datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
us-research-grants-nih-nsf-dataset
US Research Grants (NIH + NSF)
Federal research funding as analysis-ready tables: NIH ExPORTER project grants and NSF awards with amounts, institutions, investigators and program metadata (no abstract full text in open packages).
Part of the DataForge Open Data program — full production
packages, free for academic and personal use. Canonical dataset page:
https://data.zalize.com/datasets/us-research-grants-nih-nsf-dataset
Formats & how to load
Native parquet… See the full description on the dataset page: https://huggingface.co/datasets/zalizedata/us-research-grants-nih-nsf-dataset.grants-gov-scraper
Grants.gov Scraper · Grant Opportunities, Agencies & Awards
Scrape US federal grant opportunities, funding announcements, and agency award notices from Grants.gov by keyword, agency, category, eligibility, and status.
Rows in this dataset
1,488
Fields
12
Collector runs behind it
50
Most recent observation
2026-08-03
What this is
Every row here was returned by a real run of a public collector. Nothing is generated from a
template over a… See the full description on the dataset page: https://huggingface.co/datasets/reapxdev/grants-gov-scraper.grants_with_embeddings.parquetktt-t22-grants-tenders
T2.2 — Multilingual Grant & Tender Dataset
Synthetic dataset for the AIMS KTT Fellowship Hackathon, Challenge T2.2:
Multilingual Grant & Tender Matcher with Summarizer.
Dataset Description
Reproducible synthetic dataset of African Union and regional grant/tender documents,
designed to test multilingual information retrieval and summarization systems.
Files
File
Description
tenders/*.txt
32 English tender documents (24 plain text + 8 HTML)… See the full description on the dataset page: https://huggingface.co/datasets/johneze/ktt-t22-grants-tenders.africa-worldbank-wbl-legal-framework-assets-the-law-grants-equal-inheritance-rights-to-sons-and
WBL: Legal Framework, Assets, The law grants equal inheritance rights to sons and daughters | Africa (World Bank — Gender Statistics) | Africa (World Bank)
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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-wbl-legal-framework-assets-the-law-grants-equal-inheritance-rights-to-sons-and.grant-scoring-release-gate-regression-fixtures
Grant-Scoring Release Gate Regression Fixtures
Test a grant-scoring configuration-change release gate without real applications. This CC BY 4.0 package contains 27 fully fictional regression fixtures: three local-policy scenarios for each of nine evaluation-fingerprint fields.
The changed fields are rubric version, policy context, resolved configuration, prompt bundle, tool schema, few-shot set, model identity, evidence cutoff and pipeline commit. Every row keeps the baseline… See the full description on the dataset page: https://huggingface.co/datasets/mheilimo/grant-scoring-release-gate-regression-fixtures.grant_summaryafrica-revenue-excluding-grants-percentage-of-gdp
Africa Revenue Excluding Grants Percentage of Gdp | Africa (World Bank)
Size category: n<1K - Formats: csv - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-revenue-excluding-grants-percentage-of-gdp.africa-worldbank-wbl-legal-framework-assets-the-law-grants-women-equal-rights-over-immovable-pro
WBL: Legal Framework, Assets, The law grants women equal rights over immovable property | Africa (World Bank — Gender Statistics) | Africa (World Bank)
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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-wbl-legal-framework-assets-the-law-grants-women-equal-rights-over-immovable-pro.africa-worldbank-wbl-legal-framework-assets-the-law-grants-equal-inheritance-rights-to-male-and
WBL: Legal Framework, Assets, The law grants equal inheritance rights to male and female surviving spouses | Africa (World Bank — Gender Statistics) | Africa (World Bank)
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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-wbl-legal-framework-assets-the-law-grants-equal-inheritance-rights-to-male-and.africa-worldbank-wbl-legal-framework-marriage-the-law-grants-a-woman-the-same-rights-to-remarry
WBL: Legal Framework, Marriage, The law grants a woman the same rights to remarry as a man | Africa (World Bank — Gender Statistics) | Africa (World Bank)
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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-wbl-legal-framework-marriage-the-law-grants-a-woman-the-same-rights-to-remarry.africa-south-africa-conditional-grants-2015-2116d81d
Conditional Grants 2015 | Africa (National Treasury, South Africa)
204,608 rows - 1 Africa country/area - 2015-2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 204,608 rows from National Treasury, South Africa, covering Conditional Grants 2015. 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-south-africa-conditional-grants-2015-2116d81d.africa-south-africa-conditional-grants-2013-f4a5d9e3
Conditional Grants 2013 | Africa (National Treasury, South Africa)
204,608 rows - 1 Africa country/area - 2013-2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 204,608 rows from National Treasury, South Africa, covering Conditional Grants 2013. 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-south-africa-conditional-grants-2013-f4a5d9e3.africa-south-africa-grants-v2-2020-d13df1fa
Grants V2 2020 | Africa (National Treasury, South Africa)
226,192 rows - 1 Africa country/area - 2020-2026 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 226,192 rows from National Treasury, South Africa, covering Grants V2 2020. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Economic datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-africa-grants-v2-2020-d13df1fa.africa-south-africa-conditional-grants-2016-0b14234b
Conditional Grants 2016 | Africa (National Treasury, South Africa)
204,608 rows - 1 Africa country/area - 2016-2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 204,608 rows from National Treasury, South Africa, covering Conditional Grants 2016. 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-south-africa-conditional-grants-2016-0b14234b.africa-technical-cooperation-grants-bop-current-usd
