Elsevier Datasets: Turn data into discoveries
Advance AI initiatives with datasets built from Elsevier's foundation of trusted content. Elsevier Datasets deliver the highest level of integrity and accuracy to help you innovate and develop with confidence. Go further, faster with Elsevier.

Let's shape progress together
Gain critical insights with data from full-text scientific literature

Datasets from full-text scientific literature give you comprehensive, direct access to the most impactful research for your industry.
Go beyond abstracts and open-source data to get the full picture
Develop richer and more comprehensive knowledge graphs with more entities and relationships
Build your AI on a comprehensive, sturdy foundation through systematic incorporation of data
High levels of information integrity ensures quality data, curated responsibly for your use case
Explore the current list of titles included in the Journals Data subject collections.
Strengthen confidence with biomedical data

Advance your pharmacovigilance, systematic reviews and ICSRs with medical literature and conference abstract data from Embase.
Automate safety signal detection with machine learning
Enhance key opinion leader (KOL) databases and identify collaboration partners
Develop systematic automation to ensure medical device compliance
Reveal critical regulatory and medical affairs insights
Read the case study: Using knowledge graphs to drive epigenetic target discovery with AstraZeneca
Innovate confidently with chemistry data

Using data from scientific literature and patent information, use the largest and most reliable collection of chemical reactions, structures, physiochemical and bioactivity data to innovate and develop with confidence.
Embed Elsevier's chemistry data into your internal LLM
Build, train, validate and optimize models for predictive retrosynthesis, synthetic feasibility, reaction conditions, reaction optimization and more
Support customized reporting and alerting within internal search tools
Undertake chemical structure analytics
How else can Elsevier Datasets support your innovation outcomes?

Abstract and citation data to support horizon scanning, KOL identification and rising star analysis
Structured biological relationships to improve biomarker identification and predict effective drug targets
Pharmaceutical data from regulatory documents to support predictive modeling for clinical outcomes
A trusted partner to help innovators succeed

Advance your R&D with Elsevier Datasets and a portfolio of solutions and services to support your AI-driven innovation. Navigate your R&D journey with confidence, supported by:
Trusted content from peer-reviewed scientific literature to regulatory data
Innovative technology that prepares data for machine consumption
Expertise in data science, semantic technologies and application of data for tangible outcomes
Information integrity is essential to your progress. Discover trusted data and tools that transform complexity into scientific insight. Let's shape progress together.
Critical insights for better outcomes. Learn more about datasets.
