# Create an empty string
title_combined = ''
# Loop through all the headlines and add them to 'text_combined'
for i in response_json['articles']:
title_combined += i[
'title'] + ' ' # add a space after every headline, so the first and last words are not glued together
# Print the first 300 characters to screen for inspection
#print(text_combined[0:300])
# In[217]:
titles = title_combined.replace('\s+', ' ').replace(',', ' ').replace('.', ' ')
words_t = titles.split()
result = [
word for word in words_t
if (word.lower() not in bad_words and len(word) > 3)
]
result = ' '.join(result)
wordcount = {}
for word in result.split():
if word not in wordcount:
wordcount[word] = 1
else:
wordcount[word] += 1
for k, v, in sorted(wordcount.items(),
key=lambda words: words[1],
reverse=True):
print(k, v)
