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Pandas: Extract the sentences where a specific word is present in a given column of a given DataFrame

Pandas: String and Regular Expression Exercise-38 with Solution

Write a Pandas program to extract the sentences where a specific word is present in a given column of a given DataFrame.

Sample Solution:

Python Code :

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)

Sample Output:

Original DataFrame:
  company_code date_of_sale                   address
0         Abcd   12/05/2002        9910 Surrey Avenue
1         EFGF   16/02/1999       92 N. Bishop Avenue
2      zefsalf   05/09/1998   9910 Golden Star Avenue
3      sdfslew   12/02/2022            102 Dunbar St.
4      zekfsdf   15/09/1997  17 West Livingston Court

Text with the word 'Avenue':
  company_code            ...                        filter_sentence
0         Abcd            ...                   [9910 Surrey Avenue]
1         EFGF            ...                       [ Bishop Avenue]
2      zefsalf            ...              [9910 Golden Star Avenue]
3      sdfslew            ...                                     []
4      zekfsdf            ...                                     []

[5 rows x 4 columns]

Python Code Editor:


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Previous: Write a Pandas program to extract only words from a given column of a given DataFrame.
Next: Write a Pandas program to extract the unique sentences from a given column of a given DataFrame.

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Python: Tips of the Day

Python: Cache results with decorators

There is a great way to cache functions with decorators in Python. Caching will help save time and precious resources when there is an expensive function at hand.

Implementation is easy, just import lru_cache from functools library and decorate your function using @lru_cache.

from functools import lru_cache

@lru_cache(maxsize=None)
def fibo(a):
    if a <= 1:
        return a
    else:
        return fibo(a-1) + fibo(a-2)

for i in range(20):
    print(fibo(i), end="|")

print("\n\n", fibo.cache_info())

Output:

0|1|1|2|3|5|8|13|21|34|55|89|144|233|377|610|987|1597|2584|4181|

 CacheInfo(hits=36, misses=20, maxsize=None, currsize=20)