Empatica Electrodermal Activity¶
Sensor parameters description for [EMPATICA_ELECTRODERMAL_ACTIVITY]:
| Key | Description |
|---|---|
[CONTAINER] |
Name of the CSV file containing electrodermal activity 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_electrodermal_activity_raw.csv
- data/raw/{pid}/empatica_electrodermal_activity_with_datetime.csv
- data/interim/{pid}/empatica_electrodermal_activity_features/empatica_electrodermal activity_{language}_{provider_key}.csv
- data/processed/features/{pid}/empatica_electrodermal_activity.csv
Parameters description for [EMPATICA_ELECTRODERMAL_ACTIVITY][PROVIDERS][DBDP]:
| Key | Description |
|---|---|
[COMPUTE] |
Set to True to extract EMPATICA_ELECTRODERMAL_ACTIVITY features from the DBDP provider |
[FEATURES] |
Features to be computed from electrodermal activity intraday data, see table below |
Features description for [EMPATICA_ELECTRODERMAL ACTIVITY][PROVIDERS][DBDP]:
| Feature | Units | Description |
|---|---|---|
| maxeda | microsiemens | The maximum electrical conductance during a time segment. |
| mineda | microsiemens | The minimum electrical conductance during a time segment. |
| avgeda | microsiemens | The average electrical conductance during a time segment. |
| medianeda | microsiemens | The median of electrical conductance during a time segment. |
| modeeda | microsiemens | The mode of electrical conductance during a time segment. |
| stdeda | microsiemens | The standard deviation of electrical conductance during a time segment. |
| diffmaxmodeeda | microsiemens | The difference between the maximum and mode electrical conductance during a time segment. |
| diffminmodeeda | microsiemens | The difference between the mode and minimum electrical conductance during a time segment. |
| entropyeda | nats | Shannon’s entropy measurement based on electrical conductance during a time segment. |
Assumptions/Observations
None