Published December 19, 2023 | Version 1.0.0
Dataset Open

EmoWear Data

  • 1. University of Antwerp - imec, IDLab - Faculty of Applied Engineering, Sint-Pietersvliet 7, 2000 Antwerp, Belgium
  • 2. Department of Communication Studies, Faculty of Social Sciences, University of Antwerp, 2000 Antwerp, Belgium

Description

EmoWear is a wearable physiological and motion dataset for emotion recognition and context awareness. Data is recorded from 49 participants who watched emotionally-eliciting video clips, and reported their emotions via Self Assessment Manikins (SAM). Peripheral tasks of walking, talking, and drinking were also included. The sensor data includes: Acceleration (ACC) and Gyroscope (GYRO) data recorded form the chest, Electrocardiography (ECG), Blood Volume Pulse (BVP), Respiration (RSP), Electrodermal Activity (EDA), and Skin Temperature (SKT). The dataset is provided in three packages: "raw" package with the original collected data, "mat" and "csv" packages with the cleaned and synchronized data in Matlab and Comma Separated Values formats. Sample zip file includes sample data from all three packages of "raw", "mat", and "csv", so that the users can determine the package that meets their needs without a full dataset download. Full data descriptor is published in Scientific Data with doi: 10.1038/s41597-024-03429-3 and can be accessed via the follwoing shortened URL: https://rdcu.be/dLhkS.

Files

csv.zip

Files (23.9 GB)

Name Size Download all
md5:8157ec5e81c1c979d4cd2614bd4c3f89
6.7 GB Preview Download
md5:4a62f4292659b03764d388ff4a615628
10.0 GB Preview Download
md5:d5dfd9a877b13fda3f3e1a24e1fe3fdf
82.3 kB Preview Download
md5:67dfc112a3eb199a6be506ac64797d1e
7.9 kB Preview Download
md5:20a8d894c05472e487af5d8bb0c59599
6.5 GB Preview Download
md5:e0b3fa12da1b814c80f26678b5dc3592
679.7 MB Preview Download