datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
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.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.successful_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.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.ai-risk-manager-datalegal-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
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.cancer-risk-factors-data
🧬 Cancer Risk Factors & Types (2,000 Rows)
Author: Tarek Masryo · KaggleLicense: CC BY 4.0 (Attribution) — Free for research, education, and commercial use
📌 Dataset Summary
Clean, standardized tabular dataset linking lifestyle, environmental, and genetic factors to five cancer types.
2,000 rows × 21 columns
Encodings: ordinal exposure indices (0–10), demographics (Age, BMI, Gender), binary flags (0/1) for family/genetics/infection
Includes engineered fields:… See the full description on the dataset page: https://huggingface.co/datasets/tarekmasryo/cancer-risk-factors-data.Suicide_RiskDataset Description:
Suicide Risk (100K Records)
This dataset contains 100,000 records with 9 attributes related to mental health factors and their correlation with suicide tendency. The dataset is designed for research in mental health, risk factor analysis, and predictive modeling of suicide tendencies.
Columns & Their Descriptions
Age (int) - Age of the individual.
Depression Severity (int) - A score indicating the severity of depression on a scale (higher values indicate more severe… See the full description on the dataset page: https://huggingface.co/datasets/ajaxxxx/Suicide_Risk.legal-time-entry-billing-task-scope-coherence-risk-v0.1What this dataset does
You receive
engagement scope
fee terms
time entries
file activity
red flags
You decide
coherent
or
incoherent
Daily use
invoice QA
stop vague billing
scope creep detection
reduce fee challenges
legal-billing-narrative-time-entry-coherence-risk-v0.1What this dataset does
You receive
time entries summary
phase and codes
invoice narrative
totals
dup flags
client updates
You decide
coherent
or
incoherent
Daily use
bill narrative QC
time entry duplication detection
dispute risk flagging
pet-food-recall-risk
Pet Food Recall Risk Classification
A small supervised multi-label text classification dataset for categorising
pet food recall and safety-alert records into risk categories.
Built as an academic assignment for an Information Retrieval course.
All source records come from official public recall and safety-alert portals.
Task
Supervised multi-label text classification.
Given a structured text constructed from brand name, product description, and
recall reason, predict one… See the full description on the dataset page: https://huggingface.co/datasets/ShurongSR/pet-food-recall-risk.behavioral-risk-factors-selected-metropolitan-area
Behavioral Risk Factors: Selected Metropolitan Area Risk Trends (SMART) County Prevalence Data (2010 and prior)
Description
2002-2010. BRFSS SMART County Prevalence land line only data. The Selected Metropolitan Area Risk Trends (SMART) project uses the Behavioral Risk Factor Surveillance System (BRFSS) to analyze the data of selected counties with 500 or more respondents. BRFSS data can be used to identify emerging health problems, establish and track health objectives… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/behavioral-risk-factors-selected-metropolitan-area.network-dns-resolution-coherence-risk-v0.1What this repo is for
Detect DNS instability before services fail.
Covers real operational signals:
rising resolution latency
SERVFAIL spikes
authoritative mismatch
cache poisoning
missing failover resolvers
Used by:
ISPs
cloud providers
enterprises
SRE teams
legal-pleading-cause-facts-remedy-coherence-risk-v0.1What this dataset does
You receive
causes pleaded
material facts
causation chain
remedy
consistency signals
missing element flags
You decide
coherent
or
incoherent
Daily use
pleading QC
missing element detection
remedy mismatch flag
amend required routing
atc-conflict-detection-resolution-coherence-risk-v0.1What this repo is for
Detect when conflict resolution happens too late relative to detection.
Signals:
predicted time to conflict
resolution timing
separation margins
vectoring
altitude change
This predicts near-miss risk before separation loss.
ahmeduzaki_global-earthquake-tsunami-risk-assessment-dataset
Global Earthquake-Tsunami Risk Assessment Dataset
Seismic Features & Tsunami Classification Dataset for Risk Assessment
Dataset Info
Source: Kaggle
Original Size: 0.02 MB
Kaggle Downloads: 22,533
Files: 1
Files
earthquake_data_tsunami.csv
Mirrored from Kaggle
legal-counsel-brief-fact-issue-instruction-coherence-risk-v0.1What this dataset does
You receive
file status
pleadings or position
key facts
draft brief facts
draft brief issues
draft instructions
assumptions gaps
red flags
You decide
coherent
or
incoherent
Daily use
stop bad instructions to counsel
reduce wrong advice
reduce negligence exposure
improve briefing discipline
legal-file-handover-knowledge-action-deadline-coherence-risk-v0.1What this dataset does
You receive
handover summary
key facts
strategy
tasks
deadlines
new actions
You decide
coherent
or
incoherent
Daily use
transfer QC
missed deadline prevention
strategy drift detection
legal-counsel-instruction-brief-coherence-risk-v0.1What this dataset does
You receive
case summary
issues list
document pack
questions for advice
timeline
consistency signals
You decide
coherent
or
incoherent
Daily use
instruction pack QC
missing document flag
question clarity check
overreach detection