datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
smart_contractattackdex-paldeaSingle pokemon datasets containing all the attacks (from levelling or TMs) learnable by the relative monster. All the data refer to the Paldea region and they come from the project discussed in https://medium.com/@virtualmartire/i-built-an-algorithm-that-finds-the-optimal-pokemon-team-01ea152824a9.
Low-Carbon-London-Smart-Meter-Cleaned-FeatureReadyindian-government-schemes-2025
Indian Government Schemes Dataset 2026
Dataset Description
The most comprehensive structured dataset of Indian central and state government schemes — 4,693 schemes across all ministries and states, with machine-readable eligibility fields.
Maintained by SmartDuke Technologies · Coimbatore, Tamil Nadu, India
This dataset powers SchemeFit — India's government scheme finder for citizens and businesses.
What Makes This Different
Most existing Indian… See the full description on the dataset page: https://huggingface.co/datasets/smartduketech/indian-government-schemes-2025.hse-acronym-dictionary-2026
Canonical landing page: https://www.smartqhse.com/datasets/hse-acronym-dictionary-2026
HSE Acronym Dictionary 2026
Authoritative reference of 150+ HSE / EHS / occupational-safety acronyms with one-line definitions. Covers metrics (TRIR, LTIFR, DART, EMR, WBGT), regulations (OSHA, RIDDOR, COSHH, CDM, COMAH, PSM, OSHAD-SF), methodologies (HAZOP, HAZID, LOPA, SIL, FMEA, RCA, BBS, ICAM, TapRooT, Tripod Beta), bodies (NEBOSH, IOSH, IIRSM, IOGP, ACGIH, NIOSH, ANSI, ASSP), and… See the full description on the dataset page: https://huggingface.co/datasets/SmartQHSE/hse-acronym-dictionary-2026.named-process-safety-incidents-extended-2026
Canonical landing page: https://www.smartqhse.com/datasets/named-process-safety-incidents-extended-2026
Named Process Safety and Industrial Disasters — Extended Reference 2026
Curated reference of 40 named historical process-safety, industrial, and major-fire disasters with dates, fatalities, casual factors, and regulatory consequences. Spans 1917–2024. Covers Bhopal, Piper Alpha, Texas City, Deepwater Horizon, Buncefield, Flixborough, Seveso, Phillips 66 Pasadena, Longford… See the full description on the dataset page: https://huggingface.co/datasets/SmartQHSE/named-process-safety-incidents-extended-2026.hazop-guidewords-reference-2026
Canonical landing page: https://www.smartqhse.com/datasets/hazop-guidewords-reference-2026
HAZOP Guidewords Reference 2026 — IEC 61882 with Node Examples
HAZOP guidewords reference following IEC 61882:2016 and CCPS guidance. 7 standard guidewords (NO/NOT, MORE, LESS, AS WELL AS, PART OF, REVERSE, OTHER THAN) applied to key process parameters (flow, pressure, temperature, level, composition, reaction, rotation, operating mode) with ~20 worked examples each providing: deviation… See the full description on the dataset page: https://huggingface.co/datasets/SmartQHSE/hazop-guidewords-reference-2026.hse-certification-exam-syllabus-2026
Canonical landing page: https://www.smartqhse.com/datasets/hse-certification-exam-syllabus-2026
HSE Certification Exam Syllabus 2026 — NEBOSH IGC + IOSH MS + OSHA 30
Consolidated topic outlines for the most-recognised HSE qualifications worldwide — NEBOSH International General Certificate (IGC), NEBOSH International Diploma, IOSH Managing Safely, IOSH Working Safely, OSHA 30-Hour General Industry, OSHA 30-Hour Construction, and OSHA 10-Hour General Industry. Each row: course… See the full description on the dataset page: https://huggingface.co/datasets/SmartQHSE/hse-certification-exam-syllabus-2026.hse-incident-investigation-methods-2026
HSE Incident Investigation Methods Reference 2026
Structured reference of 9 well-documented root-cause analysis and incident investigation methods used in health, safety, and environment (HSE) practice.
