Rep. George Whitesides
Democrat · Representative, CA-27
No test fits; screening signal on anticipation of large stock moves (weaker evidence than a fit).
Scorecard
Select a test to see the estimate, interval, adjusted p-values and robustness checks.
T1Trade size6% of 35 trades were in the lowest disclosure band ($1,001-$15,000); trades just before large company-specific moves were larger than usual.Open question
Question
Are the member's trades unusually large, especially just before news?
Insider signature
Informed trades are large relative to the trader's normal activity, because the profit from an informational edge scales with position size.
Analyst note
Lowest-band share 0.057, 90% Wilson [0.019, 0.159]. Event-linked size gap Delta_z = 0.73 (within-issuer permutation p = 1.000); 0 event-linked trades with z > 3 in bands of $50,001 or more.
- Evidence
- Statistical
- Lowest-band share
- 5.7% [1.9%, 15.9%] 90%
- p-value
- 1.000
- Holm-adjusted p
- 1.000
- BH q-value
- 1.000
All computed statistics (9)
| n | 35 |
| lowest_band_share | 0.0571 |
| lowest_band_ci | [0.0191, 0.1587] |
| share_over_50k | 0.7143 |
| max_z | 1.3490 |
| size_gap | 0.7286 |
| size_gap_p | 1 |
| event_linked | 2 |
| event_linked_outliers | 0 |
T2Breadth and concentration34 different companies; the effective number of equally sized positions is 20 and trading spans 86% of maximum sector diversity.Open question
Question
Is trading concentrated in a few companies rather than spread across a diversified portfolio?
Insider signature
Informed trading concentrates in the few issuers tied to the information.
Analyst note
Dollar HHI 0.051 (identified set [0.038, 0.089]); trade-count HHI 0.030 vs. 95th percentile 0.035 of 35 random draws from all congressional trades (p = 0.722). Normalized sector entropy 0.86 [0.42, 0.89]. Top three issuers (INVA, MSFT, PG) carry at least 13% of dollar volume.
- Evidence
- Statistical
- Effective number of issuers
- 20 [11, 26] 90%
All computed statistics (13)
| n | 35 |
| issuers | 34 |
| hhi_mid | 0.0507 |
| hhi_bounds | [0.0379, 0.0886] |
| n_eff | 19.7054 |
| hhi_count | 0.0302 |
| peer_benchmark_p95 | 0.0351 |
| peer_benchmark_p | 0.7220 |
| sector_entropy | 0.8569 |
| sector_entropy_ci | [0.4241, 0.8851] |
| top3_share_lower | 0.1346 |
| top3 | [INVA, MSFT, PG] |
| top3_tied_to_events | true |
T5Direction before market-wide shocksBefore 1 large market moves, the member's net trading pointed the right way 1 times.Open question
Question
Before the market's biggest moves, did the member's trades point the right way?
Insider signature
An informed trader's trades just before a market-moving event point in the direction of the coming move.
Analyst note
Hit rate 1.00, Clopper-Pearson 90% [0.05, 1.00]; exact one-sided p = 0.500; magnitude-weighted sign-flip p = 0.508. Episodes: benchmark days beyond three rolling standard deviations with trades in the prior five trading days, plus documented episodes when supplied.
- Evidence
- Statistical
- Hit rate
- 100.0% [5.0%, 100.0%] 90%
- p-value
- 0.500
- Holm-adjusted p
- 1.000
- BH q-value
- 1.000
- Margin δ
- 10 points above a coin flip
All computed statistics (7)
| n_episodes | 1 |
| hits | 1 |
| hit_rate | 1 |
| ci | [0.0500, 1] |
| p_exact | 0.5000 |
| p_magnitude | 0.5082 |
| episodes | [[object Object]] |
T7Disclosure timeliness1 of 35 trades (2.9%) were disclosed late; median lag 30 days.Open question
Question
Were trades disclosed within the STOCK Act's 45-day limit?
Insider signature
Delayed disclosure can conceal well-timed trades.
Analyst note
Late share 0.029, Wilson [0.006, 0.118]; 90th percentile lag 30 days; longest 139 days.
