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When drawing a hypergraph with 95 nodes and 154 edges, many hyperedges are incorrectly encircling all of the 95 nodes. See the example provided below where no edges contain more than 3 nodes, but most of the 154 hyperedges are being drawn around all nodes.
There are limits to the number of edges you can draw in limited space. I constructed your hypergraph and found two nodes have disproportionately high degrees and you have multiple singletons, nodes contained in a single edge. I suggest visualizing pieces of your hypergraph by restricting to a subset of nodes. I started by restricting to the 6 nodes with highest degree and collapsed the multi-edges:
Then I skipped the three nodes with greatest degrees and generated a sequence of plots adding one node at a time to see how the visualization developed. Below is a sequence after adding 36 nodes. I recommend playing with different combinations of nodes based on what relationships you wish to highlight.
Merge in HYP/hypernetx from bugfix/HYP-294-missing-the-partition_igraph-library-for-use-with-the-modularity-code-please-add-it to develop
* commit '4b0a5c271266b21c8d93e8cfbf0a79adbb5b65ba':
Add dependency for tutorials
When drawing a hypergraph with 95 nodes and 154 edges, many hyperedges are incorrectly encircling all of the 95 nodes. See the example provided below where no edges contain more than 3 nodes, but most of the 154 hyperedges are being drawn around all nodes.
Output:
Output (cropped):
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