Details
Publisher: SmartQHSE Ltd (https://www.smartqhse.com)
License: CC BY 4.0
Format: CSV (UTF-8)
DOI: 10.5281/zenodo.20446335
Landing page: https://www.smartqhse.com/datasets/hse-incident-investigation-methods-2026
Citation
SmartQHSE Ltd… See the full description on the dataset page: https://huggingface.co/datasets/SmartQHSE/hse-incident-investigation-methods-2026.iso-45001-2018-clause-reference-2026
ISO 45001:2018 Occupational Health and Safety Management System — Clause Reference 2026
Structured reference of ISO 45001:2018 clauses 4–10, mapping each clause to its intent, key requirements, and PDCA phase for OHS management systems.
Details
Publisher: SmartQHSE Ltd (https://www.smartqhse.com)
License: CC BY 4.0
Format: CSV (UTF-8)
DOI: 10.5281/zenodo.20446739
Landing page: https://www.smartqhse.com/datasets/iso-45001-2018-clause-reference-2026… See the full description on the dataset page: https://huggingface.co/datasets/SmartQHSE/iso-45001-2018-clause-reference-2026.motorcycle-accident-driving-datasets
Dataset Summary
The dataset consisted of 2 types of cases; accident and driving while riding a motorcycle. 68 accident cases and 68 driving cases are prepared. 30 fps and 852x480 by default. It might be helpful when you train a model to infer whether a video is a motorcycle crash or not. One thing you should know about is 'driving videos' are not typically motorcycle driving. Most 'driving videos' are dashcams in the car. However, all the videos about accidents are motorcycle… See the full description on the dataset page: https://huggingface.co/datasets/smart-dashcam/motorcycle-accident-driving-datasets.Smart_Home_Energy_Usagesmart-logistics-delay-split-v0
Smart Logistics delay split v0 (frozen)
The 1,000-row Kaggle Smart Logistics Supply Chain Dataset (user ziya07, listed as CC0 on
https://www.kaggle.com/datasets/ziya07/smart-logistics-supply-chain-dataset when read on
2026-09-03) together with the exact 800/200 ShareGPT-style JSONL split on which
Yuchiwang02/Llama-3.2-1B-DelaySentinel
was fine-tuned in September 2025.
What this dataset makes possible
A complete, worked example of label leakage, small enough to… See the full description on the dataset page: https://huggingface.co/datasets/Yuchiwang02/smart-logistics-delay-split-v0.osha-most-cited-standards-2024
Canonical landing page: https://www.smartqhse.com/datasets/osha-most-cited-standards-2024
OSHA Most-Cited Standards FY2024
Top 30 most-frequently-cited OSHA standards in US fiscal year 2024, with citation focus area, primary scope (general industry / construction), and typical Serious-citation penalty range. Sourced from OSHA enforcement data (osha.gov/data/enforcement). Useful for compliance prioritisation, training curriculum design, and contractor pre-qualification… See the full description on the dataset page: https://huggingface.co/datasets/SmartQHSE/osha-most-cited-standards-2024.vulnerable-functions-baseThese datasets serve as a basis for other datasets in this family which are built for tasks like Classification or Seq2Seq generation.
1. Smart Contract Vulnerabilities with Explanations (vulnerable-w-explanations)
This repository offers two datasets of Solidity functions,
This dataset comprises vulnerable Solidity functions audited by 5 auditing companies:
(Codehawks, ConsenSys, Cyfrin, Sherlock, Trust Security). These audits are compiled by Solodit.
Usage
from… See the full description on the dataset page: https://huggingface.co/datasets/msc-smart-contract-auditing/vulnerable-functions-base.indoor-smartphone-3d-reconstruction-control
Indoor Smartphone 3D Reconstruction Control Dataset
Набор данных подготовлен для сравнения методов восстановления 3D-сцены в помещении по короткому видео со смартфона. Он содержит три небольшие indoor-сцены, очищенные публикационные видеоролики, подвыборки кадров, ручную CVAT-разметку и физически измеренные контрольные расстояния.
Датасет предназначен для оценки геометрической согласованности результатов 3D-реконструкции. Разметка не является обучающей dense-разметкой глубины:… See the full description on the dataset page: https://huggingface.co/datasets/Maksonchek/indoor-smartphone-3d-reconstruction-control.llm-smartrouter-benchmark
LLM SmartRouter & Agent Highway Latency & Cost Benchmark (v1.4.0)
Empirical performance benchmark dataset comparing direct model endpoints (OpenAI, Anthropic Claude, Google Gemini) against the PixelRouter / BLUN SmartRouter proxy layer and Autonomous Agent Web Highway (https://api.pixeloffice.eu/v1).
v1.4.0 Benchmark Highlights
Anthropic Claude Messages API: Sub-35ms proxy routing for native /v1/messages payloads with 94%+ cost savings.
