junos
/
rapids
1
0
Fork 0
Code Issues Pull Requests Projects Releases Wiki Activity
rapids/docs/features/fitbit-heartrate-intraday.md

3.2 KiB
Raw Blame History

Fitbit Heart Rate Intraday

Sensor parameters description for [FITBIT_HEARTRATE_INTRADAY]:

Key                              Description
[CONTAINER] Container where your heart rate intraday data is stored, depending on the data stream you are using this can be a database table, a CSV file, etc.

RAPIDS provider

!!! info "Available time segments" - Available for all time segments

!!! info "File Sequence" bash - data/raw/{pid}/fitbit_heartrate_intraday_raw.csv - data/raw/{pid}/fitbit_heartrate_intraday_with_datetime.csv - data/interim/{pid}/fitbit_heartrate_intraday_features/fitbit_heartrate_intraday_{language}_{provider_key}.csv - data/processed/features/{pid}/fitbit_heartrate_intraday.csv

Parameters description for [FITBIT_HEARTRATE_INTRADAY][PROVIDERS][RAPIDS]:

Key                              Description
[COMPUTE] Set to True to extract FITBIT_HEARTRATE_INTRADAY features from the RAPIDS provider
[FEATURES] Features to be computed from heart rate intraday data, see table below

Features description for [FITBIT_HEARTRATE_INTRADAY][PROVIDERS][RAPIDS]:

Feature Units Description
maxhr beats/mins The maximum heart rate during a time segment.
minhr beats/mins The minimum heart rate during a time segment.
avghr beats/mins The average heart rate during a time segment.
medianhr beats/mins The median of heart rate during a time segment.
modehr beats/mins The mode of heart rate during a time segment.
stdhr beats/mins The standard deviation of heart rate during a time segment.
diffmaxmodehr beats/mins The difference between the maximum and mode heart rate during a time segment.
diffminmodehr beats/mins The difference between the mode and minimum heart rate during a time segment.
entropyhr nats Shannon’s entropy measurement based on heart rate during a time segment.
minutesonZONE minutes Number of minutes the user’s heart rate fell within each heartrate_zone during a time segment.

!!! note "Assumptions/Observations"

1. There are four heart rate zones (ZONE): ``outofrange``, ``fatburn``, ``cardio``, and ``peak``. Please refer to [Fitbit documentation](https://help.fitbit.com/articles/en_US/Help_article/1565.htm) for more information about the way they are computed.