dlt-hub / ga4-internal-dashboard-demo

Google Analytics 4 (GA4) Internal Dashboard Demo

Overview

1. We first created a dlt pipeline that could load data from google analytics 4 into a local duckdb database

2. We then developed a streamlit app locally with the duckdb data

3. After we created a pipeline and a streamlit app, we decided to move our process from local to remote for deployment

4. We created a Google Cloud VM instance and set up a postgres database in it

5. We deployed our dlt pipeline to load data onto this Postgres database daily using GitHub Actions

6. We then finally delpoyed our streamlit app on the VM instance and modified it so that it reads data from the Postgres database inside the VM