Here are four pictures that portray several aspects of the city during the Yellow Fever in Philadelphia. Statistics from the photo on the left shows the abundance of women in the city as “Wives were deserted by husbands” and “Men were seized by the disease in the streets” (pp.99).
These photos can be found here (for the maps), and here (for the mortality rates)