The Jupyter notebook presents a practical data analysis project regarding a high-tech health-oriented product manufacturing company. This company aims to understand how their customers spend their time, meaning, they seek to analyze the data of physical activity from smart devices to uncover new business opportunities. The task involves analyzing the data generated by these devices to understand consumers' usage patterns. These findings will aid in directing the company's marketing strategy.