- Evidence
- Descriptive
- Late share
- 2.9% [0.6%, 11.8%] 90%
All computed statistics (15)
| n | 35 |
| amendment_rows_excluded | 0 |
| late | 1 |
| late_from_trade | 1 |
| excused_by_notification | 0 |
| late_share | 0.0286 |
| late_ci | [0.0064, 0.1184] |
| median_lag | 30 |
| p90_lag | 30 |
| max_lag | 139 |
| filings | 2 |
| late_filings | 1 |
| late_priced | 1 |
| timely_priced | 32 |
| late_priced_dates | 1 |
T12Anticipation of large stock moves21 trades were followed within two weeks by a large company-specific move; 16 were on the profitable side.Screening signal
Question
When a traded stock made a large unexpected move soon after the trade, was the trade on the right side?
Insider signature
Buying shortly before a large jump or selling shortly before a large drop.
Analyst note
Hit rate 0.76, Clopper-Pearson [0.56, 0.90], exact one-sided p = 0.013; threshold |AR| > 3 sigma.
- Evidence
- Statistical
- Hit rate
- 76.2% [56.3%, 90.1%] 90%
- p-value
- 0.013
- Holm-adjusted p
- 0.080
- BH q-value
- 0.642
- Margin δ
- 10 points above a coin flip
All computed statistics (6)
| n | 21 |
| hits | 16 |
| hit_rate | 0.7619 |
| ci | [0.5630, 0.9012] |
| priced | 33 |
| share_followed | 0.6364 |
T3Cadence and event proximity33% of trading days were batches of three or more companies; 0% of trades look routine; 5.7% of trades came within five trading days before a large company-specific move (chance alone: 18.8%).Does not fit
Question
Do trades arrive in routine rebalancing batches, or sporadically just before company news?
Insider signature
Opportunistic trades carry information and routine trades do not.
Analyst note
Batch-day share 1/3, Wilson [0.08, 0.75]; index of dispersion 27.53 (chi-square p = 8.5e-18); routine share 0.00 (portfolio-routine or Cohen-Malloy-Pomorski two-year rule). Proximity share 0.057 vs. circular-shift null mean 0.188, p = 1.000.
- Evidence
- Statistical
- Batch-day share
- 33.3% [7.8%, 74.6%] 90%
- p-value
- 1.000
- Holm-adjusted p
- 1.000
- BH q-value
- 1.000
All computed statistics (14)
| n | 35 |
| trade_days | 3 |
| batch_share_trades | 0.9143 |
| batch_day_share | 0.3333 |
| batch_day_ci | [0.0783, 0.7465] |
| dispersion_index | 27.5333 |
| dispersion_p | 0 |
| routine_share | 0 |
| proximity_share | 0.0571 |
| proximity_null_mean | 0.1880 |
| proximity_null_p95 | 0.5143 |
| proximity_p | 1 |
| proximity_nonroutine | 0.0571 |
| proximity_routine | 0 |
T8Committee overlap7% of the member's mapped trading by dollar value was in industries their committees oversee, against 11% for a comparable benchmark.Does not fit
Question
Does the member trade industries their committees oversee, and do those trades do better?
Insider signature
Members may trade on information about industries their committees oversee.
Analyst note
Committees HSAS, HSSY; jurisdiction sectors Aerospace & Defense, Biotechnology, Semiconductor Materials & Equipment, Semiconductors. Dollar share 0.070 (identified set [0.033, 0.143], bootstrap 0.000-0.090); benchmarks S&P 500 0.081, congressional peers 0.109.
- Evidence
- Descriptive
- Jurisdiction excess share
- -3.9% [-10.9%, -1.8%] 90%
- Margin δ
- 0.5% per trade over 21 days
All computed statistics (15)
| n | 32 |
| in_jurisdiction_trades | 4 |
| share | 0.0700 |
| share_bounds | [0.0328, 0.1434] |
| share_ci | [0, 0.0904] |
| benchmark_sp500 | 0.0812 |
| benchmark_peers | 0.1086 |
| excess | -0.0385 |
| excess_ci | [-0.1086, -0.0181] |
| committees | [HSAS, HSSY] |
| jurisdiction_sectors | [Aerospace & Defense, Biotechnology, Semiconductor Materials & Equipment, Semiconductors] |
| regression_error | Error evaluating factor: TypeError: 'module' object is not callable y ~ J + C(sector) + C(month) ^^^^^^^^^ |
| gamma1 | – |
| gamma1_ci | [–, –] |
| gamma1_p | – |
T11Performance relative to CongressAfter adjusting for noise, the member's trades rank at the 42% percentile of 134 members (shrunk estimate -0.28% per trade over a month).Does not fit
Question
After accounting for noise, does the member's trading beat that of other members?
Insider signature
A member with an information edge stands out from the cross-section of congressional traders.
Analyst note
Empirical Bayes: raw -0.0043, posterior -0.0028 (sd 0.0015); Congress mean -0.0028, between-member variance 0.000000.
