datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
malaria-microscopy-vqa
Malaria Microscopy Visual Question Answering (VQA) Dataset
Dataset Description
This dataset contains multi-choice visual question answering pairs for malaria microscopy images, focusing on parasite detection, classification, species identification, and severity assessment.
Dataset Summary
The Malaria Microscopy VQA Dataset is designed for training and evaluating AI systems on medical microscopy image analysis tasks. It contains 67 questions across 59 unique… See the full description on the dataset page: https://huggingface.co/datasets/EricPeter/malaria-microscopy-vqa.malaria-bounding-boxesmalariaafrica-synth-malaria-malaria-burden-spatiotemporal-all
Africa Synth Malaria Malaria Burden Spatiotemporal 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-malaria-malaria-burden-spatiotemporal-all.malaria-parasite-detection-yolo
Malaria Parasite Detection Yolo | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: not declared - 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/malaria-parasite-detection-yolo.africa-synth-malaria-malaria-dataset-all
African Malaria 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 help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-malaria-malaria-dataset-all.asia-who-estimated-number-of-malaria-deaths
Estimated number of malaria deaths | Asia (WHO GHO)
🌏 875 observations · 35 Asia countries · 2000–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 875 observations of Estimated number of malaria deaths data across 35 Asia countries, spanning 2000–2024, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health Organization
License: cc-by-4.0
Topic: Estimated number of… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-who-estimated-number-of-malaria-deaths.africa-synth-malaria-chw-iccm-triage-all
Synthetic Community Health Worker iCCM Triage Dataset (2-59 months) | 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-malaria-chw-iccm-triage-all.africa-synth-malaria-malaria-pregnancy-vulnerable-niger
Africa Synth Malaria Malaria Pregnancy Vulnerable Niger | 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-malaria-malaria-pregnancy-vulnerable-niger.africa-synth-malaria-synthetic-malaria-clinical-all
Synthetic Malaria Clinical & Diagnostic Dataset (RDT, Microscopy, Severity) | 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/africa-synth-malaria-synthetic-malaria-clinical-all.dhis2-malaria-reporting-case-study
DHIS2 Malaria Aggregate Reporting — Synthetic Case Study Data
Synthetic, DHIS2-compatible aggregate data for a monthly malaria reporting workflow
case study: organisation-unit design, a 17-variable monthly dataset, indicator
definitions, data-quality/validation rules, and a reporting workflow. Full source,
dashboard app, and docs: github.com/khalilurrrahmanridoykhan/dhis2-malaria-reporting-case-study.
Live dashboard: malaria-reporting-case-study.streamlit.app.
Independent… See the full description on the dataset page: https://huggingface.co/datasets/khalilurrahmanridoykhan/dhis2-malaria-reporting-case-study.MalariaLegacyLLM_minimalaria-case-management
Malaria Case Management & Insecticide Resistance (ACT, RDT, ITN, Severe Malaria) | 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/malaria-case-management.africa-malaria-comoros
Malaria RDT & ACT Commodity (Availability, Seasonal Demand, Test-Before-Treat, Patient Impact) | 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-malaria-comoros.africa-synth-malaria-vector-range-expansion-all
Vector Range Expansion & Disease Emergence | 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-malaria-vector-range-expansion-all.lacuna_malariav2Malaria-Incidence-Per-1000-Population-At-Risk-for-African-Countries
Malaria Incidence Per 1000 Population At Risk 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Malaria-Incidence-Per-1000-Population-At-Risk-for-African-Countries.africa-synth-malaria-vector-surveillance-control-all
Vector Surveillance & Control | 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
Health datasets help researchers examine… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-malaria-vector-surveillance-control-all.lacuna_malariamalaria_trend_immunization_measles_rubella_diarrhoea_incidence_fp_modern_health_services_trend
malaria_trend_immunization_measles_rubella_diarrhoea_incidence_fp_modern_health_services_trend_adolescent_abortion_adolescent_anc_phc_orc_patient_types_nurses_reg
A merged, ShareGPT-formatted Nepali (नेपाली) health-statistics instruction dataset, combining 11 individual government health data sources into one JSONL file (332 rows).
Short name used in this repository: merged_new_health_332_sharegpt_ne
Full combined name (all 11 source datasets joined): see title above.… See the full description on the dataset page: https://huggingface.co/datasets/sabin1234/malaria_trend_immunization_measles_rubella_diarrhoea_incidence_fp_modern_health_services_trend.africa-synth-malaria-smoking-health-nigeria
Nigeria Smoking & Health - Evidence-Based Probabilistic Dataset | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-malaria-smoking-health-nigeria.africa-synth-malaria-malaria-rdt-microscopy-all
Malaria RDT & Microscopy | 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
Health datasets help researchers examine disease… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-malaria-malaria-rdt-microscopy-all.MalariaLegacyLLM
Dataset Card for Dataset Name
This is an LLM instruction-tuned subset of the CHEMBL Legacy Malaria designed for using LLMs for virtual screening
Dataset Details
Dataset Description
This dataset is compiled from the CHEMBL Malaria Legacy dataset link.
The dataset has been instruction-tuned just as proposed in Tx-LLM: A Large Language Model for Therapeutics and TxGemma: Efficient and Agentic LLMs for Therapeutics
The prompt consists of 4 parts:
1.)… See the full description on the dataset page: https://huggingface.co/datasets/madeofajala/MalariaLegacyLLM.africa-synth-malaria-paediatric-anaemia-all
Synthetic Paediatric Anaemia Screening Dataset (6-59 months) | 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-malaria-paediatric-anaemia-all.africa-synth-malaria-intervention-coverage-effectiveness-all
Africa Synth Malaria Intervention Coverage Effectiveness 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-malaria-intervention-coverage-effectiveness-all.malaria_CIDs_SIDs_SMILES_targets
Dataset was extracted from a dataset provided by NOVARTIS: Inhibition of Plasmodium falciparum W2 (drug-resistant) proliferation in erythrocyte-based infection assay https://pubchem.ncbi.nlm.nih.gov/bioassay/449704
Code of NNs https://pubchem.ncbi.nlm.nih.gov/bioassay/449704 utilising the resulting dataset.
adaption-uganda-malaria-clinical-notes
This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform.
Overview
This Dataset is a clinician-informed, multilingual clinical reasoning dataset designed to support the development of adaptive AI systems for healthcare in low-resource, multilingual settings.
It captures realistic clinical workflows across Uganda, where clinician–patient interactions often occur in local languages, but clinical documentation must be in English.… See the full description on the dataset page: https://huggingface.co/datasets/Kofi24/adaption-uganda-malaria-clinical-notes.africa-climate-malaria-expansion
Climate--Malaria Expansion 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-climate-malaria-expansion.africa-synth-malaria-malaria-diagnosis-subsaharan-all
Africa Synth Malaria Malaria Diagnosis Subsaharan All | Africa (Electric Sheep Africa metadata inventory)
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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-malaria-malaria-diagnosis-subsaharan-all.africa-who-estimated-malaria-mortality-rate
Africa — WHO GHO: Estimated malaria mortality rate (per 100 000 population) | 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-estimated-malaria-mortality-rate.