Is there a Supabase but for Data Analytics? (open source and amazing but it's for data analytics)

It depends on your scope, you could definitely consider using https://streamlit.io/ or even apache spark. It depends on what data you are going to analyze and whether you need ML. Cube could also be an option for you depending on the needs: https://cube.dev/