datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
PMC-Treatment
🔭 Overview
R2MED: First Reasoning-Driven Medical Retrieval Benchmark
R2MED is a high-quality, high-resolution synthetic information retrieval (IR) dataset designed for medical scenarios. It contains 876 queries with three retrieval tasks, five medical scenarios, and twelve body systems.
Dataset
#Q
#D
Avg. Pos
Q-Len
D-Len
Biology
103
57359
3.6
115.2
83.6
Bioinformatics77
47473
2.9
273.8
150.5
Medical Sciences
88
34810
2.8
107.1
122.7
MedXpertQA-Exam
97… See the full description on the dataset page: https://huggingface.co/datasets/R2MED/PMC-Treatment.evidence_infer_treatmentData and code from our "Inferring Which Medical Treatments Work from Reports of Clinical Trials", NAACL 2019. This work concerns inferring the results reported in clinical trials from text.
The dataset consists of biomedical articles describing randomized control trials (RCTs) that compare multiple treatments. Each of these articles will have multiple questions, or 'prompts' associated with them. These prompts will ask about the relationship between an intervention and comparator with respect to an outcome, as reported in the trial. For example, a prompt may ask about the reported effects of aspirin as compared to placebo on the duration of headaches. For the sake of this task, we assume that a particular article will report that the intervention of interest either significantly increased, significantly decreased or had significant effect on the outcome, relative to the comparator.
The dataset could be used for automatic data extraction of the results of a given RCT. This would enable readers to discover the effectiveness of different treatments without needing to read the paper.asia-who-treatment-success-rate-hiv-positive-tb-cases
Treatment success rate: HIV-positive TB cases | Asia (WHO GHO)
🌏 551 observations · 45 Asia countries · 1999–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 551 observations of Treatment success rate: HIV-positive TB cases data across 45 Asia countries, spanning 1999–2023, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health Organization
License: cc-by-4.0
Topic:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-who-treatment-success-rate-hiv-positive-tb-cases.byt-malicious-url-treatment
Dataset Card for "byt-malicious-url-treatment"
More Information needed
africa-who-treatment-success-rate-hiv-positive-tb-cases
Africa — WHO GHO: Treatment success rate: HIV-positive TB cases | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-who-treatment-success-rate-hiv-positive-tb-cases.dental-treatment-planning-2.5k
Dental Treatment Planning Dataset (2.5k Synthetic Cases)
Synthetic dataset of 2,494 dental clinical cases for dental diagnosis, triage, and treatment-planning research.
Dataset Details
Size: 2,494 synthetic dental cases
Format: JSONL with structured conversations
Synthetic: Artificially generated cases (no real patient data)
Purpose: Training dental diagnostic AI models
Language: English
License: Apache 2.0
Keywords: dental treatment planning, dental diagnosis, dental… See the full description on the dataset page: https://huggingface.co/datasets/Wildstash/dental-treatment-planning-2.5k.PARHAF-response_to_treatment-annotated
Dataset Card for PARHAF-response_to_treatment-annotated
Reporting Issues & Contributing
If you encounter any errors or inconsistencies in this dataset, please report them in the discussion section of the "Community" tab on Hugging Face.
For more substantial contributions or collaboration opportunities, feel free to contact us directly.
