Why the code not works?

Question

import numpy as np
import scipy as sp
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sb

database = sb.load_dataset('tips')
print(database)

sb.jointplot(x='tip',y='total_bill',data='database')
plt.show()

Answer 1

sb.jointplot(x='tip', y='total_bill', data=database)

Do not put the database in quotes. In this case, database is a variable that contains your data frame.
Why are you importing so many modules, if you don't use them?

https://code.sololearn.com/cn33rU66Tgmg/?ref=app

Answer 2

Thnx bro.
Actually I am in hurry so I post it with other modules which I need to work on.