I have seen it quite a few times. Initially I thought it was related to mirror I was using. But it looks like changelogs are hosted somewhere else.
** Changed in: update-notifier (Ubuntu)
Status: Unconfirmed => Confirmed
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Changelogs usually missing
https://launchpad.net/bugs/51137
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