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twitter-bot-detection-using-a-svm's Issues

KeyError

This is the current error from running the script:

`(twitterBot) [albertkhoury@albert-pc TwitterBot]$ python main.py
Traceback (most recent call last):
File "/home/albertkhoury/anaconda3/envs/twitterBot/lib/python3.6/site-packages/pandas/core/indexes/base.py", line 2657, in get_loc
return self._engine.get_loc(key)
File "pandas/_libs/index.pyx", line 108, in pandas._libs.index.IndexEngine.get_loc
File "pandas/_libs/index.pyx", line 132, in pandas._libs.index.IndexEngine.get_loc
File "pandas/_libs/hashtable_class_helper.pxi", line 1601, in pandas._libs.hashtable.PyObjectHashTable.get_item
File "pandas/_libs/hashtable_class_helper.pxi", line 1608, in pandas._libs.hashtable.PyObjectHashTable.get_item
KeyError: ('screen_name', 'user_tweeted', 'user_retweeted', 'user_favourited', 'user_replied', 'likes_per_tweet', 'retweets_per_tweet', 'lists_per_user', 'follower_friend_ratio', 'tweet_frequency', 'favourite_tweet_ratio', 'age_of_account_in_days', 'sources_count', 'urls_count', 'cdn_content_in_kb', 'source_identity')

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
File "main.py", line 34, in
le.fit_transform(combined_dataset['screen_name','user_tweeted','user_retweeted', 'user_favourited','user_replied','likes_per_tweet','retweets_per_tweet', 'lists_per_user','follower_friend_ratio','tweet_frequency','favourite_tweet_ratio','age_of_account_in_days','sources_count','urls_count','cdn_content_in_kb','source_identity'])
File "/home/albertkhoury/anaconda3/envs/twitterBot/lib/python3.6/site-packages/pandas/core/frame.py", line 2927, in getitem
indexer = self.columns.get_loc(key)
File "/home/albertkhoury/anaconda3/envs/twitterBot/lib/python3.6/site-packages/pandas/core/indexes/base.py", line 2659, in get_loc
return self._engine.get_loc(self._maybe_cast_indexer(key))
File "pandas/_libs/index.pyx", line 108, in pandas._libs.index.IndexEngine.get_loc
File "pandas/_libs/index.pyx", line 132, in pandas._libs.index.IndexEngine.get_loc
File "pandas/_libs/hashtable_class_helper.pxi", line 1601, in pandas._libs.hashtable.PyObjectHashTable.get_item
File "pandas/_libs/hashtable_class_helper.pxi", line 1608, in pandas._libs.hashtable.PyObjectHashTable.get_item
KeyError: ('screen_name', 'user_tweeted', 'user_retweeted', 'user_favourited', 'user_replied', 'likes_per_tweet', 'retweets_per_tweet', 'lists_per_user', 'follower_friend_ratio', 'tweet_frequency', 'favourite_tweet_ratio', 'age_of_account_in_days', 'sources_count', 'urls_count', 'cdn_content_in_kb', 'source_identity')
`

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