVE Act of 2026", "event_type": "bill"}, {"composite_score": 28.84, "event_id": "hr7137-119", "event_summary": "Shutdown Fairness Act", "event_type": "bill"}, {"composite_score": 27.75, "event_id": "hr7118-119", "event_summary": "Genomic Answers for Children\u2019s Health Act of 2026", "event_type": "bill"}, {"composite_score": 14.81, "event_id": "hr6856-119", "event_summary": "Peace Through Strength Against Russia Act of 2025", "event_type": "bill"}, {"composite_score": 14.81, "event_id": "hr6858-119", "event_summary": "Veteran Suicide Prevention Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-23_K000398_JNJ", "transaction_date": "2026-01-23", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.1016, "abnormal_return_60d": -0.0024, "abnormal_return_90d": -0.1408, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 59.44, "bill_count": 2, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 71.39, "contract_count": 2, "correlation_count": 4, "correlation_id": "rollup__quiver_2026-02-04_M001190_VSEC", "correlation_type": "rollup", "disclosure_date": "2026-03-02", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 71.39, "member_name": "Markwayne Mullin", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.85, "ml_score_car": 65.26, "ml_score_distill": 90.85, "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"}], "ml_shap_top3_distill": [{"contribution": 6.9052, "factor": "timing_raw"}, {"contribution": 5.0115, "factor": "jurisdiction_raw"}, {"contribution": 1.3198, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 71.39, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.349062+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "VSEC", "top_correlations": [{"composite_score": 71.39, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 63.03, "event_id": "sres606-119", "event_summary": "A resolution condemning the Government of Iran for its suppression of the right of Iranians to peacefully assemble.", "event_type": "bill"}, {"composite_score": 52.18, "event_id": "SUB_2026-02-27_0000001582-0", "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558", "event_type": "contract"}, {"composite_score": 51.17, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-04_M001190_VSEC", "transaction_date": "2026-02-04", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.1031, "abnormal_return_60d": -0.092, "abnormal_return_90d": -0.0944, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 32.8, "bill_count": 4, "bioguide_id": "P000595", "chamber": "Senate", "company_name": "", "composite_score": 33.73, "contract_count": 0, "correlation_count": 4, "correlation_id": "rollup__quiver_2026-01-12_P000595_SWK", "correlation_type": "rollup", "disclosure_date": "2026-01-20", "disclosure_lag_days": 8, "engine_version": "1.2.0", "industry": "Tools & Accessories", "max_pair_score": 33.73, "member_name": "Gary Peters", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 17.03, "ml_score_car": 99.04, "ml_score_distill": 17.03, "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_car": [{"contribution": 0.0217, "factor": "timing_raw"}, {"contribution": 0.0163, "factor": "jurisdiction_raw"}, {"contribution": 0.0122, "factor": "trade_before_event_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"}], "party": "D", "prev_composite_score": 33.73, "score_divergence": true, "scored_at": "2026-05-31T15:51:59.565432+00:00", "sector": "Industrials", "severity_tier": "low", "ticker": "SWK", "top_correlations": [{"composite_score": 33.73, "event_id": "s3426-119", "event_summary": "International Human Rights Defense Act of 2025", "event_type": "bill"}, {"composite_score": 32.71, "event_id": "sjres98-119", "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_type": "bill"}, {"composite_score": 32.38, "event_id": "s3039-119", "event_summary": "True Shutdown Fairness Act", "event_type": "bill"}, {"composite_score": 32.38, "event_id": "sres484-119", "event_summary": "A resolution designating October 2025 as \"School Bus Safety Month\".", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-12_P000595_SWK", "transaction_date": "2026-01-12", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.1055, "abnormal_return_60d": 0.1821, "abnormal_return_90d": 0.1518, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 45.02, "bill_count": 8, "bioguide_id": "S001189", "chamber": "House", "company_name": "", "composite_score": 67.16, "contract_count": 8, "correlation_count": 16, "correlation_id": "rollup__quiver_2026-02-17_S001189_GEV", "correlation_type": "rollup", "disclosure_date": "2026-03-12", "disclosure_lag_days": 23, "engine_version": "1.2.0", "industry": "Heavy Electrical Equipment", "max_pair_score": 67.16, "member_name": "Austin Scott", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 82.19, "ml_score_car": 63.41, "ml_score_distill": 82.19, "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"}], "ml_shap_top3_distill": [{"contribution": 4.8003, "factor": "jurisdiction_raw"}, {"contribution": 3.7887, "factor": "timing_raw"}, {"contribution": 1.3044, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 67.16, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.379735+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "GEV", "top_correlations": [{"composite_score": 67.16, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 58.94, "event_id": "SUB_2026-02-27_0000001582-0", "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558", "event_type": "contract"}, {"composite_score": 56.47, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}, {"composite_score": 52.36, "event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059", "event_type": "contract"}, {"composite_score": 49.56, "event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_summary": "to OSHKOSH DEFENSE LLC | $191,384", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-17_S001189_GEV", "transaction_date": "2026-02-17", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.1059, "abnormal_return_60d": 0.0987, "abnormal_return_90d": 0.128, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 47.87, "bill_count": 11, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 72.42, "contract_count": 0, "correlation_count": 11, "correlation_id": "rollup__quiver_2026-01-09_C001123_AME", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 72.42, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 93.04, "ml_score_car": 79.16, "ml_score_distill": 93.04, "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_car": [{"contribution": 0.0144, "factor": "timing_raw"}, {"contribution": 0.0136, "factor": "jurisdiction_raw"}, {"contribution": 0.0067, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": 4.6208, "factor": "disclosure_lag_raw"}, {"contribution": 4.5101, "factor": "jurisdiction_raw"}, {"contribution": 3.3636, "factor": "timing_raw"}], "party": "D", "prev_composite_score": 72.42, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.250932+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "AME", "top_correlations": [{"composite_score": 72.42, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 70.99, "event_id": "hres993-119", "event_summary": "Recognizing and expressing support for the Iranian people protesting for a free and democratic Iran.", "event_type": "bill"}, {"composite_score": 63.32, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 55.38, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}, {"composite_score": 41.41, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-09_C001123_AME", "transaction_date": "2026-01-09", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.107, "abnormal_return_60d": 0.0969, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.43, "bill_count": 15, "bioguide_id": "L000560", "chamber": "House", "company_name": "Carrier Global Corporation", "composite_score": 63.14, "contract_count": 21, "correlation_count": 36, "correlation_id": "rollup__quiver_2026-04-07_L000560_CARR", "correlation_type": "rollup", "disclosure_date": "2026-04-15", "disclosure_lag_days": 8, "engine_version": "1.2.0", "industry": "Building Products & Equipment", "max_pair_score": 63.14, "member_name": "Rick Larsen", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 56.91, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": -0.0138, "factor": "timing_raw"}, {"contribution": 0.0077, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "disclosure_lag_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.960581+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "CARR", "top_correlations": [{"composite_score": 63.14, "event_id": "SUB_2026-04-13_24-0422-031", "event_summary": "to ALLEN & GRAHAM, INC | $24,865", "event_type": "contract"}, {"composite_score": 61.98, "event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_summary": "to OSHKOSH DEFENSE LLC | $79,740", "event_type": "contract"}, {"composite_score": 60.89, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 55.75, "event_id": "hr8421-119", "event_summary": "SERVE Act", "event_type": "bill"}, {"composite_score": 55.08, "event_id": "SUB_2026-04-22_D26P000591", "event_summary": "to HOWMET AEROSPACE INC. | $70,951", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-07_L000560_CARR", "transaction_date": "2026-04-07", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.1071, "abnormal_return_60d": 0.1113, "abnormal_return_90d": 0.1705, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.39, "bill_count": 14, "bioguide_id": "J000310", "chamber": "House", "company_name": "", "composite_score": 70.33, "contract_count": 0, "correlation_count": 14, "correlation_id": "rollup__quiver_2025-12-18_J000310_RTX", "correlation_type": "rollup", "disclosure_date": "2026-01-15", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 70.33, "member_name": "Julie Johnson", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.72, "ml_score_car": 58.15, "ml_score_distill": 88.72, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 70.33, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.712161+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "RTX", "top_correlations": [{"composite_score": 70.33, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 52.92, "event_id": "hr6731-119", "event_summary": "Restore Trust in Government Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hres1001-119", "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_type": "bill"}, {"composite_score": 49.56, "event_id": "hr7088-119", "event_summary": "NO NATO for Purchase Act", "event_type": "bill"}, {"composite_score": 49.56, "event_id": "hr7119-119", "event_summary": "DHS Use of Force Oversight Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-18_J000310_RTX", "transaction_date": "2025-12-18", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.1091, "abnormal_return_60d": 0.0573, "abnormal_return_90d": -0.0787, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 24.4, "bill_count": 1, "bioguide_id": "L000595", "chamber": "House", "company_name": "", "composite_score": 24.4, "contract_count": 0, "correlation_count": 1, "correlation_id": "rollup__quiver_2025-12-16_L000595_URI", "correlation_type": "rollup", "disclosure_date": "2026-01-13", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Rental & Leasing Services", "max_pair_score": 24.4, "member_name": "Julia Letlow", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.91, "ml_score_car": 71.91, "ml_score_distill": 0.91, "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_car": [{"contribution": 0.0259, "factor": "timing_raw"}, {"contribution": -0.0183, "factor": "multiple_signals_raw"}, {"contribution": 0.0131, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -15.8183, "factor": "timing_raw"}, {"contribution": -11.9224, "factor": "trade_before_event_raw"}, {"contribution": -6.3393, "factor": "multiple_signals_raw"}], "party": "R", "prev_composite_score": 24.4, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.311733+00:00", "sector": "Industrials", "severity_tier": "low", "ticker": "URI", "top_correlations": [{"composite_score": 24.4, "event_id": "hres866-119", "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", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-16_L000595_URI", "transaction_date": "2025-12-16", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.1105, "abnormal_return_60d": 0.1079, "abnormal_return_90d": 0.0523, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 44.85, "bill_count": 11, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 75.26, "contract_count": 0, "correlation_count": 11, "correlation_id": "rollup__quiver_2025-12-10_C001123_SARO", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 33, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 75.26, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 100.0, "ml_score_car": 55.07, "ml_score_distill": 100.0, "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_car": [{"contribution": -0.0261, "factor": "disclosure_lag_raw"}, {"contribution": 0.0238, "factor": "timing_raw"}, {"contribution": 0.01, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 8.0311, "factor": "timing_raw"}, {"contribution": 5.0836, "factor": "jurisdiction_raw"}, {"contribution": 2.6197, "factor": "disclosure_lag_raw"}], "party": "D", "prev_composite_score": 75.26, "score_divergence": true, "scored_at": "2026-05-31T15:51:56.921035+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "SARO", "top_correlations": [{"composite_score": 75.26, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 63.04, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 49.37, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}, {"composite_score": 49.37, "event_id": "hr6391-119", "event_summary": "Save Oak Flat from Foreign Mining Act", "event_type": "bill"}, {"composite_score": 44.62, "event_id": "hr6318-119", "event_summary": "No GOUGE Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-10_C001123_SARO", "transaction_date": "2025-12-10", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.1108, "abnormal_return_60d": -0.0037, "abnormal_return_90d": 0.1822, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 51.31, "bill_count": 4, "bioguide_id": "L000595", "chamber": "House", "company_name": "", "composite_score": 59.93, "contract_count": 2, "correlation_count": 6, "correlation_id": "rollup__quiver_2026-02-02_L000595_URI", "correlation_type": "rollup", "disclosure_date": "2026-03-12", "disclosure_lag_days": 38, "engine_version": "1.2.0", "industry": "Rental & Leasing Services", "max_pair_score": 59.93, "member_name": "Julia Letlow", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 69.46, "ml_score_car": 30.34, "ml_score_distill": 69.46, "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_car": [{"contribution": -0.0345, "factor": "disclosure_lag_raw"}, {"contribution": 0.0076, "factor": "jurisdiction_raw"}, {"contribution": -0.0045, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -11.1854, "factor": "timing_raw"}, {"contribution": 5.7717, "factor": "disclosure_lag_raw"}, {"contribution": 5.4851, "factor": "jurisdiction_raw"}], "party": "R", "prev_composite_score": 59.93, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.811636+00:00", "sector": "Industrials", "severity_tier": "low", "ticker": "URI", "top_correlations": [{"composite_score": 59.93, "event_id": "hres1076-119", "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States.", "event_type": "bill"}, {"composite_score": 58.85, "event_id": "SUB_2026-02-27_0000001582-0", "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558", "event_type": "contract"}, {"composite_score": 57.98, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}, {"composite_score": 51.59, "event_id": "hr7235-119", "event_summary": "Protecting Motherhood Act", "event_type": "bill"}, {"composite_score": 39.75, "event_id": "hr5942-119", "event_summary": "National Cemetery Access Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-02_L000595_URI", "transaction_date": "2026-02-02", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.1111, "abnormal_return_60d": 0.2455, "abnormal_return_90d": 0.1484, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 42.21, "bill_count": 10, "bioguide_id": "M001236", "chamber": "House", "company_name": "", "composite_score": 63.03, "contract_count": 0, "correlation_count": 10, "correlation_id": "rollup__quiver_2025-12-31_M001236_HY", "correlation_type": "rollup", "disclosure_date": "2026-01-24", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Farm & Heavy Construction Machinery", "max_pair_score": 63.03, "member_name": "Tim Moore", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 75.23, "ml_score_car": 50.82, "ml_score_distill": 75.23, "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"}], "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"}], "party": "R", "prev_composite_score": 63.03, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.018185+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "HY", "top_correlations": [{"composite_score": 63.03, "event_id": "hr6955-119", "event_summary": "Main Street Capital Access Act", "event_type": "bill"}, {"composite_score": 56.8, "event_id": "hres998-119", "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_type": "bill"}, {"composite_score": 50.12, "event_id": "hr7300-119", "event_summary": "Make Elections Great Again Act", "event_type": "bill"}, {"composite_score": 42.52, "event_id": "hres971-119", "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_type": "bill"}, {"composite_score": 37.2, "event_id": "hr6550-119", "event_summary": "American FIRST Act of 2025", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-31_M001236_HY", "transaction_date": "2025-12-31", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.1122, "abnormal_return_60d": 0.2331, "abnormal_return_90d": 0.4102, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 43.67, "bill_count": 5, "bioguide_id": "W000816", "chamber": "House", "company_name": "", "composite_score": 52.56, "contract_count": 0, "correlation_count": 5, "correlation_id": "rollup__quiver_2025-12-22_W000816_CVX", "correlation_type": "rollup", "disclosure_date": "2026-01-15", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Integrated Oil & Gas", "max_pair_score": 52.56, "member_name": "Roger Williams", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 56.22, "ml_score_car": 74.07, "ml_score_distill": 56.22, "ml_shap_top3": [{"contribution": -11.1398, "factor": "timing_raw"}, {"contribution": 5.4579, "factor": "jurisdiction_raw"}, {"contribution": 1.9157, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0082, "factor": "timing_raw"}, {"contribution": 0.0082, "factor": "jurisdiction_raw"}, {"contribution": 0.0079, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": -11.1398, "factor": "timing_raw"}, {"contribution": 5.4579, "factor": "jurisdiction_raw"}, {"contribution": 1.9157, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 52.56, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.094688+00:00", "sector": "Energy", "severity_tier": "low", "ticker": "CVX", "top_correlations": [{"composite_score": 52.56, "event_id": "hr7034-119", "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_type": "bill"}, {"composite_score": 52.44, "event_id": "hres971-119", "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_type": "bill"}, {"composite_score": 43.34, "event_id": "hr6609-119", "event_summary": "Pharmacists Fight Back in Medicare and Medicaid Act", "event_type": "bill"}, {"composite_score": 37.64, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}, {"composite_score": 32.38, "event_id": "hr5888-119", "event_summary": "UNtaxed Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-22_W000816_CVX", "transaction_date": "2025-12-22", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.1144, "abnormal_return_60d": 0.2517, "abnormal_return_90d": 0.4878, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 25.01, "bill_count": 1, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 25.01, "contract_count": 0, "correlation_count": 1, "correlation_id": "rollup__quiver_2025-12-29_M001190_CVX", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Integrated Oil & Gas", "max_pair_score": 25.01, "member_name": "Markwayne Mullin", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.0, "ml_score_car": 92.06, "ml_score_distill": 0.0, "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_car": [{"contribution": 0.0343, "factor": "timing_raw"}, {"contribution": -0.0183, "factor": "multiple_signals_raw"}, {"contribution": 0.0163, "factor": "jurisdiction_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"}], "party": "R", "prev_composite_score": 25.01, "score_divergence": true, "scored_at": "2026-05-31T15:51:58.507510+00:00", "sector": "Energy", "severity_tier": "low", "ticker": "CVX", "top_correlations": [{"composite_score": 25.01, "event_id": "s3159-119", "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-29_M001190_CVX", "transaction_date": "2025-12-29", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.1145, "abnormal_return_60d": 0.0913, "abnormal_return_90d": -0.035, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 38.91, "bill_count": 9, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 57.23, "contract_count": 0, "correlation_count": 9, "correlation_id": "rollup__quiver_2025-12-31_C001123_RNMBF", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 12, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 57.23, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 60.14, "ml_score_car": 55.37, "ml_score_distill": 60.14, "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"}], "ml_shap_top3_distill": [{"contribution": -7.4013, "factor": "timing_raw"}, {"contribution": 4.4379, "factor": "jurisdiction_raw"}, {"contribution": 1.7508, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 57.23, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.908005+00:00", "sector": "Industrials", "severity_tier": "low", "ticker": "RNMBF", "top_correlations": [{"composite_score": 57.23, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 52.36, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 41.46, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 36.15, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 33.79, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-31_C001123_RNMBF", "transaction_date": "2025-12-31", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.1168, "abnormal_return_60d": 0.6013, "abnormal_return_90d": 0.4312, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 48.42, "bill_count": 22, "bioguide_id": "C001123", "chamber": "House", "company_name": "Legence Corp.", "composite_score": 68.41, "contract_count": 13, "correlation_count": 35, "correlation_id": "rollup__quiver_2026-03-03_C001123_LGN", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Engineering & Construction", "max_pair_score": 68.41, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 39.39, "ml_score_distill": 86.7, "ml_shap_top3_car": [{"contribution": -0.0217, "factor": "timing_raw"}, {"contribution": -0.0115, "factor": "disclosure_lag_raw"}, {"contribution": 0.0113, "factor": "jurisdiction_raw"}], "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"}], "party": "D", "scored_at": "2026-06-01T01:02:53.647550+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "LGN", "top_correlations": [{"composite_score": 68.41, "event_id": "SUB_2026-03-09_MASI0-MAT0037721", "event_summary": "to OSHKOSH DEFENSE LLC | $1,798,059", "event_type": "contract"}, {"composite_score": 61.01, "event_id": "SUB_2026-03-17_MASI0-MAT0037797", "event_summary": "to OSHKOSH DEFENSE LLC | $960,267", "event_type": "contract"}, {"composite_score": 61.01, "event_id": "SUB_2026-03-17_MASI0-MAT0037795", "event_summary": "to OSHKOSH DEFENSE LLC | $191,384", "event_type": "contract"}, {"composite_score": 61.01, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 60.35, "event_id": "SUB_2026-03-18_L-20260770773", "event_summary": "to THE BOEING COMPANY | $128,134", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-03_C001123_LGN", "transaction_date": "2026-03-03", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.1178, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 29.89, "bill_count": 13, "bioguide_id": "C001123", "chamber": "House", "company_name": "Revvity, Inc.", "composite_score": 64.98, "contract_count": 3, "correlation_count": 16, "correlation_id": "rollup__quiver_2026-05-04_C001123_RVTY", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Diagnostics & Research", "max_pair_score": 64.98, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 0.0, "ml_score_distill": 72.69, "ml_shap_top3_car": [{"contribution": -0.0601, "factor": "jurisdiction_raw"}, {"contribution": -0.0304, "factor": "disclosure_lag_raw"}, {"contribution": -0.0236, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": -14.9624, "factor": "timing_raw"}, {"contribution": 11.3273, "factor": "jurisdiction_raw"}, {"contribution": 5.2806, "factor": "disclosure_lag_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.583054+00:00", "sector": "Healthcare", "severity_tier": "medium", "ticker": "RVTY", "top_correlations": [{"composite_score": 64.98, "event_id": "SUB_2026-05-28_ISPACE-SWES-BTS-APEIS-MOD 2", "event_summary": "to ISPACE, INC. | $44,824", "event_type": "contract"}, {"composite_score": 60.2, "event_id": "SUB_2026-05-21_24-0829-024", "event_summary": "to CERTIFIED AIR BALANCE CO INC | $109,280", "event_type": "contract"}, {"composite_score": 59.99, "event_id": "hr8654-119", "event_summary": "Afterschool for All Act", "event_type": "bill"}, {"composite_score": 42.98, "event_id": "hr8910-119", "event_summary": "SLUSH FUND Act of 2026", "event_type": "bill"}, {"composite_score": 37.64, "event_id": "SUB_2026-03-20_42HAL00174", "event_summary": "to ANIXTER INC | $56,901", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-04_C001123_RVTY", "transaction_date": "2026-05-04", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.1197, "abnormal_return_60d": 0.4038, "abnormal_return_90d": 0.4519, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 29.53, "bill_count": 2, "bioguide_id": "H001072", "chamber": "House", "company_name": "", "composite_score": 30.9, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2025-12-31_H001072_SFL", "correlation_type": "rollup", "disclosure_date": "2026-01-23", "disclosure_lag_days": 23, "engine_version": "1.2.0", "industry": "Marine Shipping", "max_pair_score": 30.9, "member_name": "James French Hill", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 5.62, "ml_score_car": 60.18, "ml_score_distill": 5.62, "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_car": [{"contribution": -0.0267, "factor": "multiple_signals_raw"}, {"contribution": 0.0155, "factor": "trade_before_event_raw"}, {"contribution": 0.0103, "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"}], "party": "R", "prev_composite_score": 30.9, "score_divergence": true, "scored_at": "2026-05-31T15:51:58.969113+00:00", "sector": "Industrials", "severity_tier": "low", "ticker": "SFL", "top_correlations": [{"composite_score": 30.9, "event_id": "hres930-119", "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_type": "bill"}, {"composite_score": 28.16, "event_id": "hr6047-119", "event_summary": "Sharri Briley and Eric Edmundson Veterans Benefits Expansion Act of 2025", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-31_H001072_SFL", "transaction_date": "2025-12-31", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.1202, "abnormal_return_60d": -0.0904, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.83, "bill_count": 20, "bioguide_id": "C001123", "chamber": "House", "company_name": "Advanced Energy Industries, Inc", "composite_score": 72.1, "contract_count": 19, "correlation_count": 39, "correlation_id": "rollup__quiver_2026-03-27_C001123_AEIS", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 11, "engine_version": "1.2.0", "industry": "Electrical Equipment & Parts", "max_pair_score": 72.1, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.261673+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "AEIS", "top_correlations": [{"composite_score": 72.1, "event_id": "SUB_2026-03-27_D26P000437", "event_summary": "to THE BOEING COMPANY | $262,452", "event_type": "contract"}, {"composite_score": 63.14, "event_id": "hr8175-119", "event_summary": "To amend title 10, United States Code, and the National Defense Authorization Act for Fiscal Year 1994, to codify and clarify gender neutral standards for members of certain Armed Forces, and for othe", "event_type": "bill"}, {"composite_score": 58.94, "event_id": "SUB_2026-04-06_MASI0-MAT0037958", "event_summary": "to FLIGHT SOURCE INC | $60,028", "event_type": "contract"}, {"composite_score": 53.88, "event_id": "SUB_2026-04-13_24-0422-031", "event_summary": "to ALLEN & GRAHAM, INC | $24,865", "event_type": "contract"}, {"composite_score": 53.34, "event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_summary": "to OSHKOSH DEFENSE LLC | $79,740", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-27_C001123_AEIS", "transaction_date": "2026-03-27", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.1204, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 500001, "amount_range": "500001.0", "avg_pair_score": 43.75, "bill_count": 38, "bioguide_id": "J000305", "chamber": "House", "company_name": "QUALCOMM Incorporated", "composite_score": 69.35, "contract_count": 11, "correlation_count": 49, "correlation_id": "rollup__quiver_2026-05-06_J000305_QCOM", "correlation_type": "rollup", "disclosure_date": "2026-05-20", "disclosure_lag_days": 14, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 69.35, "member_name": "Sara Jacobs", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 40.3, "ml_score_distill": 85.48, "ml_shap_top3_car": [{"contribution": -0.0251, "factor": "amount_raw"}, {"contribution": -0.0163, "factor": "timing_raw"}, {"contribution": 0.0133, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 5.4637, "factor": "jurisdiction_raw"}, {"contribution": 4.3183, "factor": "amount_raw"}, {"contribution": 1.3255, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.573545+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "QCOM", "top_correlations": [{"composite_score": 69.35, "event_id": "hr8798-119", "event_summary": "Universal School Meals Program Act of 2026", "event_type": "bill"}, {"composite_score": 68.26, "event_id": "hr8807-119", "event_summary": "Maternal Health Pandemic Response Act", "event_type": "bill"}, {"composite_score": 68.26, "event_id": "hr8811-119", "event_summary": "Moms Matter Act", "event_type": "bill"}, {"composite_score": 68.26, "event_id": "hr8831-119", "event_summary": "Protecting Our Democracy Act", "event_type": "bill"}, {"composite_score": 63.84, "event_id": "hr8907-119", "event_summary": "IMPACT to Save Moms Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-06_J000305_QCOM", "transaction_date": "2026-05-06", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.1218, "abnormal_return_60d": 0.3163, "abnormal_return_90d": 0.4741, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 58.8, "bill_count": 5, "bioguide_id": "G000591", "chamber": "House", "company_name": "", "composite_score": 73.86, "contract_count": 0, "correlation_count": 5, "correlation_id": "rollup__quiver_2026-01-09_G000591_CHRD", "correlation_type": "rollup", "disclosure_date": "2026-02-17", "disclosure_lag_days": 39, "engine_version": "1.2.0", "industry": "Oil & Gas E&P", "max_pair_score": 73.86, "member_name": "Michael Patrick Guest", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 92.47, "ml_score_car": 100.0, "ml_score_distill": 92.47, "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_car": [{"contribution": 0.0486, "factor": "timing_raw"}, {"contribution": 0.0187, "factor": "jurisdiction_raw"}, {"contribution": 0.0164, "factor": "disclosure_lag_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"}], "party": "R", "prev_composite_score": 73.86, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.467762+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "CHRD", "top_correlations": [{"composite_score": 73.86, "event_id": "hres998-119", "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_type": "bill"}, {"composite_score": 72.62, "event_id": "hr7120-119", "event_summary": "Purple Heart Freedom to Work Act", "event_type": "bill"}, {"composite_score": 65.94, "event_id": "hr7230-119", "event_summary": "Buying American Cotton Act of 2026", "event_type": "bill"}, {"composite_score": 40.8, "event_id": "hr6167-119", "event_summary": "HEALTH Act of 2025", "event_type": "bill"}, {"composite_score": 40.8, "event_id": "hres866-119", "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", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-09_G000591_CHRD", "transaction_date": "2026-01-09", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.1223, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 37.36, "bill_count": 28, "bioguide_id": "C001123", "chamber": "House", "company_name": "NVIDIA Corporation", "composite_score": 70.33, "contract_count": 9, "correlation_count": 37, "correlation_id": "rollup__quiver_2026-04-14_C001123_NVDA", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 70.33, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 58.15, "ml_score_distill": 88.72, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.005, "factor": "timing_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.925612+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "NVDA", "top_correlations": [{"composite_score": 70.33, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 55.75, "event_id": "hr8563-119", "event_summary": "Investing in the American Dream Act", "event_type": "bill"}, {"composite_score": 54.46, "event_id": "hres1243-119", "event_summary": "Recognizing the significance of Asian American, Native Hawaiian, and Pacific Islander Heritage Month as an important time to celebrate the significant contributions of Asian Americans, Native Hawaiian", "event_type": "bill"}, {"composite_score": 52.36, "event_id": "hres1252-119", "event_summary": "Resolution memorializing law enforcement officers killed in the line of duty.