datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Nine-Bus-Load-Increase-EventBitext-events-ticketing-llm-chatbot-training-dataset
Bitext - Events and Ticketing Tagged Training Dataset for LLM-based Virtual Assistants
Overview
This hybrid synthetic dataset is designed to be used to fine-tune Large Language Models such as GPT, Mistral and OpenELM, and has been generated using our NLP/NLG technology and our automated Data Labeling (DAL) tools. The goal is to demonstrate how Verticalization/Domain Adaptation for the [events and ticketing] sector can be easily achieved using our two-step approach to LLM… See the full description on the dataset page: https://huggingface.co/datasets/bitext/Bitext-events-ticketing-llm-chatbot-training-dataset.us-largest-layoffs-events-warn-act
The 1,000 largest US layoff events on record under the WARN Act, 1988-2026
Rebuilt 2026-09-19. Largest on file: United Airlines, 2020-07-01 to 2020-10-01 — 45,360
workers across 25 notices in 14 state(s). The table's floor is
846 workers; 560 of the 1,000 events span more than one notice and
381 span more than one state.
A state WARN portal lists one row per site per notice. "What was the biggest layoff?" is an
employer-level question, and answering it takes three steps no… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/us-largest-layoffs-events-warn-act.fda-faers-drug-adverse-events
FDA FAERS Drug Adverse Events 2023
One-time dated snapshot.
Reconciled 2023 FAERS extract with 1,541,888 retained cases and seven related tables; supplied 2023 deletion lists applied.
Verified coverage: 2023 Q1–Q4.
Records: 1,541,888 case rows; seven related tables.
This repository contains a 1,000-row public sample, not the full package. A sample does not establish complete historical coverage.
Limitations
Historical 2023 Q1–Q4 quarterly-extract cohort, not a… See the full description on the dataset page: https://huggingface.co/datasets/claritystorm/fda-faers-drug-adverse-events.events
ProSync AI — The Event Producer's Command Center
An end-to-end Data Analytics & AI project for professional B2B and private event production.
ProSync AI turns two synthetic datasets (3,000 past events and 7,000 vendors) into a
working pipeline for cost estimation, quotation logic, semantic vendor recommendation,
and automated supplier outreach.
1. Project Overview
ProSync AI is a decision-support concept for professional event producers. Planning a
corporate… See the full description on the dataset page: https://huggingface.co/datasets/eliel2003/events.turkish-plu-next-event-predictionHomepage: https://github.com/GGLAB-KU/turkish-plu
noaa-storm-events
NOAA Storm Events 1950–2024
One-time dated snapshot.
Rebuilt storm-event snapshot with event-linked locations and fatalities, source provenance, and separate audit tables.
Verified coverage: Events: 1950–2024; locations: 1972, 1996–2024.
Records: 1,940,615 events; linked locations and fatalities.
This repository contains a 1,000-row public sample, not the full package. A sample does not establish complete historical coverage.
Limitations
Join locations and… See the full description on the dataset page: https://huggingface.co/datasets/claritystorm/noaa-storm-events.EventPhy
Physics Event Video Dataset
一个面向物理事件理解与可控视频生成的数据集。每条样本包含视频片段、视频首帧图像、自然语言视频描述（prompt），以及结构化的物理事件标注（event）。
数据字段
字段
说明
video
视频片段相对路径，统一位于 videos/ 目录
image
视频首帧图像相对路径，统一位于 images/ 目录
prompt
视频内容的自然语言描述（英文 caption）
event
结构化物理事件标注，格式：事件类型 | 参与物体 | 作用机制 | 结果状态变化。例如：Collision | hammer and can | The hammer impacts the can transmitting kinetic energy ... | The can deforms and ruptures ...
目录结构
仓库中媒体文件以 zip 分发，下载后解压即得 videos/、images/… See the full description on the dataset page: https://huggingface.co/datasets/Jonas179/EventPhy.executive-event-taxonomy
Open Future Forum Executive Event Taxonomy
The Open Future Forum Executive Event Taxonomy is a small, public classification framework for describing both executive-event formats and OFF's role-specific forums. It distinguishes seated, content, community, experience, and working-session formats, and connects them to peer communities for different executive and investor audiences.
Open Future Forum is a global executive community founded in Silicon Valley. It convenes C-suite… See the full description on the dataset page: https://huggingface.co/datasets/open-future-forum/executive-event-taxonomy.AIYA-Events
AIYA Events Toolkits & Benchmark Data 🛠️
This dataset repository provides student-curated evaluation benchmarks and structured data assets supporting the AI Youth Alliance (AIYA) global events program.
The resources in this repository are associated with three AIYA tentpole events:
AIYA Literacy Week — hands-on challenges and exercises focused on foundational AI literacy and practical AI fluency.
