Try the Materials Informatics Toolkit, which is designed to easily handle SMILES data. This and other helpful add-ins are available in the JMP® Marketplace
If you are collecting data over time why not utilize more of that data? Functional Data explorer helps you get more insight out of sensor data. Here is a quick 5 minute video on the what, why and how of functional data.
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