could you please help with finishing the cells and create the word_counts function

make sure to define it.

Complete the cell below to fill out the `word_counts` dictionary variable. `word_counts` keeps track of how many times a word type appears across the corpus. For instance, `word_counts["movie"]` should store the number 61492, the count of how many times the word `movie` appears in the corpus.

import re

import glob

import codecs

word_counts = Counter() # Counters are often useful for NLP in python

for label in [POS_LABEL, NEG_LABEL]:

for directory in [TRAIN_DIR, TEST_DIR]:

for fn in glob.glob(directory + "/" + label + "/*txt"):

doc = codecs.open(fn, 'r', 'utf8') # Open the file with UTF-8 encoding

# IMPLEMENT ME