AIYA Global AI Hackathon — an international student competition focused on… See the full description on the dataset page: https://huggingface.co/datasets/AIYA-on-Huggingface/AIYA-Events.jupiter-swap-historical-data-solana-swap-events
Jupiter Swap Events on Solana
This dataset contains 1,000 decoded event records from Jupiter, the main swap aggregator on Solana, captured between 09:38:33 and 09:38:39 UTC on 10 June 2026 (slots 425,520,001 to 425,520,017). Each swap event records which AMM filled the trade, the input and output token mints, and the raw amounts on each side.
It's a free sample from datastore.sh. The full Jupiter Swap dataset has 15 tables, delivered as Parquet, with recent or full-history… See the full description on the dataset page: https://huggingface.co/datasets/DataStore/jupiter-swap-historical-data-solana-swap-events.maritime-demurrage-detention-invoice-event-coherence-risk-v0.1What this repo is for
Catch billing that does not match the container event record.
You use it to flag
charges while customs or terminal holds block pickup
charges when appointment scarcity blocks pickup
weak billing when free time terms are unclear
long return cycles that drive cost spikes
Why it matters
This is daily friction for shippers and forwarders.
It drives disputes, cashflow drag, and churn.
FunctionKey_Bag_Events_Database
FunctionKey_Bag_Events_Database
tags: event planning, ticket sales forecasting, attendee behavior
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description: The dataset titled 'FunctionKey_Bag_Events_Database' is a curated collection of information relevant to music festivals and events, focusing on the commercial and operational aspects of the industry. It includes contractual agreements, ticket sales forecasts, attendee behavior patterns… See the full description on the dataset page: https://huggingface.co/datasets/infinite-dataset-hub/FunctionKey_Bag_Events_Database.cbt-triggering-eventsThe data in this dataset is completely synthetic. It is based purely on Claude Haiku / Opus Imagination Together with a realistic seed.
Text-Classification-and-Relation-Event-Extraction-Mix-datasetsThe paper of GIELLM dataset.
https://arxiv.org/abs/2311.06838
Cite:
@article{gan2023giellm,
title={Giellm: Japanese general information extraction large language model utilizing mutual reinforcement effect},
author={Gan, Chengguang and Zhang, Qinghao and Mori, Tatsunori},
journal={arXiv preprint arXiv:2311.06838},
year={2023}
}
The dataset constructed base in livedoor news corpus 関口宏司 https://www.rondhuit.com/download.html
earthquake-events-180d
Earthquake Events (Past 180 Days)
This dataset contains global earthquake event records for the past 180 days, sourced from the USGS Earthquake API. It includes magnitude, location, time, depth, and URL for each event.
📑 Dataset Details
Column
Type
Description
id
string
Unique event identifier
mag
float
Magnitude of the earthquake
place
string
Text description of location
time_utc
datetime
Event occurrence time (UTC)
longitude
float
Longitude of… See the full description on the dataset page: https://huggingface.co/datasets/leorigasaki54/earthquake-events-180d.windows-event-codes-qandaI used my notebook here to generate CSV files for Windows event codes:
https://github.com/whit3rabbit/Windows-Event-Codes-CSV
CSV is here: https://github.com/whit3rabbit/Windows-Event-Codes-CSV/blob/main/updated_detailed_events.csv
Converted each line to markdown and used it to generate Questions and Answers. These have not been vetted for accuracy so use with caution.
NOAA_event_with_summary
Name: event name according to NOAA
Disaster: disaster event type according to NOAA
Begin Date: event begin date according to NOAA
End Date: event end date according to NOAA
CPI-Adjusted Cost: CPI-adjusted cost of the event according to NOAA
Unadjusted Cost: non-adjusted cost of the event according to NOAA
Deaths: deaths caused by the event according to NOAA
Event Duration: event duration according to NOAA
Event ID: ID of the event in the NOAA billion-dollar dataset
Summary: event description… See the full description on the dataset page: https://huggingface.co/datasets/extreme-weather-impacts/NOAA_event_with_summary.global-natural-events-eonet-2011-2026
Dataset Card for Global Natural Events (NASA EONET, 2011–2026)
Overview
This dataset contains a clean, analysis-ready record of 41,600 natural-hazard observations spanning August 30, 2011, to July 23, 2026. Built directly from NASA's Earth Observatory Natural Event Tracker (EONET), the data has been flattened, validated, and enriched with location and unit-normalization fields that the raw API does not natively provide.
Total Records: 41,600 observations across… See the full description on the dataset page: https://huggingface.co/datasets/xquantize/global-natural-events-eonet-2011-2026.employed-population-covered-in-the-event-of-work-injury-for-african-countries
Employed Population Covered in the Event of Work Injury 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/employed-population-covered-in-the-event-of-work-injury-for-african-countries.clinical-adverse-events-dataset
Clinical Adverse Events Dataset
Overview
This dataset contains 400 curated adverse event reports based on the FDA FAERS (FDA Adverse Event Reporting System) structure. It is designed for training AI systems in pharmaceutical safety analysis and regulatory compliance.
