ChEMBL is a manually curated database of bioactive molecules with drug-like properties. This release, version 34, is published by the European Bioinformatics Institute under an Open Access license. The specific scale, columns, and update date are not detailed in the provided metadata.
Use Cases
- Train a model to predict molecular bioactivity (inferred from domain, verify after download)
- Screen chemical compounds for potential drug candidates (inferred from domain, verify after download)
- Build a knowledge graph linking compounds, targets, and assays (inferred from domain, verify after download)
Strengths
- Published on the paperswithcode platform.
- Authored by a researcher at the European Bioinformatics Institute.
- Released under an Open Access (gold) license.
Limitations
- Metadata is minimal; actual content requires verification after download.
- Column-level documentation is absent; field semantics must be inferred after download.
- Last update date is unknown; freshness unverified.
Provenance
- Source
- European Bioinformatics Institute