use Pandas in Python

for the following data

write the function for problem 5

you don't need to worry about read the file, only the function will be fun.

the output should be something similar to {'fire': 2, 'water' : 3}

1 id, name, level, personality, type, weakness, atk, def, hp, stage 2 53, Persian, 40,mild, normal, fighting, 104, 116, 147,2 3 126, Magmar, 44, docile, fire, water,96,83,153,1 4 99, Kingler,33, adamant,water, electric,110,169,29,2 5 57,Primeape ,9, lonely, fighting, flying, 20,66,43,2 6 3, Venusaur, 44, sassy, grass, fire, 136,195,92,3 7 23, Ekans , 81, hasty,poison, psychic,30,108,20,1 8 11, Metapod, 4, naive, grass, fire, 30,114,22,2 9 126, Magmar,96,modest, fire, water,62,114,155,1 O 137, Porygon, 96, relaxed, normal, fighting, 68,50,127,1 1 69,Bellsprout,84, lonely,grass, fire, 149,32,45,1 2 10,Caterpie,3, serious, bug, flying,7,10,15,1 3 12, Butterfree, 12, hasty, bug, flying, 20,25,35,3 4 35,Clefairy, 18, impish, fairy,poison, 33,25,50,1 5 23, Ekans, 15, Jolly,poison, psychic,40,15,35,1 Problem 5: count_types Write a function called count_types that returns a dictionary with keys that are Pokemon types and values that are the number of times that type appears in the dataset. The order of the keys in the dictionary does not matter. Note that you will want to return a Python dictionary for this function so you will have to convert from a pandas object to a dictionary. 1 id, name, level, personality, type, weakness, atk, def, hp, stage 2 53, Persian, 40,mild, normal, fighting, 104, 116, 147,2 3 126, Magmar, 44, docile, fire, water,96,83,153,1 4 99, Kingler,33, adamant,water, electric,110,169,29,2 5 57,Primeape ,9, lonely, fighting, flying, 20,66,43,2 6 3, Venusaur, 44, sassy, grass, fire, 136,195,92,3 7 23, Ekans , 81, hasty,poison, psychic,30,108,20,1 8 11, Metapod, 4, naive, grass, fire, 30,114,22,2 9 126, Magmar,96,modest, fire, water,62,114,155,1 O 137, Porygon, 96, relaxed, normal, fighting, 68,50,127,1 1 69,Bellsprout,84, lonely,grass, fire, 149,32,45,1 2 10,Caterpie,3, serious, bug, flying,7,10,15,1 3 12, Butterfree, 12, hasty, bug, flying, 20,25,35,3 4 35,Clefairy, 18, impish, fairy,poison, 33,25,50,1 5 23, Ekans, 15, Jolly,poison, psychic,40,15,35,1 Problem 5: count_types Write a function called count_types that returns a dictionary with keys that are Pokemon types and values that are the number of times that type appears in the dataset. The order of the keys in the dictionary does not matter. Note that you will want to return a Python dictionary for this function so you will have to convert from a pandas object to a dictionary