- Evidence
- Statistical
- Shrunk signed 21-day CAR
- −0.28% [−0.53%, −0.03%] 90%
- Margin δ
- 0.5% per trade over 21 days
All computed statistics (8)
| raw | -0.0043 |
| posterior_mean | -0.0028 |
| posterior_sd | 0.0015 |
| congress_mean | -0.0028 |
| tau2 | 0 |
| percentile | 0.4179 |
| members_compared | 134 |
| lower95 | -0.0058 |
T13Co-trading with other members34% of trades had another member trading the same stock the same way within a week (chance alone: 40%).Does not fit
Question
Does the member trade the same stock in the same direction as other members at the same time more than chance predicts?
Insider signature
Shared nonpublic information spreads through networks and shows up as clustered trades.
Analyst note
Co-traded share 0.343; circular-shift null mean 0.399, 95th pct 0.429, p = 1.000. Co-traded signed CAR -0.0063, p = 0.561.
- Evidence
- Statistical
- Co-traded share
- 34.3%
- p-value
- 0.561
- Holm-adjusted p
- 1.000
- BH q-value
- 0.902
- Robust to variants
- Yes
All computed statistics (10)
| n | 35 |
| cotraded_share | 0.3429 |
| null_mean | 0.3994 |
| null_p95 | 0.4286 |
| excess_p | 1 |
| cotraded_share_wo_top | 0.3429 |
| excess_p_wo_top | 1 |
| cotraded_car | -0.0063 |
| cotraded_car_ci | [-0.0614, 0.0489] |
| cotraded_car_p | 0.5615 |
| Robustness variant | Reading | Estimate |
|---|---|---|
| Without M001157, the member with the most trades, in the co-trade index | Does not fit | 34.3% |
T15Short-swing round tripsNo purchase and sale of the same stock within six months.Does not fit
Question
Does the member buy and sell the same stock within six months, and do those round trips beat the market?
Insider signature
Short-horizon round trips capture a temporary informational edge.
Analyst note
No purchase and sale of the same stock within six months.
- Evidence
- Descriptive
- Margin δ
- 0.5% per trade over 21 days
All computed statistics (2)
| round_trips | 0 |
| share_in_round_trips | 0 |
T16Options and leverageNo option trades were reported.Does not fit
Question
Does the member use options, and do option trades point the right way?
Insider signature
Informed traders favour options because leverage raises the payoff to private information.
Analyst note
No option trades were reported.
- Evidence
- Descriptive
- Margin δ
- 0.5% per trade over 21 days
All computed statistics (2)
| option_trades | 0 |
| option_share | 0 |
T4Event timing (abnormal returns)Across 33 priced trades, purchases and sales moved 0.43% against the trade's direction relative to the market over the next month on average.Inconclusive (too few trades)
Question
Do purchases rise and sales fall more than the market in the weeks after the trade?
Insider signature
Purchases before price rises and sales before price falls.
Analyst note
Mean signed CAR(1,21) = -0.0043; 90% KP interval [-0.0436, 0.0351]; t_BMP = -0.65, r-bar = 0.112, t_KP = -0.29, Patell Z = -0.58, Corrado Z = -2.43. Dollar-weighted identified set [-0.0364, -0.0016].
- Evidence
- Statistical
- Mean signed 21-day CAR
- −0.43% [−4.36%, +3.51%] 90%
- p-value
- 0.611
- Holm-adjusted p
- 1.000
- BH q-value
- 0.983
- Margin δ
- 0.5% per trade over 21 days
- Robust to variants
- No, reading changes under some variants
All computed statistics (16)
| n | 33 |
| theta | -0.0043 |
| ci | [-0.0436, 0.0351] |
| p | 0.6115 |
| t_kp | -0.2855 |
| rbar | 0.1123 |
| se_cs | 0.0102 |
| se_kp | 0.0232 |
| t_cs | -0.4169 |
| t_bmp | -0.6497 |
| patell_z | -0.5804 |
| corrado_z | -2.4260 |
| dollar_weighted_bounds | [-0.0364, -0.0016] |
| calendar_time | – |
| calendar_alpha_ci | [–, –] |
| by_horizon | [object Object] |
| Robustness variant | Reading | Estimate |
|---|---|---|
| Horizon 5 days | Open question | −0.77% |
| Horizon 63 days | Open question | −3.85% |
| Excluding largest batch date | Not assessed | −4.39% |
| Self-owned accounts only | Open question | −0.23% |
| Dollar-weighted (bounds) | Does not fit | −0.16% |
T6Control and independenceTrading arrangement: not documented; trading during absence ran at nan times the normal rate.Not assessed
Question
Does the member direct the trades, and does trading change when the member's access to information changes?