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-14_C001123_NVDA", "transaction_date": "2026-04-14", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.1238, "abnormal_return_60d": 0.0876, "abnormal_return_90d": 0.0772, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 43.2, "bill_count": 11, "bioguide_id": "M001236", "chamber": "House", "company_name": "", "composite_score": 69.74, "contract_count": 0, "correlation_count": 11, "correlation_id": "rollup__quiver_2026-01-05_M001236_HY", "correlation_type": "rollup", "disclosure_date": "2026-01-24", "disclosure_lag_days": 19, "engine_version": "1.2.0", "industry": "Farm & Heavy Construction Machinery", "max_pair_score": 69.74, "member_name": "Tim Moore", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.23, "ml_score_car": 57.33, "ml_score_distill": 90.23, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7151, "factor": "timing_raw"}, {"contribution": 4.9859, "factor": "jurisdiction_raw"}, {"contribution": 1.3475, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 69.74, "score_divergence": true, "scored_at": "2026-05-31T15:51:59.176369+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "HY", "top_correlations": [{"composite_score": 69.74, "event_id": "hr6955-119", "event_summary": "Main Street Capital Access Act", "event_type": "bill"}, {"composite_score": 60.93, "event_id": "hres998-119", "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_type": "bill"}, {"composite_score": 51.48, "event_id": "hr7300-119", "event_summary": "Make Elections Great Again Act", "event_type": "bill"}, {"composite_score": 50.36, "event_id": "hr3497-119", "event_summary": "Medal of Sacrifice Act", "event_type": "bill"}, {"composite_score": 39.16, "event_id": "hres971-119", "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_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-05_M001236_HY", "transaction_date": "2026-01-05", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.124, "abnormal_return_60d": -0.003, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 28.54, "bill_count": 9, "bioguide_id": "S000168", "chamber": "House", "company_name": "Citigroup, Inc.", "composite_score": 44.19, "contract_count": 2, "correlation_count": 11, "correlation_id": "rollup__quiver_2026-03-19_S000168_C", "correlation_type": "rollup", "disclosure_date": "2026-04-21", "disclosure_lag_days": 33, "engine_version": "1.2.0", "industry": "Banks - Diversified", "max_pair_score": 44.19, "member_name": "Maria Elvira Salazar", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 33.27, "ml_score_distill": 36.57, "ml_shap_top3_car": [{"contribution": -0.0497, "factor": "disclosure_lag_raw"}, {"contribution": 0.0155, "factor": "jurisdiction_raw"}, {"contribution": -0.0136, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": -12.3006, "factor": "trade_before_event_raw"}, {"contribution": -8.5143, "factor": "timing_raw"}, {"contribution": 5.4814, "factor": "jurisdiction_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.539770+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "C", "top_correlations": [{"composite_score": 44.19, "event_id": "SUB_2026-03-05_D26P000282", "event_summary": "to AVIATRIX INC | $77,245", "event_type": "contract"}, {"composite_score": 40.8, "event_id": "SUB_2026-02-27_40487291", "event_summary": "to AMPHENOL CORP | $30,043", "event_type": "contract"}, {"composite_score": 38.71, "event_id": "hres1121-119", "event_summary": "Honoring the extraordinary contributions of Irish Americans to the American War for Independence on the occasion of the 250th anniversary of the United States.", "event_type": "bill"}, {"composite_score": 35.91, "event_id": "hr8274-119", "event_summary": "Improving Retirement Security for Family Caregivers Act of 2026", "event_type": "bill"}, {"composite_score": 35.91, "event_id": "hr8273-119", "event_summary": "Catching Up Family Caregivers Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-19_S000168_C", "transaction_date": "2026-03-19", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.1247, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 43.03, "bill_count": 18, "bioguide_id": "S000168", "chamber": "House", "company_name": "Voyager Technologies, Inc.", "composite_score": 72.1, "contract_count": 21, "correlation_count": 39, "correlation_id": "rollup__quiver_2026-04-14_S000168_VOYG", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 72.1, "member_name": "Maria Elvira Salazar", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.922230+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "VOYG", "top_correlations": [{"composite_score": 72.1, "event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_summary": "to OSHKOSH DEFENSE LLC | $79,740", "event_type": "contract"}, {"composite_score": 70.33, "event_id": "hres1179-119", "event_summary": "Condemning attacks on civilians in Sudan and calling for an end to external support to the warring parties and for efforts to promote a negotiated settlement of the war.", "event_type": "bill"}, {"composite_score": 70.33, "event_id": "hr8283-119", "event_summary": "Deterring American AI Model Theft Act of 2026", "event_type": "bill"}, {"composite_score": 68.79, "event_id": "SUB_2026-04-22_D26P000591", "event_summary": "to HOWMET AEROSPACE INC. | $70,951", "event_type": "contract"}, {"composite_score": 67.78, "event_id": "SUB_2026-04-23_L26P000242", "event_summary": "to TEXTRON AVIATION INC | $61,510", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-14_S000168_VOYG", "transaction_date": "2026-04-14", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.1257, "abnormal_return_60d": 0.3236, "abnormal_return_90d": 0.4429, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 47.39, "bill_count": 13, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 73.47, "contract_count": 0, "correlation_count": 13, "correlation_id": "rollup__quiver_2026-01-09_C001123_MTDR", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Oil & Gas E&P", "max_pair_score": 73.47, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 94.0, "ml_score_car": 71.13, "ml_score_distill": 94.0, "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"}], "ml_shap_top3_distill": [{"contribution": 4.5762, "factor": "jurisdiction_raw"}, {"contribution": 4.5065, "factor": "disclosure_lag_raw"}, {"contribution": 3.3658, "factor": "timing_raw"}], "party": "D", "prev_composite_score": 73.47, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.353236+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "MTDR", "top_correlations": [{"composite_score": 73.47, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 72.04, "event_id": "hres993-119", "event_summary": "Recognizing and expressing support for the Iranian people protesting for a free and democratic Iran.", "event_type": "bill"}, {"composite_score": 64.37, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 56.44, "event_id": "hr7340-119", "event_summary": "Rebuild America\u2019s Schools Act of 2026", "event_type": "bill"}, {"composite_score": 42.47, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-09_C001123_MTDR", "transaction_date": "2026-01-09", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.1281, "abnormal_return_60d": 0.4743, "abnormal_return_90d": null, "amount_lower": 500001, "amount_range": "500001.0", "avg_pair_score": 43.99, "bill_count": 5, "bioguide_id": "H001082", "chamber": "House", "company_name": "Texas Instruments Incorporated", "composite_score": 71.76, "contract_count": 5, "correlation_count": 10, "correlation_id": "rollup__quiver_2026-03-18_H001082_TXN", "correlation_type": "rollup", "disclosure_date": "2026-04-03", "disclosure_lag_days": 16, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 71.76, "member_name": "Kevin Hern", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 68.19, "ml_score_distill": 87.83, "ml_shap_top3_car": [{"contribution": 0.0326, "factor": "timing_raw"}, {"contribution": -0.0322, "factor": "amount_raw"}, {"contribution": 0.0179, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 4.8343, "factor": "jurisdiction_raw"}, {"contribution": 4.5155, "factor": "amount_raw"}, {"contribution": 1.3548, "factor": "timing_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.543869+00:00", "sector": "Technology", "severity_tier": "medium", "ticker": "TXN", "top_correlations": [{"composite_score": 71.76, "event_id": "SUB_2026-03-23_Y260001944", "event_summary": "to TERADYNE, INC | $31,838", "event_type": "contract"}, {"composite_score": 71.76, "event_id": "SUB_2026-03-23_SVI-2319057-TCI-2544", "event_summary": "to TIDEWATER CONTRACTING, INC. | $195,421", "event_type": "contract"}, {"composite_score": 57.49, "event_id": "SUB_2026-04-13_2601262", "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,910", "event_type": "contract"}, {"composite_score": 57.49, "event_id": "SUB_2026-04-13_2601264", "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $44,676", "event_type": "contract"}, {"composite_score": 43.51, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-18_H001082_TXN", "transaction_date": "2026-03-18", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.1282, "abnormal_return_60d": 0.0902, "abnormal_return_90d": 0.1919, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 55.55, "bill_count": 6, "bioguide_id": "B001236", "chamber": "Senate", "company_name": "", "composite_score": 72.1, "contract_count": 1, "correlation_count": 7, "correlation_id": "rollup__quiver_2026-01-29_B001236_CAT", "correlation_type": "rollup", "disclosure_date": "2026-02-15", "disclosure_lag_days": 17, "engine_version": "1.2.0", "industry": "Farm & Heavy Construction Machinery", "max_pair_score": 72.1, "member_name": "John Boozman", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.59, "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 72.1, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.392891+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "CAT", "top_correlations": [{"composite_score": 72.1, "event_id": "s3726-119", "event_summary": "National Veterans Strategy Act of 2026", "event_type": "bill"}, {"composite_score": 63.14, "event_id": "s3771-119", "event_summary": "Department of Veterans Affairs Therapeutic Medical Physicist Pay Cap Relief Act of 2026", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "sres606-119", "event_summary": "A resolution condemning the Government of Iran for its suppression of the right of Iranians to peacefully assemble.", "event_type": "bill"}, {"composite_score": 54.56, "event_id": "s3713-119", "event_summary": "No Climate Treaties Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-29_B001236_CAT", "transaction_date": "2026-01-29", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.1284, "abnormal_return_60d": 0.0966, "abnormal_return_90d": 0.0455, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 66.36, "bill_count": 3, "bioguide_id": "J000309", "chamber": "House", "company_name": "", "composite_score": 73.57, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2026-01-13_J000309_WMT", "correlation_type": "rollup", "disclosure_date": "2026-02-23", "disclosure_lag_days": 41, "engine_version": "1.2.0", "industry": "Consumer Staples Merchandise Retail", "max_pair_score": 73.57, "member_name": "Jonathan Jackson", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 84.65, "ml_score_car": 71.16, "ml_score_distill": 84.65, "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_car": [{"contribution": 0.0607, "factor": "disclosure_lag_raw"}, {"contribution": -0.0244, "factor": "timing_raw"}, {"contribution": 0.0176, "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"}], "party": "D", "prev_composite_score": 73.57, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.606524+00:00", "sector": "Consumer Staples", "severity_tier": "medium", "ticker": "WMT", "top_correlations": [{"composite_score": 73.57, "event_id": "hr7206-119", "event_summary": "Farm and Family Relief Act", "event_type": "bill"}, {"composite_score": 62.76, "event_id": "hr7521-119", "event_summary": "United States-Cuba Trade Act of 2026", "event_type": "bill"}, {"composite_score": 62.76, "event_id": "hr7565-119", "event_summary": "To ensure sufficient food assistance for the civilian population of Gaza.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-13_J000309_WMT", "transaction_date": "2026-01-13", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.1289, "abnormal_return_60d": 0.0602, "abnormal_return_90d": -0.0476, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 42.69, "bill_count": 18, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 71.39, "contract_count": 0, "correlation_count": 18, "correlation_id": "rollup__quiver_2026-02-10_C001123_CVX", "correlation_type": "rollup", "disclosure_date": "2026-03-09", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Integrated Oil & Gas", "max_pair_score": 71.39, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.85, "ml_score_car": 65.26, "ml_score_distill": 90.85, "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"}], "ml_shap_top3_distill": [{"contribution": 6.9052, "factor": "timing_raw"}, {"contribution": 5.0115, "factor": "jurisdiction_raw"}, {"contribution": 1.3198, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 71.39, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.767418+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "CVX", "top_correlations": [{"composite_score": 71.39, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 71.39, "event_id": "hr7499-119", "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_type": "bill"}, {"composite_score": 71.39, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 59.99, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 52.56, "event_id": "hr7806-119", "event_summary": "Direct File Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-10_C001123_CVX", "transaction_date": "2026-02-10", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.1296, "abnormal_return_60d": 0.2052, "abnormal_return_90d": 0.2525, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 28.88, "bill_count": 3, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 52.18, "contract_count": 2, "correlation_count": 5, "correlation_id": "rollup__quiver_2026-02-04_M001190_FCFS", "correlation_type": "rollup", "disclosure_date": "2026-03-02", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Credit Services", "max_pair_score": 52.18, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 58.18, "ml_score_car": 65.2, "ml_score_distill": 58.18, "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_car": [{"contribution": 0.0082, "factor": "amount_raw"}, {"contribution": 0.0077, "factor": "disclosure_lag_raw"}, {"contribution": 0.0061, "factor": "multiple_signals_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"}], "party": "R", "prev_composite_score": 52.18, "score_divergence": false, "scored_at": "2026-05-31T15:52:01.249720+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "FCFS", "top_correlations": [{"composite_score": 52.18, "event_id": "SUB_2026-02-27_40487291", "event_summary": "to AMPHENOL CORP | $30,043", "event_type": "contract"}, {"composite_score": 50.36, "event_id": "SUB_2026-03-05_D26P000282", "event_summary": "to AVIATRIX INC | $77,245", "event_type": "contract"}, {"composite_score": 13.95, "event_id": "s3159-119", "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "s3178-119", "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_type": "bill"}, {"composite_score": 13.95, "event_id": "s3478-119", "event_summary": "Indian Buffalo Management Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-04_M001190_FCFS", "transaction_date": "2026-02-04", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.1338, "abnormal_return_60d": 0.758, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 24.41, "bill_count": 30, "bioguide_id": "E000296", "chamber": "House", "company_name": "Micron Technology, Inc.", "composite_score": 55.62, "contract_count": 5, "correlation_count": 35, "correlation_id": "rollup__quiver_2026-03-24_E000296_MU", "correlation_type": "rollup", "disclosure_date": "2026-04-20", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 55.62, "member_name": "Dwight Evans", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 67.36, "ml_score_distill": 60.63, "ml_shap_top3_car": [{"contribution": 0.0108, "factor": "jurisdiction_raw"}, {"contribution": 0.0083, "factor": "amount_raw"}, {"contribution": -0.0052, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": -13.3282, "factor": "trade_before_event_raw"}, {"contribution": 6.8937, "factor": "timing_raw"}, {"contribution": 5.0042, "factor": "jurisdiction_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.274721+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "MU", "top_correlations": [{"composite_score": 55.62, "event_id": "SUB_2026-03-23_Y260001944", "event_summary": "to TERADYNE, INC | $31,838", "event_type": "contract"}, {"composite_score": 55.62, "event_id": "SUB_2026-03-23_SVI-2319057-TCI-2544", "event_summary": "to TIDEWATER CONTRACTING, INC. | $195,421", "event_type": "contract"}, {"composite_score": 54.73, "event_id": "hr8050-119", "event_summary": "Preventing Future Vintage Plastic Pipeline Tragedies Act", "event_type": "bill"}, {"composite_score": 53.41, "event_id": "SUB_2026-04-13_2601262", "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,910", "event_type": "contract"}, {"composite_score": 53.41, "event_id": "SUB_2026-04-13_2601264", "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $44,676", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-24_E000296_MU", "transaction_date": "2026-03-24", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.1339, "abnormal_return_60d": 0.1112, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 46.86, "bill_count": 18, "bioguide_id": "M001217", "chamber": "House", "company_name": "Oracle Corporation", "composite_score": 62.1, "contract_count": 5, "correlation_count": 23, "correlation_id": "rollup__quiver_2026-03-23_M001217_ORCL", "correlation_type": "rollup", "disclosure_date": "2026-04-30", "disclosure_lag_days": 38, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 62.1, "member_name": "Jared Moskowitz", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 22.75, "ml_score_distill": 74.23, "ml_shap_top3_car": [{"contribution": -0.0421, "factor": "disclosure_lag_raw"}, {"contribution": -0.0222, "factor": "jurisdiction_raw"}, {"contribution": 0.0133, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": -14.2391, "factor": "jurisdiction_raw"}, {"contribution": 9.4866, "factor": "timing_raw"}, {"contribution": 7.2892, "factor": "disclosure_lag_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.276135+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "ORCL", "top_correlations": [{"composite_score": 62.1, "event_id": "SUB_2026-03-23_Y260001944", "event_summary": "to TERADYNE, INC | $31,838", "event_type": "contract"}, {"composite_score": 62.1, "event_id": "SUB_2026-03-23_SVI-2319057-TCI-2544", "event_summary": "to TIDEWATER CONTRACTING, INC. | $195,421", "event_type": "contract"}, {"composite_score": 57.98, "event_id": "hr8368-119", "event_summary": "To appropriate funds for the Federal Emergency Management Agency's Disaster Relief Fund, and for other purposes.", "event_type": "bill"}, {"composite_score": 57.73, "event_id": "hr8419-119", "event_summary": "To designate the facility of the United States Postal Service located at 3255 Northwest 94th Avenue in Coral Springs, Florida, as the \"Nancy Metayer Post Office Building\".", "event_type": "bill"}, {"composite_score": 57.04, "event_id": "hr7973-119", "event_summary": "Momnibus Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-23_M001217_ORCL", "transaction_date": "2026-03-23", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.134, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 29.55, "bill_count": 20, "bioguide_id": "C001123", "chamber": "House", "company_name": "Flex Ltd.", "composite_score": 56.83, "contract_count": 11, "correlation_count": 31, "correlation_id": "rollup__quiver_2026-05-07_C001123_FLEX", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 32, "engine_version": "1.2.0", "industry": "Electronic Components", "max_pair_score": 56.83, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 71.37, "ml_score_distill": 63.13, "ml_shap_top3_car": [{"contribution": 0.0388, "factor": "timing_raw"}, {"contribution": -0.0136, "factor": "jurisdiction_raw"}, {"contribution": 0.0127, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": -15.0792, "factor": "jurisdiction_raw"}, {"contribution": 9.1082, "factor": "timing_raw"}, {"contribution": 2.7173, "factor": "disclosure_lag_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.570981+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "FLEX", "top_correlations": [{"composite_score": 56.83, "event_id": "hr8707-119", "event_summary": "No Funds for Iran War Act", "event_type": "bill"}, {"composite_score": 55.99, "event_id": "SUB_2026-05-26_51109238", "event_summary": "to CDW GOVERNMENT LLC | $78,975", "event_type": "contract"}, {"composite_score": 49.37, "event_id": "SUB_2026-04-30_P-00042974", "event_summary": "to CDW GOVERNMENT LLC | $46,374", "event_type": "contract"}, {"composite_score": 48.28, "event_id": "SUB_2026-04-29_2601523", "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,137", "event_type": "contract"}, {"composite_score": 47.88, "event_id": "hr8802-119", "event_summary": "January 6th Law Enforcement Heroes Compensation Fund Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-07_C001123_FLEX", "transaction_date": "2026-05-07", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.1373, "abnormal_return_60d": 0.2651, "abnormal_return_90d": 0.5335, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 24.75, "bill_count": 6, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 52.96, "contract_count": 0, "correlation_count": 6, "correlation_id": "rollup__quiver_2026-02-04_M001190_COHR", "correlation_type": "rollup", "disclosure_date": "2026-03-02", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Scientific & Technical Instruments", "max_pair_score": 52.96, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 53.24, "ml_score_car": 52.72, "ml_score_distill": 53.24, "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"}], "ml_shap_top3_distill": [{"contribution": -14.9529, "factor": "jurisdiction_raw"}, {"contribution": 8.3088, "factor": "timing_raw"}, {"contribution": 1.6283, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 52.96, "score_divergence": false, "scored_at": "2026-05-31T15:52:01.175492+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "COHR", "top_correlations": [{"composite_score": 52.96, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 34.55, "event_id": "s3909-119", "event_summary": "Stop Illegal Alien Cops Act", "event_type": "bill"}, {"composite_score": 16.69, "event_id": "s3606-119", "event_summary": "Fraud Accountability Act", "event_type": "bill"}, {"composite_score": 16.42, "event_id": "s3584-119", "event_summary": "Stop Illegal Aliens Drunk Driving", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "s3179-119", "event_summary": "Halo Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-04_M001190_COHR", "transaction_date": "2026-02-04", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": 0.1394, "abnormal_return_60d": 0.1183, "abnormal_return_90d": -0.0824, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 28.16, "bill_count": 2, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 28.16, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2026-02-04_M001190_MCK", "correlation_type": "rollup", "disclosure_date": "2026-03-02", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Health Care Distributors", "max_pair_score": 28.16, "member_name": "Markwayne Mullin", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.87, "ml_score_car": 93.49, "ml_score_distill": 0.87, "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_car": [{"contribution": 0.0336, "factor": "timing_raw"}, {"contribution": 0.0163, "factor": "jurisdiction_raw"}, {"contribution": -0.0155, "factor": "multiple_signals_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"}], "party": "R", "prev_composite_score": 28.16, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.288579+00:00", "sector": "Health Care", "severity_tier": "low", "ticker": "MCK", "top_correlations": [{"composite_score": 28.16, "event_id": "s3159-119", "event_summary": "Preserving Patient Access to Long-Term Care Pharmacies Act", "event_type": "bill"}, {"composite_score": 28.16, "event_id": "s3478-119", "event_summary": "Indian Buffalo Management Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-04_M001190_MCK", "transaction_date": "2026-02-04", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.1407, "abnormal_return_60d": 0.1366, "abnormal_return_90d": -0.0297, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 40.71, "bill_count": 8, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 72.1, "contract_count": 0, "correlation_count": 8, "correlation_id": "rollup__quiver_2025-12-19_C001123_BA", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 72.1, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.59, "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 72.1, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.861376+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "BA", "top_correlations": [{"composite_score": 72.1, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 44.11, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 38.69, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}, {"composite_score": 38.69, "event_id": "hr6391-119", "event_summary": "Save Oak Flat from Foreign Mining Act", "event_type": "bill"}, {"composite_score": 36.15, "event_id": "hr6318-119", "event_summary": "No GOUGE Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-19_C001123_BA", "transaction_date": "2025-12-19", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.1421, "abnormal_return_60d": 0.0424, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.44, "bill_count": 22, "bioguide_id": "M001217", "chamber": "House", "company_name": "Cummins Inc.", "composite_score": 71.04, "contract_count": 21, "correlation_count": 43, "correlation_id": "rollup__quiver_2026-03-31_M001217_CMI", "correlation_type": "rollup", "disclosure_date": "2026-04-30", "disclosure_lag_days": 30, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 71.04, "member_name": "Jared Moskowitz", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 51.15, "ml_score_distill": 91.6, "ml_shap_top3_car": [{"contribution": -0.0315, "factor": "jurisdiction_raw"}, {"contribution": 0.0137, "factor": "amount_raw"}, {"contribution": 0.0073, "factor": "timing_raw"}], "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"}], "party": "D", "scored_at": "2026-06-15T01:02:26.258002+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "CMI", "top_correlations": [{"composite_score": 71.04, "event_id": "SUB_2026-04-06_MASI0-MAT0037958", "event_summary": "to FLIGHT SOURCE INC | $60,028", "event_type": "contract"}, {"composite_score": 56.47, "event_id": "SUB_2026-04-13_24-0422-031", "event_summary": "to ALLEN & GRAHAM, INC | $24,865", "event_type": "contract"}, {"composite_score": 55.75, "event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_summary": "to OSHKOSH DEFENSE LLC | $79,740", "event_type": "contract"}, {"composite_score": 54.46, "event_id": "hr8321-119", "event_summary": "Artemis Accords Authorization Act", "event_type": "bill"}, {"composite_score": 52.36, "event_id": "hr8368-119", "event_summary": "To appropriate funds for the Federal Emergency Management Agency's Disaster Relief Fund, and for other purposes.