Machine Web Highway… See the full description on the dataset page: https://huggingface.co/datasets/pixeloffice/llm-smartrouter-benchmark.ppe-standards-cross-reference-2026
Canonical landing page: https://www.smartqhse.com/datasets/ppe-standards-cross-reference-2026
PPE Standards Cross-Reference 2026 — ANSI vs EN vs AS/NZS
Cross-reference of PPE standards across ANSI/ISEA (US), EN/EN ISO (EU/UK), and AS/NZS (Australia/NZ) frameworks. ~80-100 rows covering eye, head, foot, hand (cut/chemical/heat/electrical), hi-vis, hearing, respiratory, fall protection, and arc flash. Maps equivalent standard numbers and key test parameters/ratings across… See the full description on the dataset page: https://huggingface.co/datasets/SmartQHSE/ppe-standards-cross-reference-2026.smartgridbench-review-artifact
SmartGridBench Review Artifact
This anonymous reviewer artifact contains the paper-facing SmartGridBench scenario and evidence tables for a NeurIPS 2026 Evaluations & Datasets submission.
SmartGridBench evaluates tool-using language agents on Smart Grid transformer-maintenance workflows. The package includes 36 canonical scenario definitions (31 hand-authored plus 5 promoted generated scenarios), 5 negative schema fixtures, paper-grade evidence registries, summary tables, a compact… See the full description on the dataset page: https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact.risk-matrix-reference-2026
Canonical landing page: https://www.smartqhse.com/datasets/risk-matrix-reference-2026
Risk Matrix Reference 2026 — 5x5, 4x4, and 3x3 with ALARP Zones
Fully populated risk matrices in 5x5 (25 cells), 4x4 (16 cells), and 3x3 (9 cells) configurations. Each cell: severity level + descriptor, likelihood level + descriptor, risk score, risk band (Very Low / Low / Medium / High / Very High), ALARP zone (Broadly Acceptable / Tolerable / Intolerable), and recommended management… See the full description on the dataset page: https://huggingface.co/datasets/SmartQHSE/risk-matrix-reference-2026.confined-space-atmospheric-action-levels-2026
Canonical landing page: https://www.smartqhse.com/datasets/confined-space-atmospheric-action-levels-2026
Confined Space Atmospheric Action Levels 2026 — Multi-Jurisdiction
Confined space atmospheric monitoring thresholds across OSHA 1910.146 (US), HSE UK (INDG258 / EH40 WELs / SCR97), and IOGP Report 415. ~13 parameters: O2 (19.5-23.5%), LEL (<10% acceptable), H2S (IDLH 100 ppm), CO (PEL 50 ppm OSHA), SO2, NO2, NH3, methane, chlorine, HCN, benzene, temperature, noise. Per… See the full description on the dataset page: https://huggingface.co/datasets/SmartQHSE/confined-space-atmospheric-action-levels-2026.ghs-pictograms-h-p-codes-2026
Canonical landing page: https://www.smartqhse.com/datasets/ghs-pictograms-h-p-codes-2026
GHS Hazard Pictograms + H-Statement + P-Statement Codes 2026
Consolidated UN GHS Rev. 10 reference — 9 GHS hazard pictograms (GHS01–GHS09), ~80 H-codes (hazard statements) and ~90 P-codes (precautionary statements) with category tags (physical / health / environmental / general / prevention / response / storage / disposal). Used for SDS authoring, label compliance, REACH/CLP/HazCom 2012… See the full description on the dataset page: https://huggingface.co/datasets/SmartQHSE/ghs-pictograms-h-p-codes-2026.permit-to-work-types-reference-2026
Permit-to-Work Types Reference 2026
Reference table of 11 common permit-to-work types covering scope, key hazards, typical controls, authorising roles, validity, and confident regulatory references.
