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

50 lines
3.2 KiB
Markdown
Raw Normal View History

Update Fitbit docs: HR & Steps
2020-11-19 18:30:16 +01:00
# Fitbit Heart Rate Intraday
Sensor parameters description for `[FITBIT_HEARTRATE_INTRADAY]`:
|Key                              | Description |
|----------------|-----------------------------------------------------------------------------------------------------------------------------------
Migrate fitbit features to new data stream
2021-03-12 18:38:36 +01:00
|`[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. |
Update Fitbit docs: HR & Steps
2020-11-19 18:30:16 +01:00
## RAPIDS provider
Refactor day segments to time segments
2020-12-03 00:41:03 +01:00
!!! info "Available time segments"
- Available for all time segments
Update Fitbit docs: HR & Steps
2020-11-19 18:30:16 +01:00
!!! info "File Sequence"
```bash
- data/raw/{pid}/fitbit_heartrate_intraday_raw.csv
Migrate fitbit features to new data stream
2021-03-12 18:38:36 +01:00
- data/raw/{pid}/fitbit_heartrate_intraday_with_datetime.csv
Update Fitbit docs: HR & Steps
2020-11-19 18:30:16 +01:00
- 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|
|-------------------------- |-------------- |---------------------------|
Refactor day segments to time segments
2020-12-03 00:41:03 +01:00
|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.
Update Fitbit docs: HR & Steps
2020-11-19 18:30:16 +01:00
!!! 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.