datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
faers_bronze_demofaers_bronze_indifaers_bronze_outcfaers_bronze_therfaers_bronze_reacFAERS-NLP
FAERS-NLP
Version: 1.0Author: sixuexing
GitHub: FAERS-NLP Repository
Dataset Summary
FAERS-NLP is a cleaned and processed version of the FDA Adverse Event Reporting System (FAERS), formatted for natural language retrieval and drug–adverse effect–disease relation extraction.
Each record corresponds to a single adverse event report, including structured and semi-structured fields suitable for NLP tasks.
Dataset Structure
Each CSV row contains the following… See the full description on the dataset page: https://huggingface.co/datasets/sixuexing/FAERS-NLP.faers_bronze_rpsrfaers_bronze_drugFAERS-NLP
FAERS-NLP
Version: 1.0Author: sixuexing
GitHub: FAERS-NLP Repository
Dataset Summary
FAERS-NLP is a cleaned and processed version of the FDA Adverse Event Reporting System (FAERS), formatted for natural language retrieval and drug–adverse effect–disease relation extraction.
Each record corresponds to a single adverse event report, including structured and semi-structured fields suitable for NLP tasks.
Dataset Structure
Each CSV row contains the following… See the full description on the dataset page: https://huggingface.co/datasets/SanaeLaRose/FAERS-NLP.fda-faers-drug-adverse-events
FDA FAERS Drug Adverse Events 2023
One-time dated snapshot.
Reconciled 2023 FAERS extract with 1,541,888 retained cases and seven related tables; supplied 2023 deletion lists applied.
Verified coverage: 2023 Q1–Q4.
Records: 1,541,888 case rows; seven related tables.
This repository contains a 1,000-row public sample, not the full package. A sample does not establish complete historical coverage.
Limitations
Historical 2023 Q1–Q4 quarterly-extract cohort, not a… See the full description on the dataset page: https://huggingface.co/datasets/claritystorm/fda-faers-drug-adverse-events.fda-faers-parquet
FDA FAERS Adverse Event Reports
Pre-processed FDA Adverse Event Reporting System (FAERS) data in Parquet format for pharmacovigilance signal detection.
Tables
Table
Description
DEMO
Demographics and case admin (deduplicated: latest CASEVERSION per CASEID)
DRUG
Drug/medication info (drugname, prod_ai, role_cod, route, dose)
REAC
Adverse reactions (MedDRA preferred terms)
OUTC
Patient outcomes (death, hospitalization, disability, etc.)
RPSR
Report sources… See the full description on the dataset page: https://huggingface.co/datasets/alexcpn/fda-faers-parquet.drug-safety-faerssynthetic-faers-1m-v2
Synthetic FAERS-Style Pharmacovigilance Dataset (1M Records)
Dataset Description
This is a fully synthetic dataset designed for pharmacovigilance signal detection and ML model training. Contains 1,000,000 synthetic Individual Case Safety Reports (ICSRs).
Features
100% Synthetic: No real patient data - GDPR/HIPAA compliant
1M Records: Large-scale dataset for ML training
35 Features: Causality, temporal, lab values, demographics
700+ Drug-Event Signals:… See the full description on the dataset page: https://huggingface.co/datasets/PrashantRGore/synthetic-faers-1m-v2.faers-respiratory-drug-safety
Respiratory — Drug Safety Intelligence (FAERS 2020–2025)
Version: 1.0.0 | Records: 303,090 | Parquet: 459 MB | Source: FDA FAERS
Dataset Summary
Structured adverse event reports for respiratory drugs from the FDA's FAERS
database, 2020–2025. Covers serious adverse events only (hospitalization,
life-threatening outcomes, death). Each record includes the suspect drug(s),
reported reactions (MedDRA coded), patient demographics, outcome codes,
reporter country, and… See the full description on the dataset page: https://huggingface.co/datasets/RubyIntelligence/faers-respiratory-drug-safety.synthetic-faers-1m-v3
Synthetic FAERS 1M v3 - Signal Detection Training Dataset
Dataset Description
Version: 3.0 (Signal-Enhanced)Records: 1,000,000 synthetic Individual Case Safety Reports (ICSRs)Signals: 70,803 injected drug-event associations (7.1%)Features: 36 columns including demographics, clinical labs, causality assessment, and temporal relationships
