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mkearney / tweetbotornot

🤖 R package for detecting Twitter bots via machine learning
https://tweetbotornot.mikewk.com
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bot or not #10

Open nbohorad opened 6 years ago

nbohorad commented 6 years ago

interesting, I tried this with @nbohorad, my twitter account, and it ranked highly as Bot. but I'm not:) Is it based on RT'ing out more articles vs. more human conversations?

birbilis commented 6 years ago

my @zoomicon account too #LOL

mkearney commented 6 years ago

It uses over a hundred features extracted from your user-level and tweet-level (most recent 100 tweets) data. I'm working on more detailed manuscript and will be sure to share links on here as they become available!

ojessen commented 6 years ago

I just came to the repository to file the same issue (see https://twitter.com/ojessen/status/978133160809689088?s=19 )

What me really surprised was that it worked worse with a 3000 tweet timeline.

bomeara commented 6 years ago

Another datum, not a complaint -- it says my account (omearabrian) is a bot (.603) [using the shiny app]. However, it's all human-generated. Just highlighting in case having an apparently borderline case helps with tuning -- thanks for your work on this project.

JozefJanovsky commented 6 years ago

@POTUS shows as 93.7% bot :)