Also, remember how YouTube used to collect very little data? I don't think it was much more than an email address.
Then, when it got integrated into Google+ one day to try to compete with Facebook, and they demanded the use of Google Accounts, that led to all that data which such accounts require (names, addresses, and so on) being collected as well.
But, they never needed all this data.