datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
clean-air-act-major-source-thresholds
Clean Air Act "major source" emission thresholds by pollutant and area classification
Canonical, always-current version: https://referencesource.org/clean-air-act-major-source-thresholds/
Machine-readable: https://referencesource.org/clean-air-act-major-source-thresholds/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-19
Stale after: 2027-02-15 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 13… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/clean-air-act-major-source-thresholds.reckless-driving-speed-thresholds-by-state
Reckless / excessive-speeding mph thresholds that trigger a criminal charge, by state
Canonical, always-current version: https://referencesource.org/reckless-driving-speed-thresholds-by-state/
Machine-readable: https://referencesource.org/reckless-driving-speed-thresholds-by-state/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-20
Stale after: 2027-08-20 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/reckless-driving-speed-thresholds-by-state.chemical-regulatory-reporting-thresholds
US federal chemical regulatory reporting thresholds by program (CERCLA, EPCRA, CAA)
Canonical, always-current version: https://referencesource.org/chemical-regulatory-reporting-thresholds/
Machine-readable: https://referencesource.org/chemical-regulatory-reporting-thresholds/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-05
Stale after: 2027-08-05 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records:… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/chemical-regulatory-reporting-thresholds.state-lemon-law-eligibility-thresholds
State lemon law eligibility thresholds: time limits, mileage, and repair attempts by US state
Canonical, always-current version: https://referencesource.org/state-lemon-law-eligibility-thresholds/
Machine-readable: https://referencesource.org/state-lemon-law-eligibility-thresholds/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-17
Stale after: 2027-08-17 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/state-lemon-law-eligibility-thresholds.workers-comp-coverage-thresholds-by-state
Workers' compensation insurance requirements by US state: employee thresholds, who counts, and industry exceptions
Canonical, always-current version: https://referencesource.org/workers-comp-coverage-thresholds-by-state/
Machine-readable: https://referencesource.org/workers-comp-coverage-thresholds-by-state/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-12
Stale after: 2027-02-08 (past this date, prefer the canonical copy —
it re-verifies on a cadence… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/workers-comp-coverage-thresholds-by-state.state-data-privacy-applicability-thresholds
US state consumer data privacy laws: applicability thresholds by state
Canonical, always-current version: https://referencesource.org/state-data-privacy-applicability-thresholds/
Machine-readable: https://referencesource.org/state-data-privacy-applicability-thresholds/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-12
Stale after: 2026-11-10 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 18
For… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/state-data-privacy-applicability-thresholds.wage-garnishment-exemption-thresholds-by-state
Wage garnishment limits and exempt earnings by state
Canonical, always-current version: https://referencesource.org/wage-garnishment-exemption-thresholds-by-state/
Machine-readable: https://referencesource.org/wage-garnishment-exemption-thresholds-by-state/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-26
Stale after: 2027-02-22 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 10
How much of a… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/wage-garnishment-exemption-thresholds-by-state.dot-hazmat-placarding-thresholds
DOT hazmat placarding requirements by hazard class (any-quantity vs. 1,001 lb threshold)
Canonical, always-current version: https://referencesource.org/dot-hazmat-placarding-thresholds/
Machine-readable: https://referencesource.org/dot-hazmat-placarding-thresholds/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-19
Stale after: 2027-02-15 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 23
A… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/dot-hazmat-placarding-thresholds.drug-price-transparency-thresholds
State drug price transparency reporting thresholds, triggers, and penalties for pharmaceutical manufacturers
Canonical, always-current version: https://referencesource.org/drug-price-transparency-thresholds/
Machine-readable: https://referencesource.org/drug-price-transparency-thresholds/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-15
Stale after: 2027-02-11 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/drug-price-transparency-thresholds.state-public-works-bond-thresholds
State public works payment and performance bond thresholds (Little Miller Acts)
Canonical, always-current version: https://referencesource.org/state-public-works-bond-thresholds/
Machine-readable: https://referencesource.org/state-public-works-bond-thresholds/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-17
Stale after: 2027-08-17 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 53
Do I need a… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/state-public-works-bond-thresholds.con-capital-expenditure-thresholds-by-state
