initial import

.gitignore

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+.env/

README.md

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+## ReactionGIF
+
+> From https://github.com/bshmueli/ReactionGIF
+
+
+
+___
+
+## Excerpt from original repo readme
+
+ReactionGIF is a unique, first-of-its-kind dataset of 30K sarcastic tweets and their GIF reactions. 
+
+To find out more about ReactionGIF, 
+check out our ACL 2021 paper:
+
+* Shmueli, Ray and Ku, [Happy Dance, Slow Clap: Using Reaction GIFs to Predict Induced Affect on Twitter](https://arxiv.org/abs/2105.09967)
+
+
+## Citation
+
+If you use our dataset, kindly cite the paper using the following BibTex entry:
+
+```bibtex
+@misc{shmueli2021happy,
+      title={Happy Dance, Slow Clap: Using Reaction {GIFs} to Predict Induced Affect on {Twitter}}, 
+      author={Boaz Shmueli and Soumya Ray and Lun-Wei Ku},
+      year={2021},
+      eprint={2105.09967},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+```
+

fetch-tweets.py

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+from credentials import CONSUMER_KEY, CONSUMER_SECRET
+import tweepy, json
+from time import sleep
+
+def fetch_tweets(rows):
+  tweet_ids = [row['original_id'] for row in rows]
+  return {tweet.id_str:tweet for tweet in fetch_ids(tweet_ids) if tweet.id_str != ''}
+
+def fetch_ids(ids):
+  id_lists = [ids[x:x+100] for x in range(0, len(ids), 100)]
+  tweets = []
+  for idx, id_list in enumerate(id_lists):
+    print('{}.'.format(len(id_lists) - idx), flush=True, end='')
+    tweets.extend([tweet for tweet in api.statuses_lookup(id_list, tweet_mode='extended')])
+  print()
+  return tweets
+
+def deanon(de_anon_file, rows, tweets):
+  found = 0
+  with open(de_anon_file, 'w') as f:
+    for row in rows:
+      if row['original_id'] in tweets:
+        found += 1
+        row['text'] = tweets[row['original_id']].full_text
+        f.write((json.dumps(row, ensure_ascii=False) + "\n"))
+  print(f'Found {found} tweets out of {len(rows)}.')
+
+def convert(anon_file, de_anon_file):
+    print('Fetching texts for {}'.format(anon_file))
+    rows = [json.loads(row) for row in open(anon_file, 'r').readlines()]
+    tweets = fetch_tweets(rows)
+    deanon(de_anon_file, rows, tweets)
+
+if __name__ == "__main__":
+  try:
+    CONSUMER_KEY
+    CONSUMER_SECRET
+  except:
+    print('Edit credentials.py to add your Twitter API credentials in the first two lines (CONSUMER_KEY and CONSUMER_SECRET)')
+    print('See here for more information on getting API credentials: https://developer.twitter.com/en/apps')
+    exit(1)
+  auth = tweepy.AppAuthHandler(CONSUMER_KEY , CONSUMER_SECRET)
+  api = tweepy.API(auth, wait_on_rate_limit=True,
+                        wait_on_rate_limit_notify=True,
+                        retry_count=10, retry_delay=60,
+                        retry_errors=[400] + list(range(402,599)))
+  print('This can take some time, so make yourself a cup of Taiwanese oolong tea and let the magic happen!')
+  sleep(3)
+  convert('ReactionGIF.ids.json', 'ReactionGIF.json')
+  print('That\'s it! Hope you enjoyed the ride :)')