def word_frequency(training_set, training_label):
    '''
    Fake News Frequency Counter
    '''
    real_frequency_dictionary = {}
    fake_frequency_dictionary = {}

    for i in range(len(training_set)):
        title = training_set[i]
        label = training_label[i]
        words = title.split(" ")
        for word in list(set(words)):
            if label == 1:
                if word not in real_frequency_dictionary:
                    real_frequency_dictionary[word] = 1
                else:
                    real_frequency_dictionary[word] += 1

                if word not in fake_frequency_dictionary:
                    fake_frequency_dictionary[word] = 0

            elif label == 0:
                if word not in fake_frequency_dictionary:
                    fake_frequency_dictionary[word] = 1
                else:
                    fake_frequency_dictionary[word] += 1

                if word not in real_frequency_dictionary:
                    real_frequency_dictionary[word] = 0

    return real_frequency_dictionary, fake_frequency_dictionary