Pigeon Academy · US Markets Learning Track

The US markets, end to end — how the world's deepest capital markets actually work

The US has the largest, deepest, most liquid financial markets in the world — roughly 40% of global equity market cap, the world's reserve currency, and a Treasury market that prices risk for the entire planet. This guide explains the pieces, the participants, the policy levers, and the cycles that drive it all.

Module 1

The US market landscape

The US financial system isn't one market — it's a federation of them. Equities, Treasuries, corporate credit, mortgages, futures, options, FX, and commodities all co-exist, interact, and move each other. Understanding the whole board is the foundation.

Lesson 1.1

The size and reach

The US equity market alone is worth more than $50 trillion — roughly 40% of global stock market capitalization. Add the $27+ trillion Treasury market, $10+ trillion corporate bond market, $12+ trillion mortgage market, plus global US dollar FX flows, and you're looking at the single most important capital machine in human history. When a Treasury auction stumbles, Tokyo and London both pay attention.

Lesson 1.2

The major US markets, in one view

MarketApprox. sizeWhat it prices
US equities$50T+Ownership of public companies
Treasuries$27T+Risk-free rate across maturities
Mortgages (MBS)$12T+US housing credit
Corporate bonds$10T+Corporate borrowing, credit risk
Municipal bonds$4T+State & local borrowing, tax-advantaged
Commodities / futuresNotional $60T+ annuallyOil, ags, metals, indexes, rates
FX (US-dollar pairs)$6T+ daily volumeGlobal currency values in USD
Options$10T+ notional dailyHedging, leverage, volatility
Lesson 1.3

Why the US dominates

  • Rule of law & disclosure — centuries of contract enforcement and mandatory SEC filings.
  • Reserve currency status — roughly 60% of global central bank reserves are in USD.
  • Depth & liquidity — you can move hundreds of millions without materially moving the tape.
  • Innovation pipeline — Silicon Valley, biotech, defense, media concentrated here.
  • Demographic & energy strength — growing population and energy independence, both rare among developed peers.
Lesson 1.4

The weekly US market calendar

DayTypical events
MondayQuiet open, positioning week ahead
TuesdayTreasury auctions (2-year), consumer data
WednesdayFOMC meetings, EIA oil inventories (10:30 AM ET)
ThursdayJobless claims (8:30 AM), Treasury auctions
FridayNFP (first Friday), CPI/PCE months, options expiration

Core hours: 9:30 AM – 4:00 PM ET for equities. Extended pre-market and after-hours for liquid names. Bond market closes at 3:00 PM ET. Futures run nearly 24 hours.

Key takeaways

  • US markets are a federation: equities, Treasuries, credit, MBS, commodities, FX, options.
  • US equities alone are ~40% of global market cap.
  • Dollar's reserve status + deep liquidity = global capital magnet.
  • Core US hours are 9:30–4:00 ET; FOMC Wednesdays and NFP Fridays are the big dates.
Module 2

Market structure & participants

Every trade you make is routed through an ecosystem of exchanges, market makers, clearinghouses, and regulators. Understanding the pipes changes how you interpret prices.

Lesson 2.1

Exchanges, ECNs & dark pools

  • Lit exchanges — NYSE, Nasdaq, CBOE, IEX. Public order books, visible quotes.
  • ECNs — electronic communication networks matching orders outside traditional exchanges.
  • Dark pools — private venues where large institutions trade without showing size to the market. Roughly 40% of US equity volume prints here.
  • Wholesalers / PFOF venues — Citadel Securities, Virtu. Most retail orders are routed here first.
Lesson 2.2

The participants

ParticipantRoleExample
Retail investorsIndividuals trading for themselvesYou
Asset managersPooled institutional capitalBlackRock, Vanguard, Fidelity
Hedge fundsActive, often leveraged strategiesCitadel, Millennium, Bridgewater
Market makersQuote bid/ask, collect spreadCitadel Securities, Virtu, Jane Street
HFTsUltra-low-latency electronic tradersJump, Hudson River, Tower
Investment banksUnderwriting, M&A, prime brokerageGS, JPM, MS, Citi
Pensions / endowmentsLong-horizon institutional capitalCalPERS, Harvard Management
Sovereign wealth fundsNational-scale investment vehiclesNorway GPFG, ADIA, GIC
CorporationsBuyback programs, capital raisesApple, Microsoft, Meta
Central banksMonetary policy via securities operationsFederal Reserve
Lesson 2.3

How a trade gets done

You tap "buy" in your broker app. Here's the chain:

  1. Broker receives the order.
  2. Broker routes to a wholesaler (PFOF) or to an exchange via smart order router.
  3. Wholesaler/exchange matches with a seller at the best available price (NBBO).
  4. Trade is printed to a consolidated tape (CTA/UTP).
  5. Cleared via NSCC, settled T+1.
  6. Shares appear in your account; cash leaves.

