What we need here is a browseable library of examples that have already been identified. Ideally there should many typical stars, so we can get a feel for what is normal. There should also be the outliers: known binaries and transiting planets, with stats for how frequent each type is.
A tutorial with a single idealized example, with no discussion of the other features you're looking for, is pitiful. It wastes our time while we make learning mistakes, and wastes the science team's time when they have to follow up on them.
All of the GalaxyZoo spinoff sites are weak in this regard.
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