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REFERENCE
Key legislative, financial, and market intelligence terms used on HillSignal. Each term includes a definition, why it matters for investors, and a real-world example showing its market impact.
Bills are the primary vehicle for policy changes that affect markets. A single bill can create billions in new government spending, establish regulations that constrain entire industries, or open new markets. Tracking bills early gives investors a window into future government priorities before the market prices them in.
The CHIPS Act (H.R.4346) authorized $52 billion for domestic semiconductor manufacturing. Companies like Intel and TSMC saw stock movement as the bill progressed through Congress — investors who tracked the bill early had a significant information advantage.
While simple resolutions lack legal force, joint resolutions can be just as impactful as bills. Concurrent resolutions set the framework for the federal budget, which determines spending across all sectors. Even non-binding resolutions signal Congressional priorities and upcoming legislative direction.
Budget resolutions have set the stage for major tax reforms and spending packages. The FY2022 budget resolution enabled the Inflation Reduction Act's $369B in clean energy spending, sending renewable energy stocks surging before the final bill passed.
Committee action is the earliest strong signal that a bill has real momentum. Most bills die in committee — so when one advances, it means serious legislative intent. Committee markups also reveal amendments that can dramatically change a bill's market impact.
When the Senate Armed Services Committee advanced the National Defense Authorization Act with increased military spending provisions, defense stocks like Lockheed Martin and Raytheon moved before the full Senate vote, rewarding investors who tracked committee activity.
A cloture vote is the Senate's "point of no return." If cloture succeeds (60+ votes), the bill will almost certainly pass. This makes cloture votes a more reliable signal than the final vote itself — markets react to cloture because it signals certainty.
The Infrastructure Investment and Jobs Act faced a critical cloture vote. When it cleared the 60-vote threshold, infrastructure-related stocks (Caterpillar, Vulcan Materials, United Rentals) rallied immediately, days before the final passage vote.
Markups reveal the final shape of legislation. Amendments added during markup can expand or narrow a bill's scope, change funding levels, or add entirely new provisions. The details that emerge from markup sessions often move markets more than the original bill text.
During markup of a healthcare bill, a committee amendment expanded Medicare coverage to include dental and vision. This directly impacted dental services companies and vision care stocks, even though the original bill didn't mention those provisions.
Appropriations bills are where the money actually flows. Authorization bills set ceilings, but appropriations determine real spending. Defense appropriations alone exceed $800B annually. Companies that depend on government contracts live and die by what's in the appropriations bills for their sector.
The Defense Appropriations Act sets specific funding for fighter jets, ships, and missile systems. When the FY2024 bill increased F-35 procurement, Lockheed Martin's backlog grew by billions — investors tracking appropriations saw this weeks before earnings reports reflected it.
Reconciliation is the legislative fast lane. When the majority party uses reconciliation, they can pass major spending or tax changes without any minority support. This makes reconciliation bills far more likely to become law, which means their market impact is more certain.
The Inflation Reduction Act passed via reconciliation with zero Republican votes. Its $369B in clean energy tax credits transformed the solar and EV industries overnight — investors who understood reconciliation mechanics knew this bill had a much higher chance of passing than normal legislation.
CRs freeze government spending at prior-year levels, which means no new programs get funded and no contracts get expanded. For defense and government services companies, a CR can delay billions in expected revenue. Markets react negatively to extended CR periods because they signal Congressional dysfunction and freeze growth.
During the extended CR period of late 2023, defense contractors like Northrop Grumman reported delayed contract awards worth hundreds of millions. Their stocks underperformed until full-year appropriations were finally passed, releasing the pent-up spending.
Shutdowns disrupt government contract payments, delay new awards, and create uncertainty across every sector that does business with the federal government. Consumer confidence also drops during shutdowns. Historically, markets dip during shutdowns but recover quickly once funding resumes — creating short-term opportunities.
The 35-day government shutdown in 2018-2019 (the longest in U.S. history) caused federal contractors to furlough employees and delayed billions in contract payments. Government services firms like Booz Allen Hamilton and Leidos saw temporary stock pressure before recovering after the shutdown ended.
