datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
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.axobench-population
AxoBench Population
AxoBench Population contains population-context neuron traces for training and
evaluating learned neuron surrogates under connected-network input
distributions. Connected AxoSim rollouts supply branch-resolved input
histories; role-correct biophysical teachers supply the target voltage and
event traces.
Size and splits
Split
Contexts
Traces
NPZ shards
train
80
40,000
480
val
20
10,000
120
total
100
50,000
600
Contexts… See the full description on the dataset page: https://huggingface.co/datasets/Axym-Labs/axobench-population.africa-world-bank-health-population-time-series
Africa World Bank Health and Population Labeled Time Series Data
This repository is part of the Africa Temporal Intelligence Corpus (ATIC). It contains sector-specific temporal corpus packages for African countries.
ATIC sector repositories are designed for machine consumption first: Parquet tables, stable IDs, reproducible metadata, explicit provenance, review status, and separable semantic layers.
Sector Scope
Temporal health, nutrition, and population… See the full description on the dataset page: https://huggingface.co/datasets/africatic/africa-world-bank-health-population-time-series.hourly_population_US
Hourly population dataset
We are excited to share the first large-scale fine-grained hourly population dataset (per our knowledge😊)! This dataset contains dynamic populations of all the United States' 220,000 neighborhoods (Census block groups) for 8,760 hours in 2022. In other words, a population map for each hour, and 8,760 maps in total! We compared the hourly population with reported or estimated visitor counts in 11 events or places, and the match is promising.
More details… See the full description on the dataset page: https://huggingface.co/datasets/gladcolor/hourly_population_US.stallion-backup-gooya-speaker-population-v1-20260804africa-owid-age-dependency-ratio-young-of-working-age-population
Age Dependency Ratio Young Of Working Age Population | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-age-dependency-ratio-young-of-working-age-population.vn-provinces-population-sex-ratio
Vietnam provinces population sex ratio
Provincial and regional sex ratio of the population (males per 100 females). Coverage 2005 and 2007-2024. Year 2024 is preliminary. Tables cover provinces, regions and national total. Geographic labels are English (UN/GSO style ASCII romanization). Province names follow ar_core.vn_geo (historical 63-province system).
Figures
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Comparison
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provinces (1199 rows)… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-population-sex-ratio.vn-provinces-population-growth-rate
Vietnam provinces population growth rate
Provincial and regional population growth rate (percent per year). Coverage 2005 and 2007-2024. Year 2024 is preliminary. Tables cover provinces, regions and national total. Geographic labels are English (UN/GSO style ASCII romanization). Province names follow ar_core.vn_geo (historical 63-province system).
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Files
provinces (1196 rows)
data/provinces.csv… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-population-growth-rate.vn-provinces-population-master
Vietnam population master panel by locality
Wide geo×year master joining all published NSO "Dân số" locality packs (area/density, average population by sex/residence, sex ratio, vital rates, fertility, child mortality, growth, migration, life expectancy, literacy, marriages, age at first marriage, divorces, birth registration, death registrations). Outer join on geo_code×year for 1995-2024. cells are missing where a source pack has no year. Includes historical Ha Tay when… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-population-master.vn-provinces-area-population-density
Vietnam provinces area, population and population density
Provincial and regional land area (km2), mid-year population (thousand persons) and population density (persons per km2). Coverage 2011-2024. Tables cover provinces, regions and national total. Geographic labels are English (UN/GSO style ASCII romanization). Province names follow ar_core.vn_geo (historical 63-province system).
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provinces (882 rows)… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-area-population-density.Benchmark_Dataset-Human_population_classification
Sumary
This dataset provides a benchmark for evaluating the model's ability to leverage richer genetic information from longer sequences to achieve more accurate inference.
Using data from the Human Pangenome Reference Consortium (BioProject ID: PRJNA730823), we designed a population classification task focusing on African, East Asian, and European population groups.
