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Creating a match analysis

The match analysis enables you to compare a set of columns in databases or in delimited files, and create groups of similar records using blocking and matching keys and survivorship rules.

Before you begin

At least one database or file connection is defined under the Metadata node.

About this task

This analysis enables you to create match rules and test them on data to assess the number of duplicates. You can test match rules only on columns in the same table.

Procedure

  1. Creating the connection to a data source from inside the editor if no connection has been defined under the Metadata folder in the Talend Studio tree view.
    For further information, see Configuring the match analysis.
  2. Defining the table or the group of columns you want to search for similar records using match processes.
    For further information, see Defining a match analysis from the Analysis folder or Defining a match analysis from the Metadata folder.
  3. Defining blocking keys to reduce the number of pairs that need to be compared.
    For further information, see Defining a match rule.
  4. Defining match keys, the match methods according to which similar records are grouped together. For further information, see Defining a match rule.
  5. Exporting the match rules from the match analysis editor and centralize them in the Talend Studio repository.
    For further information, see Importing or exporting match rules.
  6. Generating reports on the match analyses and save them in a distant database. These reports let you compare current and historical statistics to determine the evolution of data. For more information, see What are reports?.

In this section

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