If you're visiting Arequipa then you may have heard a thing or two about the Colca Canyon. Famous for being one of the deepest canyons throughout the world, at a depth of 3270 metres it's Peru's third biggest attraction. The hike through the Colca Canyon has no easy route, much of it is downhill to start with and a steep incline to finish. The views are breathtaking.