datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
SocioEconomicQA-Equalitysocio_economic_from_space
Predicting Socio-Economic Development in Poland (2020–2024) – Dataset
This dataset provides the resources necessary for the project Predicting Socio-Economic Development in Poland in 2020–2024 Using Satellite Imagery.
The corresponding codebase is available here: GitHub Repository.
Contents
Municipal incomes (2018–2024)Official statistics on municipal-level revenues in Poland from the Statistics Poland Local Data Bank (BDL).
Shapefiles of Polish municipalities… See the full description on the dataset page: https://huggingface.co/datasets/LukaszJanisiow/socio_economic_from_space.africa-synth-education-socioeconomic-background-nigeria
Nigeria Education - Socioeconomic Background | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: education - 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
Education… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-education-socioeconomic-background-nigeria.africa-synth-education-community-socioeconomic-nigeria
Nigeria Education - Community Socioeconomic | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: education - 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
Education… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-education-community-socioeconomic-nigeria.africa-somalia-fragile-states-socio-economic-database-2015-7ae2605f
Fragile States Socio Economic Database 2015 | Africa (African Development Bank Group (inactive))
2,823,717 rows - 1 Africa country/area - 1960-2015 - 3 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 2,823,717 rows from African Development Bank Group (inactive), covering Fragile States Socio Economic Database 2015. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-somalia-fragile-states-socio-economic-database-2015-7ae2605f.africa-nigeria-socio-economic-survey-crop-2005-private-farmers-588df26c
Socio Economic Survey Crop 2005 Private Farmers | Africa (National Bureau of Statistics (Nbs), Central Bank of Nigeria (CBN))
74 rows - 1 Africa country/area - 2006 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 74 rows from National Bureau of Statistics (Nbs), Central Bank of Nigeria (CBN), covering Socio Economic Survey Crop 2005 Private Farmers. It is published as ML-ready Parquet with consistent Hugging Face metadata… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-socio-economic-survey-crop-2005-private-farmers-588df26c.africa-mali-fragile-states-socio-economic-database-2015-7ae2605f
Fragile States - Socio Economic Database, 2015 | Africa (Mali official open data)
2,823,717 rows - 1 Africa country - 1960-2015 - 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: Fragile States - Socio Economic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mali-fragile-states-socio-economic-database-2015-7ae2605f.africa-sudan-sudan-socio-economic-impacts-of-internal-displacement-be461e33
Sudan: Socio Economic Impacts of Internal Displacement | Africa (Sudan official open data)
11,985 rows - 1 Africa country - 2019 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Sudan 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: Sudan: Socio Economic Impacts of… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sudan-sudan-socio-economic-impacts-of-internal-displacement-be461e33.africa-gambia-fragile-states-socio-economic-database-2015-7ae2605f
Fragile States - Socio Economic Database, 2015 | Africa (Gambia official open data)
2,823,717 rows - 1 Africa country - 1960-2015 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Gambia 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: Fragile States - Socio Economic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-gambia-fragile-states-socio-economic-database-2015-7ae2605f.socioeconomic_unlearning_qa
Dataset Card for "socioeconomic_unlearning_qa"
More Information needed
africa-seychelles-afdb-socio-economic-database-1960-2019-e4ecd570
AfDB Socio Economic Database, 1960-2019 | Africa (Seychelles official open data)
49,492 rows - 1 Africa country - 1960-2019 - 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: AfDB Socio Economic Database… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-seychelles-afdb-socio-economic-database-1960-2019-e4ecd570.africa-sao-tome-and-principe-afdb-socio-economic-database-1960-2019-e4ecd570
AfDB Socio Economic Database, 1960-2019 | Africa (Sao Tome and Principe official open data)
49,492 rows - 1 Africa country - 1960-2019 - 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: AfDB Socio… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sao-tome-and-principe-afdb-socio-economic-database-1960-2019-e4ecd570.socioeconomic_unlearning_qa_unbalance
Dataset Card for "socioeconomic_unlearning_qa_unbalance"
More Information needed
africa-unsdg-adjusted-low-to-high-socio-economic-parity-index-for-ac-se-tot-sespi
Africa Unsdg Adjusted Low to High Socio Economic Parity Index for Ac Se Tot Sespi | Africa (Electric Sheep Africa metadata inventory)
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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-unsdg-adjusted-low-to-high-socio-economic-parity-index-for-ac-se-tot-sespi.africa-somalia-afdb-socio-economic-database-1960-2019-e4ecd570
Afdb Socio Economic Database 1960 2019 | Africa (African Development Bank Group (inactive))
49,492 rows - 1 Africa country/area - 1960-2019 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 49,492 rows from African Development Bank Group (inactive), covering Afdb Socio Economic Database 1960 2019. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-somalia-afdb-socio-economic-database-1960-2019-e4ecd570.africa-south-sudan-fragile-states-socio-economic-database-2015-7ae2605f
Fragile States Socio Economic Database 2015 | Africa (African Development Bank Group (inactive))
2,823,717 rows - 1 Africa country/area - 1960-2015 - 3 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 2,823,717 rows from African Development Bank Group (inactive), covering Fragile States Socio Economic Database 2015. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-fragile-states-socio-economic-database-2015-7ae2605f.africa-djibouti-fragile-states-socio-economic-database-2015-7ae2605f
