This graph shows the text network visualization of six Rákosi era Secretarial Records (40 pages of text, resultingin 806 nodes and 753 edges). Words co-occurring in the same sentence less than five words far from each other are connected. Words more with a frequency of one can be seen on the visualization. The nodes’ sizes are equal to their betweenness centrality, while their color shows their class defined by Louvain modularity.. This network reveals that a very important topic evolves around the word 'comrade' and that its object affix has a very important meaning - hence stemming should be avoided when further analyzing the text.
The Video of the visualisation