abusify-id

AbusifyID

Abusiveness Verification in Bahasa Indonesia. Predict the abusiveness level of a sentence, detect abusive words, and filter abusive words.

Live Demo: https://abusifyid.streamlit.app/

Requirements

All requirements below have been installed automatically. Install manually if there are problems:

• [Python 2.6 or higher]
• scikit-learn
• pandas
• nltk
• pymysql
• python-decouple
• fuzzywuzzy
• python-Levenshtein

Installation

Install using pip.

pip install abusify-id

How to Use

Predict Abusiveness

Predict the abusiveness level of a sentence, using text input or .txt file input.

import abusify_id as ai
text = "Anjing, lu tolol ya!"
level = ai.predict_abusiveness(text)
print(level)
... 99.59%

import abusify_id as ai
ai.predict_abusiveness_file("input.txt", "output.txt")
... The results have been saved in a file: output.txt

with decimal_places:

import abusify_id as ai
text = "Anjing, lu tolol ya!"
level = ai.predict_abusiveness(text, decimal_places=5)
print(level)
... 99.59093%

import abusify_id as ai
ai.predict_abusiveness_file("input.txt", "output.txt", decimal_places=4)
... The results have been saved in a file: output.txt

Abusive Word Detector

import abusify_id as ai
text = "Anjing, lu tolol ya!"
detect = ai.abusiveword_detector(text)
print(detect)
... [Anjing](https://stopucapkasar.com/detail.php?id=9), [Tolol](https://stopucapkasar.com/detail.php?id=95)

Abusive Word Filter

import abusify_id as ai
text = "Anjing, lu tolol ya!"
filter = ai.abusiveword_filter(text)
print(filter)
... Sialan, lu bebal ya!

Website

Visit our website: https://stopucapkasar.com/