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IBM SPSS Modeler Essentials

You're reading from   IBM SPSS Modeler Essentials Effective techniques for building powerful data mining and predictive analytics solutions

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Product type Paperback
Published in Dec 2017
Publisher Packt
ISBN-13 9781788291118
Length 238 pages
Edition 1st Edition
Concepts
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Authors (2):
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Keith McCormick Keith McCormick
Author Profile Icon Keith McCormick
Keith McCormick
Jesus Salcedo Jesus Salcedo
Author Profile Icon Jesus Salcedo
Jesus Salcedo
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Toc

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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