Testbio https://testbio.w3spaces.com/

is an online tool designed to predict the biological activity of compounds found in plant species. Users input molecules in SMILES format, and Testbio calculates molecular fingerprints, comparing them against a 1,700-compound library with known bioactivity and protein targets using the Tanimoto coefficient. This comparison generates similarity scores, target information, and bioactivities, visualized through scatter plots, bar charts, box plots, and network graphs. Testbio leverages Python libraries like pandas, RDKit, matplotlib, and plotly for data analysis and visualization. Try the free demo and share your feedback on the interface, result accuracy, functionality, and usability.