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9 changes: 9 additions & 0 deletions Problem1.py
Original file line number Diff line number Diff line change
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import pandas as pd

data = [["Name", "Age", "Role"],
["Mayuri Subhash Mhatre", 28, "Marketing Business Analyst"],
["John Doe", 35, "Vendor Performance Analyst"],
["Jane Smith", 30, "Project Manager"]]

df = pd.DataFrame(data[1:], columns=data[0])
print(df)
6 changes: 6 additions & 0 deletions Problem2.py
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import pandas as pd

def big_countries(world: pd.DataFrame) -> pd.DataFrame:
df = world[(world['area']>=3000000) | (world['population']>=25000000)]
rec = df[['name','population','area']]
return rec
5 changes: 5 additions & 0 deletions Problem3.py
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import pandas as pd

def find_products(products: pd.DataFrame) -> pd.DataFrame:
result = products[(products.low_fats == 'Y') & (products.recyclable == 'Y')]
return result[['product_id']]
6 changes: 6 additions & 0 deletions Problem4.py
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import pandas as pd

def find_customers(customers: pd.DataFrame, orders: pd.DataFrame) -> pd.DataFrame:
filter_customers = customers[~customers['id'].isin(orders['customerId'])]
result = filter_customers[['name']].rename(columns = {'name' : 'Customers'})
return result