datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
africa-who-household-air-pollution-attributable-deaths
Africa — WHO GHO: Household air pollution attributable deaths | Africa (World Health Organization)
Size category: 1K<n<10K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-who-household-air-pollution-attributable-deaths.korea-household-egocentric-samples
60BASE · Korea Household Egocentric Samples
Sixteen household video excerpts from 60BASE's Korea household collection, including every source video in its sample folder as checked on September 20, 2026.
Use this sample pack to inspect the footage and discuss a full-recording request or a custom collection brief.
Discuss a data project · 60BASE · Email
Included in this release
Specification
Video
16 MP4 clips × 20 seconds; 5 minutes 20 seconds total
Tasks
Dishwashing… See the full description on the dataset page: https://huggingface.co/datasets/60base/korea-household-egocentric-samples.vn-provinces-household-housing-type-share
Vietnam household housing type shares by locality
Vietnam share of households by housing durability type (permanent, semi-permanent, less permanent, simple) by locality, 2014-2024 (even years). Geographic labels are English (UN/GSO style ASCII romanization). Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Comparison
Color key
Files
provinces (378 rows)
data/provinces.csv
data/provinces.dta
data/provinces.xlsx… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-household-housing-type-share.vn-provinces-household-electricity-rate
Vietnam household electricity access rate
Vietnam household electricity access rate. 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
Comparison
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Files
provinces (756 rows)
data/provinces.csv
data/provinces.dta
data/provinces.xlsx
national (12 rows)
data/national.csv… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-household-electricity-rate.africa-worldbank-main-cooking-fuel-charcoal-of-households-sg-cok-chco-zs
Main cooking fuel: charcoal (% of households) | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: n<1K - Formats: parquet - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-main-cooking-fuel-charcoal-of-households-sg-cok-chco-zs.vn-provinces-household-internet-rate
Vietnam household internet connection rate
Vietnam household internet connection rate. 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
Comparison
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Files
provinces (63 rows)
data/provinces.csv
data/provinces.dta
data/provinces.xlsx
regions (6 rows)
data/regions.csv… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-household-internet-rate.vn-provinces-household-computer-rate
Vietnam household computer ownership rate
Vietnam household computer ownership rate. 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
Comparison
Color key
Files
provinces (378 rows)
data/provinces.csv
data/provinces.dta
data/provinces.xlsx
national (6 rows)
data/national.csv… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-household-computer-rate.africa-worldbank-main-cooking-fuel-wood-of-households-sg-cok-wood-zs
Main cooking fuel: wood (% of households) | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: n<1K - Formats: parquet - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-main-cooking-fuel-wood-of-households-sg-cok-wood-zs.europe-who-household-air-pollution-attributable-deaths
Household air pollution attributable deaths | Europe (WHO GHO)
🇪🇺 6,840 observations · 38 Europe countries · 2010–2019 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 6,840 observations of Household air pollution attributable deaths data across 38 Europe countries, spanning 2010–2019, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health Organization
License:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-who-household-air-pollution-attributable-deaths.asia-who-household-air-pollution-attributable-deathsiran_household_expenditure_income_heis
هزینه و درآمد خانوار ایران (HEIS) — استانی، ۱۳۸۴–۱۴۰۱
طرح آمارگیری هزینه و درآمد خانوار مرکز آمار ایران، در سطح کشور و ۳۱ استان، ۱۸ سال.
منبع: مرکز آمار ایران — طرح هزینه و درآمد خانوار (بازتوزیع از پورتال سازمان مدیریت و برنامهریزی)
لایسنس: آمار رسمی عمومی · حساسیت: public
پوشش: ۱۳۸۴–۱۴۰۱ (سالانه) · سطوح: کشور + ۳۱ استان · ۲۴ شاخص
خروجیها
فایل
چیست
heis.parquet
mart: دامپ وفادار شیت «T» — ۱۱۷٬۶۲۹ ردیف × ۳۲ ستون
observations.parquet
لایهٔ… See the full description on the dataset page: https://huggingface.co/datasets/Farmaanaa/iran_household_expenditure_income_heis.iran_household_expenditure_hbs
هزینهٔ خانوار ایران — از ریزدادهٔ طرح آمارگیری (COICOP)
هزینهٔ سالانهٔ خانوار ایرانی و اینکه صرفِ چه چیزی میشود: خوراک، مسکن، درمان، حملونقل، آموزش و بقیهٔ گروههای استاندارد COICOP — برای هر استان، و جداگانه برای خانوارهای شهری و روستایی.
