step-5.1.py

import re
def find_hastags(text):
    return re.findall(r'#(\w+)', text)

hashtags = []
#photos that I've recently liked
api.getLikedMedia()
result = api.LastJson
for r in tqdm(result['items']):
    if r['caption'] is not None:
        hashtag = find_hastags(r['caption']['text'])
        
#photos that i have been recently tagged in 
api.getSelfUserTags()
result = api.LastJson
for r in result['items']:
    if r['caption'] is not None:
        hashtag = find_hastags(r['caption']['text'])
        [hashtags.append(i.lower()) for i in hashtag]

top_hashtags = pd.Series(hashtags).value_counts()[:10]
print(top_hashtags.index)