Not all Congressional activity is equally important. Thousands of bills are introduced each session, but only a fraction have real market implications. The Impact Score cuts through the noise so you focus on the signals that actually matter to your portfolio. Because every score comes with a transparent breakdown, you can see the reasoning — not just "our AI said so."
A routine bill renaming a post office scores 2/10 — Introduced stage (2), no sector breadth (0), no cosponsors (0). The CHIPS Act scored 9/10 — Signed into law (9), 4 sectors affected (+2), 50+ cosponsors (+2), clamped to 10. Click any signal's score to see its full breakdown.
Knowing that something happened in Congress isn't enough — you need to know whether it's good or bad for specific stocks. Sentiment analysis translates complex legislative language into a simple directional signal so you can act quickly.
A new pharmaceutical pricing regulation bill is analyzed as bearish for healthcare companies like Pfizer and UnitedHealth, but bullish for consumer-facing pharmacy chains like CVS. The same bill creates opposite sentiment for different tickers.
Signals are the core unit of intelligence on HillSignal. Instead of reading thousands of pages of legislative text or sifting through contract databases, you get pre-analyzed, market-relevant summaries with everything you need: which stocks are affected, in which direction, and how significantly.
When the Department of Defense awards a $418M radar modernization contract to Raytheon, HillSignal generates a signal with: tickers ($RTX, $LMT), sector (Defense), sentiment (Bullish), impact score (7/10), and a summary explaining why it matters for investors.
The connection between a Congressional bill and a specific stock isn't always obvious. HillSignal's AI bridges that gap, identifying companies that will feel the impact even when they're not mentioned by name in the legislation.
A bill increasing broadband subsidies for rural areas doesn't mention any company by name. HillSignal identifies affected tickers: $T (AT&T), $VZ (Verizon), $TMUS (T-Mobile) — companies positioned to capture the new spending.
Traditional financial analysis looks at earnings, revenue, and analyst ratings — the same data everyone else sees. Alternative data gives you an edge by revealing information the market hasn't fully priced in yet. Congressional activity is one of the highest-signal sources of alternative data because government spending and regulation directly affect corporate revenue.
Hedge funds pay $50,000+ per year for political intelligence feeds. HillSignal democratizes the same type of Congressional alternative data for retail investors at a fraction of the cost.
This is the asymmetry that HillSignal exists to solve. Large institutions have had dedicated teams tracking Congressional activity for decades — it's a well-known edge in professional investing. Until recently, retail investors had no practical way to access this same intelligence.
Before HillSignal, a retail investor would learn about a major defense spending bill from a news article days or weeks after institutional investors had already analyzed the bill text and adjusted their positions. Political intelligence tools close that gap.
Federal contract awards are direct revenue events — they represent guaranteed government spending flowing to specific companies. Unlike bills (which may or may not pass), a contract award is a done deal. Large contract awards can represent years of revenue and immediately change a company's financial outlook.
When Palantir wins a $463M Army intelligence contract, it directly adds to their revenue pipeline. HillSignal tracks these awards and identifies both the winning company and competitors who lost out, providing bullish signals for winners and bearish context for losers.
Congressional activity is one of the strongest catalysts for sector rotation. When Congress signals increased spending in a sector, smart money flows in early. Tracking legislative priorities tells you where government spending is headed next, giving you a roadmap for sector allocation.
The Inflation Reduction Act's $369B in clean energy spending triggered a massive rotation from fossil fuel stocks into solar, wind, and EV companies. Investors who tracked the bill through Congress repositioned ahead of the rotation.
Regulatory risk can wipe out billions in market value overnight. Tech companies, banks, healthcare firms, and energy companies are all vulnerable to regulatory changes. Tracking bills that create new regulations — or repeal existing ones — is essential for managing portfolio risk.
When Congress introduced stricter data privacy legislation targeting big tech, companies like Meta and Google saw their stocks dip on the regulatory uncertainty. Conversely, cybersecurity firms like CrowdStrike and Palo Alto Networks benefited from the same legislation as companies invested in compliance.
USAspending.gov is a goldmine of data, but it's designed for government transparency — not for investors. The raw data is massive and unstructured. HillSignal transforms this data into actionable signals by identifying which contracts matter, which companies win, and what the market implications are.
