How to read the DQ Assistant main screen?

1. Configuration:

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​Here you can configure your analysis.

a) Decoloring: Allows you to delete all colors that were added during the analysis
b) Ignore: Allows you to ignore cells containing potential issues on the sheet
c) Settings: Here you can toggle dimensions on/off and fine-tune the analysis by i.e. changing the outlier detection method
 

2. The data quality overview:

It shows the different quality dimensions considered (missing, inconsistent, outlier, duplicate, formula, custom checks, sensitive), a differentiation between Infos and Warnings, and the number of potential issues/observations per dimension. 
If a dimension is greyed out, this means it is currently toggled off. This can be changed in the settings menu.
 

3. Refresh:

It shows the link for updating an analysis, e.g., after updating individual cells or ignoring certain values.