Temporal aspects are clearly lost when the temporal structure is neglected with a box plot.
But why is it not possible to generate a plot like this directly via the Distributions platform?
dt = Open( "$SAMPLE_DATA/Quality Control/Phase Historical Data.jmp" );
dt:Site << Data Type( Character );
myControlChart = dt << run script("Control Chart Builder");
myLimits = myControlChart <<Save Limits("in New Table");
dtsplit = myLimits << Split(
Split By( :_LimitsKey ),
Split( :Force ),
Group( :Site )
);
dt << Update(
With( dtsplit ),
Match Columns( :Site = :Site ),
Add Columns from Update Table( :_LCL, :_UCL ),
Replace Columns in Main Table( None )
);
Graph Builder(
Variables(
X( :Site ),
Y( :Force ),
Y( :_LCL, Position( 1 ) ),
Y( :_UCL, Position( 1 ) )
),
Elements(
Histogram( X, Y( 1 ), Legend( 14 ) ),
Line Of Fit( X, Y( 2 ), Y( 3 ), Legend( 15 ) )
)
)