Page 47 - IPP-12-2025

dfair = pd.DataFrame(air)

while True:

print("Main Menu")
print("1. Fetch data")

print("2. Dataframe Statistics")

print("3. Display Records")

print("4. Working on Records")

print("5. Working on Columns")
print("6. Search specific row/column")

print("7. Data Visualization")

print("8. Exit")

ch = int(input("Enter your choice: "))

if ch == 1:

air = pd.read_csv("Pollution.CSV File Path)
dfair = pd.DataFrame(air)

print("Data successfully read.")

print(dfair)

elif ch == 2:

while True:
print("Dataframe Statistics Menu")

print("1. Display the Transpose")

print("2. Display all column names")

print("3. Display the indexes")

print("4. Display the shape")
print("5. Display the dimension")

print("6. Display the data types of all columns")

print("7. Display the size")

print("8. Exit")

ch2 = int(input("Enter choice: "))
if ch2 == 1:

print(dfair.T)