datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Embodied-Captioning
Embodied Image Captioning – Manually Annotated Test Set
Paper: Embodied Image Captioning: Self-supervised Learning Agents for Spatially Coherent Image Descriptions (ICCV 2025)Authors: Tommaso Galliena, Tommaso Apicella, Stefano Rosa, Pietro Morerio, Alessio Del Bue, Lorenzo NataleAffiliations: Italian Institute of Technology (IIT), University of GenoaProject Website: https://hsp-iit.github.io/embodied-captioningCode: https://github.com/hsp-iit/embodied-captioning
📦… See the full description on the dataset page: https://huggingface.co/datasets/TommyBsk/Embodied-Captioning.Llama3-SSL4EO-S12-v1.1-captions
Llama3-SSL4EO-S12-Captions
The captions are aligned with the SSL4EO-S12 v1.1 dataset and were automatically generated using the Llama3-LLaVA-Next-8B model.
Please find more information regarding the generation and evaluation in the Llama3-MS-CLIP paper.
Code: https://github.com/IBM/MS-CLIP
Data Structure
We provide the captions in two versions: As a single compressed Parquet file per split and as CSV files with 256 captions each that match the Zarr Zip files of the… See the full description on the dataset page: https://huggingface.co/datasets/ibm-esa-geospatial/Llama3-SSL4EO-S12-v1.1-captions.us-layoffs-per-capita-by-state-warn-act
US layoffs per capita by state: WARN notices and affected workers per 100,000 residents, 2020-2026
Rebuilt 2026-09-24. 299 state-years across 48 states; 34,624 notices in the table.
Latest complete year 2025: District of Columbia leads at 5.302 notices per 100k residents
(36 notices, 4,268 workers reported); the median state is 0.744.
"Which states are losing the most jobs per resident?" is a question no state agency answers,
because each of them publishes only its own notices… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/us-layoffs-per-capita-by-state-warn-act.PRES
Personal and Relational Event Sequence Datasets
This dataset collection supports research on modeling personal and relational event sequences, as referred in our LoG 2025 paper: Integrating Sequential and Relational Modeling for User Events: Datasets and Prediction Tasks.
It is organized into two main folders: processed/ and tasks/.
Folder Structure
processed/
amazon-clothing_all_events.csv
amazon-electronics_all_events.csv
brightkite_all_events.csv… See the full description on the dataset page: https://huggingface.co/datasets/capitalone/PRES.aav2_capsid_viability
AAV2 Capsid Viability Dataset
This dataset contains a preprocessed version of the Adeno-associated virus 2 (AAV2) capsid viability dataset from Bryant et al. 2021, including the full VP1, VP2, and VP3 sequences for each variant.
Description
This processed version of the dataset contains 289,805 variants with the following columns:
variable_region_sequence (str): The unique amino acid sequence of the variable region for each AAV2 variant
source_partition (str):… See the full description on the dataset page: https://huggingface.co/datasets/bviggiano/aav2_capsid_viability.vn-provinces-grdp-per-capita
Vietnam provinces GRDP per capita
Provincial and regional GRDP per capita (million VND per person). Coverage 2018-2024. Year 2024 is preliminary. Tables cover provinces, regions. Geographic labels are English (UN/GSO style ASCII romanization). Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Comparison
Color key
Files
provinces (441 rows)
data/provinces.csv
data/provinces.dta
data/provinces.xlsx
regions (42… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-grdp-per-capita.capterra-b2b-software-reviews
Capterra B2B Software Reviews
56,606 B2B software reviews from Capterra, covering 66 products across 11 software categories.
Most public review datasets are star rating + review text. This one carries five separate rating dimensions, pros and cons as distinct pre-split fields, reviewer firmographics, and, unusually, an incentive disclosure flag recording whether the reviewer was given a gift card, referred by the vendor, or wrote the review unprompted.
