Industry & research
Biomedical R&D dataset
Research drugs, biologics, targets, pharmacology, pharmacokinetics, clinical studies, patents, and disease information. Commercial database modules and access rights are selected for landscape, pipeline, and evidence review; this is research data, not patient records.
Request a sample ↗What to confirm before requesting a quote
- Coverage
- Regions, languages, date range and available record count
- Fields and attachments
- Field definitions, example records and whether original documents or media are required
- Quality and updates
- Deduplication and missing-value rules, sample-based acceptance criteria and update frequency
- Permitted uses
- Internal research, model training, customer-facing products or redistribution
These are project scoping questions, not a statement that every data type includes all coverage or permissions.
01 / WHAT’S INCLUDED
What’s in the dataset
- Drugs and biologics
- Targets, pharmacology, and pharmacokinetics
- Clinical studies and patents
- Disease information
02 / USE CASES
Where it can help
- R&D landscape research
- Pipeline and evidence review
03 / DELIVERY
Choose the data you need
Tell us your topics, date range and required fields. Where the source permits, we’ll provide a sample first, then agree on filtering, cleanup and annotation.
Typical delivery formats are Excel, CSV, JSON and JSONL. The quote will state whether original documents or media are included. Let us know if you need recurring updates.
See a sample format ↗Assess the fit for your project
Biomedical data can support research and information organization around public or authorized literature, trials, drugs, diseases, institutions, or other agreed material. Fields, sources, and use need especially careful confirmation; delivery is not medical advice, a clinical determination, or regulatory certification.
What should be confirmed before a biomedical project?
State the research question, disease or drug scope, geographies, dates, required fields, and intended use, distinguishing literature/public material from other authorized sources. A sample should assess field and source fit; it must not presume complete clinical or patient records are available.
Can it be used for medical or regulatory decisions?
Project delivery must not be treated as diagnosis, treatment advice, clinical validation, or a regulatory conclusion. For high-stakes workflows, users should establish appropriate expert review, source verification, and governance.
Sources and usage
Commercial database access is limited to the agreed modules and licence; onward distribution requires the relevant source rights.
If you plan to train a model, use the data in a customer-facing product or share it with third parties, mention this when requesting a quote so we can check source permissions and restrictions.
Public access does not establish permission for collection, training or redistribution. Naming a platform does not imply affiliation, agency or endorsement.
Read about data sources and rights ↗Want to review a sample first?
Tell us your project objectives and we’ll help you assess and find a relevant sample.