Tip
I wrote a blog post describing this project in detail. Check it out here!
This repository contains a simple end-to-end data engineering pipeline designed to retrieve, transform, and visualize my Fitbit step data.
📊 Check the live dashboard: https://fitbit-steps.streamlit.app/ 📊
- Data retrieval from the Fitbit Web API
- Data loading using dlt
- Data storage and management in BigQuery
- Data transformation using dbt
- Interactive visualization through Streamlit
- Automated deployment with GitHub Actions and hosting on Streamlit Community Cloud