ID <- c("0001", "0003", "0002","0004","0005")
YourName <- c("Juan", "Pedro", "Ana", "Alejandra","Alex")
GenderPeople <- c("Male","Male","Female","Female","Male")

DF <- data.frame(ID, YourName, GenderPeople)

ID  YourName GenderPeople_Male GenderPeople_Female
  0001      Juan                 1                   0
  0003     Pedro                 1                   0
  0002       Ana                 0                   1
  0004 Alejandra                 0                   1
  0005      Alex                 1                   0