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Have the data actually been fit a Poisson distribution? Or is this is just a guess assuming constant rate and independence?

No natural phenomena ever exactly fits any probability distribution.

Right but I'm saying do we have data showing it's even close? (Genuinely asking, I have no idea.)

except the emission spectra from atoms :)