datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
gender-by-name
Dataset Card for "Gender-by-Name"
This dataset attributes first names to genders, giving counts and probabilities. It combines open-source government data from the US, UK, Canada, and Australia. The dataset is taken from UCI Machine Learning Repository
Dataset Information
This dataset combines raw counts for first/given names of male and female babies in those time periods, and then calculates a probability for a name given the aggregate count. Source datasets are from… See the full description on the dataset page: https://huggingface.co/datasets/erickrribeiro/gender-by-name.GenDS
[CVPR-2025] GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration
Dataset Card for GenDS dataset
The GenDS dataset is a large dataset to boost the generalization of image restoration models. It is a combination of existing image restoration datasets and
diffusion-generated degraded samples from GenDeg.
Usage
The dataset is fairly large at ~360GB. We recommend having at least 800GB of free space. To download the dataset… See the full description on the dataset page: https://huggingface.co/datasets/Sudarshan2002/GenDS.Gender-Indicators-For-African-Countries
Gender Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Gender-Indicators-For-African-Countries.scientific-verification
Scientific Verification Benchmark: NMC Cathodes
Dataset summary
The benchmark contains 50 scientific claims about NMC (lithium nickel manganese cobalt oxide) battery cathodes. Each claim is answered by Claude Opus 5, GPT 5.6 Luna and Gemini 3.1 Pro using a set of 20 open-access papers, producing 150 scored answers. The accompanying reference set contains 1,991 experiment-grounded measurements curated from 227 open-access papers, with experimental conditions and… See the full description on the dataset page: https://huggingface.co/datasets/GenData-Research/scientific-verification.us_ssa_gender_neutral_first_namesThis is the official dataset for Beyond Binary Gender Labels: Revealing Gender Bias in LLMs through Gender-Neutral Name Predictions
Name-based gender prediction has traditionally categorized individuals as either female or male based on their names, using a binary classification system. That binary approach can be problematic in the cases of gender-neutral names that do not align with any one gender, among other reasons. Relying solely on binary gender categories without recognizing… See the full description on the dataset page: https://huggingface.co/datasets/uzw/us_ssa_gender_neutral_first_names.transactions-genderhttps://www.kaggle.com/c/python-and-analyze-data-final-project/
gen-data-v0africa-world-bank-gender-indicators-for-tanzania
Tanzania - 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-tanzania.africa-sao-tome-and-principe-cross-gender-ties-7e655171
Cross Gender Ties | Africa (Sao Tome and Principe official open data)
58,953 rows - 1 Africa country - 2025-2026 - 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: Cross Gender Ties
Publisher: AI for… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sao-tome-and-principe-cross-gender-ties-7e655171.africa-sao-tome-and-principe-cross-gender-ties-e5682459
Cross Gender Ties | Africa (Sao Tome and Principe official open data)
110 rows - 1 Africa country - 2024-2026 - 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: Cross Gender Ties
Publisher: AI for Good… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sao-tome-and-principe-cross-gender-ties-e5682459.africa-madagascar-cross-gender-ties-8c92b7f3
Cross Gender Ties | Africa (Madagascar official open data)
3,185 rows - 1 Africa country - 2025-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Madagascar 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: Cross Gender Ties
Publisher: AI for Good at Meta
Resource:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-cross-gender-ties-8c92b7f3.africa-sao-tome-and-principe-cross-gender-ties-12bfb64c
Cross Gender Ties | Africa (Sao Tome and Principe official open data)
285 rows - 1 Africa country - 2024-2026 - 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: Cross Gender Ties
Publisher: AI for Good… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sao-tome-and-principe-cross-gender-ties-12bfb64c.africa-madagascar-cross-gender-ties-e5682459
Cross Gender Ties | Africa (Madagascar official open data)
110 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Madagascar 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: Cross Gender Ties
Publisher: AI for Good at Meta
Resource:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-cross-gender-ties-e5682459.africa-namibia-cross-gender-ties-eb337aa0
Cross Gender Ties | Africa (Namibia official open data)
3,135 rows - 1 Africa country - 2025-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Namibia 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: Cross Gender Ties
Publisher: AI for Good at Meta
Resource:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-namibia-cross-gender-ties-eb337aa0.africa-cabo-verde-cross-gender-ties-213e9518
Cross Gender Ties | Africa (Cabo Verde official open data)
2,809 rows - 1 Africa country - 2025-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cabo Verde 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: Cross Gender Ties
