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add tweets to each paper, I think i like it
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""" | ||
Continuously iterates over existing database and pulls in tweets for each paper. | ||
""" | ||
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import time | ||
import json | ||
import urllib | ||
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import twitter # pip install python-twitter | ||
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from run import write_json | ||
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# ----------------------------------------------------------------------------- | ||
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def get_api_keys(): | ||
lines = open('twitter.txt', 'r').read().splitlines() | ||
return lines | ||
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def process_tweet(r): | ||
tweet = {} | ||
tweet['id'] = str(r.id) | ||
tweet['name'] = r.user.screen_name | ||
tweet['image_url'] = r.user.profile_image_url | ||
tweet['followers'] = r.user.followers_count | ||
tweet['verified'] = r.user.verified | ||
tweet['text'] = r.full_text | ||
return tweet | ||
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def get_tweets(j): | ||
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# note: we're assuming v1, which is kinda sketchy and slightly wrong... | ||
q = f"https://www.{j['rel_site']}.org/content/{j['rel_doi']}v1" | ||
q = urllib.parse.quote(q, safe='') | ||
exclude_replies = '%20-filter%3Areplies' | ||
exclude_retweets = '%20-filter%3Aretweets' | ||
suffix = exclude_replies + exclude_retweets | ||
results = api.GetSearch(raw_query="q=%s%s&result_type=recent&count=100" % (q, suffix)) # rate limit: 1 per 5 seconds | ||
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# extract just what we need from tweets and not much more | ||
jtweets = [process_tweet(r) for r in results] | ||
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# ban a few simple aggregator accounts | ||
banned = ['medrxivpreprint', 'biorxivpreprint', 'glycopreprint'] | ||
jtweets = [t for t in jtweets if t['name'] not in banned] | ||
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return jtweets | ||
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# ----------------------------------------------------------------------------- | ||
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if __name__ == '__main__': | ||
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keys = get_api_keys() | ||
api = twitter.Api(consumer_key=keys[0], | ||
consumer_secret=keys[1], | ||
access_token_key=keys[2], | ||
access_token_secret=keys[3], | ||
tweet_mode='extended') | ||
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# run forever | ||
while True: | ||
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# open the latest state of database | ||
with open('jall.json', 'r') as f: | ||
jall = json.load(f) | ||
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# get all tweets for all papers | ||
tweets = {} | ||
for i, j in enumerate(jall['rels']): | ||
jtweets = get_tweets(j) | ||
tweets[j['rel_doi']] = jtweets | ||
print('%d/%d: found %d tweets for %s' % (i+1, len(jall['rels']), len(jtweets), j['rel_link'])) | ||
# rate limit is 180 calls per 5 minutes, or 1 call per 5 seconds. so sleep 7 | ||
time.sleep(10) | ||
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# save to file when done | ||
write_json(tweets, 'tweets.json') | ||
print('-'*80) | ||
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