When did Mary and Joseph begin the journey to Bethlehem?

They took one donkey for Mary to rest upon.

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There is no mention that Mary and Joseph had a donkey in any of the Gospels, or elsewhere in Scripture. One can assume that they walked, but the bottom line is that no one can be sure what their mode of travel might have been.