Insider signature
The person holding the information directs the trade.
Analyst note
Trading arrangement: not documented; trading during absence ran at nan times the normal rate.
- Evidence
- Statistical
All computed statistics (6)
| rate_ratio | – |
| rate_ratio_ci | [0, –] |
| rate_ratio_batchdays | – |
| rate_ratio_batchdays_ci | [0, –] |
| absence_days | 0 |
| trades_in_absence | 0 |
T9Policy-topic overlap4 priced trades fell in affected industries in the 30 days before the member's committee events and 29 did not; at least 10 of each are needed to compare them.Not assessed
Question
Did trades in stocks affected by the member's legislative work come before votes and move the right way?
Insider signature
Trading on knowledge of legislation before it is public.
Analyst note
4 priced trades fell in affected industries in the 30 days before the member's committee events and 29 did not; at least 10 of each are needed to compare them.
- Evidence
- Descriptive
- Margin δ
- 0.5% per trade
All computed statistics (3)
| n | 4 |
| n_other | 29 |
| events | 987 |
T10Behavior after scrutinyNo documented scrutiny date; the estimated change point in trading activity is shown for reference.Not assessed
Question
Did trading change after press scrutiny or an ethics inquiry?
Insider signature
A member who trades on information has an incentive to keep control of trading after scrutiny.
Analyst note
No documented scrutiny date; the estimated change point in trading activity is shown for reference. Estimated change point None (permutation p = 1.000).
- Evidence
- Descriptive
All computed statistics (5)
| changepoint | – |
| changepoint_LR | – |
| changepoint_p | 1 |
| tradeday_rate_before | – |
| tradeday_rate_after | – |
T14Family-account trades3% of trades were in a spouse's or dependent's name; returns not computed for them.Not assessed
Question
Do trades in a spouse's or dependent's name do better than the member's own?
Insider signature
Routing informed trades through family accounts.
Analyst note
3% of trades were in a spouse's or dependent's name; returns not computed for them.
- Evidence
- Descriptive
- Margin δ
- 0.5% per trade over 21 days
All computed statistics (3)
| family_trades | 1 |
| family_share | 0.0286 |
| owner_unknown | 0 |
Documented episodes
Trades placed near a documented market or policy event, and which way the market moved next.
2 trade(s) in the prior five trading days-4.93%
S&P 500 (SPY) daily move (Apr 3, 2025)
Right way.
Largest positions traded
| Company | Trades | Disclosed value |
|---|---|---|
| INVA Innoviva, Inc. - Common Stock | 2 | $300K to $600K |
| MSFT Microsoft Corporation - Common Stock | 1 | $250K to $500K |
| CB Chubb Limited Common Stock | 1 | $100K to $250K |
| KO Coca-Cola Company | 1 | $100K to $250K |
| HD Home Depot, Inc. | 1 | $100K to $250K |
| JNJ Johnson & Johnson Common Stock | 1 | $100K to $250K |
| LIN Linde plc - Ordinary Shares | 1 | $100K to $250K |
| MMC Marsh & McLennan Companies, Inc. Common Stock | 1 | $100K to $250K |
All disclosed trades
Amounts are the ranges reported on the filing. Late filings are those made more than 45 days after the trade.
