datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
maritime-bunker-consumption-voyage-plan-coherence-risk-v0.1What this repo is for
Detect when fuel burn stops matching voyage plan.
You use it to flag:
unexpected efficiency loss
reserve margin collapse
speed pushing fuel beyond plan
weather masking burn drift
Why it matters
Fuel is the largest variable cost in shipping
adaption-defi-wallet-risk-classification-v1
This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-defi_wallet_risk_classification
This dataset contains prompt-completion pairs for classifying the 14-day risk outcomes of DeFi wallets on various EVM networks based on behavioral features. Each sample provides wallet metrics such as transaction counts, action ratios, and concentration levels, followed by a binary risk label and a concise reasoning statement. The data is designed for… See the full description on the dataset page: https://huggingface.co/datasets/samscript18/adaption-defi-wallet-risk-classification-v1.BioVITA
Citation
@inproceedings{shinoda2026biovita,
title = {BioVITA: Biological Dataset, Model, and Benchmark for Visual-Textual-Acoustic Alignment},
author = {Risa Shinoda and Kaede Shiohara and Nakamasa Inoue and Kuniaki Saito and Hiroaki Santo and Fumio Okura},
booktitle = {CVPR},
year = {2026},
}
Urban-Disaster-Risk-Resilience-and-Land-Indicators-For-African-Countries
Urban Disaster Risk Resilience and Land Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - Sector: climate_environment - 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.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Urban-Disaster-Risk-Resilience-and-Land-Indicators-For-African-Countries.bank-model-risk-kg
Bank Model-Risk Knowledge Graph
520 nodes. 2,391 edges. A synthetic bank's entire model-risk inventory as a graph —
models, the data and assumptions behind them, their validations and findings, the regulations
that govern them, and the submissions and decisions they drive.
Built with Samyama Graph.
Generator and loader: samyama-ai/bank-model-risk-kg.
Entirely synthetic — this is the point, not a caveat
Every record here is generated. It represents no real… See the full description on the dataset page: https://huggingface.co/datasets/VaidhyaMegha/bank-model-risk-kg.PhishingURLDatasetsafrica-disaster-risk-all
African Flood Risk Urban Mapping | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: climate_environment - 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.
What This Dataset Covers
Public… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-disaster-risk-all.HalluciGen
Dataset Card for HalluciGen-Detection
Dataset Summary
This is a dataset for hallucination detection in the paraphrase generation and machine translation scenario. Each example in the dataset consists of a source sentence, a correct hypothesis, and an incorrect hypothesis containing an intrinsic hallucination. A hypothesis is considered to be a hallucination if it is not entailed by the "source" either by containing additional or contradictory information with respect to… See the full description on the dataset page: https://huggingface.co/datasets/NLP-RISE/HalluciGen.maritime-bill-of-lading-document-set-coherence-risk-v0.1What this repo is for
Triage trade doc packs before they trigger holds.
You use it to flag
HS code inconsistencies across documents
missing certificates
shipper or consignee mismatch
clearance status lag not supported by doc quality
Why it matters
Most port delay disputes begin in paperwork.
behavioral-risk-factor-surveillance-system-brfss-p
Behavioral Risk Factor Surveillance System (BRFSS) Prevalence Data (2010 and prior)
Description
1995-2010. BRFSS land line only prevalence data. BRFSS is a continuous, state-based surveillance system that collects information about modifiable risk factors for chronic diseases and other leading causes of death. Data will be updated annually as it becomes available. Detailed information on sampling methodology and quality assurance can be found on the BRFSS website… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/behavioral-risk-factor-surveillance-system-brfss-p.uk-mot-risk-index
Note on checksums. The README.md in this repository carries a YAML dataset-card
header required by the Hugging Face hub, so its SHA-256 differs from the entry in
checksums.txt. That entry refers to the canonical README published at
motriskindex.co.uk/data/README.md and on
Zenodo. All data files are byte-identical across mirrors.
Attribution and licences of every source (OGL v3.0, CC BY 4.0 for Statens vegvesen and Traficom, CC0 for RDW, public domain for NHTSA) are in ATTRIBUTION.md.… See the full description on the dataset page: https://huggingface.co/datasets/ivitskiy/uk-mot-risk-index.german-credit-risk_credit-scoring_mlp
🏦 German Credit Risk - Dataset para MLP
Este dataset es parte del curso de Deep Learning impartido en el canal de YouTube de inGeniia. Se utiliza para demostrar la implementación de un Perceptrón Multicapa (MLP) para tareas de clasificación binaria (riesgo crediticio).
Descripción del Proyecto
El objetivo de este dataset es predecir si un cliente representa un buen o mal riesgo crediticio basándose en una serie de atributos financieros y personales.
