datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
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.magseven_ml_ready_high_frequency_anomaly
MagSeven High-Frequency Anomaly Dataset (Sample) (TsFile)
Apache TsFile version of SavantCapital/MagSeven-ML-Ready-High-Frequency-Anomaly-Dataset-January-2026-sample.
Converted rows: 1,952
Data files: ['magseven_ml_ready_high_frequency_anomaly_anchors.tsfile']
Usage
Install the Apache TsFile Python SDK (pip install tsfile) and read a converted file:
from pathlib import Path
from tsfile import TsFileReader
path =… See the full description on the dataset page: https://huggingface.co/datasets/THULab/magseven_ml_ready_high_frequency_anomaly.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.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.high_frequency_crypto_orderbookMagSeven-ML-Ready-High-Frequency-Anomaly-Dataset-January-2026-sample
MagSeven High-Frequency Anomaly Dataset (Sample)
This repository provides a public sample dataset extracted from a larger, production-ready financial time series dataset.
The goal of this sample is to demonstrate:
Data structure
Feature engineering style
Cleanliness and usability for modeling
📦 Dataset Overview
This dataset contains normalized and relative time-series features derived from raw OHLCV market data.
Instead of absolute prices, the data focuses on relative… See the full description on the dataset page: https://huggingface.co/datasets/blobxiaoyao/MagSeven-ML-Ready-High-Frequency-Anomaly-Dataset-January-2026-sample.MagSeven-ML-Ready-High-Frequency-Anomaly-Dataset-January-2026-sample
MagSeven High-Frequency Anomaly Dataset (Sample)
This repository provides a public sample dataset extracted from a larger, production-ready financial time series dataset.
The goal of this sample is to demonstrate:
Data structure
Feature engineering style
Cleanliness and usability for modeling
📦 Dataset Overview
This dataset contains normalized and relative time-series features derived from raw OHLCV market data.
Instead of absolute prices, the data focuses on relative… See the full description on the dataset page: https://huggingface.co/datasets/SavantCapital/MagSeven-ML-Ready-High-Frequency-Anomaly-Dataset-January-2026-sample.africa-covid-19-high-frequency-indicators
COVID-19 High-Frequency indicators | 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-covid-19-high-frequency-indicators.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_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-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-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.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.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-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-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-djibouti-covid-19-high-frequency-indicators-12d67943
COVID-19 High-Frequency indicators | Africa (Djibouti 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 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-djibouti-covid-19-high-frequency-indicators-12d67943.africa-central-african-republic-covid-19-high-frequency-indicators-12d67943
COVID-19 High-Frequency indicators | Africa (Central African Republic 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 Central African Republic 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-central-african-republic-covid-19-high-frequency-indicators-12d67943.africa-mali-covid-19-high-frequency-indicators-12d67943
COVID-19 High-Frequency indicators | Africa (Mali 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 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mali-covid-19-high-frequency-indicators-12d67943.africa-central-african-republic-covid-19-high-frequency-indicators-bbc35e39
COVID-19 High-Frequency indicators | Africa (Central African Republic 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 Central African Republic 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-central-african-republic-covid-19-high-frequency-indicators-bbc35e39.high-frequency-news-impact-sentiment-2025high_frequency_insight_library