datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
valencia-urban-mobility
A high-frequency open dataset of urban mobility in València, Spain, spanning 2020–2025
A multi-year, high-frequency (15-minute) archive of public urban-mobility feeds for the city of València, Spain, self-collected and curated because the official portals expose only the live state and retain no history.
1. Data Records
All material is sourced from the Ajuntament de València open-data portal and is redistributed here under CC-BY 4.0.
1a. PRIMARY… See the full description on the dataset page: https://huggingface.co/datasets/femartip/valencia-urban-mobility.vn-provinces-enterprise-female-employment
Vietnam provinces enterprise female employment
Female employment in operating enterprises with business results as of 31 December. Coverage 2010, 2015-2023. Persons. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
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provinces (630 rows)
data/provinces.csv… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-enterprise-female-employment.vn-provinces-general-school-female-pupils
Vietnam provinces female general school pupils by level
Vietnam provinces female general school pupils by level. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
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provinces (1264 rows)
data/provinces.csv
data/provinces.dta… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-general-school-female-pupils.vn-provinces-general-school-female-teachers
Vietnam provinces female general school teachers by level
Vietnam provinces female general school teachers by level. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
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provinces (1138 rows)
data/provinces.csv
data/provinces.dta… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-general-school-female-teachers.fema-nfip-flood-insurance-claims
FEMA NFIP Redacted Claims v3 — free sample
This free 1,000-row sample spans all 49 loss years 1978–2026. The complete
ClarityStorm snapshot
contains 2,725,989 records through 2026-09-07, as of 2026-09-08, in CSV
and Parquet for $99 once. Future updates are not included. The underlying
FEMA source is free.
All 84 agency fields are preserved, plus total_paid_nominal, payment_status and
coordinate_status. Native camelCase names replace the old schema. The sample
selects evenly… See the full description on the dataset page: https://huggingface.co/datasets/claritystorm/fema-nfip-flood-insurance-claims.stable_diffusion_female_prompts
stable_diffusion_female_prompts
⚠ PRECAUTION : This dataset contains NSFW and SFW prompts. ⚠
Stable Diffusion female prompts and some informations about the generated images
Dataset Details
Dataset Description
Enhancing the dataset progress is going on and going to be updated frequently.
These Huggingface datasets are used for enhancing the dataset:
FredZhang7/anime-prompts-180K
FredZhang7/stable-diffusion-prompts-2.47M… See the full description on the dataset page: https://huggingface.co/datasets/WoWoWoWololo/stable_diffusion_female_prompts.europe-owid-average-years-of-schooling-males-vs-females
Average Years Of Schooling Males Vs Females | Europe (Our World in Data)
🇪🇺 1,380 observations · 42 Europe countries · 1990–2023 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 1,380 observations of Average Years Of Schooling Males Vs Females data across 42 Europe countries, spanning 1990–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Average Years Of Schooling Males… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-average-years-of-schooling-males-vs-females.female-introduction-dc317e
female-introduction-dc317e
Synthetic weather test data: 32 rows in data.csv.
All values are randomly generated fictional examples, not real observations, products, or user activity. Intended only for CSV loading and pipeline tests; not suitable for scientific or business conclusions. Columns are sampled independently and do not model real-world correlations.
Fields
sample_id: random identifier for this generated sample.
row_id: sequential row number starting at… See the full description on the dataset page: https://huggingface.co/datasets/Harbor-John/female-introduction-dc317e.asia-owid-female-and-male-life-expectancy-at-birth-in-years
Female And Male Life Expectancy At Birth In Years | Asia (Our World in Data)
🌏 3,626 observations · 49 Asia countries · 1950–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 3,626 observations of Female And Male Life Expectancy At Birth In Years data across 49 Asia countries, spanning 1950–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Female And Male Life Expectancy… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-female-and-male-life-expectancy-at-birth-in-years.africa-worldbank-school-age-population-lower-secondary-education-female-number-sp-sec-ltot-fe-in
School age population, lower secondary education, female (number) | Africa (World Bank — Education Statistics) | Africa (World Bank)
Size category: 1K<n<10K - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-school-age-population-lower-secondary-education-female-number-sp-sec-ltot-fe-in.female-station-178d86
female-station-178d86
Synthetic products test data: 56 rows in data.csv.
All values are randomly generated fictional examples, not real observations, products, or user activity. Intended only for CSV loading and pipeline tests; not suitable for scientific or business conclusions. Columns are sampled independently and do not model real-world correlations.
