The web is moving. domain-status.com moitors the domain names activity for you. It makes it easy to find daily new, deleted and transferred domains on the main TLDs. For each of them get tons of information, all in one place. For free.
You may start by using the domain activity archives.
On Aug 14, 2018, 147862 domains were registered, 104266 have expired and 181381 were transferred from one nameserver to another.