4.2 KiB
4.2 KiB
Fitbit Heart Rate Summary
Sensor parameters description for [FITBIT_HEARTRATE_SUMMARY]
:
Key | Description |
---|---|
[CONTAINER] |
Container where your heart rate summary 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" - Only available for segments that span 1 or more complete days (e.g. Jan 1st 00:00 to Jan 3rd 23:59)
!!! info "File Sequence"
bash - data/raw/{pid}/fitbit_heartrate_summary_raw.csv - data/raw/{pid}/fitbit_heartrate_summary_with_datetime.csv - data/interim/{pid}/fitbit_heartrate_summary_features/fitbit_heartrate_summary_{language}_{provider_key}.csv - data/processed/features/{pid}/fitbit_heartrate_summary.csv
Parameters description for [FITBIT_HEARTRATE_SUMMARY][PROVIDERS][RAPIDS]
:
Key | Description |
---|---|
[COMPUTE] |
Set to True to extract FITBIT_HEARTRATE_SUMMARY features from the RAPIDS provider |
[FEATURES] |
Features to be computed from heart rate summary data, see table below |
Features description for [FITBIT_HEARTRATE_SUMMARY][PROVIDERS][RAPIDS]
:
Feature | Units | Description |
---|---|---|
maxrestinghr | beats/mins | The maximum daily resting heart rate during a time segment. |
minrestinghr | beats/mins | The minimum daily resting heart rate during a time segment. |
avgrestinghr | beats/mins | The average daily resting heart rate during a time segment. |
medianrestinghr | beats/mins | The median of daily resting heart rate during a time segment. |
moderestinghr | beats/mins | The mode of daily resting heart rate during a time segment. |
stdrestinghr | beats/mins | The standard deviation of daily resting heart rate during a time segment. |
diffmaxmoderestinghr | beats/mins | The difference between the maximum and mode daily resting heart rate during a time segment. |
diffminmoderestinghr | beats/mins | The difference between the mode and minimum daily resting heart rate during a time segment. |
entropyrestinghr | nats | Shannon’s entropy measurement based on daily resting heart rate during a time segment. |
sumcaloriesZONE | cals | The total daily calories burned within heartrate_zone during a time segment. |
maxcaloriesZONE | cals | The maximum daily calories burned within heartrate_zone during a time segment. |
mincaloriesZONE | cals | The minimum daily calories burned within heartrate_zone during a time segment. |
avgcaloriesZONE | cals | The average daily calories burned within heartrate_zone during a time segment. |
mediancaloriesZONE | cals | The median of daily calories burned within heartrate_zone during a time segment. |
stdcaloriesZONE | cals | The standard deviation of daily calories burned within heartrate_zone during a time segment. |
entropycaloriesZONE | nats | Shannon’s entropy measurement based on daily calories burned within 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.
2. Calories' accuracy depends on the users’ Fitbit profile (weight, height, etc.).