The video shows a large whale shark swimming in the ocean. The water is clear and blue, and the sunlight is shining through the surface. The whale shark is grey with white spots and has a long tail. There are also people swimming in the water, wearing snorkeling gear and flippers. The whale shark is swimming slowly and gracefully, and the people are watching it from a safe distance.