datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
anonymous-working-histories
Structured Anonymous Career Paths extracted from Resumes
Dataset Summary
This dataset contains 2164 anonymous career paths across 24 differend industries.
Each work experience is tagger with their corresponding ESCO occupation (ESCO v1.1.1).
Languages
We use the English version of ESCO.
All resume data is in English as well.
Dataset Structure
Each working history contains up to 17 experiences.
They appear in order, and each experience has a title… See the full description on the dataset page: https://huggingface.co/datasets/TechWolf/anonymous-working-histories.vn-provinces-working-age-unemployment-rate
Vietnam provinces working-age unemployment rate
Provincial and regional unemployment rate among the working-age population (percent). Coverage 2018-2024. Year 2024 is preliminary. 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
Comparison
Color key
Files
provinces (441 rows)
data/provinces.csv… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-working-age-unemployment-rate.africa-owid-age-dependency-ratio-young-of-working-age-population
Age Dependency Ratio Young Of Working Age Population | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: demographics_social - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-age-dependency-ratio-young-of-working-age-population.vn-provinces-working-age-underemployment-rate
Vietnam provinces working-age underemployment rate
Provincial and regional underemployment rate among the working-age population (percent). Coverage 2018-2024. Year 2024 is preliminary. 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
Comparison
Color key
Files
provinces (441 rows)… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-working-age-underemployment-rate.legislation-cth
legislation-cth — Australian Commonwealth Legislation (jurisd data module)
A self-contained, offline retrieval module for the full Commonwealth of Australia
legislation corpus: primary Acts and legislative instruments from the Federal
Register of Legislation, segmented into chunks, locally embedded, and cross-linked
into a citation graph. It is the baseline data module for
jurisd, an MCP server for
Australian/NZ legal research.
Everything here is CC-BY-4.0 and redistributable —… See the full description on the dataset page: https://huggingface.co/datasets/workingmem/legislation-cth.asia-owid-population-young-working-elderly-with-projections
Population Young Working Elderly With Projections | Asia (Our World in Data)
🌏 7,399 observations · 49 Asia countries · 1950–2100 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 7,399 observations of Population Young Working Elderly With Projections data across 49 Asia countries, spanning 1950–2100.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Population Young Working Elderly… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-population-young-working-elderly-with-projections.africa-owid-age-dependency-ratio-of-working-age-population
Age Dependency Ratio Of Working Age Population | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: demographics_social - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-age-dependency-ratio-of-working-age-population.openmanipulator_working
OpenManipulator-X Dataset for SmolVLA Fine-tuning
This dataset contains demonstrations for the OpenManipulator-X 5-DOF robot arm.
Dataset Details
Robot: OpenManipulator-X (5-DOF)
Camera: Single RGB+Depth (4-channel)
Task: Random object manipulation/grasping
Format: LeRobot v2.1 (Parquet + metadata)
Usage
from lerobot.datasets.lerobot_dataset import LeRobotDataset
dataset = LeRobotDataset("Hotteok/openmanipulator_working")
Training… See the full description on the dataset page: https://huggingface.co/datasets/Hotteok/openmanipulator_working.africa-egypt-capmas-employment-wages-and-working-hours-98ef04fb
Employment, Wages and Working Hours | Africa (CAPMAS Egypt Open Data)
6,284 rows - 1 Africa country/area - 2010-2023 - 116 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 6,284 rows from CAPMAS Egypt Open Data, covering Employment, Wages and Working Hours. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-egypt-capmas-employment-wages-and-working-hours-98ef04fb.working-detailed-stats-fixed
Robot Manipulation Dataset
A LeRobot-compatible dataset with 9 episodes and 2,905 frames.
Quick Stats
Episodes: 9
Frames: 2,905
Joints: 34
Duration: 31.04s
View Dataset
Open in LeRobot Visualizer
working-shirtfold-336amThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100_bimanual",
"total_episodes": 2,
"total_frames": 1663,
"total_tasks": 1,
"total_videos": 6,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:2"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/advpatel/working-shirtfold-336am.towel-fold-working-v1
record-test
This dataset was generated using phosphobot.
This dataset contains a series of episodes recorded with a robot and multiple cameras. It can be directly used to train a policy using imitation learning. It's compatible with LeRobot.
To get started in robotics, get your own phospho starter pack..
episode-working
Episode_Working
LeRobot v2.1 format dataset for robot manipulation.
Dataset Structure
Episodes: 1 episodes of robot manipulation
Total Frames: 1000 frames
Cameras: 3 camera views per episode
observation.images.base_camera_sensor_image_raw
observation.images.arm1_camera_sensor_image_raw
observation.images.arm2_camera_sensor_image_raw
Robot: Bimanual manipulator with 34 joints
Format: LeRobot v2.1
Usage with LeRobot
from… See the full description on the dataset page: https://huggingface.co/datasets/Sraghvi/episode-working.latvian-working-days
Latvijas darba dienu un svētku dienu kalendārs (2025–2028)
Latvian working days, public holidays and transferred working days — day-level open dataset.
