Palmdale is reasonably safe for solo female travelers. As with any location, it's crucial to stay aware of your surroundings, especially at night or when traveling in less populated areas. Local authorities are generally responsive, and people are generally friendly towards tourists. However, like any other city, Palmdale has its drawbacks and crime does exist, especially in certain neighborhoods. Therefore, it's best to stick to well-traveled areas whenever possible and maintain personal safety measures.