datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
typed-decisions
Typed Decisions
A benchmark for typed probabilistic decisions over shared state. You give a
model one piece of unstructured state. It answers several typed questions about
that state at once, and every answer is a probability distribution rather than a
single label.
The schema follows the System One primitives used by
TypeSafe AI: noul, choice and score. A row replays against any API that implements that shape. This benchmark is
independent. It is not affiliated with TypeSafe… See the full description on the dataset page: https://huggingface.co/datasets/LocalLLaMA/typed-decisions.four_types_weightedtypescript-codecav3_t-type_calcium_channels_butkiewicz
Dataset Details
Dataset Description
This dataset was initially curated from HTS data at the PubChem database.
The curation process is documented in Butkiewicz et al.
Primary screening with AID 449739 identified inhibitors of Cav3 T-type calcium channels.
Four follow-up screens were performed to confirm inhibitory effects on smaller sets of compounds
involving AID 493021, AID 493022, AID 493023, and AID 493041.
AID 489005 was performed as counter screen validating active… See the full description on the dataset page: https://huggingface.co/datasets/jablonkagroup/cav3_t-type_calcium_channels_butkiewicz.fenic-codebasestack_edu_typescriptOmni-Frontier-Distillation-SFT-Cyber-Coding-Med-dataset-collection
🧬 Omni-Frontier Collection
Cybersecurity · Coding · Math · Science · RSI Reasoning — one unified SFT package
A unified, deduplicated, fully-browsable distillation & SFT corpus — every row real, every row visible.
📖 Jump to
What's inside · 🔁 Aggregation audit · 🛡 Cybersecurity · 💻 Coding · 🏭 Distillation deep-dive · 🔁 RSI · 🧮 Math/Science/More · 🎓 Training guide · 🔎 Browsing · 🧹 Quality · 🗺 Roadmap · 📄 License… See the full description on the dataset page: https://huggingface.co/datasets/TypeSafeAI/Omni-Frontier-Distillation-SFT-Cyber-Coding-Med-dataset-collection.hacker-news-dataset
Hacker News Dataset (2025)
Dataset Description
A comprehensive dataset of Hacker News content from 2025, containing stories, comments, users, and their relationships. This dataset enables deep analysis of technical discussions, trends, and community dynamics on one of the most influential technology forums.
Dataset Summary
Total Records: 38.4M+ across 10 tables
Stories: 287K+ submissions including links, Show HNs, Ask HNs
Comments: 2.5M+ discussion… See the full description on the dataset page: https://huggingface.co/datasets/typedef-ai/hacker-news-dataset.traffy-fondue-type-onlytypescript-jestomnimind-allen-cell-types-human-baseline
OmniMind — Allen Cell Types Database human baseline
Source: https://celltypes.brain-map.org/
Files
allen_cell_types_human_specimen_metadata.parquet — 413 human cortical cells, full metadata.
allen_ephys_features_human.parquet — electrophysiology features (56 columns) for 413 human cells.
allen_morphology_features_human.parquet — morphology reconstruction features for 158 human cells.
allen_human_by_*.parquet — aggregations by region, layer, dendrite type… See the full description on the dataset page: https://huggingface.co/datasets/fabricioslv/omnimind-allen-cell-types-human-baseline.maze-navigation-6-types-fullfenic-test-datasets-publicasia-ilo-pop-xvol-sex-vol-nb-number-of-volunteers-by-sex-and-type-of-volunteer
Number of volunteers by sex and type of volunteer work (thousands) | Asia (ILOSTAT)
🌏 236 observations · 13 Asia countries · 2008–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 236 observations of Unpaid work data across 13 Asia countries, spanning 2008–2023, covering 1 distinct indicators.
About the source
ILOSTAT is the ILO's central statistics database, the leading global source for labour statistics. It compiles… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-ilo-pop-xvol-sex-vol-nb-number-of-volunteers-by-sex-and-type-of-volunteer.typescript-testeurope-ilo-ees-3ees-sex-age-jbc-nb-youth-employees-by-sex-age-and-type-of-job-contrac
Youth employees by sex, age and type of job contract (thousands) | Europe (ILOSTAT)
🇪🇺 44,456 observations · 39 Europe countries · 1983–2025 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 44,456 observations of Employees data across 39 Europe countries, spanning 1983–2025, covering 1 distinct indicators.
About the source
ILOSTAT is the ILO's central statistics database, the leading global source for labour statistics. It compiles… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-ilo-ees-3ees-sex-age-jbc-nb-youth-employees-by-sex-age-and-type-of-job-contrac.test_repo_type
test_repo_type
This dataset was generated using a phospho dev kit.
