We're making the Warpcast spam dataset public. 

Over 400,000 accounts have been processed by our model, which determines the accounts that are most likely to generate inauthentic content or unwanted notifications.

We're making the Warpcast spam dataset public. 

Over 400,000 accounts have been processed by our model, which determines the accounts that are most likely to generate inauthentic content or unwanted notifications. 

https://github.com/warpcast/labels

Technowatermelon. Elder Millenial. Building Farcaster. 

nf.td/varun

Thank you so much!! Going to incorporate this for Bountycaster

Co-founder @bountycaster (bountycaster.xyz). Co-producer @ethereumfilm. Previously co-founder of Scalar Capital and product at Coinbase

curious, is there a high rate of bounties created by spammers?

databases, open source, community, remote.

Previously: mysql, co-founder mariadb server

There is a high rate that tag our bot to post bounties but we have posting requirements to prevent spam from going through. It's been problematic though on replies to bounties since the spam goes on our site (we rank using Neynar but we don't have a set threshold to cut off when to not show this info)

ah fair enough. Thanks for this. It clearly means things are "ok" from a bountycaster standpoint, and more importantly, going forward, you have better spam scoring 