Python Corpus Examples

Example #1

File: starter.py Project: ahmad-elbatanouni/sentimental-analyzer

def index():
    if request.method == 'POST':
        positive_training_data_path = './data/positive_x'
        negative_training_data_path = './data/negative_x'

        positive_corpus = Corpus()
        negative_corpus = Corpus()

        positive_corpus.load_from_directory(positive_training_data_path)
        negative_corpus.load_from_directory(negative_training_data_path)

        classifier = Classifier(positive_corpus, negative_corpus)
        classifying_output = classifier.classify(request.form['nicedit-message'])
        return render_template('index.html', co=classifying_output)
        
    return render_template('index.html')

Example #2

File: sentiment_analysis.py Project: ahmad-elbatanouni/sentimental-analyzer

from sentimental_analysis import Corpus
from sentimental_analysis import Classifier

positive_training_data_path = './data/positive_x'
negative_training_data_path = './data/negative_x'

positive_corpus = Corpus()
negative_corpus = Corpus()

positive_corpus.load_from_directory(positive_training_data_path)
negative_corpus.load_from_directory(negative_training_data_path)

classifier = Classifier(positive_corpus, negative_corpus)

# print classifier.classify("It is sunny today")
print classifier.classify("i'm in love with this thing")