is there a script I could use to prevent the data table from showing up?
One can specify a data table to be Invisible or Private and with either one it will not be displayed.
Names Default to Here( 1 ); dt = Open("$SAMPLE_DATA/big class.jmp", invisible );
And Invisible is a better choice than Private unless you are prepared to keep track of a private table.