Python remove stop words from pandas dataframe

Question

I want to remove the stop words from my column \"tweets\". How do I iterative over each row and each item?

pos_tweets = [(\'I love this car\', \'positive\'),         


        

Answer 1

If you would like something simple but not get back a list of words:

test["tweet"].apply(lambda words: ' '.join(word.lower() for word in words.split() if word not in stop))

Where stop is defined as OP did.

from nltk.corpus import stopwords
stop = stopwords.words('english')