##
# Python's program to sort a list of dictionaries by values of the dictionary


from operator import itemgetter
import pandas as pd

list_before_sort = [{'name': 'Rocky', 'age': 22},
                    {'name': 'William', 'age': 24},
                    {'name': 'Sunny', 'age': 24},
                    {'name': 'Abrar', 'age': 27}]

print("Before Sort")
print(list_before_sort)

list_after_sort = sorted(list_before_sort, key=itemgetter('name'))
print("\nAfter Sort [name]")
print(list_after_sort)

list_after_sort_age = sorted(list_before_sort, key=itemgetter('age'))
print("\nAfter Sort [age]")
print(list_after_sort_age)


data_sort = pd.DataFrame(list_before_sort)
data_sort = data_sort.sort_values('name')
print("\nAfter Sort [Using Pandas]")
print(data_sort)