Russia, of Slavic origin, means 'land of rich water'. It was originally used as a female given name but has also been used occasionally for males since the late Middle Ages. The name gained popularity in the United States during the early 20th century due to immigration from Russia and other Slavic countries.
The name Russie appears to have had varying popularity over time, with a notable spike in the years around World War I and a decline thereafter.