For the latest version of JMP Help, visit JMP.com/help.

Note: Some functions (Recall and Help) are not implemented in the script, so an alert window is shown when the Recall and Help button are clicked. In addition, switching from Hierarchical to K-Means clustering does not change anything, unlike the real Cluster launch window.
dt = Open( "$SAMPLE_DATA/Birth Death.jmp" );
nc = N Col( dt ); // number of columns in the window
lbWidth = 130; // width of the window
methodList = {"Average", "Centroid", "Ward", "Single", "Complete"};
// define the method list
notImplemented = Expr(
	win = New Window( "Feature Not Implemented Yet", <<Modal, Button Box( "OK" ) )
);
clusterDlg = New Window( "Clustering", // create the window
	<<Modal,
	Border Box( Left( 3 ), Top( 2 ),
		V List Box(
			Text Box( "Finding points that are close, have similar values" ),
			H List Box(
				V List Box(
					Panel Box( "Select Columns",
						colListData = Col List Box(
							All,
							width( lbWidth ),
							NLines( Min( nc, 10 ) )
						)
					),
					Panel Box( "Options",
						V List Box(
							comboObj = Combo Box(
								{"Hierarchical", "K-Means"},
								<<Set( 1 )
							),
							Panel Box( "Method",
								methodObj = Radio Box( methodList, <<Set( 3 ) )
							),
							checkObj = Check Box( {"Standardize Data"}, <<Set( 1, 1 ) )
						)
					)
				),
				Panel Box( "Cast Selected Columns into Roles",
					Line Up Box( N Col( 2 ), Spacing( 3 ),
						Button Box( "Y, Columns",
							colListY << Append( colListData << GetSelected )
						),
						colListY = Col List Box(
							width( lbWidth ),
							NLines( 5 ),
							"numeric"
						),
						Button Box( "Ordering",
							colListO << Append( colListData << GetSelected )
						),
						colListO = Col List Box(
							width( lbWidth ),
							NLines( 1 ),
							"numeric"
						),
						Button Box( "Label",
							colListL << Append( colListData << GetSelected )
						),
						colListL = Col List Box( width( lbWidth ), NLines( 1 ) ),
						Button Box( "By",
							colListB << Append( colListData << GetSelected )
						),
						colListB = Col List Box( width( lbWidth ), NLines( 1 ) )
					)
				),
				Panel Box( "Action",
					Line Up Box( N Col( 1 ),
						Button Box( "OK",
							If( (comboObj << Get) == 1,
								Hierarchical Cluster(
									Y( Eval( colListY << GetItems ) ),
									Order( Eval( colListO << GetItems ) ),
									Label( Eval( colListL << GetItems ) ),
									By( Eval( colListB << GetItems ) ),
									Method( methodList[methodObj << Get]
									),
									Standardize( checkObj << Get( 1 ) )
								),
								KMeansCluster( Y( colListY << GetItems ) )
							);
							clusterDlg << Close Window;
						),
						Button Box( "Cancel", clusterDlg << Close Window ),
						Text Box( " " ),
						Button Box( "Remove",
							colListY << RemoveSelected;
							colListO << RemoveSelected;
							colListL << RemoveSelected;
							colListB << RemoveSelected;
						),
						Button Box( "Recall", notImplemented ),
						Button Box( "Help", notImplemented )
					)
				)
			)
		)
	)
);
Figure 11.31 The Cluster Launch Window

Help created on 3/19/2020