Coding with Gensim

Gensim already builds in the common preprocessing tasks including tokenization, stemming, and stop word removal in its preprocess_string() function. I am going to show you the preprocessing function. I’ll also separately demonstrate Gensim’s stop word removal and stemming tasks.

Gensim for preprocessing

Gensim’s preprocess_string() class is an effective and powerful class that can perform all text preprocessing tasks such as stop-word removal, tagging, punctuation removal, and stemming. Let’s see the code:

from gensim.parsing.preprocessing import remove_stopwords, preprocess_stringremove_stopwords(text)
preprocess_string(text)

The output is as follows:

 ['economi', 'look', 'solid', 'late', 'feder', 'reserv', 'offici', 'probabl', 'doubl', 'project', 'growth', 'year']

The preprocess_string() function performs...