datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
planck-frequency-maps-pr4
Planck PR4 NPIPE Frequency Maps
This dataset contains the nine Planck Public Release 4 frequency maps
produced by the NPIPE joint LFI/HFI processing pipeline. It serves the
full-mission, full-channel source tables exactly as released: source
column names, units, fixed-vector shapes, row order, dtypes, and value
bits are preserved. Metadata makes the source representation
self-describing without flattening, renaming, or normalising it.
The included maps are the R4.00 products at… See the full description on the dataset page: https://huggingface.co/datasets/astro-legacy-archive/planck-frequency-maps-pr4.planck-frequency-maps-pr3
Planck PR3 Legacy Frequency Maps
This dataset contains the nine Planck Public Release 3 (2018 Legacy)
full-mission, full-channel frequency maps. It serves the source binary
tables exactly as released: source column names, units, scalar shapes,
row order, dtypes, and value bits are preserved. Self-description in
the Parquet metadata resolves the otherwise opaque source identifiers;
it does not rename or normalise them.
The LFI products are the R3.00 maps at 30, 44, and 70 GHz.… See the full description on the dataset page: https://huggingface.co/datasets/astro-legacy-archive/planck-frequency-maps-pr3.maize-allele-frequency-test
Maize Allele Frequency Dataset
Source data described in PlantCaduceus paper. Raw data available at plantcad/maize-allele-frequency-raw-data.
Splits
validation: Chromosomes 1, 3, 5, 7, 9
test: Chromosomes 2, 4, 6, 8, 10
Configurations
full
Complete dataset with all variants.
Subsampled Configurations
Subsampled datasets (excluding repeats) with max N variants, filtered by consequence type:
{max_n}_balanced: Balanced sample across all… See the full description on the dataset page: https://huggingface.co/datasets/plantcad/maize-allele-frequency-test.bashkir-frequency-index
Bashkir Frequency Index v11.5
Word-frequency index for Bashkir, computed over a large monolingual
Bashkir-language dataset, for NLP, spellchecking and lexical research.
Overview
Word-frequency index for the Bashkir language computed over a large monolingual
Bashkir-language dataset. Non-Bashkir admixture, borrowed vocabulary
and scanning artifacts were reduced with automated language filtering. The
public configuration (count ≥ 3) is the recommended default;… See the full description on the dataset page: https://huggingface.co/datasets/failed09/bashkir-frequency-index.maize-allele-frequency
Maize Allele Frequency Dataset
Source data described in PlantCaduceus paper. Raw data available at plantcad/maize-allele-frequency-raw-data.
Splits
validation: Chromosomes 1, 3, 5, 7, 9
test: Chromosomes 2, 4, 6, 8, 10
Configurations
full
Complete dataset with all variants.
Subsampled Configurations
Subsampled datasets (excluding repeats) with max N variants, filtered by consequence type:
{max_n}_all_consequences: Balanced sample across… See the full description on the dataset page: https://huggingface.co/datasets/plantcad/maize-allele-frequency.umi_one_camera_frequency_testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"shape": [
16
],
"names": [
"left_ee.x",
"left_ee.y",
"left_ee.z",
"left_ee.qx",
"left_ee.qy",
"left_ee.qz"… See the full description on the dataset page: https://huggingface.co/datasets/rcvsungmincho/umi_one_camera_frequency_test.umi_one_camera_frequency_test5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"shape": [
16
],
"names": [
"left_ee.x",
"left_ee.y",
"left_ee.z",
"left_ee.qx",
"left_ee.qy",
"left_ee.qz"… See the full description on the dataset page: https://huggingface.co/datasets/rcvsungmincho/umi_one_camera_frequency_test5.umi_one_camera_frequency_test4This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"shape": [
16
],
"names": [
"left_ee.x",
"left_ee.y",
"left_ee.z",
"left_ee.qx",
"left_ee.qy",
"left_ee.qz"… See the full description on the dataset page: https://huggingface.co/datasets/rcvsungmincho/umi_one_camera_frequency_test4.umi_one_camera_frequency_test3This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"shape": [
16
],
"names": [
"left_ee.x",
"left_ee.y",
"left_ee.z",
"left_ee.qx",
"left_ee.qy",
"left_ee.qz"… See the full description on the dataset page: https://huggingface.co/datasets/rcvsungmincho/umi_one_camera_frequency_test3.nigerian_energy_and_utilities_voltage_frequency
Nigerian Energy & Utilities – Voltage & Frequency | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: energy - 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/nigerian_energy_and_utilities_voltage_frequency.umi_one_camera_frequency_test7This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 5,
"features": {
"action": {
"dtype": "float32",
"shape": [
16
],
"names": [
"left_ee.x",
"left_ee.y",
"left_ee.z",
"left_ee.qx",
"left_ee.qy",
"left_ee.qz",
"left_ee.qw"… See the full description on the dataset page: https://huggingface.co/datasets/rcvsungmincho/umi_one_camera_frequency_test7.africa-mali-covid-19-high-frequency-indicators-bbc35e39
COVID-19 High-Frequency indicators | Africa (Mali official open data)
44,556 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Mali 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: COVID-19 High-Frequency indicators
Publisher: World Bank… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mali-covid-19-high-frequency-indicators-bbc35e39.africa-south-sudan-covid-19-high-frequency-indicators-bbc35e39
Covid 19 High Frequency Indicators | Africa (World Bank Group)
44,556 rows - 1 Africa country/area - 2020 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 44,556 rows from World Bank Group, covering Covid 19 High Frequency Indicators. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Official statistics… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-covid-19-high-frequency-indicators-bbc35e39.africa-malawi-covid-19-high-frequency-indicators-12d67943
COVID-19 High-Frequency indicators | Africa (Malawi official open data)
332 rows - 1 Africa country - not-applicable - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Malawi 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: COVID-19 High-Frequency indicators
