#Missing values
import pandas as pd
data = {
    'Name': ['John', 'Alice', 'Steve'],
    'Age': [18, None, 20],
    'City': ['New York', 'California', None]
}

df = pd.DataFrame(data)

df.fillna({'Age': df['Age'].mean(), 'City': 'Unknown'})