empatica_zip¶
This data stream handles Empatica sensor data downloaded as zip files using the E4 Connect.
Container¶
You need to create a subfolder for every participant named after their device id inside the folder specified by [EMPATICA_DATA_STREAMS][empatica_zipfiles][FOLDER]. You can add one or more Empatica zip files to any subfolder.
The script to connect and download data from this container is at:
src/data/streams/empatica_zip/container.R
Format¶
The format.yaml maps and transforms columns in your raw data stream to the mandatory columns RAPIDS needs for Empatica sensors. This file is at:
src/data/streams/empatica_zip/format.yaml
All columns are mutated from the raw data in the zip files so you don’t need to modify any column mappings.
EMPATICA_ACCELEROMETER
RAPIDS_COLUMN_MAPPINGS
| RAPIDS column | Stream column |
|---|---|
| TIMESTAMP | timestamp |
| DEVICE_ID | device_id |
| DOUBLE_VALUES_0 | double_values_0 |
| DOUBLE_VALUES_1 | double_values_1 |
| DOUBLE_VALUES_2 | double_values_2 |
MUTATION
- COLUMN_MAPPINGS (None)
- SCRIPTS (None)
EMPATICA_HEARTRATE
RAPIDS_COLUMN_MAPPINGS
| RAPIDS column | Stream column |
|---|---|
| TIMESTAMP | timestamp |
| DEVICE_ID | device_id |
| HEARTRATE | heartrate |
MUTATION
- COLUMN_MAPPINGS (None)
- SCRIPTS (None)
EMPATICA_TEMPERATURE
RAPIDS_COLUMN_MAPPINGS
| RAPIDS column | Stream column |
|---|---|
| TIMESTAMP | timestamp |
| DEVICE_ID | device_id |
| TEMPERATURE | temperature |
MUTATION
- COLUMN_MAPPINGS (None)
- SCRIPTS (None)
EMPATICA_ELECTRODERMAL_ACTIVITY
RAPIDS_COLUMN_MAPPINGS
| RAPIDS column | Stream column |
|---|---|
| TIMESTAMP | timestamp |
| DEVICE_ID | device_id |
| ELECTRODERMAL_ACTIVITY | electrodermal_activity |
MUTATION
- COLUMN_MAPPINGS (None)
- SCRIPTS (None)
EMPATICA_BLOOD_VOLUME_PULSE
RAPIDS_COLUMN_MAPPINGS
| RAPIDS column | Stream column |
|---|---|
| TIMESTAMP | timestamp |
| DEVICE_ID | device_id |
| BLOOD_VOLUME_PULSE | blood_volume_pulse |
MUTATION
- COLUMN_MAPPINGS (None)
- SCRIPTS (None)
EMPATICA_INTER_BEAT_INTERVAL
RAPIDS_COLUMN_MAPPINGS
| RAPIDS column | Stream column |
|---|---|
| TIMESTAMP | timestamp |
| DEVICE_ID | device_id |
| INTER_BEAT_INTERVAL | inter_beat_interval |
MUTATION
- COLUMN_MAPPINGS (None)
- SCRIPTS (None)
EMPATICA_EMPATICA_TAGS
RAPIDS_COLUMN_MAPPINGS
| RAPIDS column | Stream column |
|---|---|
| TIMESTAMP | timestamp |
| DEVICE_ID | device_id |
| TAGS | tags |
MUTATION
- COLUMN_MAPPINGS (None)
- SCRIPTS (None)