datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
drawer_f05_s025This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "panda",
"total_episodes": 75,
"total_frames": 28525,
"total_tasks": 1,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:75"
},
"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/windfromthenorth/drawer_f05_s025.drawer_f05_s05This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "panda",
"total_episodes": 75,
"total_frames": 27277,
"total_tasks": 1,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:75"
},
"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/windfromthenorth/drawer_f05_s05.drawer_f025_s1This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "panda",
"total_episodes": 37,
"total_frames": 12186,
"total_tasks": 1,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:37"
},
"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/windfromthenorth/drawer_f025_s1.drawer_f025_s05This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "panda",
"total_episodes": 37,
"total_frames": 13637,
"total_tasks": 1,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:37"
},
"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/windfromthenorth/drawer_f025_s05.f0_and_energy_audio_df_datasetdrawer_f05_s1This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "panda",
"total_episodes": 75,
"total_frames": 24858,
"total_tasks": 1,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:75"
},
"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/windfromthenorth/drawer_f05_s1.africa-cameroon-small-business-surveys-aggregated-data-f019641c
Small Business Surveys - Aggregated Data | Africa (Cameroon official open data)
13,836 rows - 1 Africa country - 2020 - 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: Small Business Surveys - Aggregated Data… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-small-business-surveys-aggregated-data-f019641c.africa-namibia-small-business-surveys-aggregated-data-f019641c
Small Business Surveys - Aggregated Data | Africa (Namibia official open data)
13,836 rows - 1 Africa country - 2020 - 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: Small Business Surveys - Aggregated Data… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-namibia-small-business-surveys-aggregated-data-f019641c.africa-madagascar-interagency-response-plans-f018c78c
Interagency Response Plans | Africa (Madagascar official open data)
43 rows - 1 Africa country - 2023 - 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: Interagency Response Plans
Publisher: HDX
Resource:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-interagency-response-plans-f018c78c.africa-cameroon-wildfire-humanitarian-response-plan-hrp-countries-hazard-d-f068cddc
Wildfire: Humanitarian Response Plan (HRP) Countries Hazard Data for Disaster Risk Assessment | Africa (Cameroon official open data)
57,650 rows - 1 Africa country - 2000-2021 - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-wildfire-humanitarian-response-plan-hrp-countries-hazard-d-f068cddc.africa-guinea-bissau-guinea-bissau-views-conflict-forecasts-f04e14f5
Guinea-Bissau - VIEWS conflict forecasts | Africa (Guinea-Bissau official open data)
468 rows - 1 Africa country - 2026 - 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 - VIEWS conflict… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-guinea-bissau-guinea-bissau-views-conflict-forecasts-f04e14f5.sidekick-autocomplete-char-harmony-1Mso101_grasp_dual_cam_asym_v4This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so_follower",
"total_episodes": 30,
"total_frames": 27583,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:30"
},
"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/F0R1ST/so101_grasp_dual_cam_asym_v4.africa-gabon-small-business-surveys-aggregated-data-f019641c
Small Business Surveys - Aggregated Data | Africa (Gabon official open data)
13,836 rows - 1 Africa country - 2020 - 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: Small Business Surveys - Aggregated Data
Publisher:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-gabon-small-business-surveys-aggregated-data-f019641c.africa-guinea-bissau-guinea-bissau-trade-f0bfe627
Guinea-Bissau - Trade | Africa (Guinea-Bissau official open data)
3,849 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 - Trade
Publisher: World Bank Group… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-guinea-bissau-guinea-bissau-trade-f0bfe627.benchmark-speech-f0metric_random_SeqUniform_L8_mix_random_tokens_uniform_vocab2000_f0d3metric_random_SeqUniform_L8_mix_random_tokens_uniform_vocab2000_f0d4metric_random_SeqUniform_L8_mix_random_tokens_uniform_vocab2000_f0d5raise-drawer-cabinet-maniskill-panda-f018f3db8c1fbola_boca_f0This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 60,
"total_frames": 44999,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:60"
},
"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/danelgv/bola_boca_f0.africa-equatorial-guinea-small-business-surveys-aggregated-data-f019641c
Small Business Surveys - Aggregated Data | Africa (Equatorial Guinea official open data)
13,836 rows - 1 Africa country - 2020 - 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: Small Business Surveys -… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-equatorial-guinea-small-business-surveys-aggregated-data-f019641c.africa-lesotho-small-business-surveys-aggregated-data-f019641c
Small Business Surveys - Aggregated Data | Africa (Lesotho official open data)
13,836 rows - 1 Africa country - 2020 - 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: Small Business Surveys - Aggregated Data… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-lesotho-small-business-surveys-aggregated-data-f019641c.africa-egypt-capmas-prices-of-food-material-products-and-services-f06c6a5e
Prices of Food Material, Products, and Services | Africa (CAPMAS Egypt Open Data)
8,277 rows - 1 Africa country/area - 2011-2023 - 94 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 8,277 rows from CAPMAS Egypt Open Data, covering Prices of Food Material, Products, and Services. 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-egypt-capmas-prices-of-food-material-products-and-services-f06c6a5e.africa-guinea-bissau-small-business-surveys-aggregated-data-f019641c
Small Business Surveys - Aggregated Data | Africa (Guinea-Bissau official open data)
13,836 rows - 1 Africa country - 2020 - 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: Small Business Surveys - Aggregated… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-guinea-bissau-small-business-surveys-aggregated-data-f019641c.metric_random_SeqUniform_L8_mix_random_tokens_uniform_vocab2000_f0d2africa-somalia-interagency-response-plans-f018c78c
Interagency Response Plans | Africa (HDX)
43 rows - 1 Africa country/area - 2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 43 rows from HDX, covering Interagency Response Plans. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Demographic datasets help analysts understand population structure… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-somalia-interagency-response-plans-f018c78c.africa-seychelles-small-business-surveys-aggregated-data-f019641c
Small Business Surveys - Aggregated Data | Africa (Seychelles official open data)
13,836 rows - 1 Africa country - 2020 - 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: Small Business Surveys - Aggregated Data… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-seychelles-small-business-surveys-aggregated-data-f019641c.africa-cameroon-interagency-response-plans-f018c78c
Interagency Response Plans | Africa (Cameroon official open data)
43 rows - 1 Africa country - 2023 - 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: Interagency Response Plans
Publisher: HDX
Resource: Interagency… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-interagency-response-plans-f018c78c.africa-togo-small-business-surveys-aggregated-data-f019641c
Small Business Surveys - Aggregated Data | Africa (Togo official open data)
13,836 rows - 1 Africa country - 2020 - 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: Small Business Surveys - Aggregated Data
Publisher: AI… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-togo-small-business-surveys-aggregated-data-f019641c.