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R - Group social network analysis, adding weights to edges

Time:04-22

I am trying to create a simple social network of species and their interactions with other species. I have cleaned and coded all my data to have 3 columns (from, to, weight) with the first column being the observed species, second column being the associating species, and weight being how many times that event was observed. I cannot for the life of me figure out how to get the edges to visually represent the weight column. I've tried both igraph and visNetwork (see below).

There are some beautiful answers in enter image description here

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