Generate a hashmap in Python to store the given data.
Name: Alice, Age: 30, Gender: Female
Name: Bob, Age: 20, Gender: Male
dict = {}

dict['Alice'] = {'Age': 30, 'Gender': 'Female'}
dict['Bob'] = {'Age': 20, 'Gender': 'Male'}