To fetch only capital words, we are using regex. The re module is used here and imported. Let us import all the libraries −
import re import pandas as pd
Create a DataFrame −
data = [['computer', 'mobile phone', 'ELECTRONICS', 'electronics'],['KEYBOARD', 'charger', 'SMARTTV', 'camera']] dataFrame = pd.DataFrame(data)
Now, extract capital words −
for i in range(dataFrame.shape[1]): for ele in dataFrame[i]: if bool(re.match(r'\w*[A-Z]\w*', str(ele))): print(ele)
Example
Following is the code −
import re import pandas as pd # create a dataframe data = [['computer', 'mobile phone', 'ELECTRONICS', 'electronics'],['KEYBOARD', 'charger', 'SMARTTV', 'camera']] dataFrame = pd.DataFrame(data) # dataframe print"Dataframe...\n",dataFrame print"\nDisplaying only capital words...\n" # extracting capital words for i in range(dataFrame.shape[1]): for ele in dataFrame[i]: if bool(re.match(r'\w*[A-Z]\w*', str(ele))): print(ele)
Output
This will produce the following output −
Dataframe... 0 1 2 3 0 computer mobile phone ELECTRONICS electronics 1 KEYBOARD charger SMARTTV camera Displaying only capital words... KEYBOARD ELECTRONICS SMARTTV