Empatica Temperature¶
Sensor parameters description for [EMPATICA_TEMPERATURE]:
| Key | Description |
|---|---|
[CONTAINER] |
Name of the CSV file containing temperature 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_temperature_raw.csv
- data/raw/{pid}/empatica_temperature_with_datetime.csv
- data/interim/{pid}/empatica_temperature_features/empatica_temperature_{language}_{provider_key}.csv
- data/processed/features/{pid}/empatica_temperature.csv
Parameters description for [EMPATICA_TEMPERATURE][PROVIDERS][DBDP]:
| Key | Description |
|---|---|
[COMPUTE] |
Set to True to extract EMPATICA_TEMPERATURE features from the DBDP provider |
[FEATURES] |
Features to be computed from temperature intraday data, see table below |
Features description for [EMPATICA_TEMPERATURE][PROVIDERS][DBDP]:
| Feature | Units | Description |
|---|---|---|
| maxtemp | degrees C | The maximum temperature during a time segment. |
| mintemp | degrees C | The minimum temperature during a time segment. |
| avgtemp | degrees C | The average temperature during a time segment. |
| mediantemp | degrees C | The median of temperature during a time segment. |
| modetemp | degrees C | The mode of temperature during a time segment. |
| stdtemp | degrees C | The standard deviation of temperature during a time segment. |
| diffmaxmodetemp | degrees C | The difference between the maximum and mode temperature during a time segment. |
| diffminmodetemp | degrees C | The difference between the mode and minimum temperature during a time segment. |
| entropytemp | nats | Shannon’s entropy measurement based on temperature during a time segment. |
Assumptions/Observations
None