It’s kind of like “inbox zero”.
I guess Twitter feels it’s against its interests to allow their users to easily delete more than one tweet at a time. Rather than offer that functionality, they recommend creating a new account.
There are a few different apps/sites/services that help do what Twitter won’t. I, however, opted to run this Python script.