Total elapsed time: milliseconds. The infrastructure behind that instant is one of humanity's more impressive engineering feats.

Lesson 2.4

The NBBO & Reg NMS

The National Best Bid and Offer (NBBO) is the best quoted price across all US exchanges at any moment. Reg NMS (2005) requires brokers to route to the best price — preventing order-flow lock-in at one exchange. It's why you don't care which venue actually executes your trade.

Lesson 2.5

Circuit breakers & limit up / limit down

To prevent flash-crash contagion, the SEC enforces:

  • LULD bands — individual stocks pause if they move too far, too fast from a rolling reference price.
  • Market-wide circuit breakers — on the S&P 500: Level 1 (7% drop) = 15-min halt, Level 2 (13%) = 15-min halt, Level 3 (20%) = close for the day.

Key takeaways

  • The US market is a network of exchanges, ECNs, dark pools, and wholesalers.
  • Retail orders usually go through PFOF to Citadel Securities, Virtu, etc.
  • NBBO + Reg NMS guarantee your order gets the best quoted price.
  • Circuit breakers and LULD stop runaway volatility.
Module 3

The Federal Reserve

No single institution moves US markets more than the Fed. Its decisions set the cost of money for the entire economy, ripple through every asset class, and drive currencies, commodities, stocks, and bonds simultaneously. You can't read the US market without reading the Fed.

Lesson 3.1

What the Fed is

Founded in 1913, the Federal Reserve is the US central bank. It has a Board of Governors in Washington and 12 regional Fed banks. The rate-setting body is the Federal Open Market Committee (FOMC) — 12 voting members (7 governors + NY Fed president + 4 rotating regional presidents) that meet eight times a year.

Lesson 3.2

The dual mandate

Congress gave the Fed two goals:

  • Price stability — interpreted as roughly 2% annual PCE inflation.
  • Maximum employment — interpreted as the highest employment consistent with stable prices.

When these conflict — high inflation + weak labor market (stagflation) — the Fed is forced to pick its poison. That tension is the source of most market anxiety around policy.

Lesson 3.3

The policy tools

ToolWhat it isEffect
Fed Funds RateTarget overnight interbank lending rateAnchors all short-term rates
IOER / IORBInterest paid on bank reserves at the FedFloor for the Fed Funds range
Open Market OperationsBuying / selling Treasuries & MBSControls bank reserves
Quantitative Easing (QE)Large-scale asset purchasesPushes long rates down, risk assets up
Quantitative Tightening (QT)Letting the balance sheet run offDrains liquidity over time
Forward guidanceCommunicating future policy intentShapes expectations for the yield curve
Discount windowEmergency lending to banksLast-resort liquidity backstop
Lesson 3.4

FOMC day

Eight times a year, the FOMC releases a statement at 2:00 PM ET, followed by a press conference at 2:30 PM. Four of those meetings include the Summary of Economic Projections (SEP) — the "dot plot" showing where each member expects rates to be. These are the highest-volatility macro events in the US calendar outside NFP and CPI.

The 2:00 moment: SPX typically trades sideways into the release, moves 0.3–0.5% on the statement, then another 0.3–1.0% during the press conference as the Chair nuances the message. Many traders reduce risk through FOMC days rather than trying to predict them.
Lesson 3.5

How Fed policy moves every asset

  • Short rates up → USD typically stronger, bonds down, growth stocks under pressure, savings yields higher.
  • QE → long rates lower, risk-on for equities and credit, commodities support, USD tends weaker.
  • QT → liquidity drain; risk assets wobble, dollar funding conditions tighten.
  • Dovish pivot → everything-rally: stocks, bonds, gold, crypto often move together.
  • Hawkish surprise → "everything correlates to 1" in a de-risk event.
Lesson 3.6

The Taylor Rule & the neutral rate

A rough framework for where the Fed "should" be: Taylor Rule suggests Fed Funds ≈ neutral rate + 1.5×(inflation − target) + 0.5×(output gap). Neutral rate (r*) is estimated around 0.5–1.0% real; when actual policy sits above, it's restrictive, below, accommodative. You won't calculate these in practice — but knowing which regime the Fed is in tells you which asset-class regime you're trading.

Key takeaways

  • The Fed's dual mandate: price stability + max employment.
  • Tools: Fed Funds, QE, QT, forward guidance, discount window.
  • FOMC meets 8x/year; 2:00 PM ET statement, 2:30 press conference.
  • Policy moves equities, bonds, USD, and commodities simultaneously.
  • Know whether the current regime is restrictive or accommodative.
Module 4

Treasury, deficits & debt

The Fed controls the price of money. The Treasury controls the quantity of federal borrowing. Together they drive the US risk-free rate — which prices every asset on earth.