On any given day, USAspending.gov publishes hundreds of contract awards. HillSignal filters for the ones above $10M that affect publicly traded companies and translates them into market signals with impact scores and sentiment analysis.
Congress.gov is the authoritative source for all federal legislation — but reading raw bill text requires legal expertise and market knowledge to interpret. HillSignal's AI reads and analyzes bills from Congress.gov, extracting the market-relevant information so you don't have to be a policy expert.
A new bill on Congress.gov might be titled "To amend title 10, United States Code, regarding..." — virtually unreadable for most people. HillSignal translates this into: "New defense procurement bill likely to increase spending on missile defense systems. Bullish for $RTX, $LMT. Impact: 7/10."
A single bill, trade, or contract in isolation is noise. A Capture Arc connects the dots across multiple data sources — government reports, procurement notices, legislation, contracts, PAC money, and congressional trades — into a coherent story. When an arc progresses from Genesis to Mandate, it means the regulatory machinery is actively moving money toward a specific industry. This is the signal most investors never see.
A Genesis signal fires when NAICS 336414 (guided missiles) shows a capital surge — contract spending jumped 3x above the quarterly average. The arc progresses to Mandate when a matching defense authorization bill is identified. It reaches Prime Conduit when a specific contract is awarded and PAC money from the winning contractor flows to committee members who voted for the bill.
Genesis is the earliest possible signal that money is about to move. A capital surge means the government is already spending; a SAM.gov notice means they're about to start. Most of these events happen months before mainstream financial news covers the story. Of the ~689 capture arcs in HillSignal, the vast majority are in Genesis — meaning we're tracking hundreds of potential stories at the earliest stage.
NAICS 236220 (Commercial Construction) triggers a Capital Surge genesis when its 90-day contract volume hits $5.77B against a historical quarterly average of $1.07B — a z-score of 2.54. This means government construction spending is running at 5x the normal rate, which could signal a new infrastructure push.
A Mandate means the anomaly detected at Genesis now has legislative backing. This dramatically increases the probability that money will continue flowing. Congress doesn't pass bills for sectors where spending is declining — a mandate-stage arc means the political will exists to sustain or increase funding.
A Genesis arc in semiconductor manufacturing (NAICS 334413) progresses to Mandate when the CHIPS Act text is matched to the sector. The bill authorizes $52B in domestic semiconductor manufacturing subsidies — confirming that the capital surge wasn't random, it was the beginning of a coordinated policy push.
Prime Conduit is the "follow the money" stage. At this point you can name the companies receiving contracts, the dollar amounts, and the politicians whose campaigns benefit from the industry. This is the stage where retail investors get the most actionable intelligence — specific tickers attached to confirmed government spending.
A defense arc reaches Prime Conduit when Lockheed Martin receives a $2.1B F-35 sustainment contract AND FEC data shows the Lockheed Martin PAC contributed to Armed Services Committee members who voted for the authorization. The money flow is now a closed loop: Congress authorizes → contractor wins → contractor funds campaigns.
An Ecosystem Confirmed arc is the strongest signal HillSignal produces. It means every link in the chain has been independently verified from public data sources. These patterns don't appear in any single government database — they only become visible when you connect Congress.gov, USAspending.gov, and FEC.gov data together.
Only a handful of arcs reach Ecosystem Confirmed status because the full evidence chain is rare. When one does, it represents the kind of structural insight that political intelligence firms charge institutional investors $50K+/year to uncover.
Pattern Arcs let you see the big picture — which sectors have the most active capture arcs, which industries are seeing capital surges or funding cliffs, and where the convergence of money and legislation is strongest. Instead of examining individual events, you can spot sector-level patterns that indicate sustained government attention.
The Defense sector Pattern Arc might show 45 arcs in Genesis, 8 in Mandate, and 2 in Prime Conduit across NAICS codes like guided missiles, aircraft manufacturing, and shipbuilding. This tells you the entire defense-industrial complex is seeing coordinated government activity.
When the federal government suddenly starts spending 2-5x the normal rate in a specific industry, something has changed. Capital surges often precede major policy announcements or follow recently passed legislation. They represent real money flowing — not proposals or promises, but actual contract awards hitting company balance sheets.