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-31_M001217_CMI", "transaction_date": "2026-03-31", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.1441, "abnormal_return_60d": 0.2809, "abnormal_return_90d": 0.455, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 49.13, "bill_count": 13, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 72.81, "contract_count": 0, "correlation_count": 13, "correlation_id": "rollup__quiver_2026-01-07_C001123_COP", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 37, "engine_version": "1.2.0", "industry": "Oil & Gas E&P", "max_pair_score": 72.81, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.48, "ml_score_car": 89.6, "ml_score_distill": 90.48, "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_car": [{"contribution": 0.0379, "factor": "timing_raw"}, {"contribution": 0.018, "factor": "jurisdiction_raw"}, {"contribution": -0.0067, "factor": "amount_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"}], "party": "D", "prev_composite_score": 72.81, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.198310+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "COP", "top_correlations": [{"composite_score": 72.81, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 71.57, "event_id": "hres993-119", "event_summary": "Recognizing and expressing support for the Iranian people protesting for a free and democratic Iran.", "event_type": "bill"}, {"composite_score": 64.89, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 57.98, "event_id": "hr7340-119", "event_summary": "Rebuild America\u2019s Schools Act of 2026", "event_type": "bill"}, {"composite_score": 45.48, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-07_C001123_COP", "transaction_date": "2026-01-07", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.1442, "abnormal_return_60d": 0.2289, "abnormal_return_90d": 0.1859, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 39.67, "bill_count": 9, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 53.88, "contract_count": 0, "correlation_count": 9, "correlation_id": "rollup__quiver_2025-12-26_C001123_MHVYF", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 17, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 53.88, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 59.88, "ml_score_car": 77.75, "ml_score_distill": 59.88, "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_car": [{"contribution": 0.0163, "factor": "timing_raw"}, {"contribution": 0.0119, "factor": "jurisdiction_raw"}, {"contribution": 0.0074, "factor": "disclosure_lag_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"}], "party": "D", "prev_composite_score": 53.88, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.279713+00:00", "sector": "Industrials", "severity_tier": "low", "ticker": "MHVYF", "top_correlations": [{"composite_score": 53.88, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 50.43, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 46.21, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 38.69, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 35.35, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-26_C001123_MHVYF", "transaction_date": "2025-12-26", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.1456, "abnormal_return_60d": 0.1811, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.2, "bill_count": 5, "bioguide_id": "F000479", "chamber": "Senate", "company_name": "Alphabet Inc.", "composite_score": 49.95, "contract_count": 0, "correlation_count": 5, "correlation_id": "rollup__quiver_2026-03-30_F000479_GOOG", "correlation_type": "rollup", "disclosure_date": "2026-04-03", "disclosure_lag_days": 4, "engine_version": "1.2.0", "industry": "Internet Content & Information", "max_pair_score": 49.95, "member_name": "John Fetterman", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 65.51, "ml_score_distill": 51.89, "ml_shap_top3_car": [{"contribution": 0.0087, "factor": "jurisdiction_raw"}, {"contribution": 0.0055, "factor": "amount_raw"}, {"contribution": 0.0042, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -12.9074, "factor": "trade_before_event_raw"}, {"contribution": 4.7502, "factor": "jurisdiction_raw"}, {"contribution": 3.3551, "factor": "timing_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.259040+00:00", "sector": "Communication Services", "severity_tier": "low", "ticker": "GOOG", "top_correlations": [{"composite_score": 49.95, "event_id": "sconres32-119", "event_summary": "A concurrent resolution supporting the goals and ideals of International Transgender Day of Visibility.", "event_type": "bill"}, {"composite_score": 49.95, "event_id": "s4250-119", "event_summary": "Sport Fish Restoration, Recreational Boating Safety, and Wildlife Restoration Act of 2026", "event_type": "bill"}, {"composite_score": 42.29, "event_id": "s4147-119", "event_summary": "Fair Prices for Local Businesses Act", "event_type": "bill"}, {"composite_score": 32.5, "event_id": "s3903-119", "event_summary": "Railway Safety Act of 2026", "event_type": "bill"}, {"composite_score": 31.32, "event_id": "s3597-119", "event_summary": "National Quantum Initiative Reauthorization Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-30_F000479_GOOG", "transaction_date": "2026-03-30", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.1469, "abnormal_return_60d": 0.2975, "abnormal_return_90d": 0.2078, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 39.06, "bill_count": 21, "bioguide_id": "C001068", "chamber": "House", "company_name": "", "composite_score": 56.8, "contract_count": 0, "correlation_count": 21, "correlation_id": "rollup__quiver_2025-12-29_C001068_FLR", "correlation_type": "rollup", "disclosure_date": "2026-01-26", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Engineering & Construction", "max_pair_score": 56.8, "member_name": "Steve Cohen", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 61.78, "ml_score_car": 82.62, "ml_score_distill": 61.78, "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_car": [{"contribution": 0.0154, "factor": "jurisdiction_raw"}, {"contribution": 0.0088, "factor": "amount_raw"}, {"contribution": 0.0081, "factor": "disclosure_lag_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"}], "party": "D", "prev_composite_score": 56.8, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.338618+00:00", "sector": "Industrials", "severity_tier": "low", "ticker": "FLR", "top_correlations": [{"composite_score": 56.8, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 54.93, "event_id": "hr7094-119", "event_summary": "No Aid for Russian Energy Act", "event_type": "bill"}, {"composite_score": 54.93, "event_id": "hr7095-119", "event_summary": "Ending Importation of Laundered Russian Oil Act", "event_type": "bill"}, {"composite_score": 51.82, "event_id": "hr7227-119", "event_summary": "Mental Health and MAMA Act of 2026", "event_type": "bill"}, {"composite_score": 50.36, "event_id": "hjres144-119", "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_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-29_C001068_FLR", "transaction_date": "2025-12-29", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.1479, "abnormal_return_60d": 0.0683, "abnormal_return_90d": 0.2449, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 30.91, "bill_count": 6, "bioguide_id": "T000490", "chamber": "House", "company_name": "", "composite_score": 52.96, "contract_count": 0, "correlation_count": 6, "correlation_id": "rollup__quiver_2026-01-08_T000490_LRCX", "correlation_type": "rollup", "disclosure_date": "2026-01-21", "disclosure_lag_days": 13, "engine_version": "1.2.0", "industry": "Semiconductor Equipment & Materials", "max_pair_score": 52.96, "member_name": "David J. Taylor", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 53.24, "ml_score_car": 52.72, "ml_score_distill": 53.24, "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"}], "ml_shap_top3_distill": [{"contribution": -14.9529, "factor": "jurisdiction_raw"}, {"contribution": 8.3088, "factor": "timing_raw"}, {"contribution": 1.6283, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 52.96, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.233072+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "LRCX", "top_correlations": [{"composite_score": 52.96, "event_id": "hres984-119", "event_summary": "Supporting the recognition of January 9, 2026, as \"National Law Enforcement Appreciation Day\".", "event_type": "bill"}, {"composite_score": 34.13, "event_id": "hr7300-119", "event_summary": "Make Elections Great Again Act", "event_type": "bill"}, {"composite_score": 32.75, "event_id": "hr3497-119", "event_summary": "Medal of Sacrifice Act", "event_type": "bill"}, {"composite_score": 32.19, "event_id": "hr7391-119", "event_summary": "Community Health Center Drug Pricing Protection Act", "event_type": "bill"}, {"composite_score": 18.78, "event_id": "hr6876-119", "event_summary": "Protecting Children from Foreign Mutilation Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-08_T000490_LRCX", "transaction_date": "2026-01-08", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.1491, "abnormal_return_60d": 0.1929, "abnormal_return_90d": 0.1496, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 44.48, "bill_count": 9, "bioguide_id": "M001236", "chamber": "House", "company_name": "", "composite_score": 65.44, "contract_count": 0, "correlation_count": 9, "correlation_id": "rollup__quiver_2026-01-09_M001236_T", "correlation_type": "rollup", "disclosure_date": "2026-01-24", "disclosure_lag_days": 15, "engine_version": "1.2.0", "industry": "Telecom Services", "max_pair_score": 65.44, "member_name": "Tim Moore", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 76.6, "ml_score_car": 81.82, "ml_score_distill": 76.6, "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_car": [{"contribution": 0.0279, "factor": "timing_raw"}, {"contribution": 0.0144, "factor": "jurisdiction_raw"}, {"contribution": -0.0036, "factor": "amount_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"}], "party": "R", "prev_composite_score": 65.44, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.487297+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "T", "top_correlations": [{"composite_score": 65.44, "event_id": "hres998-119", "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_type": "bill"}, {"composite_score": 59.11, "event_id": "hr7156-119", "event_summary": "SCAM Act", "event_type": "bill"}, {"composite_score": 52.97, "event_id": "hr7300-119", "event_summary": "Make Elections Great Again Act", "event_type": "bill"}, {"composite_score": 51.48, "event_id": "hr3497-119", "event_summary": "Medal of Sacrifice Act", "event_type": "bill"}, {"composite_score": 36.79, "event_id": "hr3616-119", "event_summary": "Reliable Power Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-09_M001236_T", "transaction_date": "2026-01-09", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.1499, "abnormal_return_60d": 0.197, "abnormal_return_90d": 0.0278, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 54.02, "bill_count": 15, "bioguide_id": "J000309", "chamber": "House", "company_name": "", "composite_score": 84.02, "contract_count": 0, "correlation_count": 15, "correlation_id": "rollup__quiver_2026-01-13_J000309_TMUS", "correlation_type": "rollup", "disclosure_date": "2026-02-23", "disclosure_lag_days": 41, "engine_version": "1.2.0", "industry": "Wireless Telecommunication Services", "max_pair_score": 84.02, "member_name": "Jonathan Jackson", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 100.0, "ml_score_car": 100.0, "ml_score_distill": 100.0, "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_car": [{"contribution": 0.0726, "factor": "disclosure_lag_raw"}, {"contribution": 0.0163, "factor": "jurisdiction_raw"}, {"contribution": -0.0109, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 8.3429, "factor": "disclosure_lag_raw"}, {"contribution": 7.4226, "factor": "timing_raw"}, {"contribution": 4.999, "factor": "jurisdiction_raw"}], "party": "D", "prev_composite_score": 84.02, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.589815+00:00", "sector": "Communication Services", "severity_tier": "high", "ticker": "TMUS", "top_correlations": [{"composite_score": 84.02, "event_id": "hres996-119", "event_summary": "Impeaching Kristi Lynn Arnold Noem, Secretary of Homeland Security, for high crimes and misdemeanors.", "event_type": "bill"}, {"composite_score": 82.38, "event_id": "hr7119-119", "event_summary": "DHS Use of Force Oversight Act", "event_type": "bill"}, {"composite_score": 64.81, "event_id": "hres1040-119", "event_summary": "Recognizing the significance of the Greensboro Four sit-in during Black History Month.", "event_type": "bill"}, {"composite_score": 62.76, "event_id": "hr7521-119", "event_summary": "United States-Cuba Trade Act of 2026", "event_type": "bill"}, {"composite_score": 62.76, "event_id": "hr7535-119", "event_summary": "Second Chance Mental Health Access Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-13_J000309_TMUS", "transaction_date": "2026-01-13", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.152, "abnormal_return_60d": 0.1165, "abnormal_return_90d": 0.1114, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 55.55, "bill_count": 6, "bioguide_id": "B001236", "chamber": "Senate", "company_name": "", "composite_score": 72.1, "contract_count": 1, "correlation_count": 7, "correlation_id": "rollup__quiver_2026-01-29_B001236_UNP", "correlation_type": "rollup", "disclosure_date": "2026-02-15", "disclosure_lag_days": 17, "engine_version": "1.2.0", "industry": "Railroads", "max_pair_score": 72.1, "member_name": "John Boozman", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.59, "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 72.1, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.428555+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "UNP", "top_correlations": [{"composite_score": 72.1, "event_id": "s3726-119", "event_summary": "National Veterans Strategy Act of 2026", "event_type": "bill"}, {"composite_score": 63.14, "event_id": "s3771-119", "event_summary": "Department of Veterans Affairs Therapeutic Medical Physicist Pay Cap Relief Act of 2026", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "sres606-119", "event_summary": "A resolution condemning the Government of Iran for its suppression of the right of Iranians to peacefully assemble.", "event_type": "bill"}, {"composite_score": 54.56, "event_id": "s3713-119", "event_summary": "No Climate Treaties Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-29_B001236_UNP", "transaction_date": "2026-01-29", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.153, "abnormal_return_60d": 0.088, "abnormal_return_90d": 0.9389, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 24.75, "bill_count": 6, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 52.96, "contract_count": 0, "correlation_count": 6, "correlation_id": "rollup__quiver_2026-02-04_M001190_CRDO", "correlation_type": "rollup", "disclosure_date": "2026-03-02", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 52.96, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 53.24, "ml_score_car": 52.72, "ml_score_distill": 53.24, "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"}], "ml_shap_top3_distill": [{"contribution": -14.9529, "factor": "jurisdiction_raw"}, {"contribution": 8.3088, "factor": "timing_raw"}, {"contribution": 1.6283, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 52.96, "score_divergence": false, "scored_at": "2026-05-31T15:52:01.191988+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "CRDO", "top_correlations": [{"composite_score": 52.96, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 34.55, "event_id": "s3909-119", "event_summary": "Stop Illegal Alien Cops Act", "event_type": "bill"}, {"composite_score": 16.69, "event_id": "s3606-119", "event_summary": "Fraud Accountability Act", "event_type": "bill"}, {"composite_score": 16.42, "event_id": "s3584-119", "event_summary": "Stop Illegal Aliens Drunk Driving", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "s3179-119", "event_summary": "Halo Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-04_M001190_CRDO", "transaction_date": "2026-02-04", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": 0.1537, "abnormal_return_60d": 0.0754, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.99, "bill_count": 22, "bioguide_id": "M001217", "chamber": "House", "company_name": "Caterpillar Inc.", "composite_score": 63.65, "contract_count": 21, "correlation_count": 43, "correlation_id": "rollup__quiver_2026-03-31_M001217_CAT", "correlation_type": "rollup", "disclosure_date": "2026-04-30", "disclosure_lag_days": 30, "engine_version": "1.2.0", "industry": "Construction Machinery & Heavy Transportation Equipment", "max_pair_score": 63.65, "member_name": "Jared Moskowitz", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 37.67, "ml_score_distill": 75.43, "ml_shap_top3_car": [{"contribution": -0.0375, "factor": "jurisdiction_raw"}, {"contribution": 0.0074, "factor": "disclosure_lag_raw"}, {"contribution": 0.006, "factor": "multiple_signals_raw"}], "ml_shap_top3_distill": [{"contribution": 12.4997, "factor": "jurisdiction_raw"}, {"contribution": -8.5528, "factor": "timing_raw"}, {"contribution": 1.9235, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.256349+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "CAT", "top_correlations": [{"composite_score": 63.65, "event_id": "SUB_2026-04-14_MASI0-MAT0038033", "event_summary": "to OSHKOSH DEFENSE LLC | $79,740", "event_type": "contract"}, {"composite_score": 63.14, "event_id": "SUB_2026-04-06_MASI0-MAT0037958", "event_summary": "to FLIGHT SOURCE INC | $60,028", "event_type": "contract"}, {"composite_score": 59.02, "event_id": "SUB_2026-04-23_MASI0-MAT0038098", "event_summary": "to OSHKOSH DEFENSE LLC | $147,594", "event_type": "contract"}, {"composite_score": 56.47, "event_id": "SUB_2026-04-13_24-0422-031", "event_summary": "to ALLEN & GRAHAM, INC | $24,865", "event_type": "contract"}, {"composite_score": 55.27, "event_id": "SUB_2026-03-25_SVI-2319010-CAT-F112", "event_summary": "to CATERPILLAR INC | $369,222", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-31_M001217_CAT", "transaction_date": "2026-03-31", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.156, "abnormal_return_60d": 0.2191, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 30.88, "bill_count": 17, "bioguide_id": "S000168", "chamber": "House", "company_name": "Corning Incorporated", "composite_score": 69.94, "contract_count": 5, "correlation_count": 22, "correlation_id": "rollup__quiver_2026-03-19_S000168_GLW", "correlation_type": "rollup", "disclosure_date": "2026-04-21", "disclosure_lag_days": 33, "engine_version": "1.2.0", "industry": "Electronic Components", "max_pair_score": 69.94, "member_name": "Maria Elvira Salazar", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 46.38, "ml_score_distill": 89.16, "ml_shap_top3_car": [{"contribution": -0.0265, "factor": "disclosure_lag_raw"}, {"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": 4.8091, "factor": "jurisdiction_raw"}, {"contribution": 3.1587, "factor": "timing_raw"}, {"contribution": 2.1365, "factor": "disclosure_lag_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.541068+00:00", "sector": "Technology", "severity_tier": "medium", "ticker": "GLW", "top_correlations": [{"composite_score": 69.94, "event_id": "SUB_2026-03-23_Y260001944", "event_summary": "to TERADYNE, INC | $31,838", "event_type": "contract"}, {"composite_score": 69.94, "event_id": "SUB_2026-03-23_SVI-2319057-TCI-2544", "event_summary": "to TIDEWATER CONTRACTING, INC. | $195,421", "event_type": "contract"}, {"composite_score": 54.64, "event_id": "SUB_2026-04-13_2601262", "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,910", "event_type": "contract"}, {"composite_score": 54.64, "event_id": "SUB_2026-04-13_2601264", "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $44,676", "event_type": "contract"}, {"composite_score": 39.12, "event_id": "hr8205-119", "event_summary": "Accelerating Access to Critical Therapies for ALS Reauthorization Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-19_S000168_GLW", "transaction_date": "2026-03-19", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.1605, "abnormal_return_60d": 0.0623, "abnormal_return_90d": 0.1144, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 46.53, "bill_count": 13, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 74.2, "contract_count": 0, "correlation_count": 13, "correlation_id": "rollup__quiver_2026-01-12_C001123_SBGSF", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 32, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 74.2, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 100.0, "ml_score_car": 64.22, "ml_score_distill": 100.0, "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_car": [{"contribution": 0.0281, "factor": "timing_raw"}, {"contribution": -0.0152, "factor": "disclosure_lag_raw"}, {"contribution": 0.01, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 7.8478, "factor": "timing_raw"}, {"contribution": 5.0836, "factor": "jurisdiction_raw"}, {"contribution": 2.8232, "factor": "disclosure_lag_raw"}], "party": "D", "prev_composite_score": 74.2, "score_divergence": true, "scored_at": "2026-05-31T15:51:59.529758+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "SBGSF", "top_correlations": [{"composite_score": 74.2, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 72.44, "event_id": "hres993-119", "event_summary": "Recognizing and expressing support for the Iranian people protesting for a free and democratic Iran.", "event_type": "bill"}, {"composite_score": 63.0, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 53.23, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}, {"composite_score": 51.17, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-12_C001123_SBGSF", "transaction_date": "2026-01-12", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.1627, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 38.39, "bill_count": 15, "bioguide_id": "C001123", "chamber": "House", "company_name": "Primoris Services Corporation", "composite_score": 64.2, "contract_count": 23, "correlation_count": 38, "correlation_id": "rollup__quiver_2026-05-08_C001123_PRIM", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 31, "engine_version": "1.2.0", "industry": "Engineering & Construction", "max_pair_score": 64.2, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 11.96, "ml_score_distill": 84.04, "ml_shap_top3_car": [{"contribution": -0.0449, "factor": "disclosure_lag_raw"}, {"contribution": -0.0234, "factor": "timing_raw"}, {"contribution": 0.0077, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 4.6019, "factor": "jurisdiction_raw"}, {"contribution": 2.6536, "factor": "disclosure_lag_raw"}, {"contribution": 1.2364, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.194227+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "PRIM", "top_correlations": [{"composite_score": 64.2, "event_id": "hres1291-119", "event_summary": "Expressing support for the recognition of May 3 through May 9, 2026, as Wildfire Preparedness Week, the national event educating the public on fire safety and preparedness, and supporting the goals of", "event_type": "bill"}, {"composite_score": 59.99, "event_id": "SUB_2026-05-18_27HAL00700", "event_summary": "to ETS-LINDGREN INC | $66,020", "event_type": "contract"}, {"composite_score": 57.52, "event_id": "SUB_2026-05-21_D26P000865", "event_summary": "to THE BOEING COMPANY | $152,929", "event_type": "contract"}, {"composite_score": 55.62, "event_id": "hr8707-119", "event_summary": "No Funds for Iran War Act", "event_type": "bill"}, {"composite_score": 51.01, "event_id": "hres1253-119", "event_summary": "Expressing the sense of the House of Representatives that public servants should be commended for their dedication and continued service to the United States, including their commitment to defending t", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-08_C001123_PRIM", "transaction_date": "2026-05-08", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.1654, "abnormal_return_60d": 0.0437, "abnormal_return_90d": -0.0729, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 43.1, "bill_count": 34, "bioguide_id": "S001201", "chamber": "House", "company_name": "", "composite_score": 69.74, "contract_count": 1, "correlation_count": 35, "correlation_id": "rollup__quiver_2026-02-18_S001201_PLTR", "correlation_type": "rollup", "disclosure_date": "2026-03-17", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 69.74, "member_name": "Thomas Suozzi", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.23, "ml_score_car": 57.33, "ml_score_distill": 90.23, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7151, "factor": "timing_raw"}, {"contribution": 4.9859, "factor": "jurisdiction_raw"}, {"contribution": 1.3475, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 69.74, "score_divergence": true, "scored_at": "2026-05-31T15:52:02.452317+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "PLTR", "top_correlations": [{"composite_score": 69.74, "event_id": "hr7602-119", "event_summary": "State of Men\u2019s Health Act", "event_type": "bill"}, {"composite_score": 63.03, "event_id": "hr7718-119", "event_summary": "Officer John Barnes and Chief Michael Ansbro Public Safety Officers\u2019 Benefits Program Expansion Act of 2026", "event_type": "bill"}, {"composite_score": 61.95, "event_id": "hr7735-119", "event_summary": "Improving Mental Health Support for Servicemembers and Veterans Act", "event_type": "bill"}, {"composite_score": 58.29, "event_id": "hr7747-119", "event_summary": "State Veterans Homes Inspection Simplification Act", "event_type": "bill"}, {"composite_score": 58.29, "event_id": "hr7748-119", "event_summary": "Railway Safety Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-18_S001201_PLTR", "transaction_date": "2026-02-18", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.1719, "abnormal_return_60d": 0.0703, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 39.32, "bill_count": 28, "bioguide_id": "F000468", "chamber": "House", "company_name": "Alphabet Inc.", "composite_score": 63.14, "contract_count": 0, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-04-08_F000468_GOOGL", "correlation_type": "rollup", "disclosure_date": "2026-05-01", "disclosure_lag_days": 23, "engine_version": "1.2.0", "industry": "Interactive Media & Services", "max_pair_score": 63.14, "member_name": "Elizabeth Fletcher", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 56.91, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": -0.0138, "factor": "timing_raw"}, {"contribution": 0.0077, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "disclosure_lag_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.954793+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "GOOGL", "top_correlations": [{"composite_score": 63.14, "event_id": "hr8275-119", "event_summary": "Commission on Presidential Capacity to Discharge the Powers and Duties of the Office Act", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "hres1181-119", "event_summary": "Expressing support for the recognition of April as \"National Arab American Heritage Month\" (NAAHM) and celebrating the heritage and culture of Arab Americans in the United States.", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "hr7022-119", "event_summary": "Mystic Alerts Act", "event_type": "bill"}, {"composite_score": 55.75, "event_id": "hr8440-119", "event_summary": "ZELDIN Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-08_F000468_GOOGL", "transaction_date": "2026-04-08", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.1751, "abnormal_return_60d": 0.009, "abnormal_return_90d": -0.285, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 34.31, "bill_count": 6, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 54.73, "contract_count": 3, "correlation_count": 9, "correlation_id": "rollup__quiver_2026-02-25_M001190_INTU", "correlation_type": "rollup", "disclosure_date": "2026-03-10", "disclosure_lag_days": 13, "engine_version": "1.2.0", "industry": "Software - Application", "max_pair_score": 54.73, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 54.11, "ml_score_car": 67.7, "ml_score_distill": 54.11, "ml_shap_top3": [{"contribution": -15.1916, "factor": "jurisdiction_raw"}, {"contribution": 8.7388, "factor": "timing_raw"}, {"contribution": 1.6283, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0161, "factor": "timing_raw"}, {"contribution": 0.0138, "factor": "amount_raw"}, {"contribution": -0.0131, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": -15.1916, "factor": "jurisdiction_raw"}, {"contribution": 8.7388, "factor": "timing_raw"}, {"contribution": 1.6283, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 54.73, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.655714+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "INTU", "top_correlations": [{"composite_score": 54.73, "event_id": "s3909-119", "event_summary": "Stop Illegal Alien Cops Act", "event_type": "bill"}, {"composite_score": 52.96, "event_id": "s3946-119", "event_summary": "Tribal Firearm Access Act", "event_type": "bill"}, {"composite_score": 51.17, "event_id": "SUB_2026-03-23_SVI-2319057-TCI-2544", "event_summary": "to TIDEWATER CONTRACTING, INC. | $195,421", "event_type": "contract"}, {"composite_score": 51.17, "event_id": "SUB_2026-03-23_Y260001944", "event_summary": "to TERADYNE, INC | $31,838", "event_type": "contract"}, {"composite_score": 37.71, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-25_M001190_INTU", "transaction_date": "2026-02-25", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": 0.1755, "abnormal_return_60d": 0.2011, "abnormal_return_90d": -0.0476, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 46.48, "bill_count": 3, "bioguide_id": "L000595", "chamber": "House", "company_name": "", "composite_score": 59.93, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2026-02-02_L000595_DRS", "correlation_type": "rollup", "disclosure_date": "2026-03-12", "disclosure_lag_days": 38, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 59.93, "member_name": "Julia Letlow", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 69.46, "ml_score_car": 30.34, "ml_score_distill": 69.46, "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_car": [{"contribution": -0.0345, "factor": "disclosure_lag_raw"}, {"contribution": 0.0076, "factor": "jurisdiction_raw"}, {"contribution": -0.0045, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -11.1854, "factor": "timing_raw"}, {"contribution": 5.7717, "factor": "disclosure_lag_raw"}, {"contribution": 5.4851, "factor": "jurisdiction_raw"}], "party": "R", "prev_composite_score": 59.93, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.730895+00:00", "sector": "Aerospace & Defense", "severity_tier": "low", "ticker": "DRS", "top_correlations": [{"composite_score": 59.93, "event_id": "hres1076-119", "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States.", "event_type": "bill"}, {"composite_score": 39.75, "event_id": "hr5942-119", "event_summary": "National Cemetery Access Act", "event_type": "bill"}, {"composite_score": 39.75, "event_id": "hres866-119", "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", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-02_L000595_DRS", "transaction_date": "2026-02-02", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.1773, "abnormal_return_60d": 0.0536, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 25.26, "bill_count": 3, "bioguide_id": "M001236", "chamber": "House", "company_name": "LGI Homes, Inc.", "composite_score": 47.02, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2026-03-20_M001236_LGIH", "correlation_type": "rollup", "disclosure_date": "2026-03-24", "disclosure_lag_days": 4, "engine_version": "1.2.0", "industry": "Residential Construction", "max_pair_score": 47.02, "member_name": "Tim Moore", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 49.33, "ml_score_distill": 44.57, "ml_shap_top3_car": [{"contribution": -0.0226, "factor": "jurisdiction_raw"}, {"contribution": 0.0146, "factor": "timing_raw"}, {"contribution": 0.0048, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": -14.0042, "factor": "jurisdiction_raw"}, {"contribution": 3.3964, "factor": "timing_raw"}, {"contribution": 1.5847, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.529827+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "LGIH", "top_correlations": [{"composite_score": 47.02, "event_id": "hr3410-119", "event_summary": "Supersonic Aviation Modernization Act", "event_type": "bill"}, {"composite_score": 14.81, "event_id": "hr7548-119", "event_summary": "SCAM Act", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "hr6955-119", "event_summary": "Main Street Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-20_M001236_LGIH", "transaction_date": "2026-03-20", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.1785, "abnormal_return_60d": 0.2132, "abnormal_return_90d": 0.2745, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 59.44, "bill_count": 2, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 71.39, "contract_count": 2, "correlation_count": 4, "correlation_id": "rollup__quiver_2026-02-04_M001190_CRS", "correlation_type": "rollup", "disclosure_date": "2026-03-02", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Metal Fabrication", "max_pair_score": 71.39, "member_name": "Markwayne Mullin", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.85, "ml_score_car": 65.26, "ml_score_distill": 90.85, "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"}], "ml_shap_top3_distill": [{"contribution": 6.9052, "factor": "timing_raw"}, {"contribution": 5.0115, "factor": "jurisdiction_raw"}, {"contribution": 1.3198, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 71.39, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.207993+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "CRS", "top_correlations": [{"composite_score": 71.39, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 63.03, "event_id": "sres606-119", "event_summary": "A resolution condemning the Government of Iran for its suppression of the right of Iranians to peacefully assemble.", "event_type": "bill"}, {"composite_score": 52.18, "event_id": "SUB_2026-02-27_0000001582-0", "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558", "event_type": "contract"}, {"composite_score": 51.17, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-04_M001190_CRS", "transaction_date": "2026-02-04", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.1788, "abnormal_return_60d": 0.0496, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 24.89, "bill_count": 26, "bioguide_id": "C001123", "chamber": "House", "company_name": "Fabrinet", "composite_score": 54.93, "contract_count": 6, "correlation_count": 32, "correlation_id": "rollup__quiver_2026-03-27_C001123_FN", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 11, "engine_version": "1.2.0", "industry": "Electronic Components", "max_pair_score": 54.93, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 87.02, "ml_score_distill": 60.75, "ml_shap_top3_car": [{"contribution": 0.0175, "factor": "timing_raw"}, {"contribution": 0.016, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": -8.9166, "factor": "timing_raw"}, {"contribution": 5.4433, "factor": "jurisdiction_raw"}, {"contribution": 1.9116, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.260657+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "FN", "top_correlations": [{"composite_score": 54.93, "event_id": "SUB_2026-04-13_2601262", "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,910", "event_type": "contract"}, {"composite_score": 54.93, "event_id": "SUB_2026-04-13_2601264", "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $44,676", "event_type": "contract"}, {"composite_score": 51.01, "event_id": "SUB_2026-03-23_Y260001944", "event_summary": "to TERADYNE, INC | $31,838", "event_type": "contract"}, {"composite_score": 51.01, "event_id": "SUB_2026-03-23_SVI-2319057-TCI-2544", "event_summary": "to TIDEWATER CONTRACTING, INC. | $195,421", "event_type": "contract"}, {"composite_score": 50.61, "event_id": "SUB_2026-04-24_5500364295", "event_summary": "to LEGGETT & PLATT AEROSPACE MIDDLETOWN, LLC | $443,259", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-27_C001123_FN", "transaction_date": "2026-03-27", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.1792, "abnormal_return_60d": 0.2911, "abnormal_return_90d": 0.158, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 23.15, "bill_count": 5, "bioguide_id": "M001236", "chamber": "House", "company_name": "", "composite_score": 44.61, "contract_count": 0, "correlation_count": 5, "correlation_id": "rollup__quiver_2025-12-31_M001236_CBRL", "correlation_type": "rollup", "disclosure_date": "2026-01-07", "disclosure_lag_days": 7, "engine_version": "1.2.0", "industry": "Restaurants", "max_pair_score": 44.61, "member_name": "Tim Moore", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 35.53, "ml_score_car": 39.88, "ml_score_distill": 35.53, "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"}], "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"}], "party": "R", "prev_composite_score": 44.61, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.001431+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "CBRL", "top_correlations": [{"composite_score": 44.61, "event_id": "hr6955-119", "event_summary": "Main Street Capital Access Act", "event_type": "bill"}, {"composite_score": 18.78, "event_id": "hr6550-119", "event_summary": "American FIRST Act of 2025", "event_type": "bill"}, {"composite_score": 18.78, "event_id": "hr6552-119", "event_summary": "Bank-Fintech Partnership Enhancement Act", "event_type": "bill"}, {"composite_score": 18.78, "event_id": "hr6553-119", "event_summary": "TIER Act of 2025", "event_type": "bill"}, {"composite_score": 14.81, "event_id": "hr6293-119", "event_summary": "Housing Supply Expansion Act of 2025", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-31_M001236_CBRL", "transaction_date": "2025-12-31", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.1817, "abnormal_return_60d": 0.2604, "abnormal_return_90d": 0.2546, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 39.06, "bill_count": 21, "bioguide_id": "C001068", "chamber": "House", "company_name": "", "composite_score": 56.8, "contract_count": 0, "correlation_count": 21, "correlation_id": "rollup__quiver_2025-12-29_C001068_NOC", "correlation_type": "rollup", "disclosure_date": "2026-01-26", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 56.8, "member_name": "Steve Cohen", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 61.78, "ml_score_car": 82.62, "ml_score_distill": 61.78, "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_car": [{"contribution": 0.0154, "factor": "jurisdiction_raw"}, {"contribution": 0.0088, "factor": "amount_raw"}, {"contribution": 0.0081, "factor": "disclosure_lag_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"}], "party": "D", "prev_composite_score": 56.8, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.356644+00:00", "sector": "Industrials", "severity_tier": "low", "ticker": "NOC", "top_correlations": [{"composite_score": 56.8, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 54.93, "event_id": "hr7094-119", "event_summary": "No Aid for Russian Energy Act", "event_type": "bill"}, {"composite_score": 54.93, "event_id": "hr7095-119", "event_summary": "Ending Importation of Laundered Russian Oil Act", "event_type": "bill"}, {"composite_score": 51.82, "event_id": "hr7227-119", "event_summary": "Mental Health and MAMA Act of 2026", "event_type": "bill"}, {"composite_score": 50.36, "event_id": "hjres144-119", "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_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-29_C001068_NOC", "transaction_date": "2025-12-29", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.183, "abnormal_return_60d": 0.1498, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 38.4, "bill_count": 7, "bioguide_id": "F000479", "chamber": "Senate", "company_name": "Amazon.com, Inc.", "composite_score": 49.95, "contract_count": 0, "correlation_count": 7, "correlation_id": "rollup__quiver_2026-03-30_F000479_AMZN", "correlation_type": "rollup", "disclosure_date": "2026-04-03", "disclosure_lag_days": 4, "engine_version": "1.2.0", "industry": "Broadline Retail", "max_pair_score": 49.95, "member_name": "John Fetterman", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 65.51, "ml_score_distill": 51.89, "ml_shap_top3_car": [{"contribution": 0.0087, "factor": "jurisdiction_raw"}, {"contribution": 0.0055, "factor": "amount_raw"}, {"contribution": 0.0042, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -12.9074, "factor": "trade_before_event_raw"}, {"contribution": 4.7502, "factor": "jurisdiction_raw"}, {"contribution": 3.3551, "factor": "timing_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.259690+00:00", "sector": "Consumer Discretionary", "severity_tier": "low", "ticker": "AMZN", "top_correlations": [{"composite_score": 49.95, "event_id": "s4250-119", "event_summary": "Sport Fish Restoration, Recreational Boating Safety, and Wildlife Restoration Act of 2026", "event_type": "bill"}, {"composite_score": 47.37, "event_id": "s4169-119", "event_summary": "Student Loan Interest Elimination Act", "event_type": "bill"}, {"composite_score": 42.29, "event_id": "s4147-119", "event_summary": "Fair Prices for Local Businesses Act", "event_type": "bill"}, {"composite_score": 34.06, "event_id": "s3965-119", "event_summary": "EDA Short Form Application Act", "event_type": "bill"}, {"composite_score": 32.5, "event_id": "s3903-119", "event_summary": "Railway Safety Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-30_F000479_AMZN", "transaction_date": "2026-03-30", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.1836, "abnormal_return_60d": 0.2283, "abnormal_return_90d": 0.2169, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 20.32, "bill_count": 3, "bioguide_id": "P000595", "chamber": "Senate", "company_name": "", "composite_score": 33.06, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2025-12-12_P000595_INTC", "correlation_type": "rollup", "disclosure_date": "2026-01-07", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 33.06, "member_name": "Gary Peters", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 2.4, "ml_score_car": 78.22, "ml_score_distill": 2.4, "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_car": [{"contribution": 0.0156, "factor": "timing_raw"}, {"contribution": 0.009, "factor": "disclosure_lag_raw"}, {"contribution": 0.0071, "factor": "multiple_signals_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"}], "party": "D", "prev_composite_score": 33.06, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.168429+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "INTC", "top_correlations": [{"composite_score": 33.06, "event_id": "s3582-119", "event_summary": "No Rewards for January 6 Rioters Act", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "s2947-119", "event_summary": "Pray Safe Act of 2025", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "s2975-119", "event_summary": "PIPELINE Safety Act of 2025", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-12_P000595_INTC", "transaction_date": "2025-12-12", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": 0.187, "abnormal_return_60d": 0.1798, "abnormal_return_90d": 0.2296, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 47.87, "bill_count": 11, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 72.42, "contract_count": 0, "correlation_count": 11, "correlation_id": "rollup__quiver_2026-01-09_C001123_FDX", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Integrated Freight & Logistics", "max_pair_score": 72.42, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 93.04, "ml_score_car": 79.16, "ml_score_distill": 93.04, "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_car": [{"contribution": 0.0144, "factor": "timing_raw"}, {"contribution": 0.0136, "factor": "jurisdiction_raw"}, {"contribution": 0.0067, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": 4.6208, "factor": "disclosure_lag_raw"}, {"contribution": 4.5101, "factor": "jurisdiction_raw"}, {"contribution": 3.3636, "factor": "timing_raw"}], "party": "D", "prev_composite_score": 72.42, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.273402+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "FDX", "top_correlations": [{"composite_score": 72.42, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 70.99, "event_id": "hres993-119", "event_summary": "Recognizing and expressing support for the Iranian people protesting for a free and democratic Iran.", "event_type": "bill"}, {"composite_score": 63.32, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 55.38, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}, {"composite_score": 41.41, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-09_C001123_FDX", "transaction_date": "2026-01-09", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.188, "abnormal_return_60d": 0.1173, "abnormal_return_90d": 0.2088, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 45.88, "bill_count": 14, "bioguide_id": "H000273", "chamber": "Senate", "company_name": "", "composite_score": 75.26, "contract_count": 0, "correlation_count": 14, "correlation_id": "rollup__quiver_2026-01-14_H000273_ETN", "correlation_type": "rollup", "disclosure_date": "2026-02-06", "disclosure_lag_days": 23, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 75.26, "member_name": "John Hickenlooper", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 93.64, "ml_score_car": 75.27, "ml_score_distill": 93.64, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7702, "factor": "timing_raw"}, {"contribution": 5.2066, "factor": "jurisdiction_raw"}, {"contribution": 1.4261, "factor": "amount_raw"}], "party": "D", "prev_composite_score": 75.26, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.701462+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "ETN", "top_correlations": [{"composite_score": 75.26, "event_id": "s3631-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 59.62, "event_id": "sjres103-119", "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_type": "bill"}, {"composite_score": 54.66, "event_id": "s3800-119", "event_summary": "ePermit Act", "event_type": "bill"}, {"composite_score": 54.66, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 52.46, "event_id": "s3869-119", "event_summary": "Healthy Families Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-14_H000273_ETN", "transaction_date": "2026-01-14", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.188, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 29.24, "bill_count": 33, "bioguide_id": "S001203", "chamber": "Senate", "company_name": "DexCom, Inc.", "composite_score": 61.01, "contract_count": 3, "correlation_count": 36, "correlation_id": "rollup__quiver_2026-05-07_S001203_DXCM", "correlation_type": "rollup", "disclosure_date": "2026-05-10", "disclosure_lag_days": 3, "engine_version": "1.2.0", "industry": "Medical Devices", "max_pair_score": 61.01, "member_name": "Tina Smith", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 83.83, "ml_score_distill": 67.85, "ml_shap_top3_car": [{"contribution": 0.0226, "factor": "timing_raw"}, {"contribution": 0.019, "factor": "jurisdiction_raw"}, {"contribution": 0.0092, "factor": "multiple_signals_raw"}], "ml_shap_top3_distill": [{"contribution": -8.1509, "factor": "timing_raw"}, {"contribution": 5.5658, "factor": "jurisdiction_raw"}, {"contribution": 2.5212, "factor": "amount_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.197447+00:00", "sector": "Healthcare", "severity_tier": "medium", "ticker": "DXCM", "top_correlations": [{"composite_score": 61.01, "event_id": "SUB_2026-05-21_24-0829-024", "event_summary": "to CERTIFIED AIR BALANCE CO INC | $109,280", "event_type": "contract"}, {"composite_score": 57.18, "event_id": "SUB_2026-05-28_ISPACE-SWES-BTS-APEIS-MOD 2", "event_summary": "to ISPACE, INC. | $44,824", "event_type": "contract"}, {"composite_score": 51.23, "event_id": "s4503-119", "event_summary": "Advancing Menopause Care and Mid-Life Women\u2019s Health Act", "event_type": "bill"}, {"composite_score": 48.82, "event_id": "sres732-119", "event_summary": "A resolution expressing the sense of the Senate that over 25 years of real-world evidence and hundreds of peer-reviewed studies proving that mifepristone is safe and effective should be respected, and", "event_type": "bill"}, {"composite_score": 48.82, "event_id": "s4540-119", "event_summary": "Reproductive Health Care Accessibility Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-07_S001203_DXCM", "transaction_date": "2026-05-07", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": 0.1898, "abnormal_return_60d": 0.3102, "abnormal_return_90d": 0.4071, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 52.12, "bill_count": 57, "bioguide_id": "G000583", "chamber": "House", "company_name": "", "composite_score": 82.63, "contract_count": 0, "correlation_count": 57, "correlation_id": "rollup__quiver_2026-02-04_G000583_NET", "correlation_type": "rollup", "disclosure_date": "2026-03-16", "disclosure_lag_days": 40, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 82.63, "member_name": "Josh Gottheimer", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 100.0, "ml_score_car": 100.0, "ml_score_distill": 100.0, "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_car": [{"contribution": 0.061, "factor": "disclosure_lag_raw"}, {"contribution": 0.0157, "factor": "jurisdiction_raw"}, {"contribution": 0.0063, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 8.4219, "factor": "disclosure_lag_raw"}, {"contribution": 7.5329, "factor": "timing_raw"}, {"contribution": 4.8207, "factor": "jurisdiction_raw"}], "party": "D", "prev_composite_score": 82.63, "score_divergence": false, "scored_at": "2026-05-31T15:52:01.023022+00:00", "sector": "Information Technology", "severity_tier": "high", "ticker": "NET", "top_correlations": [{"composite_score": 82.63, "event_id": "hr7352-119", "event_summary": "PASTEUR Act of 2026", "event_type": "bill"}, {"composite_score": 82.63, "event_id": "hr7365-119", "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_type": "bill"}, {"composite_score": 82.63, "event_id": "hr7367-119", "event_summary": "TANF Hygiene Access Act", "event_type": "bill"}, {"composite_score": 82.63, "event_id": "hr7380-119", "event_summary": "IRAN Act", "event_type": "bill"}, {"composite_score": 80.86, "event_id": "hr7411-119", "event_summary": "To expand the telescreening mammography pilot program of the Department of Veterans Affairs, and for other purposes.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-04_G000583_NET", "transaction_date": "2026-02-04", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.1926, "abnormal_return_60d": 0.0936, "abnormal_return_90d": 0.2173, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 23.3, "bill_count": 4, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 49.79, "contract_count": 0, "correlation_count": 4, "correlation_id": "rollup__quiver_2026-01-05_M001190_MPWR", "correlation_type": "rollup", "disclosure_date": "2026-02-04", "disclosure_lag_days": 30, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 49.79, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 47.78, "ml_score_car": 44.79, "ml_score_distill": 47.78, "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_car": [{"contribution": -0.0115, "factor": "jurisdiction_raw"}, {"contribution": -0.0082, "factor": "timing_raw"}, {"contribution": 0.0037, "factor": "disclosure_lag_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"}], "party": "R", "prev_composite_score": 49.79, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.139605+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "MPWR", "top_correlations": [{"composite_score": 49.79, "event_id": "s3606-119", "event_summary": "Fraud Accountability Act", "event_type": "bill"}, {"composite_score": 15.5, "event_id": "s3366-119", "event_summary": "Back the Blue Act of 2025", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "s3041-119", "event_summary": "Tribal Warrant Fairness Act", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "s3179-119", "event_summary": "Halo Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-05_M001190_MPWR", "transaction_date": "2026-01-05", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.1941, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 25.04, "bill_count": 14, "bioguide_id": "S001211", "chamber": "House", "company_name": "Trulieve Cannabis Corporation", "composite_score": 56.14, "contract_count": 3, "correlation_count": 17, "correlation_id": "rollup__quiver_2026-05-06_S001211_TCNNF", "correlation_type": "rollup", "disclosure_date": "2026-05-07", "disclosure_lag_days": 1, "engine_version": "1.2.0", "industry": "Drug Manufacturers - Specialty & Generic", "max_pair_score": 56.14, "member_name": "Greg Stanton", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 88.43, "ml_score_distill": 61.01, "ml_shap_top3_car": [{"contribution": 0.0155, "factor": "jurisdiction_raw"}, {"contribution": 0.0153, "factor": "timing_raw"}, {"contribution": 0.0088, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": -8.7645, "factor": "timing_raw"}, {"contribution": 5.4433, "factor": "jurisdiction_raw"}, {"contribution": 1.9116, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.572176+00:00", "sector": "Healthcare", "severity_tier": "low", "ticker": "TCNNF", "top_correlations": [{"composite_score": 56.14, "event_id": "SUB_2026-05-21_24-0829-024", "event_summary": "to CERTIFIED AIR BALANCE CO INC | $109,280", "event_type": "contract"}, {"composite_score": 52.56, "event_id": "SUB_2026-05-28_ISPACE-SWES-BTS-APEIS-MOD 2", "event_summary": "to ISPACE, INC. | $44,824", "event_type": "contract"}, {"composite_score": 43.52, "event_id": "hres1285-119", "event_summary": "Expressing the sense of the House of Representatives that over 25 years of real-world evidence and hundreds of peer-reviewed studies proving that mifepristone is safe and effective should be respected", "event_type": "bill"}, {"composite_score": 43.52, "event_id": "hr8831-119", "event_summary": "Protecting Our Democracy Act", "event_type": "bill"}, {"composite_score": 37.71, "event_id": "hres1318-119", "event_summary": "Expressing support for the designation of the month of May 2026 as \"Progressive Supranuclear Palsy and Corticobasal Degeneration Awareness Month\".", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-06_S001211_TCNNF", "transaction_date": "2026-05-06", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.195, "abnormal_return_60d": 0.2143, "abnormal_return_90d": 0.4922, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.02, "bill_count": 17, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 64.39, "contract_count": 1, "correlation_count": 18, "correlation_id": "rollup__quiver_2026-01-30_C001123_PWR", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 14, "engine_version": "1.2.0", "industry": "Engineering & Construction", "max_pair_score": 64.39, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 74.96, "ml_score_car": 100.0, "ml_score_distill": 74.96, "ml_shap_top3": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0459, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 64.39, "score_divergence": false, "scored_at": "2026-05-31T15:52:00.466166+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "PWR", "top_correlations": [{"composite_score": 64.39, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}, {"composite_score": 57.23, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 57.23, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 56.47, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}, {"composite_score": 51.92, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-30_C001123_PWR", "transaction_date": "2026-01-30", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.1962, "abnormal_return_60d": 0.1546, "abnormal_return_90d": 0.1173, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.66, "bill_count": 15, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 72.1, "contract_count": 0, "correlation_count": 15, "correlation_id": "rollup__quiver_2026-01-20_C001123_CP", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Railroads", "max_pair_score": 72.1, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.59, "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 72.1, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.003468+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "CP", "top_correlations": [{"composite_score": 72.1, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 55.08, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}, {"composite_score": 51.5, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 51.5, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 51.12, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-20_C001123_CP", "transaction_date": "2026-01-20", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.2011, "abnormal_return_60d": 0.221, "abnormal_return_90d": 0.2702, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 49.5, "bill_count": 13, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 75.58, "contract_count": 0, "correlation_count": 13, "correlation_id": "rollup__quiver_2026-01-09_C001123_XOM", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Integrated Oil & Gas", "max_pair_score": 75.58, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 98.62, "ml_score_car": 74.93, "ml_score_distill": 98.62, "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_car": [{"contribution": 0.0142, "factor": "jurisdiction_raw"}, {"contribution": 0.0132, "factor": "disclosure_lag_raw"}, {"contribution": 0.0059, "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"}], "party": "D", "prev_composite_score": 75.58, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.449600+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "XOM", "top_correlations": [{"composite_score": 75.58, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 74.15, "event_id": "hres993-119", "event_summary": "Recognizing and expressing support for the Iranian people protesting for a free and democratic Iran.", "event_type": "bill"}, {"composite_score": 66.48, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 58.54, "event_id": "hr7340-119", "event_summary": "Rebuild America\u2019s Schools Act of 2026", "event_type": "bill"}, {"composite_score": 44.57, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-09_C001123_XOM", "transaction_date": "2026-01-09", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.2062, "abnormal_return_60d": -0.0126, "abnormal_return_90d": -0.0739, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 43.6, "bill_count": 20, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 70.33, "contract_count": 3, "correlation_count": 23, "correlation_id": "rollup__quiver_2026-02-10_C001123_VRSK", "correlation_type": "rollup", "disclosure_date": "2026-03-09", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Research & Consulting Services", "max_pair_score": 70.33, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 88.72, "ml_score_car": 58.15, "ml_score_distill": 88.72, "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"}], "ml_shap_top3_distill": [{"contribution": 6.7916, "factor": "timing_raw"}, {"contribution": 4.8975, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 70.33, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.964017+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "VRSK", "top_correlations": [{"composite_score": 70.33, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 70.33, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 68.69, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}, {"composite_score": 58.94, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 58.94, "event_id": "hr7623-119", "event_summary": "Freedom House Ambulance Service Congressional Gold Medal Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-10_C001123_VRSK", "transaction_date": "2026-02-10", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.2111, "abnormal_return_60d": 0.2484, "abnormal_return_90d": 0.2964, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 46.84, "bill_count": 4, "bioguide_id": "B001236", "chamber": "Senate", "company_name": "", "composite_score": 60.78, "contract_count": 0, "correlation_count": 4, "correlation_id": "rollup__quiver_2026-01-08_B001236_XOM", "correlation_type": "rollup", "disclosure_date": "2026-02-15", "disclosure_lag_days": 38, "engine_version": "1.2.0", "industry": "Integrated Oil & Gas", "max_pair_score": 60.78, "member_name": "John Boozman", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 69.46, "ml_score_car": 82.83, "ml_score_distill": 69.46, "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_car": [{"contribution": 0.0526, "factor": "timing_raw"}, {"contribution": -0.0329, "factor": "disclosure_lag_raw"}, {"contribution": 0.0239, "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"}], "party": "R", "prev_composite_score": 60.78, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.215608+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "XOM", "top_correlations": [{"composite_score": 60.78, "event_id": "s3713-119", "event_summary": "No Climate Treaties Act of 2026", "event_type": "bill"}, {"composite_score": 43.78, "event_id": "s3492-119", "event_summary": "Essential Caregivers Act of 2025", "event_type": "bill"}, {"composite_score": 42.21, "event_id": "s3456-119", "event_summary": "Law Enforcement Officer and Firefighter Recreation Pass Act", "event_type": "bill"}, {"composite_score": 40.6, "event_id": "sres525-119", "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.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-08_B001236_XOM", "transaction_date": "2026-01-08", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.2113, "abnormal_return_60d": 0.2601, "abnormal_return_90d": 0.4511, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 44.88, "bill_count": 29, "bioguide_id": "J000309", "chamber": "House", "company_name": "", "composite_score": 68.21, "contract_count": 1, "correlation_count": 30, "correlation_id": "rollup__quiver_2026-01-30_J000309_GEV", "correlation_type": "rollup", "disclosure_date": "2026-02-23", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Heavy Electrical Equipment", "max_pair_score": 68.21, "member_name": "Jonathan Jackson", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 83.83, "ml_score_car": 57.33, "ml_score_distill": 83.83, "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_car": [{"contribution": 0.0106, "factor": "jurisdiction_raw"}, {"contribution": -0.0097, "factor": "timing_raw"}, {"contribution": 0.0031, "factor": "amount_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"}], "party": "D", "prev_composite_score": 68.21, "score_divergence": true, "scored_at": "2026-05-31T15:52:00.558716+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "GEV", "top_correlations": [{"composite_score": 68.21, "event_id": "hr7307-119", "event_summary": "SUPPLIES Act", "event_type": "bill"}, {"composite_score": 59.99, "event_id": "hr7449-119", "event_summary": "PLATE Act", "event_type": "bill"}, {"composite_score": 59.11, "event_id": "hr7479-119", "event_summary": "WORK to Save Lives Act", "event_type": "bill"}, {"composite_score": 59.11, "event_id": "hres1056-119", "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_type": "bill"}, {"composite_score": 57.52, "event_id": "hr7521-119", "event_summary": "United States-Cuba Trade Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-30_J000309_GEV", "transaction_date": "2026-01-30", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.2122, "abnormal_return_60d": 0.3667, "abnormal_return_90d": 0.3822, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 40.71, "bill_count": 8, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 72.1, "contract_count": 0, "correlation_count": 8, "correlation_id": "rollup__quiver_2025-12-19_C001123_LMT", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 72.1, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.59, "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 72.1, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.919686+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "LMT", "top_correlations": [{"composite_score": 72.1, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 44.11, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 38.69, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}, {"composite_score": 38.69, "event_id": "hr6391-119", "event_summary": "Save Oak Flat from Foreign Mining Act", "event_type": "bill"}, {"composite_score": 36.15, "event_id": "hr6318-119", "event_summary": "No GOUGE Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-19_C001123_LMT", "transaction_date": "2025-12-19", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.2164, "abnormal_return_60d": 0.1229, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 44.84, "bill_count": 19, "bioguide_id": "S000168", "chamber": "House", "company_name": "United Rentals, Inc.", "composite_score": 72.1, "contract_count": 19, "correlation_count": 38, "correlation_id": "rollup__quiver_2026-03-25_S000168_URI", "correlation_type": "rollup", "disclosure_date": "2026-04-21", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Rental & Leasing Services", "max_pair_score": 72.1, "member_name": "Maria Elvira Salazar", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.269149+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "URI", "top_correlations": [{"composite_score": 72.1, "event_id": "SUB_2026-03-25_F-CEIRR-IDPCC-0842021-02 MOD 07", "event_summary": "to ICF MACRO INC | $194,980", "event_type": "contract"}, {"composite_score": 72.1, "event_id": "SUB_2026-03-25_SVI-2319010-CAT-F112", "event_summary": "to CATERPILLAR INC | $369,222", "event_type": "contract"}, {"composite_score": 72.1, "event_id": "SUB_2026-03-25_D26P000395", "event_summary": "to THE BOEING COMPANY | $135,778", "event_type": "contract"}, {"composite_score": 68.69, "event_id": "SUB_2026-03-27_D26P000437", "event_summary": "to THE BOEING COMPANY | $262,452", "event_type": "contract"}, {"composite_score": 57.23, "event_id": "SUB_2026-04-06_MASI0-MAT0037958", "event_summary": "to FLIGHT SOURCE INC | $60,028", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-25_S000168_URI", "transaction_date": "2026-03-25", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.218, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 100001, "amount_range": "100001.0", "avg_pair_score": 28.65, "bill_count": 36, "bioguide_id": "S001203", "chamber": "Senate", "company_name": "DexCom, Inc.", "composite_score": 58.94, "contract_count": 3, "correlation_count": 39, "correlation_id": "rollup__quiver_2026-04-29_S001203_DXCM", "correlation_type": "rollup", "disclosure_date": "2026-05-10", "disclosure_lag_days": 11, "engine_version": "1.2.0", "industry": "Medical Devices", "max_pair_score": 58.94, "member_name": "Tina Smith", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 4.35, "ml_score_distill": 48.68, "ml_shap_top3_car": [{"contribution": -0.0505, "factor": "amount_raw"}, {"contribution": -0.0147, "factor": "jurisdiction_raw"}, {"contribution": -0.0093, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": -15.6472, "factor": "jurisdiction_raw"}, {"contribution": 6.8813, "factor": "timing_raw"}, {"contribution": 1.5962, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.587266+00:00", "sector": "Healthcare", "severity_tier": "low", "ticker": "DXCM", "top_correlations": [{"composite_score": 58.94, "event_id": "sres700-119", "event_summary": "A resolution expressing support for the designation of April 1, 2026, through April 30, 2026, as \"Fair Chance Jobs Month\".", "event_type": "bill"}, {"composite_score": 57.17, "event_id": "sres709-119", "event_summary": "A resolution supporting the goals and ideals of National Nurses Week, to be observed from May 6 through May 12, 2026.", "event_type": "bill"}, {"composite_score": 56.77, "event_id": "SUB_2026-05-21_24-0829-024", "event_summary": "to CERTIFIED AIR BALANCE CO INC | $109,280", "event_type": "contract"}, {"composite_score": 54.57, "event_id": "SUB_2026-05-28_ISPACE-SWES-BTS-APEIS-MOD 2", "event_summary": "to ISPACE, INC. | $44,824", "event_type": "contract"}, {"composite_score": 43.31, "event_id": "s4503-119", "event_summary": "Advancing Menopause Care and Mid-Life Women\u2019s Health Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-29_S001203_DXCM", "transaction_date": "2026-04-29", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.2181, "abnormal_return_60d": 0.224, "abnormal_return_90d": 0.121, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 42.69, "bill_count": 18, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 71.39, "contract_count": 