پوشش: 1394 تا 1403 · تناوب: سالانه · سطح: کشور و ۳۱ استان
تفکیک: کل / شهری / روستایی
تعداد مشاهده: 24,000 · تعداد شاخص: 3
منبع: مرکز آمار ایران — طرح آمارگیری هزینه و درآمد خانوار
روش
ارقام از ریزدادهٔ خانوار محاسبه… See the full description on the dataset page: https://huggingface.co/datasets/Farmaanaa/iran_household_expenditure_hbs.malawi-household-survey-seasonality
Malawi Household Survey - Seasonality Study | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: not declared - 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/malawi-household-survey-seasonality.iran_household_income_hbs
درآمد خانوار ایران — از ریزدادهٔ طرح آمارگیری
درآمد سالانهٔ خانوار ایرانی و اینکه از کجا میآید: مزد و حقوق، کسبوکارِ خود، اجاره، یارانه و کمک — برای هر استان، و جداگانه برای شهر و روستا.
پوشش: 1394 تا 1403 · تناوب: سالانه · سطح: کشور و ۳۱ استان
تفکیک: کل / شهری / روستایی
تعداد مشاهده: 7,680 · تعداد شاخص: 4
منبع: مرکز آمار ایران — طرح آمارگیری هزینه و درآمد خانوار
روش
ارقام از ریزدادهٔ خانوار محاسبه شدهاند، نه از جدولهای خلاصه. هر میانگین و نسبت
با وزنِ… See the full description on the dataset page: https://huggingface.co/datasets/Farmaanaa/iran_household_income_hbs.iran_household_inequality_hbs
نابرابری هزینه و درآمد خانوار ایران — از ریزدادهٔ طرح آمارگیری
نابرابری در ایران، استان به استان: ضریب جینی هزینه و درآمد، سهم هر دهک از کل، و اینکه فاصلهٔ خانوارِ ثروتمند و فقیر چند برابر است — جداگانه برای شهر و روستا.
پوشش: 1394 تا 1403 · تناوب: سالانه · سطح: کشور و ۳۱ استان
تفکیک: کل / شهری / روستایی
تعداد مشاهده: 23,040 · تعداد شاخص: 6
منبع: مرکز آمار ایران — طرح آمارگیری هزینه و درآمد خانوار
روش
ارقام از ریزدادهٔ خانوار محاسبه شدهاند، نه از جدولهای… See the full description on the dataset page: https://huggingface.co/datasets/Farmaanaa/iran_household_inequality_hbs.iran_household_profile_hbs
مشخصات خانوار ایران — از ریزدادهٔ طرح آمارگیری
خانوار ایرانی چند نفر است، سرپرستش چند سال دارد و چقدر درس خوانده، و خانهاش چند اتاق و چند متر است — برای هر استان و جداگانه برای شهر و روستا.
پوشش: 1394 تا 1403 · تناوب: سالانه · سطح: کشور و ۳۱ استان
تفکیک: کل / شهری / روستایی
تعداد مشاهده: 8,640 · تعداد شاخص: 9
منبع: مرکز آمار ایران — طرح آمارگیری هزینه و درآمد خانوار
روش
ارقام از ریزدادهٔ خانوار محاسبه شدهاند، نه از جدولهای خلاصه. هر میانگین و نسبت
با… See the full description on the dataset page: https://huggingface.co/datasets/Farmaanaa/iran_household_profile_hbs.iran_household_amenities_hbs
برخورداری خانوار ایران از امکانات و تأسیسات — از ریزدادهٔ طرح آمارگیری
چند درصد خانوارهای هر استان اینترنت، خودرو، گاز طبیعی، فاضلاب یا کولر گازی دارند — و چند درصد مالکِ خانهای هستند که در آن زندگی میکنند. شکافِ شهر و روستا اینجا بهخوبی دیده میشود.
