Live demo here:

Bot Visualization

Green color represents the cheerleaders and these are profiled since 1 message categorized of this type.

Blue color represents the users that write collaborative comments.

The intensity of the blue color represents the rate of collaborative messages (lighter blue represents more percentage of this kind of messages).

The size of the circle represents the number of messages sent.

The connections between circles represents the interaction between users.

The stroke width of the lines represents the number of messages sent between users.

The users that have less interaction with others are moved to one side of the graphic and the ones that have a lot of interaction are in the other side.