Used publicly availble wearable data to perform following:
- Data cleaning and pre-processing
- Feature engineering
- Exploratory data analysis
The data contains electrodermal activity, heart rate, blood volume pulse, skin surface temperature, inter beat interval and accelerometer data recorded during three exam sessions (midterm 1, midterm 2 and final) as well as their corresponding grades. The Data file contains folders of 10 student, each participants named as S1, S2, etc.
Data: https://physionet.org/content/wearable-exam-stress/1.0.0/