detectToxicity.py

"""
Github Source: https://github.com/unitaryai/detoxify
saving a glimpse of https://www.section.io/engineering-education/building-a-toxicity-classifier/
Toxicity detection using Detoxify
pip install detoxify
"""

from detoxify import Detoxify
predictor = Detoxify('multilingual')
print(predictor.predict('Why are you so fat?'))

"""
OUTPUT: {'identity_attack': 0.0020285994,
 'insult': 0.8864248,
 'obscene': 0.0039239605,
 'severe_toxicity': 9.833861e-05,
 'sexual_explicit': 0.0007071728,
 'threat': 0.00047757424,
 'toxicity': 0.9415722}
 """