Gaseous atoms produce light of *very* specific frequencies. E.g. hydrogen produces the [Balmer series](https://en.wikipedia.org/wiki/Balmer_series). If you look for that pattern, and see it — but shifted up or down in frequency — then you can say you’re looking at a cloud of hydrogen moving toward or away from you at a particular speed.
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