Details
Publisher: SmartQHSE Ltd (https://www.smartqhse.com)
License: CC BY 4.0
Format: CSV (UTF-8)
DOI: 10.5281/zenodo.20446749
Landing page: https://www.smartqhse.com/datasets/permit-to-work-types-reference-2026
Citation
SmartQHSE Ltd (2026).… See the full description on the dataset page: https://huggingface.co/datasets/SmartQHSE/permit-to-work-types-reference-2026.HomeDepot-Smart-Home-Dataset
Home Depot Smart Home Product Dataset
A structured dataset of Smart Home products from Home Depot, featuring detailed product specifications, pricing, category taxonomy, highlights, color variants, dimensions, and brand data. Ideal for training product recommendation models, smart home AI assistants, price intelligence systems, and e-commerce search engines.
Dataset Overview
Field
Details
Source
Home Depot
Total Records
230+
Category Focus
Smart Home, IoT… See the full description on the dataset page: https://huggingface.co/datasets/crawlfeeds/HomeDepot-Smart-Home-Dataset.smartphone-specifications-2020-2024
Smartphone Specifications (2020–2024)
Description
A tabular dataset containing smartphone specifications released between 2020 and 2024, including hardware details and approximate pricing.
Dataset Structure
Single CSV file: dataset.csv
Fields
id
brand
model
release_year
os
ram_gb
storage_gb
battery_mah
price_usd
Usage
from datasets import load_dataset
ds = load_dataset("yourusername/smartphone-specifications-2020-2024")
print(ds)
hse-kpi-catalog-2026
Canonical landing page: https://www.smartqhse.com/datasets/hse-kpi-catalog-2026
HSE KPI Catalog 2026 — Leading and Lagging Indicators
~30 HSE KPIs with formula, unit, direction, authority, benchmark, and industry applicability. Lagging: TRIR, LTIFR, DART, FAR, LOPC Tier 1/2, EMR. Leading: TBT compliance, PTW audit closure, BBS observations per worker, training hours per worker, CAPA closure, MOC closure, PSSR completion, safety climate score, hazard report rate… See the full description on the dataset page: https://huggingface.co/datasets/SmartQHSE/hse-kpi-catalog-2026.snt-fire-enose-sample
SNT Fire/Smoke E-Nose - Sample Data Subset
A small, curated sample of raw recordings from SmartNanotubes' 4×16-channel carbon-nanotube (CNT) electronic-nose arrays, released so that researchers and partners can see the signal quality and experiment with the data. This is a teaser subset, not the full training corpus.
It accompanies the model card at smartnanotubes/snt-fire-enose-5class and the interactive demo at smartnanotubes/snt-fire-enose-demo.
What's in it… See the full description on the dataset page: https://huggingface.co/datasets/smartnanotubes/snt-fire-enose-sample.hse-toolbox-talk-topics-2026
HSE Toolbox Talk Topics Library 2026
50 toolbox-talk (safety moment) topics with hazard category, key teaching points, typical duration, and relevant standards where confident.
Details
Publisher: SmartQHSE Ltd (https://www.smartqhse.com)
License: CC BY 4.0
Format: CSV (UTF-8)
DOI: 10.5281/zenodo.20446345
Landing page: https://www.smartqhse.com/datasets/hse-toolbox-talk-topics-2026
Citation
SmartQHSE Ltd (2026). HSE Toolbox Talk Topics Library… See the full description on the dataset page: https://huggingface.co/datasets/SmartQHSE/hse-toolbox-talk-topics-2026.smart-phone
📱 Prediction Smartphone Addiction - Competition Submission in Kaggle
This dataset contains the data and/or prediction results used for a Kaggle competition related to smartphone addiction prediction.
The project focuses on analyzing smartphone usage and related behavioral or demographic features to build machine learning models capable of predicting smartphone addiction levels.
🎯 Project Overview
Smartphone usage has become an important part of everyday life.… See the full description on the dataset page: https://huggingface.co/datasets/kriti-26/smart-phone.occupational-exposure-limits-crosswalk-2026
Occupational Exposure Limits Crosswalk 2026 — OSHA PEL / NIOSH REL / ACGIH TLV / UK WEL / EU IOELV
Side-by-side OEL crosswalk for 28 priority substances across OSHA 29 CFR 1910.1000, NIOSH REL, ACGIH TLV, UK EH40 WEL, and EU IOELV (2024 directive).
Details
Publisher: SmartQHSE Ltd (https://www.smartqhse.com)
License: CC BY 4.0
Format: CSV (UTF-8)
DOI: 10.5281/zenodo.20446747
Landing page:… See the full description on the dataset page: https://huggingface.co/datasets/SmartQHSE/occupational-exposure-limits-crosswalk-2026.
