1. Introduction Big data has become a potent weapon for businesses in the age of digital transformation, enabling them to extract insightful knowledge from massive volumes of data. The enormous amount of organized and unstructured data that businesses gather every day is referred to as 'big data.' In order to identify patterns, trends, and associations that can direct strategic...