datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
token-counts
Marin Token Counts
Token counts for all datasets used in Marin pretraining runs.
Schema
Column
Type
Description
dataset
string
Dataset identifier
marin_tokens
int
Number of tokens after tokenization
category
string
Content domain (web, code, math, academic, books, etc.)
synthetic
bool
Whether the data is LLM-generated or LLM-translated
Categories
web — Quality-classified Common Crawl text (Nemotron-CC)
code — Source code and… See the full description on the dataset page: https://huggingface.co/datasets/marin-community/token-counts.Environment-and-Natural-Resources-Indicators-For-African-Countries
Environment and Natural Resources Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - Sector: climate_environment - 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/Environment-and-Natural-Resources-Indicators-For-African-Countries.Energy-Indicators-For-African-Countries
Energy Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - Sector: energy - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Energy-Indicators-For-African-Countries.Health-Nutrition-and-Population-Indicators-For-African-Countries
Health Nutrition and Population Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - Sector: health - 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
Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Health-Nutrition-and-Population-Indicators-For-African-Countries.Water-Indicators-For-African-Countries
Water Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Water-Indicators-For-African-Countries.us-layoffs-by-county-fips-warn-act
US layoffs by county: 55,769 WARN notices resolved to 1,837 county FIPS codes
Rebuilt 2026-09-24. 1,837 of the 3,144 US counties have at least one layoff notice on record.
No state workforce agency publishes a county code. They publish the site of a layoff as free
text, in 48 different conventions — Los Angeles County, Spring, Harris,
Chicago, 560 W. Grand Ave., DAYTONA BEACH, FL, 32114, Reynoldsburg/Franklin. This dataset
resolves 55,769 of them to a 5-digit county FIPS code… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/us-layoffs-by-county-fips-warn-act.hdi-ihdi-democracy-by-countryData sourced from:
United Nations Development Program:
https://hdr.undp.org/sites/default/files/2023-24_HDR/HDR23-24_Statistical_Annex_I-HDI_Table.xlsx
Economist Intelligence Unit Democracy Index through Our World In Data:
https://ourworldindata.org/grapher/democracy-index-eiu.csv?v=1&csvType=full&useColumnShortNames=true
There is missing data of course, since both of the reports for 2023 is limited, so you can decide on your own how you want to filter.
I might later post a backfilled variant… See the full description on the dataset page: https://huggingface.co/datasets/marksverdhei/hdi-ihdi-democracy-by-country.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.Jobs-and-Development-Indicators-For-African-Countries
Jobs and Development Indicators For African Countries | Africa (World Health Organization)
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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Jobs-and-Development-Indicators-For-African-Countries.Agricultural-Indicators-For-African-Countries
Agricultural Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - 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
Public datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Agricultural-Indicators-For-African-Countries.Digital-Development-Indicators-For-African-Countries
Digital Development Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - Sector: technology_digital - 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/Digital-Development-Indicators-For-African-Countries.Urban-Disaster-Risk-Resilience-and-Land-Indicators-For-African-Countries
Urban Disaster Risk Resilience and Land Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - Sector: climate_environment - 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/Urban-Disaster-Risk-Resilience-and-Land-Indicators-For-African-Countries.Economic-Indicators-For-African-Countries
Economic Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - 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/Economic-Indicators-For-African-Countries.counterfactually-augmented-snli@article{kaushik2020learning,
title={Learning the Difference that Makes a Difference with Counterfactually Augmented Data},
author={Kaushik, Divyansh and Hovy, Eduard and Lipton, Zachary C},
journal={International Conference on Learning Representations (ICLR)},
year={2020}
}
counterfactually-augmented-imdb@article{kaushik2020learning,
title={Learning the Difference that Makes a Difference with Counterfactually Augmented Data},
author={Kaushik, Divyansh and Hovy, Eduard and Lipton, Zachary C},
journal={International Conference on Learning Representations (ICLR)},
year={2020}
}
Finance-Competitiveness-and-Innovation-Indicators-For-African-Countries
Finance Competitiveness and Innovation Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Finance-Competitiveness-and-Innovation-Indicators-For-African-Countries.Climate-Change-Indicators-For-African-Countries
Climate Change Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - Sector: climate_environment - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Climate-Change-Indicators-For-African-Countries.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.Poverty-and-Inequality-Indicators-For-African-Countries
Poverty and Inequality Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Poverty-and-Inequality-Indicators-For-African-Countries.Fragility-Conflict-and-Violence-Indicators-For-African-Countries
Fragility Conflict and Violence Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - 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 analyst-oriented context.
