Every political thread is chock full of people being angry and unreasonable. I did some data mining, and most of the hate is coming from a very small percentage of the community, and the rest of the community is very consistent in downvoting them.
The problem is that even with human moderators enforcing a series of rules, most of those people are still in the comments making things miserable. So I made a bot to do it instead.
!santabot@slrpnk.net is a bot that uses an algorithm similar to PageRank to analyze the Lemmy community, and preemptively bans about 1-2% of posters, that consistently get a negative reaction a lot of the time. Take a look at an example of the early results. See how nice that is? It’s just people talking, and when they disagree, they say things like “clearly that part is wrong” and “your additions are good information though.”
It’s too early to tell how well it will work on a larger scale, but I’m hopeful. So, welcome to my experiment. Let’s talk politics without all the abusive people coming into the picture too. Please come in and test if this thing can work in the long run.
I added an explanation of the details of how it works to the source file that implements the main rank algorithm. The math behind it is not simple, but it’s also not rocket science, if you have some data science abilities and want to check it out.