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
I am not able to see "Box plot","Quantiles","Summary Statistics" etc. when I plot a distribution for my data set in JMP. Let me know for possible resolution in this regard.
Also check that the variable's Modeling Type is "Continuous" instead of "Nominal" or "Ordinal." There should be a blue triangle next to it in the Columns pane, or you can check the modeling type by selecting "Column Info" from the "Cols" menu. JMP provides different graphs and analyses depending on the selected modeling type.
Thanks for the feedback. I tried the options suggested but the issue is not resolved. I have attached screen shot of the distribution from my JMP data file for better understanding. As can be seen it does not have "Box plot","Quantiles","Summary Statistics" etc. Let me know for any change in settings to be done.