Sentiment Analysis Dashboard Walkthrough — Setup to Testing (Docker + FastAPI)

Description

In this video, I walk through my Sentiment Analysis Dashboard project — from project structure to deployment workflow and testing. First, I explain how the project is organized and how each component works together. Then I run docker compose ps and walk through the running services like backend, frontend, database, and Redis. After that, I show how many posts were analyzed in total and in the last hour, and then I demo the Sentiment Dashboard — explaining the results, scores, emotions, and timestamps. I also tested the project using pytest to make sure everything works correctly, and finally wrapped up with the key learnings and next improvements. This project helped me understand: ✔ FastAPI backend ✔ React dashboard UI ✔ Docker containers ✔ Real-time analytics ✔ Test automation with pytest Thanks for watching! 😊 Feel free to connect or share your feedback.