Empatica Heart Rate¶
Sensor parameters description for [EMPATICA_HEARTRATE]:
| Key | Description |
|---|---|
[CONTAINER] |
Name of the CSV file containing heart rate data that is compressed inside an Empatica zip file. Since these zip files are created automatically by Empatica, there is no need to change the value of this attribute. |
DBDP provider¶
Available time segments and platforms
- Available for all time segments
File Sequence
- data/raw/{pid}/empatica_heartrate_raw.csv
- data/raw/{pid}/empatica_heartrate_with_datetime.csv
- data/interim/{pid}/empatica_heartrate_features/empatica_heartrate_{language}_{provider_key}.csv
- data/processed/features/{pid}/empatica_heartrate.csv
Parameters description for [EMPATICA_HEARTRATE][PROVIDERS][DBDP]:
| Key | Description |
|---|---|
[COMPUTE] |
Set to True to extract EMPATICA_HEARTRATE features from the DBDP provider |
[FEATURES] |
Features to be computed from heart rate intraday data, see table below |
Features description for [EMPATICA_HEARTRATE][PROVIDERS][DBDP]:
| Feature | Units | Description |
|---|---|---|
| maxhr | beats | The maximum heart rate during a time segment. |
| minhr | beats | The minimum heart rate during a time segment. |
| avghr | beats | The average heart rate during a time segment. |
| medianhr | beats | The median of heart rate during a time segment. |
| modehr | beats | The mode of heart rate during a time segment. |
| stdhr | beats | The standard deviation of heart rate during a time segment. |
| diffmaxmodehr | beats | The difference between the maximum and mode heart rate during a time segment. |
| diffminmodehr | beats | 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. |
Assumptions/Observations
We extract the previous features based on the average heart rate values computed in 10-second windows.