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The API Chose My Sampling Design

This story is from 2026-10-27. It is preserved in the archive; the latest stories are on the live feed.

How an undocumented sort order in a public biodiversity API put 97% of my background points in January or February—and what I changed so that kind of bias gets caught before a model ever sees it. Exploratory analysis is supposed to be the calm part of a project. For QueleaGuard, it was where I disc…

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  1. 2026-10-27 20:55 · DEV Community — Machine Learning
    The API Chose My Sampling Design

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