Public Reference

Industry Primers

Bottom-up NAICS industry primers written for both public-market and private investors. Leaf industries are researched from the ground up; every group, subsector, and sector above them reads as a contrast across the industries beneath it.

2122 industries · 24 sectors · NAICS 2022

Researched with AI assistance from official U.S. statistics and independent sources, with citations on every page. Figures are not individually verified against pinned evidence — primers marked Evidence-verified are. Industry research, not investment advice. Methodology.

SubsectorNAICS 711Arts, Entertainment, and Recreation

Performing Arts, Spectator Sports, and Related Industries (U.S.) — NAICS 711

A Histometrics rollup primer for a general investing audience — public-market and private investors alike. Level figures are U.S. federal statistics from our ground-truth file; company, trade, and forward-looking statements are drawn from the five child primers and labeled as judgments, not facts.

NAICS = North American Industry Classification System, the U.S. government's standard scheme for grouping businesses. This page covers the three-digit subsector 711, which aggregates five four-digit industry groups: 7111 (performing-arts companies), 7112 (spectator sports), 7113 (promoters and venues), 7114 (agents and managers), and 7115 (independent artists). Each is treated in its own primer; this page synthesizes across them.


1. Overview

NAICS 711 — Performing Arts, Spectator Sports, and Related Industries is the employer core of the U.S. live and creative-experience economy: the businesses of people performing, competing, and putting on a show for a paying audience, plus the intermediaries who represent the talent and stage the events. It is the sibling of the two other subsectors in this sector — museums and parks (712) and gambling, fitness, and other recreation (713) — and it is the one built around human performance.

The distinctive thing about 711 for an investor is that its five children are not five unrelated segments — they are the links of one supply chain:

  • The creators make the work — freelance actors, writers, directors, and crew (7115), and the companies that produce theater, dance, music, and spectacle (7111).
  • The competitors are the parallel athletic version — teams, racetracks, and independent athletes (7112).
  • The representatives take a commission for negotiating on the talent's behalf — agents and managers (7114).
  • The distributors put it all in front of a crowd — promoters and the venues they fill (7113).

Read as a chain, three facts frame the subsector. First, the money does not sit where the firms sit. Roughly seven in ten establishments are creators (freelancers and producers), yet they earn under a third of the receipts; competition and distribution are a fifth of the firms but almost two-thirds of the money [1][2]. Value flows to whoever controls a scarce asset — a franchise, a venue, a ticketing chokepoint, a marquee roster — and away from the atomized talent. Second, public equity is thin and clustered. Only two children (promoters/venues and, partly, spectator sports) offer any clean listed exposure; two others (performing-arts companies and independent artists) have essentially no pure-play stock at all; and a handful of vertically integrated names — Live Nation, TKO Group — recur across three or four of the children at once. Third, the biggest dollars escape the code entirely — national sports media rights, recorded-music royalties, and ticketing fees are booked in other NAICS subsectors, so the measured $154.9 billion is a floor on an economy several times larger [1][3][4].


2. What's inside — the five children and how they differ

NAICS is a nested hierarchy: a three-digit subsector breaks into four-digit industry groups, which break into five- and six-digit industries. Three of the five children here (7112, 7114, 7115) are single-child "pass-throughs" — the group equals its one industry — while two (7111, 7113) genuinely aggregate. The rollup value is the contrast across all five. Shares below are of the subsector's 2022 receipts and 2023 employer establishments; "own concentration" is each child's four-firm share (CR4 = the share of receipts held by the four largest firms) [1][2][3][4][5][6][7].

