A family clinic contains a dataset as uploaded in the module for the final project. Identify how the following methods and techniques can be applied to the dataset to aid necessary decision support.
1. Description of the use of Information Entropy to identify the reduction in the possibility of the development of heart disease (this part may not need the dataset provided) based on changes in lifestyle
2. Your explanation must describe the random variable considered for the calculation
