I’m thrilled to announce that we’ve officially started our End-to-End Sentiment Analysis project this week! This marks my first opportunity to lead a project, and I’m incredibly excited for the journey ahead. A big thank you to Shaheer for the opportunity and support! 🙌

Scope of Work:

Data Collection & Storage:

- Fetch YouTube comments using the YouTube API.

- Store structured data in a database for analysis.


ETL Pipeline Setup:

- Automate data fetching, cleaning, and storing with Apache Airflow.

Sentiment Analysis Model:

- Preprocess data, perform EDA, and classify sentiment (positive, negative, neutral) using a Huggingface model.


Model Deployment:

- Develop an interactive web app for real-time analysis using Streamlit/Huggingface.


I'm excited to learn, grow, and share updates as we bring this project to life! 🚀


Team Members:


Shaheer Airaj Ahmed (SDS Project Mentor), Jothi Mani Thondiraj (Project Lead), Vijai Murugan M, Patrick Edosoma, Funmi Ososanya, Oluwatunmise Olaoluwa, Youssef Benihoud, Valeria Salley-Washington, Jana Čadíková, Aryan Amin, Gabriela Gutiérrez Olguín, Teslim Adeyanju, Ravi Venkatesan, and more.

Link to GitHub: https://github.com/SuperDataScience-Community-Projects/SDS-CP020-sentiment-analysis-using-youtube

#MachineLearning #SentimentAnalysis #DataScience #YouTubeAPI #Streamlit #Huggingface #Leadership

Shaheer Airaj Ahmed JOTHI MANI THONDIRAJ
I have installed Docker Desktop on my Windows 11 Home Edition. I cannot run containers as Windows Pro or Enterprise is needed. I have installed WSL and the containers are running on Linux. Online research shows comments where users have said they are not sure of running apps in Docker in Windows running WSL. Is there an alternative to running Airflow without Docker as the middle man? Thanks!

Ravi Venkatesan Actually, Shaheer proposed another way to resolve this issue. I would recommend you to post your questions to the dedicated collab project channel “CP#20 - Sentiment Analysis using YouTube“. Shaheer already answered your question. Hope that helps. Please let me know if you have any other questions.

JOTHI MANI THONDIRAJ thank you!

Admin

Congrats on this new launch JOTHI MANI THONDIRAJ that is such a great project on a commonly interesting topic! Can’t wait to see what this one leads to 🚀

Hadelin de Ponteves Thank you so much!

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