Versija: 2026.09 · Licence: CC BY 4.0 · Avots: https://darbadienas.lv
Kas te ir / What's inside
Fails
Apraksts
data/darbadienas-lv-<gads>.csv
Dienas līmeņa tabula — viena rinda = viena diena. Galvenais fails.
data/darbadienas-lv-<gads>.json
Tas pats gads, apkopots pa mēnešiem (identisks… See the full description on the dataset page: https://huggingface.co/datasets/darbadienas-lv/latvian-working-days.eval_working_robotThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100_follower",
"total_episodes": 1,
"total_frames": 251,
"total_tasks": 1,
"total_videos": 1,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:1"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/adungus/eval_working_robot.asia-owid-annual-working-hours-per-worker
Annual Working Hours Per Worker | Asia (Our World in Data)
🌏 1,435 observations · 39 Asia countries · 1950–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,435 observations of Annual Working Hours Per Worker data across 39 Asia countries, spanning 1950–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Annual Working Hours Per Worker
Geographic coverage… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-annual-working-hours-per-worker.asia-owid-annual-working-hours-vs-gdp-per-capita-pwt
Annual Working Hours Vs Gdp Per Capita Pwt | Asia (Our World in Data)
🌏 2,570 observations · 46 Asia countries · 1950–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,570 observations of Annual Working Hours Vs Gdp Per Capita Pwt data across 46 Asia countries, spanning 1950–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Annual Working Hours Vs Gdp Per Capita Pwt… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-annual-working-hours-vs-gdp-per-capita-pwt.working-multi-episodesbag-all-0-workingThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "dual_arm_robot",
"total_episodes": 1,
"total_frames": 23534,
"total_tasks": 1,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:1"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Sraghvi/bag-all-0-working.asia-ilo-pop-2wap-sex-age-nb-working-age-population-by-sex-and-age-un-estimates
Working-age population by sex and age -- UN estimates and projections, July 2024 (thousand | Asia (ILOSTAT)
🌏 168,756 observations · 49 Asia countries · 1990–2030 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 168,756 observations of Population data across 49 Asia countries, spanning 1990–2030, covering 1 distinct indicators.
About the source
ILOSTAT is the ILO's central statistics database, the leading global source for… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-ilo-pop-2wap-sex-age-nb-working-age-population-by-sex-and-age-un-estimates.asia-owid-age-dependency-ratio-of-working-age-population
Age Dependency Ratio Of Working Age Population | Asia (Our World in Data)
🌏 3,626 observations · 49 Asia countries · 1950–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 3,626 observations of Age Dependency Ratio Of Working Age Population data across 49 Asia countries, spanning 1950–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Age Dependency Ratio Of Working Age… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-age-dependency-ratio-of-working-age-population.asia-owid-population-young-working-old
Population Young Working Old | Asia (Our World in Data)
🌏 3,626 observations · 49 Asia countries · 1950–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 3,626 observations of Population Young Working Old data across 49 Asia countries, spanning 1950–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Population Young Working Old
Geographic coverage
49 Asia… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-population-young-working-old.europe-ilo-pop-xflb-sex-edu-nb-inflow-of-working-age-foreign-born-population-by-s
Inflow of working-age foreign-born population by sex and education (thousands) | Europe (ILOSTAT)
🇪🇺 929 observations · 11 Europe countries · 2013–2024 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 929 observations of International migrant flow data across 11 Europe countries, spanning 2013–2024, covering 1 distinct indicators.
About the source
ILOSTAT is the ILO's central statistics database, the leading global source for… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-ilo-pop-xflb-sex-edu-nb-inflow-of-working-age-foreign-born-population-by-s.working-nov3
Working_Nov_3
LeRobot v2.1 format dataset for robot manipulation.
Dataset Structure
Episodes: 1 episodes of robot manipulation
Total Frames: 1000 frames
Cameras: 3 camera views per episode
observation.images.base_camera_sensor_image_raw
observation.images.arm1_camera_sensor_image_raw
observation.images.arm2_camera_sensor_image_raw
Robot: Bimanual manipulator with 34 joints
Format: LeRobot v2.1
Usage with LeRobot
from… See the full description on the dataset page: https://huggingface.co/datasets/Sraghvi/working-nov3.europe-owid-population-young-working-elderly-with-projections
Population Young Working Elderly With Projections | Europe (Our World in Data)
🇪🇺 6,644 observations · 44 Europe countries · 1950–2100 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 6,644 observations of Population Young Working Elderly With Projections data across 44 Europe countries, spanning 1950–2100.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Population Young… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-population-young-working-elderly-with-projections.final-working-pipelineafrica-ilo-pop-xwap-sex-edu-cbr-nb-working-age-population-by-sex-education-and-place
Working-age population by sex, education and place of birth (thousands) | Africa (ILOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ilo-pop-xwap-sex-edu-cbr-nb-working-age-population-by-sex-education-and-place.africa-ilo-pop-xwap-sex-geo-lms-nb-working-age-population-by-sex-rural-urban-areas-an
Working-age population by sex, rural / urban areas and labour market status (thousands) | Africa (ILOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ilo-pop-xwap-sex-geo-lms-nb-working-age-population-by-sex-rural-urban-areas-an.africa-ilo-pop-3wap-sex-age-dsb-nb-youth-working-age-population-by-sex-age-and-disabi
Youth working-age population by sex, age and disability status (thousands) | Africa (ILOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: demographics_social - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ilo-pop-3wap-sex-age-dsb-nb-youth-working-age-population-by-sex-age-and-disabi.africa-ilo-emp-stem-sex-jbt-nb-employment-in-stem-occupations-by-sex-and-working
Employment in STEM occupations by sex and working time arrangement (thousands) | Africa (ILOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ilo-emp-stem-sex-jbt-nb-employment-in-stem-occupations-by-sex-and-working.