datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Harvard-GDP
Dataset Card: Harvard-GDP
Dataset Summary
Harvard-GDP (Harvard Glaucoma Detection and Progression) is a multimodal multitask ophthalmology dataset for glaucoma detection and progression forecasting. It is the largest publicly available glaucoma detection dataset with 3D OCT imaging data and the first publicly available glaucoma progression forecasting dataset. The dataset includes detailed demographic annotations (sex, race) to support fairness learning research.
This… See the full description on the dataset page: https://huggingface.co/datasets/harvardairobotics/Harvard-GDP.GDPa1
GDPa1: Antibody developability dataset
Contains the assay data for 242 antibodies across 10 assays as described in our latest preprint, PROPHET-Ab: A high-throughput platform for biophysical antibody developability assessment to enable AI/ML model training.
Example usage
Using pandas:
import pandas as pd
# Login using e.g. `huggingface-cli login` to access this dataset
df = pd.read_csv("hf://datasets/ginkgo-datapoints/GDPa1/GDPa1_v1.2_20250814.csv")
Using Hugging… See the full description on the dataset page: https://huggingface.co/datasets/ginkgo-datapoints/GDPa1.World_Bank_GDP_by_Country_and_Continent_2000-2024
World Bank GDP by Country & Continent (2000–2025)
A clean, visual, non-technical analysis of World Bank GDP (current US$) organized by country and summarized to a 7-continent view. All values are expressed in USD (billions) for readability.
Why this repo exists
To provide a single place to:
Extract authoritative GDP data from the World Bank (2000–2025),
Publish & share a tidy dataset on Kaggle,
Analyze & present insights in a visual, plain-English notebook.… See the full description on the dataset page: https://huggingface.co/datasets/npaleti2002/World_Bank_GDP_by_Country_and_Continent_2000-2024.GDPx4
GDPx4
GDPx4 Functional Genomics Dataset: DRUG-seq chemical perturbation in engineered HEK293 cells.
Experimental Design
Experiments were performed in a 384-well format assay using engineered HEK293 cells. 406 library compounds were tested at 6 concentrations (0.03, 0.1, 0.3, 1, 3, 10 µM) using two replicates for each concentration. DMSO was used as an inert control added at matched volumes. Brefeldin A, Rigosertib, and Trichostatin A were used as transcriptional positive… See the full description on the dataset page: https://huggingface.co/datasets/ginkgo-datapoints/GDPx4.africa-ilo-lap-2gdp-noc-rt-labour-income-share-as-a-percent-of-gdp-ilo-modell
Labour income share as a percent of GDP -- ILO modelled estimates, Nov. 2025 (%) | Africa (ILOSTAT) | Africa (Electric Sheep Africa metadata inventory)
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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ilo-lap-2gdp-noc-rt-labour-income-share-as-a-percent-of-gdp-ilo-modell.europe-unsdg-annual-gdp-growth-ny-gdp-mktp-kd-zgeurope-ilo-lap-2gdp-noc-rt-labour-income-share-as-a-percent-of-gdp-ilo-modell
Labour income share as a percent of GDP -- ILO modelled estimates, Nov. 2025 (%) | Europe (ILOSTAT)
🇪🇺 892 observations · 39 Europe countries · 2004–2026 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 892 observations of Income and pay inequality data across 39 Europe countries, spanning 2004–2026, covering 1 distinct indicators.
About the source
ILOSTAT is the ILO's central statistics database, the leading global source… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-ilo-lap-2gdp-noc-rt-labour-income-share-as-a-percent-of-gdp-ilo-modell.GDPx2
GDPx2
GDPx2 Functional Genomics Dataset: DRUG-seq + Chemical Perturbation in 4 Primary Cell Types. This dataset contains the supplementary data for the bioRxiv preprint "Mapping the Transcriptional Landscape of Drug Responses in Primary Human Cells Using High-Throughput DRUG-seq".