پوشش: 1394 تا 1403 · تناوب: سالانه · سطح: کشور و ۳۱ استان
تفکیک: کل / شهری / روستایی
تعداد مشاهده: 19,482 · تعداد شاخص: 2
منبع: مرکز آمار ایران — طرح آمارگیری هزینه و درآمد خانوار
روش
ارقام از ریزدادهٔ… See the full description on the dataset page: https://huggingface.co/datasets/Farmaanaa/iran_household_amenities_hbs.household-notes
Household and Hub reading notes
A small documentation corpus, not a benchmark.
household-note: Simplified Chinese how-tos. Each row is one failure mode (limescale vs soap scum, leftover rice, washer gasket, etc.). Diagnose first, then a short procedure, including when to stop.
hub-reading-note: English notes about using the Hugging Face Hub (model cards, safetensors, datasets, Spaces, revisions).
Use it to try load_dataset, RAG demos, or tokenizer tests. Do not treat it as… See the full description on the dataset page: https://huggingface.co/datasets/bianbian888/household-notes.nigerian_energy_and_utilities_household_smart_meter
Nigerian Energy & Utilities – Household Smart Meter | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/nigerian_energy_and_utilities_household_smart_meter.europe-owid-one-person-households
One Person Households | Europe (Our World in Data)
🇪🇺 450 observations · 38 Europe countries · 1999–2018 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 450 observations of One Person Households data across 38 Europe countries, spanning 1999–2018.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: One Person Households
Geographic coverage
38 Europe countries ·… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-one-person-households.africa-population-distribution-by-sex-number-of-households-area-and-density
Kenya - Population Distribution by Sex, Number of Households, Area and Density | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-population-distribution-by-sex-number-of-households-area-and-density.africa-nigeria-national-household-kerosene-price-watch-35c39f17
National Household Kerosene Price Watch | Africa (National Bureau of Statistics, Nigeria)
51 rows - 1 Africa country/area - 2026 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 51 rows from National Bureau of Statistics, Nigeria, covering National Household Kerosene Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-national-household-kerosene-price-watch-35c39f17.africa-synth-wash-household-water-treatment-all
Household Water Treatment & Safe Storage (SSA) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - 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/africa-synth-wash-household-water-treatment-all.africa-synth-energy-household-electricity-access-africa-all
Africa Synth Energy Household Electricity Access Africa All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-energy-household-electricity-access-africa-all.household_power_cleanafrica-mauritius-percentage-ict-penetration-in-private-households-indicator-2212442f
Percentage Ict Penetration in Private Households Indicator | Africa (MDPA)
291 rows - 1 Africa country/area - 2010-2020 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 291 rows from MDPA, covering Percentage Ict Penetration in Private Households Indicator. 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-mauritius-percentage-ict-penetration-in-private-households-indicator-2212442f.africa-nigeria-national-household-kerosene-price-watch-60abbd18
National Household Kerosene Price Watch | Africa (National Bureau of Statistics, Nigeria)
51 rows - 1 Africa country/area - 2024 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 51 rows from National Bureau of Statistics, Nigeria, covering National Household Kerosene Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-national-household-kerosene-price-watch-60abbd18.Household-Cleaning-Products-Occlusion-Image-Dataset
Household Cleaning Products Occlusion Image Dataset
The retail e-commerce industry faces significant challenges in accurately recognizing products that are partially obstructed in images. Current models often struggle with occlusion, leading to decreased performance in product detection and search functionalities. Existing datasets lack sufficient diversity in occluded images, making it difficult for machine learning models to generalize. This dataset aims to address these… See the full description on the dataset page: https://huggingface.co/datasets/shangzx/Household-Cleaning-Products-Occlusion-Image-Dataset.Population-With-Household-Expenditures-On-Health-25-for-African-Countries
Population With Household Expenditures On Health 25 for African Countries | Africa (World Health Organization)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Population-With-Household-Expenditures-On-Health-25-for-African-Countries.Household-Cleaning-Products-Occlusion-Image-Dataset
Household Cleaning Products Occlusion Image Dataset
The retail e-commerce industry faces significant challenges in accurately recognizing products that are partially obstructed in images. Current models often struggle with occlusion, leading to decreased performance in product detection and search functionalities. Existing datasets lack sufficient diversity in occluded images, making it difficult for machine learning models to generalize. This dataset aims to address these… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Household-Cleaning-Products-Occlusion-Image-Dataset.