Thanks, this is helpful!
I am experiencing a phenomenon where certain node types in my network have the exact PageRank value. A while back, I recall that there was an issue with PageRank, but you helped me to get around it. So, I am not exactly sure if this current issue is related to the previous PageRank issue or perhaps it is related to the data itself. Please note, this issue is only demonstrated with one particular type of nodes. So, in the same network of different node types, all nodes have different values except that type. I tried this with different networks with a similar structure but still getting the exact same results. If this is indeed a data issue, I am thinking of using a multilayered network approach to identify the significant nodes spanning across multiple layers. Let me know if you have any insights and I apologize if this is this is too vague!
Thanks very much,
-Ahmed