Lesson 4.1

The Treasury market

At $27+ trillion outstanding, the US Treasury market is the deepest and most liquid bond market in the world. It's the global "risk-free" benchmark — every other asset is priced relative to it. Maturity structure:

  • T-bills — 4 weeks to 1 year, discount-priced, no coupon.
  • T-notes — 2, 3, 5, 7, 10 years, semi-annual coupons.
  • T-bonds — 20, 30 years.
  • TIPS — Treasury Inflation-Protected Securities (5, 10, 30 yr).
  • FRN — Floating Rate Notes (2 yr, resets to 13-week T-bill).
Lesson 4.2

The yield curve

Plot Treasury yields by maturity and you get the yield curve. It's a real-time picture of the market's expectations for growth, inflation, and Fed policy.

  • Normal (upward sloping) — longer = higher yield. Expansion regime.
  • Flat — late-cycle indicator; growth decelerating.
  • Inverted — short rates > long rates. Historically a reliable recession signal 6–24 months out.
The 2s10s & 3m10y: Traders watch the 2-year vs 10-year spread and the 3-month vs 10-year spread as the canonical inversion signals. The 3m10y inversion has preceded every US recession since 1970.
Lesson 4.3

Deficits & the federal debt

The deficit is the annual gap between federal spending and revenue. The national debt is the cumulative total. As of the mid-2020s, US debt held by the public is ~$27 trillion, or about 100% of GDP — the highest since WWII. Interest expense on the debt passed $1 trillion per year in 2024, now rivaling defense spending.

Lesson 4.4

Why it matters for markets

  • More supply of Treasuries = pressure for higher yields to clear the auctions.
  • Rising interest expense = political pressure on the Fed to keep rates low.
  • Crowding out = federal borrowing competes with corporate borrowing for capital.
  • USD reserve status = foreign demand softens the impact, but isn't unlimited.
Lesson 4.5

The debt ceiling theatrics

Congress sets a statutory limit on how much the Treasury can borrow. Every few years, political brinkmanship over raising it produces volatility in T-bills and credit default swaps on the US. A technical default has never happened, but each showdown tightens spreads and moves the dollar.

Key takeaways

  • Treasuries = global risk-free benchmark. Everything else is priced vs. them.
  • The yield curve shape reads the business cycle.
  • 2s10s and 3m10y inversions have preceded every recent US recession.
  • Federal debt & interest expense are structurally rising; both matter for bond yields.
  • Debt ceiling fights are noise but create tradable volatility.
Module 5

Economic indicators

The US releases a firehose of official economic data each month. Most of it is noise. A dozen releases actually move markets — here's the shortlist and what each one tells you.

Lesson 5.1

The monthly schedule (and their release times, ET)

IndicatorReleaseWhy it matters
Non-Farm Payrolls (NFP)1st Friday, 8:30 AMJobs; lead macro event of the month
Unemployment rateReleased with NFPLabor market health
JOLTS job openings~1st weekLabor demand
CPI~10th–15th, 8:30 AMHeadline inflation
PPIDay after CPIProducer inflation pipeline
PCE inflation~25th–30th, 8:30 AMThe Fed's preferred inflation gauge
Retail sales~15th, 8:30 AMConsumer spending
ISM Manufacturing PMI1st business day, 10:00 AMManufacturing activity; >50 expansion
ISM Services PMI3rd business dayServices activity
GDPQuarterly, advance / second / thirdEconomy's scoreboard
Initial jobless claimsEvery Thursday, 8:30 AMLabor-market real-time pulse
Consumer confidenceLate in monthSentiment leading indicator
Lesson 5.2

CPI vs PCE

Two measures of US consumer inflation:

  • CPI (Bureau of Labor Statistics) — the one you hear about. Fixed basket, updated biennially.
  • PCE (Bureau of Economic Analysis) — the one the Fed targets. Allows for substitution, includes employer-paid items, runs roughly 30–50 bps lower than CPI.

Core (ex-food and energy) versions are what policy-makers really watch; headline moves too much with oil and commodities.

Lesson 5.3

NFP & the labor market

The first-Friday Non-Farm Payrolls report is the single most important monthly data point for US markets. Watch four things:

  • Headline jobs — number of non-farm jobs added. Consensus vs actual.
  • Unemployment rate — U-3, the official number.
  • Average hourly earnings — wage growth proxy for inflation.
  • Participation rate — share of working-age population in the labor force.
Lesson 5.4

Leading vs coincident vs lagging

  • Leading — stock market itself, PMI new orders, building permits, yield curve slope.
  • Coincident — GDP, employment, industrial production.
  • Lagging — unemployment rate, CPI, corporate profits.

By the time unemployment jumps, the recession is usually already underway. By the time CPI spikes, the overheating is already happening. Read leading data for turns.