| Trade date | Asset | Type | Amount | Owner | Filed after | 5-day CAR | |
|---|---|---|---|---|---|---|---|
| Mar 27, 2025 | NFLX Netflix, Inc. - Common Stock | Sale | $100K to $250K | self | 27 d | +0.7% | Filing |
| Mar 27, 2025 | PL Planet Labs PBC Class A Common Stock | Sale | $50K to $100K | self | 139 d | −3.7% | Filing |
| Mar 25, 2025 | INVA Innoviva, Inc. - Common Stock | Sale | $250K to $500K | spouse | 29 d | −4.2% | Filing |
| Mar 24, 2025 | AEP American Electric Power Company, Inc. | Sale | $15K to $50K | self | 30 d | −4.0% | Filing |
| Mar 24, 2025 | BAC Bank of America Corporation Common Stock | Sale | $15K to $50K | self | 30 d | +1.3% | Filing |
| Mar 24, 2025 | CB Chubb Limited Common Stock | Sale | $100K to $250K | self | 30 d | −4.0% | Filing |
| Mar 24, 2025 | C Citigroup, Inc. Common Stock | Sale | $15K to $50K | self | 30 d | +1.4% | Filing |
| Mar 24, 2025 | KO Coca-Cola Company | Sale | $100K to $250K | self | 30 d | −3.6% | Filing |
| Mar 24, 2025 | CMCSA Comcast Corporation - Class A Common Stock | Sale | $50K to $100K | self | 30 d | −2.7% | Filing |
| Mar 24, 2025 | DEO Diageo plc Common Stock | Sale | $15K to $50K | self | 30 d | −0.6% | Filing |
| Mar 24, 2025 | HD Home Depot, Inc. | Sale | $100K to $250K | self | 30 d | −2.7% | Filing |
| Mar 24, 2025 | INVA Innoviva, Inc. - Common Stock | Sale | $50K to $100K | self | 30 d | −5.6% | Filing |
| Mar 24, 2025 | INTC Intel Corporation - Common StockCommittee | Sale | $15K to $50K | self | 30 d | −1.8% | Filing |
| Mar 24, 2025 | JNJ Johnson & Johnson Common Stock | Sale | $100K to $250K | self | 30 d | −1.1% | Filing |
| Mar 24, 2025 | JPM JP Morgan Chase & Co. Common Stock | Sale | $50K to $100K | self | 30 d | −0.6% | Filing |
| Mar 24, 2025 | LIN Linde plc - Ordinary Shares | Sale | $100K to $250K | self | 30 d | −2.9% | Filing |
| Mar 24, 2025 | LMT Lockheed Martin Corporation Common StockCommittee | Sale | $50K to $100K | self | 30 d | −2.5% | Filing |
| Mar 24, 2025 | MMC Marsh & McLennan Companies, Inc. Common Stock | Sale | $100K to $250K | self | 30 d | – | Filing |
| Mar 24, 2025 | MCD McDonald's Corporation Common Stock | Sale | $100K to $250K | self | 30 d | −2.9% | Filing |
| Mar 24, 2025 | MDT Medtronic plc. Ordinary Shares | Sale | $50K to $100K | self | 30 d | −1.2% | Filing |
| Mar 24, 2025 | MSFT Microsoft Corporation - Common Stock | Sale | $250K to $500K | self | 30 d | +1.2% | Filing |
| Mar 24, 2025 | NEE NextEra Energy, Inc. Common Stock | Sale | $50K to $100K | self | 30 d | −1.4% | Filing |
| Mar 24, 2025 | NVS Novartis AG Common Stock | Sale | $100K to $250K | self | 30 d | −0.5% | Filing |
| Mar 24, 2025 | PG Procter & Gamble Company | Sale | $100K to $250K | self | 30 d | −2.6% | Filing |
| Mar 24, 2025 | RSG Republic Services, Inc. Common Stock | Sale | $100K to $250K | self | 30 d | −3.2% | Filing |
| Mar 24, 2025 | ROK Rockwell Automation, Inc. Common Stock | Sale | $50K to $100K | self | 30 d | +0.1% | Filing |
| Mar 24, 2025 | RCL Royal Caribbean Cruises Ltd. Common Stock | Sale | $100K to $250K | self | 30 d | +6.4% | Filing |
| Mar 24, 2025 | RTX RTX Corporation Common StockCommittee | Sale | $50K to $100K | self | 30 d | +1.5% | Filing |
| Mar 24, 2025 | SDZNY SANDOZ GROUP AG S/ADR | Sale | $1,001 to $15K | self | 30 d | +3.4% | Filing |
| Mar 24, 2025 | TXN Texas Instruments Incorporated - Common StockCommittee | Sale | $50K to $100K | self | 30 d | −0.6% | Filing |
| Mar 24, 2025 | TBPH Theravance Biopharma, Inc. - Ordinary Shares | Sale | $15K to $50K | self | 30 d | – | Filing |
| Mar 24, 2025 | UNP Union Pacific Corporation Common Stock | Sale | $50K to $100K | self | 30 d | −2.0% | Filing |
| Mar 24, 2025 | SPCE Virgin Galactic Holdings, Inc. Common Stock | Sale | $1,001 to $15K | self | 30 d | +16.6% | Filing |
| Mar 24, 2025 | V Visa Inc. | Sale | $15K to $50K | self | 30 d | −3.1% | Filing |
| Mar 24, 2025 | DIS Walt Disney Company | Sale | $15K to $50K | self | 30 d | −0.0% | Filing |