datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
AgiBotWorld-Beta_G1_task_505_Classification_of_Maternal_and_Child_Products
agibot_task_505
This dataset converts the AgiBot format uniformly into LeRobot V3.0.
Dataset Statistics
robot_name: G1
end_effector: 夹爪
task: 分类母婴用品
total_episodes: 1366
total_tasks: 1
size: 81G
Dataset Structure
├── data
│ └── chunk-xxx
│ ├── file-xxx.parquet
├── meta
│ ├── episodes
│ │ └── chunk-xxx
│ │ └── file-xxx.parquet
│ ├── info.json
│ ├── stats.json
│ └── tasks.parquet
└── videos
├── observation.images.back_left_fisheye… See the full description on the dataset page: https://huggingface.co/datasets/BAAI-DataCube/AgiBotWorld-Beta_G1_task_505_Classification_of_Maternal_and_Child_Products.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:
👉 Get the full bundle on Gumroad for $30
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.bangladesh-maternal-health
Bangladesh Maternal Health — Research Data
Research outputs from the maternal health XAI study by
Farjana Yesmin:
Yesmin, F., Shirmin, N. & Bristy, S.S. (2026).
Explainable AI for Maternal Health Risk Prediction in Bangladesh:
A Hybrid Fuzzy-XGBoost Framework with Clinician Validation.
ICAIHE 2026, Waseda University, Tokyo.
Preprint
Part of the FairHealth
library — pip install fairhealth
What Is Included
File
Description
final_corrected_results.csv
Final… See the full description on the dataset page: https://huggingface.co/datasets/fairhealth/bangladesh-maternal-health.wellborn-maternal-health-risk
WellBorn – Maternal Health Risk Dataset
Overview
This repository contains a maternal health risk dataset used for
research and prototype development for the WellBorn Digital Maternal
Health Platform.
The dataset contains maternal health measurements and a corresponding
risk-level classification.
Dataset Features
The original dataset contains the following variables:
Feature
Description
Age
Age of the pregnant woman in years
SystolicBP… See the full description on the dataset page: https://huggingface.co/datasets/Uvathe/wellborn-maternal-health-risk.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.county-health-maternal-clean
County Health — Maternal / Infant Health (Cleaned)
A cleaned, modeling-ready county-level dataset for predicting low birthweight
from social and environmental factors. Derived from County Health Rankings &
Roadmaps (CHR&R) 2025.
What's in it
3,035 U.S. counties, 19 columns
Target: low_birthweight_pct (percent of live births under 2,500g)
Binary target: high_lbw (above/below median split)
Features: air pollution (PM2.5), drug overdose deaths, firearm fatalities… See the full description on the dataset page: https://huggingface.co/datasets/RaayGunz/county-health-maternal-clean.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.senegal-maternal-health-qa
Senegal Maternal Health QA
...
Dataset Name
Senegal Maternal Health QA
Task Type
Open-ended Question Answering (factual + reasoning)
Domain
Maternal health, pregnancy, childbirth, postpartum care, and health-related family planning
Geographic Focus
Senegal
Language
English
Dataset Size
1,000 Question–Answer pairs
Schema
id
question
answer
category
Categories
Factual Maternal Health… See the full description on the dataset page: https://huggingface.co/datasets/YUXCulturalAILab/senegal-maternal-health-qa.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.urgency_detection_maternal_health_synthetic
Maternal Health Messages for Urgency Detection
This dataset contains ~12.8k synthetic user messages related to
maternal health issues generated using
Gemini-1.5-Flash and verified using
Gemini-1.5-Pro.
This dataset can be used to train models for detecting urgent messges related to maternal health. One such model is the
gemma-2-2b-it-ud model.
The prompts used to generate the dataset are contained in the prompts_for_generating_user_messages.py module.
Motivation… See the full description on the dataset page: https://huggingface.co/datasets/IDinsight/urgency_detection_maternal_health_synthetic.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.MaternalAskmhgen-maternal-health-convos
Maternal Health Conversations Dataset
Dataset Description
This dataset contains 1193 synthetic multi-turn conversations between maternal health patients and healthcare providers, generated using OpenAI's GPT-4o model. The conversations simulate realistic prenatal, postpartum, and maternal health care scenarios with diverse patient backgrounds and varied provider communication styles.
According to my research, a dataset of similair size would go for around $2,000, so this… See the full description on the dataset page: https://huggingface.co/datasets/tuc111/mhgen-maternal-health-convos.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.