A white Toyota Corolla was traveling south on Edgerton Road in Aveley at around 6.40am today.
The car turned right onto Gnangara Road and crossed the median strip into a lake, for reasons police said were unknown.
The 20-year-old driver and her 20-year-old passenger died at the scene.