datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
maternal-health-pregnancy
Synthetic Maternal Health & Pregnancy Complications Dataset
The complete bundle — including the full dataset (35,000 rows), trained xgboost model (AUC-ROC: 0.990), fully-executed notebook, and full Paper— is available on Gumroad:
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Abstract
This dataset provides 30,000 synthetic records (10,000 per scenario) of pregnant women attending antenatal care (ANC) in LMIC facility settings. Each record contains 16 clinically relevant… See the full description on the dataset page: https://huggingface.co/datasets/LinderStacy-1/maternal-health-pregnancy.africa-synth-maternal-health-emergency-obstetric-care-all
Emergency Obstetric Care Dataset (Signal Functions, Complications, Outcomes) | Africa (World Health Organization)
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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-maternal-health-emergency-obstetric-care-all.africa-synth-maternal-health-preeclampsia-dataset-all
African Preeclampsia/Eclampsia Synthetic Dataset | 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-maternal-health-preeclampsia-dataset-all.africa-synth-maternal-health-hepatitis-b-mtct-dataset-all
African Hepatitis B MTCT Synthetic Dataset | 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 datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-maternal-health-hepatitis-b-mtct-dataset-all.asia-who-maternal-mortality-ratio
Maternal mortality ratio (per 100 000 live births) | Asia (WHO GHO)
🌏 1,872 observations · 48 Asia countries · 1985–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,872 observations of Maternal mortality ratio (per 100 000 live births) data across 48 Asia countries, spanning 1985–2023, 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/electricsheepasia/asia-who-maternal-mortality-ratio.europe-who-number-of-maternal-deaths
Number of maternal deaths | Europe (WHO GHO)
🇪🇺 1,638 observations · 42 Europe countries · 1985–2023 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 1,638 observations of Number of maternal deaths data across 42 Europe countries, spanning 1985–2023, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health Organization
License: cc-by-4.0
Topic: Number of maternal deaths… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-who-number-of-maternal-deaths.africa-synth-maternal-health-climate-maternal-neonatal-all
Climate & Maternal-Neonatal Outcomes (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 datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-maternal-health-climate-maternal-neonatal-all.africa-maternal-health-comoros
Synthetic Maternal Health & Pregnancy Complications Dataset (ANC) | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-maternal-health-comoros.africa-synth-maternal-health-maternal-health-pregnancy-all
Synthetic Maternal Health & Pregnancy Complications Dataset (ANC) | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-maternal-health-maternal-health-pregnancy-all.africa-unicef-maternal-newborn-child-health
Maternal Newborn Child Health — Africa (UNICEF) | Africa (World Bank)
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
Health datasets help researchers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-unicef-maternal-newborn-child-health.maternal-anaemia-pregnancy
Maternal Anaemia & Nutrition in Pregnancy (Haemoglobin, IFA, Birth Outcomes) | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/maternal-anaemia-pregnancy.africa-synth-maternal-health-emergency-obstetric-transport-all
Emergency Obstetric Transport | 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 datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-maternal-health-emergency-obstetric-transport-all.africa-owid-maternal-mortality-rate-who-mdb
Maternal Mortality Rate Who Mdb | Africa (Our World in Data) | Africa (World Health Organization)
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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-maternal-mortality-rate-who-mdb.asia-owid-maternal-deaths-ihme
Maternal Deaths Ihme | Asia (Our World in Data)
🌏 1,728 observations · 48 Asia countries · 1985–2020 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,728 observations of Maternal Deaths Ihme data across 48 Asia countries, spanning 1985–2020.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Maternal Deaths Ihme
Geographic coverage
48 Asia countries · top rows… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-maternal-deaths-ihme.asia-owid-maternal-mortality-ratio-vs-gdp-per-capita
Maternal Mortality Ratio Vs Gdp Per Capita | Asia (Our World in Data)
🌏 1,907 observations · 48 Asia countries · 1985–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,907 observations of Maternal Mortality Ratio Vs Gdp Per Capita data across 48 Asia countries, spanning 1985–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Maternal Mortality Ratio Vs Gdp Per Capita… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-maternal-mortality-ratio-vs-gdp-per-capita.maternal-mortality-pph
Maternal Mortality & Postpartum Haemorrhage (PPH, EmONC, Uterotonics, Outcomes) | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/maternal-mortality-pph.africa-who-maternal-mortality-ratio
