Are there historical accounts of the character of the people of Sodom and Gomorrah?

Are there any historical accounts, biblical or otherwise, that shed light on what types of people lived in Sodom and Gomorrah? I'm especially curious about any extra-biblical accounts of these two places. Such accounts might shed some light on whether God's treatment of these two cities was justified.