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IBM SPSS Modeler Essentials

You're reading from  IBM SPSS Modeler Essentials

Product type Book
Published in Dec 2017
Publisher Packt
ISBN-13 9781788291118
Pages 238 pages
Edition 1st Edition
Languages
Authors (2):
Jesus Salcedo Jesus Salcedo
Profile icon Jesus Salcedo
Keith McCormick Keith McCormick
Profile icon Keith McCormick
View More author details

Identifying and removing duplicate cases


Datasets may contain duplicate records that often must be removed before data mining can begin. For example, the same individual may appear multiple times in a dataset with different addresses. The Distinct node finds or removes duplicate records in a dataset. The Distinct node, located in the Record Ops palette, checks for duplicate records and identifies the cases that appear more than once in a file so they can be reviewed and/or removed.

A duplicate case is defined by having identical data values on one or more fields that are specified. Any number or combination of fields may be used to specify a duplicate:

  1. Place a Distinct node from the Record Ops palette onto the canvas.
  2. Connect the Sort node to the Distinct node.
  3. Edit the Distinct node.

The Distinct node can be a bit tricky to use; this is why we will run this node a couple of times, and hopefully in this way its options will become well-defined. The Mode option controls how the Distinct node is...

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