Child Role in the chain Receipts share Establishment share Own CR4 Direction of travel Ownership mix Where the investable value is
7112 — Spectator Sports The contest: teams, racetracks, independent athletes 36.3% ($56.3B) 7.5% 6.8% Up — strongest (media rights, legal betting, franchise multiples) Private "trophy" franchises; institutional/private-equity minority stakes; a few controlled public plays Scarce & mostly private; racetracks reachable via gaming/real-estate names
7113 — Promoters & Venues The stage: books events, fills buildings 26.4% ($40.9B) 13.6% 33.9% Up but lumpy (normalized after the post-2021 surge) A few integrated public giants; much private; many government/quasi-public venue owners The deepest listed set (integrated operators + venue pure-play)
7115 — Independent Artists The creators: freelance talent 18.5% ($28.6B) 56.3% 2.2% Up in aggregate, income brutally unequal 1M+ sole proprietors — no owners, no shares Not directly investable; buy the aggregators & rails
7111 — Performing-Arts Cos. The producers: stage live shows 11.8% ($18.3B) 15.3% 9.7% Mixed — music up, theater at record nominal grosses, dance down Split: private commercial producers, ~500 nonprofits, dinner theater; dance is charity Mostly private (production stakes, venue real estate); music adjacencies
7114 — Agents & Managers The intermediaries: represent the talent 7.0% ($10.8B) 7.3% 30.0% Up (streaming, sports-rights inflation, NIL, creators) Private, largely private-equity-owned mega-agencies; one micro-cap public Almost entirely private; one listed near-pure-play

(NIL = name, image, and likeness — the right, opened up for U.S. college athletes since 2021, to be paid for endorsements. Rows are ordered by receipts share.)

Read across the rows and the chain's logic appears:

  • Firm count and revenue point in opposite directions. Independent artists are 56% of the establishments but only 18.5% of receipts; add the performing-arts producers and the two "creator" children are ~72% of firms but ~30% of revenue [1][2]. The two "downstream" children — spectator sports and promoters — are ~21% of firms but ~63% of revenue. The subsector is a pyramid: a vast base of creators, a narrow apex that captures the money.
  • Concentration is a within-child story. As a whole the subsector looks fragmented (CR4 just 10.5%), yet three children have concentrated tops — agents (30%), promoters (34%), and, one level further down, spectator-sports value that hides inside protected local monopolies. Independent artists, by contrast, are as close to atomistic as federal data gets (CR4 2.2%, HHI 3.3) [1][6][7].
  • Ownership mix has no common answer. Sports is private trophy assets; promoters mix integrated public giants with government-owned buildings; agents are private-equity platforms; performing-arts companies are part commercial, part nonprofit charity; independent artists are a million sole proprietors. There is no single "buy 711" trade.
  • A few names recur everywhere. Live Nation is the #1 firm in promotion and venues, promotes many of the artists in 7111/7115, and is the closest thing to a listed proxy for the freelance-music economy; TKO Group (UFC/WWE) sits across sports, promotion, and representation. The investable universe of 711 is disproportionately a short list of vertically integrated firms that span several links at once [4][5].

Boundary lines matter, because the surrounding economy sits in adjacent codes: motion-picture and sound-recording industries — record labels, streaming, music publishing (subsector 512); athletic associations and league licensing (813990); arts schools (6116); and casinos, when a racetrack adds enough gaming to become a "racino" (subsector 713). Each child primer maps its own exclusions [3][4][5][6][7].


3. Size — the subsector's rollup figures

Because the five children reconcile cleanly, the level totals are essentially a simple sum of the children — establishment and employment sums match the level to the unit. These are our ingested ground-truth statistics for NAICS 711; the file blends two vintages — the 2022 Economic Census (EC: receipts, firms, concentration) and the 2023 County Business Patterns (CBP, the Census Bureau's annual count of employer businesses: establishments, employment, payroll) — so treat them as a composite, not one synchronized year [1][2].

Metric Value Source (year)
Receipts (revenue) $154.90 billion Economic Census 2022 [1]
Firms 65,007 Economic Census 2022 [1]
Employer establishments 68,638 County Business Patterns 2023 [2]
Paid employment 542,145 County Business Patterns 2023 [2]
Annual payroll $60.74 billion County Business Patterns 2023 [2]
First-quarter payroll $12.29 billion County Business Patterns 2023 [2]
Four-firm concentration (CR4) 10.5% Economic Census 2022 [1]
Top-8 / top-20 / top-50 share (CR8 / CR20 / CR50) 13.1% / 18.9% / 29.4% Economic Census 2022 [1]
Herfindahl-Hirschman Index (HHI) [suppressed in our file] Economic Census 2022 [1]

