# Normalizing data

This scenario illustrates a Job that normalizes a list of tags for Web forum topics, and displays the result in a table on the Run console.

This list is not well organized and it contains trailing empty strings, leading, and trailing whitespace, and repeated tags, as shown below.

```
ldap,
  db2, jdbc driver,
grid computing,  talend architecture  ,
content, environment,,
tmap,,
eclipse,
database,java,postgresql,
tmap,
database,java,sybase,
deployment,,
repository,
database,informix,java
```

### In this section

* [Setting up the Job](https://help.qlik.com/talend/en-US/components/8.0/processing/tnormalize-tfileinputdelimited-tlogrow-tlogrow-setting-up-job-standard-component-drop)
* [Configuring the components](https://help.qlik.com/talend/en-US/components/8.0/processing/tnormalize-tfileinputdelimited-tlogrow-tlogrow-configuring-components-standard-component)
* [Saving and executing the Job](https://help.qlik.com/talend/en-US/components/8.0/processing/tnormalize-tfileinputdelimited-tlogrow-tlogrow-saving-and-executing-job-standard-component-press)

**Related concepts**

* [tNormalize](https://help.qlik.com/talend/en-US/components/8.0/processing/tnormalize "Normalizes the input flow following SQL standard to help improve data quality and thus eases the data update.")

**Related information**

* [tLogRow](https://help.qlik.com/talend/en-US/components/8.0/logs-and-errors/tlogrow)
* [tFileInputDelimited](https://help.qlik.com/talend/en-US/components/8.0/delimited/tfileinputdelimited)