Dataset Summary
PARHAF-response_to_treatment-annotated is a subpart of the PARHAF corpus, an open French corpus of… See the full description on the dataset page: https://huggingface.co/datasets/HealthDataHub/PARHAF-response_to_treatment-annotated.vn-provinces-hazardous-waste-treatment
Vietnam hazardous waste collection and treatment
Vietnam hazardous waste collection and treatment. 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 (23 rows)
data/provinces.csv
data/provinces.dta
data/provinces.xlsx
regions (6 rows)… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-hazardous-waste-treatment.asia-who-diabetes-treatment-coverage-tmentcrude
Diabetes treatment coverage, crude | Asia (WHO GHO)
🌏 4,752 observations · 48 Asia countries · 1990–2022 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 4,752 observations of Diabetes treatment coverage, crude data across 48 Asia countries, spanning 1990–2022, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health Organization
License: cc-by-4.0
Topic: Diabetes treatment… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-who-diabetes-treatment-coverage-tmentcrude.process-compatibility-coatings-adhesives-treatments
Galvanic series and surface energy of engineering materials
Canonical, always-current version: https://referencesource.org/process-compatibility-coatings-adhesives-treatments/
Machine-readable: https://referencesource.org/process-compatibility-coatings-adhesives-treatments/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-04
Stale after: 2028-08-03 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 80… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/process-compatibility-coatings-adhesives-treatments.vn-provinces-industrial-cluster-wastewater-treatment
Vietnam industrial cluster wastewater treatment
Vietnam industrial cluster wastewater treatment. 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 (182 rows)
data/provinces.csv
data/provinces.dta
data/provinces.xlsx
regions (18 rows)… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-industrial-cluster-wastewater-treatment.africa-synth-cancer-cancer-treatment-patterns-kenya-nigeria
Cancer Treatment Patterns - Kenya & Nigeria | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-cancer-cancer-treatment-patterns-kenya-nigeria.asia-who-treatment-success-rate-previously-treated-tb-cases
Treatment success rate: previously treated TB cases | Asia (WHO GHO)
🌏 1,042 observations · 48 Asia countries · 1995–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,042 observations of Treatment success rate: previously treated TB cases data across 48 Asia countries, spanning 1995–2023, 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-treatment-success-rate-previously-treated-tb-cases.asia-who-tuberculosis-treatment-coverage
Tuberculosis treatment coverage | Asia (WHO GHO)
🌏 1,167 observations · 47 Asia countries · 2000–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,167 observations of Tuberculosis treatment coverage data across 47 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: Tuberculosis treatment… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-who-tuberculosis-treatment-coverage.africa-synth-mental-health-mental-health-treatment-gap-all
Mental Health Treatment Gap Dataset (Depression, Psychosis, Barriers, WHODAS) | 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-mental-health-mental-health-treatment-gap-all.africa-lesotho-admissions-for-treatment-of-severe-acute-malnutrition-sam-81605917
Admissions for Treatment of Severe Acute Malnutrition (SAM) | Africa (Lesotho official open data)
1,555 rows - 1 Africa country - 2020-2021 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Lesotho 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: Admissions for Treatment… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-lesotho-admissions-for-treatment-of-severe-acute-malnutrition-sam-81605917.asia-who-treatment-success-rate-new-tb-cases
Treatment success rate: new TB cases | Asia (WHO GHO)
🌏 1,318 observations · 48 Asia countries · 1995–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,318 observations of Treatment success rate: new TB cases data across 48 Asia countries, spanning 1995–2023, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health Organization
License: cc-by-4.0
Topic: Treatment… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-who-treatment-success-rate-new-tb-cases.geo-treatment-response
GEO RNA-seq Treatment Response Dataset
Pre-treatment RNA-seq studies with patient treatment response annotations,
standardised to Entrez gene IDs and binary responder/non-responder labels.
Studies included (1 total, updated 2026-05-04)
GSE91061 (bulk): | n=51 | advanced melanoma (unresectable or metastatic) | Nivolumab (anti-PD-1) 3 mg/kg IV every 2 weeks; CA209-038 clinical study (NCT01621490); cohort includes ipilimumab-naive (n=33) and ipilimumab-progressed (n=35)… See the full description on the dataset page: https://huggingface.co/datasets/Cgensbigler/geo-treatment-response.africa-namibia-admissions-for-treatment-of-severe-acute-malnutrition-sam-81605917
Admissions for Treatment of Severe Acute Malnutrition (SAM) | Africa (Namibia official open data)
1,555 rows - 1 Africa country - 2020-2021 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Namibia 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: Admissions for Treatment… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-namibia-admissions-for-treatment-of-severe-acute-malnutrition-sam-81605917.us-ketamine-treatment-access-2026
license: cc-by-4.0
U.S. Ketamine Treatment Access, 2026
Creator: KetamineFinderVersion: 1.0.0Production snapshot: September 10, 2026Snapshot time: 2026-09-10T05:32:19.097ZCurrent directory: https://www.ketaminefinder.com/Kaggle DOI: https://doi.org/10.34740/kaggle/dsv/19550008
Overview
This dataset is an aggregate snapshot of geographic access to in-person ketamine treatment in the United States based on the KetamineFinder production database.