Reading these: the average firm is small — about $2.4 million of receipts ($154.9B ÷ 65,007) — and the average establishment employs about eight people (542,145 ÷ 68,638). But averages mislead here more than usual, because pay per worker ranges wildly across the children: roughly $236,000 in spectator sports (professional-athlete salaries), around $156,000–$158,000 in agencies and among independent-artist "loan-out" companies (a single high earner as the only employee), but only about $42,000–$46,000 in promotion and performing arts, where part-time, seasonal event staff dominate [2][3][4][5][6][7]. The subsector-wide average of ~$112,000 describes no actual worker.

On concentration, the HHI (Herfindahl-Hirschman Index, a 0–10,000 gauge that sums squared market shares; U.S. antitrust agencies treat 1,500+ as "concentrated") is suppressed in our ground-truth file, so we do not report one for 711 [1][8]. The CR ratios do tell a story: a CR4 of 10.5% is low in absolute terms, but it is higher than three of the five children's CR4s — because the subsector's four largest firms are pulled from its most concentrated links (integrated promotion/venues and marquee sports), where a firm like Live Nation is enormous. In other words, the aggregate looks fragmented, but its top is anchored by a few very large, vertically integrated companies.

Undercount caveat — this matters more here than almost anywhere, because the biggest money is not in the code. These are federal employer-business statistics, and the true live-experience economy is several times larger for three compounding reasons:

  1. The largest revenue pools are booked in other subsectors. National sports media rights and league licensing — the single biggest cash engine in pro sports — are collected at the league level (813990), outside 711 entirely; recorded-music royalties, streaming, and publishing land in subsector 512; and ticketing fees and much international touring are spread across other codes. Read $154.9B as the producing-and-promoting employer core, not the size of the industry [3][4][7].
  2. Millions of participants are nonemployers. Where small and individual ownership dominates, the undercount is largest. The Census's separate Nonemployer Statistics program counts on the order of 1.04 million independent-artist proprietorships alone (2023, ~$25.4 billion of receipts) — roughly doubling that child's measured activity — and the working-musician, solo-agent, and single-horse-owner populations are similarly invisible; the Bureau of Labor Statistics (BLS) counted ~169,800 musician-and-singer jobs in 2024 against far fewer employees the Census sees [4][6][7]. Sector-wide, nonemployers were about 91% of all Arts, Entertainment & Recreation establishments in 2016 [5].
  3. Public and nonprofit activity slips the net. Many major arenas, stadiums, and convention centers are city-, county-, or authority-owned (government activity, not business receipts); nonprofit dance and resident theater run largely on donations and grants, not market transactions; and racinos reclassify their gaming revenue out of the code. Our ground-truth file provides no level-wide figures for profit, margin, attendance, or growth — where those are absent we say so rather than estimate.

4. Investable universe — where value concentrates across the children

The single most useful thing to know: value concentrates downstream and in scarce assets, not where the people are. Mapping the five children to actual investable surfaces (tickers for orientation, not recommendations):

