Solution
import pandas as pd
def find_customers(customers: pd.DataFrame, orders: pd.DataFrame) -> pd.DataFrame:
df = customers[~customers["id"].isin(orders["customerId"])]
df = df[["name"]].rename(columns={"name": "Customers"})
return df
if __name__ == "__main__":
cust_data = {"id":[1,2,3,4], "name":["Joe","Henry","Sam","Max"]}
ord_data = {"id":[1,2], "customerId":[3,1]}
customers_df = pd.DataFrame(cust_data)
orders_df = pd.DataFrame(ord_data)
print(find_customers(customers_df, orders_df))