Africa Technical Cooperation Grants Bop Current Usd | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: other_unclassified - 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-technical-cooperation-grants-bop-current-usd.asia-owid-foreign-aid-given-as-grants-and-concessional-loans
Foreign Aid Given As Grants And Concessional Loans | Asia (Our World in Data)
🌏 448 observations · 14 Asia countries · 1960–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 448 observations of Foreign Aid Given As Grants And Concessional Loans data across 14 Asia countries, spanning 1960–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Foreign Aid Given As Grants And… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-foreign-aid-given-as-grants-and-concessional-loans.africa-south-africa-grants-v2-2021-9ac1ede4
Grants V2 2021 | Africa (National Treasury, South Africa)
98,952 rows - 1 Africa country/area - 2021-2026 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 98,952 rows from National Treasury, South Africa, covering Grants V2 2021. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Economic datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-africa-grants-v2-2021-9ac1ede4.africa-south-africa-grants-v2-2023-2c82c2db
Grants V2 2023 | Africa (National Treasury, South Africa)
234,432 rows - 1 Africa country/area - 2023-2026 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 234,432 rows from National Treasury, South Africa, covering Grants V2 2023. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Economic datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-africa-grants-v2-2023-2c82c2db.africa-south-africa-grants-v2-2026-03ede7dc
Grants V2 2026 | Africa (National Treasury, South Africa)
151,643 rows - 1 Africa country/area - 2026 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 151,643 rows from National Treasury, South Africa, covering Grants V2 2026. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Economic datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-africa-grants-v2-2026-03ede7dc.all_grants
Dataset Summary
This dataset represents raw text that has been converted into vector space. The text data has been extracted from PDF files that describe existing
grant schemes in Scotland for woodland, riverwood, and hedge preservation and creation.
Languages
English
europe-owid-donated-official-development-assistance-grants-for-poverty-reduction
Donated Official Development Assistance Grants For Poverty Reduction | Europe (Our World in Data)
🇪🇺 525 observations · 32 Europe countries · 2000–2023 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 525 observations of Donated Official Development Assistance Grants For Poverty Reduction data across 32 Europe countries, spanning 2000–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-donated-official-development-assistance-grants-for-poverty-reduction.asia-owid-received-official-development-assistance-grants-for-poverty-reduction
Received Official Development Assistance Grants For Poverty Reduction | Asia (Our World in Data)
🌏 878 observations · 39 Asia countries · 2000–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 878 observations of Received Official Development Assistance Grants For Poverty Reduction data across 39 Asia countries, spanning 2000–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-received-official-development-assistance-grants-for-poverty-reduction.africa-south-africa-conditional-grants-2017-a86563f5
Conditional Grants 2017 | Africa (National Treasury, South Africa)
209,712 rows - 1 Africa country/area - 2017-2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 209,712 rows from National Treasury, South Africa, covering Conditional Grants 2017. 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-south-africa-conditional-grants-2017-a86563f5.africa-south-africa-conditional-grants-2018-aa263088
Conditional Grants 2018 | Africa (National Treasury, South Africa)
208,947 rows - 1 Africa country/area - 2018-2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 208,947 rows from National Treasury, South Africa, covering Conditional Grants 2018. 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-south-africa-conditional-grants-2018-aa263088.africa-south-africa-conditional-grants-2019-56fd9446
Conditional Grants 2019 | Africa (National Treasury, South Africa)
222,048 rows - 1 Africa country/area - 2019-2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 222,048 rows from National Treasury, South Africa, covering Conditional Grants 2019. 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-south-africa-conditional-grants-2019-56fd9446.africa-south-africa-grants-v2-2022-9f9eb6a0
Grants V2 2022 | Africa (National Treasury, South Africa)
187,109 rows - 1 Africa country/area - 2022-2026 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 187,109 rows from National Treasury, South Africa, covering Grants V2 2022. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Economic datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-africa-grants-v2-2022-9f9eb6a0.africa-south-africa-grants-v2-2024-0725bc2c
Grants V2 2024 | Africa (National Treasury, South Africa)
238,528 rows - 1 Africa country/area - 2024-2026 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 238,528 rows from National Treasury, South Africa, covering Grants V2 2024. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Economic datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-africa-grants-v2-2024-0725bc2c.africa-grants-excluding-technical-cooperation-bop-current-usd
Africa Grants Excluding Technical Cooperation Bop Current Usd | Africa (World Bank)
Size category: n<1K - Formats: csv - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-grants-excluding-technical-cooperation-bop-current-usd.africa-trust-fund-grants-committed-disbursed-sierra-leone
Trust Fund Grants Committed & Disbursed | Sierra Leone | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-trust-fund-grants-committed-disbursed-sierra-leone.