At the snapshot time, the production database… See the full description on the dataset page: https://huggingface.co/datasets/ketaminefinder/us-ketamine-treatment-access-2026.africa-gabon-admissions-for-treatment-of-severe-acute-malnutrition-sam-81605917
Admissions for Treatment of Severe Acute Malnutrition (SAM) | Africa (Gabon official open data)
1,555 rows - 1 Africa country - 2020-2021 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Gabon 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: Admissions for Treatment of… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-gabon-admissions-for-treatment-of-severe-acute-malnutrition-sam-81605917.negative_treatment
Validate Your Authority: Precedent Treatment Dataset and Benchmarks
This repository contains data and code for analyzing how later judicial opinions treat earlier precedents, with a focus on negative and limiting treatments. It includes a filtered dataset suitable for model training/evaluation and scripts to reproduce experiments.
Background: Paul Hellyer’s Study and Annotations
Paul D. Hellyer’s empirical study examined the reliability of three U.S. citator systems… See the full description on the dataset page: https://huggingface.co/datasets/mmikaildemir/negative_treatment.the_speech_language_pathology_treatment_plannerafrica-synth-arv-quality-hiv-treatment-all
Antiretroviral Quality & HIV Treatment (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-arv-quality-hiv-treatment-all.africa-togo-admissions-for-treatment-of-severe-acute-malnutrition-sam-81605917
Admissions for Treatment of Severe Acute Malnutrition (SAM) | Africa (Togo official open data)
1,555 rows - 1 Africa country - 2020-2021 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Togo 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: Admissions for Treatment of… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-togo-admissions-for-treatment-of-severe-acute-malnutrition-sam-81605917.firstaid-treatment-instruct
FirstAid-Treatment IT
Dataset Description
FirstAid-Treatment IT is an instruction tuning and question-answering dataset for training domain-specialized language models on first aid, emergency response, procedural medical support, and safety guidance.
The dataset consists of grounded conversational training examples built from source-aligned first-aid reference material and emergency response documentation.
It is designed for:
Supervised Fine-Tuning (SFT)
Question… See the full description on the dataset page: https://huggingface.co/datasets/nuhmanpk/firstaid-treatment-instruct.europe-who-treatment-success-rate-previously-treated-tb-cases
Treatment success rate: previously treated TB cases | Europe (WHO GHO)
🇪🇺 741 observations · 41 Europe countries · 1995–2023 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 741 observations of Treatment success rate: previously treated TB cases data across 41 Europe countries, spanning 1995–2023, 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/electricsheepeurope/europe-who-treatment-success-rate-previously-treated-tb-cases.africa-eswatini-admissions-for-treatment-of-severe-acute-malnutrition-sam-81605917
Admissions for Treatment of Severe Acute Malnutrition (SAM) | Africa (Eswatini official open data)
1,555 rows - 1 Africa country - 2020-2021 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Eswatini 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: Admissions for… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-eswatini-admissions-for-treatment-of-severe-acute-malnutrition-sam-81605917.africa-madagascar-admissions-for-treatment-of-severe-acute-malnutrition-sam-81605917
Admissions for Treatment of Severe Acute Malnutrition (SAM) | Africa (Madagascar official open data)
1,555 rows - 1 Africa country - 2020-2021 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Madagascar 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: Admissions for… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-admissions-for-treatment-of-severe-acute-malnutrition-sam-81605917.africa-synth-hiv-art-treatment-cascade-all
HIV/ART Treatment Cascade Dataset (Cascade Stage, VL, CD4, Adherence, PMTCT) | 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-hiv-art-treatment-cascade-all.