yes you can dear,here is the procedure:
The solution is really simple using lists, I don’t know if it is a Twitter bug or an “hidden” functionality:
Follow the twitter account.
Add to a new list. (e.g. named Hidden)
Mark list as private.
Unfollow the twitter account
That’s it! You will receive notification in Twiitter timeline, but no one knows that you’re following that account.
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