Experimental Design
Experiments were performed in a 384-well format assay. Four primary human cell lines were used: aortic smooth muscle cells, skeletal myoblasts, dermal fibroblasts… See the full description on the dataset page: https://huggingface.co/datasets/ginkgo-datapoints/GDPx2.gdpr-articlesafrica-worldbank-gdp-growth-annual-ny-gdp-mktp-kd-zg
GDP growth (annual %) | Africa (World Bank — Gender Statistics) | Africa (World Bank)
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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-gdp-growth-annual-ny-gdp-mktp-kd-zg.africa-gdp-growth-annual-percentage
Africa Gdp Growth Annual Percentage | 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 inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-gdp-growth-annual-percentage.GDP-Per-Capita_Gov-Expenditure_TradeAbout Dataset
Edit
This dataset provides a comprehensive view of key macroeconomic indicators across various entities (countries or regions) over time. It includes annual data for the following variables:
Entity: The name of the country or region for which the data is recorded.
Code: A standardized three-letter country or region code, facilitating easier identification and merging with other datasets.
Year: The calendar year for which the economic indicators are reported.
GDP per capita:… See the full description on the dataset page: https://huggingface.co/datasets/tripathyShaswata/GDP-Per-Capita_Gov-Expenditure_Trade.africa-owid-gdp-penn-world-table
Gdp Penn World Table | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-gdp-penn-world-table.gdpr-cases
GDPR Cases Dataset
A dataset of 60 verified GDPR formalization cases with formal rule representations in Pythen format.
Overview
This dataset contains high-quality examples of GDPR article provisions formalized into executable rule trees using the Pythen framework. Each sample includes:
Scenario: Natural language legal scenario
Rule Tree: Formal rule representation (Pythen JSON format)
Facts: Extracted atomic facts from the scenario
Label: Ground truth boolean outcome… See the full description on the dataset page: https://huggingface.co/datasets/nguyenthanhasia/gdpr-cases.iran_gdp_statistical_center
حسابهای ملی و تولید ناخالص داخلی ایران — مرکز آمار ایران
نسخهٔ تکمنبعی از «حسابهای ملی و تولید ناخالص داخلی» با دادههای مرکز آمار ایران.
پوشش: 1390 → 1403-Q1 · سطح: ملی · تعداد شاخص: 6
اگر میخواهید هر دو مرجع را یکجا و با نمای یکپارچه ببینید، از نسخهٔ کاملِ چندمرجعی استفاده کنید:
Farmaanaa/iran_gdp_national_accounts.
منبع: مرکز آمار ایران
روششناسی: farmaanaa.ir
africa-owid-gdp-vs-agriculture-gdp
Gdp Vs Agriculture Gdp | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-gdp-vs-agriculture-gdp.asia-owid-gdp-maddison-project-database
Gdp Maddison Project Database | Asia (Our World in Data)
🌏 3,675 observations · 45 Asia countries · 1–2022 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 3,675 observations of Gdp Maddison Project Database data across 45 Asia countries, spanning 1–2022.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Gdp Maddison Project Database
Geographic coverage
45 Asia… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-gdp-maddison-project-database.GDPx1
GDPx1
GDPx1 Functional Genomics Dataset: DRUG-seq + Chemical Perturbation in A549 Cells
Experimental Design
The Library of Pharmacologically Active Compounds (LOPAC 1280), containing 1,264 compounds, was tested at two concentrations (100 nM and 1000 nM) using four technical replicates in A549 cells (a human lung carcinoma epithelial cell line). DMSO was used as an inert control, and Digitonin as a transcriptional control. This generated 28 384-well plates that were… See the full description on the dataset page: https://huggingface.co/datasets/ginkgo-datapoints/GDPx1.africa-owid-access-to-clean-fuels-for-cooking-vs-gdp-per-capita
Access To Clean Fuels For Cooking Vs Gdp Per Capita | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-access-to-clean-fuels-for-cooking-vs-gdp-per-capita.iran_gdp_national_accounts
حسابهای ملی و تولید ناخالص داخلی ایران
حسابهای ملیِ ایران از دو مرجع: مرکز آمار ایران (فصلی و سالانه، به قیمت جاری و ثابت) و
صندوق بینالمللی پول (سالانه، به دلار و همراه با نرخ رشد و پیشبینی).