  • Spectator sports (7112) — scarce, controlled, mostly private. Teams hold ~78% of the child's receipts but almost no public float; the listed plays are controlled companies with thin, often dual-class stock — Atlanta Braves Holdings (Nasdaq: BATRA), Madison Square Garden Sports (NYSE: MSGS), Manchester United (NYSE: MANU). Racetracks are reachable mainly through gaming-and-real-estate names such as Churchill Downs (Nasdaq: CHDN), and the "other" segment through promoters — TKO Group (NYSE: TKO), Liberty Media's Formula One (Nasdaq: FWONK). Real franchise value is private and league-approved [4].
  • Promoters & venues (7113) — the deepest listed set. The one name spanning both halves is Live Nation Entertainment (NYSE: LYV), ~\$25.2B FY2025 revenue, which operates venues, promotes tours, and owns Ticketmaster; Madison Square Garden Entertainment (NYSE: MSGE) is the cleanest venue pure-play; TKO anchors combat-sports promotion. Everything else worth owning is private (AEG, Oak View Group, Legends) or government-owned (arena/fairground authorities, reachable via municipal bonds) [4][5].
  • Independent artists (7115) — no direct play, only the rails. There is no public company whose core business is being an independent artist. Value sits in the aggregators that clip a fee off the creative flow: rights owners Universal Music Group (Euronext Amsterdam: UMG), Warner Music Group (Nasdaq: WMG), Sony Group (NYSE: SONY), and pure-play Reservoir Media (Nasdaq: RSVR); platforms Spotify (NYSE: SPOT) and Alphabet/YouTube (Nasdaq: GOOGL); and live via Live Nation [7].
  • Performing-arts companies (7111) — private economics, music adjacencies. No pure-play public company and no theater ETF (exchange-traded fund) exists. Direct value is private: Broadway landlords (Shubert, Nederlander, Ambassador Theatre Group), production limited partnerships, spectacle producers (Feld, Cirque du Soleil). Listed exposure is a slice of larger firms (Disney, MSGE) or, richest of all, music's downstream (UMG, WMG, Spotify). Dance is not investable at all — its leading companies are 501(c)(3) tax-exempt charities with no shares [3].
  • Agents & managers (7114) — private-equity platforms, one micro-cap. The marquee agencies (WME Group, CAA, UTA, Wasserman) are private and mostly private-equity-owned; the only listed near-pure-play is micro-cap Wilhelmina International (OTCQX: WHLM), with TKO and Live Nation as adjacent proxies [5].

Net: the cleanest public exposure to 711 runs through promotion/venues and, indirectly, music's rights and platforms; the cleanest direct exposure to the underlying assets — franchises, venues, catalogs, agencies — is private; and two whole children (dance within 7111, and the freelance artists of 7115) are not equity at all. Note how few names do most of the work: Live Nation and TKO appear under three or four different children, which is the practical shape of "investing in 711." Full company-by-company maps are in each child primer, Section 4.


5. How the money works

There is no single business model at this level. Across the chain, four engines run — and the recurring truth is that durable value sits in assets and rights, not in operating the activity itself:

  1. Scarce-asset ownership (sports franchises; marquee venues; song and show catalogs). The franchise, the building, the license, and the copyright are the assets that appreciate; the win-loss record or the tour schedule is almost secondary. This is where most of the subsector's real wealth is, and it is overwhelmingly private [4][5].
  2. The distribution / promotion take (7113, and the promotion inside 7112). Nobody gets rich on the ticket's face value — the gross is split with artists, teams, and venues, which is why the subsector's payroll ($60.7B) is small against its receipts ($154.9B). Profit is made around the ticket: per-fan ("per-cap") food, beverage, premium seating, and parking; sponsorship and naming rights; and — for the integrated leader — the ticketing fee itself, the highest-margin pool in the whole subsector [4].
  3. The representation commission (7114). Agencies earn a percentage of what their clients earn — roughly 10% for franchised talent agents, 3–5% for sports agents (capped by each players' union), 10–30% for managers. The roster is the asset, so operating leverage is high, but the asset walks out the door each night — key-person retention is the quiet driver of value [5].
  4. Hit-driven production and the nonprofit "three-legged stool" (7111; parts of 7115). Commercial producers raise upfront capital and recoup only after profits repay it — high operating leverage, ~80% of Broadway shows lose money. The nonprofit half (dance, ~500 resident theaters) runs on earned + contributed + grant income and structural deficits are normal, because live performance suffers Baumol's cost disease — it takes the same performers the same hours to stage a work as a century ago, so labor productivity cannot rise to offset wage inflation [3].

What ties all four together: high fixed or upfront costs, discretionary demand, and no productivity offset, which makes utilization / fill rate the master lever. Use the economics appropriate to a live-experience business — event-days, per-cap spend, recoupment, franchise multiples, catalog income yields — and do not apply regulated-utility rate base, real-estate-investment-trust funds-from-operations, or mining all-in-sustaining-cost frameworks; none fits. Full mechanics are in each child primer, Section 5.