0, "correlation_count": 18, "correlation_id": "rollup__quiver_2026-02-10_C001123_EOG", "correlation_type": "rollup", "disclosure_date": "2026-03-09", "disclosure_lag_days": 27, "engine_version": "1.2.0", "industry": "Oil & Gas E&P", "max_pair_score": 71.39, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.85, "ml_score_car": 65.26, "ml_score_distill": 90.85, "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"}], "ml_shap_top3_distill": [{"contribution": 6.9052, "factor": "timing_raw"}, {"contribution": 5.0115, "factor": "jurisdiction_raw"}, {"contribution": 1.3198, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 71.39, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.784947+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "EOG", "top_correlations": [{"composite_score": 71.39, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 71.39, "event_id": "hr7499-119", "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_type": "bill"}, {"composite_score": 71.39, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 59.99, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 52.56, "event_id": "hr7806-119", "event_summary": "Direct File Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-02-10_C001123_EOG", "transaction_date": "2026-02-10", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.2204, "abnormal_return_60d": 0.4704, "abnormal_return_90d": 0.7204, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 43.18, "bill_count": 6, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 71.39, "contract_count": 0, "correlation_count": 6, "correlation_id": "rollup__quiver_2026-02-04_M001190_DELL", "correlation_type": "rollup", "disclosure_date": "2026-03-02", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Technology Hardware, Storage & Peripherals", "max_pair_score": 71.39, "member_name": "Markwayne Mullin", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.85, "ml_score_car": 65.26, "ml_score_distill": 90.85, "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"}], "ml_shap_top3_distill": [{"contribution": 6.9052, "factor": "timing_raw"}, {"contribution": 5.0115, "factor": "jurisdiction_raw"}, {"contribution": 1.3198, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 71.39, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.229600+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "DELL", "top_correlations": [{"composite_score": 71.39, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 52.97, "event_id": "s3909-119", "event_summary": "Stop Illegal Alien Cops Act", "event_type": "bill"}, {"composite_score": 35.11, "event_id": "s3606-119", "event_summary": "Fraud Accountability Act", "event_type": "bill"}, {"composite_score": 34.84, "event_id": "s3584-119", "event_summary": "Stop Illegal Aliens Drunk Driving", "event_type": "bill"}, {"composite_score": 32.38, "event_id": "s3179-119", "event_summary": "Halo Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-04_M001190_DELL", "transaction_date": "2026-02-04", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": 0.2218, "abnormal_return_60d": -0.025, "abnormal_return_90d": -0.0428, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 23.77, "bill_count": 11, "bioguide_id": "A000372", "chamber": "House", "company_name": "", "composite_score": 45.77, "contract_count": 1, "correlation_count": 12, "correlation_id": "rollup__quiver_2026-02-18_A000372_INTU", "correlation_type": "rollup", "disclosure_date": "2026-03-11", "disclosure_lag_days": 21, "engine_version": "1.2.0", "industry": "Software - Application", "max_pair_score": 45.77, "member_name": "Richard W. Allen", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 44.57, "ml_score_car": 39.88, "ml_score_distill": 44.57, "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"}], "ml_shap_top3_distill": [{"contribution": -14.0002, "factor": "jurisdiction_raw"}, {"contribution": 3.3666, "factor": "timing_raw"}, {"contribution": 1.5847, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 45.77, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.400008+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "INTU", "top_correlations": [{"composite_score": 45.77, "event_id": "hres1076-119", "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States.", "event_type": "bill"}, {"composite_score": 34.13, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 34.13, "event_id": "hr7898-119", "event_summary": "To amend title 18, United States Code, to establish criminal penalties for interfering with National Guard protective zones.", "event_type": "bill"}, {"composite_score": 32.46, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 26.74, "event_id": "hr7421-119", "event_summary": "SAFE Olympic Sports Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-18_A000372_INTU", "transaction_date": "2026-02-18", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.2241, "abnormal_return_60d": -0.037, "abnormal_return_90d": -0.0922, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.58, "bill_count": 13, "bioguide_id": "T000490", "chamber": "House", "company_name": "", "composite_score": 65.72, "contract_count": 0, "correlation_count": 13, "correlation_id": "rollup__quiver_2026-02-26_T000490_CVX", "correlation_type": "rollup", "disclosure_date": "2026-03-06", "disclosure_lag_days": 8, "engine_version": "1.2.0", "industry": "Integrated Oil & Gas", "max_pair_score": 65.72, "member_name": "David J. Taylor", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 80.11, "ml_score_car": 63.41, "ml_score_distill": 80.11, "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"}], "ml_shap_top3_distill": [{"contribution": 4.6852, "factor": "jurisdiction_raw"}, {"contribution": 2.8938, "factor": "timing_raw"}, {"contribution": 1.3044, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 65.72, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.711794+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "CVX", "top_correlations": [{"composite_score": 65.72, "event_id": "hr7747-119", "event_summary": "State Veterans Homes Inspection Simplification Act", "event_type": "bill"}, {"composite_score": 52.83, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hr2474-119", "event_summary": "Expanding Appalachia\u2019s Broadband Access Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hr6427-119", "event_summary": "Airport Regulatory Relief Act of 2025", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hr8079-119", "event_summary": "Diesel Truck Liberation Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-26_T000490_CVX", "transaction_date": "2026-02-26", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.2323, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 49.63, "bill_count": 15, "bioguide_id": "K000398", "chamber": "House", "company_name": "nVent Electric plc", "composite_score": 79.47, "contract_count": 21, "correlation_count": 36, "correlation_id": "rollup__quiver_2026-04-15_K000398_NVT", "correlation_type": "rollup", "disclosure_date": "2026-05-22", "disclosure_lag_days": 37, "engine_version": "1.2.0", "industry": "Electrical Equipment & Parts", "max_pair_score": 79.47, "member_name": "Thomas H. Kean Jr", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 86.32, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": 0.0231, "factor": "timing_raw"}, {"contribution": 0.0136, "factor": "jurisdiction_raw"}, {"contribution": 0.0135, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": 7.6272, "factor": "timing_raw"}, {"contribution": 5.8103, "factor": "disclosure_lag_raw"}, {"contribution": 4.7309, "factor": "jurisdiction_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.917055+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "NVT", "top_correlations": [{"composite_score": 79.47, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 79.47, "event_id": "hr1431-119", "event_summary": "To designate the facility of the United States Postal Service located at 2407 State Route 71, Suite 1, in Spring Lake, New Jersey, as the \"James J. Howard Post Office\".", "event_type": "bill"}, {"composite_score": 77.7, "event_id": "hr8326-119", "event_summary": "To designate the facility of the United States Postal Service located at 16 Rev Dr Martin Luther King Jr Drive in Willingboro, New Jersey, as the \"James A. Cotten Post Office\".", "event_type": "bill"}, {"composite_score": 71.76, "event_id": "hres1199-119", "event_summary": "Recognizing linemen, the profession of linemen, the contributions of these brave men and women who protect public safety, and expressing support for the designation of April 18, 2026, as \"National Lin", "event_type": "bill"}, {"composite_score": 69.35, "event_id": "SUB_2026-04-22_D26P000591", "event_summary": "to HOWMET AEROSPACE INC. | $70,951", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-15_K000398_NVT", "transaction_date": "2026-04-15", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": 0.2332, "abnormal_return_60d": 0.4698, "abnormal_return_90d": 0.8006, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 59.44, "bill_count": 2, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 71.39, "contract_count": 2, "correlation_count": 4, "correlation_id": "rollup__quiver_2026-02-04_M001190_MTZ", "correlation_type": "rollup", "disclosure_date": "2026-03-02", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Engineering & Construction", "max_pair_score": 71.39, "member_name": "Markwayne Mullin", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.85, "ml_score_car": 65.26, "ml_score_distill": 90.85, "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"}], "ml_shap_top3_distill": [{"contribution": 6.9052, "factor": "timing_raw"}, {"contribution": 5.0115, "factor": "jurisdiction_raw"}, {"contribution": 1.3198, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 71.39, "score_divergence": true, "scored_at": "2026-05-31T15:52:01.329454+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "MTZ", "top_correlations": [{"composite_score": 71.39, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 63.03, "event_id": "sres606-119", "event_summary": "A resolution condemning the Government of Iran for its suppression of the right of Iranians to peacefully assemble.", "event_type": "bill"}, {"composite_score": 52.18, "event_id": "SUB_2026-02-27_0000001582-0", "event_summary": "to HONEYWELL INTERNATIONAL INC. | $504,558", "event_type": "contract"}, {"composite_score": 51.17, "event_id": "SUB_2026-03-02_5500374513", "event_summary": "to PARKER-HANNIFIN CORPORATION | $4,070,490", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-04_M001190_MTZ", "transaction_date": "2026-02-04", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": 0.2383, "abnormal_return_60d": 1.2004, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 38.29, "bill_count": 25, "bioguide_id": "C001123", "chamber": "House", "company_name": "Advanced Micro Devices, Inc.", "composite_score": 65.72, "contract_count": 3, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-03-13_C001123_AMD", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 65.72, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 63.41, "ml_score_distill": 80.11, "ml_shap_top3_car": [{"contribution": 0.0085, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-11T02:26:56.859593+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "AMD", "top_correlations": [{"composite_score": 65.72, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 64.39, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "hr8031-119", "event_summary": "To repeal the Executive order entitled \"Ensuring a National Policy Framework for Artificial Intelligence\".", "event_type": "bill"}, {"composite_score": 54.56, "event_id": "SUB_2026-03-12_S25A00021-SCTO-01", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $4,624,482", "event_type": "contract"}, {"composite_score": 52.36, "event_id": "hr8175-119", "event_summary": "To amend title 10, United States Code, and the National Defense Authorization Act for Fiscal Year 1994, to codify and clarify gender neutral standards for members of certain Armed Forces, and for othe", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-13_C001123_AMD", "transaction_date": "2026-03-13", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.2391, "abnormal_return_60d": 0.1638, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 36.8, "bill_count": 26, "bioguide_id": "C001123", "chamber": "House", "company_name": "Broadcom Inc.", "composite_score": 64.39, "contract_count": 6, "correlation_count": 32, "correlation_id": "rollup__quiver_2026-03-25_C001123_AVGO", "correlation_type": "rollup", "disclosure_date": "2026-04-07", "disclosure_lag_days": 13, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 64.39, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 100.0, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": 0.0459, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.265217+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "AVGO", "top_correlations": [{"composite_score": 64.39, "event_id": "hr8163-119", "event_summary": "Provider Reimbursement Stability Act of 2026", "event_type": "bill"}, {"composite_score": 60.89, "event_id": "hr8175-119", "event_summary": "To amend title 10, United States Code, and the National Defense Authorization Act for Fiscal Year 1994, to codify and clarify gender neutral standards for members of certain Armed Forces, and for othe", "event_type": "bill"}, {"composite_score": 51.92, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 48.62, "event_id": "hr8031-119", "event_summary": "To repeal the Executive order entitled \"Ensuring a National Policy Framework for Artificial Intelligence\".", "event_type": "bill"}, {"composite_score": 46.21, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-25_C001123_AVGO", "transaction_date": "2026-03-25", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.2436, "abnormal_return_60d": 0.2803, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 36.13, "bill_count": 20, "bioguide_id": "M001217", "chamber": "House", "company_name": "Broadcom Inc.", "composite_score": 52.36, "contract_count": 9, "correlation_count": 29, "correlation_id": "rollup__quiver_2026-03-31_M001217_AVGO", "correlation_type": "rollup", "disclosure_date": "2026-04-30", "disclosure_lag_days": 30, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 52.36, "member_name": "Jared Moskowitz", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 100.0, "ml_score_distill": 55.43, "ml_shap_top3_car": [{"contribution": 0.0548, "factor": "timing_raw"}, {"contribution": 0.0203, "factor": "jurisdiction_raw"}, {"contribution": 0.0068, "factor": "disclosure_lag_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"}], "party": "D", "scored_at": "2026-06-15T01:02:26.252504+00:00", "sector": "Information Technology", "severity_tier": "low", "ticker": "AVGO", "top_correlations": [{"composite_score": 52.36, "event_id": "hr8368-119", "event_summary": "To appropriate funds for the Federal Emergency Management Agency's Disaster Relief Fund, and for other purposes.", "event_type": "bill"}, {"composite_score": 51.92, "event_id": "hr8419-119", "event_summary": "To designate the facility of the United States Postal Service located at 3255 Northwest 94th Avenue in Coral Springs, Florida, as the \"Nancy Metayer Post Office Building\".", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 49.07, "event_id": "hres1239-119", "event_summary": "Condemning antisemitic hate-filled rhetoric and content disseminated by prominent online personalities, and urging social media platforms and public leaders to denounce and address such conduct.", "event_type": "bill"}, {"composite_score": 49.07, "event_id": "hres1251-119", "event_summary": "Calling on elected officials and civil society leaders to counter antisemitism and educate the public on the contributions of the Jewish-American community.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-31_M001217_AVGO", "transaction_date": "2026-03-31", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.2453, "abnormal_return_60d": 0.3077, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 23.15, "bill_count": 3, "bioguide_id": "M001236", "chamber": "House", "company_name": "Harley-Davidson, Inc.", "composite_score": 39.09, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2026-03-12_M001236_HOG", "correlation_type": "rollup", "disclosure_date": "2026-03-24", "disclosure_lag_days": 12, "engine_version": "1.2.0", "industry": "Recreational Vehicles", "max_pair_score": 39.09, "member_name": "Tim Moore", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 60.85, "ml_score_distill": 29.02, "ml_shap_top3_car": [{"contribution": -0.0131, "factor": "jurisdiction_raw"}, {"contribution": 0.0095, "factor": "amount_raw"}, {"contribution": 0.009, "factor": "disclosure_lag_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"}], "party": "R", "scored_at": "2026-06-10T01:20:53.320238+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "HOG", "top_correlations": [{"composite_score": 39.09, "event_id": "hr3410-119", "event_summary": "Supersonic Aviation Modernization Act", "event_type": "bill"}, {"composite_score": 16.42, "event_id": "hr7548-119", "event_summary": "SCAM Act", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "hr6955-119", "event_summary": "Main Street Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-03-12_M001236_HOG", "transaction_date": "2026-03-12", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.2522, "abnormal_return_60d": 0.1584, "abnormal_return_90d": 0.2869, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 46.17, "bill_count": 5, "bioguide_id": "L000595", "chamber": "House", "company_name": "", "composite_score": 65.72, "contract_count": 0, "correlation_count": 5, "correlation_id": "rollup__quiver_2026-02-20_L000595_DINO", "correlation_type": "rollup", "disclosure_date": "2026-03-12", "disclosure_lag_days": 20, "engine_version": "1.2.0", "industry": "Oil & Gas Refining & Marketing", "max_pair_score": 65.72, "member_name": "Julia Letlow", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 80.11, "ml_score_car": 63.41, "ml_score_distill": 80.11, "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"}], "ml_shap_top3_distill": [{"contribution": 4.6852, "factor": "jurisdiction_raw"}, {"contribution": 2.8938, "factor": "timing_raw"}, {"contribution": 1.3044, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 65.72, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.535102+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "DINO", "top_correlations": [{"composite_score": 65.72, "event_id": "hres1076-119", "event_summary": "Recognizing the 10th anniversary of the first export shipment of liquefied natural gas produced in the lower 48 States.", "event_type": "bill"}, {"composite_score": 50.43, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hr556-119", "event_summary": "Protecting Access for Hunters and Anglers Act", "event_type": "bill"}, {"composite_score": 33.53, "event_id": "hr7230-119", "event_summary": "Buying American Cotton Act of 2026", "event_type": "bill"}, {"composite_score": 31.32, "event_id": "hr1262-119", "event_summary": "Mikaela Naylon Give Kids a Chance Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-20_L000595_DINO", "transaction_date": "2026-02-20", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.2569, "abnormal_return_60d": 0.3724, "abnormal_return_90d": 0.5737, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 47.87, "bill_count": 11, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 72.42, "contract_count": 0, "correlation_count": 11, "correlation_id": "rollup__quiver_2026-01-09_C001123_GEV", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 35, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 72.42, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 93.04, "ml_score_car": 79.16, "ml_score_distill": 93.04, "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_car": [{"contribution": 0.0144, "factor": "timing_raw"}, {"contribution": 0.0136, "factor": "jurisdiction_raw"}, {"contribution": 0.0067, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": 4.6208, "factor": "disclosure_lag_raw"}, {"contribution": 4.5101, "factor": "jurisdiction_raw"}, {"contribution": 3.3636, "factor": "timing_raw"}], "party": "D", "prev_composite_score": 72.42, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.331017+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "GEV", "top_correlations": [{"composite_score": 72.42, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 70.99, "event_id": "hres993-119", "event_summary": "Recognizing and expressing support for the Iranian people protesting for a free and democratic Iran.", "event_type": "bill"}, {"composite_score": 63.32, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 55.38, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}, {"composite_score": 41.41, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-09_C001123_GEV", "transaction_date": "2026-01-09", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.2632, "abnormal_return_60d": 0.1388, "abnormal_return_90d": 0.1394, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 25.39, "bill_count": 5, "bioguide_id": "M001236", "chamber": "House", "company_name": "", "composite_score": 53.43, "contract_count": 0, "correlation_count": 5, "correlation_id": "rollup__quiver_2026-01-05_M001236_CBRL", "correlation_type": "rollup", "disclosure_date": "2026-01-24", "disclosure_lag_days": 19, "engine_version": "1.2.0", "industry": "Restaurants", "max_pair_score": 53.43, "member_name": "Tim Moore", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 55.83, "ml_score_car": 35.23, "ml_score_distill": 55.83, "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"}], "ml_shap_top3_distill": [{"contribution": -15.3361, "factor": "jurisdiction_raw"}, {"contribution": 8.4434, "factor": "timing_raw"}, {"contribution": 1.6445, "factor": "amount_raw"}], "party": "R", "prev_composite_score": 53.43, "score_divergence": false, "scored_at": "2026-05-31T15:51:59.158867+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "CBRL", "top_correlations": [{"composite_score": 53.43, "event_id": "hr6955-119", "event_summary": "Main Street Capital Access Act", "event_type": "bill"}, {"composite_score": 19.08, "event_id": "hr6550-119", "event_summary": "American FIRST Act of 2025", "event_type": "bill"}, {"composite_score": 19.08, "event_id": "hr6552-119", "event_summary": "Bank-Fintech Partnership Enhancement Act", "event_type": "bill"}, {"composite_score": 19.08, "event_id": "hr6553-119", "event_summary": "TIER Act of 2025", "event_type": "bill"}, {"composite_score": 16.28, "event_id": "hr6293-119", "event_summary": "Housing Supply Expansion Act of 2025", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-01-05_M001236_CBRL", "transaction_date": "2026-01-05", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.2675, "abnormal_return_60d": 0.3046, "abnormal_return_90d": 0.4668, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.66, "bill_count": 15, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 72.1, "contract_count": 0, "correlation_count": 15, "correlation_id": "rollup__quiver_2026-01-20_C001123_AEIS", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Electrical Equipment & Parts", "max_pair_score": 72.1, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 90.59, "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 72.1, "score_divergence": true, "scored_at": "2026-05-31T15:51:59.984916+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "AEIS", "top_correlations": [{"composite_score": 72.1, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 55.08, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}, {"composite_score": 51.5, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 51.5, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 51.12, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-20_C001123_AEIS", "transaction_date": "2026-01-20", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.2684, "abnormal_return_60d": 0.3612, "abnormal_return_90d": 0.0306, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 47.55, "bill_count": 11, "bioguide_id": "K000383", "chamber": "Senate", "company_name": "", "composite_score": 63.36, "contract_count": 0, "correlation_count": 11, "correlation_id": "rollup__quiver_2026-02-13_K000383_NFLX", "correlation_type": "rollup", "disclosure_date": "2026-03-24", "disclosure_lag_days": 39, "engine_version": "1.2.0", "industry": "Entertainment", "max_pair_score": 63.36, "member_name": "Angus King", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 74.79, "ml_score_car": 77.92, "ml_score_distill": 74.79, "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"}], "ml_shap_top3_distill": [{"contribution": -9.041, "factor": "timing_raw"}, {"contribution": 6.2944, "factor": "disclosure_lag_raw"}, {"contribution": 5.4842, "factor": "jurisdiction_raw"}], "party": "I", "prev_composite_score": 63.36, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.262518+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "NFLX", "top_correlations": [{"composite_score": 63.36, "event_id": "s3959-119", "event_summary": "Smarter Sentencing Act of 2026", "event_type": "bill"}, {"composite_score": 60.24, "event_id": "s4029-119", "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_type": "bill"}, {"composite_score": 59.3, "event_id": "sres641-119", "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_type": "bill"}, {"composite_score": 54.6, "event_id": "sres602-119", "event_summary": "A resolution supporting the United States Olympic and Paralympic Teams in the 2026 Olympic and Paralympic Winter Games.", "event_type": "bill"}, {"composite_score": 40.8, "event_id": "s3214-119", "event_summary": "Background Check Expansion Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-13_K000383_NFLX", "transaction_date": "2026-02-13", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": 0.2692, "abnormal_return_60d": 0.4198, "abnormal_return_90d": 0.359, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 24.27, "bill_count": 3, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 41.57, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2025-12-29_M001190_AMAT", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Semiconductor Equipment & Materials", "max_pair_score": 41.57, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 34.96, "ml_score_car": 40.72, "ml_score_distill": 34.96, "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_car": [{"contribution": -0.0197, "factor": "timing_raw"}, {"contribution": -0.0114, "factor": "jurisdiction_raw"}, {"contribution": 0.0089, "factor": "disclosure_lag_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"}], "party": "R", "prev_composite_score": 41.57, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.416393+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "AMAT", "top_correlations": [{"composite_score": 41.57, "event_id": "s3606-119", "event_summary": "Fraud Accountability Act", "event_type": "bill"}, {"composite_score": 17.29, "event_id": "s3366-119", "event_summary": "Back the Blue Act of 2025", "event_type": "bill"}, {"composite_score": 13.95, "event_id": "s3041-119", "event_summary": "Tribal Warrant Fairness Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-29_M001190_AMAT", "transaction_date": "2025-12-29", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.2894, "abnormal_return_60d": 0.786, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 37.18, "bill_count": 20, "bioguide_id": "M001217", "chamber": "House", "company_name": "QUALCOMM Incorporated", "composite_score": 53.41, "contract_count": 9, "correlation_count": 29, "correlation_id": "rollup__quiver_2026-03-31_M001217_QCOM", "correlation_type": "rollup", "disclosure_date": "2026-04-30", "disclosure_lag_days": 30, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 53.41, "member_name": "Jared Moskowitz", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 100.0, "ml_score_distill": 56.22, "ml_shap_top3_car": [{"contribution": 0.0547, "factor": "timing_raw"}, {"contribution": 0.0244, "factor": "jurisdiction_raw"}, {"contribution": 0.0077, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": -11.1588, "factor": "timing_raw"}, {"contribution": 5.4583, "factor": "jurisdiction_raw"}, {"contribution": 1.9157, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:26.253323+00:00", "sector": "Information Technology", "severity_tier": "low", "ticker": "QCOM", "top_correlations": [{"composite_score": 53.41, "event_id": "hr8368-119", "event_summary": "To appropriate funds for the Federal Emergency Management Agency's Disaster Relief Fund, and for other purposes.", "event_type": "bill"}, {"composite_score": 52.97, "event_id": "hr8419-119", "event_summary": "To designate the facility of the United States Postal Service located at 3255 Northwest 94th Avenue in Coral Springs, Florida, as the \"Nancy Metayer Post Office Building\".", "event_type": "bill"}, {"composite_score": 50.88, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 50.12, "event_id": "hres1239-119", "event_summary": "Condemning antisemitic hate-filled rhetoric and content disseminated by prominent online personalities, and urging social media platforms and public leaders to denounce and address such conduct.", "event_type": "bill"}, {"composite_score": 50.12, "event_id": "hres1251-119", "event_summary": "Calling on elected officials and civil society leaders to counter antisemitism and educate the public on the contributions of the Jewish-American community.