YouTube offers a bunch of handy editing tools that often go overlooked by users. One of those is the option to rotate videos that have been shot in vertical mode when they should have been shot horizontally.
Source: Free Technology for Teachers: Handy, Overlooked YouTube Features
A great video showing off these YouTube features.