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refuting.py
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refuting.py
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#======================================================
#===================refuting.py==============
#======================================================
from clean import clean
def mutual_information_title(string):
_key_words = [
#reportedly
#'reportedly'
'according',
'said',
'reported',
'told',
#claim
#'claim'
'claimed',
'said',
'would',
'false',
#hoax
#'hoax'
'culkin',
'macaulay',
'internet',
'story',
#fake
#'fake'
'facebook',
'site',
'real',
'website',
]
X = []
clean_headline = clean(string)
features = [1 if word in clean_headline else 0 for word in _key_words]
X.append(features)
return X
def mutual_information_body(string):
_key_words = [
#reportedly
#'reportedly'
'according',
'said',
'reported',
'told',
#claim
#'claim'
'claimed',
'said',
'would',
'false',
#hoax
#'hoax'
'culkin',
'macaulay',
'internet',
'story',
#fake
#'fake'
'facebook',
'site',
'real',
'website',
]
X = []
clean_headline = clean(string)
features = [1 if word in clean_headline else 0 for word in _key_words]
X.append(features)
return X
def refuting_features_title(string):
_refuting_words = [
#refuting words
'fake',
'fraud',
'hoax','hoaxer',
'false',
'deny', 'denies',
'despite',
'nope',
'doubt',
'bogus',
'debunk',
'pranks',
'retract',
'lie',
'not',
'no',
'didn',
#discussion words
'reportedly','report',
'likely',
'probably',
'according',
'might',
'said',
#key word
'update'
#question mark
'?',
]
X = []
clean_headline = clean(string)
features = [1 if word in clean_headline else 0 for word in _refuting_words]
X.append(features)
return X
def refuting_features_body(string):
_refuting_words = [
#refuting words
'fake',
'fraud',
'hoax','hoaxer',
'false',
'deny', 'denies',
'despite',
'nope',
'doubt',
'bogus',
'debunk',
'pranks',
'retract',
'lie',
#discussion words
'reportedly','report',
'likely',
'probably',
'according',
'might',
#key word
'update'
]
X = []
clean_headline = clean(string)
features = [1 if word in clean_headline else 0 for word in _refuting_words]
X.append(features)
return X