Elsevier Datasets: Turn data into discoveries

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.

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

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.