The tie at Spotland has been selected for live television coverage and will be shown on BBC One.
Ticket applications will open to One Hotspur Season Ticket Holders from 10am on Thursday morning with a deadline for applications of 5pm on Sunday (11 February).
Full ticket details will follow in due course.
League One Rochdale beat Championship side Millwall 1-0 in their fourth round replay at Spotland on Tuesday evening.
An own goal and Erik Lamela's strike secured our 2-0 win against Newport.
This will be the first time we've played Rochdale.