American Gambling Markets Atlas (AGMA)

Data and methodology

Methodology

The canonical data lives as plain YAML and CSV files in a git repository. Each legal-status entry, rule, tax rate, event and license cites one or more sources, with the date it was retrieved and, where possible, a short verbatim excerpt. Monthly revenue is parsed automatically from each state regulator's own reports, and every row links to the report it came from.

Automated jobs keep it current: revenue parsers run daily, legislation syncs nightly from Open States, and a weekly watcher re-fetches every cited statute and regulator page and flags changes for review. Nothing changes in the published data without passing validation; changes to legal facts are reviewed by a person.

Company financials come from annual filings. For SEC registrants, revenue and net income attributable to the company are read from the XBRL data in each 10-K or 20-F, and each year cites the latest filing that reported it, so restated figures replace the originals. Companies that do not file with the SEC are entered by hand from their annual reports, in their own reporting currency. Market capitalization is the latest quoted value from Yahoo Finance, converted to U.S. dollars at that day's exchange rate.

Reference data

Population and state tax collections come from the Census Bureau, gambling employment from the Bureau of Labor Statistics' Quarterly Census of Employment and Wages, tribal compact notices from the Federal Register and tribal gaming revenue from the National Indian Gaming Commission. These refresh monthly. Enforcement actions, problem-gambling funding, self-exclusion and helpline counts, and horse racing handle are collected by hand from regulator, attorney general and state agency reports, and coverage varies by state.

Revenue per adult divides a calendar year of reported revenue by the Census estimate of residents 21 and over. Gambling taxes are the Census categories for amusement and pari-mutuel taxes, which can include admissions taxes unrelated to gambling. Tribal casino jobs are counted by the Bureau of Labor Statistics as local-government employment.

Source hierarchy

Primary sources (statutes, regulations, regulator reports and orders, court opinions, attorney general letters, compacts) come first. Industry trackers and news reporting are used to find facts and as second citations; entries that rest only on a secondary source say so.

Downloads

Every table is available as CSV and Parquet, plus a single DuckDB database file.

TableRowsCSVParquet
jurisdictions51CSVParquet
regulators156CSVParquet
vertical_status1,122CSVParquet
facts786CSVParquet
tax_rates361CSVParquet
legal_events882CSVParquet
sources2,904CSVParquet
operators216CSVParquet
brands285CSVParquet
licenses763CSVParquet
bills683CSVParquet
pm_volume67CSVParquet
pm_mix6CSVParquet
pm_revenue9CSVParquet
pm_applications34CSVParquet
financials383CSVParquet
market_caps37CSVParquet
fx_rates7CSVParquet
sports_deals72CSVParquet
sports_deal_totals8CSVParquet
us_revenue35CSVParquet
population714CSVParquet
state_taxes700CSVParquet
gambling_employment1,534CSVParquet
tribal_compacts845CSVParquet
tribal_regions8CSVParquet
tribal_ggr80CSVParquet
tribal_payments53CSVParquet
enforcement377CSVParquet
rg_funding14CSVParquet
rg_self_exclusion10CSVParquet
rg_helpline11CSVParquet
racing_national7CSVParquet
racing_states26CSVParquet
racing_hhr5CSVParquet
revenue44,789CSVParquet

gld.duckdb (all tables)

Status definitions

operational
Legal and currently operating in the state
legal_prelaunch
Authorized by law but no operator has launched yet
limited
Legal only in a restricted form (e.g. tribal-only, single operator, retail-only at specific venues)
not_authorized
No statute authorizes it; general gambling prohibitions apply
prohibited
Specifically banned by statute, regulation, or AG/regulator action
contested
Active litigation or regulator dispute over legality (e.g. prediction markets)
repealed
Was legal, since repealed
unknown
NA (not available after research)

Not legal advice

This is a research reference. Laws change and interpretations differ; check the cited primary sources and consult counsel before relying on anything here.