From samples' VCF file and the reference genome sequence, we generated sample pseudo-sequences.
Based on variant… See the full description on the dataset page: https://huggingface.co/datasets/BGI-HangzhouAI/Benchmark_Dataset-Human_population_classification.China-population-open-data
China Population Open Data
公开版人口数据仓，面向数据分析、城市研究、可视化展示与教学复现。当前版本由 Population 代码仓中的构建脚本生成，目标发布到：
GitHub: https://github.com/Subat-01/china-population-open-data
Hugging Face: https://huggingface.co/datasets/Subat01/china-population-open-data
中文说明
1. 数据内容
provincial_annual
31 个省级/直辖市人口年度指标。
当前覆盖 2011-2025，其中 2025 仅纳入已补齐来源的地区。
指标包括：resident_total_population、birth_rate、death_rate、natural_growth_rate。
national_structure… See the full description on the dataset page: https://huggingface.co/datasets/Subat01/China-population-open-data.asia-who-population-using-at-least-basic-sanitation-services
Population using at least basic sanitation services (%) | Asia (WHO GHO)
🌏 3,206 observations · 48 Asia countries · 2000–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 3,206 observations of Population using at least basic sanitation services (%) data across 48 Asia countries, spanning 2000–2024, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health Organization… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-who-population-using-at-least-basic-sanitation-services.vn-provinces-average-population
Vietnam provinces average population by sex and residence
Mid-year average population (thousand persons) by total, male, female, urban and rural. Coverage 1995-2024. Includes historical Ha Tay through 2007. Year 2024 is preliminary. 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).
Figures
Hero
Hero (continued)… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-average-population.Clinically_Informed_Synthetic_Population_v1.0
Clinically-Informed Synthetic Patient Populations
(October 2025 Edition — 100 | 1 000 | 10 000 Patients)
Overview
These datasets represent fully synthetic, privacy-free populations that emulate the structure and statistical behavior of modern hospital data as of October 2025.
Each population includes four inter-linked tables describing demographics, admissions, diagnoses, and laboratory measurements.
No real patient information is used or referenced… See the full description on the dataset page: https://huggingface.co/datasets/DBbun/Clinically_Informed_Synthetic_Population_v1.0.vn-provinces-operating-enterprises-per-1000-population
Vietnam provinces operating enterprises per 1000 population
Operating enterprises per 1000 population as of 31 December. Coverage 2017-2024. 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 (504 rows)
data/provinces.csv
data/provinces.dta… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-operating-enterprises-per-1000-population.africa-synth-population-tumor-gene-expression-african-all
Africa Synth Population Tumor Gene Expression African All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-population-tumor-gene-expression-african-all.asia-population-iran-islamic-republic-of-administrative
Iran (Islamic Republic of) administrative levels 0-2 population statistics
Publisher: OCHA Middle East and North Africa (ROMENA) · Source: HDX · License: hdx-other · Updated: 2024-06-13
Abstract
Iran (Islamic Republic of) administrative levels 0 (country), 1 (province, ostān), and 2 (district, baxš) population statistics
Each row in this dataset represents geolocated point observations. Data was last updated on HDX on 2024-06-13. Geographic scope: IRN.
