Parts are a little difficult to find but are available if you look hard enough. It was a rugged, well built, and heavily used lathe. There are thousands around in sheds and workshops so you should be able to find what you need if you do a Google search for the name and model number.
Good luck on rebuilding an old classic! Lots of oil and wire brushes and you should be spinning wood soon.