To export the Blocker, use:
Blocker.BlockedBy in your excel column.
When clicking the Columns Choose... button you will only see the Blocker field , but that will result in the data that's shown in the question earlier. You need to manually edit the Columns field to include: "Blocker.BlockedBy" - see below:
<Please see attached file for image>