datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
demographic-preference-v0.1atomic-metrics-demographic-training-size
Atomic Metrics: Demographic Training-Size Analysis
Complete offline reproduction bundle for the effect of batch-selected training size on demographic preference prediction.
Version 2 — replaces the fixed-bank analysis. Select k extraction batches (five pairs each), use only their metrics and their 5k training pairs to refit BT/LR, then evaluate on cached test200 scores restricted to those metrics. Both the training rows and metric columns change with size. Extraction/refinement… See the full description on the dataset page: https://huggingface.co/datasets/tintin1027/atomic-metrics-demographic-training-size.atomic-metrics-demographic-task-metrics
Atomic Metrics: demographic analysis by task
Metric definitions and original BT/LR weights used by the fixed-demographic
Table 2 configurations. Organized into Trouble Solution and
Value Controversy. Each task contains four backbones (GPT-5.5,
GPT-5.6-sol, Qwen3.8-max, Gemini-3.8-flash) and three demographic factors
(locale, gender, age): 24 banks in total, each fitted on train100 with test200.
No new extraction, scoring, fitting or model API calls were performed.… See the full description on the dataset page: https://huggingface.co/datasets/tintin1027/atomic-metrics-demographic-task-metrics.africa-demographics-mozambique
Mozambique Displacement Data - Baseline Assessment - Northern Mozambique Crisis - [IOM DTM] | Africa (original)
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 analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-demographics-mozambique.africa-demographics-rwanda
Rwanda - Risk Assessment Indicators | Africa (original)
Size category: n<1K - Formats: parquet - 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 analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-demographics-rwanda.africa-nigeria-demographic-bulletin-200475b2
Demographic Bulletin | Africa (National Bureau of Statistics, Nigeria)
435 rows - 1 Africa country/area - 2019-2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 435 rows from National Bureau of Statistics, Nigeria, covering Demographic Bulletin. 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-nigeria-demographic-bulletin-200475b2.africa-demographics-mozambique
Mozambique Displacement Baseline Assessment Demographics in TsFile
Converted from electricsheepafrica/africa-demographics-mozambique to Apache TsFile format.
The source dataset is Mozambique Displacement Data - Baseline Assessment - Northern Mozambique Crisis, originally published by the International Organization for Migration (IOM) through HDX and repackaged into ML-ready Parquet by Electric Sheep Africa. It contains subnational administrative unit observations about… See the full description on the dataset page: https://huggingface.co/datasets/THULab/africa-demographics-mozambique.africa-demographics-lesotho
Lesotho - Risk Assessment Indicators | Africa (original)
Size category: n<1K - Formats: parquet - 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 analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-demographics-lesotho.africa-nigeria-demographic-and-health-survey-2018
Nigeria Demographic and Health Survey, 2018 | Africa (original)
Size category: n<1K - Formats: parquet - 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 help researchers examine disease… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-demographic-and-health-survey-2018.Law-Demographic-Bias-Difference-Awareness
Law and Demographic Bias Difference-Awareness Benchmark
A multiple-choice benchmark for testing whether a language model can tell apart two situations
that look alike and demand opposite answers:
neq — the law grants an entitlement to one specific group, so treating both groups
identically is the wrong answer.
eq — the law grants the same right to everyone, so drawing a distinction between the
groups is the wrong answer.
Every item presents two demographic or legal groups, a… See the full description on the dataset page: https://huggingface.co/datasets/Debk/Law-Demographic-Bias-Difference-Awareness.africa-demographics-burundi
Burundi - Risk Assessment Indicators | Africa (original)
Size category: n<1K - Formats: parquet - 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 analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-demographics-burundi.asia-demographics-dhs-subnational-data-for-yemen
Yemen - Subnational Demographic and Health Data
Contains data from the DHS data portal. There is also a dataset containing Yemen - National Demographic and Health Data on HDX. The DHS Program Application Programming Interface (API) provides software developers
Resources
Resource Count: 35
Formats: csv
Last Updated: 2026-04-20
Coverage
yem
Tags
demographics, health
License
License ID: hdx-other
Citation
@dataset{{{slug}}… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-demographics-dhs-subnational-data-for-yemen.africa-demographics-liberia
Liberia - Risk Assessment Indicators | Africa (original)
Size category: n<1K - Formats: parquet - 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 analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-demographics-liberia.africa-demographics-egypt
Egypt - Risk Assessment Indicators | Africa (original)
Size category: n<1K - Formats: parquet - 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 analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-demographics-egypt.asia-demographics-dhs-subnational-data-for-afghanistan
Afghanistan - Subnational Demographic and Health Data
Contains data from the DHS data portal. There is also a dataset containing Afghanistan - National Demographic and Health Data on HDX. The DHS Program Application Programming Interface (API) provides software
Resources
Resource Count: 39
Formats: csv
Last Updated: 2026-04-20
Coverage
afg
Tags
demographics, health
License
License ID: hdx-other
Citation
@dataset{{{slug}}… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-demographics-dhs-subnational-data-for-afghanistan.indonesian-highschool-basketball-demographics
Indonesia Youth Basketball Players: Physical & Demographic Dataset
Dataset Summary
This dataset contains cleaned, anonymized physical and demographic profiles of youth basketball players across various provinces in Indonesia. It provides valuable insights into the anthropometric characteristics (height, weight, age) and geographic distribution of young Indonesian athletes.
