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import os | |
class wording_choice_aggregator(): | |
""" | |
A class used for retrieving frequencies based on wording in a message | |
""" | |
def get_frequency_of_capatalised_words(self, text): | |
""" | |
A function used to retrieve the frequencies of capitalised words in a dataset | |
:param text: | |
:return: the frequency of capitalised words in a dataset | |
""" | |
number_of_capatalised_words = 0 | |
for word in text.split(" "): | |
if word.isupper(): | |
number_of_capatalised_words = number_of_capatalised_words + 1 | |
total_number_of_words = len(text.split(" ")) | |
frequency = number_of_capatalised_words / total_number_of_words | |
return frequency | |
def get_frequency_of_violent_or_curse_words(self, text, violent_words_datasets_location): | |
""" | |
A function ued for retrieving the frequencies of violent words in a dataset | |
:param text: | |
:return: the frequency of violent words in a dataset | |
""" | |
dataset_folder = os.path.join(os.getcwd(), violent_words_datasets_location) | |
list_of_violent_or_curse_words = [] | |
# Retrieves all words in all of the files in the violent or curse word datasets | |
for filename in os.listdir(dataset_folder): | |
with open(os.path.join(dataset_folder, filename), 'r') as file: | |
for line in file.readlines(): | |
line = line.strip().replace("\n", " ").replace(",", "") | |
list_of_violent_or_curse_words.append(line) | |
number_of_swear_words = 0 | |
for word in text.split(" "): | |
if word in list_of_violent_or_curse_words: | |
number_of_swear_words = number_of_swear_words + 1 | |
total_number_of_words = len(text.split(" ")) | |
frequency = number_of_swear_words / total_number_of_words | |
return frequency | |