6. Demand drivers

The five children pull on overlapping but differently weighted levers:

  • Discretionary income and the "experience economy." Everything here is a want, not a need; the shift toward experiences over goods (the willingness-to-pay surge sometimes called "funflation," now cooling) is the shared tailwind [3][4].
  • Media rights and the linear-to-streaming transition. For sports especially, live content is the last thing that reliably draws a mass, real-time audience, so streamers now bid against broadcasters and push rights fees higher each cycle — the single most important variable for 7112 [4].
  • Legal sports betting and the wagering money that flows around the games (post-Murphy v. NCAA, 2018) [4].
  • The touring supply cycle. A year heavy with megastar stadium tours lifts promoters and venues; a light year pulls them down — and because streaming pays artists little, touring is now musicians' primary income, continuously feeding new tours [4][7].
  • The mega-event calendar. The 2026 FIFA World Cup across the U.S., Canada, and Mexico, and the 2028 Los Angeles Summer Olympics, are multi-year catalysts for sports, venues, and promotion.
  • The expanding talent economy — streaming-era content spending, NIL, and the creator/influencer economy enlarge the commissionable base for agents (7114) and the freelance pool in 7115.
  • Donor wealth and government arts budgets. For the nonprofit corners (dance, resident theater), ~60% of revenue is contributed, so giving capacity — which tracks equity markets — and public funding (the National Endowment for the Arts, NEA, and state/local agencies) are themselves demand drivers [3].

Counterforces: household affordability and an emerging price ceiling, competition for leisure time (streaming, gaming, dining), weather and cancellation risk, and an aging core audience for theater, dance, and classical music. Full detail in each child primer, Section 6.


7. Regulation

Product regulation is light; the weight is labor, antitrust, tax, licensing, and funding, with several segment-specific regimes:

  • Antitrust is the defining story, and it targets the firms that span the chain. The U.S. Department of Justice (DOJ) and dozens of states sued Live Nation and Ticketmaster (May 2024); the DOJ settled in March 2026 — a 15% cap on ticketing fees, "open ticketing," and a limited amphitheater-booking divestiture, but no forced Ticketmaster break-up — while a states' jury found unlawful monopolization in April 2026, remedy outstanding [4]. Separately, spectator sports run on decades of special antitrust treatment — Major League Baseball's judge-made exemption, the Sports Broadcasting Act of 1961 that lets leagues pool national TV rights, and cartel-style league governance over who may own a team [4].
  • Labor unions set the cost floor across every child — Actors' Equity, IATSE (stagehands), the American Federation of Musicians, SAG-AFTRA, SDC (directors/choreographers), and the players' unions in sports — via collective-bargaining agreements (CBAs) on top of federal wage-and-hour law. A lockout or strike can erase a season or freeze Hollywood income for months [3][5].
  • Consumer ticket pricing. The Federal Trade Commission's (FTC's) "all-in" fee-disclosure rule took effect May 12, 2025, affecting every ticketed child [3][4].
  • Nonprofit tax status (501(c)(3)) governs dance and much of theater — tax exemption, deductible donations (in effect a public subsidy), and Form 990 disclosure — and public arts funding is retreating after sharp 2025 NEA cuts [3].
  • Licensing and integrity regimes. State talent-agency licensing and union certification for agents (7114); state racing/gaming commissions and the federal Horseracing Integrity and Safety Authority (7112); the state-by-state sports-betting regime; and animal-welfare law for circuses and racing [3][4][5].
  • Copyright and AI. Statutory music licenses and the fast-moving fight over AI "digital replicas" of voice and likeness govern the money attached to music and freelance talent (7115) [7].

Full detail in each child primer, Section 7.


