Do you mean data on your own computer (cache, site data, passwords, bookmarks) or Synced data?

Cache data expires after a certain time, as do cookies - not certain about other site data. Passwords and bookmarks should keep forever - well, as long as you don't change the computer or OS. Synced data... I haven't seen anything official, but I suppose after several years they might close the account for inactivity.