I need to create a descriptive statistics table in R where columns will be mean of male/female, ratio of means , difference of mean by city, race etc

Question

My Data is something like this- where sex=1 defines male, sex=0 defines female.

    sex  city race 
    1    x    b
    0    y    b
    0    x    w
    1    x