Alternative data datasets
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A tabular extract of clinical study descriptions drawn from ClinicalTrials.gov on 5 February 2025, emphasizing eligibility, design, and objective fields for healthcare and machine learning research.
Metadata for hundreds of thousands of clinical trials in English, French and Spanish, structured in Parquet with study-level fields such as phase, condition, sponsor and status (Apache 2.0). Trial starts and phase transitions lead clinical development, so this works as an early indicator of biotech pipeline activity.
FDA Form 483 Clinical Trial Protocol Violation Bench High-Consequence Enterprise Evaluation Benchmark Official Maintainer: Botmartz AI Research (botmartz.com)Research Publication: botmartz.com/insightsPrimary Metric: Adverse Deviation Extraction F1 Problem Overview In high-consequence enterprise applications within BioTech & Pharma, standard out-of-the-box LLMs and naive dense vector RAG fail on m
clinical-trials-v2 is a Hugging Face dataset published by chemNLP containing processed ClinicalTrials.gov records stored in Parquet. It exposes three columns, filename, xml, and text, drawn from the official clinical-study XML schema.
Vector embeddings of clinical-trial records, hundreds of thousands of entries in Parquet (Apache 2.0). Enables similarity and retrieval analysis of trial design, indication crowding and competitive positioning.
Dattito's clinical-trials-data is a Parquet-format dataset of roughly 24 million clinical trial records sourced from public trial registries. It aggregates identifiers, conditions, and standardized medical terminology into a single table for large-scale analysis.
View source information and access options.
ClinicalTrials.gov XML for studies registered between 2018 and 2024, parsed into CSV, hundreds of thousands of records under CC0. A clean, licensed point-in-time history of US clinical-trial registrations.
An analysis-ready compilation of roughly 3,000 ClinicalTrials.gov studies registered between 2000 and 2025 that involve AI, machine learning, or digital-health tools, enriched with 30 LLM-derived variables covering use case, therapeutic area, sponsor composition, trial phase, deployment score, evidence strength, and responsible-AI keyword indicators.
Clinical-trial protocol documents from Parexel, tens of thousands of studies. Protocol text, covering inclusion criteria, endpoints and timelines, is a leading indicator for enrollment pace and pipeline risk.
Clinical Trials Data Ingestion & ETL Pipeline -ClinicalTrials.gov API v2
A 10% sample of over 573,000 ClinicalTrials.gov studies augmented with AI-classified therapeutic areas, sponsor categorization, outcome groupings, and duration metrics, offered for portfolio and market landscape analysis.
A 10% sample of a sponsor profiling resource containing entries for over 10,200 clinical trial sponsors, covering trial counts, completion ratios, phase distribution, therapeutic areas, and pipeline activity.
Over 635,000 registered clinical studies from ClinicalTrials.gov together with a supplementary pharma intelligence table of roughly 1.06 million rows that map those trials to FDA drug approvals, distributed as part of an open data initiative for academic and personal use.
The TREC Clinical Trials collections released in 2021, 2022, and 2023 are available through the TREC homepage, with corresponding papers for each year. Artur Guimarães ([email protected]) serves as the dataset curator, while inquiries regarding the original authors can be directed separately. The dataset addresses the task of linking patient profiles with appropriate clinical trials, containing entries formatted as JSON objects with fields including query identifiers, disease labels, and accompanying clinical text.
CAR-T clinical trials registered worldwide Registered clinical trials of CAR-T cell therapies, from 1999 to 20 October 2026. The records come from the WHO International Clinical Trials Registry Platform (ICTRP) and ClinicalTrials.gov, and are grouped into unique trials. Each trial is described by its countries, World Bank income group, phase, status and sponsor type (academic, public, mixed, for-p
China Multiple Myeloma Clinical Trials — Open Dataset Multiple myeloma clinical trials registered in China, curated from official NMPA / CDE filings by the China Myeloma Digital Network (CMDN), an independent non-profit patient advocacy organisation. This is a mirror. The citable version of record lives at doi.org/10.5281/zenodo.22690814; the source repository is chinamyeloma/china-myeloma-clinica
GLP-1 Clinical Trials Index — 2026 Publisher: Ozari Health | ozarihealth.comLicense: CC-BY-4.0Last updated: May 2026Rows: 22 trialsHuggingFace: https://huggingface.co/datasets/Ozarihealth/glp1-clinical-trials-2026 About This Dataset A structured index of every major published GLP-1 clinical trial as of May 2026. This dataset consolidates trial-level data from peer-reviewed publications into a sing
5,000 Global Clinical Trials: Drug Pipeline, Phases & Sponsors
A CC-BY-4.0 licensed compilation from Ozari Health cataloging 22 major published GLP-1 clinical trials as of May 2026, consolidating peer-reviewed trial-level data into a single structured index.
Data for the COVID-19 clinical trials registered in the US
Diabetes & Obesity Clinical Trials Dataset: Outcomes, Adverse Events & PubMed Links (ClinicalTrials.gov) Release name: Diabetes & Obesity Clinical Trials ClinicalTrials.gov trials on diabetes (type 1, type 2, gestational, prediabetes, complications), obesity, metabolic syndrome, dyslipidemia, fatty liver disease and hypertension, with posted outcomes, adverse events, linked PubMed papers, evidence
Clinical Trials Version History The Clinical Trials Version History dataset by Anamnesis Data: structured medical and scientific data for biotech, pharma and healthcare research. Public trial registries show only a trial's latest state. This dataset keeps every version, so you can see what a trial said on any past date, or when a sponsor moved a completion date. 611,273 trials (4,483,483 versions)
Clinical Trials Version History: Sample A free sample of the Clinical Trials Version History dataset by Anamnesis Data: structured medical and scientific data for biotech, pharma and healthcare research. Public trial registries show only a trial's latest state. This dataset keeps every version, so you can see what a trial said on any past date, or when a sponsor moved a completion date. The sample
This dataset has moved to anamnesis-data/clinical_trials_history. New releases are published there only; this repository is no longer updated. Access approvals do not carry over, so please request access on the new repository. Existing tags here (up to v2026.09.26) remain available for pinned use. The data files were removed from the main branch on 2026-11-03; they have defects fixed in the new re
A registry and results database of more than 450,000 clinical trials worldwide, with protocols, sites, enrollment counts, outcomes and sponsor details, queryable through a free REST API and bulk downloads, the reference source for pharmaceutical pipeline tracking.
Every registered clinical study flattened to one row: phase, status, sponsor
A queryable DuckDB mirror of the AACT flat-file export of ClinicalTrials.gov, packaged via the clinicaltrials-database project and covering every registered trial across 48 tables totaling roughly 58 million rows.
A knowledge graph assembled from 575,778 ClinicalTrials.gov registrations and their associated arms, outcomes, sites, sponsors, conditions, interventions, MeSH codes, and PubMed citations, containing 7,628,735 nodes and 15,531,427 edges, delivered as 623 MB of Parquet files (compared to about 7 GB of raw JSON) and built using Samyama Graph.