datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
nyu_door_opening_surprising_effectiveness_rawnyu_door_opening_surprising_effectiveness_lerobotThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "hello_stretch",
"total_episodes": 435,
"total_frames": 18196,
"total_tasks": 1,
"total_videos": 435,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 3,
"splits": {
"train": "0:435"
},
"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/IPEC-COMMUNITY/nyu_door_opening_surprising_effectiveness_lerobot.nyu_door_opening_surprising_effectivenessThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "unknown",
"total_episodes": 484,
"total_frames": 20405,
"total_tasks": 1,
"total_videos": 484,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 3,
"splits": {
"train": "0:484"},
"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/lerobot/nyu_door_opening_surprising_effectiveness.africa-world-bank-aid-effectiveness-indicators-for-rwanda
Rwanda - Aid Effectiveness | Africa (original)
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.
What This Dataset Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-aid-effectiveness-indicators-for-rwanda.africa-sao-tome-and-principe-sao-tome-and-principe-aid-effectiveness-e2b6fce3
Sao Tome and Principe - Aid Effectiveness | Africa (Sao Tome and Principe official open data)
1,655 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Sao Tome and Principe as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Sao Tome and… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sao-tome-and-principe-sao-tome-and-principe-aid-effectiveness-e2b6fce3.africa-drc-congo-dem-rep-aid-effectiveness-7ad8eaa4
Congo, Dem. Rep. - Aid Effectiveness | Africa (DRC official open data)
2,570 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Congo, Dem. Rep. - Aid Effectiveness
Publisher: World… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-congo-dem-rep-aid-effectiveness-7ad8eaa4.africa-seychelles-seychelles-aid-effectiveness-79afb038
Seychelles - Aid Effectiveness | Africa (Seychelles official open data)
1,669 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Seychelles as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Seychelles - Aid Effectiveness
Publisher: World… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-seychelles-seychelles-aid-effectiveness-79afb038.africa-botswana-botswana-aid-effectiveness-88b9152b
Botswana - Aid Effectiveness | Africa (Botswana official open data)
2,333 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Botswana as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Botswana - Aid Effectiveness
Publisher: World Bank… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-botswana-botswana-aid-effectiveness-88b9152b.africa-guinea-bissau-guinea-bissau-aid-effectiveness-6878e172
Guinea-Bissau - Aid Effectiveness | Africa (Guinea-Bissau official open data)
2,059 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Guinea-Bissau as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Guinea-Bissau - Aid Effectiveness… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-guinea-bissau-guinea-bissau-aid-effectiveness-6878e172.africa-world-bank-aid-effectiveness-indicators-for-togo
Togo - Aid Effectiveness | Africa (original)
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.
What This Dataset Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-aid-effectiveness-indicators-for-togo.africa-world-bank-aid-effectiveness-indicators-for-nigeria
Nigeria - Aid Effectiveness | Africa (original)
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.
What This Dataset Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-aid-effectiveness-indicators-for-nigeria.africa-world-bank-aid-effectiveness-indicators-for-congo-rep
Congo, Rep. - Aid Effectiveness | Africa (original)
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.
What This Dataset Covers
Public datasets help analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-aid-effectiveness-indicators-for-congo-rep.africa-eswatini-eswatini-aid-effectiveness-58c8922a
Eswatini - Aid Effectiveness | Africa (Eswatini official open data)
2,263 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Eswatini as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Eswatini - Aid Effectiveness
Publisher: World Bank… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-eswatini-eswatini-aid-effectiveness-58c8922a.africa-comoros-comoros-aid-effectiveness-f73da196
Comoros - Aid Effectiveness | Africa (Comoros official open data)
1,663 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Comoros as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Comoros - Aid Effectiveness
Publisher: World Bank Group… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-comoros-comoros-aid-effectiveness-f73da196.africa-cameroon-cameroon-aid-effectiveness-0608f399
Cameroon - Aid Effectiveness | Africa (Cameroon official open data)
2,569 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cameroon as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Cameroon - Aid Effectiveness
Publisher: World Bank… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-cameroon-aid-effectiveness-0608f399.nyu_door_opening_surprising_effectiveness_lerobot
nyu_door_opening_surprising_effectiveness_lerobot TsFile
This dataset is a TsFile conversion of the Hugging Face dataset
IPEC-COMMUNITY/nyu_door_opening_surprising_effectiveness_lerobot,
which was created using LeRobot.
