Rumor has it that, an idiom, is another way of saying there are rumors that say (that).
The difference between a relative pronoun and a conjunction is that the latter can often be omitted without changing the meaning of the sentence; e.g., She said (that) she'd be late.
Is that the case here?
- Rumor has it (that) we'll have a new manager.
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