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Back to browse
GitHub Repository
76,907 phytochemical records enriched with PubMed, ClinicalTrials.gov, ChEMBL bioactivity & USPTO patents. Production-ready JSON + Parquet. Free 400-row sample. Full dataset: ethno-api.com
5 starsJupyter Notebook
I enriched 24K phytochemicals with trials, bioactivity, and patent data
by wirthal1990·Mar 17, 2026·2 points·1 comment
AI Analysis
●MidNiche GemSolve My Problem
Pre-joined USDA phytochemical records with clinical trials and patents, saving biotech ETL time.
Strengths
- •Joins four distinct biomedical APIs into a single consistent schema without rate limit headaches.
- •Parquet format ensures efficient querying for large-scale bioinformatics pipelines and local analysis.
- •Includes DOI and HuggingFace hosting, adding academic credibility and easy sample access.
Weaknesses
- •Full dataset behind a paywall limits community verification and open-source collaboration potential.
- •Competes with free APIs like PubChem and ChEMBL if you build your own ETL pipeline.
Category
Target Audience
Bioinformatics researchers, nutraceutical data scientists, drug discovery teams
Similar To
PubChem · ChEMBL · DrugBank
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