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-03-31_M001217_QCOM", "transaction_date": "2026-03-31", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.3304, "abnormal_return_60d": 0.0896, "abnormal_return_90d": 0.1417, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.58, "bill_count": 13, "bioguide_id": "T000490", "chamber": "House", "company_name": "", "composite_score": 65.72, "contract_count": 0, "correlation_count": 13, "correlation_id": "rollup__quiver_2026-02-26_T000490_MPC", "correlation_type": "rollup", "disclosure_date": "2026-03-06", "disclosure_lag_days": 8, "engine_version": "1.2.0", "industry": "Oil & Gas Refining & Marketing", "max_pair_score": 65.72, "member_name": "David J. Taylor", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 80.11, "ml_score_car": 63.41, "ml_score_distill": 80.11, "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"}], "ml_shap_top3_distill": [{"contribution": 4.6852, "factor": "jurisdiction_raw"}, {"contribution": 2.8938, "factor": "timing_raw"}, {"contribution": 1.3044, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 65.72, "score_divergence": false, "scored_at": "2026-05-31T15:52:02.747593+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "MPC", "top_correlations": [{"composite_score": 65.72, "event_id": "hr7747-119", "event_summary": "State Veterans Homes Inspection Simplification Act", "event_type": "bill"}, {"composite_score": 52.83, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hr2474-119", "event_summary": "Expanding Appalachia\u2019s Broadband Access Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hr6427-119", "event_summary": "Airport Regulatory Relief Act of 2025", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hr8079-119", "event_summary": "Diesel Truck Liberation Act of 2026", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-26_T000490_MPC", "transaction_date": "2026-02-26", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.3513, "abnormal_return_60d": 0.3326, "abnormal_return_90d": 0.2792, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 26.38, "bill_count": 3, "bioguide_id": "M001190", "chamber": "Senate", "company_name": "", "composite_score": 43.67, "contract_count": 0, "correlation_count": 3, "correlation_id": "rollup__quiver_2025-12-29_M001190_LRCX", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "Semiconductor Equipment & Materials", "max_pair_score": 43.67, "member_name": "Markwayne Mullin", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 36.38, "ml_score_car": 40.34, "ml_score_distill": 36.38, "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_car": [{"contribution": -0.0155, "factor": "timing_raw"}, {"contribution": -0.0114, "factor": "jurisdiction_raw"}, {"contribution": 0.0069, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": -13.9609, "factor": "jurisdiction_raw"}, {"contribution": -2.7133, "factor": "timing_raw"}, {"contribution": 2.0338, "factor": "trade_before_event_raw"}], "party": "R", "prev_composite_score": 43.67, "score_divergence": false, "scored_at": "2026-05-31T15:51:58.685667+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "LRCX", "top_correlations": [{"composite_score": 43.67, "event_id": "s3606-119", "event_summary": "Fraud Accountability Act", "event_type": "bill"}, {"composite_score": 19.4, "event_id": "s3366-119", "event_summary": "Back the Blue Act of 2025", "event_type": "bill"}, {"composite_score": 16.06, "event_id": "s3041-119", "event_summary": "Tribal Warrant Fairness Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-29_M001190_LRCX", "transaction_date": "2025-12-29", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.3777, "abnormal_return_60d": 0.4038, "abnormal_return_90d": 0.7234, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.02, "bill_count": 17, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 64.39, "contract_count": 1, "correlation_count": 18, "correlation_id": "rollup__quiver_2026-01-30_C001123_VRT", "correlation_type": "rollup", "disclosure_date": "2026-02-13", "disclosure_lag_days": 14, "engine_version": "1.2.0", "industry": "Electrical Equipment & Parts", "max_pair_score": 64.39, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 74.96, "ml_score_car": 100.0, "ml_score_distill": 74.96, "ml_shap_top3": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "ml_shap_top3_car": [{"contribution": 0.0459, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 64.39, "score_divergence": false, "scored_at": "2026-05-31T15:52:00.501258+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "VRT", "top_correlations": [{"composite_score": 64.39, "event_id": "hr7335-119", "event_summary": "Humanitarian Standards for Individuals in ICE and CBP Custody Act", "event_type": "bill"}, {"composite_score": 57.23, "event_id": "hr7481-119", "event_summary": "Department of Homeland Security Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 57.23, "event_id": "hres1058-119", "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_type": "bill"}, {"composite_score": 56.47, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}, {"composite_score": 51.92, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-01-30_C001123_VRT", "transaction_date": "2026-01-30", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.378, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 37.36, "bill_count": 28, "bioguide_id": "C001123", "chamber": "House", "company_name": "CrowdStrike Holdings, Inc.", "composite_score": 70.33, "contract_count": 9, "correlation_count": 37, "correlation_id": "rollup__quiver_2026-04-14_C001123_CRWD", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 70.33, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 58.15, "ml_score_distill": 88.72, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.005, "factor": "timing_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.938610+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "CRWD", "top_correlations": [{"composite_score": 70.33, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 55.75, "event_id": "hr8563-119", "event_summary": "Investing in the American Dream Act", "event_type": "bill"}, {"composite_score": 54.46, "event_id": "hres1243-119", "event_summary": "Recognizing the significance of Asian American, Native Hawaiian, and Pacific Islander Heritage Month as an important time to celebrate the significant contributions of Asian Americans, Native Hawaiian", "event_type": "bill"}, {"composite_score": 52.36, "event_id": "hres1252-119", "event_summary": "Resolution memorializing law enforcement officers killed in the line of duty.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-14_C001123_CRWD", "transaction_date": "2026-04-14", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.3899, "abnormal_return_60d": 0.2097, "abnormal_return_90d": 0.0828, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 31.03, "bill_count": 4, "bioguide_id": "M001236", "chamber": "House", "company_name": "", "composite_score": 34.13, "contract_count": 0, "correlation_count": 4, "correlation_id": "rollup__quiver_2025-12-16_M001236_CBRL", "correlation_type": "rollup", "disclosure_date": "2025-12-19", "disclosure_lag_days": 3, "engine_version": "1.2.0", "industry": "Restaurants", "max_pair_score": 34.13, "member_name": "Tim Moore", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 15.17, "ml_score_car": 79.51, "ml_score_distill": 15.17, "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_car": [{"contribution": 0.0223, "factor": "timing_raw"}, {"contribution": 0.0092, "factor": "disclosure_lag_raw"}, {"contribution": 0.0072, "factor": "multiple_signals_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"}], "party": "R", "prev_composite_score": 34.13, "score_divergence": true, "scored_at": "2026-05-31T15:51:57.329803+00:00", "sector": "Consumer Cyclical", "severity_tier": "low", "ticker": "CBRL", "top_correlations": [{"composite_score": 34.13, "event_id": "hr6955-119", "event_summary": "Main Street Capital Access Act", "event_type": "bill"}, {"composite_score": 30.0, "event_id": "hr6550-119", "event_summary": "American FIRST Act of 2025", "event_type": "bill"}, {"composite_score": 30.0, "event_id": "hr6552-119", "event_summary": "Bank-Fintech Partnership Enhancement Act", "event_type": "bill"}, {"composite_score": 30.0, "event_id": "hr6553-119", "event_summary": "TIER Act of 2025", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-16_M001236_CBRL", "transaction_date": "2025-12-16", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.3968, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 37.36, "bill_count": 28, "bioguide_id": "C001123", "chamber": "House", "company_name": "Palo Alto Networks, Inc.", "composite_score": 70.33, "contract_count": 9, "correlation_count": 37, "correlation_id": "rollup__quiver_2026-04-14_C001123_PANW", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 70.33, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 58.15, "ml_score_distill": 88.72, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.005, "factor": "timing_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.928813+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "PANW", "top_correlations": [{"composite_score": 70.33, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 55.75, "event_id": "hr8563-119", "event_summary": "Investing in the American Dream Act", "event_type": "bill"}, {"composite_score": 54.46, "event_id": "hres1243-119", "event_summary": "Recognizing the significance of Asian American, Native Hawaiian, and Pacific Islander Heritage Month as an important time to celebrate the significant contributions of Asian Americans, Native Hawaiian", "event_type": "bill"}, {"composite_score": 52.36, "event_id": "hres1252-119", "event_summary": "Resolution memorializing law enforcement officers killed in the line of duty.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-14_C001123_PANW", "transaction_date": "2026-04-14", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.408, "abnormal_return_60d": 0.1321, "abnormal_return_90d": -0.0078, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 21.82, "bill_count": 4, "bioguide_id": "F000110", "chamber": "House", "company_name": "", "composite_score": 34.56, "contract_count": 0, "correlation_count": 4, "correlation_id": "rollup__quiver_2025-12-26_F000110_IREN", "correlation_type": "rollup", "disclosure_date": "2026-01-16", "disclosure_lag_days": 21, "engine_version": "1.2.0", "industry": "Capital Markets", "max_pair_score": 34.56, "member_name": "Cleo Fields", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 16.2, "ml_score_car": 80.36, "ml_score_distill": 16.2, "ml_shap_top3": [{"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"}], "ml_shap_top3_distill": [{"contribution": -15.2574, "factor": "jurisdiction_raw"}, {"contribution": -12.8352, "factor": "timing_raw"}, {"contribution": 2.3463, "factor": "amount_raw"}], "party": "D", "prev_composite_score": 34.56, "score_divergence": true, "scored_at": "2026-05-31T15:51:58.320671+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "IREN", "top_correlations": [{"composite_score": 34.56, "event_id": "hr7206-119", "event_summary": "Farm and Family Relief Act", "event_type": "bill"}, {"composite_score": 19.73, "event_id": "hr4430-119", "event_summary": "Expanding WKSI Eligibility Act", "event_type": "bill"}, {"composite_score": 16.91, "event_id": "hr6215-119", "event_summary": "Small Business RELIEF Act", "event_type": "bill"}, {"composite_score": 16.06, "event_id": "hr5862-119", "event_summary": "American Energy Independence and Affordability Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-26_F000110_IREN", "transaction_date": "2025-12-26", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.4267, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 39.9, "bill_count": 86, "bioguide_id": "G000583", "chamber": "House", "company_name": "Advanced Micro Devices, Inc.", "composite_score": 68.69, "contract_count": 11, "correlation_count": 97, "correlation_id": "rollup__quiver_2026-05-05_G000583_AMD", "correlation_type": "rollup", "disclosure_date": "2026-06-03", "disclosure_lag_days": 29, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 68.69, "member_name": "Josh Gottheimer", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 57.53, "ml_score_distill": 88.59, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.0081, "factor": "timing_raw"}, {"contribution": 0.0031, "factor": "amount_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.582546+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "AMD", "top_correlations": [{"composite_score": 68.69, "event_id": "hr8697-119", "event_summary": "Guard the Skies Act", "event_type": "bill"}, {"composite_score": 68.69, "event_id": "hr8700-119", "event_summary": "Protecting U.S. Farmland and Sensitive Sites From Foreign Adversaries Act", "event_type": "bill"}, {"composite_score": 68.69, "event_id": "hr8694-119", "event_summary": "Assault Weapon Financing Accountability Act", "event_type": "bill"}, {"composite_score": 68.69, "event_id": "hres1270-119", "event_summary": "Expressing support for the designation of July 15, 2026, as \"Glioblastoma Awareness Day\".", "event_type": "bill"}, {"composite_score": 61.98, "event_id": "hr8750-119", "event_summary": "COPS Reauthorization Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-05_G000583_AMD", "transaction_date": "2026-05-05", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.4315, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 41.89, "bill_count": 85, "bioguide_id": "G000583", "chamber": "House", "company_name": "Advanced Micro Devices, Inc.", "composite_score": 72.1, "contract_count": 10, "correlation_count": 95, "correlation_id": "rollup__quiver_2026-04-27_G000583_AMD", "correlation_type": "rollup", "disclosure_date": "2026-05-19", "disclosure_lag_days": 22, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 72.1, "member_name": "Josh Gottheimer", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.592319+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "AMD", "top_correlations": [{"composite_score": 72.1, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 72.1, "event_id": "hr8516-119", "event_summary": "American Leadership in AI Act", "event_type": "bill"}, {"composite_score": 72.1, "event_id": "hr8528-119", "event_summary": "PI Post Acute Access Act", "event_type": "bill"}, {"composite_score": 70.33, "event_id": "hres1219-119", "event_summary": "Expressing support for the month of April as \"Sikh History Month\".", "event_type": "bill"}, {"composite_score": 70.33, "event_id": "hr8558-119", "event_summary": "To amend the Research and Development, Competition, and Innovation Act to require each institution of higher education to certify as part of an application for a research and development award that su", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-27_G000583_AMD", "transaction_date": "2026-04-27", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.4419, "abnormal_return_60d": 0.8931, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 48.04, "bill_count": 20, "bioguide_id": "D000032", "chamber": "House", "company_name": "Marvell Technology, Inc.", "composite_score": 76.25, "contract_count": 9, "correlation_count": 29, "correlation_id": "rollup__quiver_2026-04-02_D000032_MRVL", "correlation_type": "rollup", "disclosure_date": "2026-05-13", "disclosure_lag_days": 41, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 76.25, "member_name": "Byron Donalds", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 100.0, "ml_score_distill": 99.52, "ml_shap_top3_car": [{"contribution": 0.0903, "factor": "disclosure_lag_raw"}, {"contribution": 0.0182, "factor": "timing_raw"}, {"contribution": 0.0142, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": 8.2732, "factor": "disclosure_lag_raw"}, {"contribution": 4.5185, "factor": "jurisdiction_raw"}, {"contribution": 2.8786, "factor": "timing_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.250752+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "MRVL", "top_correlations": [{"composite_score": 76.25, "event_id": "hr8206-119", "event_summary": "Homeland Security and Further Additional Continuing Appropriations Act, 2026", "event_type": "bill"}, {"composite_score": 63.87, "event_id": "hr8371-119", "event_summary": "Reform Immigration Through Biometrics Act", "event_type": "bill"}, {"composite_score": 63.87, "event_id": "hres1199-119", "event_summary": "Recognizing linemen, the profession of linemen, the contributions of these brave men and women who protect public safety, and expressing support for the designation of April 18, 2026, as \"National Lin", "event_type": "bill"}, {"composite_score": 63.36, "event_id": "hr8408-119", "event_summary": "Legacy IT Reduction Act of 2026", "event_type": "bill"}, {"composite_score": 63.36, "event_id": "hr8419-119", "event_summary": "To designate the facility of the United States Postal Service located at 3255 Northwest 94th Avenue in Coral Springs, Florida, as the \"Nancy Metayer Post Office Building\".", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-02_D000032_MRVL", "transaction_date": "2026-04-02", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.4591, "abnormal_return_60d": 1.2878, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 41.8, "bill_count": 22, "bioguide_id": "S000168", "chamber": "House", "company_name": "Marvell Technology, Inc.", "composite_score": 75.26, "contract_count": 9, "correlation_count": 31, "correlation_id": "rollup__quiver_2026-04-06_S000168_MRVL", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 32, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 75.26, "member_name": "Maria Elvira Salazar", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 88.33, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": 0.0392, "factor": "timing_raw"}, {"contribution": 0.0139, "factor": "amount_raw"}, {"contribution": -0.0114, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": 8.0547, "factor": "timing_raw"}, {"contribution": 5.1715, "factor": "jurisdiction_raw"}, {"contribution": 2.7089, "factor": "disclosure_lag_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:26.242885+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "MRVL", "top_correlations": [{"composite_score": 75.26, "event_id": "hr8205-119", "event_summary": "Accelerating Access to Critical Therapies for ALS Reauthorization Act of 2026", "event_type": "bill"}, {"composite_score": 65.14, "event_id": "hr8253-119", "event_summary": "BITMAP Authorization Act", "event_type": "bill"}, {"composite_score": 58.91, "event_id": "hres1196-119", "event_summary": "Recognizing April as Cancer Prevention and Early Detection Month.", "event_type": "bill"}, {"composite_score": 58.24, "event_id": "hr8419-119", "event_summary": "To designate the facility of the United States Postal Service located at 3255 Northwest 94th Avenue in Coral Springs, Florida, as the \"Nancy Metayer Post Office Building\".", "event_type": "bill"}, {"composite_score": 55.08, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-06_S000168_MRVL", "transaction_date": "2026-04-06", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.4711, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 37.36, "bill_count": 28, "bioguide_id": "C001123", "chamber": "House", "company_name": "Fortinet, Inc.", "composite_score": 70.33, "contract_count": 9, "correlation_count": 37, "correlation_id": "rollup__quiver_2026-04-14_C001123_FTNT", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 70.33, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 58.15, "ml_score_distill": 88.72, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.005, "factor": "timing_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.932016+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "FTNT", "top_correlations": [{"composite_score": 70.33, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 55.75, "event_id": "hr8563-119", "event_summary": "Investing in the American Dream Act", "event_type": "bill"}, {"composite_score": 54.46, "event_id": "hres1243-119", "event_summary": "Recognizing the significance of Asian American, Native Hawaiian, and Pacific Islander Heritage Month as an important time to celebrate the significant contributions of Asian Americans, Native Hawaiian", "event_type": "bill"}, {"composite_score": 52.36, "event_id": "hres1252-119", "event_summary": "Resolution memorializing law enforcement officers killed in the line of duty.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-14_C001123_FTNT", "transaction_date": "2026-04-14", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.4787, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 42.24, "bill_count": 86, "bioguide_id": "G000583", "chamber": "House", "company_name": "Advanced Micro Devices, Inc.", "composite_score": 72.1, "contract_count": 9, "correlation_count": 95, "correlation_id": "rollup__quiver_2026-04-23_G000583_AMD", "correlation_type": "rollup", "disclosure_date": "2026-05-19", "disclosure_lag_days": 26, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 72.1, "member_name": "Josh Gottheimer", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.604687+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "AMD", "top_correlations": [{"composite_score": 72.1, "event_id": "hr8486-119", "event_summary": "Data Driven Suicide Prevention and Outreach Act of 2026", "event_type": "bill"}, {"composite_score": 72.1, "event_id": "hr8480-119", "event_summary": "Protect our Pets Act", "event_type": "bill"}, {"composite_score": 72.1, "event_id": "hres1209-119", "event_summary": "Recognizing the significance of \"Community College Month\" in April as a celebration of more than 1,000 institutions throughout the United States supporting access to higher education, workforce traini", "event_type": "bill"}, {"composite_score": 65.72, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 65.72, "event_id": "hr8516-119", "event_summary": "American Leadership in AI Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-23_G000583_AMD", "transaction_date": "2026-04-23", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": 0.5786, "abnormal_return_60d": 0.6073, "abnormal_return_90d": 0.639, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 40.17, "bill_count": 9, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 52.83, "contract_count": 0, "correlation_count": 9, "correlation_id": "rollup__quiver_2025-12-24_C001123_BE", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 19, "engine_version": "1.2.0", "industry": "Electrical Equipment & Parts", "max_pair_score": 52.83, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 55.43, "ml_score_car": 100.0, "ml_score_distill": 55.43, "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_car": [{"contribution": 0.0544, "factor": "timing_raw"}, {"contribution": 0.0203, "factor": "jurisdiction_raw"}, {"contribution": 0.0073, "factor": "disclosure_lag_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"}], "party": "D", "prev_composite_score": 52.83, "score_divergence": true, "scored_at": "2026-05-31T15:51:58.137256+00:00", "sector": "Industrials", "severity_tier": "low", "ticker": "BE", "top_correlations": [{"composite_score": 52.83, "event_id": "hr7016-119", "event_summary": "No Funds for NATO Invasion Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hr7163-119", "event_summary": "PUBLIC SAFETY Act", "event_type": "bill"}, {"composite_score": 48.62, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 39.98, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 36.15, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-24_C001123_BE", "transaction_date": "2025-12-24", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.6053, "abnormal_return_60d": 0.0319, "abnormal_return_90d": -0.0958, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 39.5, "bill_count": 10, "bioguide_id": "C001123", "chamber": "House", "company_name": "", "composite_score": 65.72, "contract_count": 0, "correlation_count": 10, "correlation_id": "rollup__quiver_2025-12-15_C001123_AVAV", "correlation_type": "rollup", "disclosure_date": "2026-01-12", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 65.72, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 80.11, "ml_score_car": 63.41, "ml_score_distill": 80.11, "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"}], "ml_shap_top3_distill": [{"contribution": 4.6852, "factor": "jurisdiction_raw"}, {"contribution": 2.8938, "factor": "timing_raw"}, {"contribution": 1.3044, "factor": "trade_before_event_raw"}], "party": "D", "prev_composite_score": 65.72, "score_divergence": false, "scored_at": "2026-05-31T15:51:57.206735+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "AVAV", "top_correlations": [{"composite_score": 65.72, "event_id": "hr6915-119", "event_summary": "To prohibit the use of funds to use military force in or against Venezuela, and for other purposes.", "event_type": "bill"}, {"composite_score": 48.62, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}, {"composite_score": 41.46, "event_id": "hr6390-119", "event_summary": "Make Housing Affordable and Defend Democracy Act", "event_type": "bill"}, {"composite_score": 41.46, "event_id": "hr6391-119", "event_summary": "Save Oak Flat from Foreign Mining Act", "event_type": "bill"}, {"composite_score": 38.11, "event_id": "hr6318-119", "event_summary": "No GOUGE Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2025-12-15_C001123_AVAV", "transaction_date": "2025-12-15", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.6857, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 38.42, "bill_count": 28, "bioguide_id": "C001123", "chamber": "House", "company_name": "Advanced Micro Devices, Inc.", "composite_score": 71.39, "contract_count": 9, "correlation_count": 37, "correlation_id": "rollup__quiver_2026-04-14_C001123_AMD", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 71.39, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 65.26, "ml_score_distill": 90.85, "ml_shap_top3_car": [{"contribution": 0.0106, "factor": "jurisdiction_raw"}, {"contribution": 0.0083, "factor": "amount_raw"}, {"contribution": -0.004, "factor": "timing_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.927749+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "AMD", "top_correlations": [{"composite_score": 71.39, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 57.52, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 56.8, "event_id": "hr8563-119", "event_summary": "Investing in the American Dream Act", "event_type": "bill"}, {"composite_score": 55.51, "event_id": "hres1243-119", "event_summary": "Recognizing the significance of Asian American, Native Hawaiian, and Pacific Islander Heritage Month as an important time to celebrate the significant contributions of Asian Americans, Native Hawaiian", "event_type": "bill"}, {"composite_score": 53.41, "event_id": "hres1252-119", "event_summary": "Resolution memorializing law enforcement officers killed in the line of duty.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-14_C001123_AMD", "transaction_date": "2026-04-14", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": 0.7544, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 27.11, "bill_count": 30, "bioguide_id": "C001123", "chamber": "House", "company_name": "Flex Ltd.", "composite_score": 73.15, "contract_count": 9, "correlation_count": 39, "correlation_id": "rollup__quiver_2026-04-13_C001123_FLEX", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "Electronic Components", "max_pair_score": 73.15, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 84.44, "ml_score_distill": 93.12, "ml_shap_top3_car": [{"contribution": 0.0171, "factor": "timing_raw"}, {"contribution": 0.015, "factor": "amount_raw"}, {"contribution": 0.0115, "factor": "jurisdiction_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.940748+00:00", "sector": "Technology", "severity_tier": "medium", "ticker": "FLEX", "top_correlations": [{"composite_score": 73.15, "event_id": "SUB_2026-04-13_2601262", "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,910", "event_type": "contract"}, {"composite_score": 73.15, "event_id": "SUB_2026-04-13_2601264", "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $44,676", "event_type": "contract"}, {"composite_score": 59.11, "event_id": "SUB_2026-04-24_5500364295", "event_summary": "to LEGGETT & PLATT AEROSPACE MIDDLETOWN, LLC | $443,259", "event_type": "contract"}, {"composite_score": 55.51, "event_id": "SUB_2026-04-29_2601523", "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,137", "event_type": "contract"}, {"composite_score": 54.93, "event_id": "SUB_2026-04-30_P-00042974", "event_summary": "to CDW GOVERNMENT LLC | $46,374", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-13_C001123_FLEX", "transaction_date": "2026-04-13", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.7572, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 37.36, "bill_count": 28, "bioguide_id": "C001123", "chamber": "House", "company_name": "Datadog, Inc.", "composite_score": 70.33, "contract_count": 9, "correlation_count": 37, "correlation_id": "rollup__quiver_2026-04-14_C001123_DDOG", "correlation_type": "rollup", "disclosure_date": "2026-05-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 70.33, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 58.15, "ml_score_distill": 88.72, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": -0.005, "factor": "timing_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.937526+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "DDOG", "top_correlations": [{"composite_score": 70.33, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 55.75, "event_id": "hr8563-119", "event_summary": "Investing in the American Dream Act", "event_type": "bill"}, {"composite_score": 54.46, "event_id": "hres1243-119", "event_summary": "Recognizing the significance of Asian American, Native Hawaiian, and Pacific Islander Heritage Month as an important time to celebrate the significant contributions of Asian Americans, Native Hawaiian", "event_type": "bill"}, {"composite_score": 52.36, "event_id": "hres1252-119", "event_summary": "Resolution memorializing law enforcement officers killed in the line of duty.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-14_C001123_DDOG", "transaction_date": "2026-04-14", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": 0.9391, "abnormal_return_60d": 0.6994, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 37.44, "bill_count": 5, "bioguide_id": "B000668", "chamber": "House", "company_name": "Intel Corporation", "composite_score": 64.39, "contract_count": 9, "correlation_count": 14, "correlation_id": "rollup__quiver_2026-04-09_B000668_INTC", "correlation_type": "rollup", "disclosure_date": "2026-05-09", "disclosure_lag_days": 30, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 64.39, "member_name": "Cliff Bentz", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 100.0, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": 0.0459, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.942832+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "INTC", "top_correlations": [{"composite_score": 64.39, "event_id": "hres1169-119", "event_summary": "Honoring the 2026 Olympians and Paralympians from Oregon.", "event_type": "bill"}, {"composite_score": 53.34, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}, {"composite_score": 47.3, "event_id": "SUB_2026-04-13_2601262", "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,910", "event_type": "contract"}, {"composite_score": 47.3, "event_id": "SUB_2026-04-13_2601264", "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $44,676", "event_type": "contract"}, {"composite_score": 40.7, "event_id": "hr8132-119", "event_summary": "Bonneville Power Leadership Recruitment Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-04-09_B000668_INTC", "transaction_date": "2026-04-09", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 31.91, "bill_count": 27, "bioguide_id": "M001239", "chamber": "House", "company_name": "Dell Technologies Inc.", "composite_score": 64.39, "contract_count": 11, "correlation_count": 38, "correlation_id": "rollup__quiver_2026-06-04_M001239_DELL", "correlation_type": "rollup", "disclosure_date": "2026-06-10", "disclosure_lag_days": 6, "engine_version": "1.2.0", "industry": "Technology Hardware, Storage & Peripherals", "max_pair_score": 64.39, "member_name": "John Mcguire", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 100.0, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": 0.0459, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.157314+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "DELL", "top_correlations": [{"composite_score": 64.39, "event_id": "hr9214-119", "event_summary": "To provide for the electronic transfer of amounts from Thrift Savings Fund accounts to qualified retirement plans, and for other purposes.", "event_type": "bill"}, {"composite_score": 63.14, "event_id": "hr9237-119", "event_summary": "Take Care of America\u2019s Veterans Act", "event_type": "bill"}, {"composite_score": 54.56, "event_id": "hres1335-119", "event_summary": "Condemning actors seeking to defraud the United States Government, and expressing the sense of the House of Representatives that governmentwide fraud and improper payment prevention reforms will meani", "event_type": "bill"}, {"composite_score": 46.21, "event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_summary": "to ACCENTURE LLP | $2,690,723", "event_type": "contract"}, {"composite_score": 40.7, "event_id": "hres1320-119", "event_summary": "Calling upon all Americans on this Memorial Day, 2026, to honor the men and women of the Armed Forces who have died in the pursuit of freedom and peace.", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-06-04_M001239_DELL", "transaction_date": "2026-06-04", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 33.45, "bill_count": 17, "bioguide_id": "C001123", "chamber": "House", "company_name": "Adobe Inc.", "composite_score": 64.39, "contract_count": 11, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-05-15_C001123_ADBE", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 64.39, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 100.0, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": 0.0459, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.172149+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "ADBE", "top_correlations": [{"composite_score": 64.39, "event_id": "hr8914-119", "event_summary": "No Taxpayer-Funded Settlement Slush Funds Act of 2026", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_summary": "to ACCENTURE LLP | $2,690,723", "event_type": "contract"}, {"composite_score": 52.92, "event_id": "hr8802-119", "event_summary": "January 6th Law Enforcement Heroes Compensation Fund Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hres1357-119", "event_summary": "Acknowledging and apologizing for the mistreatment of, and discrimination against, lesbian, gay, bisexual, and transgender individuals who served the United States in the uniformed services, the Forei", "event_type": "bill"}, {"composite_score": 45.12, "event_id": "hr8707-119", "event_summary": "No Funds for Iran War Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-15_C001123_ADBE", "transaction_date": "2026-05-15", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 33.45, "bill_count": 17, "bioguide_id": "C001123", "chamber": "House", "company_name": "Advanced Micro Devices, Inc.", "composite_score": 64.39, "contract_count": 11, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-05-15_C001123_AMD", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 64.39, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 100.0, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": 0.0459, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.171332+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "AMD", "top_correlations": [{"composite_score": 