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dbt-core
dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
In addition I send all my data to BigQuery from Firebase (there is a direction built in connection). All my data is transformed using dbt. The data that gets fed into the frontend is actually transformed data from dbt!
Streamlit.io a really cool python library I found that helps create data tools really quickly to put on the web. It was the quickest way to make an MVP for me so I chose this and focused primarily on the backend.