Fields
sample_id: random identifier for this generated sample.
row_id: sequential row number starting at 1.… See the full description on the dataset page: https://huggingface.co/datasets/Zenith-James/female-station-178d86.africa-owid-female-teachers
Female Teachers | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-female-teachers.asia-owid-average-years-of-schooling-males-vs-females
Average Years Of Schooling Males Vs Females | Asia (Our World in Data)
🌏 1,489 observations · 47 Asia countries · 1990–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,489 observations of Average Years Of Schooling Males Vs Females data across 47 Asia countries, spanning 1990–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Average Years Of Schooling Males Vs Females… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-average-years-of-schooling-males-vs-females.africa-worldbank-school-enrollment-secondary-female-gross-se-sec-enrr-fe
School enrollment, secondary, female (% gross) | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: 1K<n<10K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-school-enrollment-secondary-female-gross-se-sec-enrr-fe.africa-worldbank-barro-lee-percentage-of-female-population-age-45-49-with-tertiary-schooling-tot
Barro-Lee: Percentage of female population age 45-49 with tertiary schooling. Total (Incomplete and Completed Tertiary) | Africa (World Bank — Education Statistics) | Africa (World Bank)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-barro-lee-percentage-of-female-population-age-45-49-with-tertiary-schooling-tot.africa-owid-female-and-male-life-expectancy-at-birth-in-years
Female And Male Life Expectancy At Birth In Years | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-female-and-male-life-expectancy-at-birth-in-years.asia-owid-female-population-by-age-group
Female Population By Age Group | Asia (Our World in Data)
🌏 3,626 observations · 49 Asia countries · 1950–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 3,626 observations of Female Population By Age Group data across 49 Asia countries, spanning 1950–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Female Population By Age Group
Geographic coverage
49… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-female-population-by-age-group.africa-worldbank-barro-lee-average-years-of-tertiary-schooling-age-20-24-female-bar-ter-schl-202
Barro-Lee: Average years of tertiary schooling, age 20-24, female | Africa (World Bank — Education Statistics) | Africa (World Bank)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-barro-lee-average-years-of-tertiary-schooling-age-20-24-female-bar-ter-schl-202.africa-owid-female-genital-mutilation-prevalence
Female Genital Mutilation Prevalence | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-female-genital-mutilation-prevalence.africa-worldbank-secondary-education-vocational-pupils-female-se-sec-enrl-vo-fe-zs
Secondary education, vocational pupils (% female) | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: 1K<n<10K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-secondary-education-vocational-pupils-female-se-sec-enrl-vo-fe-zs.africa-worldbank-barro-lee-percentage-of-female-population-age-55-59-with-tertiary-schooling-tot
Barro-Lee: Percentage of female population age 55-59 with tertiary schooling. Total (Incomplete and Completed Tertiary) | Africa (World Bank — Education Statistics) | Africa (World Bank)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-barro-lee-percentage-of-female-population-age-55-59-with-tertiary-schooling-tot.africa-worldbank-school-life-expectancy-secondary-female-years-uis-sle-23-f
School life expectancy, secondary, female (years) | Africa (World Bank — Education Statistics) | Africa (World Bank)
Size category: 1K<n<10K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-school-life-expectancy-secondary-female-years-uis-sle-23-f.asia-owid-female-labor-force-participation-rates-by-family-benefits-public-spending
Female Labor Force Participation Rates By Family Benefits Public Spending | Asia (Our World in Data)
🌏 1,743 observations · 48 Asia countries · 1980–2025 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,743 observations of Female Labor Force Participation Rates By Family Benefits Public Spending data across 48 Asia countries, spanning 1980–2025.
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/electricsheepasia/asia-owid-female-labor-force-participation-rates-by-family-benefits-public-spending.africa-worldbank-barro-lee-average-years-of-secondary-schooling-age-30-34-female-bar-sec-schl-30
Barro-Lee: Average years of secondary schooling, age 30-34, female | Africa (World Bank — Education Statistics) | Africa (World Bank)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-barro-lee-average-years-of-secondary-schooling-age-30-34-female-bar-sec-schl-30.africa-worldbank-barro-lee-percentage-of-female-population-age-15-19-with-secondary-schooling-to
Barro-Lee: Percentage of female population age 15-19 with secondary schooling. Total (Incomplete and Completed Secondary) | Africa (World Bank — Education Statistics) | Africa (World Bank)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-barro-lee-percentage-of-female-population-age-15-19-with-secondary-schooling-to.africa-worldbank-barro-lee-average-years-of-secondary-schooling-age-40-44-female-bar-sec-schl-40
Barro-Lee: Average years of secondary schooling, age 40-44, female | Africa (World Bank — Education Statistics) | Africa (World Bank)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-barro-lee-average-years-of-secondary-schooling-age-40-44-female-bar-sec-schl-40.africa-owid-annual-change-in-average-female-height
Annual Change In Average Female Height | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-annual-change-in-average-female-height.africa-worldbank-school-enrollment-primary-female-gross-se-prm-enrr-fe
School enrollment, primary, female (% gross) | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: 1K<n<10K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-school-enrollment-primary-female-gross-se-prm-enrr-fe.africa-worldbank-barro-lee-percentage-of-female-population-age-70-74-with-secondary-schooling-to
Barro-Lee: Percentage of female population age 70-74 with secondary schooling. Total (Incomplete and Completed Secondary) | Africa (World Bank — Education Statistics) | Africa (World Bank)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-barro-lee-percentage-of-female-population-age-70-74-with-secondary-schooling-to.africa-worldbank-barro-lee-percentage-of-female-population-age-25-with-tertiary-schooling-total
Barro-Lee: Percentage of female population age 25+ with tertiary schooling. Total (Incomplete and Completed Tertiary) | Africa (World Bank — Education Statistics) | Africa (World Bank)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-barro-lee-percentage-of-female-population-age-25-with-tertiary-schooling-total.