Closest equivalent of a factor variable in Python Pandas

Question

What is the closest equivalent to an R Factor variable in Python pandas?

Answer 1

C # array containing category data
V # array containing numerical data

H = np.unique(C)
mydict = {}
for h in H:
    mydict[h] = V[C==h]


boxplot(mydict.values(), labels=mydict.keys())