Data source

Data from ChEMBL (EMBL-EBI), delivered clean.

1 dataset pulled from ChEMBL (EMBL-EBI)'s releases, checked field by field and shipped the way you want them — daily, weekly, or hourly, your call.

  • 1 dataset
  • 1 industry
  • Real rows on request

What Datadory delivers from ChEMBL (EMBL-EBI)

1
Biotechnology

ChEMBL

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Name any ChEMBL (EMBL-EBI) dataset and we send real rows from it — not a screenshot of rows. 1,744 datasets. Pick your catch.

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Straight answers about ChEMBL (EMBL-EBI) data

What makes pchembl_value the join-friendly potency measure?

It converts each IC50, Ki or XC50 into a negative logarithm of the molar value, so a 10 nM inhibitor reads as 8 regardless of which unit the source paper used. Activities measured in different assays and reported in different units land on one comparable scale, which is what turns 24.5M scattered measurements into a single rankable column.

Can ChEMBL data be joined to other chemistry datasets?

Yes, three ways: InChIKey hashes match structures across PubChem, patent corpora and vendor catalogs; ChEMBL identifiers cross-reference DrugBank, UniProt and PDB records; and document identifiers tie every measurement back to its publication or patent. One join line composes structure, target and evidence views of the same compound.

How current is the catalog Datadory delivers?

The August 2026 cataloging pass observed the ChEMBL 37 release of May 2026 carrying 2,921,148 molecules, 18,552 targets, 24,527,044 activity records, 1,970,438 assays and 101,100 linked documents. New curated releases arrive roughly once or twice a year, and each lands flagged in your delivery so you always know which vintage your rows came from.

What does a quality score of 10 mean here?

Datadory's rubric rates documentation completeness, verification of field definitions against captured records, coverage depth and structural consistency on a ten-point scale; only 145 of the 1,744 cataloged datasets earn the top score, against an average of 7.81. This is one of them - every definition was pinned against live captures during the August 2026 pass.