Finding all hashtags in a list of tweets

import re
r = re.compile(r"([#$])(\w+)\b")

taggedwords = []

for tweet in tweets:
    tagged = r.findall(tweet)
    if tagged:
        for word in tagged:
            taggedwords.append(word[1])