8. Consolidation

The headline is deceptive: 711 as a whole is fragmented (CR4 10.5%) [1], but that average hides intense concentration and vertical integration at the points where the money is:

  • Distribution is integrating vertically. Live Nation combines promotion, venue operation, artist management, sponsorship, and Ticketmaster under one roof — the flywheel that made it dominant and made it the antitrust target — while national touring is effectively a Live Nation/AEG duopoly and the majors have spent two decades rolling up regional promoters and festivals [4].
  • Sports and representation are consolidating into rights platforms. UFC and WWE merged into TKO; the "Big Three" agencies (WME, CAA, UTA — down from four after CAA bought ICM) have gone private under deep-pocketed private-equity and family-office owners, integrating into owned content and leagues; and private-equity minority stakes in franchises are now permitted [4][5].
  • Rights and catalogs are being financialized. Well-capitalized buyers are rolling up music catalogs and royalty streams into financial portfolios, and Broadway landlords have drawn private-equity ownership (Providence Equity's control of Ambassador Theatre Group) [3][7].
  • The creator base does not consolidate — it stays atomized or contracts. Independent artists (HHI 3.3) and nonprofit dance and theater do not get acquired; the nonprofit field "consolidates" only by attrition as fragile companies close [3][7].

So the subsector-wide takeaway: concentration and financialization are real but localized — found in the distribution, representation, and rights layers, and in scarce sports and venue assets, never in the aggregate. Full dynamics in each child primer, Section 8.


9. Risks

The subsector's risk profile is the union of its children's, weighted by how you gain exposure:

  • Discretionary cyclicality and an affordability ceiling — all of it softens with the consumer, and price-led growth (records driven by higher prices, not more seats) has a ceiling [3][4].
  • Media-rights dependence — cord-cutting or a weak next rights cycle stalls the sports flywheel that anchors the largest child [4].
  • Regulatory / antitrust overhang — the ticketing remedy reshapes the subsector's highest-margin pool; sports antitrust exemptions and betting-integrity shocks are live [4].
  • Hit-driven / recoupment and Baumol's squeeze — ~80% of commercial productions lose money, and nonprofit deficits are structural, worsened by 2025 NEA cuts and donor-wealth sensitivity [3].
  • Key-person and talent concentration — agents can leave and take clients; a star's injury, cancellation, or reputational hit dents grosses across the chain [5].
  • Illiquidity, opacity, and governance — most real ownership is private (franchises, agencies, catalogs, venue operators) or in controlled public companies with thin float and dual-class stock.
  • Tail / total-shutdown risk — when audiences cannot gather, revenue goes to near zero while fixed costs persist; COVID-19 pushed Cirque du Soleil into bankruptcy in 2020.
  • Data risk — the employer-based federal statistics materially understate the true footprint, so underwriting from receipts alone misleads [2][7].

Full lists in each child primer, Section 9.


10. How to invest, and the outlook

Because the five children have different investable surfaces, there is no single "buy 711" trade — you choose a link in the chain and a route:

  • Public exposure clusters in distribution and controlled sports plays. For live-events breadth, Live Nation (with the antitrust risk attached) and, as a venue pure-play, MSG Entertainment; for sports/combat promotion, TKO; for team exposure, the controlled, thin-float names (Atlanta Braves Holdings, MSG Sports, Manchester United); for racetracks, gaming-and-real-estate operators (Churchill Downs); for the freelance-creative economy, its rails (Universal Music Group, Warner Music Group, Spotify). Every one is partly a conglomerate — model it by business segment, and only here do market multiples matter: review current price, free-cash-flow and dividend yields, and enterprise value to earnings before interest, taxes, depreciation, and amortization (EV/EBITDA), normalizing first for tour-year strength, one-off hits, and event timing [3][4][5][7].
  • The direct economics are private. Franchises (league-approved, now including capped private-equity minority stakes), venue real estate and municipal bonds, private-equity stakes in agencies and venue operators (AEG, Oak View Group), production limited partnerships and Broadway landlords, and music/literary catalog and royalty funds. Underwrite on the asset — franchise scarcity, break-even occupancy, rights ownership, catalog income — not on brand fame, and price in illiquidity [3][4][5].
  • Two children are not conventional investments. Independent artists have no direct equity (buy the aggregators), and supporting a nonprofit dance or theater company is a tax-deductible donation, not a stake.

