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Sep 11, 2013

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Get a list of the unique values in a column, matrix, or list

Problem

Problem 1:  I need to get a list of the unique values in a data table column.

Problem 2:  I need to get a list of the unique values in a JSL data structure (list or matrix)

Solution

For problem 1:

Solution 1:  Use summary tables.  The JSL below shows how to use Summary() to get a table that will have a row with each unique value in a single column.   You can then do further JSL table commands to get those values from the summary table. 

 

_dt = Open( "$sample_data/big class.jmp" );
//create a summary table of the :sex column
_dt1 = _dt << Summary(
	Group( :sex ),
	Freq( "None" ),
	Weight( "None" )
);
//create a summary table of the :age column
_dt2 = _dt << Summary(
	Group( :age ),
	Freq( "None" ),
	Weight( "None" )
);

2-13-2018 5-22-08 PM.png

 
Problem 2:  
Now,  instead of a data table you have a JMP list or matrix:
sexlist = {"F", "M", "M", "F", "F", "M", "M", "F", "M"};
agelist = [14, 11, 12, 13, 15, 17, 15, 11, 12];
the complicated ways to do this would be:
a) put the values in the list into a new data table column, and then use the summary approach, OR
b) write a somewhat complicated for loop to search for and record unique values
 
Fortunately, there is an easier way, using associative arrays.  
Associative Array(sexlist) << Get Keys;
Associative Array(agelist) << Get Keys;
returns {"F", "M"} and {11, 12, 13, 14, 15, 17}, respectively (note that these are nice sorted list!).  If you would like the numeric values as a sorted vector, you can use
Matrix(Associative Array(agelist) << Get Keys);
which returns [11, 12, 13, 14, 15, 17].  
 
This approach can also be used in place of Solution 1 for Problem 1:
 
Problem1, Solution 2:
Associative Array(Column(_dt, "sex") << Get Values) << Get Keys;
Matrix(Associative Array(Column(_dt, "age")<< Get Values)<<Get Keys);
returns {"F", "M"} and [11, 12, 13, 14, 15, 17]., respectively. What this is doing is 
  • get the values from the specified column as a list (if the column is character) or a matrix (if the column is numeric)
  • turn that list or martrix into an associative array
  • get the keys for the associative array, which in this case are the unique levels of the values in the column, returning that as a list
  • (if Matrix() is used on the resulting list, it will only work if the values in the list are all numbers).
 
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