def adjectiveQuantity(lista): #intra la modifiers
listaText = politifacts_preprocessing.cleaningTextData(lista)
adjective_quantity = []
for item in listaText:
nbrOfAdjectives = 0
for i in item[0]:
if i[1] == "JJ" or i[1] == "JJR" or i[1] == "JJS":
nbrOfAdjectives = nbrOfAdjectives + 1
adjective_quantity.append(nbrOfAdjectives)
return adjective_quantity
def firstPersonSingularPronounsQuantity(lista):
listaText = politifacts_preprocessing.cleaningTextData(lista)
pronoun_quantity = []
for item in listaText:
nbrOfPronouns = 0
for i in item[0]:
if i[0] == "i" or i[0] == "me" or i[0] == "my" or i[0] == "mine":
nbrOfPronouns = nbrOfPronouns + 1
pronoun_quantity.append(nbrOfPronouns)
return pronoun_quantity
def adverbQuantity(lista): #intra la modifiers
listaText = politifacts_preprocessing.cleaningTextData(lista)
adverb_quantity = []
for item in listaText:
nbrOfAdverbs = 0
for i in item[0]:
if i[1] == "RB" or i[1] == "RBR" or i[1] == "RBS":
nbrOfAdverbs = nbrOfAdverbs + 1
adverb_quantity.append(nbrOfAdverbs)
return adverb_quantity
def secondPersonPronounQuantity(lista):
listaText = politifacts_preprocessing.cleaningTextData(lista)
pronoun_quantity = []
for item in listaText:
nbrOfPronouns = 0
for i in item[0]:
if i[0] == "you" or i[0] == "your" or i[0] == "yours":
nbrOfPronouns = nbrOfPronouns + 1
pronoun_quantity.append(nbrOfPronouns)
return pronoun_quantity
def firstPersonPluralPronounsQuantity(lista):
listaText = politifacts_preprocessing.cleaningTextData(lista)
pronoun_quantity = []
for item in listaText:
nbrOfPronouns = 0
for i in item[0]:
if i[0] == "we" or i[0] == "us" or i[0] == "our" or i[0] == "ours":
nbrOfPronouns = nbrOfPronouns + 1
pronoun_quantity.append(nbrOfPronouns)
return pronoun_quantity
def pronounQuantity(lista):
# listaText = cleaningTextData(makenewdata(trueOrFalseST))
listaText = politifacts_preprocessing.cleaningTextData(lista)
pronoun_quantity = []
for item in listaText:
nbrOfPronouns = 0
for i in item[0]:
if i[1] == "PRP" or i[1] == "PRP$" or i[1] == "WP" or i[1] == "WP$":
nbrOfPronouns = nbrOfPronouns + 1
pronoun_quantity.append(nbrOfPronouns)
return pronoun_quantity
def verbQuantity(lista):
listaText = politifacts_preprocessing.cleaningTextData(lista)
verb_quantity = []
for item in listaText:
nbrOfVerbs = 0
for i in item[0]:
if i[1] == "VB" or i[1] == "VBD" or i[1] == "VBG" or i[
1] == "VBN" or i[1] == "VBP" or i[1] == "VBZ":
nbrOfVerbs = nbrOfVerbs + 1
verb_quantity.append(nbrOfVerbs)
return verb_quantity
def averageWordLengthPerPhrase(
lista
): #raportul dintre lungimea frazei(in caractere) si nr de cuvinte continute de fraza
listaText = politifacts_preprocessing.cleaningTextData(lista)
average_length = []
for prop in listaText:
suma = 0
for word in prop[0]:
suma = suma + len(word[0])
average_length.append(suma / len(prop[0]))
return average_length
def exclusiveTermsQuantity(lista): #but, except, without, exclude
listaText = politifacts_preprocessing.cleaningTextData(lista)
exclusive_terms_quantity = []
for item in listaText:
nbrOfExclusiveTerms = 0
for i in item[0]:
if i[0].lower() == "but" or i[0].lower() == "except" or i[0].lower(
) == "without" or i[0].lower() == "exclude":
nbrOfExclusiveTerms = nbrOfExclusiveTerms + 1
exclusive_terms_quantity.append(nbrOfExclusiveTerms)
return exclusive_terms_quantity
def thirdPersonPluralPronounQuantity(lista):
listaText = politifacts_preprocessing.cleaningTextData(lista)
pronoun_quantity = []
for item in listaText:
nbrOfPronouns = 0
for i in item[0]:
if i[0] == "they" or i[0] == "their" or i[0] == "theirs" or i[
0] == "them":
nbrOfPronouns = nbrOfPronouns + 1
pronoun_quantity.append(nbrOfPronouns)
return pronoun_quantity
def thirdPersonSingularPronounQuantity(lista):
listaText = politifacts_preprocessing.cleaningTextData(lista)
pronoun_quantity = []
for item in listaText:
nbrOfPronouns = 0
for i in item[0]:
if i[0] == "he" or i[0] == "him" or i[0] == "his" or i[
0] == "she" or i[0] == "her" or i[0] == "hers" or i[
0] == "it" or i[0] == "its":
nbrOfPronouns = nbrOfPronouns + 1
pronoun_quantity.append(nbrOfPronouns)
return pronoun_quantity