ethereum-optimism / op-analytics

Onchain Data, Utilities, References, and other Analytics on Optimism
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Re-Build High Frequency / Automated Bot Logic #1066

Open MSilb7 opened 9 hours ago

MSilb7 commented 9 hours ago

Re-build logic to tag addresses as likely high-frequency or automated bots based on transaction throughput, hours active, etc.

See old logic we developed here (used in the World Chain announcement): https://dune.com/queries/3618075/6096208

Note that we will not be able to tag bots as DEX vs NFTs since we don't have these marketplaces mapped. But this may be tough anyway, since many L2 bots will rarely tough tokens, since they'll spam transactions that only execute if there's an opportunity.

Expected result is something like:

Chain | Address

But also TBD if we want to identify bots ona. chain-level, a superchain-wide level, or both?

Another Variant: Explore if we can use the address summary table, rather than hit raw transactions