Are the Gospels full of contradictions? What would have been seen as normal standards of trustworthy historical writing at that time?

This video describes the discovery of the earliest copy of part of John's Gospel, the 'John Rylands Fragment'.

How many hand-written copies of the Gospel accounts are there? What does this reveal about possible mistakes?