Publisher: AI for Good at Meta
Resource:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cabo-verde-cross-gender-ties-213e9518.africa-gender-morocco
Morocco - 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-gender-morocco.africa-drc-cross-gender-ties-70483bb6
Cross Gender Ties | Africa (DRC official open data)
37,667 rows - 1 Africa country - 2025-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC 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: Cross Gender Ties
Publisher: AI for Good at Meta
Resource:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-cross-gender-ties-70483bb6.africa-madagascar-cross-gender-ties-5ab6ec4f
Cross Gender Ties | Africa (Madagascar official open data)
178 rows - 1 Africa country - 2025-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Madagascar 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: Cross Gender Ties
Publisher: AI for Good at Meta
Resource:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-cross-gender-ties-5ab6ec4f.gender_predictionafrica-sao-tome-and-principe-sao-tome-and-principe-gender-73718cad
Sao Tome and Principe - Gender | Africa (Sao Tome and Principe official open data)
3,663 rows - 1 Africa country - 1960-2025 - 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: Sao Tome and Principe -… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sao-tome-and-principe-sao-tome-and-principe-gender-73718cad.africa-sao-tome-and-principe-cross-gender-ties-8c92b7f3
Cross Gender Ties | Africa (Sao Tome and Principe official open data)
3,185 rows - 1 Africa country - 2025-2026 - 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: Cross Gender Ties
Publisher: AI for… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sao-tome-and-principe-cross-gender-ties-8c92b7f3.africa-botswana-cross-gender-ties-5ab6ec4f
Cross Gender Ties | Africa (Botswana official open data)
178 rows - 1 Africa country - 2025-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Botswana 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: Cross Gender Ties
Publisher: AI for Good at Meta
Resource:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-botswana-cross-gender-ties-5ab6ec4f.africa-sao-tome-and-principe-cross-gender-ties-eb3709ca
Cross Gender Ties | Africa (Sao Tome and Principe official open data)
36,235 rows - 1 Africa country - 2025-2026 - 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: Cross Gender Ties
Publisher: AI for… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sao-tome-and-principe-cross-gender-ties-eb3709ca.africa-madagascar-cross-gender-ties-213e9518
Cross Gender Ties | Africa (Madagascar official open data)
2,809 rows - 1 Africa country - 2025-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Madagascar 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: Cross Gender Ties
Publisher: AI for Good at Meta
Resource:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-cross-gender-ties-213e9518.africa-sao-tome-and-principe-cross-gender-ties-3a3525eb
Cross Gender Ties | Africa (Sao Tome and Principe official open data)
1,291 rows - 1 Africa country - 2024-2026 - 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: Cross Gender Ties
Publisher: AI for… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sao-tome-and-principe-cross-gender-ties-3a3525eb.africa-lesotho-cross-gender-ties-3a3525eb
Cross Gender Ties | Africa (Lesotho official open data)
1,291 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Lesotho 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: Cross Gender Ties
Publisher: AI for Good at Meta
Resource:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-lesotho-cross-gender-ties-3a3525eb.africa-drc-cross-gender-ties-eb337aa0
Cross Gender Ties | Africa (DRC official open data)
3,135 rows - 1 Africa country - 2025-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC 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: Cross Gender Ties
Publisher: AI for Good at Meta
Resource: gadm1_cgfr.csv… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-cross-gender-ties-eb337aa0.africa-drc-cross-gender-ties-7e655171
Cross Gender Ties | Africa (DRC official open data)
58,953 rows - 1 Africa country - 2025-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC 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: Cross Gender Ties
Publisher: AI for Good at Meta
Resource: gadm3_cgfr.csv… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-cross-gender-ties-7e655171.africa-sao-tome-and-principe-cross-gender-ties-eb337aa0
Cross Gender Ties | Africa (Sao Tome and Principe official open data)
3,135 rows - 1 Africa country - 2025-2026 - 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: Cross Gender Ties
Publisher: AI for… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sao-tome-and-principe-cross-gender-ties-eb337aa0.africa-algeria-cross-gender-ties-70483bb6
Cross Gender Ties | Africa (Algeria official open data)
37,667 rows - 1 Africa country - 2025-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Algeria 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: Cross Gender Ties
Publisher: AI for Good at Meta
Resource:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-algeria-cross-gender-ties-70483bb6.