https://github.com/ronylpatil/youtube-comment-analyzer

Perform real-time sentiment analysis on live-streaming YouTube comments.
https://github.com/ronylpatil/youtube-comment-analyzer

aws fastapi machine-learning mlops redis-cache

Last synced: about 1 month ago
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Perform real-time sentiment analysis on live-streaming YouTube comments.

• Host: GitHub
• URL: https://github.com/ronylpatil/youtube-comment-analyzer
• Owner: ronylpatil
• License: mit
• Created: 2024-09-27T03:42:43.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2025-02-26T12:18:16.000Z (over 1 year ago)
• Last Synced: 2025-02-26T13:27:18.372Z (over 1 year ago)
• Topics: aws, fastapi, machine-learning, mlops, redis-cache
• Language: Jupyter Notebook
• Homepage: https://medium.com/towards-artificial-intelligence/supercharge-fastapi-with-redis-74f2e70e0d4f
• Size: 5.41 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 5
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
YouTube Comments Analysis

==============================

Perform real-time sentiment analysis on live-streaming YouTube comments.

### CICD Pipeline

[![Prod Model Dockerization](https://github.com/ronylpatil/youtube-comment-analyzer/actions/workflows/prod_model_dockerize.yaml/badge.svg)](https://github.com/ronylpatil/youtube-comment-analyzer/actions/workflows/prod_model_dockerize.yaml)

[![aws deployment](https://github.com/ronylpatil/youtube-comment-analyzer/actions/workflows/aws_deployement.yaml/badge.svg)](https://github.com/ronylpatil/youtube-comment-analyzer/actions/workflows/aws_deployement.yaml)

### Workflow

![workflow](https://github.com/user-attachments/assets/e907ea1c-f7d2-4a9c-9bdc-217c48a51b37)

### Tech Used

[![html](https://img.shields.io/badge/html-red?style=for-the-badge)]()

[![css](https://img.shields.io/badge/css-blue?style=for-the-badge)]()

[![js](https://img.shields.io/badge/javascript-grey?style=for-the-badge&logo=javascript)]()

[![python](https://img.shields.io/badge/python-4682B4?style=for-the-badge&logo=python&logoColor=white)]()

[![dvc](https://img.shields.io/badge/dvc-1CAC78?style=for-the-badge&logo=dvc&logoColor=white)]()

[![mlflow](https://img.shields.io/badge/mlflow-6CB4EE?style=for-the-badge&logo=mlflow&logoColor=white)]()

[![dagshub](https://img.shields.io/badge/dagshub-grey?style=for-the-badge&logo=dagshub&logoColor=white)]()

[![redis](https://img.shields.io/badge/redis-black?style=for-the-badge&logo=redis&logoColor=red)]()

[![sklearn](https://img.shields.io/badge/scikit%20learn-black?style=for-the-badge&logo=scikit-learn&logoColor=white)]()

[![fastapi](https://img.shields.io/badge/fastapi-2E8B57?style=for-the-badge&logo=fastapi&logoColor=white)]()

[![pytest](https://img.shields.io/badge/pytest-B22222?style=for-the-badge&logo=pytest&logoColor=white)]()

[![github_actions](https://img.shields.io/badge/github%20actions-grey?style=for-the-badge&logo=github-actions&logoColor=white)]()

[![docker](https://img.shields.io/badge/docker-blue?style=for-the-badge&logo=docker&logoColor=white)]()

[![aws](https://img.shields.io/badge/aws-orange?style=for-the-badge&logo=amazon&logoColor=black)]()

### Links

[![dagshub](https://img.shields.io/badge/dagshub-click_here-black?style=for-the-badge&logo=mlflow&url=https://dagshub.com/ronylpatil/youtube-comment-analyzer)](https://dagshub.com/ronylpatil/youtube-comment-analyzer)

[![upstash](https://img.shields.io/badge/redis_server-click_here-red?style=for-the-badge&logo=redis&url=https://console.upstash.com/redis)](https://console.upstash.com/redis) 

[![blog](https://img.shields.io/badge/blog-click_here-green?style=for-the-badge&logo=medium&url=https://medium.com/towards-artificial-intelligence/supercharge-fastapi-with-redis-74f2e70e0d4f)](https://medium.com/towards-artificial-intelligence/supercharge-fastapi-with-redis-74f2e70e0d4f)

### Demo

https://github.com/user-attachments/assets/829ddafd-afe9-4894-9624-437dd0846ade

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© 2025 Ronil Patil


[![Website](https://img.shields.io/badge/Made%20with-%E2%9D%A4-important?style=for-the-badge&url=https://www.linkedin.com/in/ronylpatil/)](https://www.linkedin.com/in/ronylpatil/)