search

Kushal997-das / Project-Guidance

:octocat:🌟 The Ultimate resources for beginner to advanced level projects all in one place 💻 🎯🚀
https://project-guidance-blush.vercel.app/
MIT License
514 stars 385 forks source link

Add Twitter Sentiment Analysis Project #1411

Open rishikaa1 opened 1 week ago

rishikaa1 commented 1 week ago

I would like to propose adding a new project focused on sentiment analysis of Twitter data under advanced level in machine learning. It will demonstrate how to analyze public sentiment on various topics by processing live tweets.

github-actions[bot] commented 1 week ago

@rishikaa1

It's great having you contribute to this project

Thanks for opening this Issue 🙌 , Welcome to Project Guidance 💖 We will review everything and get back to you.
Make sure to give a star to this repo before making a fork! Thank you :)

SakiraAli1115 commented 1 week ago

I am the mentor of this project. Hello @rishikaa1 I appreciate your pull issue Can you describe little bit and give screenshots!!

rishikaa1 commented 5 days ago

@SakiraAli1115 hello. this project will implement a sentiment analysis model for classifying tweets into three categories: positive, negative, and neutral. it will utilize dataset from Kaggle to analyze public sentiment through tweets, instead of relying on the Twitter API for live data, which has become more restrictive these days.

I will build and train a logistic regression classifier to predict tweet sentiments, along with providing performance metrics and visualizations for added details and interpretation.

Sample screenshot: Snap

SakiraAli1115 commented 5 days ago

@rishikaa1 Tell me where you can contribute? @Kushal997-das kindly assign this issue!!!!

rishikaa1 commented 5 days ago

@SakiraAli1115 i want to contribute this project to the advanced level under machine learning.

SakiraAli1115 commented 5 days ago

@rishikaa1 like under GSSoC'24 extended edition and hacktoberfest?

rishikaa1 commented 5 days ago

@SakiraAli1115 yes

rishikaa1 commented 4 days ago

@SakiraAli1115 hey, i was thinking if i could implement this same project using deep learning to achieve better accuracy and add both models to the repo if assigned?

Kushal997-das commented 4 days ago

@rishikaa1 We will determine whether it falls under advanced or intermediate. For now, please mention which program it is under, as requested by Mentor @SakiraAli1115 . Kindly reply there first.

rishikaa1 commented 4 days ago

@Kushal997-das i have replied that i want to contribute under GSSoC'24 extended and hacktoberfest.

rishikaa1 commented 20 hours ago

@Kushal997-das @SakiraAli1115 could you tell me under which section in machine learning should i add this project?