Read the original publication here. If you use data from the ExCorr database, please cite
D. A. Winkler, A. E. Hughes, C. Özkan, A. Mol, T. Würger, C. Feiler, D. Zhang, and S. V. Lamaka. Impact of automation, computational models, and inhibition mechanisms on the discovery of organic corrosion inhibitors. Progress in Materials Science, 2024.
For a quickstart, you can directly access the data in Python via
1import urllib.request, json2import pandas as pd3with urllib.request.urlopen("https://excorr.web.app/database/api/experiments") as url:4data = json.load(url)56allExperiments = pd.DataFrame(data["allExperiments"])