I-Spy is a discord and twitter bot 🤖 that keeps a check on usage foul language, hate-speech and NSFW contents

Overview

'I-Spy' is an open innovation project



What is 'I-Spy' ?

I-Spy is a bot which keeps a check on foul language, hate-speech and NSFW content on platforms like discord and twitter. A warning is dropped when our bot comes across similar content. I-spy is the one stop solution to monitor your discord servers and twitter handles against community demons and helps in content moderation.

What problem does it solve ?

Since the boom of the internet, we have seen an exponential rise in spread of foul language and hate-speech across all social media platforms. This is an honest effort to filter what you see and keep your loved ones gaurded against venom spewed by keyboard demons. Don't fret about hateful/NSFW content because we got your back!

How does it work ?

We used a publicly available Kaggle dataset (https://www.kaggle.com/vkrahul/twitter-hate-speech?select=train_E6oV3lV.csv ) for developing an NLP hate speech detection model. We used a basic Logistic Regression model for our purpose , which gave us an accuracy of about 85%. We also used numerous Python libraries/modules like stopwords and Tf-Idf vectorization for data cleaning .

Technologies Used

  • JavaScript

  • Python

  • Machine Learning

  • Flask

  • Node.js

  • HTML5

  • CSS3

Tools Used

  • Canva
  • Figma

Credits

Future Scope

  • Improve model accuracy

  • Optimize the method to search for NSFW links

  • Scan NSFW media shared from local system (not in form of link)

  • DM discord server owners directly regarding frequent offenders

  • Devise a system to monitor and report explicit nicknames used by community members

  • Deploy our API and model so that other developers can use and improve our service

  • Get an official API from Twitter and use it instead of Puppeteer

Owner
Tia Saxena
Sophomore in Computer Science and Technology | MAIT'24
Tia Saxena
Google Drive, OneDrive and Youtube as covert-channels - Control systems remotely by uploading files to Google Drive, OneDrive, Youtube or Telegram

covert-control Control systems remotely by uploading files to Google Drive, OneDrive, Youtube or Telegram using Python to create the files and the lis

Ricardo Ruiz 52 Dec 06, 2022
Building and deploying AWS Lambda Shared Layers

AWS Lambda Shared Layers This repository is hosting the code from the following blog post: AWS Lambda & Shared layers for Python. The goal of this rep

Flaneer 7 Dec 02, 2021
Python client for the iNaturalist APIs

pyinaturalist Introduction iNaturalist is a community science platform that helps people get involved in the natural world by observing and identifyin

Nicolas Noé 79 Dec 22, 2022
Most Simple & Powefull web3 Trade Bot (WINDOWS LINUX) Suport BSC ETH

Most Simple & Powefull Trade Bot (WINDOWS LINUX) What Are Some Pros And Cons Of Owning A Sniper Bot? While having a sniper bot is typically an advanta

GUI BOT 6 Jan 30, 2022
A simple telegram bot to download from Zee5 links

Zee5 Downloader If you find any bugs, report at @TroJanzSupport My Features: 👉 Upload as file/video from any NON-DRM Zee5 link 👉 Permanent thumbnail

TroJanzHEX 95 Dec 20, 2022
A simple tool which automate commands of discord economy bots

A simple tool which automate commands of discord economy bots. Fully configurable using an intuitive configuration made in YAML

SkydenFly 5 Sep 18, 2022
A free and open-source SMS/Call bombing application

TBOMB V0.1 A free and open-source SMS/Call bombing application NOTE: For Termux To use the bomber type the following commands in Termux: pkg install g

ᴀɴᴋɪᴛ ᴋᴜᴍᴀʀ 2 Dec 07, 2021
An powerfull telegram group management anime themed bot.

