1.
Select Help > Sample Data Library and open Companies.jmp.
2.
Select the Type column by clicking once on the column heading.
3.
Select Cols > Recode.
4.
In the Recode window, enter the desired values in the New Value boxes. For this example, enter Technical in the Computer row, and Drug in the Pharmaceutical row.
Figure 3.40 Recode Window
Notes: 
If you enter a non-numeric value in a column with a Numeric data type, you are prompted to convert the data type to Character. Click Yes to convert the column and display the new value. Click No to keep the column Numeric and display a missing value.
When you are finished recoding data, click Done to view the following options:
becomes active when multiple values are selected. Click Group to make highlighted values part of the same group. If you previously edited a value before grouping, the edited value becomes the group representative in the New Value column. Otherwise, the group representative is the value that occurs most often.
right-click selected values to select a different grouping value, or group representative. The Group To command displays the Old Values that occur most often in the data table with their corresponding New Values (if they are different). The list displays the first 8 possible group representatives.
when two values are highlighted, select Swap New Values to make the new value of the first value adopt the new value of the second value, and vice versa.
right-click a single value from a group and select Make Representative to make the selected value the New Value.
Select the following Group Similar Values commands to increase the accuracy of grouping:
1.
Select Help > Sample Data Library and open Candy Bars.jmp.
2.
Select the Name column.
3.
Select Cols > Recode.
4.
5.
Select the Max Character Difference option and type “6”.
6.
Figure 3.41 Grouped by Character Difference
7.
Right-click Almond Roca and select Make Representative to change the new value to represent a different value within the group.
Figure 3.42 Make Representative
8.
Click Recode to replace the original data with the recoded data in the table.
1.
Select Help > Sample Data Library and open Candy Bars.jmp.
2.
Select the Name column.
3.
Select Cols > Recode.
4.
5.
Select the Difference Ratio option and type “.5”.
6.
Figure 3.43 Grouped by Difference Ratio
7.
From the red triangle menu, select Redone to save the recoded data in a new column in the data table.
The Aircraft Incidents.jmp sample data table contains a column of city and state names separated by a comma. You can split the values in that column on the comma and recode the column with only state names.
1.
Select Help > Sample Data Library and open Aircraft Incidents.jmp.
2.
Select the Location column and select Cols > Recode.
3.
Select Split on from the red triangle menu.
4.
Select Text and type a comma next to Split text.
5.
Do not change the default First occurrence setting. In these data, the state is the first occurrence after the comma.
6.
Select Text after to recode the column with only state names.
7.
Do not change the default Keep text if no match setting. You do not want to delete unmatched text.
8.
Figure 3.44 Recoded City, State Name
2.
Select Formula Column from the list.
3.
Click Recode.
In this example, the sex column was recoded.
Figure 3.45 Recoded Column
Figure 3.46 Recoding the gender Column
7.
Right-click the gender column and select Replace all occurences of selected subexpression.
Both occurrences of sex are replaced with gender.
Figure 3.47 Replacing All Occurrences

Help created on 7/12/2018