Lesson 5.5

The good-news / bad-news flip

Whether strong data is good or bad for stocks depends on the regime:

  • Normal expansion — good news = good for stocks.
  • Late cycle / Fed hawkish — good news = bad for stocks (Fed stays tight).
  • Recession — bad news = bad for stocks (earnings shrink).
  • Late recession / dovish pivot — bad news = good for stocks (Fed cuts).

Know which regime you're in before you interpret a data print.

Key takeaways

  • NFP, CPI, PCE, ISM PMIs, retail sales, jobless claims are the monthly movers.
  • PCE Core is the Fed's preferred inflation gauge.
  • Leading indicators turn first; lagging indicators confirm what already happened.
  • Good news can be good or bad for stocks depending on the Fed cycle.
Module 6

The business cycle

Markets don't move in straight lines — they rotate through phases. Identifying which phase you're in is the most important single edge most investors can develop.

Lesson 6.1

The four phases

PhaseDescriptionClassic leadership
Early expansionRecovery from recession; Fed easy; rates lowSmall caps, cyclicals, financials, credit
Mid cycleSustained growth; rates rising; full employmentTech, industrials, broad equity
Late cycleGrowth peaks, inflation elevated, Fed tightEnergy, materials, staples, dividend aristocrats
RecessionContraction; Fed begins cuttingTreasuries, utilities, consumer staples, gold
Lesson 6.2

Recession definitions

Popular definition: two consecutive quarters of negative real GDP. Official US definition: the National Bureau of Economic Research (NBER) dates recessions using a broader set of indicators (employment, production, income) and often declares the start or end many months after the fact. Markets don't wait for NBER.

Lesson 6.3

Sector rotation

Sectors take turns leading through the cycle. The canonical playbook:

  • Early — financials, consumer discretionary, real estate, industrials start running.
  • Mid — technology and communication services lead as growth matures.
  • Late — energy, materials, staples, healthcare do better as growth slows.
  • Recession — utilities, staples, and Treasuries outperform; everything else contracts.
Lesson 6.4

Reading the regime in real time

No single indicator is reliable alone. Pros use a mosaic:

  • Yield curve (2s10s, 3m10y)
  • ISM PMIs (sub-50 = contraction)
  • Credit spreads (IG and HY vs Treasuries)
  • Initial jobless claims (4-week moving average trend)
  • Stock market breadth (% stocks above 200-day MA)
  • Fed policy stance (restrictive / neutral / accommodative)
Lesson 6.5

The myth of the precision timer

Nobody times the cycle perfectly. The goal isn't to nail the top or bottom — it's to tilt your portfolio to match the regime. Being "slightly more cautious" in late cycle and "slightly more aggressive" coming out of recession can add 1–2% a year over an index with meaningfully less pain.

The great forecaster's fallacy: Every cycle is announced by dozens of strategists calling for "the big one." Only a few are right each time — and it's rarely the same people twice. Process > predictions.

Key takeaways

  • Business cycles rotate through four phases, each favoring different sectors.
  • NBER defines recessions officially, but markets move long before NBER declares.
  • Sector rotation is a real edge — ignore it at your cost.
  • Read the regime from a mosaic of yield curve + PMI + credit spreads + claims + breadth.
Module 7

Sectors & GICS

Every listed US stock is classified under the Global Industry Classification Standard (GICS), jointly maintained by S&P and MSCI. The 11 sectors are the basic vocabulary of institutional investing.

Lesson 7.1

The 11 GICS sectors

SectorETFFlagship names
Information TechnologyXLKAAPL, MSFT, NVDA, ORCL
Communication ServicesXLCGOOGL, META, NFLX, DIS
Consumer DiscretionaryXLYAMZN, TSLA, HD, MCD
Consumer StaplesXLPPG, KO, WMT, COST
FinancialsXLFJPM, BRK/B, BAC, V, MA
Health CareXLVUNH, JNJ, LLY, PFE
IndustrialsXLICAT, GE, UNP, HON
EnergyXLEXOM, CVX, COP
MaterialsXLBLIN, SHW, FCX
UtilitiesXLUNEE, DUK, SO
Real EstateXLREPLD, AMT, EQIX
Lesson 7.2

Cyclical vs defensive

  • Cyclicals — discretionary, financials, industrials, materials, energy, tech. Tied to the business cycle.
  • Defensives — staples, utilities, healthcare, telecom. Less sensitive to growth, more to rates.
  • Growth vs value — tech/communication lean growth; financials/energy/materials lean value.
Lesson 7.3

Sector weight drift

The S&P 500 isn't static. Over the past 50 years, tech has grown from single digits to 25–30%+ of the index while financials, materials, and utilities have shrunk. Energy was 30%+ in 1980; it's now under 5%. When you buy the S&P, you're buying a live portrait of the US economy's changing composition.

