import pandas as pd

orders = pd.read_csv('orders.csv')

print(orders.head(10))

pricey_shoes = orders.groupby('shoe_type').price.max().reset_index()
cheap_shoes = orders.groupby('shoe_color').price.apply(lambda x: np.percentile(x, 25)).reset_index()

print(cheap_shoes)