def get_sentiment_user(self, db, date_begin, date_end):
db = CloudantDatabase(self.client, db, partitioned=False)
days = get_days(date_begin, date_end)
while not db.exists():
time.sleep(0.1)
results = {'negative': 0, 'neutral': 0, 'positive': 0}
cou = 0
hash_count = {}
related = 0
hash_cou = 0
for tweet_data in db:
results[tweet_data['simple_sentiment_label']] += 1
cou += 1
flag = 0
for hash in tweet_data['hashtags']:
hash_cou += 1
hash = hash.lower()
if 'covid' in hash or 'corona' in hash or ('19' in hash and 'co' in hash) \
or 'home' in hash or 'lock' in hash or 'safe' in hash:
flag = 1
hash_count[hash] = hash_count.get(hash, 0) + 1
related += flag
results['count'] = cou
results['hashtags'] = sorted(hash_count.items(),
key=lambda item: item[1],
reverse=True)
results['coronavirus_related'] = related
results['hashtag_count'] = hash_cou
db.delete()
return results
