abusify-id 0.11

Abusiveness Verification in Bahasa Indonesia

# 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](https://pypi.org/project/scikit-learn/)

• [pandas](https://pypi.org/project/pandas/)

• [nltk](https://pypi.org/project/nltk/)

• [pymysql](https://pypi.org/project/pymysql/)

• [python-decouple](https://pypi.org/project/python-decouple/)

• [fuzzywuzzy](https://pypi.org/project/fuzzywuzzy/)

• [python-Levenshtein](https://pypi.org/project/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/