DOI: 10.5281/zenodo.8431638
title: EmoPulse Moments E4 Dataset (EPM-E4): An Exhaustive Collection of Emotion-Related Data from Empatica E4 Wearable

description: EmoPulse Moments E4 Dataset (EPM-E4): An Exhaustive Collection of Emotion-Related Data from Empatica E4 Wearable


 


 


Description:


The EmoPulse Moments E4 Dataset (EPM-E4) is a meticulously curated dataset, derived from 53 participants using the Empatica E4 wearable, a cutting-edge device capturing emotional responses in real-time. This dataset offers a treasure trove of information for those engrossed in emotion analysis, wearable technology, and psychophysiological research.


Dataset Highlights:



	
Continuous Physiological Data: Including heart rate, electrodermal activity, and skin temperature, revealing the body's emotional state.
	
Motion Tracking: Captures the device's 3D movement, integrating context with emotion.
	
Blood Volume Pulse (BVP): Providing insights into cardiovascular activities related to emotional arousal.
	
Intra-day Variability: Chronicling daily emotional patterns and changes, spotlighting moments of heightened emotional intensity.
	
Wearable-specific Metrics: Device battery levels, operational status, and other key indicators are documented with precision.
	
Consent and Ethics: The dataset respects and upholds privacy and ethical standards. Every participant provided informed consent. This endeavor has received the green light from the Ethics Committee at the University of Granada, documented under the reference: 2100/CEIH/2021.



A major attribute of EPM-E4 is the in-depth exploration of "key moments" within the viewed clips, targeting instances that are predicted to intensify emotional reactions.


Curated Video Clips within Dataset:



	
		
			Film
			Emotion
			Duration (seconds)
		
	
	
		
			The Lover
			Baseline
			43
		
		
			American History X
			Anger
			106
		
		
			Cry Freedom
			Sadness
			166
		
		
			Alive
			Happiness
			310
		
		
			Scream
			Fear
			395
		
	



EPM-E4's groundbreaking focus on these key moments bridges the gap between cinematic events and nuanced physiological responses captured by the Empatica E4 wearable.


Key Emotional Moments in Dataset:



	
		
			Film
			Emotion
			Key moment timestamps (seconds)
		
	
	
		
			American History X
			Anger
			36, 57, 68
		
		
			Cry Freedom
			Sadness
			112, 132, 154
		
		
			Alive
			Happiness
			227, 270, 289
		
		
			Scream
			Fear
			23, 42, 79, 226, 279, 299, 334
		
	



Based on: Gilman, T. L., et al. (2017). A film set for the elicitation of emotion in research. Behavior Research Methods, 49(6). 


With its meticulous design and extensive reach, the EmoPulse Moments E4 Dataset aims to pioneer advances in wearable technology, psychophysiology, and affective computing, furnishing a detailed blueprint for decoding and exploring human emotions via real-time wearable data.

The ethical consent for this dataset was provided by La Comisión de Ética en Investigación de la Universidad de Granada, as documented in the approval titled: 'DETECCIÓN AUTOMÁTICA DE LAS EMOCIONES BÁSICAS Y SU INFLUENCIA EN LA TOMA DE DECISIONES MEDIANTE WEARABLES Y MACHINE LEARNING' registered under 2100/CEIH/2021.