Context

This dataset was created to research on various techniques to estimate stress using Photoplesythmograph (PPG) 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

https://ieee-dataport.org/open-access/maus-dataset-mental-workload-assessment-n-back-task-using-wearable-sensor

Inspiration

You can build a mental workload assessment system using the dataset, for example- a SVM based binary classifier model, estimating levels of stress.