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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
Creating Pareto Plots in JMP

 

The Pareto Plot platform produces charts to display the relative frequency or severity of problems in a quality-related process or operation. Using the failure sample dataset, Ryan DeWitt uses JMP to demonstrate how useful Pareto Plots are for analyzing what problems need attention based on the height of the bars which illustrate which variables have the greatest cumulative effect on a given system.