Organized GSR data values perfect for mental workload assessment
Dataset Description
Context
This dataset was created to research on various techniques to estimate stress using Galvanic Skin Response signals.
Content
The dataset consists of two zipped files-
- Low_MWL (Low Mental workload section)
- High_MWL (High Mental workload section)
Each file contains 22 csv files corresponding to ppg data of 22 persons (20 males and 2 females).
The data is generated after pre-processing of MAUS dataset.
Acknowledgements
Inspiration
You can build a mental workload assessment system using the dataset, for example- a Transfer Learning based binary classifier model, estimating levels of stress.
Related Dataset
https://www.kaggle.com/datasets/krishd123/ppg-collection-for-cognitive-strain
