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How to Band Numeric Variables Using JavaScript

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Introduction

This article describes how to go from having a numeric variable represented in aggregate:

 

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To a state where you can assign a numeric variable into categories or bands (e.g., 0, 1-5, 6-10, 11+) for analysis purposes:

 

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Requirements

You will need to have a numeric variable. Numeric variables have a "2" next to them in the Data Sets tree:

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OR

A scaled nominal or ordinal variable if there is text involved with the value label (eg: 0 – Not at all likely and 10 – Extremely Likely are the endpoints of your scale). If using this type of variable, it is prudent to check the Values so that they align correctly with the labels. The Values button is just under the Structure dropdown in the object inspector as per the picture below. You don’t want a value of 1 ascribed to 0 - Not at all likely and so forth (it should be a value of 0). You should change it so that the correct value aligns with the label.

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Method

  1. From the toolbar, go to Anything > Data > Variables > New > Custom Code > JavaScript - Numeric or hover between variables in the data sets tree until a "+" sign appears and select Custom Code > JavaScript - Numeric.
  2. In the JAVASCRIPT CODE window in the object inspector, paste in the following code:
//Identify variable name
x = q1_a_num
//Create banded categories
if (x == 0) 1;
else if (x >= 1 && x <= 5) 2;
else if (x >= 6 && x <= 10) 3;
else if (x > 10) 4;

In the statement above, q1_a_num, is the numeric variable that I would like to create new bands for. You can augment and adjust the code to suit your banding needs, adding as many lines as you like.

4. Once you've made the variable you will need to adjust the Label for each Value, which you can do by going to the Value Attributes window using the Values button in the object inspector.

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5. You can rename the new JavaScript variable from the object inspector by going to Properties > GENERAL > Name or you can right-click on the JavaScript variable in the Data Sets tree and select Rename.

6. Update the variable structure to nominal by going to Properties > GENERAL > Structure > Nominal: Mutually exclusive categories from the object inspector.

 

See Also

How to Band Numeric Variables using a Table

How to Band Numeric Variables Using R

 

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