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🔥 Top post: Batch focused semantics and Hadoop focused mechanics, perhaps na · 1 likes + reposts
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Baked cod from #georgesfishshop #stepaside with black pudding and red pepper
One takeaway is it requires intentional design to get good data 'off of' clients. In that sense, The Unified Logging Infrastructure for Data Analytics at Twitter feels very much like a letter to a constant future reader.
Representing data as Unicode code points to reduce the volume a map reduce has to rip through, then reverse encoding post reduce. That's just a very cool hack.
Representing client interaction space as a tree grammar where each possible interaction is a tuple. If your site or app has a design system this property can fall out of that.
Back to basics:
The Unified Logging Infrastructure for Data Analytics at Twitter, Lee, Lin, Liu, Lorek, Ryaboy, 2012
https://arxiv.org/abs/1208.4171
On browsing through order histories and owned books earlier, I noticed I bought Domain Driven Design in 2003. Yet one wish remains an update to Debasish Ghosh's Functional and Reactive Domain Modeling, or even a language neutral (patterned…
As a for example on the general idea, imagine a source whose each event emitted is well formed and valid, but which does not emit all the events it should emit, systematically doesn’t emit a kind of event, etc. They would form a sort of ‘w…
An observation, and hard learning about event stream processing is quality can't be reasoned about per event, instead it's established in the aggregate. This probably generalises—is this event source reliable when differentiated over time?
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🕵️ Fake follower check
Estimated- Est. 97% real, active audience · Low fake-follower risk.
- Strong engagement (~1.4% of followers engage each post) — an active, real audience.
- Established account (9+ years old).
Heuristic estimate from engagement, follower ratios, account age & growth — a screening signal, not a guarantee.
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EstimatedEstimated shared audience with similar creators — useful for avoiding overlap (or doubling down) when planning a campaign.
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