# Browsing non-match data

After running the column analysis, you can access a view of the matching and non-matching data. This could be very helpful to see invalid rows for example and start analyzing what needs to be done to validate and cleanse such data.

## Before you begin

* You have opened the Profiling perspective in the Studio.

* You have created and executed a column analysis.

## Procedure

1. In the Analysis Results view, right-click the Blank Count in the statistic results of the Email column and select View rows for example.

   A view opens listing all the blank rows in the Email column.

   ![](https://help.qlik.com/talend/en-US/studio-getting-started-guide-big-data-platform/Resources/images/gs-dq-analysis_results3.png)
2. In the Analysis Results view, right-click the result in the Pattern Matching of the Email column and select View invalid values for example.

## Results

A view opens listing all the invalid email addresses.

![](https://help.qlik.com/talend/en-US/studio-getting-started-guide-big-data-platform/Resources/images/gs-dq-analysis_results4.png)