A z-score of 2.54 in Commercial Construction (NAICS 236220) means current 90-day spending ($5.77B) is running at 5.4x the historical quarterly average ($1.07B). This kind of anomaly typically signals a new infrastructure initiative or stimulus spending reaching the execution phase.
A real funding cliff means government demand for an industry's products or services is dropping. For companies that depend on federal contracts, this directly impacts revenue. However, some apparent cliffs are actually data embargoes — the DoD delays publishing contract data for 90 days for security reasons, making it look like spending dropped to $0 when it actually hasn't.
NAICS 336414 (Guided Missiles) shows $0 in current spending against a $3.1B quarterly average. But this NAICS is ~100% DoD-funded, and HillSignal flags it as a DATA EMBARGO, not a real cliff. The contracts exist — they just haven't been published yet due to the mandatory 90-day FPDS delay.
Without understanding data embargoes, an investor might panic seeing $0 in guided missile or shipbuilding contracts and assume the defense budget was cut. HillSignal automatically identifies embargo-affected NAICS codes based on their historical DoD share and flags them so users don't mistake publication delays for real spending cuts.
Naval Shipbuilding (NAICS 336611) showing $0 current volume against a $523M quarterly average is flagged as "DATA EMBARGO" because the NAICS is 100% DoD-funded. The $0 is an artifact of the 90-day FPDS publication delay — the real contracts will backfill when the embargo window closes.
Z-scores remove the subjectivity from "is spending up or down?" A z-score of 2.5 means spending is statistically anomalous at a very high confidence level — this isn't normal fluctuation, something material has changed in government procurement for that sector.
A z-score of +2.54 for Commercial Construction means current spending is 2.54 standard deviations above the mean — roughly a 99.4% confidence that this spending level is abnormal. Compare that to a z-score of +0.5, which might just be normal quarterly variation.
Federal contracts are classified by NAICS code, not by stock ticker or company name. Understanding NAICS groups lets you see which specific industries (not just broad sectors) are receiving government attention. A "defense" sector view might hide the fact that spending is surging in missile systems but collapsing in military vehicles.
The Defense sector contains NAICS groups like 336414 (Guided Missiles — $3.1B avg/qtr), 336411 (Aircraft Manufacturing — $1.4B avg/qtr), and 336611 (Naval Shipbuilding — $523M avg/qtr). Each has its own arc count, funding status, and PAC correlations.
PAC correlations surface the money-influence connection that's at the heart of political intelligence. When a politician receives PAC money from a defense contractor and then trades defense stocks within days, that timing pattern is worth investigating. HillSignal calculates this across all 195+ politician-PAC relationships in the database.
A PAC correlation showing a 1-day average lag between PAC contributions and stock trades, with 61 trades and "high" confidence, means there's a statistically significant pattern of trades following money. The correlation also shows which specific PACs are involved and how much total money has flowed.
A single bill mentioning a company is interesting. A bill plus a congressional trade plus a contract award plus insider buying — all pointing at the same ticker within 30 days — is a conviction thread. The more independent data sources that converge, the higher the conviction that something material is happening.
A conviction thread for $RTX (Raytheon) might show: a defense authorization bill (signal), a senator's stock purchase (congressional trade), a $500M missile contract (contract award), and a Form 4 insider buy (insider trade) — all within a 3-week window. That's 4 independent collisions pointing at the same ticker.
Active watches are HillSignal's "what to watch next" feature. Instead of reactively reporting what happened, they predict what's likely to happen based on the current evidence chain. A watch with a 15-day fuse and 3 confirmed follow-on events is a high-conviction forward signal.
An active watch on a DoD procurement notice might predict: "Expect contract award within 30 days. Predicted tickers: $LMT, $NOC. Predicted sectors: Defense, Aerospace." As confirmations roll in (committee action, insider trades), the watch's conviction score increases.
Congressional activity generates hundreds of events per week. The Convergence Map reveals which of those events are connected — showing you the stories that emerge when you link a bill to the trades it triggered, the contracts it funded, and the PAC money that flows back. It's the visual equivalent of the Capture Arc system.
