Comment by cactusfrog

I’m working in biotech. I think creating “curated” materialized views with dbt + datawarehouse or duck db + using webgl with d3 will be best long term solution https://blog.scottlogic.com/2020/05/01/rendering-one-million... .

Matplotlib works well for static plots. Altair and others freeze at around 4000 data points, which is crazy. Streamlit + matplotlib is impossible to maintain but is quick to get up and running.