ok, if anybody will end up reading this wanting to do the same thing:
in my case best thing to do was to add another column in the dataframe that allows to select a checkbox [show details]
If user selects the row then nice grid of details per selected dataset shows, and in that grid you can just add a markup language with multiple links.
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