Why this is… See the full description on the dataset page: https://huggingface.co/datasets/FreshCrawl/capterra-b2b-software-reviews.vn-provinces-cereal-production-per-capita
Vietnam provinces cereal production per capita
Provincial and regional cereal production per capita (kg per person). Coverage 1995-2024. Year 2024 is preliminary. Includes historical Ha Tay through 2007 (dissolved into Ha Noi). Tables cover provinces, regions and national total. Geographic labels are English (UN/GSO style ASCII romanization). Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Hero (continued)
Comparison
Color key… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-cereal-production-per-capita.vn-provinces-enterprise-average-capital
Vietnam provinces enterprise average capital
Average annual production and business capital of operating enterprises with business results. Coverage 2010, 2015-2023. Billion VND. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Comparison
Color key
Files
provinces (630 rows)… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-enterprise-average-capital.vn-provinces-housing-area-per-capita-by-type
Vietnam housing area per capita by house type
Vietnam housing area per capita by house type. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Comparison
Color key
Files
provinces (378 rows)
data/provinces.csv
data/provinces.dta
data/provinces.xlsx
regions (36 rows)
data/regions.csv… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-housing-area-per-capita-by-type.vn-provinces-aquatic-capture-production
Vietnam provinces aquatic capture production
Capture fisheries production (thousand tons). Source values in tons converted to thousand tons. Coverage 1995-2024. Year 2024 is preliminary. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Hero (continued)
Comparison
Color key
Files… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-aquatic-capture-production.vn-provinces-income-per-capita-by-quintile
Vietnam income per capita by quintile
Vietnam income per capita by quintile. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Comparison
Color key
Files
provinces (693 rows)
data/provinces.csv
data/provinces.dta
data/provinces.xlsx
regions (66 rows)
data/regions.csv… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-income-per-capita-by-quintile.Full_Length_Motion_Capture_Dataset
Apple Arts Studios Full-Length Motion Capture Dataset
Dataset Overview
The Apple Arts Studios Full-Length Motion Capture Dataset is a professionally captured, full-body human-motion dataset containing 199 hours and 30 minutes of continuous motion capture data.
Unlike segmented motion datasets, this repository preserves the complete capture sequences without separating individual actions into short clips.
The recordings retain their continuous capture… See the full description on the dataset page: https://huggingface.co/datasets/Appleartsstudios/Full_Length_Motion_Capture_Dataset.vn-provinces-marine-fish-capture-production
Vietnam provinces marine fish capture production
Marine fish capture production (thousand tons). Coastal provinces. Coverage varies by year. Year 2024 is preliminary. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Hero (continued)
Comparison
Color key
Files
provinces (870 rows)… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-marine-fish-capture-production.vn-provinces-enterprises-by-capital-size
Vietnam provinces enterprises by capital size
Operating enterprises with business results by registered-capital bins (tỷ đồng) as of 31 December. Coverage 2021-2023. Size bins sum to total. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Comparison
Color key
Files
provinces (189… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-enterprises-by-capital-size.GDP-Per-Capita_Gov-Expenditure_TradeAbout Dataset
Edit
This dataset provides a comprehensive view of key macroeconomic indicators across various entities (countries or regions) over time. It includes annual data for the following variables:
Entity: The name of the country or region for which the data is recorded.
Code: A standardized three-letter country or region code, facilitating easier identification and merging with other datasets.
Year: The calendar year for which the economic indicators are reported.
GDP per capita:… See the full description on the dataset page: https://huggingface.co/datasets/tripathyShaswata/GDP-Per-Capita_Gov-Expenditure_Trade.capstone_testai-capability-hiding-drift-detection-v0.1
What this dataset is
This dataset detects drift in capability-hiding patterns over time.
It compares:
baseline probe capability vs baseline expressed performance
current probe capability vs current expressed performance
whether a change in monitoring context explains a new gap
The goal is not blame.
The goal is early warning that oversight changes expression.
What it tests
You detect when the monitored/unmonitored gap:
newly appears
widens
changes shape
You also avoid… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ai-capability-hiding-drift-detection-v0.1.market-agent-capacity-and-crowding-detection-v0.1What this dataset tests
Whether a system can detectwhen a market agent type is near capacityand forced reversal risk rises.
This is constraint pressure.Not opinion.
Required outputs
crowded agent type
capacity utilization score
reversal risk score
unwind trigger conditions
time to capacity event
Constraints
Market only.Use inferred positioning proxies and flow context.Do not predict price direction.