ErzaScarlet Erza Scarlet is the female deuteragonist of the anime/manga series Fairy Tail. She is an S-class Mage from the Guild Fairy Tail. Like most

ꜱōʜᴇʀᴜ ᴋāɴ (AKA) ꜱᴏʜᴀɪʟ ᴋʜᴀɴ 2 May 19, 2022
Cancel all your follow requests on Instagram.

Unrequester This python code unrequests all your follow requests on Instagram, using selenium. Everything's step-by-step and understanding it is like

ChamRun 3 Apr 09, 2022
This is a repository for the Duke University Cloud Computing course project on Serveless Data Engineering Pipeline. For this project, I recreated the below pipeline.

AWS Data Engineering Pipeline This is a repository for the Duke University Cloud Computing course project on Serverless Data Engineering Pipeline. For

15 Jul 28, 2021
A discord Server Bot made with Python, This bot helps people feel better by inspiring them with motivational quotes or by responding with a great message, also the users of the server can create custom messages by telling the bot with Commands.

A discord Server Bot made with Python, This bot helps people feel better by inspiring them with motivational quotes or by responding with a great message, also the users of the server can create cust

Aran 1 Oct 13, 2021
Projeto Informações Conta do Instagram - Instagram Account Information Project

VESTA-tools A collection of simple tools that proved to be needed for handling large periodic calculations with the VASP software package. distTotCalc

Thiago Souza 1 Dec 02, 2021
A Python app which retrieves the rank and players' equipped skins during a match

VALORANT rank yoinker About The Project Usage Contributing Contact Acknowledgements Disclaimer About The Project Their Queue Current Skin Current Rank

Isaac Kenyon 270 Jan 04, 2023
Bifrost C2. Open-source post-exploitation using Discord API

Bifrost Command and Control What's Bifrost? Bifrost is an open-source Discord BOT that works as Command and Control (C2). This C2 uses Discord API for

38 Dec 05, 2022
Cookies is a project inspired by python cookiecutter but used for terraform generation.

Introduction Cookies is a project inspired by python cookiecutter but used for terraform generation. How to run your terraform After you download your

Digger 6 Mar 14, 2022
A powerfull Zee5 Downloader Bot With Permeneant Thumbnail Support 💯 With Love From NexonHex

Zᴇᴇ5 DL A ᴘᴏᴡᴇʀғᴜʟʟ Zᴇᴇ5 Dᴏᴡɴʟᴏᴀᴅᴇʀ Bᴏᴛ Wɪᴛʜ Pᴇʀᴍᴇɴᴇᴀɴᴛ Tʜᴜᴍʙɴᴀɪʟ Sᴜᴘᴘᴏʀᴛ 💯 Wɪᴛʜ Lᴏᴠᴇ Fʀᴏᴍ NᴇxᴏɴHᴇx Wʜᴀᴛ Cᴀɴ I Dᴏ ? • ɪ ᴄᴀɴ Uᴘʟᴏᴀᴅ ᴀs ғɪʟᴇ/ᴠɪᴅᴇᴏ ғʀᴏᴍ

Psycharmers 4 Jan 19, 2022
One of the best Telegram renamer bot with many new features

Renamer-Bot I think this repo gonna become one of the best renamer open source 🥰 . Please Give a ⭐ if you like this repo and also try following me fo

Ns Bots 97 Jan 06, 2023
Modern, privacy-friendly, and detailed web analytics that works without cookies or JS.

Modern, privacy-friendly, and cookie-free web analytics. Getting started » Screenshots • Features • Office Hours Motivation There are a lot of web ana

R. Miles McCain 2.1k Jan 03, 2023
Forked from 0x36 on github who then rewrote the ida_kernelcache python framework

Forked from 0x36 on github who then rewrote the ida_kernelcache python framework. Sadly 0x36 doesn't seem to have push updates to the project and it took me a very long time to figure out why this wa

Turnerhackz1 6 Dec 13, 2022
troposphere - Python library to create AWS CloudFormation descriptions

troposphere - Python library to create AWS CloudFormation descriptions

4.8k Jan 06, 2023