datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
africa-mauritania-mauritania-environment-084cf3f0
Mauritania - Environment | Africa (Mauritania official open data)
4,783 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Mauritania 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: Mauritania - Environment
Publisher: World Bank Group… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritania-mauritania-environment-084cf3f0.ipfs_mauritania_laws
Mauritania Journal Officiel (MSGG)
Research snapshot of official national legislation from Secrétariat Général du Gouvernement (msgg.gov.mr) Journal officiel.
Not legal advice. The official gazette / authentic source prevails over this corpus.
Snapshot
Field
Value
Snapshot date
2026-09-18
Coverage
snapshot
Source
Secrétariat Général du Gouvernement (msgg.gov.mr) Journal officiel
Collector
scrapers/collect_mr.py
Laws / instruments
293
Articles… See the full description on the dataset page: https://huggingface.co/datasets/endomorphosis/ipfs_mauritania_laws.africa-mauritania-mauritania-economic-social-environmental-health-education-227010aa
Mauritania - Economic, Social, Environmental, Health, Education, Development and Energy | Africa (Mauritania official open data)
72,402 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Mauritania 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-mauritania-mauritania-economic-social-environmental-health-education-227010aa.ipfs_mauritania_laws_ir
Mauritania legislation IR (CID-keyed sparse GraphRAG)
Research retrieval release of endomorphosis/ipfs_mauritania_laws (revision d97f455627dcfc68cdf0315881196578d225fe0f) packaged as
country-laws-ir-graphrag/v1 (layout family skillcenter-huggingface-release/v3 / publicus-ir).
Not legal advice. This is a research snapshot. The official gazette /
authentic source of Mauritania prevails over this corpus. Retrieved documents
and graph edges are retrieval evidence only. No legal text… See the full description on the dataset page: https://huggingface.co/datasets/justicedao/ipfs_mauritania_laws_ir.africa-senegal-and-mauritania-crops-vegetation-and-standardized-precipitation-index
Sahel Crops Vegetation and Standardized Precipitation Index | Africa (original)
Size category: 10K<n<100K - Formats: parquet - Sector: agriculture_food - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-senegal-and-mauritania-crops-vegetation-and-standardized-precipitation-index.africa-mauritania-mpi
Mauritania Multidimensional Poverty Index | Africa (original)
Size category: n<1K - 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 researchers examine disease… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritania-mpi.africa-wfp-food-prices-for-mauritania
Mauritania - Food Prices | Africa (original)
Size category: 10K<n<100K - 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-wfp-food-prices-for-mauritania.africa-mauritania-covid19-subnational
Mauritania: Coronavirus (Covid-19) Subnational | Africa (original)
Size category: 10K<n<100K - 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 researchers examine… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritania-covid19-subnational.africa-malian-refugees-camp-locations-in-mauritania-niger-and-burkina-faso
Malian Refugees: Camp locations in Mauritania, Niger and Burkina Faso | Africa (original)
Size category: n<1K - Formats: parquet - Sector: governance_security - 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/africa-malian-refugees-camp-locations-in-mauritania-niger-and-burkina-faso.africa-population-mauritania
EM-DAT - Country Profiles, Mauritania | 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-population-mauritania.africa-afrobarometer-mauritania
Afrobarometer — Mauritania | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: governance_security - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-afrobarometer-mauritania.africa-mauritania-africa-covid-19-recoveries-national-cfed8246
Africa: Covid-19 Recoveries (National) | Africa (Mauritania official open data)
31,673 rows - 1 Africa country - 2020-2021 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Mauritania 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: Africa: Covid-19 Recoveries (National)… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritania-africa-covid-19-recoveries-national-cfed8246.africa-world-bank-gender-indicators-for-mauritania
Mauritania - Gender | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: economics_finance - 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 evidence… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-gender-indicators-for-mauritania.africa-ifrc-appeals-data-for-mauritania
Mauritania - IFRC Appeals | 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 structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ifrc-appeals-data-for-mauritania.africa-world-bank-aid-effectiveness-indicators-for-mauritania
Mauritania - 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-mauritania.africa-world-bank-climate-change-indicators-for-mauritania
Mauritania - Climate Change | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: agriculture_food - 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-climate-change-indicators-for-mauritania.africa-mauritania-coronavirus-covid-19-city-level
Mauritania: Coronavirus (Covid-19) City level | Africa (original)
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 researchers examine… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritania-coronavirus-covid-19-city-level.africa-world-bank-poverty-indicators-for-mauritania
Mauritania - Poverty | Africa (original)
Size category: n<1K - Formats: parquet - Sector: economics_finance - 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 evidence… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-poverty-indicators-for-mauritania.africa-mauritania-aid-worker-kika-killed-injured-kidnapped-or-arrested-data-5eede6b2
Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data | Africa (Mauritania official open data)
4,810 rows - 1 Africa country - 2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Mauritania 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: Aid Worker KIKA… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritania-aid-worker-kika-killed-injured-kidnapped-or-arrested-data-5eede6b2.africa-world-bank-environment-indicators-for-mauritania
Mauritania - Environment | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: climate_environment - 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-environment-indicators-for-mauritania.africa-aid-flows-mauritania
Mauritania - Current IATI Aid Activities | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: economics_finance - 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-aid-flows-mauritania.africa_senegal_mauritania_crops_spi
Sahel Crops Vegetation and Standardized Precipitation Index (TsFile)
This dataset is a TsFile conversion of
electricsheepafrica/africa-senegal-and-mauritania-crops-vegetation-and-standardized-precipitation-index.
Modalities: Time-series.
The source dataset covers municipality-level crop vegetation and standardized
precipitation indicators for Senegal and Mauritania. It includes monthly
observations from 2020-01-01 through 2026-03-01, with vegetation indices,
standardized… See the full description on the dataset page: https://huggingface.co/datasets/THULab/africa_senegal_mauritania_crops_spi.africa-mauritania-acute-food-insecurity-country-data
Mauritania: Acute Food Insecurity Country Data | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritania-acute-food-insecurity-country-data.africa-world-bank-infrastructure-indicators-for-mauritania
Mauritania - Infrastructure | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: infrastructure_transport - 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-infrastructure-indicators-for-mauritania.africa-world-bank-financial-sector-indicators-for-mauritania
Mauritania - Financial Sector | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: economics_finance - 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-financial-sector-indicators-for-mauritania.africa-world-bank-trade-indicators-for-mauritania
Mauritania - Trade | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: economics_finance - 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 evidence… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-trade-indicators-for-mauritania.africa-mauritania-aid-worker-kika-killed-injured-kidnapped-or-arrested-data-6c38e461
Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data | Africa (Mauritania official open data)
5,864 rows - 1 Africa country - 1997-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Mauritania 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: Aid Worker KIKA… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritania-aid-worker-kika-killed-injured-kidnapped-or-arrested-data-6c38e461.africa-ucdp-data-for-mauritania
Mauritania - Data on Conflict Events | Africa (original)
Size category: n<1K - Formats: parquet - Sector: governance_security - 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-ucdp-data-for-mauritania.africa-world-bank-urban-development-indicators-for-mauritania
Mauritania - Urban Development | Africa (original)
Size category: n<1K - 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 researchers examine disease burden… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-urban-development-indicators-for-mauritania.africa-aviation-mauritania
Airports in Mauritania | Africa (original)
Size category: n<1K - Formats: parquet - Sector: infrastructure_transport - 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-aviation-mauritania.