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_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-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-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-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.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.asia-aid-effectiveness-world-bank-combined-indicators-for-china
China - Economic, Social, Environmental, Health, Education, Development and Energy
Publisher: World Bank Group · Source: HDX · License: cc-by · Updated: 2026-04-27
Abstract
Contains data from the World Bank's data portal covering the following topics which also exist as individual datasets on HDX: Agriculture and Rural Development, Aid Effectiveness, Economy and Growth, Education, Energy and Mining, Environment, Financial Sector, Health, Infrastructure, Social Protection… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-aid-effectiveness-world-bank-combined-indicators-for-china.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-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-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-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-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-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-algeria
Algeria - 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-algeria.asia-owid-government-effectiveness-vs-electoral-democracy-index
Government Effectiveness Vs Electoral Democracy Index | Asia (Our World in Data)
🌏 8,107 observations · 47 Asia countries · 1789–2025 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 8,107 observations of Government Effectiveness Vs Electoral Democracy Index data across 47 Asia countries, spanning 1789–2025.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Government Effectiveness… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-government-effectiveness-vs-electoral-democracy-index.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.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-gabon-gabon-aid-effectiveness-c875f18c
Gabon - Aid Effectiveness | Africa (Gabon official open data)
1,999 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Gabon 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: Gabon - Aid Effectiveness
Publisher: World Bank Group
Resource:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-gabon-gabon-aid-effectiveness-c875f18c.asia-worldbank-aid-effectiveness
Aid Effectiveness — Asia
Source: World Bank World Development Indicators
Topic: Aid Effectiveness
Coverage: 48 Asia countries · 1960–2025 · 89,929 rows
Indicators: 73
About
The World Bank's World Development Indicators (WDI) is the most comprehensive
source of global development data. This dataset contains the Aid Effectiveness
topic filtered to all available Asia countries (ISO3-coded), repackaged
in ML-ready Parquet by Electric Sheep Asia.
Schema… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-worldbank-aid-effectiveness.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-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.nyu_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/Cosmos218/nyu_door_opening_surprising_effectiveness_lerobot.africa-world-bank-aid-effectiveness-indicators-for-niger
Niger - 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-niger.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-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.