Africa — WHO GHO: Maternal mortality ratio (per 100 000 live births) | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-who-maternal-mortality-ratio.africa-owid-dhs-is-the-only-source-of-maternal-mortality-data
Dhs Is The Only Source Of Maternal Mortality Data | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-dhs-is-the-only-source-of-maternal-mortality-data.asia-owid-maternal-mortality-vs-fertility
Maternal Mortality Vs Fertility | Asia (Our World in Data)
🌏 3,047 observations · 48 Asia countries · 1960–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 3,047 observations of Maternal Mortality Vs Fertility data across 48 Asia countries, spanning 1960–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Maternal Mortality Vs Fertility
Geographic coverage… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-maternal-mortality-vs-fertility.asia-owid-dhs-is-the-only-source-of-maternal-mortality-data
Dhs Is The Only Source Of Maternal Mortality Data | Asia (Our World in Data)
🌏 48 observations · 48 Asia countries · 2023–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 48 observations of Dhs Is The Only Source Of Maternal Mortality Data data across 48 Asia countries, spanning 2023–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Dhs Is The Only Source Of Maternal… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-dhs-is-the-only-source-of-maternal-mortality-data.adaption-parteira-br-maternal-guidance
This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-parteira_br_maternal_guidance
This dataset contains conversational pairs between an AI assistant and users in remote Brazilian communities regarding maternal health concerns like nausea, breastfeeding pain, and fatigue. The assistant provides empathetic, low-risk guidance while strictly adhering to a protocol that prioritizes immediate referral to formal healthcare services for any… See the full description on the dataset page: https://huggingface.co/datasets/Fernandosr85/adaption-parteira-br-maternal-guidance.asia-who-number-of-maternal-deaths
Number of maternal deaths | Asia (WHO GHO)
🌏 1,872 observations · 48 Asia countries · 1985–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,872 observations of Number of maternal deaths data across 48 Asia countries, spanning 1985–2023, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health Organization
License: cc-by-4.0
Topic: Number of maternal deaths… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-who-number-of-maternal-deaths.asia-owid-maternal-mortality-ratio-who-gho
Maternal Mortality Ratio Who Gho | Asia (Our World in Data)
🌏 1,872 observations · 48 Asia countries · 1985–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,872 observations of Maternal Mortality Ratio Who Gho data across 48 Asia countries, spanning 1985–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Maternal Mortality Ratio Who Gho
Geographic coverage… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-maternal-mortality-ratio-who-gho.africa-maternal-mortality-risk
Maternal Mortality Risk Dataset | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet, optimized-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-maternal-mortality-risk.asia-owid-maternal-deaths-by-income-group
Maternal Deaths By Income Group | Asia (Our World in Data)
🌏 1,728 observations · 48 Asia countries · 1985–2020 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,728 observations of Maternal Deaths By Income Group data across 48 Asia countries, spanning 1985–2020.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Maternal Deaths By Income Group
Geographic coverage… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-maternal-deaths-by-income-group.asia-owid-maternal-mortality
Maternal Mortality | Asia (Our World in Data)
🌏 1,931 observations · 48 Asia countries · 1900–2020 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,931 observations of Maternal Mortality data across 48 Asia countries, spanning 1900–2020.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Maternal Mortality
Geographic coverage
48 Asia countries · top rows shown… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-maternal-mortality.africa-owid-maternal-mortality
Maternal Mortality | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
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-owid-maternal-mortality.africa-synth-maternal-health-maternal-health-indicators-all
Africa Synth Maternal Health Maternal Health Indicators All | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-maternal-health-maternal-health-indicators-all.maternal_health_riskasia-owid-maternal-mortality-slope-chart
Maternal Mortality Slope Chart | Asia (Our World in Data)
🌏 1,728 observations · 48 Asia countries · 1985–2020 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,728 observations of Maternal Mortality Slope Chart data across 48 Asia countries, spanning 1985–2020.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Maternal Mortality Slope Chart
Geographic coverage
48… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-maternal-mortality-slope-chart.