Lesson 7.4

Sub-industries & pure plays

GICS has 4 levels: Sector → Industry Group → Industry → Sub-Industry. 69 industries in total. For focused bets, look to sub-industry ETFs or individual names — e.g., semiconductors (SMH), regional banks (KRE), aerospace & defense (ITA), homebuilders (XHB).

Key takeaways

  • 11 GICS sectors with liquid SPDR ETFs for each.
  • Cyclicals tied to the business cycle; defensives tied to rates.
  • Tech and communication services have become dominant in the index.
  • Sub-industry ETFs let you express more focused views.
Module 8

Indices & index ETFs

Indices are the benchmarks by which everything in US markets is measured. Most retail exposure happens through index ETFs — understanding what they actually hold is non-negotiable.

Lesson 8.1

The major US indices

IndexCompositionWeightingMain ETFs
S&P 500500 large-cap US companiesMarket capSPY, VOO, IVV
Nasdaq 100100 largest non-financial Nasdaq namesModified market capQQQ, QQQM
Dow Jones Industrial Avg30 US blue chipsPrice-weighted (!!)DIA
Russell 2000~2000 US small capsMarket capIWM, VTWO
Russell 1000Top 1000 US stocksMarket capIWB
CRSP Total Market~3800 US stocksMarket capVTI, ITOT
S&P MidCap 400US mid capsMarket capMDY, IJH
S&P SmallCap 600US small caps (profitable)Market capIJR
Lesson 8.2

Why the Dow is less useful than you'd think

The DJIA is price-weighted, meaning a $400 stock has 10× the index impact of a $40 stock regardless of company size. Originally created in 1896 when price-weighting was the only feasible method. Still widely quoted in media, but professionally it's a relic. The S&P 500 is the institutional benchmark.

Lesson 8.3

Cap-weighted vs equal-weighted

Standard S&P 500 is market-cap weighted — the top 10 names (AAPL, MSFT, NVDA, AMZN, META, GOOGL, etc.) often make up 30–35% of the index. RSP is the equal-weight version of the S&P 500 — every stock is 0.2%. Equal weight has historically outperformed in diverse-leadership regimes and underperformed in concentrated mega-cap cycles.

Lesson 8.4

Rebalancing & index inclusion

Indices are reconstituted periodically — the S&P 500 committee meets as needed; Russell rebalances annually each June (the biggest single trading day of the year for US equities). Index inclusion is a real catalyst: a stock added to the S&P 500 sees structural demand from every index fund that tracks it. The Tesla inclusion in December 2020 was one of the largest coordinated buys in market history.

Lesson 8.5

Index investing's dominance

As of the mid-2020s, passive index strategies own more than half of all US equity mutual fund and ETF assets. This is the single largest structural shift in US markets of the last 40 years. Implications: lower price discovery for individual stocks, heavier clustering around index-member dynamics, and a real debate about whether passive has become "too big."

Key takeaways

  • S&P 500 is the institutional benchmark; Dow is legacy; Nasdaq 100 is tech-heavy.
  • Russell 2000 is the small-cap gauge; CRSP Total Market captures the entire US market.
  • Cap-weighted concentrates in mega caps; equal-weight spreads risk differently.
  • Index inclusion is a real catalyst.
  • Passive is now > 50% of US fund assets. That's a structural story.
Module 9

Asset classes & intermarket relationships

US stocks don't trade in a vacuum. Bonds, the dollar, commodities, and credit spreads all interact. The traders who read the whole board see regime changes days or weeks before equity-only traders do.

Lesson 9.1

The big relationships

  • Stocks ↔ bonds — negatively correlated in normal regimes, positively correlated in inflation shocks. When both fall together, something structural is breaking.
  • USD ↔ commodities — strong dollar = headwind for oil, gold, copper. Most commodities priced in dollars.
  • Real yields ↔ gold — gold inversely correlated to real (inflation-adjusted) 10-year yields. One of the cleanest intermarket signals.
  • Credit spreads ↔ equities — HY credit spreads widening = equities under pressure, almost always leads by a few days.
  • VIX ↔ SPX — implied vol rises on fear. Spikes >30 mark crisis regimes.
  • 2-year yield ↔ Fed expectations — moves on every data release that shifts rate path.
Lesson 9.2

The Dollar Index (DXY)

DXY weights the US dollar against a basket of six currencies (euro 58%, yen 14%, pound 12%, CAD, SEK, CHF). Rising DXY typically means global risk-off, commodity pressure, EM equity weakness. Falling DXY usually means risk-on globally and commodity support.

