Open Source Tools & Platforms For Working With Time Series Data

LinkNLearn / homedata

Sensor data from a home. More information in the ReadMe file.

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Open Source Tools & Platforms For Working With Time Series Data #22

Open pwdel opened 5 years ago

pwdel commented 5 years ago

Here are a few tools which are already on the market for working with time-series data in the context of having a "ready to go app," to visualize things.

This is not pure data science, but rather visualization.

https://eagle.io/features https://aws.amazon.com/timestream/

Rankings: https://www.influxdata.com/time-series-database/#ranking

https://kx.com/ https://graphiteapp.org/ https://www.influxdata.com/influxcloud-trial/ https://www.timescale.com/ (open source, built on postgresql)

pwdel commented 5 years ago

Timescale DB tutorial:

https://docs.timescale.com/v1.0/tutorials/tutorial-forecasting

pwdel commented 5 years ago

Rationale:

TimescaleDB is an open-source time-series database optimized for fast ingest and complex queries. It speaks "full SQL" and is correspondingly easy to use like a traditional relational database, yet scales in ways previously reserved for NoSQL databases.