We provide interactive timeline plots below to complement the qualitative analyses that the main article contains. Each interactive timeline plot indicates trends in the coarse level topic clusters over the year with monthly precision. Each data point has a wordcloud of the news articles published in that month that are clustered into its particular topic. Please hover your cursor on data points to see wordcloud for any data point.
Coarse level Markov Stability topics of geometric graph from d2v features
Coarse level Markov Stability topics of geometric graph from tfidf features
Below we present timeline plots for some of the other experiments that we did not cover in the qualitative analysis section of the article. Still, they show a good comparison of our framework to the alternatives.