Lesson 9.3

VIX & the volatility complex

The VIX measures 30-day implied volatility on the S&P 500. Historical context:

  • < 15 — complacent regime, low-vol.
  • 15–25 — normal market.
  • 25–40 — elevated fear.
  • > 40 — crisis mode. March 2020 peaked near 85.

Related: VVIX (vol of vol), VIX futures curve (contango vs backwardation), SKEW (tail-risk pricing).

Lesson 9.4

Credit spreads

The yield on corporate bonds minus the yield on matched-duration Treasuries. Tight spreads = confidence. Widening spreads = risk-off. Historically, HY credit spreads widen before equity bear markets start. The best leading indicator of stock stress outside the stock market itself.

Lesson 9.5

Commodities, oil & gold

  • Oil (WTI, Brent) — global growth proxy and inflation ingredient. Driven by OPEC+, US shale, China demand, geopolitics.
  • Gold — real-yield and dollar hedge. Store of value. Often rallies in financial stress.
  • Copper — "Dr. Copper" — global industrial activity signal.
  • Natural gas — regional (US vs European markets); weather-driven.
Lesson 9.6

The correlation breakdown regimes

Classic 60/40 relies on stocks and bonds being negatively correlated. That broke in 2022 when both fell together on inflation shock. The lesson: assumed correlations are regime-dependent, and the rare moments they break are when "diversified" portfolios get hurt most. Be humble about correlation.

Key takeaways

  • Stocks, bonds, USD, commodities, and credit all interact in patterned ways.
  • Credit spreads are the best leading indicator of equity stress.
  • Real yields drive gold inversely.
  • VIX regimes matter: complacent / normal / elevated / crisis.
  • Correlations are regime-dependent and can flip in inflation shocks.
Module 10

Bull markets, bear markets & crashes

Studying market history is studying human nature under stress. The specifics differ; the patterns rhyme. A short tour of the big moments that shaped modern US markets.

Lesson 10.1

Definitions

  • Pullback — 5–10% decline.
  • Correction — 10–20% decline.
  • Bear market — 20%+ decline from peak.
  • Crash — colloquial; a sharp multi-day drawdown.
  • Bull market — sustained uptrend from prior bear-market low, by convention.
Lesson 10.2

The greatest hits

EventYearPeak-to-troughLesson
1929 Crash / Great Depression1929–1932−89% DJIALeverage + policy error
1973–74 bear market1973–1974−48% SPXStagflation, oil shock
Black MondayOct 19, 1987−22.6% in a dayPortfolio insurance feedback loops
Dot-com bust2000–2002−49% SPX, −78% NasdaqValuation untethered from earnings
Global Financial Crisis2007–2009−57% SPXLeverage in housing + shadow banking
Flash CrashMay 6, 2010−9% intraday, recoveredHFT fragility
Covid crashFeb–Mar 2020−34% SPX in 33 daysExogenous shock, fastest bear in history
2022 bear marketJan–Oct 2022−25% SPX, −36% NasdaqInflation + fastest Fed tightening since 1980
Lesson 10.3

What the crashes have in common

  • A prior period of broad complacency.
  • Some form of leverage or concentration (often both).
  • A trigger most people missed until the decline was already underway.
  • Correlation rising to 1 — "everything sells at once."
  • A policy response (Fed, Treasury, Congress) that ultimately stabilizes, sometimes dramatically.
Lesson 10.4

Recovery times

DrawdownRequired recovery to break even
−10%+11.1%
−20%+25%
−30%+42.9%
−50%+100%
−80%+400%

The asymmetry is brutal. Capital preservation isn't timid — it's the math.

Lesson 10.5

The bull markets that followed

Every US bear market in history has been followed by a new all-time high — eventually. The dot-com lows took 12 years to reclaim. The 1929 lows took 25. Most recoveries are faster. But the people who got back in too late missed the biggest up days, which cluster near the bottom. Being systematically invested beats being cleverly timed for most people, most of the time.

The "miss the 10 best days" statistic: Missing just the 10 best trading days of the last 30 years cuts the S&P 500 annualized return roughly in half. Most of those 10 days occur within weeks of market bottoms. This is the entire case for staying invested through drawdowns.

Key takeaways

  • Bear market = −20%+. They happen every 5–10 years.
  • The biggest drawdowns combine complacency, leverage, and concentration.
  • Recovery math is asymmetric — a 50% loss needs a 100% gain.
  • Missing the 10 best days cuts long-term returns in half.
  • Every bear has been followed by new highs.
Module 11

Market participants & "smart money"

The people trading against you and with you aren't all retail. Knowing who's in the pool changes how you interpret flows, volatility, and positioning data.

