What do you guys use to collect / aggregate / store / analyze your users' data? Do you do any kind of aggregate analysis to get insights into patterns / behaviours?
We store the data in Apache Spark using Databricks and Spark Streaming. We are working on a bunch of really cool aggregate analysis that we plan to surface in the app. Things like how does my car perform vs cars in my same class.
We have to be really careful about user's privacy, so we haven't released much yet other than our dashboard: https://dashboard.automatic.com, but I think we'll be able to start pushing insights directly into the app in the next release.
Shameless plug: have you checked out mnubo.com? We provide a complete data pipeline, from ingestion to visualization, for connected devices like yours. PM me at bborowin@mnubo.com if you'd like know more.
https://spark-summit.org/east-2015/talk/spark-plugs-into-you...
We have to be really careful about user's privacy, so we haven't released much yet other than our dashboard: https://dashboard.automatic.com, but I think we'll be able to start pushing insights directly into the app in the next release.
Best Regards, Rob Ferguson Director of Engineering Automatic Labs https://twitter.com/RobFergusonIII