I’ve been using Fitbit for about four years, and just downloaded the lifetime data. Has anyone ran interesting model on their health data? What would you recommend to plot, model?

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what variables are available ?

you could see if weight is correlated to other variables (steps, calories consumed, calories burned). in theory weight should be highly correlated to net calories (burned - consumed). obviously the accuracy of the model is predicated on the accuracy of the data.

I would do some smoothing of the too (maybe weekly averages)

Not logging anything that’s long enough for four years except from the one that’s automatically logged.

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