[createdapril24]

"The balanced category contained 3.04% of accounts, showing that accounts exhibiting mixed behaviour are present in the dataset."

This set of accounts is actually the most interesting to me. The Pro-either-side bots are going to be relatively easy to attribute, and if you are following the war closely you can have a very good guess as to which propaganda narratives they are going to magnify (and therefore predict their content).

The 3.04% accounts may be trying to build a online profile that is more "trustworthy" so that it can be used later, may be trying to counter disinformation (as opposed to "counter disinformation with disinformation" - which is almost always what it means when you hear politicians talk about it), or may be trying to do something subtle and specific. It's also much harder to attribute.