datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
us-largest-layoffs-events-warn-act
The 1,000 largest US layoff events on record under the WARN Act, 1988-2026
Rebuilt 2026-09-24. Largest on file: United Airlines, 2020-07-01 to 2020-10-01 — 45,455
workers across 26 notices in 14 state(s). The table's floor is
847 workers; 564 of the 1,000 events span more than one notice and
385 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.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.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.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.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.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.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.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.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.russian_events_vectors
Description in English:
The dataset is collected from Russian-language Telegram channels with information about various events and happenings in Russian regions,The dataset was collected and tagged automatically using the data collection and tagging service Scoutie.Try Scoutie and collect the same or another dataset using link for FREE.
Dataset fields:
taskId - task identifier in the Scouti service. text - main text. url - link to the publication. sourceLink -… See the full description on the dataset page: https://huggingface.co/datasets/ScoutieAutoML/russian_events_vectors.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.fda_adverse_eventsseera_events
Seera Events Dataset
A multilingual dataset of historical events from the life of Prophet Muhammad ﷺ (Seerah), covering the period from 571 CE to 632 CE.
Dataset Description
This dataset contains 142 historical events translated into three languages: Arabic, English, and French. Each event includes detailed descriptions, dates in both Hijri and Gregorian calendars, and geographical coordinates.
Source
Data extracted from Dorar.net Historical Encyclopedia, a… See the full description on the dataset page: https://huggingface.co/datasets/Lamarer/seera_events.viet-robot-security-events
viet-robot-security-events
A synthetic dataset of simple security-related events in a smart home.
Columns:
id: row id
event_type: door_open, window_open, motion_detected, noise_high, device_disconnected
location: where the event happened
time_hour: integer hour of day (0-23)
is_night: yes/no
human_confirmed: yes/no (whether a human was seen)
note: short English note
For demos only, not real security logs.
License
MIT
seera_events
Seera Events Dataset
A multilingual dataset of historical events from the life of Prophet Muhammad ﷺ (Seerah), covering the period from 571 CE to 632 CE.
Dataset Description
This dataset contains 142 historical events translated into three languages: Arabic, English, and French. Each event includes detailed descriptions, dates in both Hijri and Gregorian calendars, and geographical coordinates.
Source
Data extracted from Dorar.net Historical Encyclopedia, a… See the full description on the dataset page: https://huggingface.co/datasets/mustknowislam/seera_events.economic_coercion_events