Certificate of Need capital expenditure thresholds by US state — dollar thresholds by facility type, covered services, reviewing agencies, and program status
Canonical, always-current version: https://referencesource.org/con-capital-expenditure-thresholds-by-state/
Machine-readable: https://referencesource.org/con-capital-expenditure-thresholds-by-state/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-19
Stale after: 2027-08-19 (past this date, prefer the… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/con-capital-expenditure-thresholds-by-state.epcra-tier-ii-state-reporting-thresholds
EPCRA Tier II hazardous chemical inventory reporting thresholds by state
Canonical, always-current version: https://referencesource.org/epcra-tier-ii-state-reporting-thresholds/
Machine-readable: https://referencesource.org/epcra-tier-ii-state-reporting-thresholds/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-18
Stale after: 2027-08-18 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 19
The… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/epcra-tier-ii-state-reporting-thresholds.hazwaste-generator-category-thresholds
Hazardous waste generator categories — federal vs California vs Washington thresholds and obligations
Canonical, always-current version: https://referencesource.org/hazwaste-generator-category-thresholds/
Machine-readable: https://referencesource.org/hazwaste-generator-category-thresholds/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-11
Stale after: 2027-08-11 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/hazwaste-generator-category-thresholds.state-prevailing-wage-thresholds
State prevailing wage law applicability thresholds
Canonical, always-current version: https://referencesource.org/state-prevailing-wage-thresholds/
Machine-readable: https://referencesource.org/state-prevailing-wage-thresholds/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-15
Stale after: 2027-08-15 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 11
At what project dollar amount does the… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/state-prevailing-wage-thresholds.driver-license-points-thresholds-by-state
Driver's license point systems: suspension thresholds and lookback periods by US state
Canonical, always-current version: https://referencesource.org/driver-license-points-thresholds-by-state/
Machine-readable: https://referencesource.org/driver-license-points-thresholds-by-state/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-19
Stale after: 2027-08-19 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/driver-license-points-thresholds-by-state.general-contractor-license-thresholds-by-state
General contractor license requirements and dollar thresholds by US state
Canonical, always-current version: https://referencesource.org/general-contractor-license-thresholds-by-state/
Machine-readable: https://referencesource.org/general-contractor-license-thresholds-by-state/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-17
Stale after: 2027-08-17 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records:… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/general-contractor-license-thresholds-by-state.marketplace-subsidy-income-thresholds
ACA marketplace subsidy income limits by coverage year, household size and state group
Canonical, always-current version: https://referencesource.org/marketplace-subsidy-income-thresholds/
Machine-readable: https://referencesource.org/marketplace-subsidy-income-thresholds/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-13
Stale after: 2027-03-01 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 48… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/marketplace-subsidy-income-thresholds.state-mini-warn-act-thresholds
State mini-WARN act thresholds: layoff notice requirements beyond federal WARN
Canonical, always-current version: https://referencesource.org/state-mini-warn-act-thresholds/
Machine-readable: https://referencesource.org/state-mini-warn-act-thresholds/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-18
Stale after: 2027-08-18 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 11
For each US state with… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/state-mini-warn-act-thresholds.competitive-bid-thresholds-by-state
Competitive bid thresholds for local government by US state — the dollar amount at which a city, county or school district must formally bid, with statutory citations
Canonical, always-current version: https://referencesource.org/competitive-bid-thresholds-by-state/
Machine-readable: https://referencesource.org/competitive-bid-thresholds-by-state/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-19
Stale after: 2027-08-19 (past this date, prefer the… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/competitive-bid-thresholds-by-state.state-small-estate-affidavit-thresholds
State small estate affidavit and simplified probate thresholds
Canonical, always-current version: https://referencesource.org/state-small-estate-affidavit-thresholds/
Machine-readable: https://referencesource.org/state-small-estate-affidavit-thresholds/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-18
Stale after: 2027-08-18 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 13
Dollar thresholds… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/state-small-estate-affidavit-thresholds.cyberscale-ir-thresholds