Lake Tahoe is generally safe for solo female travelers. Like any tourist area, there are always risks and it is important to use common sense and precaution. It's highly recommended to avoid remote areas alone during the night and always to inform someone about your plans. The local people are friendly and there's a strong tourism infrastructure. However, like in any place, it's essential to stay alert and aware of your surroundings.