Lesson 11.1

Institutional investors

  • Mutual funds — long-only, benchmark-driven, monthly flows.
  • Pension funds — multi-decade horizons, targeting real returns for retirees.
  • Endowments / foundations — Yale model (alternatives-heavy), long horizons.
  • Insurance companies — liability-matched, mostly fixed income.
  • Sovereign wealth funds — country-scale, often opaque.
Lesson 11.2

Hedge funds

Not one thing. Strategies include:

  • Long/short equity — bet on winners and losers simultaneously.
  • Macro — top-down bets on rates, currencies, commodities (Bridgewater, Brevan Howard).
  • Quant / multi-strat — systematic, rules-based (Renaissance, Two Sigma, Citadel, Millennium).
  • Activist — push public companies for changes (Pershing Square, Elliott, Third Point).
  • Event-driven / merger arb — trade around corporate actions.
  • Distressed credit — buy debt of troubled companies cheap.
Lesson 11.3

Market makers & HFTs

The plumbing of modern markets. Market makers quote two-sided prices and collect spread. HFTs arbitrage microstructure across venues. Citadel Securities and Virtu alone handle a massive share of US retail order flow. They are not villains, not saints — they're a structural part of how prices form.

Lesson 11.4

Tracking "smart money"

  • 13F filings — quarterly institutional holdings, filed 45 days after quarter end. Public via SEC.
  • Form 4 — insider buys and sells within 2 business days. Meaningful when cluster-bought.
  • CFTC Commitments of Traders — weekly positioning in futures.
  • Options dealers positioning (gamma exposure, GEX) — explains a lot of intraday behavior in SPX.
  • Dark pool activity — reported with a delay; volume prints hint at institutional footprints.
Lesson 11.5

The skepticism filter

"Smart money" is not always smart. Many hedge funds underperform the S&P 500 after fees. Famous investors have multi-year cold streaks. 13Fs are stale by the time you see them. Positioning data is a context input, not an answer. Copy-trading a billionaire on a 45-day lag is rarely a profitable strategy.

Key takeaways

  • Institutional investors ≠ one thing. Know each type's horizon and constraints.
  • Hedge funds span long/short, macro, quant, activist, event-driven, distressed.
  • Market makers and HFTs are infrastructure, not adversaries.
  • 13F, Form 4, COT, GEX, dark pool prints are useful signals — not commandments.
  • Most "smart money" isn't consistently smart over decades.
Module 12

Regulation & the retail investor

US markets are the most heavily regulated and most transparent in the world. That infrastructure is why you can invest confidently — and why understanding it keeps you out of the worst traps.

Lesson 12.1

The major regulators

AgencyRegulates
SECEquity & option markets, public company disclosure
CFTCFutures & commodity markets
FINRABroker-dealer conduct (SRO)
NFAFutures industry (SRO)
OCC (Options Clearing)Central counterparty for US listed options
DTCC / NSCCClears and settles US securities
Federal ReserveBanks, bank holding companies, monetary policy
OCC (Comptroller of Currency)National banks (distinct from Options Clearing)
CFPBConsumer financial products
FDICBank deposit insurance
Lesson 12.2

Core protections

  • SIPC — up to $500,000 ($250,000 cash) per account at a failed broker. Not market-loss protection.
  • Reg BI — brokers must act in the customer's best interest.
  • Fiduciary duty — Registered Investment Advisors (RIAs) owe a higher standard.
  • Know-your-customer / suitability — why options approval requires questionnaires.
  • Public filings — SEC EDGAR forces transparency from every public company.
Lesson 12.3

Retail taxes in one glance

  • Long-term capital gains (held >1 year) — 0/15/20% brackets.
  • Short-term gains — ordinary income rates, up to 37%.
  • Qualified dividends — cap gains rates.
  • Wash sales — 30-day rule on equity losses.
  • Section 1256 — 60/40 treatment for futures and broad-based index options (SPX, NDX).
  • Tax-advantaged accounts — 401(k), Roth IRA, HSA, 529.
Lesson 12.4

Red flags: spotting scams

  • "Guaranteed returns" — no such thing in markets.
  • Pressure to act immediately.
  • Unregistered advisors or brokers (check SEC IAPD or FINRA BrokerCheck).
  • Pink-sheet pump-and-dumps promoted via social media.
  • Crypto-adjacent schemes that copy the affinity-fraud playbook.
  • Complex structured products aimed at retirees.
Free 60-second check: BrokerCheck (FINRA), Investor.gov (SEC), and NFA BASIC will tell you whether the person pitching you is even registered. Most fraud targets people who never look.
Lesson 12.5

The structural edge of being a patient retail investor

Retail has advantages institutions don't:

  • No career risk — you can hold through a 40% drawdown without being fired.
  • No forced selling — no redemptions to meet, no benchmark to hug.
  • No size issue — you can own micro caps, spinoffs, thinly traded bonds that big money can't.
  • Tax efficiency — full access to Roth, HSA, tax-loss harvesting.
  • Time horizon — 20, 30, 50 years if you're young. The longest edge in finance.