64.39, "event_id": "hr8914-119", "event_summary": "No Taxpayer-Funded Settlement Slush Funds Act of 2026", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_summary": "to ACCENTURE LLP | $2,690,723", "event_type": "contract"}, {"composite_score": 52.92, "event_id": "hr8802-119", "event_summary": "January 6th Law Enforcement Heroes Compensation Fund Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hres1357-119", "event_summary": "Acknowledging and apologizing for the mistreatment of, and discrimination against, lesbian, gay, bisexual, and transgender individuals who served the United States in the uniformed services, the Forei", "event_type": "bill"}, {"composite_score": 45.12, "event_id": "hr8707-119", "event_summary": "No Funds for Iran War Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-15_C001123_AMD", "transaction_date": "2026-05-15", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 33.45, "bill_count": 17, "bioguide_id": "C001123", "chamber": "House", "company_name": "CrowdStrike Holdings, Inc.", "composite_score": 64.39, "contract_count": 11, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-05-15_C001123_CRWD", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 64.39, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 100.0, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": 0.0459, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.172956+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "CRWD", "top_correlations": [{"composite_score": 64.39, "event_id": "hr8914-119", "event_summary": "No Taxpayer-Funded Settlement Slush Funds Act of 2026", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_summary": "to ACCENTURE LLP | $2,690,723", "event_type": "contract"}, {"composite_score": 52.92, "event_id": "hr8802-119", "event_summary": "January 6th Law Enforcement Heroes Compensation Fund Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hres1357-119", "event_summary": "Acknowledging and apologizing for the mistreatment of, and discrimination against, lesbian, gay, bisexual, and transgender individuals who served the United States in the uniformed services, the Forei", "event_type": "bill"}, {"composite_score": 45.12, "event_id": "hr8707-119", "event_summary": "No Funds for Iran War Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-15_C001123_CRWD", "transaction_date": "2026-05-15", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 33.45, "bill_count": 17, "bioguide_id": "C001123", "chamber": "House", "company_name": "Palantir Technologies Inc.", "composite_score": 64.39, "contract_count": 11, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-05-15_C001123_PLTR", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 64.39, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 100.0, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": 0.0459, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.170531+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "PLTR", "top_correlations": [{"composite_score": 64.39, "event_id": "hr8914-119", "event_summary": "No Taxpayer-Funded Settlement Slush Funds Act of 2026", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_summary": "to ACCENTURE LLP | $2,690,723", "event_type": "contract"}, {"composite_score": 52.92, "event_id": "hr8802-119", "event_summary": "January 6th Law Enforcement Heroes Compensation Fund Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hres1357-119", "event_summary": "Acknowledging and apologizing for the mistreatment of, and discrimination against, lesbian, gay, bisexual, and transgender individuals who served the United States in the uniformed services, the Forei", "event_type": "bill"}, {"composite_score": 45.12, "event_id": "hr8707-119", "event_summary": "No Funds for Iran War Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-15_C001123_PLTR", "transaction_date": "2026-05-15", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 33.45, "bill_count": 17, "bioguide_id": "C001123", "chamber": "House", "company_name": "Trimble Inc.", "composite_score": 64.39, "contract_count": 11, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-05-15_C001123_TRMB", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Electronic Equipment & Instruments", "max_pair_score": 64.39, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 100.0, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": 0.0459, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.174657+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "TRMB", "top_correlations": [{"composite_score": 64.39, "event_id": "hr8914-119", "event_summary": "No Taxpayer-Funded Settlement Slush Funds Act of 2026", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_summary": "to ACCENTURE LLP | $2,690,723", "event_type": "contract"}, {"composite_score": 52.92, "event_id": "hr8802-119", "event_summary": "January 6th Law Enforcement Heroes Compensation Fund Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hres1357-119", "event_summary": "Acknowledging and apologizing for the mistreatment of, and discrimination against, lesbian, gay, bisexual, and transgender individuals who served the United States in the uniformed services, the Forei", "event_type": "bill"}, {"composite_score": 45.12, "event_id": "hr8707-119", "event_summary": "No Funds for Iran War Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-15_C001123_TRMB", "transaction_date": "2026-05-15", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 33.45, "bill_count": 17, "bioguide_id": "C001123", "chamber": "House", "company_name": "Tyler Technologies, Inc.", "composite_score": 64.39, "contract_count": 11, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-05-15_C001123_TYL", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Application Software", "max_pair_score": 64.39, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 100.0, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": 0.0459, "factor": "timing_raw"}, {"contribution": 0.013, "factor": "jurisdiction_raw"}, {"contribution": 0.0082, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.5435, "factor": "jurisdiction_raw"}, {"contribution": -1.2767, "factor": "disclosure_lag_raw"}, {"contribution": 1.2072, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.169726+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "TYL", "top_correlations": [{"composite_score": 64.39, "event_id": "hr8914-119", "event_summary": "No Taxpayer-Funded Settlement Slush Funds Act of 2026", "event_type": "bill"}, {"composite_score": 56.47, "event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_summary": "to ACCENTURE LLP | $2,690,723", "event_type": "contract"}, {"composite_score": 52.92, "event_id": "hr8802-119", "event_summary": "January 6th Law Enforcement Heroes Compensation Fund Act", "event_type": "bill"}, {"composite_score": 49.83, "event_id": "hres1357-119", "event_summary": "Acknowledging and apologizing for the mistreatment of, and discrimination against, lesbian, gay, bisexual, and transgender individuals who served the United States in the uniformed services, the Forei", "event_type": "bill"}, {"composite_score": 45.12, "event_id": "hr8707-119", "event_summary": "No Funds for Iran War Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-15_C001123_TYL", "transaction_date": "2026-05-15", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 33.66, "bill_count": 17, "bioguide_id": "C001123", "chamber": "House", "company_name": "Advanced Micro Devices, Inc.", "composite_score": 63.14, "contract_count": 11, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-05-14_C001123_AMD", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "Semiconductors", "max_pair_score": 63.14, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 56.91, "ml_score_distill": 74.96, "ml_shap_top3_car": [{"contribution": -0.0138, "factor": "timing_raw"}, {"contribution": 0.0077, "factor": "jurisdiction_raw"}, {"contribution": 0.0064, "factor": "disclosure_lag_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.181461+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "AMD", "top_correlations": [{"composite_score": 63.14, "event_id": "hr8914-119", "event_summary": "No Taxpayer-Funded Settlement Slush Funds Act of 2026", "event_type": "bill"}, {"composite_score": 55.75, "event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_summary": "to ACCENTURE LLP | $2,690,723", "event_type": "contract"}, {"composite_score": 54.56, "event_id": "hr8802-119", "event_summary": "January 6th Law Enforcement Heroes Compensation Fund Act", "event_type": "bill"}, {"composite_score": 49.56, "event_id": "hres1357-119", "event_summary": "Acknowledging and apologizing for the mistreatment of, and discrimination against, lesbian, gay, bisexual, and transgender individuals who served the United States in the uniformed services, the Forei", "event_type": "bill"}, {"composite_score": 46.21, "event_id": "hr8707-119", "event_summary": "No Funds for Iran War Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-14_C001123_AMD", "transaction_date": "2026-05-14", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 34.36, "bill_count": 6, "bioguide_id": "C001123", "chamber": "House", "company_name": "Tesla, Inc.", "composite_score": 57.23, "contract_count": 1, "correlation_count": 7, "correlation_id": "rollup__quiver_2026-05-29_C001123_TSLA", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 10, "engine_version": "1.2.0", "industry": "Automobile Manufacturers", "max_pair_score": 57.23, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 55.37, "ml_score_distill": 60.14, "ml_shap_top3_car": [{"contribution": -0.0135, "factor": "timing_raw"}, {"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0072, "factor": "disclosure_lag_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.159111+00:00", "sector": "Consumer Discretionary", "severity_tier": "low", "ticker": "TSLA", "top_correlations": [{"composite_score": 57.23, "event_id": "hr5408-119", "event_summary": "Faster Labor Contracts Act", "event_type": "bill"}, {"composite_score": 34.66, "event_id": "hr8654-119", "event_summary": "Afterschool for All Act", "event_type": "bill"}, {"composite_score": 33.08, "event_id": "hr8563-119", "event_summary": "Investing in the American Dream Act", "event_type": "bill"}, {"composite_score": 31.32, "event_id": "hr7613-119", "event_summary": "ALERT Act", "event_type": "bill"}, {"composite_score": 31.32, "event_id": "hr7977-119", "event_summary": "Energy Bills Relief Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-29_C001123_TSLA", "transaction_date": "2026-05-29", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 37.86, "bill_count": 14, "bioguide_id": "C001123", "chamber": "House", "company_name": "Verisk Analytics, Inc.", "composite_score": 67.16, "contract_count": 25, "correlation_count": 39, "correlation_id": "rollup__quiver_2026-05-15_C001123_VRSK", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Research & Consulting Services", "max_pair_score": 67.16, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 63.41, "ml_score_distill": 82.19, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.0054, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.175738+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "VRSK", "top_correlations": [{"composite_score": 67.16, "event_id": "SUB_2026-05-18_27HAL00700", "event_summary": "to ETS-LINDGREN INC | $66,020", "event_type": "contract"}, {"composite_score": 63.14, "event_id": "SUB_2026-05-21_D26P000865", "event_summary": "to THE BOEING COMPANY | $152,929", "event_type": "contract"}, {"composite_score": 54.56, "event_id": "hres1291-119", "event_summary": "Expressing support for the recognition of May 3 through May 9, 2026, as Wildfire Preparedness Week, the national event educating the public on fire safety and preparedness, and supporting the goals of", "event_type": "bill"}, {"composite_score": 50.43, "event_id": "SUB_2026-06-09_5500375959", "event_summary": "to TRIANGLE ENGINEERING CORP. | $389,508", "event_type": "contract"}, {"composite_score": 50.12, "event_id": "SUB_2026-06-10_51114105", "event_summary": "to HONEYWELL SECURITY AMERICAS LLC | $118,114", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-15_C001123_VRSK", "transaction_date": "2026-05-15", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 38.0, "bill_count": 14, "bioguide_id": "C001123", "chamber": "House", "company_name": "CSW Industrials, Inc.", "composite_score": 72.1, "contract_count": 25, "correlation_count": 39, "correlation_id": "rollup__quiver_2026-05-18_C001123_CSW", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 21, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 72.1, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.166830+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "CSW", "top_correlations": [{"composite_score": 72.1, "event_id": "SUB_2026-05-18_27HAL00700", "event_summary": "to ETS-LINDGREN INC | $66,020", "event_type": "contract"}, {"composite_score": 67.16, "event_id": "SUB_2026-05-21_D26P000865", "event_summary": "to THE BOEING COMPANY | $152,929", "event_type": "contract"}, {"composite_score": 51.5, "event_id": "SUB_2026-06-09_5500375959", "event_summary": "to TRIANGLE ENGINEERING CORP. | $389,508", "event_type": "contract"}, {"composite_score": 51.12, "event_id": "SUB_2026-06-10_51114105", "event_summary": "to HONEYWELL SECURITY AMERICAS LLC | $118,114", "event_type": "contract"}, {"composite_score": 51.12, "event_id": "hr5408-119", "event_summary": "Faster Labor Contracts Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-18_C001123_CSW", "transaction_date": "2026-05-18", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 38.81, "bill_count": 14, "bioguide_id": "C001123", "chamber": "House", "company_name": "Ducommun Incorporated", "composite_score": 75.05, "contract_count": 25, "correlation_count": 39, "correlation_id": "rollup__quiver_2026-05-18_C001123_DCO", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 21, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 75.05, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 0.0, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": -0.0687, "factor": "jurisdiction_raw"}, {"contribution": -0.0195, "factor": "timing_raw"}, {"contribution": 0.0075, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 12.6567, "factor": "jurisdiction_raw"}, {"contribution": 4.4647, "factor": "timing_raw"}, {"contribution": 1.401, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.167869+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "DCO", "top_correlations": [{"composite_score": 75.05, "event_id": "SUB_2026-05-21_D26P000865", "event_summary": "to THE BOEING COMPANY | $152,929", "event_type": "contract"}, {"composite_score": 72.1, "event_id": "SUB_2026-05-18_27HAL00700", "event_summary": "to ETS-LINDGREN INC | $66,020", "event_type": "contract"}, {"composite_score": 51.5, "event_id": "SUB_2026-06-09_5500375959", "event_summary": "to TRIANGLE ENGINEERING CORP. | $389,508", "event_type": "contract"}, {"composite_score": 51.12, "event_id": "SUB_2026-06-10_51114105", "event_summary": "to HONEYWELL SECURITY AMERICAS LLC | $118,114", "event_type": "contract"}, {"composite_score": 51.12, "event_id": "hr5408-119", "event_summary": "Faster Labor Contracts Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-18_C001123_DCO", "transaction_date": "2026-05-18", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 38.81, "bill_count": 14, "bioguide_id": "C001123", "chamber": "House", "company_name": "Rheinmetall AG", "composite_score": 75.05, "contract_count": 25, "correlation_count": 39, "correlation_id": "rollup__quiver_2026-05-18_C001123_RNMBF", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 21, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 75.05, "member_name": "Gilbert Cisneros", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 0.0, "ml_score_distill": 100.0, "ml_shap_top3_car": [{"contribution": -0.0687, "factor": "jurisdiction_raw"}, {"contribution": -0.0195, "factor": "timing_raw"}, {"contribution": 0.0075, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 12.6567, "factor": "jurisdiction_raw"}, {"contribution": 4.4647, "factor": "timing_raw"}, {"contribution": 1.401, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.165777+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "RNMBF", "top_correlations": [{"composite_score": 75.05, "event_id": "SUB_2026-05-21_D26P000865", "event_summary": "to THE BOEING COMPANY | $152,929", "event_type": "contract"}, {"composite_score": 72.1, "event_id": "SUB_2026-05-18_27HAL00700", "event_summary": "to ETS-LINDGREN INC | $66,020", "event_type": "contract"}, {"composite_score": 51.5, "event_id": "SUB_2026-06-09_5500375959", "event_summary": "to TRIANGLE ENGINEERING CORP. | $389,508", "event_type": "contract"}, {"composite_score": 51.12, "event_id": "SUB_2026-06-10_51114105", "event_summary": "to HONEYWELL SECURITY AMERICAS LLC | $118,114", "event_type": "contract"}, {"composite_score": 51.12, "event_id": "hr5408-119", "event_summary": "Faster Labor Contracts Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-18_C001123_RNMBF", "transaction_date": "2026-05-18", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 39.03, "bill_count": 16, "bioguide_id": "C001123", "chamber": "House", "company_name": "THALES", "composite_score": 67.16, "contract_count": 25, "correlation_count": 41, "correlation_id": "rollup__quiver_2026-05-11_C001123_THLEF", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 28, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 67.16, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 63.41, "ml_score_distill": 82.19, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.0054, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.187956+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "THLEF", "top_correlations": [{"composite_score": 67.16, "event_id": "hres1291-119", "event_summary": "Expressing support for the recognition of May 3 through May 9, 2026, as Wildfire Preparedness Week, the national event educating the public on fire safety and preparedness, and supporting the goals of", "event_type": "bill"}, {"composite_score": 66.83, "event_id": "SUB_2026-05-21_D26P000865", "event_summary": "to THE BOEING COMPANY | $152,929", "event_type": "contract"}, {"composite_score": 61.98, "event_id": "SUB_2026-05-18_27HAL00700", "event_summary": "to ETS-LINDGREN INC | $66,020", "event_type": "contract"}, {"composite_score": 49.95, "event_id": "hr8707-119", "event_summary": "No Funds for Iran War Act", "event_type": "bill"}, {"composite_score": 49.36, "event_id": "SUB_2026-04-29_D26P000645", "event_summary": "to THE BOEING COMPANY | $130,791", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-11_C001123_THLEF", "transaction_date": "2026-05-11", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 39.03, "bill_count": 16, "bioguide_id": "T000490", "chamber": "House", "company_name": "Parker-Hannifin Corporation", "composite_score": 67.16, "contract_count": 25, "correlation_count": 41, "correlation_id": "rollup__quiver_2026-05-15_T000490_PH", "correlation_type": "rollup", "disclosure_date": "2026-05-28", "disclosure_lag_days": 13, "engine_version": "1.2.0", "industry": "Specialty Industrial Machinery", "max_pair_score": 67.16, "member_name": "David J. Taylor", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 63.41, "ml_score_distill": 82.19, "ml_shap_top3_car": [{"contribution": 0.0099, "factor": "jurisdiction_raw"}, {"contribution": 0.0054, "factor": "amount_raw"}, {"contribution": 0.0022, "factor": "multiple_signals_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"}], "party": "R", "scored_at": "2026-06-15T01:02:25.179475+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "PH", "top_correlations": [{"composite_score": 67.16, "event_id": "SUB_2026-05-18_27HAL00700", "event_summary": "to ETS-LINDGREN INC | $66,020", "event_type": "contract"}, {"composite_score": 64.39, "event_id": "hr8944-119", "event_summary": "Housing Regulatory Clarity Act of 2026", "event_type": "bill"}, {"composite_score": 63.14, "event_id": "SUB_2026-05-21_D26P000865", "event_summary": "to THE BOEING COMPANY | $152,929", "event_type": "contract"}, {"composite_score": 54.56, "event_id": "hr1346-119", "event_summary": "Nationwide Consumer and Fuel Retailer Choice Act of 2025", "event_type": "bill"}, {"composite_score": 53.34, "event_id": "hr1041-119", "event_summary": "Veterans 2nd Amendment Protection Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-15_T000490_PH", "transaction_date": "2026-05-15", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 39.07, "bill_count": 30, "bioguide_id": "C001055", "chamber": "House", "company_name": "Apple Inc.", "composite_score": 72.1, "contract_count": 11, "correlation_count": 41, "correlation_id": "rollup__quiver_2026-05-14_C001055_AAPL", "correlation_type": "rollup", "disclosure_date": "2026-05-31", "disclosure_lag_days": 17, "engine_version": "1.2.0", "industry": "Technology Hardware, Storage & Peripherals", "max_pair_score": 72.1, "member_name": "Ed Case", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.180641+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "AAPL", "top_correlations": [{"composite_score": 72.1, "event_id": "hr8831-119", "event_summary": "Protecting Our Democracy Act", "event_type": "bill"}, {"composite_score": 70.33, "event_id": "hr8848-119", "event_summary": "National Guard Relief Act", "event_type": "bill"}, {"composite_score": 63.14, "event_id": "hr8945-119", "event_summary": "To designate the facility of the United States Postal Service located at 86-014 Farrington Highway in Wai'anae, Hawai'i, as the \"U.S Representative Colleen Hanabusa Post Office Building\".", "event_type": "bill"}, {"composite_score": 63.14, "event_id": "hr8914-119", "event_summary": "No Taxpayer-Funded Settlement Slush Funds Act of 2026", "event_type": "bill"}, {"composite_score": 60.89, "event_id": "hr9013-119", "event_summary": "Fireworks Trafficking and Money Laundering Prevention Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-14_C001055_AAPL", "transaction_date": "2026-05-14", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 1001, "amount_range": "1001.0", "avg_pair_score": 39.81, "bill_count": 79, "bioguide_id": "G000583", "chamber": "House", "company_name": "Palo Alto Networks, Inc.", "composite_score": 72.1, "contract_count": 11, "correlation_count": 90, "correlation_id": "rollup__quiver_2026-05-14_G000583_PANW", "correlation_type": "rollup", "disclosure_date": "2026-06-03", "disclosure_lag_days": 20, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 72.1, "member_name": "Josh Gottheimer", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 61.97, "ml_score_distill": 90.59, "ml_shap_top3_car": [{"contribution": 0.0101, "factor": "jurisdiction_raw"}, {"contribution": 0.0056, "factor": "timing_raw"}, {"contribution": -0.0027, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 7.4535, "factor": "timing_raw"}, {"contribution": 4.9863, "factor": "jurisdiction_raw"}, {"contribution": 1.3243, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.186340+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "PANW", "top_correlations": [{"composite_score": 72.1, "event_id": "hr8807-119", "event_summary": "Maternal Health Pandemic Response Act", "event_type": "bill"}, {"composite_score": 72.1, "event_id": "hr8819-119", "event_summary": "To require Federal agencies to use the Artificial Intelligence Risk Management Framework developed by the National Institute of Standards and Technology with respect to the use of artificial intellige", "event_type": "bill"}, {"composite_score": 72.1, "event_id": "hr8839-119", "event_summary": "Lainie Jones Comprehensive Cancer Survivorship Act of 2026", "event_type": "bill"}, {"composite_score": 72.1, "event_id": "hr8813-119", "event_summary": "Supporting Survivors from Faith-based Communities Act", "event_type": "bill"}, {"composite_score": 70.33, "event_id": "hr8857-119", "event_summary": "Next GEN Act of 2026", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-14_G000583_PANW", "transaction_date": "2026-05-14", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 18.61, "bill_count": 21, "bioguide_id": "W000798", "chamber": "House", "company_name": "FS Specialty Lending Fund", "composite_score": 42.51, "contract_count": 0, "correlation_count": 21, "correlation_id": "rollup__quiver_2026-06-01_W000798_FSSL", "correlation_type": "rollup", "disclosure_date": "2026-06-03", "disclosure_lag_days": 2, "engine_version": "1.2.0", "industry": "", "max_pair_score": 42.51, "member_name": "Tim Walberg", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 39.88, "ml_score_distill": 34.96, "ml_shap_top3_car": [{"contribution": -0.0202, "factor": "timing_raw"}, {"contribution": -0.0114, "factor": "jurisdiction_raw"}, {"contribution": 0.009, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": -13.5454, "factor": "jurisdiction_raw"}, {"contribution": -2.6133, "factor": "timing_raw"}, {"contribution": 2.0659, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.157951+00:00", "sector": "", "severity_tier": "low", "ticker": "FSSL", "top_correlations": [{"composite_score": 42.51, "event_id": "hr9250-119", "event_summary": "To modernize and maintain the National Park Service, the United States Fish and Wildlife Service, the Bureau of Land Management, the Forest Service, and the Bureau of Indian Education in celebration o", "event_type": "bill"}, {"composite_score": 25.8, "event_id": "hres1320-119", "event_summary": "Calling upon all Americans on this Memorial Day, 2026, to honor the men and women of the Armed Forces who have died in the pursuit of freedom and peace.", "event_type": "bill"}, {"composite_score": 24.91, "event_id": "hr8999-119", "event_summary": "To designate the facility of the United States Postal Service located at 324 Washington Avenue, Suite 1 in Grand Haven, Michigan, as the \"Ell Thomas Simantz Post Office Building\".", "event_type": "bill"}, {"composite_score": 24.91, "event_id": "hr1993-119", "event_summary": "25th Anniversary of 9/11 Commemorative Coin Act", "event_type": "bill"}, {"composite_score": 24.91, "event_id": "hr2616-119", "event_summary": "Stopping Indoctrination and Protecting Kids Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-06-01_W000798_FSSL", "transaction_date": "2026-06-01", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 18.73, "bill_count": 2, "bioguide_id": "G000359", "chamber": "Senate", "company_name": "", "composite_score": 27.72, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2025-12-17_G000359_BSCP", "correlation_type": "rollup", "disclosure_date": "2026-01-06", "disclosure_lag_days": 20, "engine_version": "1.2.0", "industry": "", "max_pair_score": 27.72, "member_name": "Lindsey Graham", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.0, "ml_score_car": 3.57, "ml_score_distill": 0.0, "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_car": [{"contribution": -0.0371, "factor": "multiple_signals_raw"}, {"contribution": -0.027, "factor": "timing_raw"}, {"contribution": -0.0137, "factor": "jurisdiction_raw"}], "ml_shap_top3_distill": [{"contribution": -20.0251, "factor": "timing_raw"}, {"contribution": -16.6457, "factor": "jurisdiction_raw"}, {"contribution": -6.7342, "factor": "multiple_signals_raw"}], "party": "R", "prev_composite_score": 27.72, "score_divergence": false, "scored_at": "2026-05-31T15:51:57.441420+00:00", "sector": "", "severity_tier": "low", "ticker": "BSCP", "top_correlations": [{"composite_score": 27.72, "event_id": "s3674-119", "event_summary": "SCAM Act", "event_type": "bill"}, {"composite_score": 9.74, "event_id": "s3082-119", "event_summary": "American Shores Protection Act of 2025", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-17_G000359_BSCP", "transaction_date": "2025-12-17", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 18.86, "bill_count": 2, "bioguide_id": "G000359", "chamber": "Senate", "company_name": "", "composite_score": 27.97, "contract_count": 0, "correlation_count": 2, "correlation_id": "rollup__quiver_2025-12-18_G000359_IBDQ", "correlation_type": "rollup", "disclosure_date": "2026-01-06", "disclosure_lag_days": 19, "engine_version": "1.2.0", "industry": "", "max_pair_score": 27.97, "member_name": "Lindsey Graham", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score": 0.0, "ml_score_car": 22.92, "ml_score_distill": 0.0, "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_car": [{"contribution": -0.0371, "factor": "multiple_signals_raw"}, {"contribution": -0.0091, "factor": "timing_raw"}, {"contribution": 0.0077, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": -20.6051, "factor": "timing_raw"}, {"contribution": -16.7314, "factor": "jurisdiction_raw"}, {"contribution": -6.2915, "factor": "multiple_signals_raw"}], "party": "R", "prev_composite_score": 27.97, "score_divergence": false, "scored_at": "2026-05-31T15:51:57.539929+00:00", "sector": "", "severity_tier": "low", "ticker": "IBDQ", "top_correlations": [{"composite_score": 27.97, "event_id": "s3674-119", "event_summary": "SCAM Act", "event_type": "bill"}, {"composite_score": 9.74, "event_id": "s3082-119", "event_summary": "American Shores Protection Act of 2025", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2025-12-18_G000359_IBDQ", "transaction_date": "2025-12-18", "transaction_type": "sale_full", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 22.33, "bill_count": 51, "bioguide_id": "S001214", "chamber": "House", "company_name": "", "composite_score": 45.77, "contract_count": 0, "correlation_count": 51, "correlation_id": "rollup__quiver_2026-04-08_S001214_UNKNOWN", "correlation_type": "rollup", "disclosure_date": "2026-04-14", "disclosure_lag_days": 6, "engine_version": "1.2.0", "industry": "", "max_pair_score": 45.77, "member_name": "Greg Steube", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 39.88, "ml_score_distill": 44.57, "ml_shap_top3_car": [{"contribution": -0.0202, "factor": "timing_raw"}, {"contribution": -0.0118, "factor": "jurisdiction_raw"}, {"contribution": 0.009, "factor": "disclosure_lag_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"}], "party": "R", "scored_at": "2026-06-15T01:02:25.952247+00:00", "sector": "", "severity_tier": "low", "ticker": null, "top_correlations": [{"composite_score": 45.77, "event_id": "hr8280-119", "event_summary": "SEPTIC Act", "event_type": "bill"}, {"composite_score": 44.61, "event_id": "hr8295-119", "event_summary": "Protecting Families from Fertility Fraud Act of 2026", "event_type": "bill"}, {"composite_score": 44.61, "event_id": "hr8314-119", "event_summary": "OPTIONS Act", "event_type": "bill"}, {"composite_score": 43.52, "event_id": "hr8341-119", "event_summary": "DEPORT Act of 2026", "event_type": "bill"}, {"composite_score": 39.86, "event_id": "hr8374-119", "event_summary": "Equal Treatment for Farmers Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-04-08_S001214_UNKNOWN", "transaction_date": "2026-04-08", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 23.16, "bill_count": 17, "bioguide_id": "C001123", "chamber": "House", "company_name": "Workday, Inc.", "composite_score": 52.44, "contract_count": 11, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-05-29_C001123_WDAY", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 10, "engine_version": "1.2.0", "industry": "Software - Application", "max_pair_score": 52.44, "member_name": "Gilbert Cisneros", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 59.42, "ml_score_distill": 55.77, "ml_shap_top3_car": [{"contribution": -0.0109, "factor": "timing_raw"}, {"contribution": 0.0108, "factor": "jurisdiction_raw"}, {"contribution": 0.0042, "factor": "trade_before_event_raw"}], "ml_shap_top3_distill": [{"contribution": -12.8727, "factor": "trade_before_event_raw"}, {"contribution": 4.9576, "factor": "jurisdiction_raw"}, {"contribution": 4.257, "factor": "timing_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.158866+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "WDAY", "top_correlations": [{"composite_score": 52.44, "event_id": "SUB_2026-05-26_51109238", "event_summary": "to CDW GOVERNMENT LLC | $78,975", "event_type": "contract"}, {"composite_score": 39.09, "event_id": "hres1357-119", "event_summary": "Acknowledging and apologizing for the mistreatment of, and discrimination against, lesbian, gay, bisexual, and transgender individuals who served the United States in the uniformed services, the Forei", "event_type": "bill"}, {"composite_score": 37.19, "event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_summary": "to ACCENTURE LLP | $2,690,723", "event_type": "contract"}, {"composite_score": 34.59, "event_id": "SUB_2026-04-30_P-00042974", "event_summary": "to CDW