ChatPPG.
Join free
Dataset

ForDigitStress

forensic digital work stress (E4 + Muse S)

PPGIMUEDATempEEGOsfRaw waveforms
Get data Cite

ForDigitStress project on OSF (w4hke). Constraint / lab task stress with wearables. Strong FEEL arousal results noted in paper narrative.

At a glance
Type
Dataset
Host
Osf (opens in a new tab)
DOI
Not reported
Licence
Not reported
Access
Not reported
Subjects
37
Signals
PPGIMUEDATempEEG
Devices
PPG sites
WristFinger
Setting
Lab
Wrist
Yes
Raw waveforms
Yes
Tasks
StressEmotion
Updated
Oct 27, 2026
ForDigitStress: ChatPPG research summary card

Key numbers

37
Subjects
1
Reference labels
STRESS

How it works

How ForDigitStress works: Devices & body sites → Signals recorded → TasksDevices & body sites: Empatica E4 (Empatica · Wrist). PPG sites: Wrist, Finger. Signals recorded: ForDigitStress, 37 subjects, signals PPG, IMU, EDA, Temperature, EEG. Tasks: Stress.Devices & body sitesEmpatica E4: Empatica · WristEmpatica E4Empatica · WristPPG sites: Wrist, FingerPPG sitesWrist, FingerSignals recordedForDigitStress37 subjectsPPGxyzIMUEDATemperatureEEGTasksStressStress

No model in the hub reports results on this dataset yet.

Sampling
E4 BVP/EDA/ACC/TEMP (standard); Muse S EEG (rates on OSF)
Reference labels
stress
Device roles
Study wearable (IMU)

Devices· 1

Product photograph of a black Empatica E4 wristband, seen from above
Empatica E4
Empatica · Wrist
PPGIMUEDATemp
Product image: Empatica

Full photo credits, sources and licences are on each device page.

Models trained or evaluated on it

No model in the hub reports results on ForDigitStress yet. Be the first: results submitted with a paper are added here.

Papers using it· 1

FAQ

How many subjects are in ForDigitStress?

ForDigitStress has data from 37 subjects, as listed in its research record.

What signals does ForDigitStress include?

ForDigitStress includes PPG, EDA, accelerometer, skin temperature and EEG data. Sampling rate as recorded: E4 BVP/EDA/ACC/TEMP (standard); Muse S EEG (rates on OSF). Raw waveforms are included.

What can ForDigitStress be used for?

Research tasks it supports: stress detection and emotion recognition. Reference labels: stress.

How do I get ForDigitStress, and what is its licence?

It is hosted on OSF at https://osf.io/w4hke/. No licence is recorded for it here, so check the terms on the source page before you use it.

Was ForDigitStress recorded with a wrist-worn device?

Yes. Its record lists wrist-worn recording.

Cite

No citation metadata yet.

Cite the ChatPPG record

Cite the dated snapshot 2026-10 for a fixed, reproducible version. Please also cite the original publications listed above.

APA

ChatPPG. (2026). ForDigitStress: dataset record (Version 2026-10) [Data set]. ChatPPG Research Hub. https://chatppg.com/research/datasets/fordigitstress

BibTeX
@misc{chatppg_dataset_fordigitstress,
  author       = {{ChatPPG}},
  title        = {{ForDigitStress: dataset record}},
  year         = {2026},
  month        = oct,
  version      = {2026-10},
  howpublished = {\url{https://chatppg.com/research/datasets/fordigitstress}},
  note         = {ChatPPG Research Hub, Snapshot 2026-10, https://chatppg.com/research/snapshots/2026-10}
}
CITATION.cff
cff-version: 1.2.0
message: "If you use this resource, please cite it as below."
type: dataset
title: "ForDigitStress: dataset record"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/datasets/fordigitstress"
repository-artifact: "https://chatppg.com/research/snapshots/2026-10"
version: "2026-10"
date-released: "2026-10-27"

History

  1. Record updated

Articles and algorithm explainers

Same tasks, signals and research

Papers

Datasets