Many websites have links, buttons, and other ties to Twitter. That might be it.
Or perhaps you have the app installed and it's updating in the background. You can turn off background updates for Twitter (or everything) under Settings > General > Background App Refresh.
If you don't use Twitter at all, don't even have the app installed, go to Settings > Twitter and make sure you aren't signed into an account.
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