Here's a bit more information.  Looks like a Gephi issue, now entered into 
their development queue: http://forum-gephi.org/viewtopic.php?f=29&t=5939
 and https://github.com/gephi/gephi/issues/1656

On Friday, January 20, 2017 at 10:05:33 AM UTC-5, Bassman wrote:
>
> Has anyone been able to export GraphML, readable by Gephi or yEd, which 
> properly displays labels in Gephi/yEd?
>
> I'm using the latest Neo4j community and APOC; I can export GraphML from 
> APOC just fine, and import into Gephi/yEd, but there doesn't seem to be a 
> way to load the attributes/key/data elements, so that useful labels can be 
> displayed.
>
>

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