Jupyter Notebook tdwg Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Project mention: Unnatural Keys – Nature doesn’t come with identifiers | news.ycombinator.com | 2023-05-28Nature + Identifiers is an issue (e.g. see https://github.com/tdwg/tag/issues/36). I've routinely mentioned to others in my field to look at other industries for ways forward, particularly ones like the music industry, so its interesting, if unsurprising to see all the same problems arise there. For those who know, in our field, when Identifiers comes up in conversation at conferences etc., we tiptoe away, somehow people can't learn from the past issues.
There are two issues that keep coming up in my mind 1) People want Identifiers to do something (like resolve), rather than just be identifiers and 2) People think that there are such things as "unique" identifiers (one identifier per "thing"). Neither, in my mind, are the purpose of identifiers. Identifiers should do one thing, localize you to some concept. By localize I mean that if you can find the digital space (or in physical collections where identifiers are used the physical "printed" identifier) that "contains" the identifier then you should have a reasonable probability of finding the thing/concept that identifier is for. That's all. No certainty, no uniqueness. It's very akin to what we do when we cite something in a publication, we are giving the research a reasonable chance of finding the origin. This isn't to say that we shouldn't try to keep identifiers unique though, it's to say that when it comes down to crunch time we should never assume 1) they are unique, and 2) that their special properties (e.g. that they resolve) actually work.
I've seen numerous identifier schemes come and go, we've specifically designed a 1-many for our things-to-identifiers in our systems (sitting on top our internal IDs). DOIs? They must be unique, right? Nope. Institutional CODENs? Nope (though the botanists have done it pretty well through community peer-pressure).
As others have noted, identifiers really are just labels, though things like UUIDs have the game-changing property ofreducing the probability that you're looking at a homonymous label.
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