I am trying to visualize graphs in R with the igraph package. I want to visualize graphs with edge sizes from 2000 to 70,000. The plots look like this:

This is not a good story because you do not see anything. I figured out how to remove the labels, but still you donโt see anything, since the vertices are so big.
- Is it possible to remove vertices and just look at the edges?
For example, here is the same plot, but I took a picture until it was finished. It seems that R only draws the edges until its completion:

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