Fragile States - Socio Economic Database, 2015 | Africa (Djibouti official open data)
2,823,717 rows - 1 Africa country - 1960-2015 - 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: Fragile States - Socio Economic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-djibouti-fragile-states-socio-economic-database-2015-7ae2605f.africa-eritrea-fragile-states-socio-economic-database-2015-7ae2605f
Fragile States - Socio Economic Database, 2015 | Africa (Eritrea official open data)
2,823,717 rows - 1 Africa country - 1960-2015 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Eritrea 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: Fragile States - Socio Economic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-eritrea-fragile-states-socio-economic-database-2015-7ae2605f.africa-central-african-republic-fragile-states-socio-economic-database-2015-7ae2605f
Fragile States - Socio Economic Database, 2015 | Africa (Central African Republic official open data)
2,823,717 rows - 1 Africa country - 1960-2015 - 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:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-central-african-republic-fragile-states-socio-economic-database-2015-7ae2605f.africa-angola-afdb-socio-economic-database-1960-2019-e4ecd570
AfDB Socio Economic Database, 1960-2019 | Africa (Angola official open data)
49,492 rows - 1 Africa country - 1960-2019 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Angola 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: AfDB Socio Economic Database, 1960-2019… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-angola-afdb-socio-economic-database-1960-2019-e4ecd570.africa-benin-fragile-states-socio-economic-database-2015-7ae2605f
Fragile States - Socio Economic Database, 2015 | Africa (Benin official open data)
2,823,717 rows - 1 Africa country - 1960-2015 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Benin 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: Fragile States - Socio Economic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-benin-fragile-states-socio-economic-database-2015-7ae2605f.africa-chad-afdb-socio-economic-database-1960-2019-e4ecd570
Afdb Socio Economic Database 1960 2019 | Africa (African Development Bank Group (inactive))
49,492 rows - 1 Africa country/area - 1960-2019 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 49,492 rows from African Development Bank Group (inactive), covering Afdb Socio Economic Database 1960 2019. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-chad-afdb-socio-economic-database-1960-2019-e4ecd570.africa-chad-fragile-states-socio-economic-database-2015-7ae2605f
Fragile States Socio Economic Database 2015 | Africa (African Development Bank Group (inactive))
2,823,717 rows - 1 Africa country/area - 1960-2015 - 3 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 2,823,717 rows from African Development Bank Group (inactive), covering Fragile States Socio Economic Database 2015. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-chad-fragile-states-socio-economic-database-2015-7ae2605f.africa-guinea-afdb-socio-economic-database-1960-2019-e4ecd570
AfDB Socio Economic Database, 1960-2019 | Africa (Guinea official open data)
49,492 rows - 1 Africa country - 1960-2019 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from 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: AfDB Socio Economic Database, 1960-2019… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-guinea-afdb-socio-economic-database-1960-2019-e4ecd570.africa-burundi-afdb-socio-economic-database-1960-2019-e4ecd570
AfDB Socio Economic Database, 1960-2019 | Africa (Burundi official open data)
49,492 rows - 1 Africa country - 1960-2019 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Burundi 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: AfDB Socio Economic Database, 1960-2019… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-burundi-afdb-socio-economic-database-1960-2019-e4ecd570.africa-congo-fragile-states-socio-economic-database-2015-7ae2605f
Fragile States - Socio Economic Database, 2015 | Africa (Congo official open data)
2,823,717 rows - 1 Africa country - 1960-2015 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Congo 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: Fragile States - Socio Economic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-congo-fragile-states-socio-economic-database-2015-7ae2605f.africa-congo-afdb-socio-economic-database-1960-2019-e4ecd570
AfDB Socio Economic Database, 1960-2019 | Africa (Congo official open data)
49,492 rows - 1 Africa country - 1960-2019 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Congo 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: AfDB Socio Economic Database, 1960-2019… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-congo-afdb-socio-economic-database-1960-2019-e4ecd570.africa-angola-fragile-states-socio-economic-database-2015-7ae2605f
Fragile States - Socio Economic Database, 2015 | Africa (Angola official open data)
2,823,717 rows - 1 Africa country - 1960-2015 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Angola 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: Fragile States - Socio Economic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-angola-fragile-states-socio-economic-database-2015-7ae2605f.africa-mauritania-afdb-socio-economic-database-1960-2019-e4ecd570
AfDB Socio Economic Database, 1960-2019 | Africa (Mauritania official open data)
49,492 rows - 1 Africa country - 1960-2019 - 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: AfDB Socio Economic Database… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritania-afdb-socio-economic-database-1960-2019-e4ecd570.africa-south-sudan-afdb-socio-economic-database-1960-2019-e4ecd570
Afdb Socio Economic Database 1960 2019 | Africa (African Development Bank Group (inactive))
49,492 rows - 1 Africa country/area - 1960-2019 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 49,492 rows from African Development Bank Group (inactive), covering Afdb Socio Economic Database 1960 2019. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-afdb-socio-economic-database-1960-2019-e4ecd570.