What This Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Fragility-Conflict-and-Violence-Indicators-For-African-Countries.visaadvisor-country-hub-v0-1-0
VisaAdvisor Country Hub v0.1.0
العربية
This repository is a discovery mirror of the VisaAdvisor Country Hub v0.1.0 public foundation pre-release. Read the bilingual Country Hub landing page. The canonical, citable release is archived on Zenodo under DOI 10.5281/zenodo.21858354. The full source, schema, governance documents and reproducible build scripts are available in the public GitHub repository.
The release preserves the distinction between official claims, editorial… See the full description on the dataset page: https://huggingface.co/datasets/visaadvisor1/visaadvisor-country-hub-v0-1-0.countries-inflation
Dataset Summary
Inflation is a critical economic indicator that reflects the overall increase in prices of goods and services within an economy over a specific period. Understanding inflation trends on a global scale is crucial for economists, policymakers, investors, and businesses. This dataset provides comprehensive insights into the inflation rates of various countries for the year 2022. The data is sourced from reputable international organizations and government reports… See the full description on the dataset page: https://huggingface.co/datasets/aswin1906/countries-inflation.Density-Of-Physicians-Per-10-000-Population-for-African-Countries
Density Of Physicians Per 10 000 Population for African Countries | Africa (World Health Organization)
Size category: n<1K - Formats: csv - Sector: health - 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
Health datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Density-Of-Physicians-Per-10-000-Population-for-African-Countries.step-counter-survey
In-app purchases, ratings and widgets of iPhone step counters (US App Store, 17 August 2026)
A hand-made survey of 18 iPhone step counter apps, read off their own App Store pages on 17 August 2026.
It exists because the one number people most want — what an app charges once you have installed it — is not available from Apple's search interface at all. It appears only on each app's own page, and only if you scroll to the In-App Purchases block.
There is no ranking and no score in… See the full description on the dataset page: https://huggingface.co/datasets/thee3/step-counter-survey.Age-Standardized-Prevalence-Of-Obesity-Among-Adults-for-African-Countries
Age Standardized Prevalence Of Obesity Among Adults for African Countries | Africa (World Health Organization)
Size category: n<1K - Formats: csv - Sector: health - 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
Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Age-Standardized-Prevalence-Of-Obesity-Among-Adults-for-African-Countries.step-counter-review-themes
What reviews of iPhone step counters talk about (US App Store, 19 August 2026)
7,859 App Store reviews of 10 iPhone step counters, counted against 21 themes and split by the rating the reviewer left. Collected on 19 August 2026.
It answers a question nobody else publishes data for: what do people in this category actually talk about? It does not answer which app is better — there is no ranking, no score and no recommendation anywhere in this file.
⚠️ It contains no reviews. No… See the full description on the dataset page: https://huggingface.co/datasets/thee3/step-counter-review-themes.distribution_countMacroeconomics-Trade-and-Investment-Indicators-For-African-Countries
Macroeconomics Trade and Investment Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Macroeconomics-Trade-and-Investment-Indicators-For-African-Countries.UK-Countiescounterfactual-action-outcome-fidelity-v0.1
What this dataset tests
Whether claimed outcomes in counterfactual scenariosfollow from the proposed actionunder the stated condition.
It checks causality and constraints.
Why this exists
Models often give outcomes that sound plausible.
They ignore:
physics
logical dependency
hard limits
safety constraints
This dataset flags that.
Data format
Each example includes:
counterfactual condition
proposed action
claimed outcome
causal check
constraint… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/counterfactual-action-outcome-fidelity-v0.1.