This is a fully synthetic pharmacovigilance dataset designed for training machine learning models in drug safety signal detection. Unlike… See the full description on the dataset page: https://huggingface.co/datasets/PrashantRGore/synthetic-faers-1m-v3.faers-immunology-drug-safety
Immunology & Rheumatology — Drug Safety Intelligence (FAERS 2020–2025)
Version: 1.0.0 | Records: 535,632 | Source: FDA FAERS
Dataset Summary
Structured adverse event reports for immunology and rheumatology drugs from the FDA's FAERS
database, 2020–2025. Covers serious adverse events only (hospitalization,
life-threatening outcomes, death). Each record includes the suspect drug(s),
reported reactions (MedDRA coded), patient demographics, outcome codes,
reporter… See the full description on the dataset page: https://huggingface.co/datasets/RubyIntelligence/faers-immunology-drug-safety.faers-metabolic-glp1-drug-safety
Metabolic & GLP-1 — Drug Safety Intelligence (FAERS 2020–2025)
Version: 1.0.0 | Records: 162,981 | Parquet: 209 MB | Source: FDA FAERS
Dataset Summary
Structured adverse event reports for metabolic & GLP-1 drugs from the FDA's FAERS
database, 2020–2025. Covers serious adverse events only (hospitalization,
life-threatening outcomes, death). Each record includes the suspect drug(s),
reported reactions (MedDRA coded), patient demographics, outcome codes,
reporter… See the full description on the dataset page: https://huggingface.co/datasets/RubyIntelligence/faers-metabolic-glp1-drug-safety.faers_dataset_by_Qfaers-gastroenterology-drug-safety
Gastroenterology — Drug Safety Intelligence (FAERS 2020–2025)
Version: 1.0.0 | Records: 338,263 | Source: FDA FAERS
Dataset Summary
Structured adverse event reports for gastroenterology drugs from the FDA's FAERS
database, 2020–2025. Covers serious adverse events only (hospitalization,
life-threatening outcomes, death). Each record includes the suspect drug(s),
reported reactions (MedDRA coded), patient demographics, outcome codes,
reporter country, and… See the full description on the dataset page: https://huggingface.co/datasets/RubyIntelligence/faers-gastroenterology-drug-safety.faers-cardiovascular-drug-safety
Cardiovascular — Drug Safety Intelligence (FAERS 2020–2025)
Version: 1.0.0 | Records: 312,039 | Source: FDA FAERS
Dataset Summary
Structured adverse event reports for cardiovascular drugs from the FDA's FAERS
database, 2020–2025. Covers serious adverse events only (hospitalization,
life-threatening outcomes, death). Each record includes the suspect drug(s),
reported reactions (MedDRA coded), patient demographics, outcome codes,
reporter country, and seriousness… See the full description on the dataset page: https://huggingface.co/datasets/RubyIntelligence/faers-cardiovascular-drug-safety.faers-oncology-drug-safety
Oncology — Drug Safety Intelligence (FAERS 2020–2025)
Version: 1.0.0 | Records: 928,991 | Source: FDA FAERS
Dataset Summary
Structured adverse event reports for oncology drugs from the FDA's FAERS
database, 2020–2025. Covers serious adverse events only (hospitalization,
life-threatening outcomes, death). Each record includes the suspect drug(s),
reported reactions (MedDRA coded), patient demographics, outcome codes,
reporter country, and seriousness flags.… See the full description on the dataset page: https://huggingface.co/datasets/RubyIntelligence/faers-oncology-drug-safety.faers-neurology-cns-drug-safety
Neurology & CNS — Drug Safety Intelligence (FAERS 2020–2025)
Version: 1.0.0 | Records: 302,062 | Source: FDA FAERS
Dataset Summary
Structured adverse event reports for neurology / CNS drugs from the FDA's FAERS
database, 2020–2025. Covers serious adverse events only (hospitalization,
life-threatening outcomes, death). Each record includes the suspect drug(s),
reported reactions (MedDRA coded), patient demographics, outcome codes,
reporter country, and seriousness… See the full description on the dataset page: https://huggingface.co/datasets/RubyIntelligence/faers-neurology-cns-drug-safety.FAERS___faers-intelligence-datafaersgsrfeawmechai-kb-faersFAERS_dataset