Dataset Description
The dataset provides comprehensive adverse event information including patient demographics, drug exposures, event narratives, outcomes, and medical histories. Each record has… See the full description on the dataset page: https://huggingface.co/datasets/Bumblebee-Robotics/clinical-adverse-events-dataset.noaa-storm-events
NOAA Storm Events Database 1950–Present
Every storm event recorded by the NOAA National Centers for Environmental
Information (NCEI) since 1950 — cleaned, structured, and linked across
3 relational tables. 1.94 million+ events covering tornadoes, floods,
hurricanes, hail, lightning, and 58 other event types across all US states
and territories. $662 billion in total documented damage.
This repository contains a 1,000-row sample of the Details table (Public Domain).
Full dataset (all… See the full description on the dataset page: https://huggingface.co/datasets/AsukaWasHere/noaa-storm-events.docee-event-classification
Dataset Card for DocEE Dataset
Dataset Summary
DocEE dataset is an English-language dataset containing more than 27k news and Wikipedia articles. Dataset is primarily annotated and collected for large-scale document-level event extraction.
Data Fields
title: TODO
text: TODO
event_type: TODO
date: TODO
metadata: TODO
Note: this repo contains only event detection portion of the dataset.
Data Splits
The dataset has 2 splits: train and test. Train… See the full description on the dataset page: https://huggingface.co/datasets/fkdosilovic/docee-event-classification.legal-chronology-event-document-issue-coherence-risk-v0.1What this dataset does
You receive
timeline summary
document map
issue links
date checks
gap flags
conflict flags
You decide
coherent
or
incoherent
Daily use
chronology QC
date conflict detection
missing evidence detection
gap finding
BilTweetNews-event-detection
Turkish Event Detection Tweet Dataset: BilTweetNews
The dataset contains tweets related to six major events from Turkish news sources between May 4, 2015
and Jan 8, 2017.
There are 7 event classes:
E1: May 25, 2015 One of the popular football clubs in Turkey, Galatasaray, wins the 2015
Turkish Super League.
E2: Sep 6, 2015 A terrorist group, called PKK, attacked to soldiers in Dağlıca, a village in
southeastern Turkey.
E3: Oct 7, 2015 A Turkish scientist, Aziz Sancar, won the… See the full description on the dataset page: https://huggingface.co/datasets/ctoraman/BilTweetNews-event-detection.seismic-tsunami-event-linkage
Seismic-Tsunami Event Linkage
The Seismic-Tsunami Event Linkage is a comprehensive, machine learning-ready dataset. It contains seismic characteristics and tsunami potential indicators for 782 significant earthquakes recorded globally from 2001 to 2022. This dataset has been specifically processed and structured for applications in tsunami risk prediction, earthquake analysis, and seismic hazard assessment. It is an enhanced version derived from the foundational "Earthquake Dataset"… See the full description on the dataset page: https://huggingface.co/datasets/mnemoraorg/seismic-tsunami-event-linkage.shipping-events-eu
Shipping Events EU Dataset
Overview
This dataset contains simulated yet realistic shipment tracking records from various European locations. It reflects common logistics patterns, including parcel movements, delivery statuses, geographic attributes, carriers, delivery attempts, region types, transit performance, and service-level indicators.
It is designed to be suitable for machine learning, analytics, research, and operational benchmarking. The dataset structure is… See the full description on the dataset page: https://huggingface.co/datasets/happyhackingspace/shipping-events-eu.clinical-quad-adherence-dose-changes-adverse-events-efficacy-narrative-v0.2Clinical Quad Adherence Dose Changes Adverse Events Efficacy Narrative v0.2
What this dataset does
It tests whether a model can classify coherence versus collapse in a clinical decision loop.
The loop couples four operational nodes plus narrative behavior.
Quad nodes
adherence
dose changes
adverse events
efficacy signal
Narrative node
aligned means the story matches data and constraints
spin means the story tries to justify a decision that the data does not support
Labels
0… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-adherence-dose-changes-adverse-events-efficacy-narrative-v0.2.clinical-quad-side-effect-load-visit-burden-distance-contact-latency-dropout-event-v0.1What this repo does
This dataset models dropout risk cascade in clinical trials. It predicts when the interaction between side effect burden, visit burden, travel distance, and delayed site contact increases the probability that a patient drops out of the trial.
Core quad
side_effect_load_index
visit_burden_index
travel_distance_km
site_contact_latency_days
Prediction target
label_dropout_event
Row structure
Each row represents a patient participation snapshot during ongoing follow-up. The… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-side-effect-load-visit-burden-distance-contact-latency-dropout-event-v0.1.clinical-quad-pvalue-margin-secondary-endpoints-language-publication-pressure-spin-event-v0.1What this repo does
This dataset models statistical spin formation in clinical trial narratives. It predicts when the interaction between weak p-value margin, many secondary endpoints, high language intensity, and publication pressure indicates a high probability of a spin event where the narrative frames a weak result as strong.
Core quad
pvalue_margin_index
secondary_endpoint_count
language_intensity_index
publication_pressure_index
Prediction target
label_spin_event
Row structure
Each row… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-pvalue-margin-secondary-endpoints-language-publication-pressure-spin-event-v0.1.