Atherstone is generally quite safe for solo female travelers. The crime rate is comparatively lower than other areas, with minor incidents of petty crimes such as pickpocketing or purse snatching. However, it's always important to remain cautious and maintain common safety practices such as avoiding walking alone at night in less populous areas, keeping personal belongings secure, and staying aware of your surroundings.