Most retail investors waste these edges by trying to day-trade. Use them instead.

Key takeaways

  • SEC + FINRA + SIPC + DTCC make US markets among the safest anywhere.
  • Long-term cap gains treatment rewards patience.
  • BrokerCheck, IAPD, NFA BASIC catch most scams in 60 seconds.
  • Retail has real structural edges over institutions — use them, don't waste them.
Glossary

US market terms worth knowing

A reference you can come back to. Roughly alphabetical.

Basis point (bp)1/100th of 1%. 50 bps = 0.5%.
Beige BookAnecdotal economic report from 12 Fed regional banks, released 8× / year.
BreadthHow many stocks participate in a move; advance/decline line.
BuybackCompany repurchasing its own shares.
Circuit breakerAutomatic trading halt triggered by extreme moves.
COT reportCFTC weekly Commitments of Traders; positioning data.
CPI / PCE / PPIMain inflation measures: consumer (CPI), personal-consumption-expenditure (Fed's), producer (PPI).
Dark poolOff-exchange trading venue used by institutions.
DXYICE US Dollar Index — USD vs a basket of six currencies.
EDGARSEC database of public company filings.
ETFExchange-Traded Fund.
Fed Funds RateTarget overnight interbank lending rate set by FOMC.
Fiscal policyGovernment tax and spending decisions (Congress, Treasury).
FOMCFederal Open Market Committee — rate-setting body.
Form 4Insider trading disclosure, filed within 2 business days.
GDPGross Domestic Product.
GICSGlobal Industry Classification Standard — 11 sectors.
HFTHigh-Frequency Trading.
ISM PMIInstitute for Supply Management Purchasing Managers Index.
InversionShort-end Treasury yields above long-end; recession signal.
Market breadthParticipation measure; advancers vs decliners.
Monetary policyCentral bank actions on rates and money supply (Fed).
NBBONational Best Bid and Offer across US exchanges.
NBERAcademic body that officially dates US recessions.
NFPNon-Farm Payrolls — monthly jobs report.
OCCOptions Clearing Corporation (or Office of the Comptroller of the Currency).
PFOFPayment For Order Flow.
QE / QTQuantitative Easing / Tightening — Fed balance sheet operations.
Reg NMS2005 rule requiring best-price execution across venues.
SEP / dot plotSummary of Economic Projections — FOMC member forecasts.
SIPCBroker-failure insurance (not market-loss insurance).
Spread (credit)Corporate bond yield minus Treasury yield.
Taylor RuleFormula suggesting where policy rates should be.
T+1Trade date plus 1 business day settlement (US equities).
Treasury curveYields plotted by maturity from 1-month to 30-year.
TIPSTreasury Inflation-Protected Securities.
VIXCBOE S&P 500 30-day implied volatility index.
Yield curveVisual of Treasury yields by maturity.
13FQuarterly institutional holdings filing, due 45 days after quarter end.
Tools

Tools & resources

Official sources, data feeds, and analysis sites serious US market participants actually use.

FRED (stlouisfed.org/fred)

The gold standard for US economic data. Free. Charts, downloads, API. 800,000+ time series.

SEC EDGAR

Every 10-K, 10-Q, 8-K, 13F, Form 4. Free. The most valuable public database in finance.

Federal Reserve (federalreserve.gov)

FOMC statements, minutes, SEP dot plots, speeches, Beige Book, economic projections.

BLS.gov

Bureau of Labor Statistics — NFP, CPI, JOLTS, productivity. Original release sources.

BEA.gov

Bureau of Economic Analysis — GDP, PCE, personal income, trade data.

TreasuryDirect / TreasuryFiscalData

Treasury auction calendars, debt-to-the-penny, I-bonds, TIPS.

CME Group FedWatch

Real-time market-implied probabilities for Fed Funds at each upcoming FOMC meeting.

ForexFactory / MarketWatch Economic Calendar

Full release calendar with consensus estimates and prior values.

CBOE.com

VIX, SKEW, VVIX, index option settlements. Source of record for volatility products.

Finviz

Stock screener, sector heat maps, news feed. Free tier very strong.

Koyfin

Bloomberg-lite dashboards: macro, FX, rates, commodities, equities.

Yahoo Finance / Google Finance

Quick quotes, charts, news. Still reliable daily tools.

TradingView

Best cross-asset charting platform. Macro spreads, intermarket overlays, custom indicators.

Bloomberg.com / Reuters / WSJ

Professional financial journalism. Paywalled, worth it for active participants.

whalewisdom / dataroma

13F tracking for Berkshire, Baupost, Pershing Square, and other major institutions.

Ready to go deeper?

The Pigeon Academy has learning tracks for stocks, options, futures, crypto, forex, and real estate. Pick your track and build from the ground up.

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