datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
neon4cast-scoresSnapshot of the Ecological Forecasting Initiative NEON Forecasting Challenge
Includes probabilistic forecasts, observations, and skill scores across all submitted forecasts over 5 challenge themes.
mlb-player-props
SmartStake MLB Player Prop Odds and Results (2026)
Minute-by-minute MLB player prop odds from ~75 sportsbooks and exchanges over the
2026 season, with the graded outcome of each prop attached. Every row is one
book's price for one selection at one minute. This is the raw material behind
the study "Sharpest Sportsbooks for MLB Player Props".
Coverage
Odds: late March 2026 through early July 2026.
Graded outcomes: March through June (games that had settled at… See the full description on the dataset page: https://huggingface.co/datasets/Neonlightzz/mlb-player-props.smolgpt-markdown-stories
SmolGPT-Fables Stories
A deterministic, text-only corpus of 96,000 original English
Markdown stories built for SmolGPT-Fables. Every row is one complete supervised
story example with an exact prompt / completion boundary, a requested scene
count from one to six, and plain-language conditioning fields.
No model, API, browser, or network service was used to create this dataset.
Dataset summary
96,000 stories across 96,000 isolated story families
25 genres and all… See the full description on the dataset page: https://huggingface.co/datasets/neonforestmist/smolgpt-markdown-stories.ovos-wake-word-bench-synthetic-wakewords-hey_neon
OVOS wake_word bench — synthetic-wakewords-hey_neon
Per-clip detection decisions predictions of the registered
OVOS Plugin Arena
wake_word fighters over
OpenVoiceOS/synthetic-wakewords.
One dedicated repo per modality; one dataset split per language; one JSONL
file per fighter under predictions/<lang>/<competitor_id>.jsonl. Rows follow
the arena §3.2 contract (pinned dataset_revision, plugin_version,
latency_ms). Produced by the reproducible benchmark script in the arena repo;… See the full description on the dataset page: https://huggingface.co/datasets/OpenVoiceOS/ovos-wake-word-bench-synthetic-wakewords-hey_neon.europe-who-neonatal-mortality-rate-osis000003
Neonatal mortality rate (per 1000 live births) | Europe (WHO GHO)
🇪🇺 2,201 observations · 43 Europe countries · 1954–2023 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 2,201 observations of Neonatal mortality rate (per 1000 live births) data across 43 Europe countries, spanning 1954–2023, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health Organization
License:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-who-neonatal-mortality-rate-osis000003.africa-synth-maternal-health-climate-maternal-neonatal-all
Climate & Maternal-Neonatal Outcomes (SSA) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - 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
Health datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-maternal-health-climate-maternal-neonatal-all.synthetic-neonatal-birth-outcomes-vitals-WHO-0-28days
Synthetic Neonatal Birth Outcomes & Vital Signs Dataset (0-28 days) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/synthetic-neonatal-birth-outcomes-vitals-WHO-0-28days.africa-synth-neonatal-sepsis-dataset-all
African Neonatal Sepsis Synthetic Dataset | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - 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
Health datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-neonatal-sepsis-dataset-all.neonatal-sepsis-care
Neonatal Sepsis & Newborn Care (Blood Culture, Pathogens, KMC, Outcomes) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/neonatal-sepsis-care.europe-who-number-of-neonatal-deaths
Number of neonatal deaths | Europe (WHO GHO)
🇪🇺 2,158 observations · 43 Europe countries · 1955–2023 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 2,158 observations of Number of neonatal deaths data across 43 Europe countries, spanning 1955–2023, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health Organization
License: cc-by-4.0
Topic: Number of neonatal deaths… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-who-number-of-neonatal-deaths.structured-stern-neon-articles
Structured Stern NEON Community Articles
This repository contains approximately 20k user written texts,
articles, and poetry pulled from archives of the Stern NEON website.
Stern NEON was a community platform where users could write and publish their own articles.
Many of the articles are personal stories, poems, or opinion pieces.
The articles are structured in a way that they can be used for further analysis.
Dataset Details
Uses
This dataset can be used for… See the full description on the dataset page: https://huggingface.co/datasets/dotwee/structured-stern-neon-articles.africa-synth-neonatal-birth-outcomes-comoros
Synthetic Neonatal Birth Outcomes & Vital Signs Dataset (0-28 days) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-neonatal-birth-outcomes-comoros.neon-failure-recovery-5k
neon-failure-recovery-5k
Failure recovery — 5K episodes of synthetic 14-DoF joint trajectories for Neon VLA training.
Description
Grasp failure → pause → retry patterns for robust policies
Each episode contains:
language_instruction: Natural language task description
actions: JSON array of joint position trajectories (T × 14)
length: Episode length (timesteps)
Usage
import pyarrow.parquet as pq
table = pq.read_table("data.parquet")
df = table.to_pandas()… See the full description on the dataset page: https://huggingface.co/datasets/cagataydev/neon-failure-recovery-5k.neon-long-horizon-15k
neon-long-horizon-15k
Long-horizon multi-step — 15K episodes of synthetic 14-DoF joint trajectories for Neon VLA training.