Evaluation focus
High scores requireagent type namednumeric capacity and risk… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/market-agent-capacity-and-crowding-detection-v0.1.CAPT
CAPT dataset
This repository accompanies the submitted paper Algorithmic Visibility as a
Platform-Mediated Outcome: Public Signals and Future Product Persistence in
Digital Marketplaces.
The release contains public Amazon Australia bestseller-surface observations,
public New York Times bestseller-list records, the completed longitudinal
panels used for the paper's sensitivity analysis, reproducible landmark-model
code, and the corresponding derived results.… See the full description on the dataset page: https://huggingface.co/datasets/bonsai44/CAPT.coffee-pod-capsule-prices-raw-dataset-2026
Coffee Pod & Capsule Prices Raw Dataset (2026)
Analyze 151,252 product-level listed retail prices for single-serve coffee pods and capsules across 12 U.S. ZIP markets and every date from July 13 through August 10, 2026. The CSV preserves full product titles, listed package prices, resolved pod counts, and a comparable 24-pod package-equivalent price.
What “raw” means here: unaggregated, product-level retail price observations after quality filtering. The file also contains… See the full description on the dataset page: https://huggingface.co/datasets/costinflation/coffee-pod-capsule-prices-raw-dataset-2026.pdf-upload-caps-2026
PDF upload caps on public portals (2026)
How large can a PDF be before a government, university or job portal rejects it? This dataset records the published file size limit of 162 portals in France, the United States, the United Kingdom, Germany, Spain and India, each with the exact wording of the limit and a link to the official page where it was found.
It was collected in September 2026 for the EasyPDF study The 1 MB Problem: PDF File Size Statistics for 2026 (French version:… See the full description on the dataset page: https://huggingface.co/datasets/EasyPDF/pdf-upload-caps-2026.HAN-Humanoid-Object-Grasp-Dataset
HAN Humanoid Object Grasp Dataset
Overview
Dataset for training humanoid robots to detect and grasp objects.
Description
Contains object position data, hand joint states, and grasp success labels
collected from simulation environments.
Data Structure
object_x
object_y
object_z
hand_joint_1
hand_joint_2
grip_force
distance_to_object
grasp_success
Task Type
Supervised Learning – Binary Classification
Use Case
Robotic grasp… See the full description on the dataset page: https://huggingface.co/datasets/Caplin43/HAN-Humanoid-Object-Grasp-Dataset.character-captions-opusDeduplicated set of character portraits that have been described by Anthropic Claude Opus as characters with stories and visual attributes.
Images obtained from CivitAI by filtering for SD XL-derived models only. Original Stable Diffusion prompt and metadata is also included.
Each image is a portrait, meaning it's taller than it's wider, and has exactly one face in it. Face bounding boxes are provided.
Character-like description for each image is given by Claude Opus. Here is an example:
{… See the full description on the dataset page: https://huggingface.co/datasets/kubernetes-bad/character-captions-opus.successful-capital-885d47
successful-capital-885d47
Synthetic products test data: 37 rows in data.csv.
All values are randomly generated fictional examples, not real observations, products, or user activity. Intended only for CSV loading and pipeline tests; not suitable for scientific or business conclusions. Columns are sampled independently and do not model real-world correlations.
Fields
sample_id: random identifier for this generated sample.
row_id: sequential row number starting at… See the full description on the dataset page: https://huggingface.co/datasets/junyeong1531/successful-capital-885d47.HU_Res_of_Parl_2025_CAPflorence2-ofa-captions-500
OFA Florence-2 Dataset (500 Samples)
This dataset was generated using microsoft/Florence-2-large on a subset of COCO 2017 Validation images.
It is pre-formatted for OFA Stage-1 fine-tuning (Headerless TSV, URL-safe base64, max 512x512 resolution).
africa-gdp-per-capita-growth-annual-percentage
Africa Gdp Per Capita Growth Annual Percentage | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - 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 datasets help analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-gdp-per-capita-growth-annual-percentage.africa-gross-capital-formation-percentage-of-gdp
Africa Gross Capital Formation Percentage of Gdp | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - 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 datasets help analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-gross-capital-formation-percentage-of-gdp.Africa-Bank-Capital-to-Assets-Ratio-percentage
Africa Bank Capital to Assets Ratio percentage | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - 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 datasets help analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Africa-Bank-Capital-to-Assets-Ratio-percentage.