Curated into… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-population-iran-islamic-republic-of-administrative.NepDoHS_Target_Population_2072_73_MCQ_ne
🇳🇵 nepali_sharegpt_pure_final.jsonl
Nepal Health Demographics — Synthetic MCQ Instruction Dataset (ShareGPT Format)
📖 विषयसूची (Table of Contents)
परिचय (Overview)
फाइल जानकारी (File Info)
डेटा संरचना (Data Schema)
नमूना रेकर्ड (Sample Record)
स्रोत र प्रोभेनेन्स (Source & Provenance)
Behavior Distribution
Question Pattern / Type Distribution
Category (Generation Category) Distribution
Sub-domain Distribution (43 subtypes)… See the full description on the dataset page: https://huggingface.co/datasets/sabin1234/NepDoHS_Target_Population_2072_73_MCQ_ne.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.africa-cameroon-global-subnational-population-statistics-24749842
Global - Subnational Population Statistics | Africa (Cameroon official open data)
258,486 rows - 1 Africa country - 2001-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cameroon 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: Global - Subnational Population… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-global-subnational-population-statistics-24749842.asia-who-proportion-of-population-with-primary-reliance-on-polluting
Proportion of population with primary reliance on polluting fuels and technologies for cooking (%) | Asia (WHO GHO)
🌏 4,692 observations · 46 Asia countries · 1990–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 4,692 observations of Proportion of population with primary reliance on polluting fuels and technologies for cooking (%) data across 46 Asia countries, spanning 1990–2023, covering 1 distinct indicators.
About the… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-who-proportion-of-population-with-primary-reliance-on-polluting.africa-seychelles-seychelles-high-resolution-population-density-maps-demogra-b33c04b6
Seychelles: High Resolution Population Density Maps + Demographic Estimates | Africa (Seychelles official open data)
336 rows - 1 Africa country - not-applicable - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Seychelles 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:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-seychelles-seychelles-high-resolution-population-density-maps-demogra-b33c04b6.africa-guinea-bissau-guinea-bissau-high-resolution-population-density-maps-demo-d40b11ad
Guinea-Bissau: High Resolution Population Density Maps + Demographic Estimates | Africa (Guinea-Bissau official open data)
11,929 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Guinea-Bissau 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-guinea-bissau-guinea-bissau-high-resolution-population-density-maps-demo-d40b11ad.africa-drc-global-subnational-population-statistics-f60bb180
Global - Subnational Population Statistics | Africa (DRC official open data)
2,841,583 rows - 1 Africa country - 2001-2025 - 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: Global - Subnational Population Statistics… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-global-subnational-population-statistics-f60bb180.africa-sao-tome-and-principe-sao-tome-and-principe-high-resolution-population-density-m-409342ff
Sao Tome and Principe: High Resolution Population Density Maps + Demographic Estimates | Africa (Sao Tome and Principe official open data)
525 rows - 1 Africa country - 2019-2025 - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sao-tome-and-principe-sao-tome-and-principe-high-resolution-population-density-m-409342ff.africa-equatorial-guinea-equatorial-guinea-high-resolution-population-density-maps-0cdcc478
Equatorial Guinea: High Resolution Population Density Maps + Demographic Estimates | Africa (Equatorial Guinea official open data)
16,372 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Equatorial Guinea 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-equatorial-guinea-equatorial-guinea-high-resolution-population-density-maps-0cdcc478.africa-seychelles-seychelles-high-resolution-population-density-maps-demogra-dd33ca63
Seychelles: High Resolution Population Density Maps + Demographic Estimates | Africa (Seychelles official open data)
589 rows - 1 Africa country - not-applicable - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Seychelles 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:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-seychelles-seychelles-high-resolution-population-density-maps-demogra-dd33ca63.africa-sao-tome-and-principe-sao-tome-and-principe-high-resolution-population-density-m-3f24d6fc
Sao Tome and Principe: High Resolution Population Density Maps + Demographic Estimates | Africa (Sao Tome and Principe official open data)
431 rows - 1 Africa country - not-applicable - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sao-tome-and-principe-sao-tome-and-principe-high-resolution-population-density-m-3f24d6fc.Global-Population-Data
List of Countries and Dependencies by Population
This dataset contains population-related information for countries and dependencies, scraped from Wikipedia. The dataset includes the following columns:
Location: The country or dependency name.
Population: Total population count.
% of World: The percentage of the world's population this country or dependency represents.
Date: The date of the population estimate.
Source: Whether the source is official or derived from the United… See the full description on the dataset page: https://huggingface.co/datasets/iamramzan/Global-Population-Data.