datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
SonoInstruct
SonoInstruct Dataset
This repository hosts the official SonoInstruct dataset.
⚠️ Current Release Status
20260630
We have updated the training split of this dataset under parquet_full_train/.
20260304
This repository currently contains a preview subset of 700 samples.
The full SonoInstruct dataset will be released in a future update.
Overview
SonoInstruct is a large-scale instruction dataset designed for ultrasound (sonography) understanding, grounding… See the full description on the dataset page: https://huggingface.co/datasets/Ssdaizi/SonoInstruct.abc_dress_the_teddy_bearThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"observation.state": {
"dtype": "float32",
"shape": [
14
]
},
"action": {
"dtype": "float32",
"shape": [
14
]
},
"observation.images.top": {
"dtype": "video",
"shape":… See the full description on the dataset page: https://huggingface.co/datasets/ssdunit/abc_dress_the_teddy_bear.ssd_grasping_success_no_pert_23epThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 15,
"features": {
"is_first": {
"dtype": "bool",
"shape": [
1
],
"names": null
},
"is_last": {
"dtype": "bool",
"shape": [
1
],
"names": null
},
"is_terminal": {
"dtype":… See the full description on the dataset page: https://huggingface.co/datasets/WillMandil001/ssd_grasping_success_no_pert_23ep.ssd-qwen3-4b-instruct-data
SSD Qwen3-4B-Instruct-2507 Self-Distillation Data
Self-distillation training data generated as part of an attempted reproduction of:
Embarrassingly Simple Self-Distillation Improves Code Generation
Ruixiang Zhang, Richard He Bai, Huangjie Zheng, Navdeep Jaitly, Ronan Collobert, Yizhe Zhang
Apple, 2026 — arXiv:2604.01193
Overview
These are raw, unverified solutions sampled from the frozen Qwen3-4B-Instruct-2507 base model on competitive programming problems. The whole… See the full description on the dataset page: https://huggingface.co/datasets/Ayushnangia/ssd-qwen3-4b-instruct-data.africa-ssd-rainfall-subnational
South Sudan: Rainfall Indicators at Subnational Level | Africa (original)
Size category: 100K<n<1M - Formats: parquet - Sector: climate_environment - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ssd-rainfall-subnational.africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-ebed880f
South Sudan Ssd Attacks On Aid Operations Education Health | Africa (Insecurity Insight)
16,432 rows - 1 Africa country/area - 2024-2026 - 26 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 16,432 rows from Insecurity Insight, covering South Sudan Ssd Attacks On Aid Operations Education Health. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-ebed880f.ssd_grasping_successThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 15,
"features": {
"is_first": {
"dtype": "bool",
"shape": [
1
],
"names": null
},
"is_last": {
"dtype": "bool",
"shape": [
1
],
"names": null
},
"is_terminal": {
"dtype":… See the full description on the dataset page: https://huggingface.co/datasets/WillMandil001/ssd_grasping_success.africa-idmc-event-data-for-ssd
South Sudan - Internal Displacements Updates (IDU) (event data) | Africa (original)
Size category: n<1K - Formats: parquet - Sector: governance_security - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-idmc-event-data-for-ssd.africa-ssd-humanitarian-needs-overview
South Sudan: Humanitarian needs overview | Africa (original)
Size category: n<1K - Formats: parquet - Sector: humanitarian_development - 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-ssd-humanitarian-needs-overview.africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-0592c796
South Sudan Ssd Attacks On Aid Operations Education Health | Africa (Insecurity Insight)
8 rows - 1 Africa country/area - 2026 - 3 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 8 rows from Insecurity Insight, covering South Sudan Ssd Attacks On Aid Operations Education Health. 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-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-0592c796.central_ssdthis is the dataset used to train the model central for SSD predictions.