پوشش: مرکز آمار ۱۳۹۰–۱۴۰۳ (فصلی/سالانه) · IMF ۱۹۸۰–۲۰۲۹
سطح: ملی · واحد: میلیارد ریال · میلیارد دلار · دلار · درصد
شاخصها
تولید ناخالص داخلی (اسمی و واقعی)، GDP بدونِ نفت، نرخ رشد اقتصادی (واقعی و بدونِ نفت)، GDP دلاری
و GDP سرانهٔ دلاری. نمای کاملِ داده شاملِ… See the full description on the dataset page: https://huggingface.co/datasets/Farmaanaa/iran_gdp_national_accounts.africa-government-expenditure-sdg-2-a-1-agriculture-value-added-share-of-gdp
Government Expenditure — SDG 2.a.1: Agriculture value added share of GDP | Africa (FAOSTAT) | Africa (United Nations SDG data)
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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-government-expenditure-sdg-2-a-1-agriculture-value-added-share-of-gdp.africa-macro-indicators-share-of-gdp-standard-local-currency-2015-prices
Macro Indicators — Share of GDP Standard Local Currency, 2015 prices | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-macro-indicators-share-of-gdp-standard-local-currency-2015-prices.iran_gdp_imf
حسابهای ملی و تولید ناخالص داخلی ایران — صندوق بینالمللی پول (IMF)
نسخهٔ تکمنبعی از «حسابهای ملی و تولید ناخالص داخلی» با دادههای صندوق بینالمللی پول (IMF).
پوشش: 1359 → 1408 · سطح: ملی · تعداد شاخص: 3
اگر میخواهید هر دو مرجع را یکجا و با نمای یکپارچه ببینید، از نسخهٔ کاملِ چندمرجعی استفاده کنید:
Farmaanaa/iran_gdp_national_accounts.
منبع: صندوق بینالمللی پول (IMF)
روششناسی: farmaanaa.ir
europe-owid-annual-gdp-growth
Annual Gdp Growth | Europe (Our World in Data)
🇪🇺 993 observations · 42 Europe countries · 2000–2023 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 993 observations of Annual Gdp Growth data across 42 Europe countries, spanning 2000–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Annual Gdp Growth
Geographic coverage
42 Europe countries · top rows shown… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-annual-gdp-growth.asia-owid-lack-of-access-to-clean-fuels-for-cooking-vs-gdp-per-capita
Lack Of Access To Clean Fuels For Cooking Vs Gdp Per Capita | Asia (Our World in Data)
🌏 1,646 observations · 48 Asia countries · 1990–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,646 observations of Lack Of Access To Clean Fuels For Cooking Vs Gdp Per Capita data across 48 Asia countries, spanning 1990–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Lack Of… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-lack-of-access-to-clean-fuels-for-cooking-vs-gdp-per-capita.asia-owid-gdp-per-capita-maddison-project-database
Gdp Per Capita Maddison Project Database | Asia (Our World in Data)
🌏 3,785 observations · 45 Asia countries · 1–2022 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 3,785 observations of Gdp Per Capita Maddison Project Database data across 45 Asia countries, spanning 1–2022.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Gdp Per Capita Maddison Project Database… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-gdp-per-capita-maddison-project-database.africa-exports-of-goods-and-services-percentage-of-gdp
Africa Exports of Goods and Services 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-exports-of-goods-and-services-percentage-of-gdp.africa-imports-of-goods-and-services-percentage-of-gdp
Africa Imports of Goods and Services 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-imports-of-goods-and-services-percentage-of-gdp.africa-owid-pm25-exposure-gdp
Pm25 Exposure Gdp | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-pm25-exposure-gdp.africa-macro-indicators-share-of-gdp-us-2015-prices
Macro Indicators — Share of GDP US$, 2015 prices | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-macro-indicators-share-of-gdp-us-2015-prices.