datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Runway_Thresholds
Runway Piano Markings Dataset
A computer vision dataset of airport runway threshold markings (piano keys), for object detection.
Overview
This dataset contains 8,000 satellite images of size 640×640 captured from Google Maps. Each image focuses on "piano markings", the threshold indicators at the start of a runway. To make the task easier, all runways are oriented up.
Dataset Structure
The dataset is organized into two primary directories:
dataset/
├── images/… See the full description on the dataset page: https://huggingface.co/datasets/DEEL-AI/Runway_Thresholds.lmsys-arena-human-preference-55k-thresholdsclean-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.asia-owid-distribution-of-population-between-different-poverty-thresholds-stacked-bar
Distribution Of Population Between Different Poverty Thresholds Stacked Bar | Asia (Our World in Data)
🌏 491 observations · 40 Asia countries · 1977–2025 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 491 observations of Distribution Of Population Between Different Poverty Thresholds Stacked Bar data across 40 Asia countries, spanning 1977–2025.
About the source
Source: Our World in Data
Publisher: Our World in Data
License:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-distribution-of-population-between-different-poverty-thresholds-stacked-bar.aurora-destination-visibility-thresholds
Aurora Destination Visibility Thresholds — 69 Locations, Geomagnetic Latitude & Minimum Kp Index (2026)
Geomagnetic latitude and minimum planetary Kp index needed to see aurora from 69 named viewing destinations worldwide, plus a per-month (Jan-Dec) 0-3 visibility score reflecting dark-hour availability and typical seasonal cloud/daylight conditions. A live space-weather Kp forecast only tells you how active the aurora is globally — this is the lookup table that turns that… See the full description on the dataset page: https://huggingface.co/datasets/rrhagentbiz/aurora-destination-visibility-thresholds.africa-owid-share-in-poverty-relative-to-different-poverty-thresholds
Share In Poverty Relative To Different Poverty Thresholds | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-share-in-poverty-relative-to-different-poverty-thresholds.asia-owid-distribution-of-population-across-income-thresholds-stacked-bar-30-only
Distribution Of Population Across Income Thresholds Stacked Bar 30 Only | Asia (Our World in Data)
🌏 491 observations · 40 Asia countries · 1977–2025 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 491 observations of Distribution Of Population Across Income Thresholds Stacked Bar 30 Only data across 40 Asia countries, spanning 1977–2025.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-distribution-of-population-across-income-thresholds-stacked-bar-30-only.asia-owid-distribution-of-population-between-different-poverty-lines-more-thresholds
Distribution Of Population Between Different Poverty Lines More Thresholds | Asia (Our World in Data)
🌏 491 observations · 40 Asia countries · 1977–2025 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 491 observations of Distribution Of Population Between Different Poverty Lines More Thresholds data across 40 Asia countries, spanning 1977–2025.
About the source
Source: Our World in Data
Publisher: Our World in Data
License:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-distribution-of-population-between-different-poverty-lines-more-thresholds.asia-owid-distribution-of-population-poverty-thresholds
Distribution Of Population Poverty Thresholds | Asia (Our World in Data)
🌏 491 observations · 40 Asia countries · 1977–2025 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 491 observations of Distribution Of Population Poverty Thresholds data across 40 Asia countries, spanning 1977–2025.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Distribution Of Population Poverty… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-distribution-of-population-poverty-thresholds.africa-owid-distribution-of-population-poverty-thresholds-2011-ppp
Distribution Of Population Poverty Thresholds 2011 Ppp | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-distribution-of-population-poverty-thresholds-2011-ppp.africa-owid-distribution-of-population-between-different-poverty-lines-more-thresholds
Distribution Of Population Between Different Poverty Lines More Thresholds | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-distribution-of-population-between-different-poverty-lines-more-thresholds.