Save data from Fitbit Takeout to an SQLite database
Project description
fitbit-to-sqlite
Save data from Fitbit Takeout to an SQLite database.
How to install
$ pip install fitbit-to-sqlite
Request your Fitbit data from the Export Your Account Archive
section on this page https://www.fitbit.com/settings/data/export - wait for the email and download the zip file.
This tool only supports a subset of the available data sources. More will be added over time.
Resting Heart Rate
You can import data on your resting heart rate over time by using this command:
$ fitbit-to-sqlite resting-heart-rate fitbit.db MyFitbitData.zip
This will create a database file called fitbit.db
if one does not already exist.
Distance
You can import data on the distance you have travelled each minute of each day by using the following command. Note that this also creates an analysis view called distance_v
which converts the distances to km and miles.
$ fitbit-to-sqlite distance fitbit.db MyFitbitData.zip
Minutes Active
You can import data on your activity minutes, which Fitbit classifies into Sedentary
, Lightly Active
, Moderately Active
and Very Active
using the following command. Note that this creates separate database tables for each, but they are also combined together into a view for analysis called minutes_active_v
.
$ fitbit-to-sqlite minutes-active fitbit.db MyFitbitData.zip
Exercise
You can import data on your exercise activities using the following command. Note that this imports a subset of all fields.
$ fitbit-to-sqlite exercise fitbit.db MyFitbitData.zip
Sleep
You can import sleep log data using the following command. Note that some fields are only populated for sleep captured in stages
. A second table called sleep_scores
is also created which includes the scores (out of 100) which Fitbit have started generating.
$ fitbit-to-sqlite sleep fitbit.db MyFitbitData.zip
Heart Rate Zones
You can import data on the time you have spent across the four heart rate zones which Fitbit defines based on your maximum heart rate. In the app these are usually referred to as "Below Zones", "Fat Burn", "Cardio" and "Peak" but here they are imported as below_zone_1
, in_zone_1
, in_zone_2
and in_zone_3
.
$ fitbit-to-sqlite heart-rate-zones fitbit.db MyFitbitData.zip
Browsing your data with Datasette
Once you have imported Fitbit data into an SQLite database file you can browse your data using Datasette. Install Datasette like so:
$ pip install datasette
Now browse your data by running this and then visiting http://localhost:8001/
$ datasette fitbit.db
Thanks
This package is heavily inspired by the interesting work on Personal Analytics which Simon Willison has been doing here.
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