# Write a Pandas program to extract the sentences where a specific word is present in a given column of a given DataFrame.  
import pandas as pd
import re as re
df = pd.DataFrame({
    'company_code': ['Abcd','EFGF', 'zefsalf', 'sdfslew', 'zekfsdf'],
    'date_of_sale': ['12/05/2002','16/02/1999','05/09/1998','12/02/2022','15/09/1997'],
    'address': ['9910 Surrey Avenue','92 N. Bishop Avenue','9910 Golden Star Avenue', '102 Dunbar St.', '17 West Livingston Court']
})
print("Original DataFrame:")
print(df)
def pick_only_key_sentence(str1, word):
    result = re.findall(r'([^.]*'+word+'[^.]*)', str1)
    return result
df['filter_sentence']=df['address'].apply(lambda x : pick_only_key_sentence(x,'Avenue'))
print("\nText with the word 'Avenue':")
print(df)