Outlook (forward-looking judgment). The five diverge. Spectator sports is the strongest — scarcity plus institutional demand plus a rights and betting tailwind, with the 2026 World Cup and 2028 LA Olympics as catalysts; the swing factor is the next media-rights cycle. Promotion and venues are constructive but selective — a durable shift toward scarce, time-specific experiences, with value accruing to premium hospitality and the ticketing layer, against a lumpy content cycle and the regulatory cloud over Live Nation. Agents and the freelance economy grow with the talent economy — streaming, NIL, and creators enlarge the commissionable base, but the income distribution stays brutally unequal and the value keeps accruing to consolidated intermediaries, not the talent. Performing-arts companies are mixed — music has a genuine secular tailwind, theater is at record nominal grosses but not clearly healthier, and dance is the most pressured, a majority in deficit as public funding is threatened.

The through-line: NAICS 711 is a culturally vital, resilient, but structurally low-margin subsector where the firms are mostly creators, the revenue mostly sits with the competitors and distributors, the durable value lives in scarce private assets and rights, and the very biggest dollars — media rights, royalties, ticketing fees — are booked outside the code entirely. Public investors have few clean ways in, and most of them are the same handful of vertically integrated names. For the complete treatment of any one link, read its child primer.


Sources

Level figures are our ingested ground-truth statistics for NAICS 711; supporting company, trade, and forward-looking detail is drawn from the five child primers (7111, 7112, 7113, 7114, 7115) and their own citations. Numbering is local to this page.

  1. U.S. Census Bureau. Economic Census 2022, Concentration of Largest Firms — NAICS 711 (receipts $154.901B; firms 65,007; CR4 10.5%, CR8 13.1%, CR20 18.9%, CR50 29.4%; HHI suppressed). Ground-truth federal file for this level. 2025. https://data.census.gov/table/ECNSIZE2022.EC2200SIZECONCEN
  2. U.S. Census Bureau. County Business Patterns 2023 — NAICS 711 (establishments 68,638; employment 542,145; annual payroll $60.740B; Q1 payroll $12.293B). Ground-truth federal file for this level. 2025. https://data.census.gov/table/CBP2023.CB2300CBP
  3. Histometrics primer — NAICS 7111, Performing Arts Companies (theater, dance, music, other; receipts $18.27B; nonprofit "three-legged stool"; Broadway recoupment; NEA cuts; BLS ~169,800 musicians). Draws on the 2022 Economic Census, 2023 CBP, Broadway League, TCG/SMU DataArts, Dance Data Project, and company filings.
  4. Histometrics primer — NAICS 7112, Spectator Sports (teams, racetracks, other; receipts $56.26B; media-rights and betting engine; franchise scarcity; league antitrust; racino reclassification). Draws on the 2022 Economic Census, 2023 CBP, Forbes valuations, the American Gaming Association, SEC filings, and league media-rights disclosures.
  5. Histometrics primer — NAICS 7113, Promoters of Performing Arts, Sports, and Similar Events (with/without facilities; receipts $40.93B; Live Nation ~$25.2B FY2025; DOJ/states v. Live Nation–Ticketmaster; FTC all-in fees rule). Draws on the 2022 Economic Census, 2023 CBP, Live Nation and MSGE filings, DOJ Antitrust Division, and Pollstar.
  6. Histometrics primer — NAICS 7114, Agents and Managers for Artists, Athletes, Entertainers, and Other Public Figures (receipts $10.81B commissions; CR4 30.0%, HHI 289.9; Forbes top-10 agencies ~$4.6B commissions on ~$72B contracts; private-equity roll-up). Draws on the 2022 Economic Census, 2023 CBP, Forbes, SEC filings, and SAG-AFTRA.
  7. Histometrics primer — NAICS 7115, Independent Artists, Writers, and Performers (receipts $28.63B employer; CR4 2.2%, HHI 3.3; Nonemployer Statistics ~1.04M proprietorships and ~$25.4B receipts, 2023; rights/aggregator model). Draws on the 2022 Economic Census, 2023 CBP, and Census Nonemployer Statistics.
  8. U.S. Department of Justice and Federal Trade Commission. 2023 Merger Guidelines (HHI concentration thresholds). 2023. https://www.justice.gov/atr/merger-guidelines