Description
4-8 subtask chains with smooth phase transitions
Each episode contains:
language_instruction: Natural language task description
actions: JSON array of joint position trajectories (T × 14)
length: Episode length (timesteps)
Usage
import pyarrow.parquet as pq
table = pq.read_table("data.parquet")
df = table.to_pandas()… See the full description on the dataset page: https://huggingface.co/datasets/cagataydev/neon-long-horizon-15k.europe-who-neonatal-tetanus-number-of-reported-cases
Neonatal tetanus - number of reported cases | Europe (WHO GHO)
🇪🇺 1,453 observations · 43 Europe countries · 1974–2024 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 1,453 observations of Neonatal tetanus - number of reported cases data across 43 Europe countries, spanning 1974–2024, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health Organization
License:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-who-neonatal-tetanus-number-of-reported-cases.africa-unsdg-neonatal-mortality-rate-deaths-per-1-000-live-births-sh-dyn-nmrt
Africa Unsdg Neonatal Mortality Rate Deaths Per 1-000 Live Births Sh Dyn Nmrt | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-unsdg-neonatal-mortality-rate-deaths-per-1-000-live-births-sh-dyn-nmrt.asia-owid-neonatal-mortality-rate-gho
Neonatal Mortality Rate Gho | Asia (Our World in Data)
🌏 2,395 observations · 48 Asia countries · 1951–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,395 observations of Neonatal Mortality Rate Gho data across 48 Asia countries, spanning 1951–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Neonatal Mortality Rate Gho
Geographic coverage
48 Asia… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-neonatal-mortality-rate-gho.neon-g1-diverse-50k
neon-g1-diverse-50k
Multi-scene diversity — 50K episodes of synthetic 14-DoF joint trajectories for Neon VLA training.
Description
10 scenes × 34 objects — diverse manipulation across environments
Each episode contains:
language_instruction: Natural language task description
actions: JSON array of joint position trajectories (T × 14)
length: Episode length (timesteps)
Usage
import pyarrow.parquet as pq
table = pq.read_table("data.parquet")
df =… See the full description on the dataset page: https://huggingface.co/datasets/cagataydev/neon-g1-diverse-50k.neon-dexterous-hands-10k
neon-dexterous-hands-10k
Dexterous hands — 10K episodes of synthetic 14-DoF joint trajectories for Neon VLA training.
Description
Fine finger control: pinch, power grasp, precision grip, wave
Each episode contains:
language_instruction: Natural language task description
actions: JSON array of joint position trajectories (T × 14)
length: Episode length (timesteps)
Usage
import pyarrow.parquet as pq
table = pq.read_table("data.parquet")
df = table.to_pandas()… See the full description on the dataset page: https://huggingface.co/datasets/cagataydev/neon-dexterous-hands-10k.asia-who-neonatal-tetanus-number-of-reported-cases
Neonatal tetanus - number of reported cases | Asia (WHO GHO)
🌏 1,750 observations · 48 Asia countries · 1974–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,750 observations of Neonatal tetanus - number of reported cases data across 48 Asia countries, spanning 1974–2024, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health Organization
License: cc-by-4.0
Topic:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-who-neonatal-tetanus-number-of-reported-cases.africa-who-neonatal-tetanus-number-of-reported-cases
Africa — WHO GHO: Neonatal tetanus - number of reported cases | Africa (World Health Organization)
Size category: 1K<n<10K - 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 Covers
Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-who-neonatal-tetanus-number-of-reported-cases.africa-owid-neonatal-mortality-wdi
Neonatal Mortality Wdi | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - 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 Covers
Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-neonatal-mortality-wdi.neon-tea-datasetThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "neon_panther",
"total_episodes": 20,
"total_frames": 2219,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 10,
"splits": {
"train": "0:20"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/pol-avec/neon-tea-dataset.asia-owid-number-of-neonatal-deaths-by-region
Number Of Neonatal Deaths By Region | Asia (Our World in Data)
🌏 2,273 observations · 48 Asia countries · 1960–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,273 observations of Number Of Neonatal Deaths By Region data across 48 Asia countries, spanning 1960–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Number Of Neonatal Deaths By Region
Geographic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-number-of-neonatal-deaths-by-region.neon-celestino-datasetThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "neon_panther",
"total_episodes": 12,
"total_frames": 976,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 10,
"splits": {
"train": "0:12"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/pol-avec/neon-celestino-dataset.europe-unsdg-neonatal-deaths-number-sh-dyn-nmrtnasia-owid-neonatal-infant-and-child-deaths
Neonatal Infant And Child Deaths | Asia (Our World in Data)
🌏 2,901 observations · 48 Asia countries · 1951–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,901 observations of Neonatal Infant And Child Deaths data across 48 Asia countries, spanning 1951–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Neonatal Infant And Child Deaths
Geographic coverage… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-neonatal-infant-and-child-deaths.dataset_testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so_follower",
"total_episodes": 50,
"total_frames": 20262,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:50"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Neon0/dataset_test.africa-who-neonatal-mortality-rate-nmr
Africa — WHO GHO: Neonatal mortality rate (deaths per 1000 live births) | Africa (World Health Organization)
Size category: 1K<n<10K - 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 Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-who-neonatal-mortality-rate-nmr.africa-unsdg-neonatal-deaths-number-sh-dyn-nmrtn
Africa Unsdg Neonatal Deaths Number Sh Dyn Nmrtn | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: other_unclassified - 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/africa-unsdg-neonatal-deaths-number-sh-dyn-nmrtn.