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 and RLDS.
rosbag2-humble-typestoreThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "dual_arm_robot",
"total_episodes": 1,
"total_frames": 4245,
"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/rosbag2-humble-typestore.alphas-mistral-baseLiber-Primus-Not-Decoded
Algorithm / cipher family tested
Result
Caesar cipher modulo 29 — all 29 shifts
❌
Atbash modulo 29 — x → 28-x
❌
Affine substitution modulo 29 — all invertible multipliers and offsets
❌
Vigenère-like periodicity analysis modulo 29 — periods up to 100
❌
Vigenère modulo 29 — periods 1–16, coordinate-ascent search
❌
Beaufort modulo 29 — periods 1–16, coordinate-ascent search
❌
Variant Beaufort modulo 29 — periods 1–16, coordinate-ascent search
❌
Gronsfeld cipher — periods… See the full description on the dataset page: https://huggingface.co/datasets/Type-1-Civilisation/Liber-Primus-Not-Decoded.africa-mauritius-total-enrolment-at-mitd-by-gender-and-course-type-86b16704
Total Enrolment At Mitd by Gender and Course Type | Africa (MDPA)
6 rows - 1 Africa country/area - 2018 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 6 rows from MDPA, covering Total Enrolment At Mitd by Gender and Course Type. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Education datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-total-enrolment-at-mitd-by-gender-and-course-type-86b16704.asia-ilo-pop-xvol-age-vol-rt-volunteer-rate-by-age-and-type-of-volunteer-work
Volunteer rate by age and type of volunteer work (%) | Asia (ILOSTAT)
🌏 99 observations · 8 Asia countries · 2008–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 99 observations of Unpaid work data across 8 Asia countries, spanning 2008–2023, covering 1 distinct indicators.
About the source
ILOSTAT is the ILO's central statistics database, the leading global source for labour statistics. It compiles indicators across… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-ilo-pop-xvol-age-vol-rt-volunteer-rate-by-age-and-type-of-volunteer-work.africa-ilo-emp-temp-sex-car-nb-employment-by-sex-and-care-worker-type-thousands
Employment by sex and care worker type (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 analyst-oriented context.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ilo-emp-temp-sex-car-nb-employment-by-sex-and-care-worker-type-thousands.asia-unsdg-municipal-waste-treated-by-type-of-treatment-tonnes-en-mwt-treatvasia-owid-death-rate-in-armed-conflicts-by-type
Death Rate In Armed Conflicts By Type | Asia (Our World in Data)
🌏 1,764 observations · 49 Asia countries · 1989–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,764 observations of Death Rate In Armed Conflicts By Type data across 49 Asia countries, spanning 1989–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Death Rate In Armed Conflicts By Type… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-death-rate-in-armed-conflicts-by-type.asia-owid-land-area-per-crop-type
Land Area Per Crop Type | Asia (Our World in Data)
🌏 2,853 observations · 49 Asia countries · 1961–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,853 observations of Land Area Per Crop Type data across 49 Asia countries, spanning 1961–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Land Area Per Crop Type
Geographic coverage
49 Asia countries · top… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-land-area-per-crop-type.africa-owid-leading-cancer-types-causing-death-in-men
Leading Cancer Types Causing Death In Men | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-leading-cancer-types-causing-death-in-men.africa-ghana-vehicle-type-involved-in-accidents-fba9b614
Vehicle Type Involved in Accidents | Africa (Ghana Open Data)
302 rows - 1 Africa country/area - 1991-2011 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 302 rows from Ghana Open Data, covering Vehicle Type Involved in Accidents. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Health datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ghana-vehicle-type-involved-in-accidents-fba9b614.asia-owid-fruit-consumption-by-fruit-type
Fruit Consumption By Fruit Type | Asia (Our World in Data)
🌏 2,441 observations · 47 Asia countries · 1961–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,441 observations of Fruit Consumption By Fruit Type data across 47 Asia countries, spanning 1961–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Fruit Consumption By Fruit Type
Geographic coverage… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-fruit-consumption-by-fruit-type.africa-cote-d-ivoire-donnees-sur-plusieurs-types-de-peche-de-2002-a-2012-b5f8d8ba
Donnees Sur Plusieurs Types De Peche De 2002 a 2012 | Africa (Cote d'Ivoire DataFair)
81 rows - 1 Africa country/area - 2002-2012 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 81 rows from Cote d'Ivoire DataFair, covering Donnees Sur Plusieurs Types De Peche De 2002 a 2012. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cote-d-ivoire-donnees-sur-plusieurs-types-de-peche-de-2002-a-2012-b5f8d8ba.