Problema:… See the full description on the dataset page: https://huggingface.co/datasets/inGeniia/german-credit-risk_credit-scoring_mlp.warehouse-inventory-management
Warehouse & Inventory Management Dataset
Abstract
This dataset provides 30,000 simulated warehouse-level observations (10,000 per scenario) of health commodity storage, inventory management, and warehousing performance across three tiers of the pharmaceutical supply chain in sub-Saharan Africa. Each record represents one commodity category assessed at one warehouse during one monthly period. The dataset captures 40+ variables spanning warehouse infrastructure, storage… See the full description on the dataset page: https://huggingface.co/datasets/rishirajpathak/warehouse-inventory-management.credit_risk_ds_100ksuccessful_adversarial_prompts
Citation
If you use this dataset, please cite the associated paper:
@article{chugh2026recap,
title = {RECAP: A Resource-Efficient Method for Adversarial Prompting in Large Language Models},
author = {Chugh, Rishit},
journal = {arXiv preprint arXiv:2601.15331},
year = {2026},
url = {https://arxiv.org/abs/2601.15331}
}
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.rised-healthcare-eval-dataset
RISED Synthetic Clinical Cohort (10,000 patients)
A fully synthetic adult clinical cohort generated deterministically
(random_state = 42) by a Synthea-inspired computational model implemented in
the rised Python
package. No real patient records were used at any stage. The cohort is
intended as a methodological testbed for the RISED Framework and is
demographically heterogeneous to support subgroup-level evaluation.
This is the reference dataset used in the demonstration application… See the full description on the dataset page: https://huggingface.co/datasets/Rohithreddybc/rised-healthcare-eval-dataset.maritime-bunker-consumption-route-coherence-risk-v0.1What this repo is for
Detect when voyage routing decisions push fuel burn out of plan.
You use it to flag
schedule recovery that triggers fuel spikes
efficiency loss hidden behind stable routing
low bunker margin with weak next-port options
compound risk from route drift plus speed-up
Why it matters
Fuel drift turns into cost spikes fast.
It also drives unplanned bunkering and schedule instability.
credit-risk-eda
Credit Risk Analysis — Exploratory Data Analysis (EDA)
1. Objective
This project identifies the key factors influencing loan default risk through exploratory data analysis. The README focuses on the most informative variables; the full analysis and code are available in the accompanying Google Colab notebook.
2. Dataset Overview
The dataset contains borrower level information used to analyze credit default risk. Each observation represents a single loan… See the full description on the dataset page: https://huggingface.co/datasets/Uris001/credit-risk-eda.Risky_ChoicesDataset Summary
The Risky Choices dataset is a derived version of the original choices13k dataset. It is designed to assist in training language models for tasks such as decision-making reasoning, explanation generation, and natural language processing. The dataset contains human decision rates on 13,006 risky choice problems, restructured into a natural language format suitable for various AI and ML applications.
In this processed version, each entry is presented as a decision-making scenario… See the full description on the dataset page: https://huggingface.co/datasets/Josephgflowers/Risky_Choices.ai-risk-manager-dataAbrahamLincolnlegal-time-entry-billing-narrative-scope-coherence-risk-v0.1What this dataset does
You receive
scope
billing guidelines
time entries
fee earner level
billing narrative
duration and rates
flags
You decide
coherent
or
incoherent
Daily use
fee dispute risk scan
scope drift scan
block billing detection
seniority mismatch detection
MLe-SNLI
Multilingual e-SNLI (MLe-SNLI)
In this repo, we provide the training, validation, and testing sets for Multilingual e-SNLI (MLe-SNLI). For more details, find our report here.
Dataset details
MLe-SNLI contains 500K training (train) samples of premise-hypothesis pairs along with their associated label and explanation. We take 100K training samples from the original e-SNLI (Camburu et al., 2018) dataset and translate them into 4 other languages (Spanish, German, Dutch, and… See the full description on the dataset page: https://huggingface.co/datasets/rish16/MLe-SNLI.indian-court-judgements-and-its-summariesclinical-prescription-pharmacy-dispense-coherence-risk-v0.1What this repo is for
Detect when
a prescription exists
but pharmacy dispense
does not happen in time
Common breaks
stockout
verification delay
clarification needed
queue delay for discharge meds
Examples you can use
urgent anticoagulant delayed
antibiotic not dispensed due to stockout
TTO delayed so discharge stalls
You use it to flag
missed dose risk
discharge delay risk
clinical-imaging-report-action-coherence-risk-v0.1What this repo is for
Detect when
imaging answers a question
but the system fails to
acknowledge and act
Common breaks
critical report not acknowledged
report late for urgent indication
action delayed after critical finding
negative result not integrated
Examples you can use
CTPA positive but anticoag not started
CT head bleed not escalated
CT perforation with delayed surgery
You use it to flag
missed diagnosis risk
treatment delay risk
credit-risk-datasetslegal-privilege-log-document-basis-waiver-risk-v0.1What this dataset does
You receive
doc description
date
author
recipients
privilege basis
redaction choice
context
waiver flags
You decide
coherent
or
incoherent
Daily use
privilege log QC
waiver risk detection
disclosure challenge prep
Malaria-Incidence-Per-1000-Population-At-Risk-for-African-Countries
Malaria Incidence Per 1000 Population At Risk for African Countries | Africa (World Health Organization)
Size category: n<1K - Formats: csv - Sector: health - 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.
What This Dataset Covers
Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Malaria-Incidence-Per-1000-Population-At-Risk-for-African-Countries.