Modalities: Time-series. The original dataset also includes video files; those
videos are not included in this repository and remain available in the source
dataset.
Source Dataset
Original dataset:… See the full description on the dataset page: https://huggingface.co/datasets/THULab/nyu_door_opening_surprising_effectiveness_lerobot.africa-namibia-namibia-aid-effectiveness-ba8ae613
Namibia - Aid Effectiveness | Africa (Namibia official open data)
1,893 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Namibia as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Namibia - Aid Effectiveness
Publisher: World Bank Group… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-namibia-namibia-aid-effectiveness-ba8ae613.africa-world-bank-aid-effectiveness-indicators-for-egypt-arab-rep
Egypt, Arab Rep. - Aid Effectiveness | Africa (original)
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.
What This Dataset Covers
Public datasets help analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-aid-effectiveness-indicators-for-egypt-arab-rep.africa-lesotho-lesotho-aid-effectiveness-f337d10c
Lesotho - Aid Effectiveness | Africa (Lesotho official open data)
2,391 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Lesotho as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Lesotho - Aid Effectiveness
Publisher: World Bank Group… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-lesotho-lesotho-aid-effectiveness-f337d10c.africa-madagascar-madagascar-aid-effectiveness-ffb2fd63
Madagascar - Aid Effectiveness | Africa (Madagascar official open data)
2,448 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Madagascar as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Madagascar - Aid Effectiveness
Publisher: World… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-madagascar-aid-effectiveness-ffb2fd63.africa-cabo-verde-cabo-verde-aid-effectiveness-344fef0c
Cabo Verde - Aid Effectiveness | Africa (Cabo Verde official open data)
2,034 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cabo Verde as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Cabo Verde - Aid Effectiveness
Publisher: World… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cabo-verde-cabo-verde-aid-effectiveness-344fef0c.africa-equatorial-guinea-equatorial-guinea-aid-effectiveness-8f439c93
Equatorial Guinea - Aid Effectiveness | Africa (Equatorial Guinea official open data)
1,482 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Equatorial Guinea as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Equatorial Guinea - Aid… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-equatorial-guinea-equatorial-guinea-aid-effectiveness-8f439c93.africa-zimbabwe-zimbabwe-aid-effectiveness-1f302119
Zimbabwe - Aid Effectiveness | Africa (Zimbabwe official open data)
2,433 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Zimbabwe as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Zimbabwe - Aid Effectiveness
Publisher: World Bank… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-zimbabwe-zimbabwe-aid-effectiveness-1f302119.africa-algeria-algeria-aid-effectiveness-53080f52
Algeria - Aid Effectiveness | Africa (Algeria official open data)
2,504 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Algeria as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Algeria - Aid Effectiveness
Publisher: World Bank Group… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-algeria-algeria-aid-effectiveness-53080f52.africa-world-bank-aid-effectiveness-indicators-for-south-sudan
South Sudan - Aid Effectiveness | Africa (original)
Size category: n<1K - 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.
What This Dataset Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-aid-effectiveness-indicators-for-south-sudan.africa-world-bank-aid-effectiveness-indicators-for-sao-tome-and-principe
Sao Tome and Principe - Aid Effectiveness | Africa (original)
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.
What This Dataset Covers
Public datasets help analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-aid-effectiveness-indicators-for-sao-tome-and-principe.africa-togo-togo-aid-effectiveness-d5190a93
Togo - Aid Effectiveness | Africa (Togo official open data)
2,383 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Togo as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Togo - Aid Effectiveness
Publisher: World Bank Group
Resource: Aid… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-togo-togo-aid-effectiveness-d5190a93.africa-synth-malaria-intervention-coverage-effectiveness-all
Africa Synth Malaria Intervention Coverage Effectiveness All | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-malaria-intervention-coverage-effectiveness-all.africa-world-bank-aid-effectiveness-indicators-for-kenya
Kenya - Aid Effectiveness | Africa (original)
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.
What This Dataset Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-aid-effectiveness-indicators-for-kenya.africa-world-bank-aid-effectiveness-indicators-for-tanzania
Tanzania - Aid Effectiveness | Africa (original)
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.
What This Dataset Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-aid-effectiveness-indicators-for-tanzania.