Publisher:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-malawi-covid-19-high-frequency-indicators-12d67943.test_normal_frequency_v7This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": null,
"total_episodes": 1,
"total_frames": 339,
"total_tasks": 1,
"total_videos": 2,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 15,
"splits": {
"train": "0:1"
},
"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/danielsanjosepro/test_normal_frequency_v7.test_normal_frequency_v8This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": null,
"total_episodes": 1,
"total_frames": 339,
"total_tasks": 1,
"total_videos": 2,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 15,
"splits": {
"train": "0:1"
},
"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/danielsanjosepro/test_normal_frequency_v8.africa-south-sudan-covid-19-high-frequency-indicators-12d67943
Covid 19 High Frequency Indicators | Africa (World Bank Group)
332 rows - 1 Africa country/area - detected - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 332 rows from World Bank Group, covering Covid 19 High Frequency Indicators. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Official statistics… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-covid-19-high-frequency-indicators-12d67943.test_high_frequency_v6This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": null,
"total_episodes": 1,
"total_frames": 339,
"total_tasks": 1,
"total_videos": 2,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 100,
"splits": {
"train": "0:1"
},
"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/danielsanjosepro/test_high_frequency_v6.africa-mauritius-survey-of-inbound-tourism-frequency-of-visit-2015-2018-and-b971bf06
Survey of Inbound Tourism Frequency of Visit 2015 2018 and | Africa (MDPA)
10 rows - 1 Africa country/area - 2015-2023 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 10 rows from MDPA, covering Survey of Inbound Tourism Frequency of Visit 2015 2018 and. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-survey-of-inbound-tourism-frequency-of-visit-2015-2018-and-b971bf06.africa-zimbabwe-covid-19-high-frequency-indicators-bbc35e39
COVID-19 High-Frequency indicators | Africa (Zimbabwe official open data)
44,556 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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: COVID-19 High-Frequency indicators
Publisher: World… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-zimbabwe-covid-19-high-frequency-indicators-bbc35e39.africa-chad-covid-19-high-frequency-indicators-bbc35e39
Covid 19 High Frequency Indicators | Africa (World Bank Group)
44,556 rows - 1 Africa country/area - 2020 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 44,556 rows from World Bank Group, covering Covid 19 High Frequency Indicators. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Official statistics… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-chad-covid-19-high-frequency-indicators-bbc35e39.Y_frequency_speed
Dataset Card for "Y_frequency_speed"
More Information needed
africa-who-minimum-meal-frequency-6-23-months
Africa — WHO GHO: Minimum Meal Frequency 6-23 months | 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 datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-who-minimum-meal-frequency-6-23-months.maize-allele-frequency-raw-dataafrica-malawi-covid-19-high-frequency-indicators-bbc35e39
COVID-19 High-Frequency indicators | Africa (Malawi official open data)
44,556 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Malawi 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: COVID-19 High-Frequency indicators
Publisher: World… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-malawi-covid-19-high-frequency-indicators-bbc35e39.africa-mauritius-survey-of-inbound-tourism-frequency-of-visit-2015-2018-and-4448f056
Survey of Inbound Tourism Frequency of Visit 2015 2018 and | Africa (MDPA)
10 rows - 1 Africa country/area - 2015-2023 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 10 rows from MDPA, covering Survey of Inbound Tourism Frequency of Visit 2015 2018 and. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-survey-of-inbound-tourism-frequency-of-visit-2015-2018-and-4448f056.africa-chad-covid-19-high-frequency-indicators-12d67943
COVID-19 High-Frequency indicators | Africa (Chad official open data)
332 rows - 1 Africa country - not-applicable - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Chad 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: COVID-19 High-Frequency indicators
Publisher: World… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-chad-covid-19-high-frequency-indicators-12d67943.africa-djibouti-covid-19-high-frequency-indicators-bbc35e39
COVID-19 High-Frequency indicators | Africa (Djibouti official open data)
44,556 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Djibouti 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: COVID-19 High-Frequency indicators
Publisher: World… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-djibouti-covid-19-high-frequency-indicators-bbc35e39.africa-zimbabwe-covid-19-high-frequency-indicators-12d67943
COVID-19 High-Frequency indicators | Africa (Zimbabwe official open data)
332 rows - 1 Africa country - not-applicable - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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: COVID-19 High-Frequency indicators… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-zimbabwe-covid-19-high-frequency-indicators-12d67943.europe-who-minimum-meal-frequency-6-23-months
Minimum Meal Frequency 6-23 months | Europe (WHO GHO)
🇪🇺 391 observations · 8 Europe countries · 2010–2019 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 391 observations of Minimum Meal Frequency 6-23 months data across 8 Europe countries, spanning 2010–2019, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health Organization
License: cc-by-4.0
Topic: Minimum Meal… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-who-minimum-meal-frequency-6-23-months.