ExCorr

Explore the Chemical Space of Corrosion Inhibitors

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

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import urllib.request, json
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import pandas as pd
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with urllib.request.urlopen("https://excorr.web.app/database/api/experiments") as url:
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data = json.load(url)
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allExperiments = pd.DataFrame(data["allExperiments"])