Uploading a character to Toyhouse creates an upload date as shown below.
I generally use these dates as the character's birthday.
When I got the chance to upload my characters at a friend house while I didn't have internet I spammed a bunch of uploads for them in turn which is why so many characters share the same birthday. :3