They also don't have that data. Who you talk to and when it also concealed from them.

Check out their blog article about "Sealed Sender" from back in 2018.
https://signal.org/blog/sealed-sender/

Also note that the EFF encourages the use of Signal.
https://ssd.eff.org/module/how-to-use-signal