Is Department of Lima Safe for Solo Female Travelers?

In some places or districtis could be a little bit more dangerous than the centric ones like Miraflores, Barranco or Jiron de la Union, the main kind of trasport like train, Metropolitano and corredores are regulary safe in the stations and clean. There are some points out of the centric ones but its so easy to come back to your secure point.