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I think you look for streamlit or dash. Dash is more mature, but streamlit is very easy (not sure it scale well though - don't think so).
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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.
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