The code is broken into two R scripts. Regressionfitbitdata.R is primarily for communication with the Fitbit API, returning data, and cleaning it to create a data table. The second script regressionoffitbit.R, reads the data and creates a regression model to predict the amount of calories burnt in a day's activities.
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Some R analysis of my Fitbit data
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