An interesting tutorial by Marcell Ferencz using GDELT as an index to identify relevant coverage that he then analyzed in R to construct a set of co-occurrence graphs and analyses.
Read The Full Tutorial.
Towards Data Science: Building a Social Network from the News using Graph Theory