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i’ve heard snowplow is good for this

Totally agree! I'm running a minimalistic version of snowplow's collection/etl infra for under $1 per month, and it works great:

Snowplow has a similar approach for the data capture, but starts to get quite complex when it comes to the ETL and analysis.