GOVERNMENT LLC | $46,374", "event_type": "contract"}, {"composite_score": 34.35, "event_id": "SUB_2026-04-29_2601523", "event_summary": "to GENESIS FIBER OPTIC SPLICING INC | $42,137", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-29_C001123_WDAY", "transaction_date": "2026-05-29", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 30.43, "bill_count": 4, "bioguide_id": "L000566", "chamber": "House", "company_name": "Farmers & Merchants Bancorp, In", "composite_score": 41.75, "contract_count": 8, "correlation_count": 12, "correlation_id": "rollup__quiver_2026-06-04_L000566_FMAO", "correlation_type": "rollup", "disclosure_date": "2026-06-05", "disclosure_lag_days": 1, "engine_version": "1.2.0", "industry": "Banks - Regional", "max_pair_score": 41.75, "member_name": "Robert E. Latta", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 79.54, "ml_score_distill": 37.32, "ml_shap_top3_car": [{"contribution": 0.0132, "factor": "jurisdiction_raw"}, {"contribution": 0.0107, "factor": "amount_raw"}, {"contribution": 0.0066, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": -11.5395, "factor": "trade_before_event_raw"}, {"contribution": -6.3414, "factor": "timing_raw"}, {"contribution": 4.9227, "factor": "jurisdiction_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.156213+00:00", "sector": "Financial Services", "severity_tier": "low", "ticker": "FMAO", "top_correlations": [{"composite_score": 41.75, "event_id": "SUB_2026-05-22_2372", "event_summary": "to INTERVIZUM, L.L.C. | $1,655,731", "event_type": "contract"}, {"composite_score": 41.75, "event_id": "SUB_2026-05-22_3850", "event_summary": "to INTERVIZUM, L.L.C. | $781,607", "event_type": "contract"}, {"composite_score": 40.85, "event_id": "SUB_2026-04-27_5500371963", "event_summary": "to BMT AEROSPACE USA, INC | $947,232", "event_type": "contract"}, {"composite_score": 40.85, "event_id": "SUB_2026-04-27_550037189U1", "event_summary": "to BMT AEROSPACE USA, INC | $335,551", "event_type": "contract"}, {"composite_score": 37.2, "event_id": "SUB_2026-05-14_MSA #82024 / TO 80", "event_summary": "to EFR ENVIRONMENTAL SERVICES INC. | $47,250", "event_type": "contract"}], "trade_direction": "buy", "trade_id": "quiver_2026-06-04_L000566_FMAO", "transaction_date": "2026-06-04", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 35.35, "bill_count": 17, "bioguide_id": "C001123", "chamber": "House", "company_name": "International Business Machines Corporation", "composite_score": 65.44, "contract_count": 11, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-05-15_C001123_IBM", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "IT Consulting & Other Services", "max_pair_score": 65.44, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 81.82, "ml_score_distill": 76.6, "ml_shap_top3_car": [{"contribution": 0.0279, "factor": "timing_raw"}, {"contribution": 0.0144, "factor": "jurisdiction_raw"}, {"contribution": -0.0036, "factor": "amount_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.173818+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "IBM", "top_correlations": [{"composite_score": 65.44, "event_id": "hr8914-119", "event_summary": "No Taxpayer-Funded Settlement Slush Funds Act of 2026", "event_type": "bill"}, {"composite_score": 65.41, "event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_summary": "to ACCENTURE LLP | $2,690,723", "event_type": "contract"}, {"composite_score": 53.97, "event_id": "hr8802-119", "event_summary": "January 6th Law Enforcement Heroes Compensation Fund Act", "event_type": "bill"}, {"composite_score": 50.88, "event_id": "hres1357-119", "event_summary": "Acknowledging and apologizing for the mistreatment of, and discrimination against, lesbian, gay, bisexual, and transgender individuals who served the United States in the uniformed services, the Forei", "event_type": "bill"}, {"composite_score": 46.52, "event_id": "SUB_2026-04-27_N000588410 MOD 1", "event_summary": "to ACCENTURE FEDERAL SERVICES LLC | $282,451", "event_type": "contract"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-15_C001123_IBM", "transaction_date": "2026-05-15", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 36.96, "bill_count": 19, "bioguide_id": "S000168", "chamber": "House", "company_name": "International Business Machines Corporation", "composite_score": 70.93, "contract_count": 11, "correlation_count": 30, "correlation_id": "rollup__quiver_2026-05-21_S000168_IBM", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 18, "engine_version": "1.2.0", "industry": "IT Consulting & Other Services", "max_pair_score": 70.93, "member_name": "Maria Elvira Salazar", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 0.0, "ml_score_distill": 90.07, "ml_shap_top3_car": [{"contribution": -0.0615, "factor": "jurisdiction_raw"}, {"contribution": -0.0179, "factor": "timing_raw"}, {"contribution": -0.0131, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 12.2791, "factor": "jurisdiction_raw"}, {"contribution": 1.3346, "factor": "trade_before_event_raw"}, {"contribution": -0.9755, "factor": "timing_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.160659+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "IBM", "top_correlations": [{"composite_score": 70.93, "event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_summary": "to ACCENTURE LLP | $2,690,723", "event_type": "contract"}, {"composite_score": 58.29, "event_id": "hr9094-119", "event_summary": "Florida Freeze Disaster Assistance Act of 2026", "event_type": "bill"}, {"composite_score": 55.62, "event_id": "hr8915-119", "event_summary": "NO FAKES Act of 2026", "event_type": "bill"}, {"composite_score": 53.88, "event_id": "hr9211-119", "event_summary": "To strengthen Federal efforts to counter antisemitism in the United States and protect the Jewish community.", "event_type": "bill"}, {"composite_score": 53.88, "event_id": "hr9214-119", "event_summary": "To provide for the electronic transfer of amounts from Thrift Savings Fund accounts to qualified retirement plans, and for other purposes.", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-21_S000168_IBM", "transaction_date": "2026-05-21", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 37.44, "bill_count": 9, "bioguide_id": "A000148", "chamber": "House", "company_name": "State Street Corporation", "composite_score": 74.67, "contract_count": 10, "correlation_count": 19, "correlation_id": "rollup__quiver_2026-05-18_A000148_STT", "correlation_type": "rollup", "disclosure_date": "2026-05-22", "disclosure_lag_days": 4, "engine_version": "1.2.0", "industry": "Asset Management", "max_pair_score": 74.67, "member_name": "Jake Auchincloss", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 4.79, "ml_score_distill": 98.12, "ml_shap_top3_car": [{"contribution": -0.0608, "factor": "jurisdiction_raw"}, {"contribution": -0.0094, "factor": "amount_raw"}, {"contribution": -0.0028, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": 12.1323, "factor": "jurisdiction_raw"}, {"contribution": 3.1221, "factor": "timing_raw"}, {"contribution": 1.3965, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.164735+00:00", "sector": "Financial Services", "severity_tier": "medium", "ticker": "STT", "top_correlations": [{"composite_score": 74.67, "event_id": "SUB_2026-05-22_2372", "event_summary": "to INTERVIZUM, L.L.C. | $1,655,731", "event_type": "contract"}, {"composite_score": 74.67, "event_id": "SUB_2026-05-22_3850", "event_summary": "to INTERVIZUM, L.L.C. | $781,607", "event_type": "contract"}, {"composite_score": 58.9, "event_id": "SUB_2026-05-14_MSA #82024 / TO 80", "event_summary": "to EFR ENVIRONMENTAL SERVICES INC. | $47,250", "event_type": "contract"}, {"composite_score": 57.57, "event_id": "SUB_2026-05-13_D26P000792", "event_summary": "to AVIATRIX INC | $124,760", "event_type": "contract"}, {"composite_score": 49.79, "event_id": "hr1993-119", "event_summary": "25th Anniversary of 9/11 Commemorative Coin Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-18_A000148_STT", "transaction_date": "2026-05-18", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 37.59, "bill_count": 24, "bioguide_id": "M001245", "chamber": "House", "company_name": "Pinterest, Inc.", "composite_score": 63.03, "contract_count": 0, "correlation_count": 24, "correlation_id": "rollup__quiver_2026-05-28_M001245_PINS", "correlation_type": "rollup", "disclosure_date": "2026-06-01", "disclosure_lag_days": 4, "engine_version": "1.2.0", "industry": "Internet Content & Information", "max_pair_score": 63.03, "member_name": "Christian D. Menefee", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 50.82, "ml_score_distill": 75.23, "ml_shap_top3_car": [{"contribution": -0.0233, "factor": "timing_raw"}, {"contribution": 0.0097, "factor": "jurisdiction_raw"}, {"contribution": 0.0079, "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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.159817+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "PINS", "top_correlations": [{"composite_score": 63.03, "event_id": "hres1342-119", "event_summary": "Expressing support for the designation of June 5, 2026, as \"National Gun Violence Awareness Day\" and June 2026 as \"National Gun Violence Awareness Month\".", "event_type": "bill"}, {"composite_score": 56.8, "event_id": "hres1361-119", "event_summary": "Expressing support for the recognition of July 3 through July 10, 2026, as \"National Extreme Heat Awareness Week\", a national event educating the public on the dangers of extreme heat and the risks of", "event_type": "bill"}, {"composite_score": 47.26, "event_id": "hr8968-119", "event_summary": "No Presidential Self-Serving Lawsuits Act of 2026", "event_type": "bill"}, {"composite_score": 45.16, "event_id": "hr8907-119", "event_summary": "IMPACT to Save Moms Act", "event_type": "bill"}, {"composite_score": 41.75, "event_id": "hr8619-119", "event_summary": "Kimberly Vaughan Firearm Safe Storage Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-28_M001245_PINS", "transaction_date": "2026-05-28", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 38.45, "bill_count": 14, "bioguide_id": "C001123", "chamber": "House", "company_name": "Sterling Infrastructure, Inc.", "composite_score": 73.15, "contract_count": 25, "correlation_count": 39, "correlation_id": "rollup__quiver_2026-05-18_C001123_STRL", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 21, "engine_version": "1.2.0", "industry": "Engineering & Construction", "max_pair_score": 73.15, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 84.44, "ml_score_distill": 93.12, "ml_shap_top3_car": [{"contribution": 0.0171, "factor": "timing_raw"}, {"contribution": 0.015, "factor": "amount_raw"}, {"contribution": 0.0115, "factor": "jurisdiction_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.168903+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "STRL", "top_correlations": [{"composite_score": 73.15, "event_id": "SUB_2026-05-18_27HAL00700", "event_summary": "to ETS-LINDGREN INC | $66,020", "event_type": "contract"}, {"composite_score": 68.21, "event_id": "SUB_2026-05-21_D26P000865", "event_summary": "to THE BOEING COMPANY | $152,929", "event_type": "contract"}, {"composite_score": 52.56, "event_id": "SUB_2026-06-09_5500375959", "event_summary": "to TRIANGLE ENGINEERING CORP. | $389,508", "event_type": "contract"}, {"composite_score": 52.18, "event_id": "SUB_2026-06-10_51114105", "event_summary": "to HONEYWELL SECURITY AMERICAS LLC | $118,114", "event_type": "contract"}, {"composite_score": 52.18, "event_id": "hr5408-119", "event_summary": "Faster Labor Contracts Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-18_C001123_STRL", "transaction_date": "2026-05-18", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 38.8, "bill_count": 20, "bioguide_id": "M001232", "chamber": "House", "company_name": "Hubbell Inc", "composite_score": 73.15, "contract_count": 25, "correlation_count": 45, "correlation_id": "rollup__quiver_2026-05-14_M001232_HUBB", "correlation_type": "rollup", "disclosure_date": "2026-06-05", "disclosure_lag_days": 22, "engine_version": "1.2.0", "industry": "Electrical Equipment & Parts", "max_pair_score": 73.15, "member_name": "April Mcclain Delaney", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 84.44, "ml_score_distill": 93.12, "ml_shap_top3_car": [{"contribution": 0.0171, "factor": "timing_raw"}, {"contribution": 0.015, "factor": "amount_raw"}, {"contribution": 0.0115, "factor": "jurisdiction_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.183960+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "HUBB", "top_correlations": [{"composite_score": 73.15, "event_id": "hr1346-119", "event_summary": "Nationwide Consumer and Fuel Retailer Choice Act of 2025", "event_type": "bill"}, {"composite_score": 73.15, "event_id": "hr8831-119", "event_summary": "Protecting Our Democracy Act", "event_type": "bill"}, {"composite_score": 66.78, "event_id": "SUB_2026-05-18_27HAL00700", "event_summary": "to ETS-LINDGREN INC | $66,020", "event_type": "contract"}, {"composite_score": 63.03, "event_id": "SUB_2026-05-21_D26P000865", "event_summary": "to THE BOEING COMPANY | $152,929", "event_type": "contract"}, {"composite_score": 51.48, "event_id": "hr2913-119", "event_summary": "Ukraine Support Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-14_M001232_HUBB", "transaction_date": "2026-05-14", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 38.8, "bill_count": 20, "bioguide_id": "M001232", "chamber": "House", "company_name": "Quanta Services, Inc.", "composite_score": 73.15, "contract_count": 25, "correlation_count": 45, "correlation_id": "rollup__quiver_2026-05-14_M001232_PWR", "correlation_type": "rollup", "disclosure_date": "2026-06-05", "disclosure_lag_days": 22, "engine_version": "1.2.0", "industry": "Electrical Components & Equipment", "max_pair_score": 73.15, "member_name": "April Mcclain Delaney", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 84.44, "ml_score_distill": 93.12, "ml_shap_top3_car": [{"contribution": 0.0171, "factor": "timing_raw"}, {"contribution": 0.015, "factor": "amount_raw"}, {"contribution": 0.0115, "factor": "jurisdiction_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"}], "party": "D", "scored_at": "2026-06-15T01:02:25.182713+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "PWR", "top_correlations": [{"composite_score": 73.15, "event_id": "hr1346-119", "event_summary": "Nationwide Consumer and Fuel Retailer Choice Act of 2025", "event_type": "bill"}, {"composite_score": 73.15, "event_id": "hr8831-119", "event_summary": "Protecting Our Democracy Act", "event_type": "bill"}, {"composite_score": 66.78, "event_id": "SUB_2026-05-18_27HAL00700", "event_summary": "to ETS-LINDGREN INC | $66,020", "event_type": "contract"}, {"composite_score": 63.03, "event_id": "SUB_2026-05-21_D26P000865", "event_summary": "to THE BOEING COMPANY | $152,929", "event_type": "contract"}, {"composite_score": 51.48, "event_id": "hr2913-119", "event_summary": "Ukraine Support Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-14_M001232_PWR", "transaction_date": "2026-05-14", "transaction_type": "sale_partial", "triple_correlation": true}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 39.21, "bill_count": 20, "bioguide_id": "M001232", "chamber": "House", "company_name": "BWX Technologies, Inc.", "composite_score": 72.09, "contract_count": 25, "correlation_count": 45, "correlation_id": "rollup__quiver_2026-05-15_M001232_BWXT", "correlation_type": "rollup", "disclosure_date": "2026-06-05", "disclosure_lag_days": 21, "engine_version": "1.2.0", "industry": "Aerospace & Defense", "max_pair_score": 72.09, "member_name": "April Mcclain Delaney", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 7.05, "ml_score_distill": 93.02, "ml_shap_top3_car": [{"contribution": -0.0539, "factor": "jurisdiction_raw"}, {"contribution": -0.0131, "factor": "amount_raw"}, {"contribution": -0.0093, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": 11.9891, "factor": "jurisdiction_raw"}, {"contribution": 1.289, "factor": "trade_before_event_raw"}, {"contribution": -0.9817, "factor": "disclosure_lag_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.177797+00:00", "sector": "Industrials", "severity_tier": "medium", "ticker": "BWXT", "top_correlations": [{"composite_score": 72.09, "event_id": "SUB_2026-05-21_D26P000865", "event_summary": "to THE BOEING COMPANY | $152,929", "event_type": "contract"}, {"composite_score": 68.21, "event_id": "SUB_2026-05-18_27HAL00700", "event_summary": "to ETS-LINDGREN INC | $66,020", "event_type": "contract"}, {"composite_score": 55.62, "event_id": "hr1346-119", "event_summary": "Nationwide Consumer and Fuel Retailer Choice Act of 2025", "event_type": "bill"}, {"composite_score": 55.62, "event_id": "hr8831-119", "event_summary": "Protecting Our Democracy Act", "event_type": "bill"}, {"composite_score": 51.82, "event_id": "hr2913-119", "event_summary": "Ukraine Support Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-15_M001232_BWXT", "transaction_date": "2026-05-15", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 40.31, "bill_count": 20, "bioguide_id": "M001236", "chamber": "House", "company_name": "AT&T Inc.", "composite_score": 54.39, "contract_count": 0, "correlation_count": 20, "correlation_id": "rollup__quiver_2026-05-21_M001236_T", "correlation_type": "rollup", "disclosure_date": "2026-06-05", "disclosure_lag_days": 15, "engine_version": "1.2.0", "industry": "Integrated Telecommunication Services", "max_pair_score": 54.39, "member_name": "Tim Moore", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 80.03, "ml_score_distill": 60.75, "ml_shap_top3_car": [{"contribution": 0.014, "factor": "jurisdiction_raw"}, {"contribution": 0.01, "factor": "timing_raw"}, {"contribution": 0.008, "factor": "disclosure_lag_raw"}], "ml_shap_top3_distill": [{"contribution": -8.9166, "factor": "timing_raw"}, {"contribution": 5.4433, "factor": "jurisdiction_raw"}, {"contribution": 1.9116, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.161229+00:00", "sector": "Communication Services", "severity_tier": "low", "ticker": "T", "top_correlations": [{"composite_score": 54.39, "event_id": "hr9197-119", "event_summary": "To require the Secretary of Energy to study new technologies and opportunities for recycling spent nuclear fuel.", "event_type": "bill"}, {"composite_score": 54.39, "event_id": "hr9193-119", "event_summary": "To advance NASA's use of nuclear propulsion and power systems for deep space exploration, and for other purposes.", "event_type": "bill"}, {"composite_score": 52.44, "event_id": "hr5625-119", "event_summary": "Cashless Bail Reporting Act", "event_type": "bill"}, {"composite_score": 52.44, "event_id": "hr6260-119", "event_summary": "Keeping Violent Offenders Off Our Streets Act of 2025", "event_type": "bill"}, {"composite_score": 48.43, "event_id": "hr8856-119", "event_summary": "Stop Gang Violence Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-21_M001236_T", "transaction_date": "2026-05-21", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 41.42, "bill_count": 20, "bioguide_id": "T000490", "chamber": "House", "company_name": "Alphabet Inc.", "composite_score": 68.21, "contract_count": 0, "correlation_count": 20, "correlation_id": "rollup__quiver_2026-05-15_T000490_GOOGL", "correlation_type": "rollup", "disclosure_date": "2026-05-28", "disclosure_lag_days": 13, "engine_version": "1.2.0", "industry": "Interactive Media & Services", "max_pair_score": 68.21, "member_name": "David J. Taylor", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 57.33, "ml_score_distill": 83.83, "ml_shap_top3_car": [{"contribution": 0.0106, "factor": "jurisdiction_raw"}, {"contribution": -0.0097, "factor": "timing_raw"}, {"contribution": 0.0031, "factor": "amount_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"}], "party": "R", "scored_at": "2026-06-15T01:02:25.178391+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "GOOGL", "top_correlations": [{"composite_score": 68.21, "event_id": "hr5625-119", "event_summary": "Cashless Bail Reporting Act", "event_type": "bill"}, {"composite_score": 64.2, "event_id": "hres1310-119", "event_summary": "Expressing support for continued efforts to safeguard Medicare, Medicaid, and other Federal health care programs from fraud, waste, abuse, and improper payments through strengthened program integrity ", "event_type": "bill"}, {"composite_score": 55.62, "event_id": "hconres96-119", "event_summary": "Expressing support for law enforcement officers.", "event_type": "bill"}, {"composite_score": 55.62, "event_id": "hr1346-119", "event_summary": "Nationwide Consumer and Fuel Retailer Choice Act of 2025", "event_type": "bill"}, {"composite_score": 53.97, "event_id": "hr2853-119", "event_summary": "Combating Organized Retail Crime Act of 2025", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-05-15_T000490_GOOGL", "transaction_date": "2026-05-15", "transaction_type": "sale_partial", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 43.23, "bill_count": 20, "bioguide_id": "M001236", "chamber": "House", "company_name": "AT&T Inc.", "composite_score": 73.15, "contract_count": 0, "correlation_count": 20, "correlation_id": "rollup__quiver_2026-05-18_M001236_T", "correlation_type": "rollup", "disclosure_date": "2026-05-19", "disclosure_lag_days": 1, "engine_version": "1.2.0", "industry": "Integrated Telecommunication Services", "max_pair_score": 73.15, "member_name": "Tim Moore", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 84.44, "ml_score_distill": 93.12, "ml_shap_top3_car": [{"contribution": 0.0171, "factor": "timing_raw"}, {"contribution": 0.015, "factor": "amount_raw"}, {"contribution": 0.0115, "factor": "jurisdiction_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"}], "party": "R", "scored_at": "2026-06-15T01:02:25.164183+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "T", "top_correlations": [{"composite_score": 73.15, "event_id": "hr5625-119", "event_summary": "Cashless Bail Reporting Act", "event_type": "bill"}, {"composite_score": 73.15, "event_id": "hr6260-119", "event_summary": "Keeping Violent Offenders Off Our Streets Act of 2025", "event_type": "bill"}, {"composite_score": 52.97, "event_id": "hr9197-119", "event_summary": "To require the Secretary of Energy to study new technologies and opportunities for recycling spent nuclear fuel.", "event_type": "bill"}, {"composite_score": 52.97, "event_id": "hr9193-119", "event_summary": "To advance NASA's use of nuclear propulsion and power systems for deep space exploration, and for other purposes.", "event_type": "bill"}, {"composite_score": 52.44, "event_id": "hr8856-119", "event_summary": "Stop Gang Violence Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-18_M001236_T", "transaction_date": "2026-05-18", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 15001, "amount_range": "15001.0", "avg_pair_score": 46.33, "bill_count": 7, "bioguide_id": "H001082", "chamber": "House", "company_name": "Coterra Energy Inc.", "composite_score": 68.861, "contract_count": 0, "correlation_count": 7, "correlation_id": "rollup__quiver_2026-05-08_H001082_CTRA", "correlation_type": "rollup", "disclosure_date": "2026-06-02", "disclosure_lag_days": 25, "engine_version": "1.2.0", "industry": "Oil & Gas E&P", "max_pair_score": 68.861, "member_name": "Kevin Hern", "ml_agreement": "agreed", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 74.07, "ml_score_distill": 56.22, "ml_shap_top3_car": [{"contribution": 0.0109, "factor": "jurisdiction_raw"}, {"contribution": 0.0077, "factor": "disclosure_lag_raw"}, {"contribution": 0.0062, "factor": "multiple_signals_raw"}], "ml_shap_top3_distill": [{"contribution": -11.1588, "factor": "timing_raw"}, {"contribution": 5.4583, "factor": "jurisdiction_raw"}, {"contribution": 1.9157, "factor": "trade_before_event_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.191696+00:00", "sector": "Energy", "severity_tier": "medium", "ticker": "CTRA", "top_correlations": [{"composite_score": 68.861, "event_id": "hr9060-119", "event_summary": "Precious Metals Parity Act", "event_type": "bill"}, {"composite_score": 44.967, "event_id": "hres1156-119", "event_summary": "Expressing support for tax policies that support working families.", "event_type": "bill"}, {"composite_score": 42.12, "event_id": "hr8101-119", "event_summary": "Ensuring Better Interest Treatment and Deductibility Act (EBITDA)", "event_type": "bill"}, {"composite_score": 42.094, "event_id": "hr7527-119", "event_summary": "Pay Less at the Pump Act of 2026", "event_type": "bill"}, {"composite_score": 42.094, "event_id": "hr1422-119", "event_summary": "Enhanced Iran Sanctions Act of 2025", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-08_H001082_CTRA", "transaction_date": "2026-05-08", "transaction_type": "exchange", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 500001, "amount_range": "500001.0", "avg_pair_score": 45.27, "bill_count": 78, "bioguide_id": "G000583", "chamber": "House", "company_name": "Microsoft Corporation", "composite_score": 79.47, "contract_count": 11, "correlation_count": 89, "correlation_id": "rollup__quiver_2026-05-19_G000583_MSFT", "correlation_type": "rollup", "disclosure_date": "2026-06-03", "disclosure_lag_days": 15, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 79.47, "member_name": "Josh Gottheimer", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 21.84, "ml_score_distill": 94.49, "ml_shap_top3_car": [{"contribution": -0.0471, "factor": "amount_raw"}, {"contribution": 0.0121, "factor": "jurisdiction_raw"}, {"contribution": -0.0117, "factor": "timing_raw"}], "ml_shap_top3_distill": [{"contribution": 5.8919, "factor": "timing_raw"}, {"contribution": 5.4934, "factor": "jurisdiction_raw"}, {"contribution": 2.4316, "factor": "amount_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.163608+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "MSFT", "top_correlations": [{"composite_score": 79.47, "event_id": "hr8895-119", "event_summary": "No Rigged Grocery Prices Act", "event_type": "bill"}, {"composite_score": 79.47, "event_id": "hr8907-119", "event_summary": "IMPACT to Save Moms Act", "event_type": "bill"}, {"composite_score": 77.7, "event_id": "hr8927-119", "event_summary": "To amend title 18, United States Code, to prohibit the doxxing of law enforcement officers, prosecutors, and judges, and for other purposes.", "event_type": "bill"}, {"composite_score": 74.53, "event_id": "hres1320-119", "event_summary": "Calling upon all Americans on this Memorial Day, 2026, to honor the men and women of the Armed Forces who have died in the pursuit of freedom and peace.", "event_type": "bill"}, {"composite_score": 69.35, "event_id": "hr9036-119", "event_summary": "American High-Speed Rail Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-19_G000583_MSFT", "transaction_date": "2026-05-19", "transaction_type": "purchase", "triple_correlation": true}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 36.61, "bill_count": 17, "bioguide_id": "C001123", "chamber": "House", "company_name": "Microsoft Corporation", "composite_score": 67.55, "contract_count": 11, "correlation_count": 28, "correlation_id": "rollup__quiver_2026-05-15_C001123_MSFT", "correlation_type": "rollup", "disclosure_date": "2026-06-08", "disclosure_lag_days": 24, "engine_version": "1.2.0", "industry": "Systems Software", "max_pair_score": 67.55, "member_name": "Gilbert Cisneros", "ml_agreement": "high-confidence", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 72.26, "ml_score_distill": 81.85, "ml_shap_top3_car": [{"contribution": 0.0256, "factor": "timing_raw"}, {"contribution": 0.0144, "factor": "jurisdiction_raw"}, {"contribution": -0.0135, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.8065, "factor": "jurisdiction_raw"}, {"contribution": 2.1562, "factor": "amount_raw"}, {"contribution": 1.2612, "factor": "trade_before_event_raw"}], "party": "D", "scored_at": "2026-06-15T01:02:25.176555+00:00", "sector": "Information Technology", "severity_tier": "medium", "ticker": "MSFT", "top_correlations": [{"composite_score": 67.55, "event_id": "hr8914-119", "event_summary": "No Taxpayer-Funded Settlement Slush Funds Act of 2026", "event_type": "bill"}, {"composite_score": 59.62, "event_id": "SUB_2026-05-28_AFS-DOC-NTIA-TO40 - 20260211", "event_summary": "to ACCENTURE LLP | $2,690,723", "event_type": "contract"}, {"composite_score": 56.08, "event_id": "hr8802-119", "event_summary": "January 6th Law Enforcement Heroes Compensation Fund Act", "event_type": "bill"}, {"composite_score": 52.99, "event_id": "hres1357-119", "event_summary": "Acknowledging and apologizing for the mistreatment of, and discrimination against, lesbian, gay, bisexual, and transgender individuals who served the United States in the uniformed services, the Forei", "event_type": "bill"}, {"composite_score": 48.28, "event_id": "hr8707-119", "event_summary": "No Funds for Iran War Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-05-15_C001123_MSFT", "transaction_date": "2026-05-15", "transaction_type": "purchase", "triple_correlation": false}
{"abnormal_return_30d": null, "abnormal_return_60d": null, "abnormal_return_90d": null, "amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 40.27, "bill_count": 18, "bioguide_id": "M001236", "chamber": "House", "company_name": "AT&T Inc.", "composite_score": 68.88, "contract_count": 0, "correlation_count": 18, "correlation_id": "rollup__quiver_2026-06-04_M001236_T", "correlation_type": "rollup", "disclosure_date": "2026-06-05", "disclosure_lag_days": 1, "engine_version": "1.2.0", "industry": "Integrated Telecommunication Services", "max_pair_score": 68.88, "member_name": "Tim Moore", "ml_agreement": "diverged", "ml_model_version": "xgboost_cs_20260520_135530", "ml_score_car": 47.76, "ml_score_distill": 87.0, "ml_shap_top3_car": [{"contribution": -0.0111, "factor": "timing_raw"}, {"contribution": 0.01, "factor": "jurisdiction_raw"}, {"contribution": -0.007, "factor": "amount_raw"}], "ml_shap_top3_distill": [{"contribution": 4.9483, "factor": "jurisdiction_raw"}, {"contribution": 3.1092, "factor": "timing_raw"}, {"contribution": 2.1562, "factor": "amount_raw"}], "party": "R", "scored_at": "2026-06-15T01:02:25.155826+00:00", "sector": "Communication Services", "severity_tier": "medium", "ticker": "T", "top_correlations": [{"composite_score": 68.88, "event_id": "hr9197-119", "event_summary": "To require the Secretary of Energy to study new technologies and opportunities for recycling spent nuclear fuel.", "event_type": "bill"}, {"composite_score": 68.88, "event_id": "hr9193-119", "event_summary": "To advance NASA's use of nuclear propulsion and power systems for deep space exploration, and for other purposes.", "event_type": "bill"}, {"composite_score": 41.27, "event_id": "hr5625-119", "event_summary": "Cashless Bail Reporting Act", "event_type": "bill"}, {"composite_score": 41.27, "event_id": "hr6260-119", "event_summary": "Keeping Violent Offenders Off Our Streets Act of 2025", "event_type": "bill"}, {"composite_score": 39.75, "event_id": "hr8856-119", "event_summary": "Stop Gang Violence Act", "event_type": "bill"}], "trade_direction": "buy", "trade_id": "quiver_2026-06-04_M001236_T", "transaction_date": "2026-06-04", "transaction_type": "purchase", "triple_correlation": false}
{"amount_lower": 50001, "amount_range": "50001.0", "avg_pair_score": 0.0, "bill_count": 23, "bioguide_id": "C001123", "chamber": "House", "company_name": "Dayforce, Inc.", "composite_score": 0.0, "contract_count": 0, "correlation_count": 23, "correlation_id": "rollup__quiver_2026-02-05_C001123_DAY", "correlation_type": "rollup", "disclosure_date": "2026-03-09", "disclosure_lag_days": 32, "engine_version": "1.1.0", "industry": "Software - Application", "max_pair_score": 0.0, "member_name": "Gilbert Cisneros", "party": "D", "scored_at": "2026-05-06T01:27:40.842651+00:00", "sector": "Technology", "severity_tier": "low", "ticker": "DAY", "top_correlations": [{"composite_score": 0.0, "event_id": "hr5894-119", "event_summary": "RESTRAIN Act", "event_type": "bill"}, {"composite_score": 0.0, "event_id": "hr5764-119", "event_summary": "AI for Main Street Act", "event_type": "bill"}, {"composite_score": 0.0, "event_id": "hres1061-119", "event_summary": "Recognizing the cultural and historical significance of Lunar New Year in 2026.", "event_type": "bill"}, {"composite_score": 0.0, "event_id": "hr6318-119", "event_summary": "No GOUGE Act", "event_type": "bill"}, {"composite_score": 0.0, "event_id": "hr6597-119", "event_summary": "LET\u2019S Protect Workers Act", "event_type": "bill"}], "trade_direction": "sell", "trade_id": "quiver_2026-02-05_C001123_DAY", "transaction_date": "2026-02-05", "transaction_type": "sale_partial", "triple_correlation": false}