All Personally Identifiable Information (PII)—including player names, specific city/school… See the full description on the dataset page: https://huggingface.co/datasets/illustricious/indonesian-highschool-basketball-demographics.africa-demographics-niger
Niger - Risk Assessment Indicators | Africa (original)
Size category: n<1K - Formats: parquet - 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 analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-demographics-niger.fetch_hf_term_notion_gh_7942_target_demographics
Demographics
Overview
Anonymized demographic profiles collected through internal surveys.
Usage
Load the dataset with the datasets library.
License
MIT
Status
Documentation pending update.
Provenance
This is an original dataset created by Nimbus Data Labs and is not derived from any external source.
africa-synth-education-teacher-demographics-nigeria
Africa Synth Education Teacher Demographics Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - 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-synth-education-teacher-demographics-nigeria.africa-demographics-comoros
Comoros - Subnational Demographic and Health Data | Africa (original)
Size category: n<1K - Formats: parquet - 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 help researchers examine… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-demographics-comoros.africa-uganda-demographic-and-health-survey-2016
Uganda Demographic and Health Survey, 2016 | Africa (original)
Size category: n<1K - Formats: parquet - 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 help researchers examine disease… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-uganda-demographic-and-health-survey-2016.africa-niger-niger-high-resolution-population-density-maps-demographic-8f7835f1
Niger: High Resolution Population Density Maps + Demographic Estimates | Africa (Niger official open data)
8,948,415 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official ZIP resource from Niger 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: Niger: High… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-niger-niger-high-resolution-population-density-maps-demographic-8f7835f1.africa-mozambique-inquerito-demografico-e-de-saude-demographic-health-survey-516559e9
Inquerito Demografico E De Saude Demographic Health Survey | Africa (INE)
467 rows - 1 Africa country/area - 2011 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 467 rows from INE, covering Inquerito Demografico E De Saude Demographic Health Survey. 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-mozambique-inquerito-demografico-e-de-saude-demographic-health-survey-516559e9.africa-demographics-gabon
Gabon - Risk Assessment Indicators | Africa (original)
Size category: n<1K - Formats: parquet - 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 analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-demographics-gabon.africa-demographics-chad
Chad - Risk Assessment Indicators | Africa (original)
Size category: n<1K - Formats: parquet - 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 analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-demographics-chad.asia-demographics-kyrgyzstan-languages
Kyrgyzstan: Languages
Publisher: CLEAR Global (previously Translators without Borders) · Source: HDX · License: cc-by-sa · Updated: 2026-05-05
Abstract
Data on languages spoken in Kyrgyzstan, showing the main language spoken in the household by proportion of the population. Data is drawn from IPUMS International. For more resources on the languages of Kyrgyzstan and language use in humanitarian contexts please visit: https://clearglobal.org/language-maps-and-data/
Each… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-demographics-kyrgyzstan-languages.africa-synth-agriculture-farm-demographics-nigeria
Africa Synth Agriculture Farm Demographics Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - 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-synth-agriculture-farm-demographics-nigeria.africa-synth-demographics-demographic-projections-all
African Demographic Projections (2020-2050) | Africa (Electric Sheep Africa metadata inventory)
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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-demographics-demographic-projections-all.africa-demographics-zimbabwe
Zimbabwe - Risk Assessment Indicators | Africa (original)
Size category: n<1K - Formats: parquet - 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 analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-demographics-zimbabwe.africa-demographics-mali
Mali - Risk Assessment Indicators | Africa (original)
Size category: n<1K - Formats: parquet - 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 analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-demographics-mali.