africa-ssd-jiaf-humanitarian-needs-pin-and-severity
South Sudan: JIAF Humanitarian Needs People in Need and Severity | Africa (original)
Size category: n<1K - Formats: parquet - Sector: humanitarian_development - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ssd-jiaf-humanitarian-needs-pin-and-severity.africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-5c15ac8a
South Sudan Ssd Attacks On Aid Operations Education Health | Africa (Insecurity Insight)
154 rows - 1 Africa country/area - 2025-2026 - 7 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 154 rows from Insecurity Insight, covering South Sudan Ssd Attacks On Aid Operations Education Health. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-5c15ac8a.africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-9014a87f
South Sudan Ssd Attacks On Aid Operations Education Health | Africa (Insecurity Insight)
699 rows - 1 Africa country/area - 2024-2026 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 699 rows from Insecurity Insight, covering South Sudan Ssd Attacks On Aid Operations Education Health. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-9014a87f.africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-32e6a4c7
South Sudan Ssd Attacks On Aid Operations Education Health | Africa (Insecurity Insight)
51 rows - 1 Africa country/area - 2023-2025 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 51 rows from Insecurity Insight, covering South Sudan Ssd Attacks On Aid Operations Education Health. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-32e6a4c7.africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-40d34f01
South Sudan Ssd Attacks On Aid Operations Education Health | Africa (Insecurity Insight)
31 rows - 1 Africa country/area - 2020 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 31 rows from Insecurity Insight, covering South Sudan Ssd Attacks On Aid Operations Education Health. 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-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-40d34f01.africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-5ed2a1a9
South Sudan Ssd Attacks On Aid Operations Education Health | Africa (Insecurity Insight)
492 rows - 1 Africa country/area - 2024-2026 - 12 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 492 rows from Insecurity Insight, covering South Sudan Ssd Attacks On Aid Operations Education Health. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-5ed2a1a9.africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-04adea01
South Sudan Ssd Attacks On Aid Operations Education Health | Africa (Insecurity Insight)
3,728 rows - 1 Africa country/area - 2024-2026 - 16 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 3,728 rows from Insecurity Insight, covering South Sudan Ssd Attacks On Aid Operations Education Health. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-04adea01.africa-unhcr-population-data-for-ssd
South Sudan - Data on forcibly displaced populations and stateless persons | Africa (original)
Size category: n<1K - Formats: parquet - Sector: humanitarian_development - 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-unhcr-population-data-for-ssd.africa-hrp-projects-ssd
South Sudan: Response Plan projects | Africa (original)
Size category: n<1K - Formats: parquet - Sector: humanitarian_development - 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-hrp-projects-ssd.africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-3778b253
South Sudan Ssd Attacks On Aid Operations Education Health | Africa (Insecurity Insight)
107 rows - 1 Africa country/area - 2021-2026 - 20 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 107 rows from Insecurity Insight, covering South Sudan Ssd Attacks On Aid Operations Education Health. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-3778b253.africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-b1534c4d
South Sudan Ssd Attacks On Aid Operations Education Health | Africa (Insecurity Insight)
61 rows - 1 Africa country/area - 2022-2024 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 61 rows from Insecurity Insight, covering South Sudan Ssd Attacks On Aid Operations Education Health. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-b1534c4d.africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-272ea14c
South Sudan Ssd Attacks On Aid Operations Education Health | Africa (Insecurity Insight)
782 rows - 1 Africa country/area - 2024-2026 - 17 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 782 rows from Insecurity Insight, covering South Sudan Ssd Attacks On Aid Operations Education Health. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-272ea14c.africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-ed9e8e8c
South Sudan Ssd Attacks On Aid Operations Education Health | Africa (Insecurity Insight)
39 rows - 1 Africa country/area - 2022 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 39 rows from Insecurity Insight, covering South Sudan Ssd Attacks On Aid Operations Education Health. 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-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-ed9e8e8c.africa-ssd-requirements-and-funding-data
South Sudan - Requirements and Funding Data | Africa (original)
Size category: n<1K - 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 This Dataset Covers
Public datasets help analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ssd-requirements-and-funding-data.africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-6c4481c6
South Sudan Ssd Attacks On Aid Operations Education Health | Africa (Insecurity Insight)
188 rows - 1 Africa country/area - 2024-2026 - 3 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 188 rows from Insecurity Insight, covering South Sudan Ssd Attacks On Aid Operations Education Health. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-6c4481c6.africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-94b9e830
South Sudan Ssd Attacks On Aid Operations Education Health | Africa (Insecurity Insight)
41 rows - 1 Africa country/area - 2021 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 41 rows from Insecurity Insight, covering South Sudan Ssd Attacks On Aid Operations Education Health. 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-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-94b9e830.synth-ehr-icd10cm-prompt-15kafrica-ssd-climate-trace
South Sudan: Greenhouse Gas and Air Pollutant Emissions | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: climate_environment - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ssd-climate-trace.africa-aid-worker-security-database-ssd
South Sudan - Aid Worker Security Database | Africa (original)
Size category: n<1K - Formats: parquet - Sector: governance_security - 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-aid-worker-security-database-ssd.