cancel
Showing results for 
Show  only  | Search instead for 
Did you mean: 
  • Learn how to build custom Python data connectors and further customize JMP’s Data Connector Framework with the Python Data Connector Demo, available now in the JMP Marketplace!
  • See how to create experiments to support product design and ID useful product features. Register for June 12 webinar, 2pm US Eastern Time.

Discussions

Solve problems, and share tips and tricks with other JMP users.
Choose Language Hide Translation Bar
rk2
rk2
Level I

How to create a new column in a data table from a list of column values using conditional statements?

I want to check values in two numeric columns within a data table. Now I have these two numeric columns' names in a list. I use a for loop to iterate through the list of these chosen numeric column names, then i want to check against a threshold value (say 100). Then I want to create a new column and put labels accordingly - either label "A" or "B" - depending on the given columns in the data table.

 

Let's say these are the two numeric columns:

numeric_col_1 = {100, 200, 250, 700}

numeric_col_2 = {200, 250, 500, 100}

 

And the threshold is 100.

Now the labeled columns pseudocode I want to implement is as follows:

labeled_col = (if numeric_col > 100, "A", "B");

 

So the labeled columns will now show:

labeled_col_1 = {"B", "A", "A", "A"};

labeled_col_2 = {"A", "A", "A", "B"};

 

Here is some example code:

 

concat_dt = datatable("concatenated");
new_val_list = {"num_col1", "num_col2"};
name_list = {"col1", "col2"};
stop = nitems(new_val_list); for (i = 1, i <=stop, i++, col_name = name_list[i] || "_Label_A_B"; show(col_name); concat_dt << New Column( col_name, Character, "Nominal", Formula( If( Column(concat_dt, new_val_list[i]) > 200, "A", "B" ) ) ) );

But the above code only shows empty columns even though they have been created with their respective column names in the data table.

 

1 ACCEPTED SOLUTION

Accepted Solutions
txnelson
Super User

Re: How to create a new column in a data table from a list of column values using conditional statements?

Use As Column() instead of Column()

concat_dt = datatable("concatenated");new_val_list = {"num_col1", "num_col2"};name_list = {"col1", "col2"};stop = nitems(new_val_list);
for (i = 1, i <=stop, i++,
	col_name = name_list[i] || "_Label_A_B";
	show(col_name);
	concat_dt << New Column( col_name,
		Character,
		"Nominal",
		Formula( If( As Column(concat_dt, new_val_list[i]) > 200, "A", "B" ) )
	)	
);

However, I believe this is a better solution

Names Default To Here( 1 );
concat_dt = Data Table( "concatenated" );
name_list = {"col1", "col2"};

For Each( {col, i}, name_list,
	concat_dt << New Column( "num_" || col || "_Label_A_B" ,
		Character,
		"Nominal",
		Set Each Value( If( As Column( concat_dt, col ) > 200, "A", "B" ) )
	);
);
Jim

View solution in original post

1 REPLY 1
txnelson
Super User

Re: How to create a new column in a data table from a list of column values using conditional statements?

Use As Column() instead of Column()

concat_dt = datatable("concatenated");new_val_list = {"num_col1", "num_col2"};name_list = {"col1", "col2"};stop = nitems(new_val_list);
for (i = 1, i <=stop, i++,
	col_name = name_list[i] || "_Label_A_B";
	show(col_name);
	concat_dt << New Column( col_name,
		Character,
		"Nominal",
		Formula( If( As Column(concat_dt, new_val_list[i]) > 200, "A", "B" ) )
	)	
);

However, I believe this is a better solution

Names Default To Here( 1 );
concat_dt = Data Table( "concatenated" );
name_list = {"col1", "col2"};

For Each( {col, i}, name_list,
	concat_dt << New Column( "num_" || col || "_Label_A_B" ,
		Character,
		"Nominal",
		Set Each Value( If( As Column( concat_dt, col ) > 200, "A", "B" ) )
	);
);
Jim

Recommended Articles