# Jovian Commit Essentials
# Please retain and execute this cell without modifying the contents for `jovian.commit` to work
!pip install jovian --upgrade -q
import jovian
jovian.set_project('4-topic-modeling')
jovian.set_colab_id('16nwzHVUisdKPrUBRjsq7qGBm1MmiKAlz')

# Let's read in our document-term matrix
import pandas as pd
import pickle

data = pd.read_pickle('dtm_stop.pkl')
data

# Import the necessary modules for LDA with gensim
# Terminal / Anaconda Navigator: conda install -c conda-forge gensim
from gensim import matutils, models
import scipy.sparse

# import logging
# logging.basicConfig(format='%(asctime)s : %(levelname)s : %(message)s', level=logging.INFO)