A convergence cluster might show a defense authorization bill at the center, connected to 3 contract awards, 2 congressional trades, and an executive order — all within a 45-day window. This cluster tells a story no single data source could tell on its own.
Triangulation is the statistical backbone of HillSignal's intelligence. Any two events can coincide randomly. Three or more independent data streams converging on the same target within the same window is statistically significant — it suggests coordinated activity or a fundamental shift that multiple actors are responding to simultaneously.
A triangulation event on the cybersecurity sector: (1) a bill increasing federal cyber spending passes committee, (2) the chair of the relevant committee buys $PANW stock, (3) a $200M DHS cybersecurity contract is awarded. Three streams, one story.
Political intelligence is fundamentally about connections — a bill connects to a trade connects to a contract connects to PAC money. Flow makes those connections visible and explorable, turning raw data into investigative narratives. It's the difference between reading a spreadsheet and seeing a conspiracy board.
The Flow Editor lets you start with any signal, bill, or politician and expand outward — "show me everything connected to this defense bill" generates a network graph with trades, contracts, related bills, and the politicians who link them.
The Pro Terminal is where all of HillSignal's data layers converge. Instead of checking signals on one page, trades on another, and contracts on a third, the terminal presents everything in a unified Bloomberg-style layout. The Pattern Arcs panel, market charts, sector heat, and Intel agent are all accessible from one screen.
In the Pro Terminal, you can click a sector in the tree panel, see its Pattern Arcs and funding status in the detail panel, check the related TradingView chart, and ask Intel about the convergence — all without navigating away.
Instead of manually searching through 1,900+ signals, 1,594 congressional trades, and 6,500+ insider filings, you can ask Intel a question and get a cited, verified answer. Intel can chain multiple tools together to answer complex questions like "did any Armed Services Committee members trade defense stocks before the NDAA vote?"
Ask Intel: "What's happening in the defense sector this month?" and it will call search_signals, search_presidential_actions, and get_sector_momentum, then synthesize the results with inline citations you can click to verify.
When a dormant bill suddenly gets action, it often signals that behind-the-scenes negotiations have concluded and the bill is about to move fast. These "velocity spikes" are one of the strongest leading indicators in political intelligence — they suggest premeditation and coordinated effort, not random legislative activity.
A bill introduced in 2023 that sat with zero action for 14 months suddenly gets a committee hearing and 5 new cosponsors in one week. HillSignal flags this as a velocity spike — something changed behind the scenes to revive this bill, and that "something" often correlates with upcoming contract awards or policy shifts.
Congressional insider trading is technically illegal under the STOCK Act, but enforcement is virtually nonexistent. The T.A.C.T. score provides an objective, repeatable measure of how suspicious a trade appears based purely on publicly available timing data — no speculation, no opinion. A high T.A.C.T. score means multiple dimensions of the trade align with legislative activity in ways that are statistically unlikely to be coincidental.
A senator on the Armed Services Committee files a $250K+ purchase of a defense contractor's stock 3 days before their committee marks up a defense spending bill. Timing: close (high). Amount: large (high). Committee: jurisdictional match (high). Thesis: buy before bullish bill (aligned). T.A.C.T. Score: 9/10.
Individual signals can be noisy, but when multiple bills, trades, and contracts all converge on the same sector within a short window, that's a macro-level pattern worth paying attention to. Sector Heat surfaces these convergence events so investors can identify which parts of the economy are receiving outsized Congressional attention.
When multiple defense authorization bills advance through committee, several Armed Services Committee members file stock trades in defense contractors, and new DoD contracts are awarded — the Defense sector heat score spikes, signaling concentrated government momentum that could move the entire sector.
Rather than assuming anecdotally that politicians outperform, this puts the disclosed trades side by side with a benchmark so you can look at the record yourself. It is a descriptive measure of past disclosures, not a claim of edge and not a recommendation.
The index compares the post-filing performance of disclosed trades against a broad-market benchmark over a fixed window. Past performance of disclosed trades does not indicate future results.
Understanding these terms is the first step. HillSignal turns Congressional activity into actionable market signals — so you can invest with the same intelligence that institutions use.
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