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AntiToxicBot is a bot that detects toxics in a chat using Data Science and Machine Learning technologies. The bot will warn admins about toxic users. Also, the admin can allow the bot to ban toxics.

License: MIT License

Python 16.95% Jupyter Notebook 83.05%
telegram-bot nlp-machine-learning machine-learning toxic-comment-classification toxicity-classification toxicity-detection natural-language-processing telegram bot

antitoxicbot's Introduction

AntiToxicBot

AntiToxicBot is a bot that detects toxics in a chat using Data Science and Machine Learning technologies. The bot will warn admins about toxic users. Also, the admin can allow the bot to ban toxics.

Article on habr

First article on habr
Second article on habr

Telegram bot

Telegram bot https://t.me/AntiToxicModeratorbot

antitoxicbot's People

Contributors

chervyakovru avatar denisindenbom avatar

Stargazers

avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar

Watchers

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Forkers

danilovsvl limych aapopov92 kperv chervyakovru aqhali

antitoxicbot's Issues

Username is empty

AntiToxicBot/main.py

Line 243 in 68f46ab

users_stat.append([bot.get_chat_member(message.chat.id, data[chat_id]['user_id'][i]).user.username,'rating ' + str(data[chat_id]['rating'][i]),'toxic '+ str(data[chat_id]['toxic'][i]),'positive '+ str(data[chat_id]['positive'][i])])

If username is not set:
None|rating -0.25|toxic 1|positive 0|
https://core.telegram.org/constructor/user
-- concatenation of first_name and last_name should be used.

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